From 38c5b4adcdc4f7122656f2d8051a2b44b10e474d Mon Sep 17 00:00:00 2001 From: Michael Levy Date: Wed, 5 Jun 2024 09:52:32 -0600 Subject: [PATCH 01/94] Placeholder config file for key metrics All components are currently commented out of compute_notebooks section, but as we create notebooks we can add them here. Note that we want to provide plots highlighting global run .092, so that case is specified as a global parameter. If we want notebooks to compare to other cases, we will need a way to specify those other output directories as well. --- examples/key_metrics/config.yml | 203 ++++++++++++++++++++++++++++++++ 1 file changed, 203 insertions(+) create mode 100644 examples/key_metrics/config.yml diff --git a/examples/key_metrics/config.yml b/examples/key_metrics/config.yml new file mode 100644 index 0000000..42f7020 --- /dev/null +++ b/examples/key_metrics/config.yml @@ -0,0 +1,203 @@ +################## SETUP ################## + +################ +# Data Sources # +################ +data_sources: + # sname is any string used as a nickname for this configuration. It will be + ### used as the name of the folder your computed notebooks are put in + sname: key_metrics + + # run_dir is the path to the folder you want + ### all the files associated with this configuration + ### to be created in + run_dir: . + + # nb_path_root is the path to the folder that cupid will + ### look for your template notebooks in. It doesn't have to + ### be inside run_dir, or be specific to this project, as + ### long as the notebooks are there + nb_path_root: ../nblibrary + +###################### +# Computation Config # +###################### + +computation_config: + + # default_kernel_name is the name of the environment that + ### the notebooks in this configuration will be run in by default. + ### It must already be installed on your machine. You can also + ### specify a different environment than the default for any + ### notebook in NOTEBOOK CONFIG + + default_kernel_name: cupid-analysis + +############# NOTEBOOK CONFIG ############# + +############################ +# Notebooks and Parameters # +############################ + +# All parameters under global_params get passed to all the notebooks + +global_params: + case_name: 'b.e23_alpha16b.BLT1850.ne30_t232.092' + CESM_output_dir: /glade/campaign/cesm/development/cross-wg/diagnostic_framework/CESM_output_for_testing + lc_kwargs: + threads_per_worker: 1 + +timeseries: + num_procs: 8 + ts_done: [False] + overwrite_ts: [False] + case_name: 'b.e23_alpha16b.BLT1850.ne30_t232.092' + + atm: + vars: ['ACTNI', 'ACTNL', 'ACTREI', 'ACTREL', 'AODDUST'] + derive_vars: [] # {'PRECT':['PRECL', 'PRECC'], 'RESTOM':['FLNT', 'FSNT']} + hist_str: 'h0' + start_years: [1] + end_years: [100] + level: 'lev' + + lnd: + vars: ['ALTMAX', 'COST_NACTIVE', 'DENIT', 'EFLX_DYNBAL'] #['process_all'] + derive_vars: [] + hist_str: 'h0' + start_years: [1] + end_years: [100] + level: 'lev' + + ocn: + vars: ['taux', 'tauy'] # ['process_all'] + derive_vars: [] + hist_str: 'h.frc' + start_years: [1] + end_years: [100] + level: 'lev' + + ice: + vars: ['hi', 'hs', 'snowfrac', 'Tsfc'] #['process_all'] + derive_vars: [] + hist_str: 'h' + start_years: [1] + end_years: [100] + level: 'lev' + + glc: + vars: ['usurf', 'topg'] #['process_all'] + derive_vars: [] + hist_str: 'initial_hist' + start_years: [1] + end_years: [100] + level: 'lev' + +compute_notebooks: + + # This is where all the notebooks you want run and their + # parameters are specified. Several examples of different + # types of notebooks are provided. + + # The first key (here simple_no_params_nb) is the name of the + # notebook from nb_path_root, minus the .ipynb + + infrastructure: + index: + parameter_groups: + none: {} + +# atm: +# adf_quick_run: +# parameter_groups: +# none: +# adf_path: ../../../externals/ADF +# config_path: . +# config_fil_str: "config_f.cam6_3_119.FLTHIST_ne30.r328_gamma0.33_soae.001.yaml" + +# ocn: +# ocean_surface: +# parameter_groups: +# none: +# Case: b.e23_alpha16b.BLT1850.ne30_t232.054 +# savefigs: False +# mom6_tools_config: +# start_date: '0091-01-01' +# end_date: '0101-01-01' +# Fnames: +# native: 'mom6.h.native.????-??.nc' +# static: 'mom6.h.static.nc' +# oce_cat: /glade/u/home/gmarques/libs/oce-catalogs/reference-datasets.yml + +# lnd: +# land_comparison: +# parameter_groups: +# none: +# cases: +# - ctsm51d159_f45_GSWP3_bgccrop_1850pAD +# - ctsm51d159_f45_GSWP3_bgccrop_1850pSASU +# type: +# - 1850pAD +# - 1850pSASU + +# ice: +# seaice: +# parameter_groups: +# none: +# cases: +# - g.e23_a16g.GJRAv4.TL319_t232_hycom1_N75.2024.005 +# - g.e23_a16g.GJRAv4.TL319_t232_zstar_N65.2024.004 +# begyr1: 245 +# endyr1: 305 +# begyr2: 245 +# endyr2: 305 +# nyears: 25 + +########### JUPYTER BOOK CONFIG ########### + +################################## +# Jupyter Book Table of Contents # +################################## +book_toc: + + # See https://jupyterbook.org/en/stable/structure/configure.html for + # complete documentation of Jupyter book construction options + + format: jb-book + + # All filenames are notebook filename without the .ipynb, similar to above + + root: infrastructure/index # root is the notebook that will be the homepage for the book + parts: + + # Parts group notebooks into different sections in the Jupyter book + # table of contents, so you can organize different parts of your project. + + - caption: Atmosphere + + # Each chapter is the name of one of the notebooks that you executed + # in compute_notebooks above, also without .ipynb + chapters: + - file: atm/adf_quick_run + + - caption: Ocean + chapters: + - file: ocn/ocean_surface + + - caption: Land + chapters: + - file: lnd/land_comparison + + - caption: Sea Ice + chapters: + - file: ice/seaice + +##################################### +# Keys for Jupyter Book _config.yml # +##################################### +book_config_keys: + + title: Example project # Title of your jupyter book + + # Other keys can be added here, see https://jupyterbook.org/en/stable/customize/config.html + ### for many more options From 6b144ef151230b984983c2dbdea364865bb0cbc1 Mon Sep 17 00:00:00 2001 From: Teagan King <98482480+TeaganKing@users.noreply.github.com> Date: Wed, 5 Jun 2024 13:06:13 -0600 Subject: [PATCH 02/94] fix case name for 92 config.yml --- examples/key_metrics/config.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/examples/key_metrics/config.yml b/examples/key_metrics/config.yml index 42f7020..d3ad9a2 100644 --- a/examples/key_metrics/config.yml +++ b/examples/key_metrics/config.yml @@ -42,7 +42,7 @@ computation_config: # All parameters under global_params get passed to all the notebooks global_params: - case_name: 'b.e23_alpha16b.BLT1850.ne30_t232.092' + case_name: 'b.e23_alpha17f.BLT1850.ne30_t232.092' CESM_output_dir: /glade/campaign/cesm/development/cross-wg/diagnostic_framework/CESM_output_for_testing lc_kwargs: threads_per_worker: 1 From 3ee50db89ce71c1acafa7c774153e45179d7ff11 Mon Sep 17 00:00:00 2001 From: Teagan King <98482480+TeaganKing@users.noreply.github.com> Date: Wed, 5 Jun 2024 13:11:06 -0600 Subject: [PATCH 03/94] Change timeseries case name --- examples/key_metrics/config.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/examples/key_metrics/config.yml b/examples/key_metrics/config.yml index d3ad9a2..cc397e1 100644 --- a/examples/key_metrics/config.yml +++ b/examples/key_metrics/config.yml @@ -51,7 +51,7 @@ timeseries: num_procs: 8 ts_done: [False] overwrite_ts: [False] - case_name: 'b.e23_alpha16b.BLT1850.ne30_t232.092' + case_name: 'b.e23_alpha17f.BLT1850.ne30_t232.092' atm: vars: ['ACTNI', 'ACTNL', 'ACTREI', 'ACTREL', 'AODDUST'] From a30d736c565c4272abdb32409c92c6fba3c3f056 Mon Sep 17 00:00:00 2001 From: Michael Levy Date: Fri, 14 Jun 2024 12:36:54 -0600 Subject: [PATCH 04/94] Add ILAMB to cupid-analysis environment Checking out v2.7 from github (matches what is used on glade/campaign, except currently missing some CLM-specific scripts) --- environments/cupid-analysis.yml | 1 + 1 file changed, 1 insertion(+) diff --git a/environments/cupid-analysis.yml b/environments/cupid-analysis.yml index 14ac9ec..a06dfca 100644 --- a/environments/cupid-analysis.yml +++ b/environments/cupid-analysis.yml @@ -24,3 +24,4 @@ dependencies: - zarr - pip: - -e ../externals/mom6-tools + - git+https://github.com/rubisco-sfa/ILAMB.git@v2.7 From de42ba2d183d8af06da6aed6e7eb205c4a51936d Mon Sep 17 00:00:00 2001 From: Michael Levy Date: Fri, 14 Jun 2024 13:32:09 -0600 Subject: [PATCH 05/94] First pass at running ILAMB Process: cd examples/ilamb qinteractive -l select=1:ncpus=16:mpiprocs=16:mem=100G conda activate cupid-analysis ./test_run.sh --- examples/ilamb/.gitignore | 1 + examples/ilamb/ilamb_nohoff_final_CLM.cfg | 835 ++++++++++++++++++ examples/ilamb/model_setup.txt | 2 + examples/ilamb/test_run.sh | 5 + ilamb_aux/DATA/regions/ABoVE.nc | Bin 0 -> 294050 bytes ilamb_aux/DATA/regions/GlobalLand.nc | Bin 0 -> 543035 bytes ilamb_aux/DATA/regions/GlobalLandNoAnt.nc | Bin 0 -> 543035 bytes ilamb_aux/DATA/regions/IPCCRegions.nc | Bin 0 -> 2113367 bytes ilamb_aux/DATA/regions/Koppen.nc | Bin 0 -> 2091957 bytes ilamb_aux/DATA/regions/LandRegions.nc | Bin 0 -> 544310 bytes ilamb_aux/DATA/regions/Whittaker.nc | Bin 0 -> 2092319 bytes ilamb_aux/quantiles_Whittaker_cmip5v6.parquet | Bin 0 -> 36366 bytes 12 files changed, 843 insertions(+) create mode 100644 examples/ilamb/.gitignore create mode 100644 examples/ilamb/ilamb_nohoff_final_CLM.cfg create mode 100755 examples/ilamb/model_setup.txt create mode 100755 examples/ilamb/test_run.sh create mode 100755 ilamb_aux/DATA/regions/ABoVE.nc create mode 100755 ilamb_aux/DATA/regions/GlobalLand.nc create mode 100755 ilamb_aux/DATA/regions/GlobalLandNoAnt.nc create mode 100755 ilamb_aux/DATA/regions/IPCCRegions.nc create mode 100755 ilamb_aux/DATA/regions/Koppen.nc create mode 100755 ilamb_aux/DATA/regions/LandRegions.nc create mode 100755 ilamb_aux/DATA/regions/Whittaker.nc create mode 100644 ilamb_aux/quantiles_Whittaker_cmip5v6.parquet diff --git a/examples/ilamb/.gitignore b/examples/ilamb/.gitignore new file mode 100644 index 0000000..68f8eef --- /dev/null +++ b/examples/ilamb/.gitignore @@ -0,0 +1 @@ +bld/ diff --git a/examples/ilamb/ilamb_nohoff_final_CLM.cfg b/examples/ilamb/ilamb_nohoff_final_CLM.cfg new file mode 100644 index 0000000..2e2fb92 --- /dev/null +++ b/examples/ilamb/ilamb_nohoff_final_CLM.cfg @@ -0,0 +1,835 @@ +# This configure file uses observational data which can be obtained by +# running the following command after exporting ILAMB_ROOT to the +# appropriate location. +# +# ilamb-fetch --remote_root https://www.ilamb.org/ILAMB-Data +# +# Extra ilamb-run options are defined here with the '#!' symbols: +# +#! define_regions = DATA/regions/GlobalLand.nc +# +[h1: Ecosystem and Carbon Cycle] +bgcolor = "#ECFFE6" + +#~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +[h2: Biomass] +variable = "TOTVEGC" +alternate_vars = "biomass,cVeg" +weight = 5 +skip_rmse = True +mass_weighting = True + +[Tropical] +source = "DATA/biomass/Tropical/biomass_0.5x0.5.nc" +weight = 20 +table_unit = "Pg" +plot_unit = "kg m-2" +space_mean = False + +[GlobalCarbon] +source = "DATA/biomass/GLOBAL.CARBON/biomass_0.5x0.5.nc" +weight = 16 +table_unit = "Pg" +plot_unit = "kg m-2" +space_mean = False + +[NBCD2000] +source = "DATA/biomass/NBCD2000/biomass_0.5x0.5.nc" +weight = 8 +table_unit = "Pg" +plot_unit = "kg m-2" +space_mean = False + +[USForest] +source = "DATA/biomass/USForest/biomass_0.5x0.5.nc" +weight = 8 +table_unit = "Pg" +plot_unit = "kg m-2" +space_mean = False + +[Thurner] +source = "DATA/biomass/Thurner/biomass_0.5x0.5.nc" +weight = 20 +table_unit = "Pg" +plot_unit = "kg m-2" +space_mean = False + +[ESACCI] +source = "DATA/biomass/ESACCI/biomass.nc" +weight = 20 +table_unit = "Pg" +plot_unit = "kg m-2" +space_mean = False + +#~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +[h2: Burned Area] +ctype = "ConfBurntArea" +variable = "FAREA_BURNED" +alternate_vars = "burntArea" +weight = 4 +cmap = "OrRd" +mass_weighting = True + +[GFED4.1S] +source = "DATA/burntArea/GFED4.1S/burntArea.nc" +weight = 20 +relationships = "Precipitation/GPCPv2.3","SurfaceAirTemperature/CRU4.02" + +#~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +[h2: Carbon Dioxide] +variable = "co2" +ctype = "ConfCO2" +weight = 5 + +[NOAA.emulated] +source = "DATA/co2/NOAA.GMD/co2.nc" +emulated_flux = "NBP" +sites = "alt,asc,azr,bhd,bmw,brw,cba,cgo,chr,crz,gmi,hba,ice,key,kum,mhd,mid,pocs35,pocs30,pocs25,pocs20,pocs15,pocs10,pocs05,poc000,pocn05,pocn10,pocn15,pocn20,pocn25,psa,rpb,sey,shm,smo,spo,syo,zep" +lat_bands = "-90,-60,-23,0,+23,+60,+90" +force_emulation = True + +[HIPPOAToM] +ctype = "ConfGSNF" +variable = "gsnf" +source = "DATA/co2/HIPPOATom/HIPPO_ATom.nc" +model_flux = "AR+HR-GPP" + +#~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +[h2: Gross Primary Productivity] +variable = "GPP" +alternate_vars = "gpp" +cmap = "Greens" +weight = 5 +mass_weighting = True + +[FLUXNET2015] +source = "DATA/gpp/FLUXNET2015/gpp.nc" +weight = 9 +table_unit = "g m-2 d-1" +plot_unit = "g m-2 d-1" + +[FLUXCOM] +source = "DATA/gpp/FLUXCOM/gpp.nc" +weight = 15 +table_unit = "Pg yr-1" +plot_unit = "g m-2 d-1" +space_mean = False +skip_iav = True +relationships = "Evapotranspiration/GLEAMv3.3a","Precipitation/GPCPv2.3","SurfaceDownwardSWRadiation/CERESed4.1","SurfaceNetSWRadiation/CERESed4.1","SurfaceAirTemperature/CRU4.02" + +[WECANN] +source = "DATA/gpp/WECANN/gpp.nc" +weight = 15 +table_unit = "Pg yr-1" +plot_unit = "g m-2 d-1" +space_mean = False + +[GBAF] +source = "DATA/gpp/GBAF/gpp_0.5x0.5.nc" +weight = 15 +table_unit = "Pg yr-1" +plot_unit = "g m-2 d-1" +space_mean = False +skip_iav = True +relationships = "Evapotranspiration/GLEAMv3.3a","Precipitation/GPCPv2.3","SurfaceDownwardSWRadiation/CERESed4.1","SurfaceNetSWRadiation/CERESed4.1","SurfaceAirTemperature/CRU4.02" + +#~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +[h2: Leaf Area Index] +variable = "TLAI" +alternate_vars = "lai" +cmap = "Greens" +weight = 3 +mass_weighting = True + +[AVHRR] +source = "DATA/lai/AVHRR/lai_0.5x0.5.nc" +weight = 15 +relationships = "Precipitation/GPCPv2.3" + +[AVH15C1] +source = "DATA/lai/AVH15C1/lai.nc" +weight = 15 +relationships = "Precipitation/GPCPv2.3" + +[MODIS] +source = "DATA/lai/MODIS/lai_0.5x0.5.nc" +weight = 15 +relationships = "Precipitation/GPCPv2.3" +skip_iav = True + +#~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +[h2: Global Net Ecosystem Carbon Balance] +variable = "NBP" +alternate_vars = "nbp" +weight = 5 +ctype = "ConfNBP" + +[GCP] +source = "DATA/nbp/GCP/nbp_1959-2016.nc" +weight = 20 + +#~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +[h2: Net Ecosystem Exchange] +variable = "NEE" +alternate_vars = "nee" +derived = "gpp-ra-rh,GPP-AR-HR" +weight = 5 +mass_weighting = True + +[FLUXNET2015] +source = "DATA/nee/FLUXNET2015/nee.nc" +weight = 9 +table_unit = "g m-2 d-1" +plot_unit = "g m-2 d-1" + +[GBAF] +source = "DATA/nee/GBAF/nee_0.5x0.5.nc" +weight = 4 +table_unit = "Pg yr-1" +plot_unit = "g m-2 d-1" +space_mean = False +skip_iav = True + +#~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +[h2: Ecosystem Respiration] +variable = "reco" +derived = "AR+HR" +weight = 4 +mass_weighting = True + +[FLUXNET2015] +source = "DATA/reco/FLUXNET2015/reco.nc" +weight = 6 +table_unit = "g m-2 d-1" +plot_unit = "g m-2 d-1" + +[FLUXCOM] +source = "DATA/reco/FLUXCOM/reco.nc" +weight = 4 +table_unit = "Pg yr-1" +plot_unit = "g m-2 d-1" +space_mean = False +skip_iav = True + +[GBAF] +source = "DATA/reco/GBAF/reco_0.5x0.5.nc" +weight = 4 +table_unit = "Pg yr-1" +plot_unit = "g m-2 d-1" +space_mean = False +skip_iav = True + +#~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +[h2: Soil Carbon] +variable = "TOTSOMC_1m" +alternate_vars = "cSoil,cSoilAbove1m" +weight = 5 +mass_weighting = True + +[HWSD] +source = "DATA/soilc/HWSD_M/soilc_0.5x0.5.nc" +weight = 15 +table_unit = "Pg" +plot_unit = "kg m-2" +space_mean = False +skip_rmse = True + +[NCSCDV22] +source = "DATA/cSoil/NCSCDV22/soilc_0.5x0.5.nc" +weight = 12 +table_unit = "Pg" +plot_unit = "kg m-2" +space_mean = False +skip_rmse = True + +[Koven] +ctype = "ConfSoilCarbon" +source = "DATA/cSoil/NCSCDV22/soilc_0.5x0.5.nc" +weight = 15 +soilc_source = "DATA/cSoil/NCSCDV22/soilc_0.5x0.5.nc, DATA/cSoil/HWSD/soilc_0.5x0.5.nc" +tas_source = "DATA/tas/CRU4.02/tas.nc" +pr_source = "DATA/pr/GPCCv2018/pr.nc" +npp_source = "DATA/cSoil/Koven/npp_0.5x0.5.nc" +pet_source = "DATA/cSoil/Koven/pet_0.5x0.5.nc" +fracpeat_source = "DATA/cSoil/Koven/fracpeat_0.5x0.5.nc" + +#~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +[h2: Nitrogen Fixation] +variable = "FFIX_TO_SMINN" +alternate_vars = "fBNF" +cmap = "Greens" +weight = 3 + +[Davies-Barnard] +source = "DATA/fBNF/DaviesBarnard/fBNF_0.5x0.5.nc" +table_unit = "Tg yr-1" +plot_unit = "kg ha-1 yr-1" +space_mean = False +weight = 16 + +########################################################################### + +[h1: Hydrology Cycle] +bgcolor = "#E6F9FF" + +[h2: Evapotranspiration] +variable = "et" +alternate_vars = "evspsbl" +derived = "QVEGE+QVEGT+QSOIL" +cmap = "Blues" +weight = 5 +mass_weighting = True + +[GLEAMv3.3a] +source = "DATA/evspsbl/GLEAMv3.3a/et.nc" +weight = 15 +table_unit = "mm d-1" +plot_unit = "mm d-1" +relationships = "Precipitation/GPCPv2.3","SurfaceAirTemperature/CRU4.02" + +[MODIS] +source = "DATA/evspsbl/MODIS/et_0.5x0.5.nc" +weight = 15 +table_unit = "mm d-1" +plot_unit = "mm d-1" +relationships = "Precipitation/GPCPv2.3","SurfaceAirTemperature/CRU4.02" + +[MOD16A2] +source = "DATA/evspsbl/MOD16A2/et.nc" +weight = 15 +table_unit = "mm d-1" +plot_unit = "mm d-1" +relationships = "Precipitation/GPCPv2.3","SurfaceAirTemperature/CRU4.02" + +#~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +[h2: Evaporative Fraction] +variable = "EvapFrac" +weight = 5 +mass_weighting = True +ctype = "ConfEvapFraction" +cmap = "BuGn" + +[FLUXCOM] +hfss_source = "DATA/hfss/FLUXCOM/sh.nc" +hfls_source = "DATA/hfls/FLUXCOM/le.nc" +weight = 9 +skip_rmse = True + +[CLASS] +variable = "evapfrac" +hfss_source = "DATA/hfss/CLASS/hfss.nc" +hfls_source = "DATA/hfls/CLASS/hfls.nc" +skip_rmse = True +weight = 25 + +[WECANN] +hfss_source = "DATA/hfss/WECANN/hfss.nc" +hfls_source = "DATA/hfls/WECANN/hfls.nc" +weight = 9 +skip_rmse = True + +[GBAF] +hfss_source = "DATA/sh/GBAF/sh_0.5x0.5.nc" +hfls_source = "DATA/le/GBAF/le_0.5x0.5.nc" +weight = 9 +skip_rmse = True +skip_iav = True +limit_type = "99per" + +#~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +[h2: Latent Heat] +variable = "hfls" +alternate_vars = "le,EFLX_LH_TOT" +cmap = "Oranges" +weight = 5 +mass_weighting = True + +[FLUXNET2015] +source = "DATA/hfls/FLUXNET2015/hfls.nc" +weight = 3 + +[FLUXCOM] +source = "DATA/hfls/FLUXCOM/le.nc" +land = True +weight = 9 +skip_iav = True + +[DOLCE] +source = "DATA/evspsbl/DOLCE/DOLCE.nc" +weight = 15 +land = True + +[CLASS] +source = "DATA/hfls/CLASS/hfls.nc" +plot_unit = "W m-2" +table_unit = "W m-2" +weight = 25 + +[WECANN] +source = "DATA/hfls/WECANN/hfls.nc" +plot_unit = "W m-2" +table_unit = "W m-2" +weight = 9 + +[GBAF] +source = "DATA/le/GBAF/le_0.5x0.5.nc" +land = True +weight = 9 +skip_iav = True + +#~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +[h2: Runoff] +variable = "runoff" +alternate_vars = "mrro,QRUNOFF" +weight = 5 +mass_weighting = True + +[Dai] +ctype = "ConfRunoff" +source = "DATA/mrro/Dai/runoff.nc" +weight = 15 + +[LORA] +source = "DATA/mrro/LORA/LORA.nc" +table_unit = "mm d-1" +plot_unit = "mm d-1" +weight = 15 + +[CLASS] +source = "DATA/mrro/CLASS/mrro.nc" +plot_unit = "mm d-1" +table_unit = "mm d-1" +weight = 25 + +#~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +[h2: Sensible Heat] +variable = "hfss" +alternate_vars = "sh,FSH" +weight = 2 +mass_weighting = True + +[FLUXNET2015] +source = "DATA/hfss/FLUXNET2015/hfss.nc" +weight = 9 + +[FLUXCOM] +source = "DATA/hfss/FLUXCOM/sh.nc" +weight = 15 +skip_iav = True + +[CLASS] +source = "DATA/hfss/CLASS/hfss.nc" +plot_unit = "W m-2" +table_unit = "W m-2" +weight = 25 + +[WECANN] +source = "DATA/hfss/WECANN/hfss.nc" +plot_unit = "W m-2" +table_unit = "W m-2" +weight = 15 + +[GBAF] +source = "DATA/sh/GBAF/sh_0.5x0.5.nc" +weight = 15 +skip_iav = True + +#~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +[h2: Terrestrial Water Storage Anomaly] +variable = "twsa" +alternate_vars = "tws,TWS" +derived = "RAIN+SNOW-QVEGE-QVEGT-QSOIL-QRUNOFF" +cmap = "Blues" +weight = 5 +ctype = "ConfTWSA" + +[GRACE] +source = "DATA/twsa/GRACE/twsa_0.5x0.5.nc" +weight = 25 + +#~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +[h2: Snow Water Equivalent] +variable = "H2OSNO" +alternate_vars = "swe,snw" +cmap = "Blues" +weight = 5 +ctype = "ConfSWE" + +[CanSISE] +source = "DATA/swe/CanSISE/swe.nc" +weight = 25 +plot_unit = "cm" +table_unit = "cm" + +#~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +[h2: Permafrost] +variable = "TSOI" +alternate_vars = "tsl" + +[Brown2002] +ctype = "ConfPermafrost" +source = "DATA/permafrost/Brown2002/Brown2002.nc" +y0 = 1985. +yf = 2005. +Teps = 273.15 +dmax = 3.5 + +#~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +[Obu2018] +ctype = "ConfPermafrost" +source = "DATA/permafrost/Obu2018/Obu2018.nc" +y0 = 2000. +yf = 2016. +Teps = 273.15 +dmax = 3.5 + +#~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +[h2: Surface Soil Moisture] +variable = "SOILWATER_10CM" +alternate_vars = "mrsos" +weight = 3 +cmap = "Blues" + +[WangMao] +source = "DATA/mrsos/WangMao/mrsos_olc.nc" +weight = 15 + +########################################################################### + +[h1: Radiation and Energy Cycle] +bgcolor = "#FFECE6" + +#~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +[h2: Albedo] +variable = "albedo" +weight = 1 +ctype = "ConfAlbedo" + +[CERESed4.1] +source = "DATA/albedo/CERESed4.1/albedo.nc" +weight = 20 + +[GEWEX.SRB] +source = "DATA/albedo/GEWEX.SRB/albedo_0.5x0.5.nc" +weight = 20 + +#[MODIS] +#source = "DATA/albedo/MODIS/albedo_0.5x0.5.nc" +#weight = 20 + +#~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +[h2: Surface Upward SW Radiation] +variable = "rsus" +alternate_vars = "FSR" +weight = 1 + +[CERESed4.1] +source = "DATA/rsus/CERESed4.1/rsus.nc" +weight = 15 + +[FLUXNET2015] +source = "DATA/rsus/FLUXNET2015/rsus.nc" +weight = 12 + +[GEWEX.SRB] +source = "DATA/rsus/GEWEX.SRB/rsus_0.5x0.5.nc" +weight = 15 + +[WRMC.BSRN] +source = "DATA/rsus/WRMC.BSRN/rsus.nc" +weight = 12 + +#~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +[h2: Surface Net SW Radiation] +variable = "rsns" +alternate_vars = "FSA" +derived = "rsds-rsus" +weight = 1 + +[CERESed4.1] +source = "DATA/rsns/CERESed4.1/rsns.nc" +weight = 15 + +[FLUXNET2015] +source = "DATA/rsns/FLUXNET2015/rsns.nc" +weight = 12 + +[GEWEX.SRB] +source = "DATA/rsns/GEWEX.SRB/rsns_0.5x0.5.nc" +weight = 15 + +[WRMC.BSRN] +source = "DATA/rsns/WRMC.BSRN/rsns.nc" +weight = 12 + +#~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +[h2: Surface Upward LW Radiation] +variable = "rlus" +alternate_vars = "FIRE" +weight = 1 + +[CERESed4.1] +source = "DATA/rlus/CERESed4.1/rlus.nc" +weight = 15 + +[FLUXNET2015] +source = "DATA/rlus/FLUXNET2015/rlus.nc" +weight = 12 + +[GEWEX.SRB] +source = "DATA/rlus/GEWEX.SRB/rlus_0.5x0.5.nc" +weight = 15 + +[WRMC.BSRN] +source = "DATA/rlus/WRMC.BSRN/rlus.nc" +weight = 12 + +#~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +[h2: Surface Net LW Radiation] +variable = "rlns" +derived = "FLDS-FIRE" +weight = 1 + +[CERESed4.1] +source = "DATA/rlns/CERESed4.1/rlns.nc" +weight = 15 + +[FLUXNET2015] +source = "DATA/rlns/FLUXNET2015/rlns.nc" +weight = 12 + +[GEWEX.SRB] +source = "DATA/rlns/GEWEX.SRB/rlns_0.5x0.5.nc" +weight = 15 + +[WRMC.BSRN] +source = "DATA/rlns/WRMC.BSRN/rlns.nc" +weight = 12 + +#~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +[h2: Surface Net Radiation] +variable = "rns" +derived = "FLDS-FIRE+FSDS-FSR" +weight = 2 +cmap = "RdPu" + +[CERESed4.1] +source = "DATA/rns/CERESed4.1/rns.nc" +weight = 15 + +[FLUXNET2015] +source = "DATA/rns/FLUXNET2015/rns.nc" +weight = 12 + +[GEWEX.SRB] +source = "DATA/rns/GEWEX.SRB/rns_0.5x0.5.nc" +weight = 15 + +[WRMC.BSRN] +source = "DATA/rns/WRMC.BSRN/rns.nc" +weight = 12 + +[CLASS] +source = "DATA/rns/CLASS/rns.nc" +plot_unit = "W m-2" +table_unit = "W m-2" +weight = 25 + +#~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +[h2: Ground Heat Flux] +variable = "hfdsl" +alternate_vars = "FGR12" +cmap = "Oranges" + +[CLASS] +source = "DATA/hfdsl/CLASS/hfdsl.nc" +plot_unit = "W m-2" +table_unit = "W m-2" + +########################################################################### + +[h1: Forcings] +bgcolor = "#EDEDED" + +#~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +[h2: Surface Air Temperature] +variable = "TSA" +alternate_vars = "tas" +weight = 2 + +[CRU4.02] +source = "DATA/tas/CRU4.02/tas.nc" +weight = 25 + +[FLUXNET2015] +source = "DATA/tas/FLUXNET2015/tas.nc" +weight = 9 + +#~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +[h2: Diurnal Max Temperature] +variable = "TREFMXAV" +alternate_vars = "tasmax" +weight = 2 + +[CRU4.02] +source = "DATA/tasmax/CRU4.02/tasmax.nc" +weight = 25 + +#~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +[h2: Diurnal Min Temperature] +variable = "TREFMNAV" +alternate_vars = "tasmin" +weight = 2 + +[CRU4.02] +source = "DATA/tasmin/CRU4.02/tasmin.nc" +weight = 25 + +#~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +[h2: Diurnal Temperature Range] +variable = "dtr" +weight = 2 +derived = "TREFMXAV-TREFMNAV" + +[CRU4.02] +source = "DATA/dtr/CRU4.02/dtr.nc" +weight = 25 + +#~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +[h2: Precipitation] +variable = "pr" +derived = "RAIN+SNOW" +cmap = "Blues" +weight = 2 +mass_weighting = True + +[CMAPv1904] +source = "DATA/pr/CMAPv1904/pr.nc" +land = True +weight = 20 +table_unit = "mm d-1" +plot_unit = "mm d-1" +space_mean = True + +[FLUXNET2015] +source = "DATA/pr/FLUXNET2015/pr.nc" +land = True +weight = 9 +table_unit = "mm d-1" +plot_unit = "mm d-1" + +[GPCCv2018] +source = "DATA/pr/GPCCv2018/pr.nc" +land = True +weight = 20 +table_unit = "mm d-1" +plot_unit = "mm d-1" +space_mean = True + +[GPCPv2.3] +source = "DATA/pr/GPCPv2.3/pr.nc" +land = True +weight = 20 +table_unit = "mm d-1" +plot_unit = "mm d-1" +space_mean = True + +[CLASS] +source = "DATA/pr/CLASS/pr.nc" +plot_unit = "mm d-1" +table_unit = "mm d-1" +weight = 25 + +#~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +[h2: Surface Relative Humidity] +variable = "RH2M" +alternate_vars = "rhums,hurs" +cmap = "Blues" +weight = 3 +mass_weighting = True + +[ERA5] +source = "DATA/rhums/ERA5/rhums.nc" +weight = 10 + +[CRU4.02] +source = "DATA/rhums/CRU4.02/rhums.nc" +weight = 10 + +#~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +[h2: Surface Downward SW Radiation] +variable = "FSDS" +alternate_vars = "rsds" +weight = 2 + +[CERESed4.1] +source = "DATA/rsds/CERESed4.1/rsds.nc" +weight = 15 + +[FLUXNET2015] +source = "DATA/rsds/FLUXNET2015/rsds.nc" +weight = 12 + +[GEWEX.SRB] +source = "DATA/rsds/GEWEX.SRB/rsds_0.5x0.5.nc" +weight = 15 + +[WRMC.BSRN] +source = "DATA/rsds/WRMC.BSRN/rsds.nc" +weight = 12 + +#~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +[h2: Surface Downward LW Radiation] +variable = "FLDS" +alternate_vars = "rlds" +weight = 1 + +[CERESed4.1] +source = "DATA/rlds/CERESed4.1/rlds.nc" +weight = 15 + +[FLUXNET2015] +source = "DATA/rlds/FLUXNET2015/rlds.nc" +weight = 12 + +[GEWEX.SRB] +source = "DATA/rlds/GEWEX.SRB/rlds_0.5x0.5.nc" +weight = 15 + +[WRMC.BSRN] +source = "DATA/rlds/WRMC.BSRN/rlds.nc" +weight = 12 diff --git a/examples/ilamb/model_setup.txt b/examples/ilamb/model_setup.txt new file mode 100755 index 0000000..df2bf76 --- /dev/null +++ b/examples/ilamb/model_setup.txt @@ -0,0 +1,2 @@ +# Model Name , Location of Files , Shift From, Shift To +CTSM51 , /glade/campaign/cesm/development/cross-wg/diagnostic_framework/CESM_output_for_testing/b.e23_alpha17f.BLT1850.ne30_t232.092/lnd/hist diff --git a/examples/ilamb/test_run.sh b/examples/ilamb/test_run.sh new file mode 100755 index 0000000..10677fa --- /dev/null +++ b/examples/ilamb/test_run.sh @@ -0,0 +1,5 @@ +#!/bin/bash -e + +#conda activate cupid-analysis +export ILAMB_ROOT=../../ilamb_aux +mpiexec ilamb-run --config ilamb_nohoff_final_CLM.cfg --build_dir bld/ --df_errs ../../ilamb_aux/quantiles_Whittaker_cmip5v6.parquet --define_regions ../../ilamb_aux/DATA/regions/LandRegions.nc 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Hopefully we can generalize this in a way to allow users to specify where their data is (perhaps softlinks in ilamb_aux/?) --- examples/ilamb/ilamb_nohoff_final_CLM.cfg | 214 +++++++++++----------- 1 file changed, 107 insertions(+), 107 deletions(-) diff --git a/examples/ilamb/ilamb_nohoff_final_CLM.cfg b/examples/ilamb/ilamb_nohoff_final_CLM.cfg index 2e2fb92..7f61faa 100644 --- a/examples/ilamb/ilamb_nohoff_final_CLM.cfg +++ b/examples/ilamb/ilamb_nohoff_final_CLM.cfg @@ -21,42 +21,42 @@ skip_rmse = True mass_weighting = True [Tropical] -source = "DATA/biomass/Tropical/biomass_0.5x0.5.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/biomass/Tropical/biomass_0.5x0.5.nc" weight = 20 table_unit = "Pg" plot_unit = "kg m-2" space_mean = False [GlobalCarbon] -source = "DATA/biomass/GLOBAL.CARBON/biomass_0.5x0.5.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/biomass/GLOBAL.CARBON/biomass_0.5x0.5.nc" weight = 16 table_unit = "Pg" plot_unit = "kg m-2" space_mean = False [NBCD2000] -source = "DATA/biomass/NBCD2000/biomass_0.5x0.5.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/biomass/NBCD2000/biomass_0.5x0.5.nc" weight = 8 table_unit = "Pg" plot_unit = "kg m-2" space_mean = False [USForest] -source = "DATA/biomass/USForest/biomass_0.5x0.5.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/biomass/USForest/biomass_0.5x0.5.nc" weight = 8 table_unit = "Pg" plot_unit = "kg m-2" space_mean = False [Thurner] -source = "DATA/biomass/Thurner/biomass_0.5x0.5.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/biomass/Thurner/biomass_0.5x0.5.nc" weight = 20 table_unit = "Pg" plot_unit = "kg m-2" space_mean = False [ESACCI] -source = "DATA/biomass/ESACCI/biomass.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/biomass/ESACCI/biomass.nc" weight = 20 table_unit = "Pg" plot_unit = "kg m-2" @@ -73,7 +73,7 @@ cmap = "OrRd" mass_weighting = True [GFED4.1S] -source = "DATA/burntArea/GFED4.1S/burntArea.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/burntArea/GFED4.1S/burntArea.nc" weight = 20 relationships = "Precipitation/GPCPv2.3","SurfaceAirTemperature/CRU4.02" @@ -85,7 +85,7 @@ ctype = "ConfCO2" weight = 5 [NOAA.emulated] -source = "DATA/co2/NOAA.GMD/co2.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/co2/NOAA.GMD/co2.nc" emulated_flux = "NBP" sites = "alt,asc,azr,bhd,bmw,brw,cba,cgo,chr,crz,gmi,hba,ice,key,kum,mhd,mid,pocs35,pocs30,pocs25,pocs20,pocs15,pocs10,pocs05,poc000,pocn05,pocn10,pocn15,pocn20,pocn25,psa,rpb,sey,shm,smo,spo,syo,zep" lat_bands = "-90,-60,-23,0,+23,+60,+90" @@ -94,7 +94,7 @@ force_emulation = True [HIPPOAToM] ctype = "ConfGSNF" variable = "gsnf" -source = "DATA/co2/HIPPOATom/HIPPO_ATom.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/co2/HIPPOATom/HIPPO_ATom.nc" model_flux = "AR+HR-GPP" #~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ @@ -107,13 +107,13 @@ weight = 5 mass_weighting = True [FLUXNET2015] -source = "DATA/gpp/FLUXNET2015/gpp.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/gpp/FLUXNET2015/gpp.nc" weight = 9 table_unit = "g m-2 d-1" plot_unit = "g m-2 d-1" [FLUXCOM] -source = "DATA/gpp/FLUXCOM/gpp.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/gpp/FLUXCOM/gpp.nc" weight = 15 table_unit = "Pg yr-1" plot_unit = "g m-2 d-1" @@ -122,14 +122,14 @@ skip_iav = True relationships = "Evapotranspiration/GLEAMv3.3a","Precipitation/GPCPv2.3","SurfaceDownwardSWRadiation/CERESed4.1","SurfaceNetSWRadiation/CERESed4.1","SurfaceAirTemperature/CRU4.02" [WECANN] -source = "DATA/gpp/WECANN/gpp.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/gpp/WECANN/gpp.nc" weight = 15 table_unit = "Pg yr-1" plot_unit = "g m-2 d-1" space_mean = False [GBAF] -source = "DATA/gpp/GBAF/gpp_0.5x0.5.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/gpp/GBAF/gpp_0.5x0.5.nc" weight = 15 table_unit = "Pg yr-1" plot_unit = "g m-2 d-1" @@ -147,17 +147,17 @@ weight = 3 mass_weighting = True [AVHRR] -source = "DATA/lai/AVHRR/lai_0.5x0.5.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/lai/AVHRR/lai_0.5x0.5.nc" weight = 15 relationships = "Precipitation/GPCPv2.3" [AVH15C1] -source = "DATA/lai/AVH15C1/lai.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/lai/AVH15C1/lai.nc" weight = 15 relationships = "Precipitation/GPCPv2.3" [MODIS] -source = "DATA/lai/MODIS/lai_0.5x0.5.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/lai/MODIS/lai_0.5x0.5.nc" weight = 15 relationships = "Precipitation/GPCPv2.3" skip_iav = True @@ -171,7 +171,7 @@ weight = 5 ctype = "ConfNBP" [GCP] -source = "DATA/nbp/GCP/nbp_1959-2016.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/nbp/GCP/nbp_1959-2016.nc" weight = 20 #~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ @@ -184,13 +184,13 @@ weight = 5 mass_weighting = True [FLUXNET2015] -source = "DATA/nee/FLUXNET2015/nee.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/nee/FLUXNET2015/nee.nc" weight = 9 table_unit = "g m-2 d-1" plot_unit = "g m-2 d-1" [GBAF] -source = "DATA/nee/GBAF/nee_0.5x0.5.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/nee/GBAF/nee_0.5x0.5.nc" weight = 4 table_unit = "Pg yr-1" plot_unit = "g m-2 d-1" @@ -206,13 +206,13 @@ weight = 4 mass_weighting = True [FLUXNET2015] -source = "DATA/reco/FLUXNET2015/reco.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/reco/FLUXNET2015/reco.nc" weight = 6 table_unit = "g m-2 d-1" plot_unit = "g m-2 d-1" [FLUXCOM] -source = "DATA/reco/FLUXCOM/reco.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/reco/FLUXCOM/reco.nc" weight = 4 table_unit = "Pg yr-1" plot_unit = "g m-2 d-1" @@ -220,7 +220,7 @@ space_mean = False skip_iav = True [GBAF] -source = "DATA/reco/GBAF/reco_0.5x0.5.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/reco/GBAF/reco_0.5x0.5.nc" weight = 4 table_unit = "Pg yr-1" plot_unit = "g m-2 d-1" @@ -236,7 +236,7 @@ weight = 5 mass_weighting = True [HWSD] -source = "DATA/soilc/HWSD_M/soilc_0.5x0.5.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/soilc/HWSD_M/soilc_0.5x0.5.nc" weight = 15 table_unit = "Pg" plot_unit = "kg m-2" @@ -244,7 +244,7 @@ space_mean = False skip_rmse = True [NCSCDV22] -source = "DATA/cSoil/NCSCDV22/soilc_0.5x0.5.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/cSoil/NCSCDV22/soilc_0.5x0.5.nc" weight = 12 table_unit = "Pg" plot_unit = "kg m-2" @@ -253,14 +253,14 @@ skip_rmse = True [Koven] ctype = "ConfSoilCarbon" -source = "DATA/cSoil/NCSCDV22/soilc_0.5x0.5.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/cSoil/NCSCDV22/soilc_0.5x0.5.nc" weight = 15 -soilc_source = "DATA/cSoil/NCSCDV22/soilc_0.5x0.5.nc, DATA/cSoil/HWSD/soilc_0.5x0.5.nc" -tas_source = "DATA/tas/CRU4.02/tas.nc" -pr_source = "DATA/pr/GPCCv2018/pr.nc" -npp_source = "DATA/cSoil/Koven/npp_0.5x0.5.nc" -pet_source = "DATA/cSoil/Koven/pet_0.5x0.5.nc" -fracpeat_source = "DATA/cSoil/Koven/fracpeat_0.5x0.5.nc" +soilc_source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/cSoil/NCSCDV22/soilc_0.5x0.5.nc, /glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/cSoil/HWSD/soilc_0.5x0.5.nc" +tas_source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/tas/CRU4.02/tas.nc" +pr_source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/pr/GPCCv2018/pr.nc" +npp_source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/cSoil/Koven/npp_0.5x0.5.nc" +pet_source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/cSoil/Koven/pet_0.5x0.5.nc" +fracpeat_source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/cSoil/Koven/fracpeat_0.5x0.5.nc" #~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ @@ -271,7 +271,7 @@ cmap = "Greens" weight = 3 [Davies-Barnard] -source = "DATA/fBNF/DaviesBarnard/fBNF_0.5x0.5.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/fBNF/DaviesBarnard/fBNF_0.5x0.5.nc" table_unit = "Tg yr-1" plot_unit = "kg ha-1 yr-1" space_mean = False @@ -291,21 +291,21 @@ weight = 5 mass_weighting = True [GLEAMv3.3a] -source = "DATA/evspsbl/GLEAMv3.3a/et.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/evspsbl/GLEAMv3.3a/et.nc" weight = 15 table_unit = "mm d-1" plot_unit = "mm d-1" relationships = "Precipitation/GPCPv2.3","SurfaceAirTemperature/CRU4.02" [MODIS] -source = "DATA/evspsbl/MODIS/et_0.5x0.5.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/evspsbl/MODIS/et_0.5x0.5.nc" weight = 15 table_unit = "mm d-1" plot_unit = "mm d-1" relationships = "Precipitation/GPCPv2.3","SurfaceAirTemperature/CRU4.02" [MOD16A2] -source = "DATA/evspsbl/MOD16A2/et.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/evspsbl/MOD16A2/et.nc" weight = 15 table_unit = "mm d-1" plot_unit = "mm d-1" @@ -321,27 +321,27 @@ ctype = "ConfEvapFraction" cmap = "BuGn" [FLUXCOM] -hfss_source = "DATA/hfss/FLUXCOM/sh.nc" -hfls_source = "DATA/hfls/FLUXCOM/le.nc" +hfss_source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/hfss/FLUXCOM/sh.nc" +hfls_source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/hfls/FLUXCOM/le.nc" weight = 9 skip_rmse = True [CLASS] variable = "evapfrac" -hfss_source = "DATA/hfss/CLASS/hfss.nc" -hfls_source = "DATA/hfls/CLASS/hfls.nc" +hfss_source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/hfss/CLASS/hfss.nc" +hfls_source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/hfls/CLASS/hfls.nc" skip_rmse = True weight = 25 [WECANN] -hfss_source = "DATA/hfss/WECANN/hfss.nc" -hfls_source = "DATA/hfls/WECANN/hfls.nc" +hfss_source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/hfss/WECANN/hfss.nc" +hfls_source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/hfls/WECANN/hfls.nc" weight = 9 skip_rmse = True [GBAF] -hfss_source = "DATA/sh/GBAF/sh_0.5x0.5.nc" -hfls_source = "DATA/le/GBAF/le_0.5x0.5.nc" +hfss_source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/sh/GBAF/sh_0.5x0.5.nc" +hfls_source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/le/GBAF/le_0.5x0.5.nc" weight = 9 skip_rmse = True skip_iav = True @@ -357,34 +357,34 @@ weight = 5 mass_weighting = True [FLUXNET2015] -source = "DATA/hfls/FLUXNET2015/hfls.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/hfls/FLUXNET2015/hfls.nc" weight = 3 [FLUXCOM] -source = "DATA/hfls/FLUXCOM/le.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/hfls/FLUXCOM/le.nc" land = True weight = 9 skip_iav = True [DOLCE] -source = "DATA/evspsbl/DOLCE/DOLCE.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/evspsbl/DOLCE/DOLCE.nc" weight = 15 land = True [CLASS] -source = "DATA/hfls/CLASS/hfls.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/hfls/CLASS/hfls.nc" plot_unit = "W m-2" table_unit = "W m-2" weight = 25 [WECANN] -source = "DATA/hfls/WECANN/hfls.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/hfls/WECANN/hfls.nc" plot_unit = "W m-2" table_unit = "W m-2" weight = 9 [GBAF] -source = "DATA/le/GBAF/le_0.5x0.5.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/le/GBAF/le_0.5x0.5.nc" land = True weight = 9 skip_iav = True @@ -399,17 +399,17 @@ mass_weighting = True [Dai] ctype = "ConfRunoff" -source = "DATA/mrro/Dai/runoff.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/mrro/Dai/runoff.nc" weight = 15 [LORA] -source = "DATA/mrro/LORA/LORA.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/mrro/LORA/LORA.nc" table_unit = "mm d-1" plot_unit = "mm d-1" weight = 15 [CLASS] -source = "DATA/mrro/CLASS/mrro.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/mrro/CLASS/mrro.nc" plot_unit = "mm d-1" table_unit = "mm d-1" weight = 25 @@ -423,28 +423,28 @@ weight = 2 mass_weighting = True [FLUXNET2015] -source = "DATA/hfss/FLUXNET2015/hfss.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/hfss/FLUXNET2015/hfss.nc" weight = 9 [FLUXCOM] -source = "DATA/hfss/FLUXCOM/sh.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/hfss/FLUXCOM/sh.nc" weight = 15 skip_iav = True [CLASS] -source = "DATA/hfss/CLASS/hfss.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/hfss/CLASS/hfss.nc" plot_unit = "W m-2" table_unit = "W m-2" weight = 25 [WECANN] -source = "DATA/hfss/WECANN/hfss.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/hfss/WECANN/hfss.nc" plot_unit = "W m-2" table_unit = "W m-2" weight = 15 [GBAF] -source = "DATA/sh/GBAF/sh_0.5x0.5.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/sh/GBAF/sh_0.5x0.5.nc" weight = 15 skip_iav = True @@ -459,7 +459,7 @@ weight = 5 ctype = "ConfTWSA" [GRACE] -source = "DATA/twsa/GRACE/twsa_0.5x0.5.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/twsa/GRACE/twsa_0.5x0.5.nc" weight = 25 #~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ @@ -472,7 +472,7 @@ weight = 5 ctype = "ConfSWE" [CanSISE] -source = "DATA/swe/CanSISE/swe.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/swe/CanSISE/swe.nc" weight = 25 plot_unit = "cm" table_unit = "cm" @@ -485,7 +485,7 @@ alternate_vars = "tsl" [Brown2002] ctype = "ConfPermafrost" -source = "DATA/permafrost/Brown2002/Brown2002.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/permafrost/Brown2002/Brown2002.nc" y0 = 1985. yf = 2005. Teps = 273.15 @@ -495,7 +495,7 @@ dmax = 3.5 [Obu2018] ctype = "ConfPermafrost" -source = "DATA/permafrost/Obu2018/Obu2018.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/permafrost/Obu2018/Obu2018.nc" y0 = 2000. yf = 2016. Teps = 273.15 @@ -510,7 +510,7 @@ weight = 3 cmap = "Blues" [WangMao] -source = "DATA/mrsos/WangMao/mrsos_olc.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/mrsos/WangMao/mrsos_olc.nc" weight = 15 ########################################################################### @@ -526,15 +526,15 @@ weight = 1 ctype = "ConfAlbedo" [CERESed4.1] -source = "DATA/albedo/CERESed4.1/albedo.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/albedo/CERESed4.1/albedo.nc" weight = 20 [GEWEX.SRB] -source = "DATA/albedo/GEWEX.SRB/albedo_0.5x0.5.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/albedo/GEWEX.SRB/albedo_0.5x0.5.nc" weight = 20 #[MODIS] -#source = "DATA/albedo/MODIS/albedo_0.5x0.5.nc" +#source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/albedo/MODIS/albedo_0.5x0.5.nc" #weight = 20 #~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ @@ -545,19 +545,19 @@ alternate_vars = "FSR" weight = 1 [CERESed4.1] -source = "DATA/rsus/CERESed4.1/rsus.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/rsus/CERESed4.1/rsus.nc" weight = 15 [FLUXNET2015] -source = "DATA/rsus/FLUXNET2015/rsus.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/rsus/FLUXNET2015/rsus.nc" weight = 12 [GEWEX.SRB] -source = "DATA/rsus/GEWEX.SRB/rsus_0.5x0.5.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/rsus/GEWEX.SRB/rsus_0.5x0.5.nc" weight = 15 [WRMC.BSRN] -source = "DATA/rsus/WRMC.BSRN/rsus.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/rsus/WRMC.BSRN/rsus.nc" weight = 12 #~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ @@ -569,19 +569,19 @@ derived = "rsds-rsus" weight = 1 [CERESed4.1] -source = "DATA/rsns/CERESed4.1/rsns.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/rsns/CERESed4.1/rsns.nc" weight = 15 [FLUXNET2015] -source = "DATA/rsns/FLUXNET2015/rsns.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/rsns/FLUXNET2015/rsns.nc" weight = 12 [GEWEX.SRB] -source = "DATA/rsns/GEWEX.SRB/rsns_0.5x0.5.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/rsns/GEWEX.SRB/rsns_0.5x0.5.nc" weight = 15 [WRMC.BSRN] -source = "DATA/rsns/WRMC.BSRN/rsns.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/rsns/WRMC.BSRN/rsns.nc" weight = 12 #~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ @@ -592,19 +592,19 @@ alternate_vars = "FIRE" weight = 1 [CERESed4.1] -source = "DATA/rlus/CERESed4.1/rlus.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/rlus/CERESed4.1/rlus.nc" weight = 15 [FLUXNET2015] -source = "DATA/rlus/FLUXNET2015/rlus.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/rlus/FLUXNET2015/rlus.nc" weight = 12 [GEWEX.SRB] -source = "DATA/rlus/GEWEX.SRB/rlus_0.5x0.5.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/rlus/GEWEX.SRB/rlus_0.5x0.5.nc" weight = 15 [WRMC.BSRN] -source = "DATA/rlus/WRMC.BSRN/rlus.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/rlus/WRMC.BSRN/rlus.nc" weight = 12 #~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ @@ -615,19 +615,19 @@ derived = "FLDS-FIRE" weight = 1 [CERESed4.1] -source = "DATA/rlns/CERESed4.1/rlns.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/rlns/CERESed4.1/rlns.nc" weight = 15 [FLUXNET2015] -source = "DATA/rlns/FLUXNET2015/rlns.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/rlns/FLUXNET2015/rlns.nc" weight = 12 [GEWEX.SRB] -source = "DATA/rlns/GEWEX.SRB/rlns_0.5x0.5.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/rlns/GEWEX.SRB/rlns_0.5x0.5.nc" weight = 15 [WRMC.BSRN] -source = "DATA/rlns/WRMC.BSRN/rlns.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/rlns/WRMC.BSRN/rlns.nc" weight = 12 #~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ @@ -639,23 +639,23 @@ weight = 2 cmap = "RdPu" [CERESed4.1] -source = "DATA/rns/CERESed4.1/rns.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/rns/CERESed4.1/rns.nc" weight = 15 [FLUXNET2015] -source = "DATA/rns/FLUXNET2015/rns.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/rns/FLUXNET2015/rns.nc" weight = 12 [GEWEX.SRB] -source = "DATA/rns/GEWEX.SRB/rns_0.5x0.5.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/rns/GEWEX.SRB/rns_0.5x0.5.nc" weight = 15 [WRMC.BSRN] -source = "DATA/rns/WRMC.BSRN/rns.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/rns/WRMC.BSRN/rns.nc" weight = 12 [CLASS] -source = "DATA/rns/CLASS/rns.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/rns/CLASS/rns.nc" plot_unit = "W m-2" table_unit = "W m-2" weight = 25 @@ -668,7 +668,7 @@ alternate_vars = "FGR12" cmap = "Oranges" [CLASS] -source = "DATA/hfdsl/CLASS/hfdsl.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/hfdsl/CLASS/hfdsl.nc" plot_unit = "W m-2" table_unit = "W m-2" @@ -685,11 +685,11 @@ alternate_vars = "tas" weight = 2 [CRU4.02] -source = "DATA/tas/CRU4.02/tas.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/tas/CRU4.02/tas.nc" weight = 25 [FLUXNET2015] -source = "DATA/tas/FLUXNET2015/tas.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/tas/FLUXNET2015/tas.nc" weight = 9 #~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ @@ -700,7 +700,7 @@ alternate_vars = "tasmax" weight = 2 [CRU4.02] -source = "DATA/tasmax/CRU4.02/tasmax.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/tasmax/CRU4.02/tasmax.nc" weight = 25 #~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ @@ -711,7 +711,7 @@ alternate_vars = "tasmin" weight = 2 [CRU4.02] -source = "DATA/tasmin/CRU4.02/tasmin.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/tasmin/CRU4.02/tasmin.nc" weight = 25 #~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ @@ -722,7 +722,7 @@ weight = 2 derived = "TREFMXAV-TREFMNAV" [CRU4.02] -source = "DATA/dtr/CRU4.02/dtr.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/dtr/CRU4.02/dtr.nc" weight = 25 #~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ @@ -735,7 +735,7 @@ weight = 2 mass_weighting = True [CMAPv1904] -source = "DATA/pr/CMAPv1904/pr.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/pr/CMAPv1904/pr.nc" land = True weight = 20 table_unit = "mm d-1" @@ -743,14 +743,14 @@ plot_unit = "mm d-1" space_mean = True [FLUXNET2015] -source = "DATA/pr/FLUXNET2015/pr.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/pr/FLUXNET2015/pr.nc" land = True weight = 9 table_unit = "mm d-1" plot_unit = "mm d-1" [GPCCv2018] -source = "DATA/pr/GPCCv2018/pr.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/pr/GPCCv2018/pr.nc" land = True weight = 20 table_unit = "mm d-1" @@ -758,7 +758,7 @@ plot_unit = "mm d-1" space_mean = True [GPCPv2.3] -source = "DATA/pr/GPCPv2.3/pr.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/pr/GPCPv2.3/pr.nc" land = True weight = 20 table_unit = "mm d-1" @@ -766,7 +766,7 @@ plot_unit = "mm d-1" space_mean = True [CLASS] -source = "DATA/pr/CLASS/pr.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/pr/CLASS/pr.nc" plot_unit = "mm d-1" table_unit = "mm d-1" weight = 25 @@ -781,11 +781,11 @@ weight = 3 mass_weighting = True [ERA5] -source = "DATA/rhums/ERA5/rhums.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/rhums/ERA5/rhums.nc" weight = 10 [CRU4.02] -source = "DATA/rhums/CRU4.02/rhums.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/rhums/CRU4.02/rhums.nc" weight = 10 #~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ @@ -796,19 +796,19 @@ alternate_vars = "rsds" weight = 2 [CERESed4.1] -source = "DATA/rsds/CERESed4.1/rsds.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/rsds/CERESed4.1/rsds.nc" weight = 15 [FLUXNET2015] -source = "DATA/rsds/FLUXNET2015/rsds.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/rsds/FLUXNET2015/rsds.nc" weight = 12 [GEWEX.SRB] -source = "DATA/rsds/GEWEX.SRB/rsds_0.5x0.5.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/rsds/GEWEX.SRB/rsds_0.5x0.5.nc" weight = 15 [WRMC.BSRN] -source = "DATA/rsds/WRMC.BSRN/rsds.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/rsds/WRMC.BSRN/rsds.nc" weight = 12 #~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ @@ -819,17 +819,17 @@ alternate_vars = "rlds" weight = 1 [CERESed4.1] -source = "DATA/rlds/CERESed4.1/rlds.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/rlds/CERESed4.1/rlds.nc" weight = 15 [FLUXNET2015] -source = "DATA/rlds/FLUXNET2015/rlds.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/rlds/FLUXNET2015/rlds.nc" weight = 12 [GEWEX.SRB] -source = "DATA/rlds/GEWEX.SRB/rlds_0.5x0.5.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/rlds/GEWEX.SRB/rlds_0.5x0.5.nc" weight = 15 [WRMC.BSRN] -source = "DATA/rlds/WRMC.BSRN/rlds.nc" +source = "/glade/campaign/cesm/community/lmwg/diag/ILAMB/DATA/rlds/WRMC.BSRN/rlds.nc" weight = 12 From e4562771c53360ef41e3aff50a2aa6fd20f9be4f Mon Sep 17 00:00:00 2001 From: Teagan King Date: Wed, 19 Jun 2024 13:06:06 -0600 Subject: [PATCH 07/94] update ilamb package and model setup --- environments/cupid-analysis.yml | 2 +- examples/ilamb/model_setup.txt | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/environments/cupid-analysis.yml b/environments/cupid-analysis.yml index a06dfca..3890af4 100644 --- a/environments/cupid-analysis.yml +++ b/environments/cupid-analysis.yml @@ -24,4 +24,4 @@ dependencies: - zarr - pip: - -e ../externals/mom6-tools - - git+https://github.com/rubisco-sfa/ILAMB.git@v2.7 + - git+https://github.com/olyson/ILAMB.git@lmwg diff --git a/examples/ilamb/model_setup.txt b/examples/ilamb/model_setup.txt index df2bf76..4d8dd50 100755 --- a/examples/ilamb/model_setup.txt +++ b/examples/ilamb/model_setup.txt @@ -1,2 +1,2 @@ # Model Name , Location of Files , Shift From, Shift To -CTSM51 , /glade/campaign/cesm/development/cross-wg/diagnostic_framework/CESM_output_for_testing/b.e23_alpha17f.BLT1850.ne30_t232.092/lnd/hist +CTSM51 , /glade/campaign/cesm/development/cross-wg/diagnostic_framework/CESM_output_for_testing/b.e23_alpha17f.BLT1850.ne30_t232.092/lnd/hist/ From 1846a68b851a50942d1ec248106ac6489f10b27e Mon Sep 17 00:00:00 2001 From: Teagan King <98482480+TeaganKing@users.noreply.github.com> Date: Wed, 26 Jun 2024 10:29:56 -0600 Subject: [PATCH 08/94] Create tasklist_completed.yml --- .github/workflows/tasklist_completed.yml | 12 ++++++++++++ 1 file changed, 12 insertions(+) create mode 100644 .github/workflows/tasklist_completed.yml diff --git a/.github/workflows/tasklist_completed.yml b/.github/workflows/tasklist_completed.yml new file mode 100644 index 0000000..ba6231a --- /dev/null +++ b/.github/workflows/tasklist_completed.yml @@ -0,0 +1,12 @@ +name: 'PR Tasks Completed Check' +on: + pull_request: + types: [opened, edited] + +jobs: + task-check: + runs-on: ubuntu-latest + steps: + - uses: kentaro-m/task-completed-checker-action@v0.1.2 + with: + repo-token: "${{ secrets.GITHUB_TOKEN }}" From 36f148ea94826f8a3d32cff5578330c93b645b27 Mon Sep 17 00:00:00 2001 From: Teagan King <98482480+TeaganKing@users.noreply.github.com> Date: Wed, 26 Jun 2024 10:45:43 -0600 Subject: [PATCH 09/94] Update tasklist_completed.yml for precommit --- .github/workflows/tasklist_completed.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/tasklist_completed.yml b/.github/workflows/tasklist_completed.yml index ba6231a..9ea2d1a 100644 --- a/.github/workflows/tasklist_completed.yml +++ b/.github/workflows/tasklist_completed.yml @@ -1,5 +1,5 @@ name: 'PR Tasks Completed Check' -on: +on: pull_request: types: [opened, edited] From 0d7852fdd7e6f5025d18c58ffdf9cfe461cd59f5 Mon Sep 17 00:00:00 2001 From: Teagan King <98482480+TeaganKing@users.noreply.github.com> Date: Wed, 3 Jul 2024 09:57:09 -0600 Subject: [PATCH 10/94] Update tasklist_completed.yml to use a different workflow --- .github/workflows/tasklist_completed.yml | 18 ++++++++++++------ 1 file changed, 12 insertions(+), 6 deletions(-) diff --git a/.github/workflows/tasklist_completed.yml b/.github/workflows/tasklist_completed.yml index 9ea2d1a..63d2794 100644 --- a/.github/workflows/tasklist_completed.yml +++ b/.github/workflows/tasklist_completed.yml @@ -1,12 +1,18 @@ -name: 'PR Tasks Completed Check' +name: PR Moderation + on: pull_request: - types: [opened, edited] + types: + - opened + - edited + - reopened jobs: - task-check: + verify: + name: Verify runs-on: ubuntu-latest + permissions: + pull-requests: write steps: - - uses: kentaro-m/task-completed-checker-action@v0.1.2 - with: - repo-token: "${{ secrets.GITHUB_TOKEN }}" + - name: Check tasklist + uses: Awayume/github-pr-tasklist-checker@v1 From 389ac26df609d6a98a813d304036ef5935bc4264 Mon Sep 17 00:00:00 2001 From: Teagan King <98482480+TeaganKing@users.noreply.github.com> Date: Wed, 3 Jul 2024 10:03:13 -0600 Subject: [PATCH 11/94] Update tasklist_completed.yml version update --- .github/workflows/tasklist_completed.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/tasklist_completed.yml b/.github/workflows/tasklist_completed.yml index 63d2794..c3e9d82 100644 --- a/.github/workflows/tasklist_completed.yml +++ b/.github/workflows/tasklist_completed.yml @@ -15,4 +15,4 @@ jobs: pull-requests: write steps: - name: Check tasklist - uses: Awayume/github-pr-tasklist-checker@v1 + uses: Awayume/github-pr-tasklist-checker@v1.2.0 From a315d205a390a5e21489cb957bd72bc201695daa Mon Sep 17 00:00:00 2001 From: Teagan King <98482480+TeaganKing@users.noreply.github.com> Date: Wed, 3 Jul 2024 10:06:26 -0600 Subject: [PATCH 12/94] Update tasklist_completed.yml revert to old workflow --- .github/workflows/tasklist_completed.yml | 18 ++++++------------ 1 file changed, 6 insertions(+), 12 deletions(-) diff --git a/.github/workflows/tasklist_completed.yml b/.github/workflows/tasklist_completed.yml index c3e9d82..9ea2d1a 100644 --- a/.github/workflows/tasklist_completed.yml +++ b/.github/workflows/tasklist_completed.yml @@ -1,18 +1,12 @@ -name: PR Moderation - +name: 'PR Tasks Completed Check' on: pull_request: - types: - - opened - - edited - - reopened + types: [opened, edited] jobs: - verify: - name: Verify + task-check: runs-on: ubuntu-latest - permissions: - pull-requests: write steps: - - name: Check tasklist - uses: Awayume/github-pr-tasklist-checker@v1.2.0 + - uses: kentaro-m/task-completed-checker-action@v0.1.2 + with: + repo-token: "${{ secrets.GITHUB_TOKEN }}" From 81f511622f797138a6f447714dad2e6638147e51 Mon Sep 17 00:00:00 2001 From: Teagan King <98482480+TeaganKing@users.noreply.github.com> Date: Wed, 3 Jul 2024 10:35:02 -0600 Subject: [PATCH 13/94] Update README.md to include fix for ipykernel issue --- README.md | 8 ++++++++ 1 file changed, 8 insertions(+) diff --git a/README.md b/README.md index de40497..2b663f5 100644 --- a/README.md +++ b/README.md @@ -67,6 +67,14 @@ $ cupid-build # Will build HTML from Jupyter Book After the last step is finished, you can use Jupyter to view generated notebooks in `${CUPID_ROOT}/examples/coupled-model/computed_notebooks/quick-run` or you can view `${CUPID_ROOT}/examples/coupled-model/computed_notebooks/quick-run/_build/html/index.html` in a web browser. +Notes: + +1. Some people seem to be getting the following error: `Environment cupid-analysis specified for .ipynb could not be found`. The fix for this seems to be the following: + ``` bash + $ conda activate cupid-analysis + (cupid-analysis) $ python -m ipykernel install --user --name=cupid-analysis + ``` + Furthermore, to clear the `computed_notebooks` folder which was generated by the `cupid-run` and `cupid-build` commands, you can run the following command: ``` bash From f504b673103579ee6e368f71bdd71e3af0d5442b Mon Sep 17 00:00:00 2001 From: Teagan King <98482480+TeaganKing@users.noreply.github.com> Date: Wed, 3 Jul 2024 11:33:36 -0600 Subject: [PATCH 14/94] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 2b663f5..524bb3d 100644 --- a/README.md +++ b/README.md @@ -69,7 +69,7 @@ or you can view `${CUPID_ROOT}/examples/coupled-model/computed_notebooks/quick-r Notes: -1. Some people seem to be getting the following error: `Environment cupid-analysis specified for .ipynb could not be found`. The fix for this seems to be the following: +1. Occasionally users report the following error the first time they run CUPiD: `Environment cupid-analysis specified for .ipynb could not be found`. The fix for this is the following: ``` bash $ conda activate cupid-analysis (cupid-analysis) $ python -m ipykernel install --user --name=cupid-analysis From b236d43303379e19122af06fbf6e306839954661 Mon Sep 17 00:00:00 2001 From: Teagan Date: Wed, 3 Jul 2024 11:38:52 -0600 Subject: [PATCH 15/94] move pull request template --- .../pull_request_template.md => PULL_REQUEST_TEMPLATE.md} | 0 1 file changed, 0 insertions(+), 0 deletions(-) rename .github/{PULL_REQUEST_TEMPLATE/pull_request_template.md => PULL_REQUEST_TEMPLATE.md} (100%) diff --git a/.github/PULL_REQUEST_TEMPLATE/pull_request_template.md b/.github/PULL_REQUEST_TEMPLATE.md similarity index 100% rename from .github/PULL_REQUEST_TEMPLATE/pull_request_template.md rename to .github/PULL_REQUEST_TEMPLATE.md From 1fae39ae62d0d0553da8cf7f15a1df316e0af309 Mon Sep 17 00:00:00 2001 From: Teagan King Date: Mon, 8 Jul 2024 20:49:33 -0600 Subject: [PATCH 16/94] working model_setup.txt --- examples/ilamb/model_setup.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/examples/ilamb/model_setup.txt b/examples/ilamb/model_setup.txt index 4d8dd50..6ca104a 100755 --- a/examples/ilamb/model_setup.txt +++ b/examples/ilamb/model_setup.txt @@ -1,2 +1,2 @@ # Model Name , Location of Files , Shift From, Shift To -CTSM51 , /glade/campaign/cesm/development/cross-wg/diagnostic_framework/CESM_output_for_testing/b.e23_alpha17f.BLT1850.ne30_t232.092/lnd/hist/ +CTSM51 , /glade/campaign/cgd/tss/common/Land_Only_Simulations/CTSM52_DEV/ctsm51_ctsm51d166deadveg_1deg_CRUJRA_FLDS_ABsnoCDE_blk_A5BCD_hist/lnd/hist/ From 7bbb2eedd65828818f9774c1fb362d0ed7cb4303 Mon Sep 17 00:00:00 2001 From: Michael Levy Date: Wed, 10 Jul 2024 14:25:42 -0600 Subject: [PATCH 17/94] Update permissions for the action Give "write" permission to "checks" --- .github/workflows/tasklist_completed.yml | 2 ++ 1 file changed, 2 insertions(+) diff --git a/.github/workflows/tasklist_completed.yml b/.github/workflows/tasklist_completed.yml index 9ea2d1a..8fef8bd 100644 --- a/.github/workflows/tasklist_completed.yml +++ b/.github/workflows/tasklist_completed.yml @@ -6,6 +6,8 @@ on: jobs: task-check: runs-on: ubuntu-latest + permissions: + checks: write steps: - uses: kentaro-m/task-completed-checker-action@v0.1.2 with: From 284d499a85a27f184ed750c9c2b273f52e1234e1 Mon Sep 17 00:00:00 2001 From: Teagan King Date: Thu, 11 Jul 2024 10:52:38 -0600 Subject: [PATCH 18/94] use main ilamb repo --- environments/cupid-analysis.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/environments/cupid-analysis.yml b/environments/cupid-analysis.yml index 3890af4..012f124 100644 --- a/environments/cupid-analysis.yml +++ b/environments/cupid-analysis.yml @@ -24,4 +24,4 @@ dependencies: - zarr - pip: - -e ../externals/mom6-tools - - git+https://github.com/olyson/ILAMB.git@lmwg + - git+https://github.com/rubisco-sfa/ILAMB.git From 05aa058f177bc1ff33685fcd09ee265fe7168a27 Mon Sep 17 00:00:00 2001 From: Teagan King Date: Thu, 11 Jul 2024 11:44:57 -0600 Subject: [PATCH 19/94] add SP config file for ilamb --- examples/ilamb/ilamb_nohoff_final_CLM_SP.cfg | 610 +++++++++++++++++++ 1 file changed, 610 insertions(+) create mode 100644 examples/ilamb/ilamb_nohoff_final_CLM_SP.cfg diff --git a/examples/ilamb/ilamb_nohoff_final_CLM_SP.cfg b/examples/ilamb/ilamb_nohoff_final_CLM_SP.cfg new file mode 100644 index 0000000..a07c4bf --- /dev/null +++ b/examples/ilamb/ilamb_nohoff_final_CLM_SP.cfg @@ -0,0 +1,610 @@ +# This configure file uses observational data which can be obtained by +# running the following command after exporting ILAMB_ROOT to the +# appropriate location. +# +# ilamb-fetch --remote_root https://www.ilamb.org/ILAMB-Data +# +# Extra ilamb-run options are defined here with the '#!' symbols: +# +#! define_regions = DATA/regions/GlobalLand.nc +# +[h1: Ecosystem and Carbon Cycle] +bgcolor = "#ECFFE6" + +#~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +[h2: Gross Primary Productivity] +variable = "FPSN" +alternate_vars = "gpp" +cmap = "Greens" +weight = 5 +mass_weighting = True + +[FLUXNET2015] +source = "DATA/gpp/FLUXNET2015/gpp.nc" +weight = 9 +table_unit = "g m-2 d-1" +plot_unit = "g m-2 d-1" + +[FLUXCOM] +source = "DATA/gpp/FLUXCOM/gpp.nc" +weight = 15 +table_unit = "Pg yr-1" +plot_unit = "g m-2 d-1" +space_mean = False +skip_iav = True +relationships = "Evapotranspiration/GLEAMv3.3a","Precipitation/GPCPv2.3","SurfaceDownwardSWRadiation/CERESed4.1","SurfaceNetSWRadiation/CERESed4.1","SurfaceAirTemperature/CRU4.02" + +[WECANN] +source = "DATA/gpp/WECANN/gpp.nc" +weight = 15 +table_unit = "Pg yr-1" +plot_unit = "g m-2 d-1" +space_mean = False + +[GBAF] +source = "DATA/gpp/GBAF/gpp_0.5x0.5.nc" +weight = 15 +table_unit = "Pg yr-1" +plot_unit = "g m-2 d-1" +space_mean = False +skip_iav = True +relationships = "Evapotranspiration/GLEAMv3.3a","Precipitation/GPCPv2.3","SurfaceDownwardSWRadiation/CERESed4.1","SurfaceNetSWRadiation/CERESed4.1","SurfaceAirTemperature/CRU4.02" + +########################################################################### + +[h1: Hydrology Cycle] +bgcolor = "#E6F9FF" + +[h2: Evapotranspiration] +variable = "et" +alternate_vars = "evspsbl" +derived = "QVEGE+QVEGT+QSOIL" +cmap = "Blues" +weight = 5 +mass_weighting = True + +[GLEAMv3.3a] +source = "DATA/evspsbl/GLEAMv3.3a/et.nc" +weight = 15 +table_unit = "mm d-1" +plot_unit = "mm d-1" +relationships = "Precipitation/GPCPv2.3","SurfaceAirTemperature/CRU4.02" + +[MODIS] +source = "DATA/evspsbl/MODIS/et_0.5x0.5.nc" +weight = 15 +table_unit = "mm d-1" +plot_unit = "mm d-1" +relationships = "Precipitation/GPCPv2.3","SurfaceAirTemperature/CRU4.02" + +[MOD16A2] +source = "DATA/evspsbl/MOD16A2/et.nc" +weight = 15 +table_unit = "mm d-1" +plot_unit = "mm d-1" +relationships = "Precipitation/GPCPv2.3","SurfaceAirTemperature/CRU4.02" + +#~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +[h2: Evaporative Fraction] +variable = "EvapFrac" +weight = 5 +mass_weighting = True +ctype = "ConfEvapFraction" +cmap = "BuGn" + +[FLUXCOM] +hfss_source = "DATA/hfss/FLUXCOM/sh.nc" +hfls_source = "DATA/hfls/FLUXCOM/le.nc" +weight = 9 +skip_rmse = True + +[CLASS] +variable = "evapfrac" +hfss_source = "DATA/hfss/CLASS/hfss.nc" +hfls_source = "DATA/hfls/CLASS/hfls.nc" +skip_rmse = True +weight = 25 + +[WECANN] +hfss_source = "DATA/hfss/WECANN/hfss.nc" +hfls_source = "DATA/hfls/WECANN/hfls.nc" +weight = 9 +skip_rmse = True + +[GBAF] +hfss_source = "DATA/sh/GBAF/sh_0.5x0.5.nc" +hfls_source = "DATA/le/GBAF/le_0.5x0.5.nc" +weight = 9 +skip_rmse = True +skip_iav = True +limit_type = "99per" + +#~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +[h2: Latent Heat] +variable = "hfls" +alternate_vars = "le,EFLX_LH_TOT" +cmap = "Oranges" +weight = 5 +mass_weighting = True + +[FLUXNET2015] +source = "DATA/hfls/FLUXNET2015/hfls.nc" +weight = 3 + +[FLUXCOM] +source = "DATA/hfls/FLUXCOM/le.nc" +land = True +weight = 9 +skip_iav = True + +[DOLCE] +source = "DATA/evspsbl/DOLCE/DOLCE.nc" +weight = 15 +land = True + +[CLASS] +source = "DATA/hfls/CLASS/hfls.nc" +plot_unit = "W m-2" +table_unit = "W m-2" +weight = 25 + +[WECANN] +source = "DATA/hfls/WECANN/hfls.nc" +plot_unit = "W m-2" +table_unit = "W m-2" +weight = 9 + +[GBAF] +source = "DATA/le/GBAF/le_0.5x0.5.nc" +land = True +weight = 9 +skip_iav = True + +#~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +[h2: Runoff] +variable = "runoff" +alternate_vars = "mrro,QRUNOFF" +weight = 5 +mass_weighting = True + +[Dai] +ctype = "ConfRunoff" +source = "DATA/mrro/Dai/runoff.nc" +weight = 15 + +[LORA] +source = "DATA/mrro/LORA/LORA.nc" +table_unit = "mm d-1" +plot_unit = "mm d-1" +weight = 15 + +[CLASS] +source = "DATA/mrro/CLASS/mrro.nc" +plot_unit = "mm d-1" +table_unit = "mm d-1" +weight = 25 + +#~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +[h2: Sensible Heat] +variable = "hfss" +alternate_vars = "sh,FSH" +weight = 2 +mass_weighting = True + +[FLUXNET2015] +source = "DATA/hfss/FLUXNET2015/hfss.nc" +weight = 9 + +[FLUXCOM] +source = "DATA/hfss/FLUXCOM/sh.nc" +weight = 15 +skip_iav = True + +[CLASS] +source = "DATA/hfss/CLASS/hfss.nc" +plot_unit = "W m-2" +table_unit = "W m-2" +weight = 25 + +[WECANN] +source = "DATA/hfss/WECANN/hfss.nc" +plot_unit = "W m-2" +table_unit = "W m-2" +weight = 15 + +[GBAF] +source = "DATA/sh/GBAF/sh_0.5x0.5.nc" +weight = 15 +skip_iav = True + +#~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +[h2: Terrestrial Water Storage Anomaly] +variable = "twsa" +alternate_vars = "tws,TWS" +derived = "RAIN+SNOW-QVEGE-QVEGT-QSOIL-QRUNOFF" +cmap = "Blues" +weight = 5 +ctype = "ConfTWSA" + +[GRACE] +source = "DATA/twsa/GRACE/twsa_0.5x0.5.nc" +weight = 25 + +#~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +[h2: Snow Water Equivalent] +variable = "H2OSNO" +alternate_vars = "swe,snw" +cmap = "Blues" +weight = 5 +ctype = "ConfSWE" + +[CanSISE] +source = "DATA/swe/CanSISE/swe.nc" +weight = 25 +plot_unit = "cm" +table_unit = "cm" + +#~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +[h2: Permafrost] +variable = "TSOI" +alternate_vars = "tsl" + +[Brown2002] +ctype = "ConfPermafrost" +source = "DATA/permafrost/Brown2002/Brown2002.nc" +y0 = 1985. +yf = 2005. +Teps = 273.15 +dmax = 3.5 + +#~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +[Obu2018] +ctype = "ConfPermafrost" +source = "DATA/permafrost/Obu2018/Obu2018.nc" +y0 = 2000. +yf = 2016. +Teps = 273.15 +dmax = 3.5 + +#~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +[h2: Surface Soil Moisture] +variable = "SOILWATER_10CM" +alternate_vars = "mrsos" +weight = 3 +cmap = "Blues" + +[WangMao] +source = "DATA/mrsos/WangMao/mrsos_olc.nc" +weight = 15 + +########################################################################### + +[h1: Radiation and Energy Cycle] +bgcolor = "#FFECE6" + +#~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +[h2: Albedo] +variable = "albedo" +weight = 1 +ctype = "ConfAlbedo" + +[CERESed4.1] +source = "DATA/albedo/CERESed4.1/albedo.nc" +weight = 20 + +[GEWEX.SRB] +source = "DATA/albedo/GEWEX.SRB/albedo_0.5x0.5.nc" +weight = 20 + +#[MODIS] +#source = "DATA/albedo/MODIS/albedo_0.5x0.5.nc" +#weight = 20 + +#~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +[h2: Surface Upward SW Radiation] +variable = "rsus" +alternate_vars = "FSR" +weight = 1 + +[CERESed4.1] +source = "DATA/rsus/CERESed4.1/rsus.nc" +weight = 15 + +[FLUXNET2015] +source = "DATA/rsus/FLUXNET2015/rsus.nc" +weight = 12 + +[GEWEX.SRB] +source = "DATA/rsus/GEWEX.SRB/rsus_0.5x0.5.nc" +weight = 15 + +[WRMC.BSRN] +source = "DATA/rsus/WRMC.BSRN/rsus.nc" +weight = 12 + +#~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +[h2: Surface Net SW Radiation] +variable = "rsns" +alternate_vars = "FSA" +derived = "rsds-rsus" +weight = 1 + +[CERESed4.1] +source = "DATA/rsns/CERESed4.1/rsns.nc" +weight = 15 + +[FLUXNET2015] +source = "DATA/rsns/FLUXNET2015/rsns.nc" +weight = 12 + +[GEWEX.SRB] +source = "DATA/rsns/GEWEX.SRB/rsns_0.5x0.5.nc" +weight = 15 + +[WRMC.BSRN] +source = "DATA/rsns/WRMC.BSRN/rsns.nc" +weight = 12 + +#~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +[h2: Surface Upward LW Radiation] +variable = "rlus" +alternate_vars = "FIRE" +weight = 1 + +[CERESed4.1] +source = "DATA/rlus/CERESed4.1/rlus.nc" +weight = 15 + +[FLUXNET2015] +source = "DATA/rlus/FLUXNET2015/rlus.nc" +weight = 12 + +[GEWEX.SRB] +source = "DATA/rlus/GEWEX.SRB/rlus_0.5x0.5.nc" +weight = 15 + +[WRMC.BSRN] +source = "DATA/rlus/WRMC.BSRN/rlus.nc" +weight = 12 + +#~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +[h2: Surface Net LW Radiation] +variable = "rlns" +derived = "FLDS-FIRE" +weight = 1 + +[CERESed4.1] +source = "DATA/rlns/CERESed4.1/rlns.nc" +weight = 15 + +[FLUXNET2015] +source = "DATA/rlns/FLUXNET2015/rlns.nc" +weight = 12 + +[GEWEX.SRB] +source = "DATA/rlns/GEWEX.SRB/rlns_0.5x0.5.nc" +weight = 15 + +[WRMC.BSRN] +source = "DATA/rlns/WRMC.BSRN/rlns.nc" +weight = 12 + +#~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +[h2: Surface Net Radiation] +variable = "rns" +derived = "FLDS-FIRE+FSDS-FSR" +weight = 2 +cmap = "RdPu" + +[CERESed4.1] +source = "DATA/rns/CERESed4.1/rns.nc" +weight = 15 + +[FLUXNET2015] +source = "DATA/rns/FLUXNET2015/rns.nc" +weight = 12 + +[GEWEX.SRB] +source = "DATA/rns/GEWEX.SRB/rns_0.5x0.5.nc" +weight = 15 + +[WRMC.BSRN] +source = "DATA/rns/WRMC.BSRN/rns.nc" +weight = 12 + +[CLASS] +source = "DATA/rns/CLASS/rns.nc" +plot_unit = "W m-2" +table_unit = "W m-2" +weight = 25 + +#~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +[h2: Ground Heat Flux] +variable = "hfdsl" +alternate_vars = "FGR12" +cmap = "Oranges" + +[CLASS] +source = "DATA/hfdsl/CLASS/hfdsl.nc" +plot_unit = "W m-2" +table_unit = "W m-2" + +########################################################################### + +[h1: Forcings] +bgcolor = "#EDEDED" + +#~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +[h2: Surface Air Temperature] +variable = "TSA" +alternate_vars = "tas" +weight = 2 + +[CRU4.02] +source = "DATA/tas/CRU4.02/tas.nc" +weight = 25 + +[FLUXNET2015] +source = "DATA/tas/FLUXNET2015/tas.nc" +weight = 9 + +#~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +[h2: Diurnal Max Temperature] +variable = "TREFMXAV" +alternate_vars = "tasmax" +weight = 2 + +[CRU4.02] +source = "DATA/tasmax/CRU4.02/tasmax.nc" +weight = 25 + +#~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +[h2: Diurnal Min Temperature] +variable = "TREFMNAV" +alternate_vars = "tasmin" +weight = 2 + +[CRU4.02] +source = "DATA/tasmin/CRU4.02/tasmin.nc" +weight = 25 + +#~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +[h2: Diurnal Temperature Range] +variable = "dtr" +weight = 2 +derived = "TREFMXAV-TREFMNAV" + +[CRU4.02] +source = "DATA/dtr/CRU4.02/dtr.nc" +weight = 25 + +#~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +[h2: Precipitation] +variable = "pr" +derived = "RAIN+SNOW" +cmap = "Blues" +weight = 2 +mass_weighting = True + +[CMAPv1904] +source = "DATA/pr/CMAPv1904/pr.nc" +land = True +weight = 20 +table_unit = "mm d-1" +plot_unit = "mm d-1" +space_mean = True + +[FLUXNET2015] +source = "DATA/pr/FLUXNET2015/pr.nc" +land = True +weight = 9 +table_unit = "mm d-1" +plot_unit = "mm d-1" + +[GPCCv2018] +source = "DATA/pr/GPCCv2018/pr.nc" +land = True +weight = 20 +table_unit = "mm d-1" +plot_unit = "mm d-1" +space_mean = True + +[GPCPv2.3] +source = "DATA/pr/GPCPv2.3/pr.nc" +land = True +weight = 20 +table_unit = "mm d-1" +plot_unit = "mm d-1" +space_mean = True + +[CLASS] +source = "DATA/pr/CLASS/pr.nc" +plot_unit = "mm d-1" +table_unit = "mm d-1" +weight = 25 + +#~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +[h2: Surface Relative Humidity] +variable = "RH2M" +alternate_vars = "rhums,hurs" +cmap = "Blues" +weight = 3 +mass_weighting = True + +[ERA5] +source = "DATA/rhums/ERA5/rhums.nc" +weight = 10 + +[CRU4.02] +source = "DATA/rhums/CRU4.02/rhums.nc" +weight = 10 + +#~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +[h2: Surface Downward SW Radiation] +variable = "FSDS" +alternate_vars = "rsds" +weight = 2 + +[CERESed4.1] +source = "DATA/rsds/CERESed4.1/rsds.nc" +weight = 15 + +[FLUXNET2015] +source = "DATA/rsds/FLUXNET2015/rsds.nc" +weight = 12 + +[GEWEX.SRB] +source = "DATA/rsds/GEWEX.SRB/rsds_0.5x0.5.nc" +weight = 15 + +[WRMC.BSRN] +source = "DATA/rsds/WRMC.BSRN/rsds.nc" +weight = 12 + +#~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +[h2: Surface Downward LW Radiation] +variable = "FLDS" +alternate_vars = "rlds" +weight = 1 + +[CERESed4.1] +source = "DATA/rlds/CERESed4.1/rlds.nc" +weight = 15 + +[FLUXNET2015] +source = "DATA/rlds/FLUXNET2015/rlds.nc" +weight = 12 + +[GEWEX.SRB] +source = "DATA/rlds/GEWEX.SRB/rlds_0.5x0.5.nc" +weight = 15 + +[WRMC.BSRN] +source = "DATA/rlds/WRMC.BSRN/rlds.nc" +weight = 12 + From 89e19e0e041a2b2e53689463776900c1b59a6d2d Mon Sep 17 00:00:00 2001 From: Teagan King Date: Thu, 11 Jul 2024 11:51:07 -0600 Subject: [PATCH 20/94] updated config file for formatting --- examples/ilamb/ilamb_nohoff_final_CLM_SP.cfg | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/examples/ilamb/ilamb_nohoff_final_CLM_SP.cfg b/examples/ilamb/ilamb_nohoff_final_CLM_SP.cfg index a07c4bf..7bca282 100644 --- a/examples/ilamb/ilamb_nohoff_final_CLM_SP.cfg +++ b/examples/ilamb/ilamb_nohoff_final_CLM_SP.cfg @@ -503,7 +503,7 @@ weight = 25 [h2: Precipitation] variable = "pr" -derived = "RAIN+SNOW" +derived = "RAIN+SNOW" cmap = "Blues" weight = 2 mass_weighting = True @@ -607,4 +607,3 @@ weight = 15 [WRMC.BSRN] source = "DATA/rlds/WRMC.BSRN/rlds.nc" weight = 12 - From ce84290df1653d4a3c801b855e80fbda2c7281f7 Mon Sep 17 00:00:00 2001 From: Jesse Nusbaumer Date: Tue, 16 Jul 2024 15:12:46 -0600 Subject: [PATCH 21/94] Add new optional 'ts_output_dir' config variable to allow for user to control time series generator output location." --- cupid/run.py | 14 +++++++++++++- 1 file changed, 13 insertions(+), 1 deletion(-) diff --git a/cupid/run.py b/cupid/run.py index d934cc7..f70ee8b 100755 --- a/cupid/run.py +++ b/cupid/run.py @@ -110,6 +110,18 @@ def run( for component, comp_bool in component_options.items(): if comp_bool: + + # set time series output directory: + #----- + ts_output_dir = [os.path.join(global_params["CESM_output_dir"], + timeseries_params["case_name"], + f"/{component}/proc/tseries/")] + + if "ts_output_dir" in timeseries_params: + ts_output_dir = [os.path.join(timeseries_params["ts_output_dir"], + f"{component}/proc/tseries/")] + #----- + # fmt: off # pylint: disable=line-too-long cupid.timeseries.create_time_series( @@ -119,7 +131,7 @@ def run( [timeseries_params["case_name"]], timeseries_params[component]["hist_str"], [global_params["CESM_output_dir"]+"/"+timeseries_params["case_name"]+f"/{component}/hist/"], - [global_params["CESM_output_dir"]+"/"+timeseries_params["case_name"]+f"/{component}/proc/tseries/"], + ts_output_dir, # Note that timeseries output will eventually go in # /glade/derecho/scratch/${USER}/archive/${CASE}/${component}/proc/tseries/ timeseries_params["ts_done"], From 595e4d62487775f6a90b7344546deaecd45f961d Mon Sep 17 00:00:00 2001 From: Jesse Nusbaumer Date: Tue, 16 Jul 2024 15:51:53 -0600 Subject: [PATCH 22/94] Apply changes found by pre-commit. --- cupid/run.py | 22 +++++++++++++++------- 1 file changed, 15 insertions(+), 7 deletions(-) diff --git a/cupid/run.py b/cupid/run.py index f70ee8b..e0c5d00 100755 --- a/cupid/run.py +++ b/cupid/run.py @@ -112,15 +112,23 @@ def run( if comp_bool: # set time series output directory: - #----- - ts_output_dir = [os.path.join(global_params["CESM_output_dir"], - timeseries_params["case_name"], - f"/{component}/proc/tseries/")] + # ----- + ts_output_dir = [ + os.path.join( + global_params["CESM_output_dir"], + timeseries_params["case_name"], + f"/{component}/proc/tseries/", + ), + ] if "ts_output_dir" in timeseries_params: - ts_output_dir = [os.path.join(timeseries_params["ts_output_dir"], - f"{component}/proc/tseries/")] - #----- + ts_output_dir = [ + os.path.join( + timeseries_params["ts_output_dir"], + f"{component}/proc/tseries/", + ), + ] + # ----- # fmt: off # pylint: disable=line-too-long From 42bd1db6b4ee54f1915665a3f9500ed0e062f6e4 Mon Sep 17 00:00:00 2001 From: Jesse Nusbaumer Date: Tue, 16 Jul 2024 16:16:17 -0600 Subject: [PATCH 23/94] Apply os.path.join method to remaining directories in time series generator. --- cupid/run.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/cupid/run.py b/cupid/run.py index e0c5d00..fda75b1 100755 --- a/cupid/run.py +++ b/cupid/run.py @@ -117,7 +117,7 @@ def run( os.path.join( global_params["CESM_output_dir"], timeseries_params["case_name"], - f"/{component}/proc/tseries/", + f"{component}", "proc", "tseries", ), ] @@ -125,7 +125,7 @@ def run( ts_output_dir = [ os.path.join( timeseries_params["ts_output_dir"], - f"{component}/proc/tseries/", + f"{component}", "proc", "tseries", ), ] # ----- From 91c1698345ad9c15c87c5d80a4c8fa66a8015139 Mon Sep 17 00:00:00 2001 From: Jesse Nusbaumer Date: Wed, 17 Jul 2024 16:38:48 -0600 Subject: [PATCH 24/94] Apply review requests. --- cupid/run.py | 22 +++++++++------------- 1 file changed, 9 insertions(+), 13 deletions(-) diff --git a/cupid/run.py b/cupid/run.py index fda75b1..0686bda 100755 --- a/cupid/run.py +++ b/cupid/run.py @@ -113,21 +113,17 @@ def run( # set time series output directory: # ----- - ts_output_dir = [ - os.path.join( - global_params["CESM_output_dir"], - timeseries_params["case_name"], - f"{component}", "proc", "tseries", - ), - ] - if "ts_output_dir" in timeseries_params: - ts_output_dir = [ - os.path.join( + ts_output_dir = os.path.join( timeseries_params["ts_output_dir"], f"{component}", "proc", "tseries", - ), - ] + ) + else: + ts_output_dir = os.path.join( + global_params["CESM_output_dir"], + timeseries_params["case_name"], + f"{component}", "proc", "tseries", + ) # ----- # fmt: off @@ -139,7 +135,7 @@ def run( [timeseries_params["case_name"]], timeseries_params[component]["hist_str"], [global_params["CESM_output_dir"]+"/"+timeseries_params["case_name"]+f"/{component}/hist/"], - ts_output_dir, + [ts_output_dir], # Note that timeseries output will eventually go in # /glade/derecho/scratch/${USER}/archive/${CASE}/${component}/proc/tseries/ timeseries_params["ts_done"], From 814ea687356d0a00752424d84682aba9e385ff82 Mon Sep 17 00:00:00 2001 From: Michael Levy Date: Thu, 18 Jul 2024 14:55:02 -0600 Subject: [PATCH 25/94] Add glacier notebook to nblibrary This is the first notebook that runs under the key_metric example --- examples/key_metrics/config.yml | 53 +- .../nblibrary/glc/LIWG_SMB_diagnostic.ipynb | 818 ++++++++++++++++++ 2 files changed, 850 insertions(+), 21 deletions(-) create mode 100644 examples/nblibrary/glc/LIWG_SMB_diagnostic.ipynb diff --git a/examples/key_metrics/config.yml b/examples/key_metrics/config.yml index cc397e1..db3066a 100644 --- a/examples/key_metrics/config.yml +++ b/examples/key_metrics/config.yml @@ -115,19 +115,29 @@ compute_notebooks: # config_path: . # config_fil_str: "config_f.cam6_3_119.FLTHIST_ne30.r328_gamma0.33_soae.001.yaml" -# ocn: -# ocean_surface: + glc: + LIWG_SMB_diagnostic: + parameter_groups: + none: + case_name2: 'f.e23_alpha17f.FLTHIST_ne30.roughtopo.099' + CESM2_output_dir: '/glade/campaign/cesm/collections/collections/CESM2-LE/timeseries/glc/proc/tseries/year_1/smb' + CESM2_case_name: 'b.e21.BHISTsmbb.f09_g17.LE2-1251.019.cism.h.smb.1850-2015.nc' + path_obs: '/glade/u/home/gunterl/obs_diagnostic_cesm/' + obs_name: 'GrIS_MARv3.12_climo_1960_1999.nc' + last_year: 2005 + +# ice: +# seaice: # parameter_groups: # none: -# Case: b.e23_alpha16b.BLT1850.ne30_t232.054 -# savefigs: False -# mom6_tools_config: -# start_date: '0091-01-01' -# end_date: '0101-01-01' -# Fnames: -# native: 'mom6.h.native.????-??.nc' -# static: 'mom6.h.static.nc' -# oce_cat: /glade/u/home/gmarques/libs/oce-catalogs/reference-datasets.yml +# cases: +# - g.e23_a16g.GJRAv4.TL319_t232_hycom1_N75.2024.005 +# - g.e23_a16g.GJRAv4.TL319_t232_zstar_N65.2024.004 +# begyr1: 245 +# endyr1: 305 +# begyr2: 245 +# endyr2: 305 +# nyears: 25 # lnd: # land_comparison: @@ -140,18 +150,19 @@ compute_notebooks: # - 1850pAD # - 1850pSASU -# ice: -# seaice: +# ocn: +# ocean_surface: # parameter_groups: # none: -# cases: -# - g.e23_a16g.GJRAv4.TL319_t232_hycom1_N75.2024.005 -# - g.e23_a16g.GJRAv4.TL319_t232_zstar_N65.2024.004 -# begyr1: 245 -# endyr1: 305 -# begyr2: 245 -# endyr2: 305 -# nyears: 25 +# Case: b.e23_alpha16b.BLT1850.ne30_t232.054 +# savefigs: False +# mom6_tools_config: +# start_date: '0091-01-01' +# end_date: '0101-01-01' +# Fnames: +# native: 'mom6.h.native.????-??.nc' +# static: 'mom6.h.static.nc' +# oce_cat: /glade/u/home/gmarques/libs/oce-catalogs/reference-datasets.yml ########### JUPYTER BOOK CONFIG ########### diff --git a/examples/nblibrary/glc/LIWG_SMB_diagnostic.ipynb b/examples/nblibrary/glc/LIWG_SMB_diagnostic.ipynb new file mode 100644 index 0000000..65fc2a0 --- /dev/null +++ b/examples/nblibrary/glc/LIWG_SMB_diagnostic.ipynb @@ -0,0 +1,818 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "e45c723f-aa6f-4db4-a197-492132cc8156", + "metadata": {}, + "source": [ + "# Land ice SMB model comparison\n", + "This notebook compares the downscaled output of surface mass balance (SMB) over the Greenland ice sheet (GrIS) to the regional model MAR. In what follows, we interchangeably call the MAR data \"observation\".\n", + "\\\n", + "Note1: the MAR data are processed as a climatology spanning 1960-1999.\\\n", + "Note2: the MAR data are available at a uniform resolution of 1km using the same projection as the CISM grid. This notebook requires the interpolation of the MAR data on the CISM grid. The interpolation is done in this notebook (for now) to allow for the eventuality of the CISM grid or the MAR grid to change in the future. \\\n", + "creation: 05-26-24 \\\n", + "contact: Gunter Leguy (gunterl@ucar.edu)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "81bedf90-288c-4cfa-add5-b199ca9bcf72", + "metadata": {}, + "outputs": [], + "source": [ + "# Import packages\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "import matplotlib.cm as mcm\n", + "from netCDF4 import Dataset\n", + "import os\n", + "from scipy.interpolate import RegularGridInterpolator\n", + "\n", + "# to display figures in notebook after executing the code.\n", + "%matplotlib inline" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "e02f1300-e0e1-448c-b534-68146555d660", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [ + "parameters" + ] + }, + "outputs": [], + "source": [ + "# Parameter Defaults\n", + "\n", + "CESM_output_dir = \"/glade/campaign/cesm/development/cross-wg/diagnostic_framework/CESM_output_for_testing\"\n", + "CESM2_output_dir = \"/glade/campaign/cesm/collections/collections/CESM2-LE/timeseries/glc/proc/tseries/year_1/smb\"\n", + "\n", + "case_name = \"b.e23_alpha17f.BLT1850.ne30_t232.092\" # case name\n", + "case_name2 = \"f.e23_alpha17f.FLTHIST_ne30.roughtopo.099\" # case name\n", + "CESM2_case_name = \"b.e21.BHISTsmbb.f09_g17.LE2-1251.019.cism.h.smb.1850-2015.nc\"\n", + "path_obs = \"/glade/u/home/gunterl/obs_diagnostic_cesm\" # path to observed dataset\n", + "obs_name = \"GrIS_MARv3.12_climo_1960_1999.nc\"\n", + "last_year = 2005" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "cef60ddb-9ff4-4a14-a8ea-0d5740b6c18a", + "metadata": {}, + "outputs": [], + "source": [ + "path_glc = f\"{CESM_output_dir}/{case_name}/glc/hist\" # path to glc output\n", + "file_glc = f\"{path_glc}/{case_name}.cism.gris.initial_hist.0001-01-01-00000.nc\" # name of glc file output\n", + "\n", + "path_cpl = f\"{CESM_output_dir}/{case_name2}/cpl/hist\" # path to cpl output\n", + "file_cpl = f\"{path_cpl}/{case_name2}.cpl.hx.1yr2glc.1996-01-01-00000.nc\" # name of last cpl simulation output\n", + "\n", + "file_obs = f\"{path_obs}/{obs_name}\" # name of observed dataset file\n", + "file_cesm2 = f\"{CESM2_output_dir}/{CESM2_case_name}\" # name of CESM2 dataset" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "52ba1301-0c4c-481c-a57b-a9614160807b", + "metadata": {}, + "outputs": [], + "source": [ + "## CISM grid information and loading a field used for filtering\n", + "\n", + "# Reading the information we need from the glc file\n", + "nid = Dataset(file_glc, \"r\")\n", + "x_cism = nid.variables[\"x1\"][:]\n", + "y_cism = nid.variables[\"y1\"][:]\n", + "thk_cism = np.squeeze(nid.variables[\"thk\"][0, :, :])\n", + "nid.close()\n", + "\n", + "# Defining the grid dimensions\n", + "## For the CISM grid\n", + "nx_cism = len(x_cism)\n", + "ny_cism = len(y_cism)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "69891e0a-0cc6-48bd-a9bf-b61e19da13b4", + "metadata": {}, + "outputs": [], + "source": [ + "## The observed dataset\n", + "nid = Dataset(file_obs, \"r\")\n", + "x_obs = nid.variables[\"x\"][:]\n", + "y_obs = nid.variables[\"y\"][:]\n", + "smb_obs_src = np.squeeze(nid.variables[\"SMB\"][0, :, :])\n", + "nid.close()\n", + "\n", + "## For the observed grid\n", + "nx_obs = len(x_obs)\n", + "ny_obs = len(y_obs)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "05eee529-d42f-4872-8cf2-f484ca44bf3f", + "metadata": {}, + "outputs": [], + "source": [ + "# Constants\n", + "ny_climo = 10 # number of years to compute the climatology\n", + "res = np.abs(x_cism[1] - x_cism[0]) # CISM output resolution\n", + "\n", + "rhoi = 917 # ice density kg/m3\n", + "rhow = 1000 # water density kg/m3\n", + "sec_in_yr = 60 * 60 * 24 * 365 # seconds in a year\n", + "\n", + "smb_convert = sec_in_yr / rhoi * 1000 # converting kg m-2 s-1 ice to mm y-1 w.e.\n", + "kg_to_Gt = 1e-12 # Converting kg to Gt\n", + "mm_to_Gt = rhow * 1e-3 * res**2 * kg_to_Gt # converting mm/yr to Gt/yr" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "4cf8782d-1500-4707-bd3b-88aa2e2c9120", + "metadata": {}, + "outputs": [], + "source": [ + "# Functions used in this notebook\n", + "\n", + "\n", + "def set_plot_prop_clean(ax):\n", + " \"\"\"\n", + " This function cleans up the figures from unnecessary default figure properties.\n", + "\n", + " \"\"\"\n", + " ax.invert_yaxis()\n", + " ax.set_xlabel(\"\")\n", + " ax.set_ylabel(\"\")\n", + " ax.set_xticklabels(\"\")\n", + " ax.set_yticklabels(\"\")\n", + " ax.set_xticks([])\n", + " ax.set_yticks([])\n", + "\n", + "\n", + "def rmse(prediction, target):\n", + " \"\"\"\n", + " This function returns the root mean square error for the SMB.\n", + " Input:\n", + " prediction = field to predict\n", + " target = field to compare with the prediction\n", + " \"\"\"\n", + " return np.sqrt(((prediction - target) ** 2).mean())\n", + "\n", + "\n", + "def net_avrg(data):\n", + " \"\"\"\n", + " This function returns the net average of a data field\n", + " \"\"\"\n", + " return np.sum(np.sum(data, axis=0), axis=0)\n", + "\n", + "\n", + "def read_smb(file):\n", + " \"\"\"\n", + " This function reads the CISM SMB dataset from a CESM simulation output\n", + " in the cpl directory. The output is adjusted to be converted to mm/yr w.e unit.\n", + "\n", + " Input:\n", + " file: name of the file to extract the SMB\n", + " \"\"\"\n", + " nid = Dataset(file, \"r\")\n", + " smb_cism = np.squeeze(nid.variables[\"glc1Exp_Flgl_qice\"][0, :, :]) * smb_convert\n", + " nid.close()\n", + " return smb_cism" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "fb320812-c7aa-408b-af7c-b252bcb1acb9", + "metadata": {}, + "outputs": [], + "source": [ + "# Loading the data\n", + "nid = Dataset(file_cpl, \"r\")\n", + "smb_cism = np.squeeze(nid.variables[\"glc1Exp_Flgl_qice\"][0, :, :]) * smb_convert\n", + "nid.close()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "bb81be67-98d6-4924-a90e-930d9b2caed8", + "metadata": {}, + "outputs": [], + "source": [ + "# creating the SMB climatology for comparison with observation\n", + "\n", + "# Initializing a field for the climatology\n", + "smb_cism_climo = np.zeros((ny_cism, nx_cism))\n", + "\n", + "# Counter for available year (only needed if the number of years available is smaller\n", + "# than the number of years requested to create the climatology.\n", + "count_yr = 0\n", + "\n", + "for k in range(ny_climo):\n", + "\n", + " year_to_read = last_year - k\n", + " str_yr = str(year_to_read).zfill(4)\n", + " file_cpl = f\"{path_cpl}/{case_name2}.cpl.hx.1yr2glc.{str_yr}-01-01-00000.nc\"\n", + "\n", + " if not os.path.isfile(file_cpl):\n", + " print(\"The couple file for time\", str_yr, \"does not exist.\")\n", + " print(\n", + " \"We will only use the files that existed until now to create the SMB climatology.\"\n", + " )\n", + " break\n", + "\n", + " smb_cism_climo = smb_cism_climo + read_smb(file_cpl)\n", + " count_yr = count_yr + 1\n", + "\n", + "# Averaging the climo data\n", + "smb_cism_climo = smb_cism_climo / count_yr\n", + "\n", + "print(\"number of years used in climatology = \", count_yr)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "ac96bb16-7bd8-4d7b-b00b-d315feeb1a5d", + "metadata": {}, + "outputs": [], + "source": [ + "# Interpolating the observed data onto the CISM grid\n", + "\n", + "# Defining the interpolation functions\n", + "myInterpFunction_smb_obs = RegularGridInterpolator(\n", + " (x_obs, y_obs),\n", + " smb_obs_src.transpose(),\n", + " method=\"linear\",\n", + " bounds_error=False,\n", + " fill_value=None,\n", + ")\n", + "\n", + "# Initializing the glacier ID variable\n", + "smb_obs_cism = np.zeros((ny_cism, nx_cism))\n", + "\n", + "# Performing the interpolation\n", + "for j in range(ny_cism):\n", + " point_y = np.zeros(nx_cism)\n", + " point_y[:] = y_cism[j]\n", + " pts = (x_cism[:], point_y[:])\n", + " smb_obs_cism[j, :] = myInterpFunction_smb_obs(pts)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "288f34cf-808f-4de1-8372-276fdbcfdc46", + "metadata": {}, + "outputs": [], + "source": [ + "# Filtering out fill values\n", + "smb_obs_cism = np.where(smb_obs_cism > 1e20, 0, smb_obs_cism)\n", + "mask = thk_cism[:, :] == 0\n", + "smb_obs_cism = np.where(mask, 0, smb_obs_cism)\n", + "smb_cism = np.where(mask, 0, smb_cism)\n", + "smb_cism_climo = np.where(mask, 0, smb_cism_climo)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "c7973cfe-64e0-47d4-a1b6-73cd9e62fdb2", + "metadata": {}, + "outputs": [], + "source": [ + "# Comparing the SMB\n", + "\n", + "# Computing the SMB difference\n", + "smb_diff_cesm3 = smb_cism_climo - smb_obs_cism\n", + "\n", + "# Computing the net averages SMB\n", + "avg_smb_cism_climo = np.round(net_avrg(smb_cism_climo) * mm_to_Gt, 2)\n", + "avg_smb_obs_cism = np.round(net_avrg(smb_obs_cism) * mm_to_Gt, 2)\n", + "avg_smb_diff_cesm3 = np.round(net_avrg(smb_diff_cesm3) * mm_to_Gt, 2)\n", + "\n", + "# Colormap choice\n", + "my_cmap = mcm.get_cmap(\"Spectral\")\n", + "# my_cmap = mcm.get_cmap('RdYlBu_r')\n", + "my_cmap_diff = mcm.get_cmap(\"bwr_r\")\n", + "\n", + "\n", + "# Colorbar bounds\n", + "vmin = -2000\n", + "vmax = 2000\n", + "\n", + "# Figure\n", + "fig, ax = plt.subplots(1, 3, sharey=True, figsize=[22, 9])\n", + "\n", + "## Left panel\n", + "last_panel0 = ax[0].imshow(smb_cism_climo[:, :], vmin=vmin, vmax=vmax, cmap=my_cmap)\n", + "ax[0].set_title(\"SMB CESM3 (mm/y w.e.)\", fontsize=16)\n", + "set_plot_prop_clean(ax[0])\n", + "ax[0].annotate(\"net avg =\" + str(avg_smb_cism_climo) + \" Gt/yr\", xy=(5, 5), fontsize=16)\n", + "\n", + "pos = ax[0].get_position()\n", + "cax = fig.add_axes([0.35, pos.y0, 0.02, pos.y1 - pos.y0])\n", + "\n", + "cbar = fig.colorbar(last_panel0, cax=cax)\n", + "cbar.ax.tick_params(labelsize=16)\n", + "\n", + "\n", + "## Center panel\n", + "last_panel1 = ax[1].imshow(smb_obs_cism[:, :], vmin=vmin, vmax=vmax, cmap=my_cmap)\n", + "\n", + "ax[1].set_title(\"SMB Obs (mm/y w.e.)\", fontsize=16)\n", + "set_plot_prop_clean(ax[1])\n", + "ax[1].annotate(\"net avg =\" + str(avg_smb_obs_cism) + \" Gt/yr\", xy=(5, 5), fontsize=16)\n", + "\n", + "\n", + "pos = ax[1].get_position()\n", + "cax = fig.add_axes([0.62, pos.y0, 0.02, pos.y1 - pos.y0])\n", + "\n", + "cbar = fig.colorbar(last_panel1, cax=cax)\n", + "cbar.ax.tick_params(labelsize=16)\n", + "\n", + "\n", + "## Right panel\n", + "\n", + "vmin = -2000\n", + "vmax = 2000\n", + "\n", + "last_panel2 = ax[2].imshow(smb_diff_cesm3, vmin=vmin, vmax=vmax, cmap=my_cmap_diff)\n", + "\n", + "ax[2].set_title(\"SMB diff (CESM3 - Obs, mm/yr w.e.)\", fontsize=16)\n", + "set_plot_prop_clean(ax[2])\n", + "\n", + "ax[2].annotate(\"net avg =\" + str(avg_smb_diff_cesm3) + \" Gt/yr\", xy=(5, 5), fontsize=16)\n", + "\n", + "pos = ax[2].get_position()\n", + "cax = fig.add_axes([0.89, pos.y0, 0.02, pos.y1 - pos.y0])\n", + "\n", + "cbar = fig.colorbar(last_panel2, cax=cax)\n", + "cbar.ax.tick_params(labelsize=16)\n", + "\n", + "fig.subplots_adjust(right=0.89)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "b7bbb2a4-c7ce-4327-9610-2f6ae0d7f3ce", + "metadata": {}, + "outputs": [], + "source": [ + "# Integrated SMB time series\n", + "\n", + "# Initializing a field for the climatology\n", + "avg_smb_cism_timeseries = np.zeros(last_year)\n", + "\n", + "# Counter for available year (only needed if the number of years available is smaller\n", + "# than the number of years requested to create the climatology.\n", + "count_yr = 0\n", + "\n", + "for k in range(last_year):\n", + "\n", + " year_to_read = last_year - k\n", + " str_yr = str(year_to_read).zfill(4)\n", + " file_cpl = f\"{path_cpl}/{case_name2}.cpl.hx.1yr2glc.\" + str_yr + \"-01-01-00000.nc\"\n", + "\n", + " if not os.path.isfile(file_cpl):\n", + " print(\"The couple file for time\", str_yr, \"does not exist.\")\n", + " print(\n", + " \"We will only use the files that existed until now to create the time series.\"\n", + " )\n", + " break\n", + "\n", + " smb_temp = read_smb(file_cpl)\n", + " smb_temp = np.where(mask, 0, smb_temp)\n", + "\n", + " avg_smb_cism_timeseries[year_to_read - 1] = np.round(\n", + " net_avrg(smb_temp) * mm_to_Gt, 2\n", + " )\n", + " count_yr = count_yr + 1\n", + "\n", + " del smb_temp\n", + "\n", + "first_year = year_to_read\n", + "\n", + "print(\"number of years used in climatology = \", count_yr)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "01af1cd1-0351-452c-99e7-125546469f69", + "metadata": {}, + "outputs": [], + "source": [ + "# Plotting the SMB spatially averaged time series\n", + "\n", + "\n", + "time = np.arange(first_year, last_year)\n", + "nt = len(time)\n", + "\n", + "\n", + "avg_smb_climo_timeseries = np.zeros(nt)\n", + "avg_smb_obs_cism_timeseries = np.zeros(nt)\n", + "\n", + "avg_smb_climo_timeseries[:] = avg_smb_cism_climo\n", + "avg_smb_obs_cism_timeseries[:] = avg_smb_obs_cism\n", + "\n", + "\n", + "x_ticks = np.arange(first_year, last_year, 10)\n", + "tickx = x_ticks\n", + "\n", + "ymin = 150\n", + "ymax = 650\n", + "y_step = 50\n", + "y_ticks = np.arange(ymin, ymax + y_step, y_step)\n", + "\n", + "\n", + "plt.figure(figsize=(16, 7))\n", + "\n", + "line = \"-\"\n", + "color = \"blue\"\n", + "sizefont = 16\n", + "linewidth = 2\n", + "\n", + "\n", + "# Plotting NESM3 experiments\n", + "plt.subplot(111)\n", + "\n", + "label = \"CISM\"\n", + "plt.plot(\n", + " time,\n", + " avg_smb_cism_timeseries[first_year::],\n", + " line,\n", + " ms=3,\n", + " mfc=color,\n", + " color=color,\n", + " label=label,\n", + " linewidth=linewidth,\n", + ")\n", + "\n", + "label = \"CISM climatology\"\n", + "color = \"k\"\n", + "plt.plot(\n", + " time,\n", + " avg_smb_climo_timeseries[:],\n", + " line,\n", + " ms=3,\n", + " mfc=color,\n", + " color=color,\n", + " label=label,\n", + " linewidth=linewidth,\n", + ")\n", + "\n", + "label = \"Observation\"\n", + "color = \"r\"\n", + "plt.plot(\n", + " time,\n", + " avg_smb_obs_cism_timeseries[:],\n", + " line,\n", + " ms=3,\n", + " mfc=color,\n", + " color=color,\n", + " label=label,\n", + " linewidth=linewidth,\n", + ")\n", + "\n", + "\n", + "plt.xlim([first_year, last_year])\n", + "plt.xticks(x_ticks, tickx, fontsize=sizefont)\n", + "plt.xlabel(r\"$Time$ (y)\", fontsize=sizefont)\n", + "plt.ylabel(\"SMB average evolution (Gt/yr)\", multialignment=\"center\", fontsize=sizefont)\n", + "plt.ylim([ymin, ymax])\n", + "plt.yticks(fontsize=sizefont)\n", + "plt.legend(loc=\"upper left\", ncol=1, frameon=True, borderaxespad=0)\n", + "\n", + "plt.title(\"SMB average evolution\", fontsize=sizefont)" + ] + }, + { + "cell_type": "markdown", + "id": "04c05f38-6115-4b54-8965-718baa1448a5", + "metadata": {}, + "source": [ + "# Adding comparison with CESM2" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "d2093fc4-042c-4670-9537-175e3df8dffb", + "metadata": {}, + "outputs": [], + "source": [ + "# Defining the paths and files for CESM2\n", + "\n", + "\n", + "nid = Dataset(file_cesm2, \"r\")\n", + "smb_cesm2 = np.squeeze(nid.variables[\"smb\"][0, :, :])\n", + "nid.close()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "a8fa10a5-ab3f-467b-8614-bdf6cb702fd8", + "metadata": {}, + "outputs": [], + "source": [ + "smb_cesm2 = np.where(mask, 0, smb_cesm2)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "f43f1382-4927-4de7-bd04-3b59bb225db7", + "metadata": {}, + "outputs": [], + "source": [ + "# Comparing the SMB\n", + "\n", + "# Computing the SMB difference\n", + "# smb_diff = smb_cism_climo - smb_obs_cism\n", + "\n", + "# Computing the net averages SMB\n", + "avg_smb_cesm2 = np.round(net_avrg(smb_cesm2) * mm_to_Gt, 2)\n", + "\n", + "\n", + "# Colormap choice\n", + "my_cmap = mcm.get_cmap(\"Spectral\")\n", + "# my_cmap = mcm.get_cmap('RdYlBu_r')\n", + "my_cmap_diff = mcm.get_cmap(\"bwr_r\")\n", + "\n", + "\n", + "# Colorbar bounds\n", + "vmin = -2000\n", + "vmax = 2000\n", + "\n", + "# Figure\n", + "fig, ax = plt.subplots(1, 3, sharey=True, figsize=[22, 9])\n", + "\n", + "## Left panel\n", + "last_panel0 = ax[0].imshow(smb_cesm2[:, :], vmin=vmin, vmax=vmax, cmap=my_cmap)\n", + "ax[0].set_title(\"SMB CESM2 (mm/y w.e.)\", fontsize=16)\n", + "set_plot_prop_clean(ax[0])\n", + "ax[0].annotate(\"net avg =\" + str(avg_smb_cesm2) + \" Gt/yr\", xy=(5, 5), fontsize=16)\n", + "\n", + "pos = ax[0].get_position()\n", + "cax = fig.add_axes([0.35, pos.y0, 0.02, pos.y1 - pos.y0])\n", + "\n", + "cbar = fig.colorbar(last_panel0, cax=cax)\n", + "cbar.ax.tick_params(labelsize=16)\n", + "\n", + "\n", + "## Center panel\n", + "last_panel1 = ax[1].imshow(smb_cism_climo[:, :], vmin=vmin, vmax=vmax, cmap=my_cmap)\n", + "\n", + "ax[1].set_title(\"SMB CESM3 (mm/y w.e.)\", fontsize=16)\n", + "set_plot_prop_clean(ax[1])\n", + "ax[1].annotate(\"net avg =\" + str(avg_smb_cism_climo) + \" Gt/yr\", xy=(5, 5), fontsize=16)\n", + "\n", + "\n", + "pos = ax[1].get_position()\n", + "cax = fig.add_axes([0.62, pos.y0, 0.02, pos.y1 - pos.y0])\n", + "\n", + "cbar = fig.colorbar(last_panel1, cax=cax)\n", + "cbar.ax.tick_params(labelsize=16)\n", + "\n", + "\n", + "## Right panel\n", + "\n", + "last_panel2 = ax[2].imshow(smb_obs_cism[:, :], vmin=vmin, vmax=vmax, cmap=my_cmap)\n", + "\n", + "ax[2].set_title(\"SMB Obs (mm/y w.e.)\", fontsize=16)\n", + "set_plot_prop_clean(ax[2])\n", + "ax[2].annotate(\"net avg =\" + str(avg_smb_obs_cism) + \" Gt/yr\", xy=(5, 5), fontsize=16)\n", + "\n", + "\n", + "pos = ax[2].get_position()\n", + "cax = fig.add_axes([0.62, pos.y0, 0.02, pos.y1 - pos.y0])\n", + "\n", + "cbar = fig.colorbar(last_panel1, cax=cax)\n", + "cbar.ax.tick_params(labelsize=16)\n", + "\n", + "\n", + "# last_panel2 = ax[2].imshow(smb_diff_climo, vmin=vmin, vmax=vmax, cmap=my_cmap)\n", + "\n", + "# ax[2].set_title('SMB diff (CISM - Obs, mm/yr w.e.)',fontsize=16)\n", + "# set_plot_prop_clean(ax[2])\n", + "\n", + "# ax[2].annotate('net avg =' + str(avg_smb_diff) + ' Gt/yr',xy=(5,5),fontsize=16)\n", + "\n", + "# pos = ax[2].get_position()\n", + "# cax = fig.add_axes([0.89, pos.y0, 0.02, pos.y1 - pos.y0])\n", + "\n", + "# cbar = fig.colorbar(last_panel2,cax=cax)\n", + "# cbar.ax.tick_params(labelsize=16)\n", + "\n", + "fig.subplots_adjust(right=0.89)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "85d4a99e-73b1-46eb-b9e2-fad93c155c96", + "metadata": {}, + "outputs": [], + "source": [ + "# Computing the difference w.r.t MAR obs\n", + "smb_diff_cesm2 = smb_cesm2 - smb_obs_cism\n", + "\n", + "# Computing the net averages SMB\n", + "avg_smb_cesm2 = np.round(net_avrg(smb_cesm2) * mm_to_Gt, 2)\n", + "avg_smb_diff_cesm2 = np.round(net_avrg(smb_diff_cesm2) * mm_to_Gt, 2)\n", + "\n", + "# Masking out ocean cells\n", + "mask2 = smb_cesm2[:, :] == 0\n", + "smb_cesm2_plot = np.where(mask2, np.float64(\"Nan\"), smb_cesm2)\n", + "smb_obs_cism_plot = np.where(mask2, np.float64(\"Nan\"), smb_obs_cism)\n", + "smb_cism_climo_plot = np.where(mask2, np.float64(\"Nan\"), smb_cism_climo)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "86e9b67b-ac4e-4551-96ea-ffff814fa038", + "metadata": {}, + "outputs": [], + "source": [ + "# Comparing the SMB\n", + "\n", + "# Computing the SMB difference\n", + "# smb_diff = smb_cism_climo - smb_obs_cism\n", + "\n", + "\n", + "# Colormap choice\n", + "my_cmap = mcm.get_cmap(\"Spectral\")\n", + "# my_cmap = mcm.get_cmap('RdYlBu_r')\n", + "my_cmap_diff = mcm.get_cmap(\"bwr_r\")\n", + "\n", + "\n", + "# Colorbar bounds\n", + "vmin = -2000\n", + "vmax = 2000\n", + "\n", + "# Figure\n", + "fig, ax = plt.subplots(1, 3, sharey=True, figsize=[16, 9])\n", + "\n", + "## Left panel\n", + "last_panel0 = ax[0].imshow(smb_cesm2_plot[:, :], vmin=vmin, vmax=vmax, cmap=my_cmap)\n", + "# ax[0].set_title('SMB CESM2 (mm/y w.e.)',fontsize=16)\n", + "ax[0].set_title(\"CESM2\", fontsize=16)\n", + "set_plot_prop_clean(ax[0])\n", + "ax[0].annotate(\"net avg =\" + str(avg_smb_cesm2) + \" Gt/yr\", xy=(5, 5), fontsize=16)\n", + "ax[0].set_ylabel(\"SMB (mm/y w.e)\", fontsize=16)\n", + "# pos = ax[0].get_position()\n", + "# cax = fig.add_axes([0.35, pos.y0, 0.02, pos.y1 - pos.y0])\n", + "\n", + "# cbar = fig.colorbar(last_panel0, cax=cax)\n", + "# cbar.ax.tick_params(labelsize=16)\n", + "\n", + "\n", + "## Center panel\n", + "last_panel1 = ax[1].imshow(\n", + " smb_cism_climo_plot[:, :], vmin=vmin, vmax=vmax, cmap=my_cmap\n", + ")\n", + "\n", + "ax[1].set_title(\"CESM3\", fontsize=16)\n", + "set_plot_prop_clean(ax[1])\n", + "ax[1].annotate(\"net avg =\" + str(avg_smb_cism_climo) + \" Gt/yr\", xy=(5, 5), fontsize=16)\n", + "\n", + "\n", + "# pos = ax[1].get_position()\n", + "# cax = fig.add_axes([0.62, pos.y0, 0.02, pos.y1 - pos.y0])\n", + "\n", + "# cbar = fig.colorbar(last_panel1,cax=cax)\n", + "# cbar.ax.tick_params(labelsize=16)\n", + "\n", + "\n", + "## Right panel\n", + "\n", + "last_panel2 = ax[2].imshow(smb_obs_cism_plot[:, :], vmin=vmin, vmax=vmax, cmap=my_cmap)\n", + "\n", + "ax[2].set_title(\"MARv3.12 1960-1999\", fontsize=16)\n", + "set_plot_prop_clean(ax[2])\n", + "ax[2].annotate(\"net avg =\" + str(avg_smb_obs_cism) + \" Gt/yr\", xy=(5, 5), fontsize=16)\n", + "\n", + "\n", + "pos = ax[2].get_position()\n", + "cax = fig.add_axes([0.9, pos.y0, 0.02, pos.y1 - pos.y0])\n", + "\n", + "cbar = fig.colorbar(last_panel1, cax=cax)\n", + "cbar.ax.tick_params(labelsize=16)\n", + "\n", + "\n", + "# last_panel2 = ax[2].imshow(smb_diff_climo, vmin=vmin, vmax=vmax, cmap=my_cmap)\n", + "\n", + "# ax[2].set_title('SMB diff (CISM - Obs, mm/yr w.e.)',fontsize=16)\n", + "# set_plot_prop_clean(ax[2])\n", + "\n", + "# ax[2].annotate('net avg =' + str(avg_smb_diff) + ' Gt/yr',xy=(5,5),fontsize=16)\n", + "\n", + "# pos = ax[2].get_position()\n", + "# cax = fig.add_axes([0.89, pos.y0, 0.02, pos.y1 - pos.y0])\n", + "\n", + "# cbar = fig.colorbar(last_panel2,cax=cax)\n", + "# cbar.ax.tick_params(labelsize=16)\n", + "\n", + "fig.subplots_adjust(right=0.89)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "307999aa-83e6-4dc4-b131-af7261d9b663", + "metadata": {}, + "outputs": [], + "source": [ + "# Comparing the SMB\n", + "\n", + "# Colormap choice\n", + "my_cmap = mcm.get_cmap(\"Spectral\")\n", + "# my_cmap = mcm.get_cmap('RdYlBu_r')\n", + "my_cmap_diff = mcm.get_cmap(\"bwr_r\")\n", + "\n", + "\n", + "# Colorbar bounds\n", + "vmin = -2000\n", + "vmax = 2000\n", + "\n", + "# Figure\n", + "fig, ax = plt.subplots(1, 2, sharey=True, figsize=[12, 9])\n", + "\n", + "## Left panel\n", + "last_panel0 = ax[0].imshow(\n", + " smb_diff_cesm2[:, :], vmin=vmin, vmax=vmax, cmap=my_cmap_diff\n", + ")\n", + "ax[0].set_title(\"CESM2 - MAR\", fontsize=16)\n", + "set_plot_prop_clean(ax[0])\n", + "ax[0].annotate(\"net avg =\" + str(avg_smb_diff_cesm2) + \" Gt/yr\", xy=(5, 5), fontsize=16)\n", + "ax[0].set_ylabel(\"SMB difference (mm/yr w.e.)\", fontsize=16)\n", + "\n", + "# pos = ax[0].get_position()\n", + "# cax = fig.add_axes([0.465, pos.y0, 0.02, pos.y1 - pos.y0])\n", + "\n", + "# cbar = fig.colorbar(last_panel0, cax=cax)\n", + "# cbar.ax.tick_params(labelsize=16)\n", + "\n", + "\n", + "## Right panel\n", + "last_panel1 = ax[1].imshow(\n", + " smb_diff_cesm3[:, :], vmin=vmin, vmax=vmax, cmap=my_cmap_diff\n", + ")\n", + "\n", + "ax[1].set_title(\"CESM3 - MAR\", fontsize=16)\n", + "set_plot_prop_clean(ax[1])\n", + "ax[1].annotate(\"net avg =\" + str(avg_smb_diff_cesm3) + \" Gt/yr\", xy=(5, 5), fontsize=16)\n", + "\n", + "pos = ax[1].get_position()\n", + "cax = fig.add_axes([0.89, pos.y0, 0.02, pos.y1 - pos.y0])\n", + "\n", + "cbar = fig.colorbar(last_panel1, cax=cax)\n", + "cbar.ax.tick_params(labelsize=16)\n", + "\n", + "\n", + "# fig.tight_layout()\n", + "fig.subplots_adjust(right=0.89)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python [conda env:cupid-analysis]", + "language": "python", + "name": "conda-env-cupid-analysis-py" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.4" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} From 4917465b2364af4f1f4cdbb0361cade2fa8613bb Mon Sep 17 00:00:00 2001 From: Michael Levy Date: Fri, 19 Jul 2024 17:42:33 -0600 Subject: [PATCH 26/94] LIWG notebook cleanup Removed the CESM3 vs CESM2 comparison section, refactored code to avoid duplication. Still to do: create utils.py so additional notebooks can share these refactored functions. Probably some other code clean-up as well... --- examples/key_metrics/config.yml | 8 +- .../nblibrary/glc/LIWG_SMB_diagnostic.ipynb | 748 +++++++----------- 2 files changed, 293 insertions(+), 463 deletions(-) diff --git a/examples/key_metrics/config.yml b/examples/key_metrics/config.yml index db3066a..2b3e590 100644 --- a/examples/key_metrics/config.yml +++ b/examples/key_metrics/config.yml @@ -119,12 +119,10 @@ compute_notebooks: LIWG_SMB_diagnostic: parameter_groups: none: - case_name2: 'f.e23_alpha17f.FLTHIST_ne30.roughtopo.099' - CESM2_output_dir: '/glade/campaign/cesm/collections/collections/CESM2-LE/timeseries/glc/proc/tseries/year_1/smb' - CESM2_case_name: 'b.e21.BHISTsmbb.f09_g17.LE2-1251.019.cism.h.smb.1850-2015.nc' - path_obs: '/glade/u/home/gunterl/obs_diagnostic_cesm/' + obs_path: '/glade/u/home/gunterl/obs_diagnostic_cesm/' obs_name: 'GrIS_MARv3.12_climo_1960_1999.nc' - last_year: 2005 + climo_nyears: 40 + last_year: 101 # ice: # seaice: diff --git a/examples/nblibrary/glc/LIWG_SMB_diagnostic.ipynb b/examples/nblibrary/glc/LIWG_SMB_diagnostic.ipynb index 65fc2a0..5420bef 100644 --- a/examples/nblibrary/glc/LIWG_SMB_diagnostic.ipynb +++ b/examples/nblibrary/glc/LIWG_SMB_diagnostic.ipynb @@ -51,14 +51,16 @@ "# Parameter Defaults\n", "\n", "CESM_output_dir = \"/glade/campaign/cesm/development/cross-wg/diagnostic_framework/CESM_output_for_testing\"\n", - "CESM2_output_dir = \"/glade/campaign/cesm/collections/collections/CESM2-LE/timeseries/glc/proc/tseries/year_1/smb\"\n", - "\n", "case_name = \"b.e23_alpha17f.BLT1850.ne30_t232.092\" # case name\n", - "case_name2 = \"f.e23_alpha17f.FLTHIST_ne30.roughtopo.099\" # case name\n", - "CESM2_case_name = \"b.e21.BHISTsmbb.f09_g17.LE2-1251.019.cism.h.smb.1850-2015.nc\"\n", - "path_obs = \"/glade/u/home/gunterl/obs_diagnostic_cesm\" # path to observed dataset\n", - "obs_name = \"GrIS_MARv3.12_climo_1960_1999.nc\"\n", - "last_year = 2005" + "climo_nyears = 40 # number of years to compute the climatology\n", + "last_year = 101\n", + "\n", + "base_case_output_dir = CESM_output_dir\n", + "base_case_name = None\n", + "base_last_year = last_year\n", + "\n", + "obs_path = \"/glade/u/home/gunterl/obs_diagnostic_cesm\" # path to observed dataset\n", + "obs_name = \"GrIS_MARv3.12_climo_1960_1999.nc\"" ] }, { @@ -68,14 +70,17 @@ "metadata": {}, "outputs": [], "source": [ - "path_glc = f\"{CESM_output_dir}/{case_name}/glc/hist\" # path to glc output\n", - "file_glc = f\"{path_glc}/{case_name}.cism.gris.initial_hist.0001-01-01-00000.nc\" # name of glc file output\n", + "case_init_file = f\"{CESM_output_dir}/{case_name}/glc/hist/{case_name}.cism.gris.initial_hist.0001-01-01-00000.nc\" # name of glc file output\n", "\n", - "path_cpl = f\"{CESM_output_dir}/{case_name2}/cpl/hist\" # path to cpl output\n", - "file_cpl = f\"{path_cpl}/{case_name2}.cpl.hx.1yr2glc.1996-01-01-00000.nc\" # name of last cpl simulation output\n", + "case_path = f\"{CESM_output_dir}/{case_name}/cpl/hist\" # path to glc output\n", + "case_file = f\"{case_path}/{case_name}.cpl.hx.1yr2glc.{last_year:04d}-01-01-00000.nc\" # name of glc file output\n", + "obs_file = f\"{obs_path}/{obs_name}\" # name of observed dataset file\n", "\n", - "file_obs = f\"{path_obs}/{obs_name}\" # name of observed dataset file\n", - "file_cesm2 = f\"{CESM2_output_dir}/{CESM2_case_name}\" # name of CESM2 dataset" + "if base_case_name:\n", + " base_case_path = (\n", + " f\"{base_case_output_dir}/{base_case_name}/cpl/hist\" # path to cpl output\n", + " )\n", + " base_file = f\"{base_case_path}/{base_case_name}.cpl.hx.1yr2glc.{base_last_year:04d}-01-01-00000.nc\" # name of last cpl simulation output" ] }, { @@ -88,7 +93,7 @@ "## CISM grid information and loading a field used for filtering\n", "\n", "# Reading the information we need from the glc file\n", - "nid = Dataset(file_glc, \"r\")\n", + "nid = Dataset(case_init_file, \"r\")\n", "x_cism = nid.variables[\"x1\"][:]\n", "y_cism = nid.variables[\"y1\"][:]\n", "thk_cism = np.squeeze(nid.variables[\"thk\"][0, :, :])\n", @@ -108,7 +113,7 @@ "outputs": [], "source": [ "## The observed dataset\n", - "nid = Dataset(file_obs, \"r\")\n", + "nid = Dataset(obs_file, \"r\")\n", "x_obs = nid.variables[\"x\"][:]\n", "y_obs = nid.variables[\"y\"][:]\n", "smb_obs_src = np.squeeze(nid.variables[\"SMB\"][0, :, :])\n", @@ -127,7 +132,6 @@ "outputs": [], "source": [ "# Constants\n", - "ny_climo = 10 # number of years to compute the climatology\n", "res = np.abs(x_cism[1] - x_cism[0]) # CISM output resolution\n", "\n", "rhoi = 917 # ice density kg/m3\n", @@ -147,8 +151,6 @@ "outputs": [], "source": [ "# Functions used in this notebook\n", - "\n", - "\n", "def set_plot_prop_clean(ax):\n", " \"\"\"\n", " This function cleans up the figures from unnecessary default figure properties.\n", @@ -194,6 +196,51 @@ " return smb_cism" ] }, + { + "cell_type": "code", + "execution_count": null, + "id": "44eda4c4-3c23-450d-83d8-c76204cefdc4", + "metadata": {}, + "outputs": [], + "source": [ + "# More functions used in this notebook\n", + "params = {\n", + " \"ny_cism\": ny_cism,\n", + " \"nx_cism\": nx_cism,\n", + " \"climo_nyears\": climo_nyears,\n", + "}\n", + "\n", + "\n", + "def create_climo(path, case_name, last_year, params):\n", + " # Initializing a field for the climatology\n", + " climo_out = np.zeros((params[\"ny_cism\"], params[\"nx_cism\"]))\n", + "\n", + " # Counter for available year (only needed if the number of years available is smaller\n", + " # than the number of years requested to create the climatology.\n", + " count_yr = 0\n", + "\n", + " for k in range(params[\"climo_nyears\"]):\n", + "\n", + " year_to_read = last_year - k\n", + " filename = (\n", + " f\"{path}/{case_name}.cpl.hx.1yr2glc.{year_to_read:04d}-01-01-00000.nc\"\n", + " )\n", + "\n", + " if not os.path.isfile(filename):\n", + " print(f\"The couple file for time {year_to_read} does not exist.\")\n", + " print(\n", + " \"We will only use the files that existed until now to create the SMB climatology.\"\n", + " )\n", + " break\n", + "\n", + " climo_out = climo_out + read_smb(filename)\n", + " count_yr = count_yr + 1\n", + "\n", + " print(\"number of years used in climatology = \", count_yr)\n", + " # Averaging the climo data\n", + " return climo_out / count_yr" + ] + }, { "cell_type": "code", "execution_count": null, @@ -202,9 +249,10 @@ "outputs": [], "source": [ "# Loading the data\n", - "nid = Dataset(file_cpl, \"r\")\n", - "smb_cism = np.squeeze(nid.variables[\"glc1Exp_Flgl_qice\"][0, :, :]) * smb_convert\n", - "nid.close()" + "if base_case_name:\n", + " nid = Dataset(base_file, \"r\")\n", + " smb_cism = np.squeeze(nid.variables[\"glc1Exp_Flgl_qice\"][0, :, :]) * smb_convert\n", + " nid.close()" ] }, { @@ -214,35 +262,14 @@ "metadata": {}, "outputs": [], "source": [ - "# creating the SMB climatology for comparison with observation\n", - "\n", - "# Initializing a field for the climatology\n", - "smb_cism_climo = np.zeros((ny_cism, nx_cism))\n", - "\n", - "# Counter for available year (only needed if the number of years available is smaller\n", - "# than the number of years requested to create the climatology.\n", - "count_yr = 0\n", - "\n", - "for k in range(ny_climo):\n", - "\n", - " year_to_read = last_year - k\n", - " str_yr = str(year_to_read).zfill(4)\n", - " file_cpl = f\"{path_cpl}/{case_name2}.cpl.hx.1yr2glc.{str_yr}-01-01-00000.nc\"\n", - "\n", - " if not os.path.isfile(file_cpl):\n", - " print(\"The couple file for time\", str_yr, \"does not exist.\")\n", - " print(\n", - " \"We will only use the files that existed until now to create the SMB climatology.\"\n", - " )\n", - " break\n", - "\n", - " smb_cism_climo = smb_cism_climo + read_smb(file_cpl)\n", - " count_yr = count_yr + 1\n", - "\n", - "# Averaging the climo data\n", - "smb_cism_climo = smb_cism_climo / count_yr\n", - "\n", - "print(\"number of years used in climatology = \", count_yr)" + "# creating the SMB climatology for new case\n", + "smb_case_climo = create_climo(case_path, case_name, last_year, params)\n", + "\n", + "# creating the SMB climatology for base_case\n", + "if base_case_name:\n", + " smb_base_climo = create_climo(\n", + " base_case_path, base_case_name, base_last_year, params\n", + " )" ] }, { @@ -264,14 +291,14 @@ ")\n", "\n", "# Initializing the glacier ID variable\n", - "smb_obs_cism = np.zeros((ny_cism, nx_cism))\n", + "smb_obs_climo = np.zeros((ny_cism, nx_cism))\n", "\n", "# Performing the interpolation\n", "for j in range(ny_cism):\n", " point_y = np.zeros(nx_cism)\n", " point_y[:] = y_cism[j]\n", " pts = (x_cism[:], point_y[:])\n", - " smb_obs_cism[j, :] = myInterpFunction_smb_obs(pts)" + " smb_obs_climo[j, :] = myInterpFunction_smb_obs(pts)" ] }, { @@ -282,33 +309,63 @@ "outputs": [], "source": [ "# Filtering out fill values\n", - "smb_obs_cism = np.where(smb_obs_cism > 1e20, 0, smb_obs_cism)\n", + "smb_obs_climo = np.where(smb_obs_climo > 1e20, 0, smb_obs_climo)\n", "mask = thk_cism[:, :] == 0\n", - "smb_obs_cism = np.where(mask, 0, smb_obs_cism)\n", - "smb_cism = np.where(mask, 0, smb_cism)\n", - "smb_cism_climo = np.where(mask, 0, smb_cism_climo)" + "smb_obs_climo = np.where(mask, 0, smb_obs_climo)\n", + "smb_case_climo = np.where(mask, 0, smb_case_climo)\n", + "if base_case_name:\n", + " smb_cism = np.where(mask, 0, smb_cism)\n", + " smb_base_climo = np.where(mask, 0, smb_base_climo)" ] }, { "cell_type": "code", "execution_count": null, - "id": "c7973cfe-64e0-47d4-a1b6-73cd9e62fdb2", + "id": "5514587c-54b3-4c5b-8444-fa877dcc3ed0", "metadata": {}, "outputs": [], "source": [ - "# Comparing the SMB\n", + "def plot_contour(data, ax, title, vmin, vmax, cmap):\n", + " avg_data = np.round(net_avrg(data) * mm_to_Gt, 2)\n", + " last_panel0 = ax.imshow(smb_case_climo[:, :], vmin=vmin, vmax=vmax, cmap=cmap)\n", + " ax.set_title(title, fontsize=16)\n", + " set_plot_prop_clean(ax)\n", + " ax.annotate(\"net avg =\" + str(avg_data) + \" Gt/yr\", xy=(5, 5), fontsize=16)\n", + "\n", + " pos = ax.get_position()\n", + " cax = fig.add_axes([0.35, pos.y0, 0.02, pos.y1 - pos.y0])\n", + "\n", + " cbar = fig.colorbar(last_panel0, cax=cax)\n", + " cbar.ax.tick_params(labelsize=16)\n", + "\n", + "\n", + "def plot_contour_diff(data_new, data_old, ax, title, vmin, vmax, cmap):\n", + " avg_data = np.round(net_avrg(data_new - data_old) * mm_to_Gt, 2)\n", + " last_panel2 = ax.imshow(data_new - data_old, vmin=vmin, vmax=vmax, cmap=cmap)\n", + "\n", + " ax.set_title(title, fontsize=16)\n", + " set_plot_prop_clean(ax)\n", + "\n", + " ax.annotate(\"net avg =\" + str(avg_data) + \" Gt/yr\", xy=(5, 5), fontsize=16)\n", "\n", - "# Computing the SMB difference\n", - "smb_diff_cesm3 = smb_cism_climo - smb_obs_cism\n", + " pos = ax.get_position()\n", + " cax = fig.add_axes([0.89, pos.y0, 0.02, pos.y1 - pos.y0])\n", "\n", - "# Computing the net averages SMB\n", - "avg_smb_cism_climo = np.round(net_avrg(smb_cism_climo) * mm_to_Gt, 2)\n", - "avg_smb_obs_cism = np.round(net_avrg(smb_obs_cism) * mm_to_Gt, 2)\n", - "avg_smb_diff_cesm3 = np.round(net_avrg(smb_diff_cesm3) * mm_to_Gt, 2)\n", + " cbar = fig.colorbar(last_panel2, cax=cax)\n", + " cbar.ax.tick_params(labelsize=16)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "c7973cfe-64e0-47d4-a1b6-73cd9e62fdb2", + "metadata": {}, + "outputs": [], + "source": [ + "# Comparing SMB new run vs obs\n", "\n", "# Colormap choice\n", "my_cmap = mcm.get_cmap(\"Spectral\")\n", - "# my_cmap = mcm.get_cmap('RdYlBu_r')\n", "my_cmap_diff = mcm.get_cmap(\"bwr_r\")\n", "\n", "\n", @@ -320,477 +377,252 @@ "fig, ax = plt.subplots(1, 3, sharey=True, figsize=[22, 9])\n", "\n", "## Left panel\n", - "last_panel0 = ax[0].imshow(smb_cism_climo[:, :], vmin=vmin, vmax=vmax, cmap=my_cmap)\n", - "ax[0].set_title(\"SMB CESM3 (mm/y w.e.)\", fontsize=16)\n", - "set_plot_prop_clean(ax[0])\n", - "ax[0].annotate(\"net avg =\" + str(avg_smb_cism_climo) + \" Gt/yr\", xy=(5, 5), fontsize=16)\n", - "\n", - "pos = ax[0].get_position()\n", - "cax = fig.add_axes([0.35, pos.y0, 0.02, pos.y1 - pos.y0])\n", - "\n", - "cbar = fig.colorbar(last_panel0, cax=cax)\n", - "cbar.ax.tick_params(labelsize=16)\n", - "\n", + "plot_contour(\n", + " smb_case_climo, ax[0], f\"{case_name}\\nSMB (mm/y w.e.)\", vmin, vmax, my_cmap\n", + ")\n", "\n", "## Center panel\n", - "last_panel1 = ax[1].imshow(smb_obs_cism[:, :], vmin=vmin, vmax=vmax, cmap=my_cmap)\n", - "\n", - "ax[1].set_title(\"SMB Obs (mm/y w.e.)\", fontsize=16)\n", - "set_plot_prop_clean(ax[1])\n", - "ax[1].annotate(\"net avg =\" + str(avg_smb_obs_cism) + \" Gt/yr\", xy=(5, 5), fontsize=16)\n", - "\n", - "\n", - "pos = ax[1].get_position()\n", - "cax = fig.add_axes([0.62, pos.y0, 0.02, pos.y1 - pos.y0])\n", - "\n", - "cbar = fig.colorbar(last_panel1, cax=cax)\n", - "cbar.ax.tick_params(labelsize=16)\n", - "\n", + "plot_contour(smb_obs_climo, ax[1], \"SMB Obs\\n(mm/y w.e.)\", vmin, vmax, my_cmap)\n", "\n", "## Right panel\n", - "\n", - "vmin = -2000\n", - "vmax = 2000\n", - "\n", - "last_panel2 = ax[2].imshow(smb_diff_cesm3, vmin=vmin, vmax=vmax, cmap=my_cmap_diff)\n", - "\n", - "ax[2].set_title(\"SMB diff (CESM3 - Obs, mm/yr w.e.)\", fontsize=16)\n", - "set_plot_prop_clean(ax[2])\n", - "\n", - "ax[2].annotate(\"net avg =\" + str(avg_smb_diff_cesm3) + \" Gt/yr\", xy=(5, 5), fontsize=16)\n", - "\n", - "pos = ax[2].get_position()\n", - "cax = fig.add_axes([0.89, pos.y0, 0.02, pos.y1 - pos.y0])\n", - "\n", - "cbar = fig.colorbar(last_panel2, cax=cax)\n", - "cbar.ax.tick_params(labelsize=16)\n", - "\n", - "fig.subplots_adjust(right=0.89)" + "plot_contour_diff(\n", + " smb_case_climo,\n", + " smb_obs_climo,\n", + " ax[2],\n", + " \"SMB bias (mm/yr w.e.)\",\n", + " vmin,\n", + " vmax,\n", + " my_cmap_diff,\n", + ")" ] }, { "cell_type": "code", "execution_count": null, - "id": "b7bbb2a4-c7ce-4327-9610-2f6ae0d7f3ce", + "id": "176594bc-53a1-4934-8210-7aa7d62f5659", "metadata": {}, "outputs": [], "source": [ - "# Integrated SMB time series\n", + "# Comparing SMB new run vs obs\n", "\n", - "# Initializing a field for the climatology\n", - "avg_smb_cism_timeseries = np.zeros(last_year)\n", + "if base_case_name:\n", + " # Colormap choice\n", + " my_cmap = mcm.get_cmap(\"Spectral\")\n", + " my_cmap_diff = mcm.get_cmap(\"bwr_r\")\n", "\n", - "# Counter for available year (only needed if the number of years available is smaller\n", - "# than the number of years requested to create the climatology.\n", - "count_yr = 0\n", - "\n", - "for k in range(last_year):\n", - "\n", - " year_to_read = last_year - k\n", - " str_yr = str(year_to_read).zfill(4)\n", - " file_cpl = f\"{path_cpl}/{case_name2}.cpl.hx.1yr2glc.\" + str_yr + \"-01-01-00000.nc\"\n", - "\n", - " if not os.path.isfile(file_cpl):\n", - " print(\"The couple file for time\", str_yr, \"does not exist.\")\n", - " print(\n", - " \"We will only use the files that existed until now to create the time series.\"\n", - " )\n", - " break\n", + " # Colorbar bounds\n", + " vmin = -2000\n", + " vmax = 2000\n", "\n", - " smb_temp = read_smb(file_cpl)\n", - " smb_temp = np.where(mask, 0, smb_temp)\n", + " # Figure\n", + " fig, ax = plt.subplots(1, 3, sharey=True, figsize=[22, 9])\n", "\n", - " avg_smb_cism_timeseries[year_to_read - 1] = np.round(\n", - " net_avrg(smb_temp) * mm_to_Gt, 2\n", + " ## Left panel\n", + " plot_contour(\n", + " smb_case_climo, ax[0], f\"{case_name}\\nSMB (mm/y w.e.)\", vmin, vmax, my_cmap\n", " )\n", - " count_yr = count_yr + 1\n", "\n", - " del smb_temp\n", - "\n", - "first_year = year_to_read\n", + " ## Center panel\n", + " plot_contour(\n", + " smb_base_climo, ax[1], f\"{base_case_name}\\nSMB (mm/y w.e.)\", vmin, vmax, my_cmap\n", + " )\n", "\n", - "print(\"number of years used in climatology = \", count_yr)" + " ## Right panel\n", + " plot_contour_diff(\n", + " smb_case_climo,\n", + " smb_base_climo,\n", + " ax[2],\n", + " \"SMB difference (mm/yr w.e.)\",\n", + " vmin,\n", + " vmax,\n", + " my_cmap_diff,\n", + " )" ] }, { "cell_type": "code", "execution_count": null, - "id": "01af1cd1-0351-452c-99e7-125546469f69", + "id": "ad3acc67-de0b-454c-995b-df279c1ee5a8", "metadata": {}, "outputs": [], "source": [ - "# Plotting the SMB spatially averaged time series\n", - "\n", - "\n", - "time = np.arange(first_year, last_year)\n", - "nt = len(time)\n", - "\n", - "\n", - "avg_smb_climo_timeseries = np.zeros(nt)\n", - "avg_smb_obs_cism_timeseries = np.zeros(nt)\n", - "\n", - "avg_smb_climo_timeseries[:] = avg_smb_cism_climo\n", - "avg_smb_obs_cism_timeseries[:] = avg_smb_obs_cism\n", - "\n", - "\n", - "x_ticks = np.arange(first_year, last_year, 10)\n", - "tickx = x_ticks\n", - "\n", - "ymin = 150\n", - "ymax = 650\n", - "y_step = 50\n", - "y_ticks = np.arange(ymin, ymax + y_step, y_step)\n", + "# Integrated SMB time series\n", + "def compute_annual_climo(path, case_name, last_year, params):\n", + " # Initializing a field for the climatology\n", + " avg_smb_timeseries = np.zeros(last_year)\n", "\n", + " # Counter for available year (only needed if the number of years available is smaller\n", + " # than the number of years requested to create the climatology.\n", + " count_yr = 0\n", "\n", - "plt.figure(figsize=(16, 7))\n", + " for k in range(last_year):\n", "\n", - "line = \"-\"\n", - "color = \"blue\"\n", - "sizefont = 16\n", - "linewidth = 2\n", + " year_to_read = last_year - k\n", + " file_name = (\n", + " f\"{path}/{case_name}.cpl.hx.1yr2glc.{year_to_read:04d}-01-01-00000.nc\"\n", + " )\n", "\n", + " if not os.path.isfile(file_name):\n", + " print(\"The couple file for time\", year_to_read, \"does not exist.\")\n", + " print(\n", + " \"We will only use the files that existed until now to create the time series.\"\n", + " )\n", + " break\n", "\n", - "# Plotting NESM3 experiments\n", - "plt.subplot(111)\n", + " smb_temp = read_smb(file_name)\n", + " smb_temp = np.where(params[\"mask\"], 0, smb_temp)\n", "\n", - "label = \"CISM\"\n", - "plt.plot(\n", - " time,\n", - " avg_smb_cism_timeseries[first_year::],\n", - " line,\n", - " ms=3,\n", - " mfc=color,\n", - " color=color,\n", - " label=label,\n", - " linewidth=linewidth,\n", - ")\n", - "\n", - "label = \"CISM climatology\"\n", - "color = \"k\"\n", - "plt.plot(\n", - " time,\n", - " avg_smb_climo_timeseries[:],\n", - " line,\n", - " ms=3,\n", - " mfc=color,\n", - " color=color,\n", - " label=label,\n", - " linewidth=linewidth,\n", - ")\n", + " avg_smb_timeseries[year_to_read - 1] = np.round(\n", + " net_avrg(smb_temp) * mm_to_Gt, 2\n", + " )\n", + " count_yr = count_yr + 1\n", "\n", - "label = \"Observation\"\n", - "color = \"r\"\n", - "plt.plot(\n", - " time,\n", - " avg_smb_obs_cism_timeseries[:],\n", - " line,\n", - " ms=3,\n", - " mfc=color,\n", - " color=color,\n", - " label=label,\n", - " linewidth=linewidth,\n", - ")\n", + " if count_yr == params[\"climo_nyears\"]:\n", + " break\n", "\n", + " del smb_temp\n", "\n", - "plt.xlim([first_year, last_year])\n", - "plt.xticks(x_ticks, tickx, fontsize=sizefont)\n", - "plt.xlabel(r\"$Time$ (y)\", fontsize=sizefont)\n", - "plt.ylabel(\"SMB average evolution (Gt/yr)\", multialignment=\"center\", fontsize=sizefont)\n", - "plt.ylim([ymin, ymax])\n", - "plt.yticks(fontsize=sizefont)\n", - "plt.legend(loc=\"upper left\", ncol=1, frameon=True, borderaxespad=0)\n", + " first_year = year_to_read\n", "\n", - "plt.title(\"SMB average evolution\", fontsize=sizefont)" - ] - }, - { - "cell_type": "markdown", - "id": "04c05f38-6115-4b54-8965-718baa1448a5", - "metadata": {}, - "source": [ - "# Adding comparison with CESM2" + " print(\"number of years used in climatology = \", count_yr)\n", + " return first_year, avg_smb_timeseries" ] }, { "cell_type": "code", "execution_count": null, - "id": "d2093fc4-042c-4670-9537-175e3df8dffb", + "id": "a38682c9-dc87-4d7b-887d-8abbbe8a7265", "metadata": {}, "outputs": [], "source": [ - "# Defining the paths and files for CESM2\n", - "\n", + "# Integrated SMB time series\n", + "params[\"mask\"] = mask\n", + "first_year, avg_smb_case_climo = compute_annual_climo(\n", + " case_path, case_name, last_year, params\n", + ")\n", "\n", - "nid = Dataset(file_cesm2, \"r\")\n", - "smb_cesm2 = np.squeeze(nid.variables[\"smb\"][0, :, :])\n", - "nid.close()" + "if base_case_name:\n", + " base_first_year, avg_smb_base_case_climo = compute_annual_climo(\n", + " base_case_path, base_case_name, base_last_year, params\n", + " )" ] }, { "cell_type": "code", "execution_count": null, - "id": "a8fa10a5-ab3f-467b-8614-bdf6cb702fd8", + "id": "a7510286-eae4-4d4c-be90-3e3f9c732eeb", "metadata": {}, "outputs": [], "source": [ - "smb_cesm2 = np.where(mask, 0, smb_cesm2)" + "def plot_line(data, time, line, color, label, linewidth):\n", + " plt.plot(\n", + " time,\n", + " data,\n", + " line,\n", + " ms=3,\n", + " mfc=color,\n", + " color=color,\n", + " label=label,\n", + " linewidth=linewidth,\n", + " )" ] }, { "cell_type": "code", "execution_count": null, - "id": "f43f1382-4927-4de7-bd04-3b59bb225db7", + "id": "01af1cd1-0351-452c-99e7-125546469f69", "metadata": {}, "outputs": [], "source": [ - "# Comparing the SMB\n", - "\n", - "# Computing the SMB difference\n", - "# smb_diff = smb_cism_climo - smb_obs_cism\n", - "\n", - "# Computing the net averages SMB\n", - "avg_smb_cesm2 = np.round(net_avrg(smb_cesm2) * mm_to_Gt, 2)\n", - "\n", - "\n", - "# Colormap choice\n", - "my_cmap = mcm.get_cmap(\"Spectral\")\n", - "# my_cmap = mcm.get_cmap('RdYlBu_r')\n", - "my_cmap_diff = mcm.get_cmap(\"bwr_r\")\n", - "\n", - "\n", - "# Colorbar bounds\n", - "vmin = -2000\n", - "vmax = 2000\n", - "\n", - "# Figure\n", - "fig, ax = plt.subplots(1, 3, sharey=True, figsize=[22, 9])\n", - "\n", - "## Left panel\n", - "last_panel0 = ax[0].imshow(smb_cesm2[:, :], vmin=vmin, vmax=vmax, cmap=my_cmap)\n", - "ax[0].set_title(\"SMB CESM2 (mm/y w.e.)\", fontsize=16)\n", - "set_plot_prop_clean(ax[0])\n", - "ax[0].annotate(\"net avg =\" + str(avg_smb_cesm2) + \" Gt/yr\", xy=(5, 5), fontsize=16)\n", - "\n", - "pos = ax[0].get_position()\n", - "cax = fig.add_axes([0.35, pos.y0, 0.02, pos.y1 - pos.y0])\n", - "\n", - "cbar = fig.colorbar(last_panel0, cax=cax)\n", - "cbar.ax.tick_params(labelsize=16)\n", - "\n", - "\n", - "## Center panel\n", - "last_panel1 = ax[1].imshow(smb_cism_climo[:, :], vmin=vmin, vmax=vmax, cmap=my_cmap)\n", - "\n", - "ax[1].set_title(\"SMB CESM3 (mm/y w.e.)\", fontsize=16)\n", - "set_plot_prop_clean(ax[1])\n", - "ax[1].annotate(\"net avg =\" + str(avg_smb_cism_climo) + \" Gt/yr\", xy=(5, 5), fontsize=16)\n", - "\n", - "\n", - "pos = ax[1].get_position()\n", - "cax = fig.add_axes([0.62, pos.y0, 0.02, pos.y1 - pos.y0])\n", - "\n", - "cbar = fig.colorbar(last_panel1, cax=cax)\n", - "cbar.ax.tick_params(labelsize=16)\n", - "\n", - "\n", - "## Right panel\n", - "\n", - "last_panel2 = ax[2].imshow(smb_obs_cism[:, :], vmin=vmin, vmax=vmax, cmap=my_cmap)\n", - "\n", - "ax[2].set_title(\"SMB Obs (mm/y w.e.)\", fontsize=16)\n", - "set_plot_prop_clean(ax[2])\n", - "ax[2].annotate(\"net avg =\" + str(avg_smb_obs_cism) + \" Gt/yr\", xy=(5, 5), fontsize=16)\n", - "\n", - "\n", - "pos = ax[2].get_position()\n", - "cax = fig.add_axes([0.62, pos.y0, 0.02, pos.y1 - pos.y0])\n", - "\n", - "cbar = fig.colorbar(last_panel1, cax=cax)\n", - "cbar.ax.tick_params(labelsize=16)\n", - "\n", - "\n", - "# last_panel2 = ax[2].imshow(smb_diff_climo, vmin=vmin, vmax=vmax, cmap=my_cmap)\n", - "\n", - "# ax[2].set_title('SMB diff (CISM - Obs, mm/yr w.e.)',fontsize=16)\n", - "# set_plot_prop_clean(ax[2])\n", - "\n", - "# ax[2].annotate('net avg =' + str(avg_smb_diff) + ' Gt/yr',xy=(5,5),fontsize=16)\n", - "\n", - "# pos = ax[2].get_position()\n", - "# cax = fig.add_axes([0.89, pos.y0, 0.02, pos.y1 - pos.y0])\n", - "\n", - "# cbar = fig.colorbar(last_panel2,cax=cax)\n", - "# cbar.ax.tick_params(labelsize=16)\n", + "# Plotting the SMB spatially averaged time series\n", "\n", - "fig.subplots_adjust(right=0.89)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "85d4a99e-73b1-46eb-b9e2-fad93c155c96", - "metadata": {}, - "outputs": [], - "source": [ - "# Computing the difference w.r.t MAR obs\n", - "smb_diff_cesm2 = smb_cesm2 - smb_obs_cism\n", - "\n", - "# Computing the net averages SMB\n", - "avg_smb_cesm2 = np.round(net_avrg(smb_cesm2) * mm_to_Gt, 2)\n", - "avg_smb_diff_cesm2 = np.round(net_avrg(smb_diff_cesm2) * mm_to_Gt, 2)\n", - "\n", - "# Masking out ocean cells\n", - "mask2 = smb_cesm2[:, :] == 0\n", - "smb_cesm2_plot = np.where(mask2, np.float64(\"Nan\"), smb_cesm2)\n", - "smb_obs_cism_plot = np.where(mask2, np.float64(\"Nan\"), smb_obs_cism)\n", - "smb_cism_climo_plot = np.where(mask2, np.float64(\"Nan\"), smb_cism_climo)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "86e9b67b-ac4e-4551-96ea-ffff814fa038", - "metadata": {}, - "outputs": [], - "source": [ - "# Comparing the SMB\n", + "# TODO: include base case, base case climo (horizontal line), new case, new case climo, and obs climo\n", + "# Note: base case is 10 years of historical, new case is PI.\n", + "# what comparisons make sense when base case is HIST and new case is 1850?\n", "\n", - "# Computing the SMB difference\n", - "# smb_diff = smb_cism_climo - smb_obs_cism\n", "\n", + "time = np.arange(first_year, last_year)\n", + "if base_case_name:\n", + " base_time = np.arange(base_first_year, base_last_year) + last_year - base_last_year\n", + " base_nt = len(base_time)\n", + "nt = len(time)\n", "\n", - "# Colormap choice\n", - "my_cmap = mcm.get_cmap(\"Spectral\")\n", - "# my_cmap = mcm.get_cmap('RdYlBu_r')\n", - "my_cmap_diff = mcm.get_cmap(\"bwr_r\")\n", + "avg_smb_obs_timeseries = np.zeros(nt)\n", + "avg_smb_case_timeseries = np.zeros(nt)\n", + "if base_case_name:\n", + " avg_smb_base_timeseries = np.zeros(base_nt)\n", "\n", + "avg_smb_obs_timeseries[:] = np.round(net_avrg(smb_obs_climo) * mm_to_Gt, 2)\n", + "avg_smb_case_timeseries[:] = np.round(net_avrg(smb_case_climo) * mm_to_Gt, 2)\n", + "if base_case_name:\n", + " avg_smb_base_timeseries[:] = np.round(net_avrg(smb_base_climo) * mm_to_Gt, 2)\n", "\n", - "# Colorbar bounds\n", - "vmin = -2000\n", - "vmax = 2000\n", "\n", - "# Figure\n", - "fig, ax = plt.subplots(1, 3, sharey=True, figsize=[16, 9])\n", + "x_ticks = np.arange(first_year, last_year + 2, 5)\n", + "tickx = x_ticks\n", "\n", - "## Left panel\n", - "last_panel0 = ax[0].imshow(smb_cesm2_plot[:, :], vmin=vmin, vmax=vmax, cmap=my_cmap)\n", - "# ax[0].set_title('SMB CESM2 (mm/y w.e.)',fontsize=16)\n", - "ax[0].set_title(\"CESM2\", fontsize=16)\n", - "set_plot_prop_clean(ax[0])\n", - "ax[0].annotate(\"net avg =\" + str(avg_smb_cesm2) + \" Gt/yr\", xy=(5, 5), fontsize=16)\n", - "ax[0].set_ylabel(\"SMB (mm/y w.e)\", fontsize=16)\n", - "# pos = ax[0].get_position()\n", - "# cax = fig.add_axes([0.35, pos.y0, 0.02, pos.y1 - pos.y0])\n", + "ymin = 100\n", + "ymax = 600\n", + "y_step = 50\n", + "y_ticks = np.arange(ymin, ymax + y_step, y_step)\n", "\n", - "# cbar = fig.colorbar(last_panel0, cax=cax)\n", - "# cbar.ax.tick_params(labelsize=16)\n", "\n", + "plt.figure(figsize=(16, 7))\n", "\n", - "## Center panel\n", - "last_panel1 = ax[1].imshow(\n", - " smb_cism_climo_plot[:, :], vmin=vmin, vmax=vmax, cmap=my_cmap\n", + "# Plotting annual / spatial means\n", + "plt.subplot(111)\n", + "plot_line(\n", + " avg_smb_case_climo[first_year::],\n", + " time,\n", + " line=\"-\",\n", + " color=\"blue\",\n", + " label=f\"{case_name}\",\n", + " linewidth=2,\n", ")\n", - "\n", - "ax[1].set_title(\"CESM3\", fontsize=16)\n", - "set_plot_prop_clean(ax[1])\n", - "ax[1].annotate(\"net avg =\" + str(avg_smb_cism_climo) + \" Gt/yr\", xy=(5, 5), fontsize=16)\n", - "\n", - "\n", - "# pos = ax[1].get_position()\n", - "# cax = fig.add_axes([0.62, pos.y0, 0.02, pos.y1 - pos.y0])\n", - "\n", - "# cbar = fig.colorbar(last_panel1,cax=cax)\n", - "# cbar.ax.tick_params(labelsize=16)\n", - "\n", - "\n", - "## Right panel\n", - "\n", - "last_panel2 = ax[2].imshow(smb_obs_cism_plot[:, :], vmin=vmin, vmax=vmax, cmap=my_cmap)\n", - "\n", - "ax[2].set_title(\"MARv3.12 1960-1999\", fontsize=16)\n", - "set_plot_prop_clean(ax[2])\n", - "ax[2].annotate(\"net avg =\" + str(avg_smb_obs_cism) + \" Gt/yr\", xy=(5, 5), fontsize=16)\n", - "\n", - "\n", - "pos = ax[2].get_position()\n", - "cax = fig.add_axes([0.9, pos.y0, 0.02, pos.y1 - pos.y0])\n", - "\n", - "cbar = fig.colorbar(last_panel1, cax=cax)\n", - "cbar.ax.tick_params(labelsize=16)\n", - "\n", - "\n", - "# last_panel2 = ax[2].imshow(smb_diff_climo, vmin=vmin, vmax=vmax, cmap=my_cmap)\n", - "\n", - "# ax[2].set_title('SMB diff (CISM - Obs, mm/yr w.e.)',fontsize=16)\n", - "# set_plot_prop_clean(ax[2])\n", - "\n", - "# ax[2].annotate('net avg =' + str(avg_smb_diff) + ' Gt/yr',xy=(5,5),fontsize=16)\n", - "\n", - "# pos = ax[2].get_position()\n", - "# cax = fig.add_axes([0.89, pos.y0, 0.02, pos.y1 - pos.y0])\n", - "\n", - "# cbar = fig.colorbar(last_panel2,cax=cax)\n", - "# cbar.ax.tick_params(labelsize=16)\n", - "\n", - "fig.subplots_adjust(right=0.89)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "307999aa-83e6-4dc4-b131-af7261d9b663", - "metadata": {}, - "outputs": [], - "source": [ - "# Comparing the SMB\n", - "\n", - "# Colormap choice\n", - "my_cmap = mcm.get_cmap(\"Spectral\")\n", - "# my_cmap = mcm.get_cmap('RdYlBu_r')\n", - "my_cmap_diff = mcm.get_cmap(\"bwr_r\")\n", - "\n", - "\n", - "# Colorbar bounds\n", - "vmin = -2000\n", - "vmax = 2000\n", - "\n", - "# Figure\n", - "fig, ax = plt.subplots(1, 2, sharey=True, figsize=[12, 9])\n", - "\n", - "## Left panel\n", - "last_panel0 = ax[0].imshow(\n", - " smb_diff_cesm2[:, :], vmin=vmin, vmax=vmax, cmap=my_cmap_diff\n", + "plot_line(\n", + " avg_smb_case_timeseries[:],\n", + " time,\n", + " line=\":\",\n", + " color=\"blue\",\n", + " label=f\"{case_name} (mean)\",\n", + " linewidth=2,\n", ")\n", - "ax[0].set_title(\"CESM2 - MAR\", fontsize=16)\n", - "set_plot_prop_clean(ax[0])\n", - "ax[0].annotate(\"net avg =\" + str(avg_smb_diff_cesm2) + \" Gt/yr\", xy=(5, 5), fontsize=16)\n", - "ax[0].set_ylabel(\"SMB difference (mm/yr w.e.)\", fontsize=16)\n", - "\n", - "# pos = ax[0].get_position()\n", - "# cax = fig.add_axes([0.465, pos.y0, 0.02, pos.y1 - pos.y0])\n", - "\n", - "# cbar = fig.colorbar(last_panel0, cax=cax)\n", - "# cbar.ax.tick_params(labelsize=16)\n", - "\n", - "\n", - "## Right panel\n", - "last_panel1 = ax[1].imshow(\n", - " smb_diff_cesm3[:, :], vmin=vmin, vmax=vmax, cmap=my_cmap_diff\n", + "if base_case_name:\n", + " plot_line(\n", + " avg_smb_base_case_climo[base_first_year::],\n", + " base_time,\n", + " line=\"-\",\n", + " color=\"red\",\n", + " label=f\"{base_case_name}\",\n", + " linewidth=2,\n", + " )\n", + " plot_line(\n", + " avg_smb_base_timeseries[:],\n", + " base_time,\n", + " line=\":\",\n", + " color=\"red\",\n", + " label=f\"{base_case_name} (mean)\",\n", + " linewidth=2,\n", + " )\n", + "plot_line(\n", + " avg_smb_obs_timeseries[:],\n", + " time,\n", + " line=\"-\",\n", + " color=\"black\",\n", + " label=\"Observations (mean)\",\n", + " linewidth=2,\n", ")\n", "\n", - "ax[1].set_title(\"CESM3 - MAR\", fontsize=16)\n", - "set_plot_prop_clean(ax[1])\n", - "ax[1].annotate(\"net avg =\" + str(avg_smb_diff_cesm3) + \" Gt/yr\", xy=(5, 5), fontsize=16)\n", - "\n", - "pos = ax[1].get_position()\n", - "cax = fig.add_axes([0.89, pos.y0, 0.02, pos.y1 - pos.y0])\n", - "\n", - "cbar = fig.colorbar(last_panel1, cax=cax)\n", - "cbar.ax.tick_params(labelsize=16)\n", - "\n", + "sizefont = 16\n", + "plt.xlim([first_year, last_year])\n", + "plt.xticks(x_ticks, tickx, fontsize=sizefont)\n", + "plt.xlabel(r\"$Time$ (y)\", fontsize=sizefont)\n", + "plt.ylabel(\"SMB average evolution (Gt/yr)\", multialignment=\"center\", fontsize=sizefont)\n", + "plt.ylim([ymin, ymax])\n", + "plt.yticks(fontsize=sizefont)\n", + "plt.legend(loc=\"upper left\", ncol=1, frameon=True, borderaxespad=0)\n", "\n", - "# fig.tight_layout()\n", - "fig.subplots_adjust(right=0.89)" + "plt.title(\"SMB average evolution\", fontsize=sizefont);" ] } ], From b5e1150a88153511d3c2469b876f6092b9f895a2 Mon Sep 17 00:00:00 2001 From: Michael Levy Date: Wed, 24 Jul 2024 15:19:13 -0600 Subject: [PATCH 27/94] Pull functions out of glacier notebook Created a single utils module for now --- .../nblibrary/glc/LIWG_SMB_diagnostic.ipynb | 281 +++--------------- examples/nblibrary/glc/utils.py | 171 +++++++++++ 2 files changed, 220 insertions(+), 232 deletions(-) create mode 100644 examples/nblibrary/glc/utils.py diff --git a/examples/nblibrary/glc/LIWG_SMB_diagnostic.ipynb b/examples/nblibrary/glc/LIWG_SMB_diagnostic.ipynb index 5420bef..01ca495 100644 --- a/examples/nblibrary/glc/LIWG_SMB_diagnostic.ipynb +++ b/examples/nblibrary/glc/LIWG_SMB_diagnostic.ipynb @@ -29,6 +29,8 @@ "import os\n", "from scipy.interpolate import RegularGridInterpolator\n", "\n", + "import utils\n", + "\n", "# to display figures in notebook after executing the code.\n", "%matplotlib inline" ] @@ -134,68 +136,11 @@ "# Constants\n", "res = np.abs(x_cism[1] - x_cism[0]) # CISM output resolution\n", "\n", - "rhoi = 917 # ice density kg/m3\n", "rhow = 1000 # water density kg/m3\n", - "sec_in_yr = 60 * 60 * 24 * 365 # seconds in a year\n", - "\n", - "smb_convert = sec_in_yr / rhoi * 1000 # converting kg m-2 s-1 ice to mm y-1 w.e.\n", "kg_to_Gt = 1e-12 # Converting kg to Gt\n", "mm_to_Gt = rhow * 1e-3 * res**2 * kg_to_Gt # converting mm/yr to Gt/yr" ] }, - { - "cell_type": "code", - "execution_count": null, - "id": "4cf8782d-1500-4707-bd3b-88aa2e2c9120", - "metadata": {}, - "outputs": [], - "source": [ - "# Functions used in this notebook\n", - "def set_plot_prop_clean(ax):\n", - " \"\"\"\n", - " This function cleans up the figures from unnecessary default figure properties.\n", - "\n", - " \"\"\"\n", - " ax.invert_yaxis()\n", - " ax.set_xlabel(\"\")\n", - " ax.set_ylabel(\"\")\n", - " ax.set_xticklabels(\"\")\n", - " ax.set_yticklabels(\"\")\n", - " ax.set_xticks([])\n", - " ax.set_yticks([])\n", - "\n", - "\n", - "def rmse(prediction, target):\n", - " \"\"\"\n", - " This function returns the root mean square error for the SMB.\n", - " Input:\n", - " prediction = field to predict\n", - " target = field to compare with the prediction\n", - " \"\"\"\n", - " return np.sqrt(((prediction - target) ** 2).mean())\n", - "\n", - "\n", - "def net_avrg(data):\n", - " \"\"\"\n", - " This function returns the net average of a data field\n", - " \"\"\"\n", - " return np.sum(np.sum(data, axis=0), axis=0)\n", - "\n", - "\n", - "def read_smb(file):\n", - " \"\"\"\n", - " This function reads the CISM SMB dataset from a CESM simulation output\n", - " in the cpl directory. The output is adjusted to be converted to mm/yr w.e unit.\n", - "\n", - " Input:\n", - " file: name of the file to extract the SMB\n", - " \"\"\"\n", - " nid = Dataset(file, \"r\")\n", - " smb_cism = np.squeeze(nid.variables[\"glc1Exp_Flgl_qice\"][0, :, :]) * smb_convert\n", - " nid.close()\n", - " return smb_cism" - ] - }, { "cell_type": "code", "execution_count": null, @@ -203,56 +148,12 @@ "metadata": {}, "outputs": [], "source": [ - "# More functions used in this notebook\n", "params = {\n", " \"ny_cism\": ny_cism,\n", " \"nx_cism\": nx_cism,\n", " \"climo_nyears\": climo_nyears,\n", - "}\n", - "\n", - "\n", - "def create_climo(path, case_name, last_year, params):\n", - " # Initializing a field for the climatology\n", - " climo_out = np.zeros((params[\"ny_cism\"], params[\"nx_cism\"]))\n", - "\n", - " # Counter for available year (only needed if the number of years available is smaller\n", - " # than the number of years requested to create the climatology.\n", - " count_yr = 0\n", - "\n", - " for k in range(params[\"climo_nyears\"]):\n", - "\n", - " year_to_read = last_year - k\n", - " filename = (\n", - " f\"{path}/{case_name}.cpl.hx.1yr2glc.{year_to_read:04d}-01-01-00000.nc\"\n", - " )\n", - "\n", - " if not os.path.isfile(filename):\n", - " print(f\"The couple file for time {year_to_read} does not exist.\")\n", - " print(\n", - " \"We will only use the files that existed until now to create the SMB climatology.\"\n", - " )\n", - " break\n", - "\n", - " climo_out = climo_out + read_smb(filename)\n", - " count_yr = count_yr + 1\n", - "\n", - " print(\"number of years used in climatology = \", count_yr)\n", - " # Averaging the climo data\n", - " return climo_out / count_yr" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "fb320812-c7aa-408b-af7c-b252bcb1acb9", - "metadata": {}, - "outputs": [], - "source": [ - "# Loading the data\n", - "if base_case_name:\n", - " nid = Dataset(base_file, \"r\")\n", - " smb_cism = np.squeeze(nid.variables[\"glc1Exp_Flgl_qice\"][0, :, :]) * smb_convert\n", - " nid.close()" + " \"mm_to_Gt\": mm_to_Gt,\n", + "}" ] }, { @@ -263,11 +164,11 @@ "outputs": [], "source": [ "# creating the SMB climatology for new case\n", - "smb_case_climo = create_climo(case_path, case_name, last_year, params)\n", + "smb_case_climo = utils.create_climo(case_path, case_name, last_year, params)\n", "\n", "# creating the SMB climatology for base_case\n", "if base_case_name:\n", - " smb_base_climo = create_climo(\n", + " smb_base_climo = utils.create_climo(\n", " base_case_path, base_case_name, base_last_year, params\n", " )" ] @@ -314,47 +215,9 @@ "smb_obs_climo = np.where(mask, 0, smb_obs_climo)\n", "smb_case_climo = np.where(mask, 0, smb_case_climo)\n", "if base_case_name:\n", - " smb_cism = np.where(mask, 0, smb_cism)\n", " smb_base_climo = np.where(mask, 0, smb_base_climo)" ] }, - { - "cell_type": "code", - "execution_count": null, - "id": "5514587c-54b3-4c5b-8444-fa877dcc3ed0", - "metadata": {}, - "outputs": [], - "source": [ - "def plot_contour(data, ax, title, vmin, vmax, cmap):\n", - " avg_data = np.round(net_avrg(data) * mm_to_Gt, 2)\n", - " last_panel0 = ax.imshow(smb_case_climo[:, :], vmin=vmin, vmax=vmax, cmap=cmap)\n", - " ax.set_title(title, fontsize=16)\n", - " set_plot_prop_clean(ax)\n", - " ax.annotate(\"net avg =\" + str(avg_data) + \" Gt/yr\", xy=(5, 5), fontsize=16)\n", - "\n", - " pos = ax.get_position()\n", - " cax = fig.add_axes([0.35, pos.y0, 0.02, pos.y1 - pos.y0])\n", - "\n", - " cbar = fig.colorbar(last_panel0, cax=cax)\n", - " cbar.ax.tick_params(labelsize=16)\n", - "\n", - "\n", - "def plot_contour_diff(data_new, data_old, ax, title, vmin, vmax, cmap):\n", - " avg_data = np.round(net_avrg(data_new - data_old) * mm_to_Gt, 2)\n", - " last_panel2 = ax.imshow(data_new - data_old, vmin=vmin, vmax=vmax, cmap=cmap)\n", - "\n", - " ax.set_title(title, fontsize=16)\n", - " set_plot_prop_clean(ax)\n", - "\n", - " ax.annotate(\"net avg =\" + str(avg_data) + \" Gt/yr\", xy=(5, 5), fontsize=16)\n", - "\n", - " pos = ax.get_position()\n", - " cax = fig.add_axes([0.89, pos.y0, 0.02, pos.y1 - pos.y0])\n", - "\n", - " cbar = fig.colorbar(last_panel2, cax=cax)\n", - " cbar.ax.tick_params(labelsize=16)" - ] - }, { "cell_type": "code", "execution_count": null, @@ -377,22 +240,33 @@ "fig, ax = plt.subplots(1, 3, sharey=True, figsize=[22, 9])\n", "\n", "## Left panel\n", - "plot_contour(\n", - " smb_case_climo, ax[0], f\"{case_name}\\nSMB (mm/y w.e.)\", vmin, vmax, my_cmap\n", + "utils.plot_contour(\n", + " smb_case_climo,\n", + " fig,\n", + " ax[0],\n", + " f\"{case_name}\\nSMB (mm/y w.e.)\",\n", + " vmin,\n", + " vmax,\n", + " my_cmap,\n", + " mm_to_Gt,\n", ")\n", "\n", "## Center panel\n", - "plot_contour(smb_obs_climo, ax[1], \"SMB Obs\\n(mm/y w.e.)\", vmin, vmax, my_cmap)\n", + "utils.plot_contour(\n", + " smb_obs_climo, fig, ax[1], \"SMB Obs\\n(mm/y w.e.)\", vmin, vmax, my_cmap, mm_to_Gt\n", + ")\n", "\n", "## Right panel\n", - "plot_contour_diff(\n", + "utils.plot_contour_diff(\n", " smb_case_climo,\n", " smb_obs_climo,\n", + " fig,\n", " ax[2],\n", " \"SMB bias (mm/yr w.e.)\",\n", " vmin,\n", " vmax,\n", " my_cmap_diff,\n", + " mm_to_Gt,\n", ")" ] }, @@ -404,7 +278,6 @@ "outputs": [], "source": [ "# Comparing SMB new run vs obs\n", - "\n", "if base_case_name:\n", " # Colormap choice\n", " my_cmap = mcm.get_cmap(\"Spectral\")\n", @@ -418,17 +291,29 @@ " fig, ax = plt.subplots(1, 3, sharey=True, figsize=[22, 9])\n", "\n", " ## Left panel\n", - " plot_contour(\n", - " smb_case_climo, ax[0], f\"{case_name}\\nSMB (mm/y w.e.)\", vmin, vmax, my_cmap\n", + " utils.plot_contour(\n", + " smb_case_climo,\n", + " ax[0],\n", + " f\"{case_name}\\nSMB (mm/y w.e.)\",\n", + " vmin,\n", + " vmax,\n", + " my_cmap,\n", + " mm_to_Gt,\n", " )\n", "\n", " ## Center panel\n", - " plot_contour(\n", - " smb_base_climo, ax[1], f\"{base_case_name}\\nSMB (mm/y w.e.)\", vmin, vmax, my_cmap\n", + " utils.plot_contour(\n", + " smb_base_climo,\n", + " ax[1],\n", + " f\"{base_case_name}\\nSMB (mm/y w.e.)\",\n", + " vmin,\n", + " vmax,\n", + " my_cmap,\n", + " mm_to_Gt,\n", " )\n", "\n", " ## Right panel\n", - " plot_contour_diff(\n", + " utils.plot_contour_diff(\n", " smb_case_climo,\n", " smb_base_climo,\n", " ax[2],\n", @@ -436,58 +321,10 @@ " vmin,\n", " vmax,\n", " my_cmap_diff,\n", + " mm_to_Gt,\n", " )" ] }, - { - "cell_type": "code", - "execution_count": null, - "id": "ad3acc67-de0b-454c-995b-df279c1ee5a8", - "metadata": {}, - "outputs": [], - "source": [ - "# Integrated SMB time series\n", - "def compute_annual_climo(path, case_name, last_year, params):\n", - " # Initializing a field for the climatology\n", - " avg_smb_timeseries = np.zeros(last_year)\n", - "\n", - " # Counter for available year (only needed if the number of years available is smaller\n", - " # than the number of years requested to create the climatology.\n", - " count_yr = 0\n", - "\n", - " for k in range(last_year):\n", - "\n", - " year_to_read = last_year - k\n", - " file_name = (\n", - " f\"{path}/{case_name}.cpl.hx.1yr2glc.{year_to_read:04d}-01-01-00000.nc\"\n", - " )\n", - "\n", - " if not os.path.isfile(file_name):\n", - " print(\"The couple file for time\", year_to_read, \"does not exist.\")\n", - " print(\n", - " \"We will only use the files that existed until now to create the time series.\"\n", - " )\n", - " break\n", - "\n", - " smb_temp = read_smb(file_name)\n", - " smb_temp = np.where(params[\"mask\"], 0, smb_temp)\n", - "\n", - " avg_smb_timeseries[year_to_read - 1] = np.round(\n", - " net_avrg(smb_temp) * mm_to_Gt, 2\n", - " )\n", - " count_yr = count_yr + 1\n", - "\n", - " if count_yr == params[\"climo_nyears\"]:\n", - " break\n", - "\n", - " del smb_temp\n", - "\n", - " first_year = year_to_read\n", - "\n", - " print(\"number of years used in climatology = \", count_yr)\n", - " return first_year, avg_smb_timeseries" - ] - }, { "cell_type": "code", "execution_count": null, @@ -497,36 +334,16 @@ "source": [ "# Integrated SMB time series\n", "params[\"mask\"] = mask\n", - "first_year, avg_smb_case_climo = compute_annual_climo(\n", + "first_year, avg_smb_case_climo = utils.compute_annual_climo(\n", " case_path, case_name, last_year, params\n", ")\n", "\n", "if base_case_name:\n", - " base_first_year, avg_smb_base_case_climo = compute_annual_climo(\n", + " base_first_year, avg_smb_base_case_climo = utils.compute_annual_climo(\n", " base_case_path, base_case_name, base_last_year, params\n", " )" ] }, - { - "cell_type": "code", - "execution_count": null, - "id": "a7510286-eae4-4d4c-be90-3e3f9c732eeb", - "metadata": {}, - "outputs": [], - "source": [ - "def plot_line(data, time, line, color, label, linewidth):\n", - " plt.plot(\n", - " time,\n", - " data,\n", - " line,\n", - " ms=3,\n", - " mfc=color,\n", - " color=color,\n", - " label=label,\n", - " linewidth=linewidth,\n", - " )" - ] - }, { "cell_type": "code", "execution_count": null, @@ -552,10 +369,10 @@ "if base_case_name:\n", " avg_smb_base_timeseries = np.zeros(base_nt)\n", "\n", - "avg_smb_obs_timeseries[:] = np.round(net_avrg(smb_obs_climo) * mm_to_Gt, 2)\n", - "avg_smb_case_timeseries[:] = np.round(net_avrg(smb_case_climo) * mm_to_Gt, 2)\n", + "avg_smb_obs_timeseries[:] = np.round(utils.net_avrg(smb_obs_climo) * mm_to_Gt, 2)\n", + "avg_smb_case_timeseries[:] = np.round(utils.net_avrg(smb_case_climo) * mm_to_Gt, 2)\n", "if base_case_name:\n", - " avg_smb_base_timeseries[:] = np.round(net_avrg(smb_base_climo) * mm_to_Gt, 2)\n", + " avg_smb_base_timeseries[:] = np.round(utils.net_avrg(smb_base_climo) * mm_to_Gt, 2)\n", "\n", "\n", "x_ticks = np.arange(first_year, last_year + 2, 5)\n", @@ -571,7 +388,7 @@ "\n", "# Plotting annual / spatial means\n", "plt.subplot(111)\n", - "plot_line(\n", + "utils.plot_line(\n", " avg_smb_case_climo[first_year::],\n", " time,\n", " line=\"-\",\n", @@ -579,7 +396,7 @@ " label=f\"{case_name}\",\n", " linewidth=2,\n", ")\n", - "plot_line(\n", + "utils.plot_line(\n", " avg_smb_case_timeseries[:],\n", " time,\n", " line=\":\",\n", @@ -588,7 +405,7 @@ " linewidth=2,\n", ")\n", "if base_case_name:\n", - " plot_line(\n", + " utils.plot_line(\n", " avg_smb_base_case_climo[base_first_year::],\n", " base_time,\n", " line=\"-\",\n", @@ -596,7 +413,7 @@ " label=f\"{base_case_name}\",\n", " linewidth=2,\n", " )\n", - " plot_line(\n", + " utils.plot_line(\n", " avg_smb_base_timeseries[:],\n", " base_time,\n", " line=\":\",\n", @@ -604,7 +421,7 @@ " label=f\"{base_case_name} (mean)\",\n", " linewidth=2,\n", " )\n", - "plot_line(\n", + "utils.plot_line(\n", " avg_smb_obs_timeseries[:],\n", " time,\n", " line=\"-\",\n", diff --git a/examples/nblibrary/glc/utils.py b/examples/nblibrary/glc/utils.py new file mode 100644 index 0000000..eae4c2d --- /dev/null +++ b/examples/nblibrary/glc/utils.py @@ -0,0 +1,171 @@ +from __future__ import annotations + +import os + +import numpy as np +from matplotlib import pyplot as plt +from netCDF4 import Dataset + + +def set_plot_prop_clean(ax): + """ + This function cleans up the figures from unnecessary default figure properties. + + """ + ax.invert_yaxis() + ax.set_xlabel("") + ax.set_ylabel("") + ax.set_xticklabels("") + ax.set_yticklabels("") + ax.set_xticks([]) + ax.set_yticks([]) + + +def rmse(prediction, target): + """ + This function returns the root mean square error for the SMB. + Input: + prediction = field to predict + target = field to compare with the prediction + """ + return np.sqrt(((prediction - target) ** 2).mean()) + + +def net_avrg(data): + """ + This function returns the net average of a data field + """ + return np.sum(np.sum(data, axis=0), axis=0) + + +def read_smb(file): + """ + This function reads the CISM SMB dataset from a CESM simulation output + in the cpl directory. The output is adjusted to be converted to mm/yr w.e unit. + + Input: + file: name of the file to extract the SMB + """ + rhoi = 917 # ice density kg/m3 + sec_in_yr = 60 * 60 * 24 * 365 # seconds in a year + smb_convert = sec_in_yr / rhoi * 1000 # converting kg m-2 s-1 ice to mm y-1 w.e. + + nid = Dataset(file, "r") + smb_cism = np.squeeze(nid.variables["glc1Exp_Flgl_qice"][0, :, :]) * smb_convert + nid.close() + return smb_cism + + +def create_climo(path, case_name, last_year, params): + # Initializing a field for the climatology + climo_out = np.zeros((params["ny_cism"], params["nx_cism"])) + + # Counter for available year (only needed if the number of years available is smaller + # than the number of years requested to create the climatology. + count_yr = 0 + + for k in range(params["climo_nyears"]): + + year_to_read = last_year - k + filename = ( + f"{path}/{case_name}.cpl.hx.1yr2glc.{year_to_read:04d}-01-01-00000.nc" + ) + + if not os.path.isfile(filename): + print(f"The couple file for time {year_to_read} does not exist.") + print( + "We will only use the files that existed until now to create the SMB climatology.", + ) + break + + climo_out = climo_out + read_smb(filename) + count_yr = count_yr + 1 + + print("number of years used in climatology = ", count_yr) + # Averaging the climo data + return climo_out / count_yr + + +def plot_contour(data, fig, ax, title, vmin, vmax, cmap, mm_to_Gt): + avg_data = np.round(net_avrg(data) * mm_to_Gt, 2) + last_panel0 = ax.imshow(data[:, :], vmin=vmin, vmax=vmax, cmap=cmap) + ax.set_title(title, fontsize=16) + set_plot_prop_clean(ax) + ax.annotate("net avg =" + str(avg_data) + " Gt/yr", xy=(5, 5), fontsize=16) + + pos = ax.get_position() + cax = fig.add_axes([0.35, pos.y0, 0.02, pos.y1 - pos.y0]) + + cbar = fig.colorbar(last_panel0, cax=cax) + cbar.ax.tick_params(labelsize=16) + + +def plot_contour_diff(data_new, data_old, fig, ax, title, vmin, vmax, cmap, mm_to_Gt): + avg_data = np.round(net_avrg(data_new - data_old) * mm_to_Gt, 2) + last_panel2 = ax.imshow(data_new - data_old, vmin=vmin, vmax=vmax, cmap=cmap) + + ax.set_title(title, fontsize=16) + set_plot_prop_clean(ax) + + ax.annotate("net avg =" + str(avg_data) + " Gt/yr", xy=(5, 5), fontsize=16) + + pos = ax.get_position() + cax = fig.add_axes([0.89, pos.y0, 0.02, pos.y1 - pos.y0]) + + cbar = fig.colorbar(last_panel2, cax=cax) + cbar.ax.tick_params(labelsize=16) + + +def compute_annual_climo(path, case_name, last_year, params): + # Initializing a field for the climatology + avg_smb_timeseries = np.zeros(last_year) + + # Counter for available year (only needed if the number of years available is smaller + # than the number of years requested to create the climatology. + count_yr = 0 + + for k in range(last_year): + + year_to_read = last_year - k + file_name = ( + f"{path}/{case_name}.cpl.hx.1yr2glc.{year_to_read:04d}-01-01-00000.nc" + ) + + if not os.path.isfile(file_name): + print("The couple file for time", year_to_read, "does not exist.") + print( + "We will only use the files that existed until now to create the time series.", + ) + break + + smb_temp = read_smb(file_name) + smb_temp = np.where(params["mask"], 0, smb_temp) + + avg_smb_timeseries[year_to_read - 1] = np.round( + net_avrg(smb_temp) * params["mm_to_Gt"], + 2, + ) + count_yr = count_yr + 1 + + if count_yr == params["climo_nyears"]: + break + + del smb_temp + + first_year = year_to_read + + print("number of years used in climatology = ", count_yr) + return first_year, avg_smb_timeseries + + +def plot_line(data, time, line, color, label, linewidth): + plt.plot( + time, + data, + line, + ms=3, + mfc=color, + color=color, + label=label, + linewidth=linewidth, + ) From 3df4d5e7d1e2f976bc151aab0fa6b9c2ad1f2a49 Mon Sep 17 00:00:00 2001 From: Michael Levy Date: Wed, 24 Jul 2024 15:27:00 -0600 Subject: [PATCH 28/94] Remove unused import --- examples/nblibrary/glc/LIWG_SMB_diagnostic.ipynb | 1 - 1 file changed, 1 deletion(-) diff --git a/examples/nblibrary/glc/LIWG_SMB_diagnostic.ipynb b/examples/nblibrary/glc/LIWG_SMB_diagnostic.ipynb index 01ca495..d295987 100644 --- a/examples/nblibrary/glc/LIWG_SMB_diagnostic.ipynb +++ b/examples/nblibrary/glc/LIWG_SMB_diagnostic.ipynb @@ -26,7 +26,6 @@ "import matplotlib.pyplot as plt\n", "import matplotlib.cm as mcm\n", "from netCDF4 import Dataset\n", - "import os\n", "from scipy.interpolate import RegularGridInterpolator\n", "\n", "import utils\n", From f1b015d2a668b49c801792e0182ee8936ce358e2 Mon Sep 17 00:00:00 2001 From: Michael Levy Date: Wed, 24 Jul 2024 16:10:39 -0600 Subject: [PATCH 29/94] Cleaned up glacier notebook a little more 1. Reorganized cells and added markdown headers (parameter configuration, set up grid, make datasets, generate plots). 2. Fixed issue with plotting base maps (tested by comparing first 40 years of run to last 40 years of run) 3. Added years included in climatology to the title of plots --- .../nblibrary/glc/LIWG_SMB_diagnostic.ipynb | 138 ++++++++++++------ 1 file changed, 93 insertions(+), 45 deletions(-) diff --git a/examples/nblibrary/glc/LIWG_SMB_diagnostic.ipynb b/examples/nblibrary/glc/LIWG_SMB_diagnostic.ipynb index d295987..84610ea 100644 --- a/examples/nblibrary/glc/LIWG_SMB_diagnostic.ipynb +++ b/examples/nblibrary/glc/LIWG_SMB_diagnostic.ipynb @@ -34,6 +34,17 @@ "%matplotlib inline" ] }, + { + "cell_type": "markdown", + "id": "24029ab9-fe52-4c7e-bb41-847c7f3a0b1d", + "metadata": {}, + "source": [ + "## Parameter configuration\n", + "\n", + "Some parameters are set in CUPiD's `config.yml` file,\n", + "others are derived from these parameters." + ] + }, { "cell_type": "code", "execution_count": null, @@ -84,6 +95,16 @@ " base_file = f\"{base_case_path}/{base_case_name}.cpl.hx.1yr2glc.{base_last_year:04d}-01-01-00000.nc\" # name of last cpl simulation output" ] }, + { + "cell_type": "markdown", + "id": "70ee51c9-1c10-475d-a45b-b97583a3a5a9", + "metadata": {}, + "source": [ + "## Set up grid\n", + "\n", + "Read in the grid data, compute resolution and other grid-specific parameters" + ] + }, { "cell_type": "code", "execution_count": null, @@ -106,25 +127,6 @@ "ny_cism = len(y_cism)" ] }, - { - "cell_type": "code", - "execution_count": null, - "id": "69891e0a-0cc6-48bd-a9bf-b61e19da13b4", - "metadata": {}, - "outputs": [], - "source": [ - "## The observed dataset\n", - "nid = Dataset(obs_file, \"r\")\n", - "x_obs = nid.variables[\"x\"][:]\n", - "y_obs = nid.variables[\"y\"][:]\n", - "smb_obs_src = np.squeeze(nid.variables[\"SMB\"][0, :, :])\n", - "nid.close()\n", - "\n", - "## For the observed grid\n", - "nx_obs = len(x_obs)\n", - "ny_obs = len(y_obs)" - ] - }, { "cell_type": "code", "execution_count": null, @@ -155,6 +157,37 @@ "}" ] }, + { + "cell_type": "markdown", + "id": "68fca423-582b-4179-8771-16250a5f1904", + "metadata": {}, + "source": [ + "## Make datasets\n", + "\n", + "Read in observations and CESM output.\n", + "Also do necessary computations\n", + "(global mean for time series, temporal mean for climatology)." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "69891e0a-0cc6-48bd-a9bf-b61e19da13b4", + "metadata": {}, + "outputs": [], + "source": [ + "## The observed dataset\n", + "nid = Dataset(obs_file, \"r\")\n", + "x_obs = nid.variables[\"x\"][:]\n", + "y_obs = nid.variables[\"y\"][:]\n", + "smb_obs_src = np.squeeze(nid.variables[\"SMB\"][0, :, :])\n", + "nid.close()\n", + "\n", + "## For the observed grid\n", + "nx_obs = len(x_obs)\n", + "ny_obs = len(y_obs)" + ] + }, { "cell_type": "code", "execution_count": null, @@ -217,6 +250,37 @@ " smb_base_climo = np.where(mask, 0, smb_base_climo)" ] }, + { + "cell_type": "code", + "execution_count": null, + "id": "a38682c9-dc87-4d7b-887d-8abbbe8a7265", + "metadata": {}, + "outputs": [], + "source": [ + "# Integrated SMB time series\n", + "params[\"mask\"] = mask\n", + "first_year, avg_smb_case_climo = utils.compute_annual_climo(\n", + " case_path, case_name, last_year, params\n", + ")\n", + "\n", + "if base_case_name:\n", + " base_first_year, avg_smb_base_case_climo = utils.compute_annual_climo(\n", + " base_case_path, base_case_name, base_last_year, params\n", + " )" + ] + }, + { + "cell_type": "markdown", + "id": "1641747b-4997-45ad-bf70-981ed97688dd", + "metadata": {}, + "source": [ + "## Generate plots\n", + "\n", + "Map comparing CESM to observation,\n", + "possibly map comparing CESM to older case,\n", + "and time series of spatial mean SMB." + ] + }, { "cell_type": "code", "execution_count": null, @@ -243,7 +307,7 @@ " smb_case_climo,\n", " fig,\n", " ax[0],\n", - " f\"{case_name}\\nSMB (mm/y w.e.)\",\n", + " f\"{case_name}\\nSMB (mm/y w.e.)\\nMean from {first_year:04d} - {last_year:04d}\",\n", " vmin,\n", " vmax,\n", " my_cmap,\n", @@ -292,8 +356,9 @@ " ## Left panel\n", " utils.plot_contour(\n", " smb_case_climo,\n", + " fig,\n", " ax[0],\n", - " f\"{case_name}\\nSMB (mm/y w.e.)\",\n", + " f\"{case_name}\\nSMB (mm/y w.e.)\\nMean from {first_year:04d} - {last_year:04d}\",\n", " vmin,\n", " vmax,\n", " my_cmap,\n", @@ -303,8 +368,9 @@ " ## Center panel\n", " utils.plot_contour(\n", " smb_base_climo,\n", + " fig,\n", " ax[1],\n", - " f\"{base_case_name}\\nSMB (mm/y w.e.)\",\n", + " f\"{base_case_name}\\nSMB (mm/y w.e.)\\nMean from {base_first_year:04d} - {base_last_year:04d}\",\n", " vmin,\n", " vmax,\n", " my_cmap,\n", @@ -315,6 +381,7 @@ " utils.plot_contour_diff(\n", " smb_case_climo,\n", " smb_base_climo,\n", + " fig,\n", " ax[2],\n", " \"SMB difference (mm/yr w.e.)\",\n", " vmin,\n", @@ -324,25 +391,6 @@ " )" ] }, - { - "cell_type": "code", - "execution_count": null, - "id": "a38682c9-dc87-4d7b-887d-8abbbe8a7265", - "metadata": {}, - "outputs": [], - "source": [ - "# Integrated SMB time series\n", - "params[\"mask\"] = mask\n", - "first_year, avg_smb_case_climo = utils.compute_annual_climo(\n", - " case_path, case_name, last_year, params\n", - ")\n", - "\n", - "if base_case_name:\n", - " base_first_year, avg_smb_base_case_climo = utils.compute_annual_climo(\n", - " base_case_path, base_case_name, base_last_year, params\n", - " )" - ] - }, { "cell_type": "code", "execution_count": null, @@ -392,7 +440,7 @@ " time,\n", " line=\"-\",\n", " color=\"blue\",\n", - " label=f\"{case_name}\",\n", + " label=f\"{case_name} ({first_year:04d} - {last_year:04d})\",\n", " linewidth=2,\n", ")\n", "utils.plot_line(\n", @@ -400,7 +448,7 @@ " time,\n", " line=\":\",\n", " color=\"blue\",\n", - " label=f\"{case_name} (mean)\",\n", + " label=f\"{case_name} (mean from {first_year:04d} - {last_year:04d})\",\n", " linewidth=2,\n", ")\n", "if base_case_name:\n", @@ -409,7 +457,7 @@ " base_time,\n", " line=\"-\",\n", " color=\"red\",\n", - " label=f\"{base_case_name}\",\n", + " label=f\"{base_case_name} ({base_first_year:04d} - {base_last_year:04d})\",\n", " linewidth=2,\n", " )\n", " utils.plot_line(\n", @@ -417,7 +465,7 @@ " base_time,\n", " line=\":\",\n", " color=\"red\",\n", - " label=f\"{base_case_name} (mean)\",\n", + " label=f\"{base_case_name} (mean from {base_first_year:04d} - {base_last_year:04d})\",\n", " linewidth=2,\n", " )\n", "utils.plot_line(\n", From e9ddda307b2c0a3bf570cae59e41b98959471471 Mon Sep 17 00:00:00 2001 From: Michael Levy Date: Wed, 24 Jul 2024 16:19:19 -0600 Subject: [PATCH 30/94] Update book_toc section of config.yml Commented out the atmosphere, ocean, land, and sea ice section definitions and added a section for land ice. --- examples/key_metrics/config.yml | 32 ++++++++++++++++++-------------- 1 file changed, 18 insertions(+), 14 deletions(-) diff --git a/examples/key_metrics/config.yml b/examples/key_metrics/config.yml index 2b3e590..ceed3e6 100644 --- a/examples/key_metrics/config.yml +++ b/examples/key_metrics/config.yml @@ -182,31 +182,35 @@ book_toc: # Parts group notebooks into different sections in the Jupyter book # table of contents, so you can organize different parts of your project. - - caption: Atmosphere + # - caption: Atmosphere - # Each chapter is the name of one of the notebooks that you executed - # in compute_notebooks above, also without .ipynb - chapters: - - file: atm/adf_quick_run + # # Each chapter is the name of one of the notebooks that you executed + # # in compute_notebooks above, also without .ipynb + # chapters: + # - file: atm/adf_quick_run - - caption: Ocean - chapters: - - file: ocn/ocean_surface + # - caption: Ocean + # chapters: + # - file: ocn/ocean_surface - - caption: Land - chapters: - - file: lnd/land_comparison + # - caption: Land + # chapters: + # - file: lnd/land_comparison + + # - caption: Sea Ice + # chapters: + # - file: ice/seaice - - caption: Sea Ice + - caption: Land Ice chapters: - - file: ice/seaice + - file: glc/LIWG_SMB_diagnostic ##################################### # Keys for Jupyter Book _config.yml # ##################################### book_config_keys: - title: Example project # Title of your jupyter book + title: CESM Key Metrics # Title of your jupyter book # Other keys can be added here, see https://jupyterbook.org/en/stable/customize/config.html ### for many more options From 6b94626e13b61f3abc7a195a712dcb6a7b7fe868 Mon Sep 17 00:00:00 2001 From: Michael Levy Date: Fri, 26 Jul 2024 13:06:05 -0600 Subject: [PATCH 31/94] First steps towards using xarray Started replacing netcdf4 calls with xarray equivalents. I think the observational dataset read is still entirely netcdf4-based, so that needs to be updated. Also, I want to try calling xr.open_mfdataset() once per case and then passing datasets rather than doing the read twice (once for temporal mean, once for spatial mean). --- .../nblibrary/glc/LIWG_SMB_diagnostic.ipynb | 94 ++++++------------ examples/nblibrary/glc/utils.py | 96 +++++++++---------- 2 files changed, 73 insertions(+), 117 deletions(-) diff --git a/examples/nblibrary/glc/LIWG_SMB_diagnostic.ipynb b/examples/nblibrary/glc/LIWG_SMB_diagnostic.ipynb index 84610ea..1731701 100644 --- a/examples/nblibrary/glc/LIWG_SMB_diagnostic.ipynb +++ b/examples/nblibrary/glc/LIWG_SMB_diagnostic.ipynb @@ -25,8 +25,8 @@ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import matplotlib.cm as mcm\n", - "from netCDF4 import Dataset\n", "from scipy.interpolate import RegularGridInterpolator\n", + "import xarray as xr\n", "\n", "import utils\n", "\n", @@ -108,23 +108,16 @@ { "cell_type": "code", "execution_count": null, - "id": "52ba1301-0c4c-481c-a57b-a9614160807b", + "id": "27373d08-084b-4c3f-8c3f-d5c8a445b2dc", "metadata": {}, "outputs": [], "source": [ - "## CISM grid information and loading a field used for filtering\n", - "\n", - "# Reading the information we need from the glc file\n", - "nid = Dataset(case_init_file, \"r\")\n", - "x_cism = nid.variables[\"x1\"][:]\n", - "y_cism = nid.variables[\"y1\"][:]\n", - "thk_cism = np.squeeze(nid.variables[\"thk\"][0, :, :])\n", - "nid.close()\n", - "\n", - "# Defining the grid dimensions\n", - "## For the CISM grid\n", - "nx_cism = len(x_cism)\n", - "ny_cism = len(y_cism)" + "## Get grid from initial_hist stream\n", + "thk_init_da = xr.open_dataset(case_init_file).isel(time=0)[\"thk\"]\n", + "mask = thk_init_da.data[:, :] == 0\n", + "\n", + "# Shape of array is (ny, nx)\n", + "grid_dims = thk_init_da.shape" ] }, { @@ -135,7 +128,9 @@ "outputs": [], "source": [ "# Constants\n", - "res = np.abs(x_cism[1] - x_cism[0]) # CISM output resolution\n", + "res = np.abs(\n", + " thk_init_da[\"x1\"].data[1] - thk_init_da[\"x1\"].data[0]\n", + ") # CISM output resolution\n", "\n", "rhow = 1000 # water density kg/m3\n", "kg_to_Gt = 1e-12 # Converting kg to Gt\n", @@ -150,10 +145,10 @@ "outputs": [], "source": [ "params = {\n", - " \"ny_cism\": ny_cism,\n", - " \"nx_cism\": nx_cism,\n", + " \"grid_dims\": grid_dims,\n", " \"climo_nyears\": climo_nyears,\n", " \"mm_to_Gt\": mm_to_Gt,\n", + " \"mask\": mask,\n", "}" ] }, @@ -169,25 +164,6 @@ "(global mean for time series, temporal mean for climatology)." ] }, - { - "cell_type": "code", - "execution_count": null, - "id": "69891e0a-0cc6-48bd-a9bf-b61e19da13b4", - "metadata": {}, - "outputs": [], - "source": [ - "## The observed dataset\n", - "nid = Dataset(obs_file, \"r\")\n", - "x_obs = nid.variables[\"x\"][:]\n", - "y_obs = nid.variables[\"y\"][:]\n", - "smb_obs_src = np.squeeze(nid.variables[\"SMB\"][0, :, :])\n", - "nid.close()\n", - "\n", - "## For the observed grid\n", - "nx_obs = len(x_obs)\n", - "ny_obs = len(y_obs)" - ] - }, { "cell_type": "code", "execution_count": null, @@ -213,41 +189,30 @@ "outputs": [], "source": [ "# Interpolating the observed data onto the CISM grid\n", + "smb_obs_da = xr.open_dataset(obs_file).isel(time=0)[\"SMB\"]\n", "\n", "# Defining the interpolation functions\n", "myInterpFunction_smb_obs = RegularGridInterpolator(\n", - " (x_obs, y_obs),\n", - " smb_obs_src.transpose(),\n", + " (smb_obs_da[\"x\"].data, smb_obs_da[\"y\"].data),\n", + " smb_obs_da.data.transpose(),\n", " method=\"linear\",\n", " bounds_error=False,\n", " fill_value=None,\n", ")\n", "\n", "# Initializing the glacier ID variable\n", - "smb_obs_climo = np.zeros((ny_cism, nx_cism))\n", + "smb_obs_climo = np.zeros(grid_dims)\n", "\n", "# Performing the interpolation\n", - "for j in range(ny_cism):\n", - " point_y = np.zeros(nx_cism)\n", - " point_y[:] = y_cism[j]\n", - " pts = (x_cism[:], point_y[:])\n", - " smb_obs_climo[j, :] = myInterpFunction_smb_obs(pts)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "288f34cf-808f-4de1-8372-276fdbcfdc46", - "metadata": {}, - "outputs": [], - "source": [ + "for j in range(grid_dims[0]):\n", + " point_y = np.zeros(grid_dims[1])\n", + " point_y[:] = thk_init_da[\"y1\"].data[j]\n", + " pts = (thk_init_da[\"x1\"].data[:], point_y[:])\n", + " smb_obs_climo[j, :] = myInterpFunction_smb_obs(pts)\n", + "\n", "# Filtering out fill values\n", "smb_obs_climo = np.where(smb_obs_climo > 1e20, 0, smb_obs_climo)\n", - "mask = thk_cism[:, :] == 0\n", - "smb_obs_climo = np.where(mask, 0, smb_obs_climo)\n", - "smb_case_climo = np.where(mask, 0, smb_case_climo)\n", - "if base_case_name:\n", - " smb_base_climo = np.where(mask, 0, smb_base_climo)" + "smb_obs_climo = np.where(mask, 0, smb_obs_climo)" ] }, { @@ -258,7 +223,6 @@ "outputs": [], "source": [ "# Integrated SMB time series\n", - "params[\"mask\"] = mask\n", "first_year, avg_smb_case_climo = utils.compute_annual_climo(\n", " case_path, case_name, last_year, params\n", ")\n", @@ -405,9 +369,11 @@ "# what comparisons make sense when base case is HIST and new case is 1850?\n", "\n", "\n", - "time = np.arange(first_year, last_year)\n", + "time = np.arange(first_year, last_year + 1)\n", "if base_case_name:\n", - " base_time = np.arange(base_first_year, base_last_year) + last_year - base_last_year\n", + " base_time = (\n", + " np.arange(base_first_year, base_last_year + 1) + last_year - base_last_year\n", + " )\n", " base_nt = len(base_time)\n", "nt = len(time)\n", "\n", @@ -436,7 +402,7 @@ "# Plotting annual / spatial means\n", "plt.subplot(111)\n", "utils.plot_line(\n", - " avg_smb_case_climo[first_year::],\n", + " avg_smb_case_climo[first_year - 1 : :],\n", " time,\n", " line=\"-\",\n", " color=\"blue\",\n", @@ -453,7 +419,7 @@ ")\n", "if base_case_name:\n", " utils.plot_line(\n", - " avg_smb_base_case_climo[base_first_year::],\n", + " avg_smb_base_case_climo[base_first_year - 1 : :],\n", " base_time,\n", " line=\"-\",\n", " color=\"red\",\n", diff --git a/examples/nblibrary/glc/utils.py b/examples/nblibrary/glc/utils.py index eae4c2d..391d643 100644 --- a/examples/nblibrary/glc/utils.py +++ b/examples/nblibrary/glc/utils.py @@ -3,6 +3,7 @@ import os import numpy as np +import xarray as xr from matplotlib import pyplot as plt from netCDF4 import Dataset @@ -56,14 +57,13 @@ def read_smb(file): return smb_cism -def create_climo(path, case_name, last_year, params): - # Initializing a field for the climatology - climo_out = np.zeros((params["ny_cism"], params["nx_cism"])) - - # Counter for available year (only needed if the number of years available is smaller - # than the number of years requested to create the climatology. - count_yr = 0 +def _get_cesm_output(path, case_name, last_year, params): + # Set parameters + rhoi = 917 # ice density kg/m3 + sec_in_yr = 60 * 60 * 24 * 365 # seconds in a year + smb_convert = sec_in_yr / rhoi * 1000 # converting kg m-2 s-1 ice to mm y-1 w.e. + filenames = [] for k in range(params["climo_nyears"]): year_to_read = last_year - k @@ -78,12 +78,44 @@ def create_climo(path, case_name, last_year, params): ) break - climo_out = climo_out + read_smb(filename) - count_yr = count_yr + 1 + filenames.append(filename) + + climo_out = ( + xr.open_mfdataset(filenames)["glc1Exp_Flgl_qice"].compute() * smb_convert + ) + # Mask out data that is 0 in initial condition + for k in range(len(climo_out["time"])): + climo_out.data[k, :, :] = np.where( + params["mask"], + 0, + climo_out.isel(time=k).data, + ) + print("number of years used in climatology = ", len(climo_out["time"])) + return climo_out + + +def create_climo(path, case_name, last_year, params): + + climo_out = _get_cesm_output(path, case_name, last_year, params) - print("number of years used in climatology = ", count_yr) # Averaging the climo data - return climo_out / count_yr + return climo_out.mean("time").data + + +def compute_annual_climo(path, case_name, last_year, params): + # Initializing a field for the climatology + avg_smb_timeseries = np.zeros(last_year) + climo_out = _get_cesm_output(path, case_name, last_year, params) + for k in range(len(climo_out["time"])): + # index into avg_smb_timeseries; want largest k to index (last_year-1) + kk = last_year - (len(climo_out["time"]) - k) + # note that mm_to_Gt has 1 / res**2 factor, so we want a sum rather than mean + avg_smb_timeseries[kk] = np.round( + climo_out.isel(time=k).sum() * params["mm_to_Gt"], + 2, + ).data + + return last_year - len(climo_out["time"]) + 1, avg_smb_timeseries def plot_contour(data, fig, ax, title, vmin, vmax, cmap, mm_to_Gt): @@ -116,48 +148,6 @@ def plot_contour_diff(data_new, data_old, fig, ax, title, vmin, vmax, cmap, mm_t cbar.ax.tick_params(labelsize=16) -def compute_annual_climo(path, case_name, last_year, params): - # Initializing a field for the climatology - avg_smb_timeseries = np.zeros(last_year) - - # Counter for available year (only needed if the number of years available is smaller - # than the number of years requested to create the climatology. - count_yr = 0 - - for k in range(last_year): - - year_to_read = last_year - k - file_name = ( - f"{path}/{case_name}.cpl.hx.1yr2glc.{year_to_read:04d}-01-01-00000.nc" - ) - - if not os.path.isfile(file_name): - print("The couple file for time", year_to_read, "does not exist.") - print( - "We will only use the files that existed until now to create the time series.", - ) - break - - smb_temp = read_smb(file_name) - smb_temp = np.where(params["mask"], 0, smb_temp) - - avg_smb_timeseries[year_to_read - 1] = np.round( - net_avrg(smb_temp) * params["mm_to_Gt"], - 2, - ) - count_yr = count_yr + 1 - - if count_yr == params["climo_nyears"]: - break - - del smb_temp - - first_year = year_to_read - - print("number of years used in climatology = ", count_yr) - return first_year, avg_smb_timeseries - - def plot_line(data, time, line, color, label, linewidth): plt.plot( time, From 5b6e3d565dc910284b29dbc6577b45f840033df1 Mon Sep 17 00:00:00 2001 From: Michael Levy Date: Fri, 26 Jul 2024 17:42:22 -0600 Subject: [PATCH 32/94] More xarray to replace netcdf4 Read in 40 years of SMB data with read_cesm_smb(), and then use xarray functions (basically taking means or sums over different dimensions) to compute the different climatologies. This greatly reduces the number of functions needed in utils - it's just read_cesm_smb() and some plotting routines. --- .../nblibrary/glc/LIWG_SMB_diagnostic.ipynb | 47 ++++---- examples/nblibrary/glc/utils.py | 107 ++++-------------- 2 files changed, 44 insertions(+), 110 deletions(-) diff --git a/examples/nblibrary/glc/LIWG_SMB_diagnostic.ipynb b/examples/nblibrary/glc/LIWG_SMB_diagnostic.ipynb index 1731701..d661686 100644 --- a/examples/nblibrary/glc/LIWG_SMB_diagnostic.ipynb +++ b/examples/nblibrary/glc/LIWG_SMB_diagnostic.ipynb @@ -172,13 +172,15 @@ "outputs": [], "source": [ "# creating the SMB climatology for new case\n", - "smb_case_climo = utils.create_climo(case_path, case_name, last_year, params)\n", + "smb_case = utils.read_cesm_smb(case_path, case_name, last_year, params)\n", + "smb_case_climo = smb_case.mean(\"time\")\n", "\n", "# creating the SMB climatology for base_case\n", "if base_case_name:\n", - " smb_base_climo = utils.create_climo(\n", + " smb_base_case = utils.read_cesm_smb(\n", " base_case_path, base_case_name, base_last_year, params\n", - " )" + " )\n", + " smb_base_climo = smb_base_case.mean(\"time\")" ] }, { @@ -201,18 +203,19 @@ ")\n", "\n", "# Initializing the glacier ID variable\n", - "smb_obs_climo = np.zeros(grid_dims)\n", + "smb_obs_climo = xr.DataArray(np.zeros(grid_dims), dims=[\"glc1Exp_ny\", \"glc1Exp_nx\"])\n", "\n", "# Performing the interpolation\n", "for j in range(grid_dims[0]):\n", " point_y = np.zeros(grid_dims[1])\n", " point_y[:] = thk_init_da[\"y1\"].data[j]\n", " pts = (thk_init_da[\"x1\"].data[:], point_y[:])\n", - " smb_obs_climo[j, :] = myInterpFunction_smb_obs(pts)\n", + " smb_obs_climo.data[j, :] = myInterpFunction_smb_obs(pts)\n", "\n", "# Filtering out fill values\n", - "smb_obs_climo = np.where(smb_obs_climo > 1e20, 0, smb_obs_climo)\n", - "smb_obs_climo = np.where(mask, 0, smb_obs_climo)" + "smb_obs_climo.data = np.where(\n", + " np.logical_or(mask, smb_obs_climo > 1e20), 0, smb_obs_climo\n", + ")" ] }, { @@ -223,13 +226,13 @@ "outputs": [], "source": [ "# Integrated SMB time series\n", - "first_year, avg_smb_case_climo = utils.compute_annual_climo(\n", - " case_path, case_name, last_year, params\n", - ")\n", + "first_year = last_year - len(smb_case[\"time\"]) + 1\n", + "avg_smb_case_climo = smb_case.sum([\"glc1Exp_ny\", \"glc1Exp_nx\"]) * params[\"mm_to_Gt\"]\n", "\n", "if base_case_name:\n", - " base_first_year, avg_smb_base_case_climo = utils.compute_annual_climo(\n", - " base_case_path, base_case_name, base_last_year, params\n", + " base_first_year = base_last_year - len(smb_base_case[\"time\"]) + 1\n", + " avg_smb_base_case_climo = (\n", + " smb_base_case.sum([\"glc1Exp_ny\", \"glc1Exp_nx\"]) * params[\"mm_to_Gt\"]\n", " )" ] }, @@ -284,9 +287,8 @@ ")\n", "\n", "## Right panel\n", - "utils.plot_contour_diff(\n", - " smb_case_climo,\n", - " smb_obs_climo,\n", + "utils.plot_contour(\n", + " smb_case_climo - smb_obs_climo,\n", " fig,\n", " ax[2],\n", " \"SMB bias (mm/yr w.e.)\",\n", @@ -342,9 +344,8 @@ " )\n", "\n", " ## Right panel\n", - " utils.plot_contour_diff(\n", - " smb_case_climo,\n", - " smb_base_climo,\n", + " utils.plot_contour(\n", + " smb_case_climo - smb_base_climo,\n", " fig,\n", " ax[2],\n", " \"SMB difference (mm/yr w.e.)\",\n", @@ -382,10 +383,10 @@ "if base_case_name:\n", " avg_smb_base_timeseries = np.zeros(base_nt)\n", "\n", - "avg_smb_obs_timeseries[:] = np.round(utils.net_avrg(smb_obs_climo) * mm_to_Gt, 2)\n", - "avg_smb_case_timeseries[:] = np.round(utils.net_avrg(smb_case_climo) * mm_to_Gt, 2)\n", + "avg_smb_obs_timeseries[:] = np.round(smb_obs_climo.sum() * mm_to_Gt, 2)\n", + "avg_smb_case_timeseries[:] = np.round(smb_case_climo.sum() * mm_to_Gt, 2)\n", "if base_case_name:\n", - " avg_smb_base_timeseries[:] = np.round(utils.net_avrg(smb_base_climo) * mm_to_Gt, 2)\n", + " avg_smb_base_timeseries[:] = np.round(smb_base_climo.sum() * mm_to_Gt, 2)\n", "\n", "\n", "x_ticks = np.arange(first_year, last_year + 2, 5)\n", @@ -402,7 +403,7 @@ "# Plotting annual / spatial means\n", "plt.subplot(111)\n", "utils.plot_line(\n", - " avg_smb_case_climo[first_year - 1 : :],\n", + " avg_smb_case_climo,\n", " time,\n", " line=\"-\",\n", " color=\"blue\",\n", @@ -419,7 +420,7 @@ ")\n", "if base_case_name:\n", " utils.plot_line(\n", - " avg_smb_base_case_climo[base_first_year - 1 : :],\n", + " avg_smb_base_case_climo,\n", " base_time,\n", " line=\"-\",\n", " color=\"red\",\n", diff --git a/examples/nblibrary/glc/utils.py b/examples/nblibrary/glc/utils.py index 391d643..4bc7cbf 100644 --- a/examples/nblibrary/glc/utils.py +++ b/examples/nblibrary/glc/utils.py @@ -5,59 +5,13 @@ import numpy as np import xarray as xr from matplotlib import pyplot as plt -from netCDF4 import Dataset -def set_plot_prop_clean(ax): - """ - This function cleans up the figures from unnecessary default figure properties. - - """ - ax.invert_yaxis() - ax.set_xlabel("") - ax.set_ylabel("") - ax.set_xticklabels("") - ax.set_yticklabels("") - ax.set_xticks([]) - ax.set_yticks([]) - - -def rmse(prediction, target): +def read_cesm_smb(path, case_name, last_year, params): """ - This function returns the root mean square error for the SMB. - Input: - prediction = field to predict - target = field to compare with the prediction + This function reads CESM coupler history files and returns + an xarray DataArray containing surface mass balance in units mm/y """ - return np.sqrt(((prediction - target) ** 2).mean()) - - -def net_avrg(data): - """ - This function returns the net average of a data field - """ - return np.sum(np.sum(data, axis=0), axis=0) - - -def read_smb(file): - """ - This function reads the CISM SMB dataset from a CESM simulation output - in the cpl directory. The output is adjusted to be converted to mm/yr w.e unit. - - Input: - file: name of the file to extract the SMB - """ - rhoi = 917 # ice density kg/m3 - sec_in_yr = 60 * 60 * 24 * 365 # seconds in a year - smb_convert = sec_in_yr / rhoi * 1000 # converting kg m-2 s-1 ice to mm y-1 w.e. - - nid = Dataset(file, "r") - smb_cism = np.squeeze(nid.variables["glc1Exp_Flgl_qice"][0, :, :]) * smb_convert - nid.close() - return smb_cism - - -def _get_cesm_output(path, case_name, last_year, params): # Set parameters rhoi = 917 # ice density kg/m3 sec_in_yr = 60 * 60 * 24 * 365 # seconds in a year @@ -94,33 +48,28 @@ def _get_cesm_output(path, case_name, last_year, params): return climo_out -def create_climo(path, case_name, last_year, params): - - climo_out = _get_cesm_output(path, case_name, last_year, params) - - # Averaging the climo data - return climo_out.mean("time").data +# -------------------- # +# PLOTTING FUNCTIONS # +# -------------------- # -def compute_annual_climo(path, case_name, last_year, params): - # Initializing a field for the climatology - avg_smb_timeseries = np.zeros(last_year) - climo_out = _get_cesm_output(path, case_name, last_year, params) - for k in range(len(climo_out["time"])): - # index into avg_smb_timeseries; want largest k to index (last_year-1) - kk = last_year - (len(climo_out["time"]) - k) - # note that mm_to_Gt has 1 / res**2 factor, so we want a sum rather than mean - avg_smb_timeseries[kk] = np.round( - climo_out.isel(time=k).sum() * params["mm_to_Gt"], - 2, - ).data +def set_plot_prop_clean(ax): + """ + This function cleans up the figures from unnecessary default figure properties. - return last_year - len(climo_out["time"]) + 1, avg_smb_timeseries + """ + ax.invert_yaxis() + ax.set_xlabel("") + ax.set_ylabel("") + ax.set_xticklabels("") + ax.set_yticklabels("") + ax.set_xticks([]) + ax.set_yticks([]) -def plot_contour(data, fig, ax, title, vmin, vmax, cmap, mm_to_Gt): - avg_data = np.round(net_avrg(data) * mm_to_Gt, 2) - last_panel0 = ax.imshow(data[:, :], vmin=vmin, vmax=vmax, cmap=cmap) +def plot_contour(da, fig, ax, title, vmin, vmax, cmap, mm_to_Gt): + avg_data = np.round(da.sum().data * mm_to_Gt, 2) + last_panel0 = ax.imshow(da.data[:, :], vmin=vmin, vmax=vmax, cmap=cmap) ax.set_title(title, fontsize=16) set_plot_prop_clean(ax) ax.annotate("net avg =" + str(avg_data) + " Gt/yr", xy=(5, 5), fontsize=16) @@ -132,22 +81,6 @@ def plot_contour(data, fig, ax, title, vmin, vmax, cmap, mm_to_Gt): cbar.ax.tick_params(labelsize=16) -def plot_contour_diff(data_new, data_old, fig, ax, title, vmin, vmax, cmap, mm_to_Gt): - avg_data = np.round(net_avrg(data_new - data_old) * mm_to_Gt, 2) - last_panel2 = ax.imshow(data_new - data_old, vmin=vmin, vmax=vmax, cmap=cmap) - - ax.set_title(title, fontsize=16) - set_plot_prop_clean(ax) - - ax.annotate("net avg =" + str(avg_data) + " Gt/yr", xy=(5, 5), fontsize=16) - - pos = ax.get_position() - cax = fig.add_axes([0.89, pos.y0, 0.02, pos.y1 - pos.y0]) - - cbar = fig.colorbar(last_panel2, cax=cax) - cbar.ax.tick_params(labelsize=16) - - def plot_line(data, time, line, color, label, linewidth): plt.plot( time, From f714646f21d4ec697957959bd1f9894c533fd6b7 Mon Sep 17 00:00:00 2001 From: Michael Levy Date: Tue, 30 Jul 2024 16:36:56 -0600 Subject: [PATCH 33/94] Add docstrings in utils.py Also renamed data -> da in plot_line() to be consistent with plot_contour() --- examples/nblibrary/glc/utils.py | 29 ++++++++++++++++++++++++++--- 1 file changed, 26 insertions(+), 3 deletions(-) diff --git a/examples/nblibrary/glc/utils.py b/examples/nblibrary/glc/utils.py index 4bc7cbf..b93300d 100644 --- a/examples/nblibrary/glc/utils.py +++ b/examples/nblibrary/glc/utils.py @@ -56,7 +56,6 @@ def read_cesm_smb(path, case_name, last_year, params): def set_plot_prop_clean(ax): """ This function cleans up the figures from unnecessary default figure properties. - """ ax.invert_yaxis() ax.set_xlabel("") @@ -68,6 +67,19 @@ def set_plot_prop_clean(ax): def plot_contour(da, fig, ax, title, vmin, vmax, cmap, mm_to_Gt): + """ + Plot a contour map of surface mass balance (assumed to be in da.data). + Also computes global mean, in Gt, and prints average in lower left corner. + Arguments: + da - xr.DataArray containing SMB in units of mm/yr + fig - matplotlib.figure.Figure + ax - matplotlib.axes.Axes + title - string containing title of plot + vmin - minimum value for contours + vmax - maximum value for contours + cmap - matplotlib.colors.Colormap + mm_to_Gt - conversion factor for mm/yr -> Gt/yr + """ avg_data = np.round(da.sum().data * mm_to_Gt, 2) last_panel0 = ax.imshow(da.data[:, :], vmin=vmin, vmax=vmax, cmap=cmap) ax.set_title(title, fontsize=16) @@ -81,10 +93,21 @@ def plot_contour(da, fig, ax, title, vmin, vmax, cmap, mm_to_Gt): cbar.ax.tick_params(labelsize=16) -def plot_line(data, time, line, color, label, linewidth): +def plot_line(da, time, line, color, label, linewidth): + """ + Plot a time series of spatially averaged surface mass balance (assumed to + be in da.data). + Arguments: + da - xr.DataArray containing spatially averaged SMB in units of Gt/yr + time - np.array containing time dimension + line - style of line to use in plot + color - color of line in plot + label - label of line in legend + linewidth - thickness of line in plot + """ plt.plot( time, - data, + da, line, ms=3, mfc=color, From b80a8c5649b94394d257f759cd8fd9af592ed2fc Mon Sep 17 00:00:00 2001 From: Michael Levy Date: Tue, 30 Jul 2024 17:09:24 -0600 Subject: [PATCH 34/94] Fix colorbar in plot_contour() Every panel was overwriting the location of the colorbar, so only the bias contour levels were shown. Now the first two plots (with same vmin and vmax) have a colorbar between them while bias plot colorbar is off to the right --- examples/nblibrary/glc/LIWG_SMB_diagnostic.ipynb | 15 ++++++++++++++- examples/nblibrary/glc/utils.py | 9 +++++---- 2 files changed, 19 insertions(+), 5 deletions(-) diff --git a/examples/nblibrary/glc/LIWG_SMB_diagnostic.ipynb b/examples/nblibrary/glc/LIWG_SMB_diagnostic.ipynb index d661686..bc123c9 100644 --- a/examples/nblibrary/glc/LIWG_SMB_diagnostic.ipynb +++ b/examples/nblibrary/glc/LIWG_SMB_diagnostic.ipynb @@ -274,6 +274,7 @@ " smb_case_climo,\n", " fig,\n", " ax[0],\n", + " 0.35,\n", " f\"{case_name}\\nSMB (mm/y w.e.)\\nMean from {first_year:04d} - {last_year:04d}\",\n", " vmin,\n", " vmax,\n", @@ -283,7 +284,15 @@ "\n", "## Center panel\n", "utils.plot_contour(\n", - " smb_obs_climo, fig, ax[1], \"SMB Obs\\n(mm/y w.e.)\", vmin, vmax, my_cmap, mm_to_Gt\n", + " smb_obs_climo,\n", + " fig,\n", + " ax[1],\n", + " 0.35,\n", + " \"SMB Obs\\n(mm/y w.e.)\",\n", + " vmin,\n", + " vmax,\n", + " my_cmap,\n", + " mm_to_Gt,\n", ")\n", "\n", "## Right panel\n", @@ -291,6 +300,7 @@ " smb_case_climo - smb_obs_climo,\n", " fig,\n", " ax[2],\n", + " 0.89,\n", " \"SMB bias (mm/yr w.e.)\",\n", " vmin,\n", " vmax,\n", @@ -324,6 +334,7 @@ " smb_case_climo,\n", " fig,\n", " ax[0],\n", + " 0.35,\n", " f\"{case_name}\\nSMB (mm/y w.e.)\\nMean from {first_year:04d} - {last_year:04d}\",\n", " vmin,\n", " vmax,\n", @@ -336,6 +347,7 @@ " smb_base_climo,\n", " fig,\n", " ax[1],\n", + " 0.35,\n", " f\"{base_case_name}\\nSMB (mm/y w.e.)\\nMean from {base_first_year:04d} - {base_last_year:04d}\",\n", " vmin,\n", " vmax,\n", @@ -348,6 +360,7 @@ " smb_case_climo - smb_base_climo,\n", " fig,\n", " ax[2],\n", + " 0.89,\n", " \"SMB difference (mm/yr w.e.)\",\n", " vmin,\n", " vmax,\n", diff --git a/examples/nblibrary/glc/utils.py b/examples/nblibrary/glc/utils.py index b93300d..2a11bc3 100644 --- a/examples/nblibrary/glc/utils.py +++ b/examples/nblibrary/glc/utils.py @@ -66,7 +66,7 @@ def set_plot_prop_clean(ax): ax.set_yticks([]) -def plot_contour(da, fig, ax, title, vmin, vmax, cmap, mm_to_Gt): +def plot_contour(da, fig, ax, left, title, vmin, vmax, cmap, mm_to_Gt): """ Plot a contour map of surface mass balance (assumed to be in da.data). Also computes global mean, in Gt, and prints average in lower left corner. @@ -74,6 +74,7 @@ def plot_contour(da, fig, ax, title, vmin, vmax, cmap, mm_to_Gt): da - xr.DataArray containing SMB in units of mm/yr fig - matplotlib.figure.Figure ax - matplotlib.axes.Axes + left - left dimension of rect (dimensions for colorbar) title - string containing title of plot vmin - minimum value for contours vmax - maximum value for contours @@ -81,15 +82,15 @@ def plot_contour(da, fig, ax, title, vmin, vmax, cmap, mm_to_Gt): mm_to_Gt - conversion factor for mm/yr -> Gt/yr """ avg_data = np.round(da.sum().data * mm_to_Gt, 2) - last_panel0 = ax.imshow(da.data[:, :], vmin=vmin, vmax=vmax, cmap=cmap) + last_panel = ax.imshow(da.data[:, :], vmin=vmin, vmax=vmax, cmap=cmap) ax.set_title(title, fontsize=16) set_plot_prop_clean(ax) ax.annotate("net avg =" + str(avg_data) + " Gt/yr", xy=(5, 5), fontsize=16) pos = ax.get_position() - cax = fig.add_axes([0.35, pos.y0, 0.02, pos.y1 - pos.y0]) + cax = fig.add_axes([left, pos.y0, 0.02, pos.y1 - pos.y0]) - cbar = fig.colorbar(last_panel0, cax=cax) + cbar = fig.colorbar(last_panel, cax=cax) cbar.ax.tick_params(labelsize=16) From e6246e4d8171cd158e8d265496b0e572d0684738 Mon Sep 17 00:00:00 2001 From: Michael Levy Date: Tue, 30 Jul 2024 19:49:11 -0600 Subject: [PATCH 35/94] Fix misleading comment --- examples/nblibrary/glc/LIWG_SMB_diagnostic.ipynb | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/examples/nblibrary/glc/LIWG_SMB_diagnostic.ipynb b/examples/nblibrary/glc/LIWG_SMB_diagnostic.ipynb index bc123c9..64a356c 100644 --- a/examples/nblibrary/glc/LIWG_SMB_diagnostic.ipynb +++ b/examples/nblibrary/glc/LIWG_SMB_diagnostic.ipynb @@ -316,7 +316,7 @@ "metadata": {}, "outputs": [], "source": [ - "# Comparing SMB new run vs obs\n", + "# Comparing SMB new run vs base case\n", "if base_case_name:\n", " # Colormap choice\n", " my_cmap = mcm.get_cmap(\"Spectral\")\n", From a76eba7b36755f217e928924ec3c07edfecfcf97 Mon Sep 17 00:00:00 2001 From: Teagan King Date: Mon, 5 Aug 2024 09:48:22 -0600 Subject: [PATCH 36/94] adding key metrics: Isla's NMSE metric --- examples/key_metrics/config.yml | 32 +- examples/nblibrary/atm/averaging_utils.py | 55 ++ examples/nblibrary/atm/nmse_PSL.ipynb | 962 ++++++++++++++++++++++ examples/nblibrary/atm/nmse_utils.py | 40 + 4 files changed, 1073 insertions(+), 16 deletions(-) create mode 100644 examples/nblibrary/atm/averaging_utils.py create mode 100644 examples/nblibrary/atm/nmse_PSL.ipynb create mode 100644 examples/nblibrary/atm/nmse_utils.py diff --git a/examples/key_metrics/config.yml b/examples/key_metrics/config.yml index ceed3e6..ea794a7 100644 --- a/examples/key_metrics/config.yml +++ b/examples/key_metrics/config.yml @@ -54,9 +54,9 @@ timeseries: case_name: 'b.e23_alpha17f.BLT1850.ne30_t232.092' atm: - vars: ['ACTNI', 'ACTNL', 'ACTREI', 'ACTREL', 'AODDUST'] - derive_vars: [] # {'PRECT':['PRECL', 'PRECC'], 'RESTOM':['FLNT', 'FSNT']} - hist_str: 'h0' + vars: ['PSL'] + derive_vars: [] + hist_str: 'h0a' start_years: [1] end_years: [100] level: 'lev' @@ -107,13 +107,14 @@ compute_notebooks: parameter_groups: none: {} -# atm: -# adf_quick_run: -# parameter_groups: -# none: -# adf_path: ../../../externals/ADF -# config_path: . -# config_fil_str: "config_f.cam6_3_119.FLTHIST_ne30.r328_gamma0.33_soae.001.yaml" + atm: + nmse_PSL: + parameter_groups: + none: + case: b.e23_alpha17f.BLT1850.ne30_t232.092 + component: atm + start_date: '0001-01-01' + end_date: '0101-01-01' glc: LIWG_SMB_diagnostic: @@ -181,13 +182,12 @@ book_toc: # Parts group notebooks into different sections in the Jupyter book # table of contents, so you can organize different parts of your project. + # Each chapter is the name of one of the notebooks that you executed + # in compute_notebooks above, also without .ipynb - # - caption: Atmosphere - - # # Each chapter is the name of one of the notebooks that you executed - # # in compute_notebooks above, also without .ipynb - # chapters: - # - file: atm/adf_quick_run + - caption: Atmosphere + chapters: + - file: atm/nmse_PSL # - caption: Ocean # chapters: diff --git a/examples/nblibrary/atm/averaging_utils.py b/examples/nblibrary/atm/averaging_utils.py new file mode 100644 index 0000000..ec7dd35 --- /dev/null +++ b/examples/nblibrary/atm/averaging_utils.py @@ -0,0 +1,55 @@ +from __future__ import annotations + +import xarray as xr + +dpseas = {"DJF": 90, "MAM": 92, "JJA": 92, "SON": 91} + + +def seasonal_climatology_weighted(dat): + """Calculate seasonal and annual average climatologies""" + days_in_month = dat.time.dt.days_in_month + mons = dat.time.dt.month + wgts = mons.copy(deep=True) + wgts = xr.where( + (mons == 1) | (mons == 2) | (mons == 12), + days_in_month / dpseas["DJF"], + wgts, + ) + wgts = xr.where( + (mons == 3) | (mons == 4) | (mons == 5), + days_in_month / dpseas["MAM"], + wgts, + ) + wgts = xr.where( + (mons == 6) | (mons == 7) | (mons == 8), + days_in_month / dpseas["JJA"], + wgts, + ) + wgts = xr.where( + (mons == 9) | (mons == 10) | (mons == 11), + days_in_month / dpseas["SON"], + wgts, + ) + datw = dat * wgts + + wgts_am = days_in_month / 365.0 + datw_am = dat * wgts_am + + ds_season = ( + datw.rolling(min_periods=3, center=True, time=3).sum().dropna("time", how="all") + ) + dat_djf = ds_season.where(ds_season.time.dt.month == 1, drop=True).mean("time") + dat_mam = ds_season.where(ds_season.time.dt.month == 4, drop=True).mean("time") + dat_jja = ds_season.where(ds_season.time.dt.month == 7, drop=True).mean("time") + dat_son = ds_season.where(ds_season.time.dt.month == 10, drop=True).mean("time") + dat_am = datw_am.groupby("time.year").sum("time") + dat_am = dat_am.mean("year") + + dat_djf = dat_djf.rename("DJF") + dat_mam = dat_mam.rename("MAM") + dat_jja = dat_jja.rename("JJA") + dat_son = dat_son.rename("SON") + dat_am = dat_am.rename("AM") + + alldat = xr.merge([dat_djf, dat_mam, dat_jja, dat_son, dat_am]) + return alldat diff --git a/examples/nblibrary/atm/nmse_PSL.ipynb b/examples/nblibrary/atm/nmse_PSL.ipynb new file mode 100644 index 0000000..c85cb09 --- /dev/null +++ b/examples/nblibrary/atm/nmse_PSL.ipynb @@ -0,0 +1,962 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 19, + "id": "2292c691-9bd9-44d2-8a3f-cb90dbe2e383", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "import xarray as xr\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "from nmse_utils import *\n", + "from averaging_utils import *\n", + "import glob\n", + "\n", + "import warnings\n", + "\n", + "warnings.filterwarnings(\"ignore\")" + ] + }, + { + "cell_type": "markdown", + "id": "9d67416c-a2d4-403b-85f4-647aa0a816eb", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, + "source": [ + "### Parameters" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "b7486e94-e493-4369-9767-90eb15c0ac3a", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [ + "parameters" + ] + }, + "outputs": [], + "source": [ + "sname = \"\"\n", + "CESM_output_dir = \"\"\n", + "case_name = \"\"\n", + "component = \"\"\n", + "start_date = \"\"\n", + "end_date = \"\"" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "14b554f3-40e1-4c12-9f26-c1684ac03fbf", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "\n" + ] + } + ], + "source": [ + "print(start_date)\n", + "print(end_date)\n", + "print(CESM_output_dir)\n", + "print(case_name)\n", + "print(component)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "80edad94-426a-4304-9003-78e12960613a", + "metadata": {}, + "outputs": [], + "source": [ + "dat = xr.open_mfdataset(\n", + " CESM_output_dir + \"/\" + case_name + \"/\" + component + \"/proc/tseries/*.PSL*.nc\"\n", + ")" + ] + }, + { + "cell_type": "markdown", + "id": "e0527e3e-cd26-46b5-8c1e-08882109e12e", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, + "source": [ + "### Read in validation data and other CMIP models for comparison (precomputed)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "126e65b3-2b8c-400c-af02-2ad0b0f82e6e", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "# This will need to be changed if we have a common repo\n", + "validpath = \"/glade/campaign/cgd/cas/islas/python_savs/CUPID/PSL_validation/\"\n", + "validpath_old = (\n", + " \"/glade/campaign/cgd/cas/islas/python_savs/CUPID/NMSE/validation_data_example/\"\n", + ")\n", + "\n", + "# ---ERA5\n", + "era5 = xr.open_dataset(validpath_old + \"PSL_ERA5.nc\")\n", + "# era5 = xr.open_dataset(\"/glade/campaign/cgd/cas/islas/python_savs/CUPID/NMSE/validation_data_example/PSL_ERA5.nc\")\n", + "era5 = era5 / 100.0 # convert to hPa\n", + "\n", + "# ---CESM2\n", + "lens2 = xr.open_dataset(validpath_old + \"PSL_LENS2.nc\")\n", + "lens2 = lens2 / 100.0 # convert to hPa\n", + "lens2[\"lon\"] = era5.lon\n", + "lens2[\"lat\"] = era5.lat\n", + "\n", + "# ---CMIP6\n", + "modelfiles = sorted(glob.glob(validpath_old + \"CMIP6/*.nc\"))\n", + "datcmip6 = [xr.open_dataset(ifile).mean(\"M\") for ifile in modelfiles]\n", + "datcmip6 = xr.concat(datcmip6, dim=\"model\")\n", + "datcmip6 = datcmip6 / 100.0\n", + "datcmip6[\"lon\"] = era5.lon\n", + "datcmip6[\"lat\"] = era5.lat" + ] + }, + { + "cell_type": "markdown", + "id": "ab5f1441-4b6b-4386-b3aa-a0f6fa9109b8", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, + "source": [ + "### Read in the current case" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "id": "5a36af8c-c8c0-42df-b162-07c6c244ab0a", + "metadata": {}, + "outputs": [], + "source": [ + "CESM_output_dir = \"/glade/campaign/cesm/development/cross-wg/diagnostic_framework/CESM_output_for_testing/\"\n", + "case_name = \"b.e23_alpha17f.BLT1850.ne30_t232.092\"\n", + "component = \"atm\"" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "id": "2b4883ef-f3a7-458b-b96e-bdb79d5abdd6", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "

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<xarray.DataArray 'PSL' (time: 1200, ncol: 48600)> Size: 233MB\n",
+       "dask.array<truediv, shape=(1200, 48600), dtype=float32, chunksize=(1, 48600), chunktype=numpy.ndarray>\n",
+       "Coordinates:\n",
+       "  * time     (time) object 10kB 0001-01-16 12:00:00 ... 0100-12-16 12:00:00\n",
+       "Dimensions without coordinates: ncol
" + ], + "text/plain": [ + " Size: 233MB\n", + "dask.array\n", + "Coordinates:\n", + " * time (time) object 10kB 0001-01-16 12:00:00 ... 0100-12-16 12:00:00\n", + "Dimensions without coordinates: ncol" + ] + }, + "execution_count": 22, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dat" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "09397e30-62b9-474b-a47c-4a1174137bce", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, + "outputs": [ + { + "ename": "ValueError", + "evalue": "cannot add coordinates with new dimensions to a DataArray", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mValueError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[21], line 5\u001b[0m\n\u001b[1;32m 2\u001b[0m dat \u001b[38;5;241m=\u001b[39m xr\u001b[38;5;241m.\u001b[39mopen_mfdataset(CESM_output_dir\u001b[38;5;241m+\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m/\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;241m+\u001b[39mcase_name\u001b[38;5;241m+\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m/\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;241m+\u001b[39mcomponent\u001b[38;5;241m+\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m/proc/tseries/*.PSL*.nc\u001b[39m\u001b[38;5;124m'\u001b[39m)\n\u001b[1;32m 4\u001b[0m dat \u001b[38;5;241m=\u001b[39m dat\u001b[38;5;241m.\u001b[39mPSL\u001b[38;5;241m/\u001b[39m\u001b[38;5;241m100.\u001b[39m\n\u001b[0;32m----> 5\u001b[0m dat[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mlon\u001b[39m\u001b[38;5;124m'\u001b[39m] \u001b[38;5;241m=\u001b[39m era5\u001b[38;5;241m.\u001b[39mlon ; dat[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mlat\u001b[39m\u001b[38;5;124m'\u001b[39m] \u001b[38;5;241m=\u001b[39m era5\u001b[38;5;241m.\u001b[39mlat\n\u001b[1;32m 7\u001b[0m \u001b[38;5;66;03m#--Compute seasonal and annual means\u001b[39;00m\n\u001b[1;32m 8\u001b[0m dat \u001b[38;5;241m=\u001b[39m seasonal_climatology_weighted(dat)\u001b[38;5;241m.\u001b[39mload()\n", + "File \u001b[0;32m/glade/work/islas/conda-envs/cupid-analysis/lib/python3.11/site-packages/xarray/core/dataarray.py:879\u001b[0m, in \u001b[0;36mDataArray.__setitem__\u001b[0;34m(self, key, value)\u001b[0m\n\u001b[1;32m 877\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21m__setitem__\u001b[39m(\u001b[38;5;28mself\u001b[39m, key: Any, value: Any) \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m>\u001b[39m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[1;32m 878\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(key, \u001b[38;5;28mstr\u001b[39m):\n\u001b[0;32m--> 879\u001b[0m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mcoords\u001b[49m\u001b[43m[\u001b[49m\u001b[43mkey\u001b[49m\u001b[43m]\u001b[49m \u001b[38;5;241m=\u001b[39m value\n\u001b[1;32m 880\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m 881\u001b[0m \u001b[38;5;66;03m# Coordinates in key, value and self[key] should be consistent.\u001b[39;00m\n\u001b[1;32m 882\u001b[0m \u001b[38;5;66;03m# TODO Coordinate consistency in key is checked here, but it\u001b[39;00m\n\u001b[1;32m 883\u001b[0m \u001b[38;5;66;03m# causes unnecessary indexing. It should be optimized.\u001b[39;00m\n\u001b[1;32m 884\u001b[0m obj \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m[key]\n", + "File \u001b[0;32m/glade/work/islas/conda-envs/cupid-analysis/lib/python3.11/site-packages/xarray/core/coordinates.py:528\u001b[0m, in \u001b[0;36mCoordinates.__setitem__\u001b[0;34m(self, key, value)\u001b[0m\n\u001b[1;32m 527\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21m__setitem__\u001b[39m(\u001b[38;5;28mself\u001b[39m, key: Hashable, value: Any) \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m>\u001b[39m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[0;32m--> 528\u001b[0m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mupdate\u001b[49m\u001b[43m(\u001b[49m\u001b[43m{\u001b[49m\u001b[43mkey\u001b[49m\u001b[43m:\u001b[49m\u001b[43m \u001b[49m\u001b[43mvalue\u001b[49m\u001b[43m}\u001b[49m\u001b[43m)\u001b[49m\n", + "File \u001b[0;32m/glade/work/islas/conda-envs/cupid-analysis/lib/python3.11/site-packages/xarray/core/coordinates.py:566\u001b[0m, in \u001b[0;36mCoordinates.update\u001b[0;34m(self, other)\u001b[0m\n\u001b[1;32m 560\u001b[0m \u001b[38;5;66;03m# special case for PandasMultiIndex: updating only its dimension coordinate\u001b[39;00m\n\u001b[1;32m 561\u001b[0m \u001b[38;5;66;03m# is still allowed but depreciated.\u001b[39;00m\n\u001b[1;32m 562\u001b[0m \u001b[38;5;66;03m# It is the only case where we need to actually drop coordinates here (multi-index levels)\u001b[39;00m\n\u001b[1;32m 563\u001b[0m \u001b[38;5;66;03m# TODO: remove when removing PandasMultiIndex's dimension coordinate.\u001b[39;00m\n\u001b[1;32m 564\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_drop_coords(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_names \u001b[38;5;241m-\u001b[39m coords_to_align\u001b[38;5;241m.\u001b[39m_names)\n\u001b[0;32m--> 566\u001b[0m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_update_coords\u001b[49m\u001b[43m(\u001b[49m\u001b[43mcoords\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mindexes\u001b[49m\u001b[43m)\u001b[49m\n", + "File \u001b[0;32m/glade/work/islas/conda-envs/cupid-analysis/lib/python3.11/site-packages/xarray/core/coordinates.py:844\u001b[0m, in \u001b[0;36mDataArrayCoordinates._update_coords\u001b[0;34m(self, coords, indexes)\u001b[0m\n\u001b[1;32m 842\u001b[0m dims \u001b[38;5;241m=\u001b[39m calculate_dimensions(coords_plus_data)\n\u001b[1;32m 843\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28mset\u001b[39m(dims) \u001b[38;5;241m<\u001b[39m\u001b[38;5;241m=\u001b[39m \u001b[38;5;28mset\u001b[39m(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mdims):\n\u001b[0;32m--> 844\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\n\u001b[1;32m 845\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mcannot add coordinates with new dimensions to a DataArray\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m 846\u001b[0m )\n\u001b[1;32m 847\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_data\u001b[38;5;241m.\u001b[39m_coords \u001b[38;5;241m=\u001b[39m coords\n\u001b[1;32m 849\u001b[0m \u001b[38;5;66;03m# TODO(shoyer): once ._indexes is always populated by a dict, modify\u001b[39;00m\n\u001b[1;32m 850\u001b[0m \u001b[38;5;66;03m# it to update inplace instead.\u001b[39;00m\n", + "\u001b[0;31mValueError\u001b[0m: cannot add coordinates with new dimensions to a DataArray" + ] + } + ], + "source": [ + "# Need to change file paths here to be read in using the parameters thing\n", + "dat = xr.open_mfdataset(\n", + " CESM_output_dir + \"/\" + case_name + \"/\" + component + \"/proc/tseries/*.PSL*.nc\"\n", + ")\n", + "dat = dat.sel(time=slice(start_date, end_date))\n", + "\n", + "dat = dat.PSL / 100.0\n", + "dat[\"lon\"] = era5.lon\n", + "dat[\"lat\"] = era5.lat\n", + "\n", + "# --Compute seasonal and annual means\n", + "dat = seasonal_climatology_weighted(dat).load()" + ] + }, + { + "cell_type": "markdown", + "id": "22cc331d-413c-4a87-bd89-812ad118cf8c", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, + "source": [ + "### Compute the NMSE" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "6857717d-7514-45b5-ba33-a774f38b7c3e", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "nmse_dat = []\n", + "nmse_cesm2 = []\n", + "nmse_cmip6 = []\n", + "for ivar in era5.data_vars:\n", + " nmse_dat.append(nmse(era5[ivar], dat[ivar]))\n", + " nmse_cesm2.append(nmse(era5[ivar], lens2[ivar]))\n", + " nmse_cmip6.append(nmse(era5[ivar], datcmip6[ivar]))\n", + "nmse_dat = xr.merge(nmse_dat)\n", + "nmse_cesm2 = xr.merge(nmse_cesm2)\n", + "nmse_cmip6 = xr.merge(nmse_cmip6)" + ] + }, + { + "cell_type": "markdown", + "id": "1014f119-fc3f-428b-99ca-ab9de700148d", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, + "source": [ + "### Set up the plot panel" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "53494900-0145-4ab2-85b8-5ed6ae347892", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "def plotnmse(fig, cmip6, cesm2, cesm3, x1, x2, y1, y2, titlestr):\n", + " ax = fig.add_axes([x1, y1, x2 - x1, y2 - y1])\n", + "\n", + " cmip6 = cmip6.sortby(cmip6, ascending=False)\n", + " binedges = np.arange(0, cmip6.size, 1)\n", + " ax.bar(\n", + " binedges,\n", + " cmip6,\n", + " width=1,\n", + " bottom=0,\n", + " edgecolor=\"black\",\n", + " color=\"gray\",\n", + " label=\"CMIP6\",\n", + " )\n", + "\n", + " ax.plot(cmip6.size + 1, cesm3, \"o\", color=\"blue\", label=\"THIS RUN\")\n", + "\n", + " ax.fill_between(\n", + " np.arange(0, cmip6.size + 3, 1) - 0.5,\n", + " np.arange(0, cmip6.size + 3, 1) * 0 + np.array(cesm2.min()),\n", + " np.arange(0, cmip6.size + 3, 1) * 0 + np.array(cesm2.max()),\n", + " color=\"salmon\",\n", + " alpha=0.5,\n", + " label=\"LENS2\",\n", + " )\n", + "\n", + " ax.set_xlim(-0.5, cmip6.size + 2 - 0.5)\n", + " ax.set_xticks([])\n", + " ax.set_ylabel(\"NMSE\", fontsize=14)\n", + " ax.set_title(titlestr, fontsize=16)\n", + "\n", + " ax.legend()\n", + "\n", + " return ax" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "56b4cd99-a27e-4f28-86c2-8013e7c7bc78", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 0.96, 'Validation data = ERA5 1979-01-01 to 2023-12-31')" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig = plt.figure(figsize=(16, 16))\n", + "\n", + "ax = plotnmse(\n", + " fig,\n", + " nmse_cmip6.AM,\n", + " nmse_cesm2.AM,\n", + " nmse_dat.AM,\n", + " 0.3,\n", + " 0.7,\n", + " 0.77,\n", + " 0.93,\n", + " \"NMSE, SLP, AM\",\n", + ")\n", + "ax = plotnmse(\n", + " fig,\n", + " nmse_cmip6.DJF,\n", + " nmse_cesm2.DJF,\n", + " nmse_dat.DJF,\n", + " 0.05,\n", + " 0.45,\n", + " 0.57,\n", + " 0.72,\n", + " \"NMSE, SLP, DJF\",\n", + ")\n", + "ax = plotnmse(\n", + " fig,\n", + " nmse_cmip6.MAM,\n", + " nmse_cesm2.MAM,\n", + " nmse_dat.MAM,\n", + " 0.55,\n", + " 0.95,\n", + " 0.57,\n", + " 0.72,\n", + " \"NMSE, SLP, MAM\",\n", + ")\n", + "ax = plotnmse(\n", + " fig,\n", + " nmse_cmip6.JJA,\n", + " nmse_cesm2.JJA,\n", + " nmse_dat.JJA,\n", + " 0.05,\n", + " 0.45,\n", + " 0.37,\n", + " 0.52,\n", + " \"NMSE, SLP, JJA\",\n", + ")\n", + "ax = plotnmse(\n", + " fig,\n", + " nmse_cmip6.SON,\n", + " nmse_cesm2.SON,\n", + " nmse_dat.SON,\n", + " 0.55,\n", + " 0.95,\n", + " 0.37,\n", + " 0.52,\n", + " \"NMSE, SLP, SON\",\n", + ")\n", + "\n", + "fig.text(\n", + " 0.5,\n", + " 0.99,\n", + " \"THIS RUN = \" + case_name + \" \" + start_date + \" to \" + end_date,\n", + " ha=\"center\",\n", + " va=\"center\",\n", + " fontsize=14,\n", + " color=\"royalblue\",\n", + ")\n", + "fig.text(\n", + " 0.5,\n", + " 0.975,\n", + " \"Other runs = 1979-01-01 to 2023-12-31\",\n", + " ha=\"center\",\n", + " va=\"center\",\n", + " fontsize=14,\n", + ")\n", + "fig.text(\n", + " 0.5,\n", + " 0.96,\n", + " \"Validation data = ERA5 1979-01-01 to 2023-12-31\",\n", + " ha=\"center\",\n", + " va=\"center\",\n", + " fontsize=14,\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "d01c7860-b4ca-4ab4-a05f-3d0f248a56c2", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python [conda env:cupid-analysis]", + "language": "python", + "name": "conda-env-cupid-analysis-py" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.4" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/examples/nblibrary/atm/nmse_utils.py b/examples/nblibrary/atm/nmse_utils.py new file mode 100644 index 0000000..46f9da1 --- /dev/null +++ b/examples/nblibrary/atm/nmse_utils.py @@ -0,0 +1,40 @@ +from __future__ import annotations + +import numpy as np + + +def nmse(obs, mod): + """Calculate the normalized mean squared error metric of Williamson (1995) + "Skill Scores from the AMIP Simulations". + nmse = overbar( (z_m - z_a)**2 ) / overbar( (z_a')**2 ) + where overbar is the weighted spatial average and prime is the deviation + from that + """ + + # make sure the model and obs have the same lons and lats + mod["lon"] = obs.lon + mod["lat"] = obs.lat + + # get the weights and weight by zero if the model or obs is nan + w = np.cos(np.deg2rad(obs.lat)) + w = w.expand_dims({"lon": obs.lon}, axis=1) + w = w.where(~(np.isnan(obs) | np.isnan(mod)), 0) + obs = obs.where(w != 0, 0) + mod = mod.where(w != 0, 0) + + # numerator + num = (mod - obs) ** 2.0 + numw = num.weighted(w) + numwm = numw.mean(["lon", "lat"]) + + # denomenator + obsw = obs.weighted(w) + obswm = obsw.mean(["lon", "lat"]) + obsprime = obs - obswm + obsprime2 = obsprime**2.0 + obsprime2w = obsprime2.weighted(w) + obsprime2wm = obsprime2w.mean(["lon", "lat"]) + + nmse = numwm / obsprime2wm + + return nmse From 8d84d3fa1be46c023c3577a3840f5ad12ff91d2b Mon Sep 17 00:00:00 2001 From: Teagan King Date: Mon, 5 Aug 2024 13:01:25 -0600 Subject: [PATCH 37/94] remove unnecessary saving of local copy --- examples/nblibrary/atm/averaging_utils.py | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/examples/nblibrary/atm/averaging_utils.py b/examples/nblibrary/atm/averaging_utils.py index ec7dd35..b98625b 100644 --- a/examples/nblibrary/atm/averaging_utils.py +++ b/examples/nblibrary/atm/averaging_utils.py @@ -51,5 +51,4 @@ def seasonal_climatology_weighted(dat): dat_son = dat_son.rename("SON") dat_am = dat_am.rename("AM") - alldat = xr.merge([dat_djf, dat_mam, dat_jja, dat_son, dat_am]) - return alldat + return xr.merge([dat_djf, dat_mam, dat_jja, dat_son, dat_am]) From 9620a5906a4223f42da30d360a12c4ac0e1dfaa0 Mon Sep 17 00:00:00 2001 From: Teagan King Date: Mon, 5 Aug 2024 13:07:54 -0600 Subject: [PATCH 38/94] updates from Mike's suggestions --- examples/key_metrics/config.yml | 2 - examples/nblibrary/atm/nmse_PSL.ipynb | 572 ++------------------------ 2 files changed, 29 insertions(+), 545 deletions(-) diff --git a/examples/key_metrics/config.yml b/examples/key_metrics/config.yml index ea794a7..e350c53 100644 --- a/examples/key_metrics/config.yml +++ b/examples/key_metrics/config.yml @@ -111,8 +111,6 @@ compute_notebooks: nmse_PSL: parameter_groups: none: - case: b.e23_alpha17f.BLT1850.ne30_t232.092 - component: atm start_date: '0001-01-01' end_date: '0101-01-01' diff --git a/examples/nblibrary/atm/nmse_PSL.ipynb b/examples/nblibrary/atm/nmse_PSL.ipynb index c85cb09..2c4ac16 100644 --- a/examples/nblibrary/atm/nmse_PSL.ipynb +++ b/examples/nblibrary/atm/nmse_PSL.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 19, + "execution_count": null, "id": "2292c691-9bd9-44d2-8a3f-cb90dbe2e383", "metadata": { "editable": true, @@ -41,7 +41,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": null, "id": "b7486e94-e493-4369-9767-90eb15c0ac3a", "metadata": { "editable": true, @@ -57,32 +57,21 @@ "sname = \"\"\n", "CESM_output_dir = \"\"\n", "case_name = \"\"\n", - "component = \"\"\n", "start_date = \"\"\n", "end_date = \"\"" ] }, { "cell_type": "code", - "execution_count": 3, + "execution_count": null, "id": "14b554f3-40e1-4c12-9f26-c1684ac03fbf", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "\n" - ] - } - ], + "outputs": [], "source": [ "print(start_date)\n", "print(end_date)\n", "print(CESM_output_dir)\n", - "print(case_name)\n", - "print(component)" + "print(case_name)" ] }, { @@ -93,7 +82,7 @@ "outputs": [], "source": [ "dat = xr.open_mfdataset(\n", - " CESM_output_dir + \"/\" + case_name + \"/\" + component + \"/proc/tseries/*.PSL*.nc\"\n", + " CESM_output_dir + \"/\" + case_name + \"/atm/proc/tseries/*.PSL*.nc\"\n", ")" ] }, @@ -113,7 +102,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": null, "id": "126e65b3-2b8c-400c-af02-2ad0b0f82e6e", "metadata": { "editable": true, @@ -166,502 +155,28 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": null, "id": "5a36af8c-c8c0-42df-b162-07c6c244ab0a", "metadata": {}, "outputs": [], "source": [ "CESM_output_dir = \"/glade/campaign/cesm/development/cross-wg/diagnostic_framework/CESM_output_for_testing/\"\n", - "case_name = \"b.e23_alpha17f.BLT1850.ne30_t232.092\"\n", - "component = \"atm\"" + "case_name = \"b.e23_alpha17f.BLT1850.ne30_t232.092\"" ] }, { "cell_type": "code", - "execution_count": 22, + "execution_count": null, "id": "2b4883ef-f3a7-458b-b96e-bdb79d5abdd6", "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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<xarray.DataArray 'PSL' (time: 1200, ncol: 48600)> Size: 233MB\n",
-       "dask.array<truediv, shape=(1200, 48600), dtype=float32, chunksize=(1, 48600), chunktype=numpy.ndarray>\n",
-       "Coordinates:\n",
-       "  * time     (time) object 10kB 0001-01-16 12:00:00 ... 0100-12-16 12:00:00\n",
-       "Dimensions without coordinates: ncol
" - ], - "text/plain": [ - " Size: 233MB\n", - "dask.array\n", - "Coordinates:\n", - " * time (time) object 10kB 0001-01-16 12:00:00 ... 0100-12-16 12:00:00\n", - "Dimensions without coordinates: ncol" - ] - }, - "execution_count": 22, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "dat" ] }, { "cell_type": "code", - "execution_count": 21, + "execution_count": null, "id": "09397e30-62b9-474b-a47c-4a1174137bce", "metadata": { "editable": true, @@ -670,34 +185,25 @@ }, "tags": [] }, - "outputs": [ - { - "ename": "ValueError", - "evalue": "cannot add coordinates with new dimensions to a DataArray", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mValueError\u001b[0m Traceback (most recent call last)", - "Cell \u001b[0;32mIn[21], line 5\u001b[0m\n\u001b[1;32m 2\u001b[0m dat \u001b[38;5;241m=\u001b[39m xr\u001b[38;5;241m.\u001b[39mopen_mfdataset(CESM_output_dir\u001b[38;5;241m+\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m/\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;241m+\u001b[39mcase_name\u001b[38;5;241m+\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m/\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;241m+\u001b[39mcomponent\u001b[38;5;241m+\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m/proc/tseries/*.PSL*.nc\u001b[39m\u001b[38;5;124m'\u001b[39m)\n\u001b[1;32m 4\u001b[0m dat \u001b[38;5;241m=\u001b[39m dat\u001b[38;5;241m.\u001b[39mPSL\u001b[38;5;241m/\u001b[39m\u001b[38;5;241m100.\u001b[39m\n\u001b[0;32m----> 5\u001b[0m dat[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mlon\u001b[39m\u001b[38;5;124m'\u001b[39m] \u001b[38;5;241m=\u001b[39m era5\u001b[38;5;241m.\u001b[39mlon ; dat[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mlat\u001b[39m\u001b[38;5;124m'\u001b[39m] \u001b[38;5;241m=\u001b[39m era5\u001b[38;5;241m.\u001b[39mlat\n\u001b[1;32m 7\u001b[0m \u001b[38;5;66;03m#--Compute seasonal and annual means\u001b[39;00m\n\u001b[1;32m 8\u001b[0m dat \u001b[38;5;241m=\u001b[39m seasonal_climatology_weighted(dat)\u001b[38;5;241m.\u001b[39mload()\n", - "File \u001b[0;32m/glade/work/islas/conda-envs/cupid-analysis/lib/python3.11/site-packages/xarray/core/dataarray.py:879\u001b[0m, in \u001b[0;36mDataArray.__setitem__\u001b[0;34m(self, key, value)\u001b[0m\n\u001b[1;32m 877\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21m__setitem__\u001b[39m(\u001b[38;5;28mself\u001b[39m, key: Any, value: Any) \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m>\u001b[39m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[1;32m 878\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(key, \u001b[38;5;28mstr\u001b[39m):\n\u001b[0;32m--> 879\u001b[0m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mcoords\u001b[49m\u001b[43m[\u001b[49m\u001b[43mkey\u001b[49m\u001b[43m]\u001b[49m \u001b[38;5;241m=\u001b[39m value\n\u001b[1;32m 880\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m 881\u001b[0m \u001b[38;5;66;03m# Coordinates in key, value and self[key] should be consistent.\u001b[39;00m\n\u001b[1;32m 882\u001b[0m \u001b[38;5;66;03m# TODO Coordinate consistency in key is checked here, but it\u001b[39;00m\n\u001b[1;32m 883\u001b[0m \u001b[38;5;66;03m# causes unnecessary indexing. It should be optimized.\u001b[39;00m\n\u001b[1;32m 884\u001b[0m obj \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m[key]\n", - "File \u001b[0;32m/glade/work/islas/conda-envs/cupid-analysis/lib/python3.11/site-packages/xarray/core/coordinates.py:528\u001b[0m, in \u001b[0;36mCoordinates.__setitem__\u001b[0;34m(self, key, value)\u001b[0m\n\u001b[1;32m 527\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21m__setitem__\u001b[39m(\u001b[38;5;28mself\u001b[39m, key: Hashable, value: Any) \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m>\u001b[39m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[0;32m--> 528\u001b[0m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mupdate\u001b[49m\u001b[43m(\u001b[49m\u001b[43m{\u001b[49m\u001b[43mkey\u001b[49m\u001b[43m:\u001b[49m\u001b[43m \u001b[49m\u001b[43mvalue\u001b[49m\u001b[43m}\u001b[49m\u001b[43m)\u001b[49m\n", - "File \u001b[0;32m/glade/work/islas/conda-envs/cupid-analysis/lib/python3.11/site-packages/xarray/core/coordinates.py:566\u001b[0m, in \u001b[0;36mCoordinates.update\u001b[0;34m(self, other)\u001b[0m\n\u001b[1;32m 560\u001b[0m \u001b[38;5;66;03m# special case for PandasMultiIndex: updating only its dimension coordinate\u001b[39;00m\n\u001b[1;32m 561\u001b[0m \u001b[38;5;66;03m# is still allowed but depreciated.\u001b[39;00m\n\u001b[1;32m 562\u001b[0m \u001b[38;5;66;03m# It is the only case where we need to actually drop coordinates here (multi-index levels)\u001b[39;00m\n\u001b[1;32m 563\u001b[0m \u001b[38;5;66;03m# TODO: remove when removing PandasMultiIndex's dimension coordinate.\u001b[39;00m\n\u001b[1;32m 564\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_drop_coords(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_names \u001b[38;5;241m-\u001b[39m coords_to_align\u001b[38;5;241m.\u001b[39m_names)\n\u001b[0;32m--> 566\u001b[0m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_update_coords\u001b[49m\u001b[43m(\u001b[49m\u001b[43mcoords\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mindexes\u001b[49m\u001b[43m)\u001b[49m\n", - "File \u001b[0;32m/glade/work/islas/conda-envs/cupid-analysis/lib/python3.11/site-packages/xarray/core/coordinates.py:844\u001b[0m, in \u001b[0;36mDataArrayCoordinates._update_coords\u001b[0;34m(self, coords, indexes)\u001b[0m\n\u001b[1;32m 842\u001b[0m dims \u001b[38;5;241m=\u001b[39m calculate_dimensions(coords_plus_data)\n\u001b[1;32m 843\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28mset\u001b[39m(dims) \u001b[38;5;241m<\u001b[39m\u001b[38;5;241m=\u001b[39m \u001b[38;5;28mset\u001b[39m(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mdims):\n\u001b[0;32m--> 844\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\n\u001b[1;32m 845\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mcannot add coordinates with new dimensions to a DataArray\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m 846\u001b[0m )\n\u001b[1;32m 847\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_data\u001b[38;5;241m.\u001b[39m_coords \u001b[38;5;241m=\u001b[39m coords\n\u001b[1;32m 849\u001b[0m \u001b[38;5;66;03m# TODO(shoyer): once ._indexes is always populated by a dict, modify\u001b[39;00m\n\u001b[1;32m 850\u001b[0m \u001b[38;5;66;03m# it to update inplace instead.\u001b[39;00m\n", - "\u001b[0;31mValueError\u001b[0m: cannot add coordinates with new dimensions to a DataArray" - ] - } - ], + "outputs": [], "source": [ "# Need to change file paths here to be read in using the parameters thing\n", "dat = xr.open_mfdataset(\n", - " CESM_output_dir + \"/\" + case_name + \"/\" + component + \"/proc/tseries/*.PSL*.nc\"\n", + " CESM_output_dir + \"/\" + case_name + \"/atm/proc/tseries/*.PSL*.nc\"\n", ")\n", "dat = dat.sel(time=slice(start_date, end_date))\n", "\n", "dat = dat.PSL / 100.0\n", - "dat[\"lon\"] = era5.lon\n", - "dat[\"lat\"] = era5.lat\n", - "\n", + "dat = dat.expand_dims(lon=era5.lon, lat=era5.lat)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "073a2ad0-81e6-4817-9024-4b9b718fabb4", + "metadata": {}, + "outputs": [], + "source": [ "# --Compute seasonal and annual means\n", "dat = seasonal_climatology_weighted(dat).load()" ] @@ -718,7 +224,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": null, "id": "6857717d-7514-45b5-ba33-a774f38b7c3e", "metadata": { "editable": true, @@ -729,6 +235,7 @@ }, "outputs": [], "source": [ + "print('moving on to compute the nmse')\n", "nmse_dat = []\n", "nmse_cesm2 = []\n", "nmse_cmip6 = []\n", @@ -757,7 +264,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": null, "id": "53494900-0145-4ab2-85b8-5ed6ae347892", "metadata": { "editable": true, @@ -806,7 +313,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": null, "id": "56b4cd99-a27e-4f28-86c2-8013e7c7bc78", "metadata": { "editable": true, @@ -815,28 +322,7 @@ }, "tags": [] }, - "outputs": [ - { - "data": { - "text/plain": [ - "Text(0.5, 0.96, 'Validation data = ERA5 1979-01-01 to 2023-12-31')" - ] - }, - "execution_count": 17, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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- "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "fig = plt.figure(figsize=(16, 16))\n", "\n", From 8bc645c4dd22dad5a35e87875ed12a00d2853354 Mon Sep 17 00:00:00 2001 From: Teagan King Date: Mon, 5 Aug 2024 13:12:38 -0600 Subject: [PATCH 39/94] with precommit fixes... --- examples/nblibrary/atm/nmse_PSL.ipynb | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/examples/nblibrary/atm/nmse_PSL.ipynb b/examples/nblibrary/atm/nmse_PSL.ipynb index 2c4ac16..625e0b3 100644 --- a/examples/nblibrary/atm/nmse_PSL.ipynb +++ b/examples/nblibrary/atm/nmse_PSL.ipynb @@ -235,7 +235,7 @@ }, "outputs": [], "source": [ - "print('moving on to compute the nmse')\n", + "print(\"moving on to compute the nmse\")\n", "nmse_dat = []\n", "nmse_cesm2 = []\n", "nmse_cmip6 = []\n", From 2f01853682f7bda934adea233bce636b6d54e7b8 Mon Sep 17 00:00:00 2001 From: Teagan King Date: Mon, 5 Aug 2024 13:20:44 -0600 Subject: [PATCH 40/94] remove lines that overwrite parameters --- examples/nblibrary/atm/nmse_PSL.ipynb | 15 --------------- 1 file changed, 15 deletions(-) diff --git a/examples/nblibrary/atm/nmse_PSL.ipynb b/examples/nblibrary/atm/nmse_PSL.ipynb index 625e0b3..9c4c407 100644 --- a/examples/nblibrary/atm/nmse_PSL.ipynb +++ b/examples/nblibrary/atm/nmse_PSL.ipynb @@ -153,17 +153,6 @@ "### Read in the current case" ] }, - { - "cell_type": "code", - "execution_count": null, - "id": "5a36af8c-c8c0-42df-b162-07c6c244ab0a", - "metadata": {}, - "outputs": [], - "source": [ - "CESM_output_dir = \"/glade/campaign/cesm/development/cross-wg/diagnostic_framework/CESM_output_for_testing/\"\n", - "case_name = \"b.e23_alpha17f.BLT1850.ne30_t232.092\"" - ] - }, { "cell_type": "code", "execution_count": null, @@ -187,10 +176,6 @@ }, "outputs": [], "source": [ - "# Need to change file paths here to be read in using the parameters thing\n", - "dat = xr.open_mfdataset(\n", - " CESM_output_dir + \"/\" + case_name + \"/atm/proc/tseries/*.PSL*.nc\"\n", - ")\n", "dat = dat.sel(time=slice(start_date, end_date))\n", "\n", "dat = dat.PSL / 100.0\n", From 98fd753f53aa162ac5cc94e7dd358b808d39ce1e Mon Sep 17 00:00:00 2001 From: Teagan King Date: Tue, 6 Aug 2024 20:56:53 -0600 Subject: [PATCH 41/94] working version of nmse metric --- examples/nblibrary/atm/nmse_PSL.ipynb | 29 +++++++++++++++++---------- 1 file changed, 18 insertions(+), 11 deletions(-) diff --git a/examples/nblibrary/atm/nmse_PSL.ipynb b/examples/nblibrary/atm/nmse_PSL.ipynb index 9c4c407..294088d 100644 --- a/examples/nblibrary/atm/nmse_PSL.ipynb +++ b/examples/nblibrary/atm/nmse_PSL.ipynb @@ -82,7 +82,7 @@ "outputs": [], "source": [ "dat = xr.open_mfdataset(\n", - " CESM_output_dir + \"/\" + case_name + \"/atm/proc/tseries/*.PSL*.nc\"\n", + " CESM_output_dir + \"/\" + case_name + \"/atm/proc/tseries/regrid/*PSL*.nc\"\n", ")" ] }, @@ -114,24 +114,22 @@ "outputs": [], "source": [ "# This will need to be changed if we have a common repo\n", - "validpath = \"/glade/campaign/cgd/cas/islas/python_savs/CUPID/PSL_validation/\"\n", - "validpath_old = (\n", + "validation_path = (\n", " \"/glade/campaign/cgd/cas/islas/python_savs/CUPID/NMSE/validation_data_example/\"\n", ")\n", "\n", "# ---ERA5\n", - "era5 = xr.open_dataset(validpath_old + \"PSL_ERA5.nc\")\n", - "# era5 = xr.open_dataset(\"/glade/campaign/cgd/cas/islas/python_savs/CUPID/NMSE/validation_data_example/PSL_ERA5.nc\")\n", + "era5 = xr.open_dataset(validation_path + \"PSL_ERA5.nc\")\n", "era5 = era5 / 100.0 # convert to hPa\n", "\n", "# ---CESM2\n", - "lens2 = xr.open_dataset(validpath_old + \"PSL_LENS2.nc\")\n", + "lens2 = xr.open_dataset(validation_path + \"PSL_LENS2.nc\")\n", "lens2 = lens2 / 100.0 # convert to hPa\n", "lens2[\"lon\"] = era5.lon\n", "lens2[\"lat\"] = era5.lat\n", "\n", "# ---CMIP6\n", - "modelfiles = sorted(glob.glob(validpath_old + \"CMIP6/*.nc\"))\n", + "modelfiles = sorted(glob.glob(validation_path + \"CMIP6/*.nc\"))\n", "datcmip6 = [xr.open_dataset(ifile).mean(\"M\") for ifile in modelfiles]\n", "datcmip6 = xr.concat(datcmip6, dim=\"model\")\n", "datcmip6 = datcmip6 / 100.0\n", @@ -177,9 +175,19 @@ "outputs": [], "source": [ "dat = dat.sel(time=slice(start_date, end_date))\n", - "\n", - "dat = dat.PSL / 100.0\n", - "dat = dat.expand_dims(lon=era5.lon, lat=era5.lat)" + "dat = dat.PSL / 100.0" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "b11ed849-c8b2-4079-bde0-598f60ab4463", + "metadata": {}, + "outputs": [], + "source": [ + "# this requires the same grid\n", + "dat[\"lon\"] = era5.lon\n", + "dat[\"lat\"] = era5.lat" ] }, { @@ -220,7 +228,6 @@ }, "outputs": [], "source": [ - "print(\"moving on to compute the nmse\")\n", "nmse_dat = []\n", "nmse_cesm2 = []\n", "nmse_cmip6 = []\n", From a38b0b022048e4d7b78d36d522378b0df028cfd1 Mon Sep 17 00:00:00 2001 From: Michael Levy Date: Wed, 7 Aug 2024 14:53:14 -0600 Subject: [PATCH 42/94] Refactor nmse_PSL to work with CESM2 f19 output 1. To work with CESM2 output, needed to include a fix_time_dim() function that sets time to the averaging midpoint rather than the endpoint. 2. Output that has been been regridded in post-processing is in proc/tseries/ rather than proc/tseries/regrid/, so user needs to control that from config.yml 3. Runs on the fv1.9x2.5 grid need to compare against coarser observational data (so the location of validation data is set in config.yml) --- examples/key_metrics/config.yml | 4 +- examples/nblibrary/atm/nmse_PSL.ipynb | 201 +++++++++--------- examples/nblibrary/atm/nmse_utils.py | 4 - .../nblibrary/glc/LIWG_SMB_diagnostic.ipynb | 20 +- 4 files changed, 118 insertions(+), 111 deletions(-) diff --git a/examples/key_metrics/config.yml b/examples/key_metrics/config.yml index e350c53..0bd44e2 100644 --- a/examples/key_metrics/config.yml +++ b/examples/key_metrics/config.yml @@ -99,7 +99,7 @@ compute_notebooks: # parameters are specified. Several examples of different # types of notebooks are provided. - # The first key (here simple_no_params_nb) is the name of the + # The first key (here infrastructure) is the name of the # notebook from nb_path_root, minus the .ipynb infrastructure: @@ -111,6 +111,8 @@ compute_notebooks: nmse_PSL: parameter_groups: none: + regridded_output: True + validation_path: '/glade/campaign/cesm/development/cross-wg/diagnostic_framework/nmse_validation/fv0.9x1.25' start_date: '0001-01-01' end_date: '0101-01-01' diff --git a/examples/nblibrary/atm/nmse_PSL.ipynb b/examples/nblibrary/atm/nmse_PSL.ipynb index 294088d..93d14c2 100644 --- a/examples/nblibrary/atm/nmse_PSL.ipynb +++ b/examples/nblibrary/atm/nmse_PSL.ipynb @@ -1,5 +1,22 @@ { "cells": [ + { + "cell_type": "markdown", + "id": "3f230d52-dca7-4ce4-98cc-6267fc04893d", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, + "source": [ + "# Normalized Mean Square Error\n", + "\n", + "This notebook computes the normalized mean square error of atmospheric surface pressure.\n", + "It is compared to ERA5 observations, as well as the CESM2 large ensemble and CMIP6 model output." + ] + }, { "cell_type": "code", "execution_count": null, @@ -13,16 +30,14 @@ }, "outputs": [], "source": [ - "import xarray as xr\n", - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", - "from nmse_utils import *\n", - "from averaging_utils import *\n", "import glob\n", "\n", - "import warnings\n", + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "import xarray as xr\n", "\n", - "warnings.filterwarnings(\"ignore\")" + "from nmse_utils import nmse\n", + "from averaging_utils import seasonal_climatology_weighted" ] }, { @@ -36,7 +51,9 @@ "tags": [] }, "source": [ - "### Parameters" + "## Parameters\n", + "\n", + "These variables are set in `config.yml`" ] }, { @@ -54,41 +71,17 @@ }, "outputs": [], "source": [ - "sname = \"\"\n", "CESM_output_dir = \"\"\n", "case_name = \"\"\n", "start_date = \"\"\n", - "end_date = \"\"" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "14b554f3-40e1-4c12-9f26-c1684ac03fbf", - "metadata": {}, - "outputs": [], - "source": [ - "print(start_date)\n", - "print(end_date)\n", - "print(CESM_output_dir)\n", - "print(case_name)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "80edad94-426a-4304-9003-78e12960613a", - "metadata": {}, - "outputs": [], - "source": [ - "dat = xr.open_mfdataset(\n", - " CESM_output_dir + \"/\" + case_name + \"/atm/proc/tseries/regrid/*PSL*.nc\"\n", - ")" + "end_date = \"\"\n", + "validation_path = \"\"\n", + "regridded_output = False" ] }, { "cell_type": "markdown", - "id": "e0527e3e-cd26-46b5-8c1e-08882109e12e", + "id": "74c7803f-a8c5-445d-9233-0aa2663c58bd", "metadata": { "editable": true, "slideshow": { @@ -97,13 +90,13 @@ "tags": [] }, "source": [ - "### Read in validation data and other CMIP models for comparison (precomputed)" + "## Read in the current case" ] }, { "cell_type": "code", "execution_count": null, - "id": "126e65b3-2b8c-400c-af02-2ad0b0f82e6e", + "id": "ccca8e3a-a52f-4202-9704-9d4470eda984", "metadata": { "editable": true, "slideshow": { @@ -113,33 +106,37 @@ }, "outputs": [], "source": [ - "# This will need to be changed if we have a common repo\n", - "validation_path = (\n", - " \"/glade/campaign/cgd/cas/islas/python_savs/CUPID/NMSE/validation_data_example/\"\n", - ")\n", + "def fix_time_dim(dat):\n", + " \"\"\"CESM2 output sets time as the end of the averaging interval (e.g. January average is midnight on February 1st);\n", + " This function sets the time dimension to the midpoint of the averaging interval.\n", + " Note that CESM3 output sets time to the midpoint already, so this function should not change CESM3 data.\"\"\"\n", + " if \"time\" not in dat.dims:\n", + " return dat\n", + " if \"bounds\" not in dat.time.attrs:\n", + " return dat\n", + " time_bounds_avg = dat[dat.time.attrs[\"bounds\"]].mean(\"nbnd\")\n", + " time_bounds_avg.attrs = dat.time.attrs\n", + " dat = dat.assign_coords({\"time\": time_bounds_avg})\n", + " return xr.decode_cf(dat)\n", "\n", - "# ---ERA5\n", - "era5 = xr.open_dataset(validation_path + \"PSL_ERA5.nc\")\n", - "era5 = era5 / 100.0 # convert to hPa\n", "\n", - "# ---CESM2\n", - "lens2 = xr.open_dataset(validation_path + \"PSL_LENS2.nc\")\n", - "lens2 = lens2 / 100.0 # convert to hPa\n", - "lens2[\"lon\"] = era5.lon\n", - "lens2[\"lat\"] = era5.lat\n", + "if regridded_output:\n", + " file_path = f\"{CESM_output_dir}/{case_name}/atm/proc/tseries/regrid\"\n", + "else:\n", + " file_path = f\"{CESM_output_dir}/{case_name}/atm/proc/tseries\"\n", "\n", - "# ---CMIP6\n", - "modelfiles = sorted(glob.glob(validation_path + \"CMIP6/*.nc\"))\n", - "datcmip6 = [xr.open_dataset(ifile).mean(\"M\") for ifile in modelfiles]\n", - "datcmip6 = xr.concat(datcmip6, dim=\"model\")\n", - "datcmip6 = datcmip6 / 100.0\n", - "datcmip6[\"lon\"] = era5.lon\n", - "datcmip6[\"lat\"] = era5.lat" + "dat = (\n", + " fix_time_dim(xr.open_mfdataset(f\"{file_path}/*PSL*.nc\", decode_times=False))\n", + " .sel(time=slice(start_date, end_date))\n", + " .PSL\n", + " / 100.0\n", + ")" ] }, { - "cell_type": "markdown", - "id": "ab5f1441-4b6b-4386-b3aa-a0f6fa9109b8", + "cell_type": "code", + "execution_count": null, + "id": "073a2ad0-81e6-4817-9024-4b9b718fabb4", "metadata": { "editable": true, "slideshow": { @@ -147,24 +144,15 @@ }, "tags": [] }, - "source": [ - "### Read in the current case" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "2b4883ef-f3a7-458b-b96e-bdb79d5abdd6", - "metadata": {}, "outputs": [], "source": [ - "dat" + "# --Compute seasonal and annual means\n", + "dat = seasonal_climatology_weighted(dat).load()" ] }, { - "cell_type": "code", - "execution_count": null, - "id": "09397e30-62b9-474b-a47c-4a1174137bce", + "cell_type": "markdown", + "id": "e0527e3e-cd26-46b5-8c1e-08882109e12e", "metadata": { "editable": true, "slideshow": { @@ -172,33 +160,62 @@ }, "tags": [] }, - "outputs": [], "source": [ - "dat = dat.sel(time=slice(start_date, end_date))\n", - "dat = dat.PSL / 100.0" + "## Read in validation data and other CMIP models for comparison (precomputed)" ] }, { "cell_type": "code", "execution_count": null, - "id": "b11ed849-c8b2-4079-bde0-598f60ab4463", - "metadata": {}, + "id": "1ff152b1-2168-4a0d-826b-cf8d11f66ab7", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, "outputs": [], "source": [ - "# this requires the same grid\n", - "dat[\"lon\"] = era5.lon\n", - "dat[\"lat\"] = era5.lat" + "# Ensure all validation datasets have the same coordinates as the ERA5 data\n", + "# (Avoid round-off level differences since all data should be on the same grid)\n", + "lon = dat.lon.data\n", + "lat = dat.lat.data" ] }, { "cell_type": "code", "execution_count": null, - "id": "073a2ad0-81e6-4817-9024-4b9b718fabb4", - "metadata": {}, + "id": "126e65b3-2b8c-400c-af02-2ad0b0f82e6e", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, "outputs": [], "source": [ - "# --Compute seasonal and annual means\n", - "dat = seasonal_climatology_weighted(dat).load()" + "# ---ERA5\n", + "era5 = xr.open_dataset(f\"{validation_path}/PSL_ERA5.nc\").assign_coords(\n", + " {\"lon\": lon, \"lat\": lat}\n", + ")\n", + "era5 = era5 / 100.0 # convert to hPa\n", + "\n", + "# ---CESM2\n", + "lens2 = xr.open_dataset(f\"{validation_path}/PSL_LENS2.nc\").assign_coords(\n", + " {\"lon\": lon, \"lat\": lat}\n", + ")\n", + "lens2 = lens2 / 100.0 # convert to hPa\n", + "\n", + "# ---CMIP6\n", + "modelfiles = sorted(glob.glob(f\"{validation_path}/CMIP6/*.nc\"))\n", + "datcmip6 = [\n", + " xr.open_dataset(ifile).assign_coords({\"lon\": lon, \"lat\": lat}).mean(\"M\")\n", + " for ifile in modelfiles\n", + "]\n", + "datcmip6 = xr.concat(datcmip6, dim=\"model\")\n", + "datcmip6 = datcmip6 / 100.0" ] }, { @@ -212,7 +229,7 @@ "tags": [] }, "source": [ - "### Compute the NMSE" + "## Compute the NMSE" ] }, { @@ -400,20 +417,6 @@ " fontsize=14,\n", ")" ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "d01c7860-b4ca-4ab4-a05f-3d0f248a56c2", - "metadata": { - "editable": true, - "slideshow": { - "slide_type": "" - }, - "tags": [] - }, - "outputs": [], - "source": [] } ], "metadata": { diff --git a/examples/nblibrary/atm/nmse_utils.py b/examples/nblibrary/atm/nmse_utils.py index 46f9da1..efd1ec2 100644 --- a/examples/nblibrary/atm/nmse_utils.py +++ b/examples/nblibrary/atm/nmse_utils.py @@ -11,10 +11,6 @@ def nmse(obs, mod): from that """ - # make sure the model and obs have the same lons and lats - mod["lon"] = obs.lon - mod["lat"] = obs.lat - # get the weights and weight by zero if the model or obs is nan w = np.cos(np.deg2rad(obs.lat)) w = w.expand_dims({"lon": obs.lon}, axis=1) diff --git a/examples/nblibrary/glc/LIWG_SMB_diagnostic.ipynb b/examples/nblibrary/glc/LIWG_SMB_diagnostic.ipynb index 64a356c..fc23c64 100644 --- a/examples/nblibrary/glc/LIWG_SMB_diagnostic.ipynb +++ b/examples/nblibrary/glc/LIWG_SMB_diagnostic.ipynb @@ -3,7 +3,13 @@ { "cell_type": "markdown", "id": "e45c723f-aa6f-4db4-a197-492132cc8156", - "metadata": {}, + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, "source": [ "# Land ice SMB model comparison\n", "This notebook compares the downscaled output of surface mass balance (SMB) over the Greenland ice sheet (GrIS) to the regional model MAR. In what follows, we interchangeably call the MAR data \"observation\".\n", @@ -62,17 +68,17 @@ "source": [ "# Parameter Defaults\n", "\n", - "CESM_output_dir = \"/glade/campaign/cesm/development/cross-wg/diagnostic_framework/CESM_output_for_testing\"\n", - "case_name = \"b.e23_alpha17f.BLT1850.ne30_t232.092\" # case name\n", - "climo_nyears = 40 # number of years to compute the climatology\n", - "last_year = 101\n", + "CESM_output_dir = \"\"\n", + "case_name = \"\" # case name\n", + "climo_nyears = 0 # number of years to compute the climatology\n", + "last_year = 0\n", "\n", "base_case_output_dir = CESM_output_dir\n", "base_case_name = None\n", "base_last_year = last_year\n", "\n", - "obs_path = \"/glade/u/home/gunterl/obs_diagnostic_cesm\" # path to observed dataset\n", - "obs_name = \"GrIS_MARv3.12_climo_1960_1999.nc\"" + "obs_path = \"\" # directory containing observed dataset\n", + "obs_name = \"\" # file name for observed dataset" ] }, { From a0eeae829301d442500c5f1f954ce7ccebb6d766 Mon Sep 17 00:00:00 2001 From: Michael Levy Date: Tue, 13 Aug 2024 09:43:44 -0600 Subject: [PATCH 43/94] Some clean-up for key_metrics 1. Standardize the way dates are passed (glacier notebook pulls year out of full date string to match atmosphere) 2. Add option for baseline comparison to atmosphere NMSE 3. Update config.yml to use run 104 (keeping 092 as baseline) 4. Clean up time series generation (allow empty list to specify "don't convert any files to time series for this component") --- cupid/timeseries.py | 5 + examples/key_metrics/config.yml | 37 +-- examples/nblibrary/atm/nmse_PSL.ipynb | 235 ++++++++++++------ .../nblibrary/glc/LIWG_SMB_diagnostic.ipynb | 38 ++- examples/nblibrary/glc/utils.py | 8 +- 5 files changed, 217 insertions(+), 106 deletions(-) diff --git a/cupid/timeseries.py b/cupid/timeseries.py index c1748ef..09ed6af 100644 --- a/cupid/timeseries.py +++ b/cupid/timeseries.py @@ -79,6 +79,11 @@ def create_time_series( """ + # Don't do anything if list of requested diagnostics is empty + if not diag_var_list: + print(f"\n No time series files requested for {component}...") + return + # Notify user that script has started: print(f"\n Generating {component} time series files...") diff --git a/examples/key_metrics/config.yml b/examples/key_metrics/config.yml index 0bd44e2..dcc47e8 100644 --- a/examples/key_metrics/config.yml +++ b/examples/key_metrics/config.yml @@ -42,8 +42,12 @@ computation_config: # All parameters under global_params get passed to all the notebooks global_params: - case_name: 'b.e23_alpha17f.BLT1850.ne30_t232.092' + case_name: 'b.e30_beta02.BLT1850.ne30_t232.104' + base_case_name: 'b.e23_alpha17f.BLT1850.ne30_t232.092' CESM_output_dir: /glade/campaign/cesm/development/cross-wg/diagnostic_framework/CESM_output_for_testing + start_date: '0001-01-01' + end_date: '0045-01-01' + base_end_date: '0101-01-01' lc_kwargs: threads_per_worker: 1 @@ -51,46 +55,46 @@ timeseries: num_procs: 8 ts_done: [False] overwrite_ts: [False] - case_name: 'b.e23_alpha17f.BLT1850.ne30_t232.092' + case_name: 'b.e30_beta02.BLT1850.ne30_t232.104' atm: vars: ['PSL'] derive_vars: [] hist_str: 'h0a' start_years: [1] - end_years: [100] + end_years: [44] level: 'lev' lnd: - vars: ['ALTMAX', 'COST_NACTIVE', 'DENIT', 'EFLX_DYNBAL'] #['process_all'] + vars: [] derive_vars: [] hist_str: 'h0' start_years: [1] - end_years: [100] + end_years: [44] level: 'lev' ocn: - vars: ['taux', 'tauy'] # ['process_all'] + vars: [] derive_vars: [] - hist_str: 'h.frc' + hist_str: 'h.z' start_years: [1] - end_years: [100] + end_years: [44] level: 'lev' ice: - vars: ['hi', 'hs', 'snowfrac', 'Tsfc'] #['process_all'] + vars: [] derive_vars: [] hist_str: 'h' start_years: [1] - end_years: [100] + end_years: [44] level: 'lev' glc: - vars: ['usurf', 'topg'] #['process_all'] + vars: [] derive_vars: [] hist_str: 'initial_hist' start_years: [1] - end_years: [100] + end_years: [44] level: 'lev' compute_notebooks: @@ -111,10 +115,9 @@ compute_notebooks: nmse_PSL: parameter_groups: none: - regridded_output: True + regridded_output: False # it looks like output is already on f09 grid, didn't need to regrid time-series file + base_regridded_output: True validation_path: '/glade/campaign/cesm/development/cross-wg/diagnostic_framework/nmse_validation/fv0.9x1.25' - start_date: '0001-01-01' - end_date: '0101-01-01' glc: LIWG_SMB_diagnostic: @@ -122,8 +125,8 @@ compute_notebooks: none: obs_path: '/glade/u/home/gunterl/obs_diagnostic_cesm/' obs_name: 'GrIS_MARv3.12_climo_1960_1999.nc' - climo_nyears: 40 - last_year: 101 + climo_nyears: 20 + base_climo_nyears: 40 # ice: # seaice: diff --git a/examples/nblibrary/atm/nmse_PSL.ipynb b/examples/nblibrary/atm/nmse_PSL.ipynb index 93d14c2..4bea30f 100644 --- a/examples/nblibrary/atm/nmse_PSL.ipynb +++ b/examples/nblibrary/atm/nmse_PSL.ipynb @@ -75,8 +75,35 @@ "case_name = \"\"\n", "start_date = \"\"\n", "end_date = \"\"\n", + "base_case_output_dir = None\n", + "base_case_name = None\n", + "base_start_date = None\n", + "base_end_date = None\n", "validation_path = \"\"\n", - "regridded_output = False" + "regridded_output = False\n", + "base_regridded_output = None" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "9dfe1566-abe3-4b23-a59c-113334a0458f", + "metadata": {}, + "outputs": [], + "source": [ + "# Want some base case parameter defaults to equal control case values\n", + "if base_case_name is not None:\n", + " if base_case_output_dir is None:\n", + " base_case_output_dir = CESM_output_dir\n", + "\n", + " if base_start_date is None:\n", + " base_start_date = start_date\n", + "\n", + " if base_end_date is None:\n", + " base_end_date = end_date\n", + "\n", + " if base_regridded_output is None:\n", + " base_regridded_output = regridded_output" ] }, { @@ -96,14 +123,8 @@ { "cell_type": "code", "execution_count": null, - "id": "ccca8e3a-a52f-4202-9704-9d4470eda984", - "metadata": { - "editable": true, - "slideshow": { - "slide_type": "" - }, - "tags": [] - }, + "id": "7f4132b5-db1f-4ae8-92df-07dd531b650e", + "metadata": {}, "outputs": [], "source": [ "def fix_time_dim(dat):\n", @@ -117,9 +138,22 @@ " time_bounds_avg = dat[dat.time.attrs[\"bounds\"]].mean(\"nbnd\")\n", " time_bounds_avg.attrs = dat.time.attrs\n", " dat = dat.assign_coords({\"time\": time_bounds_avg})\n", - " return xr.decode_cf(dat)\n", - "\n", - "\n", + " return xr.decode_cf(dat)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "ccca8e3a-a52f-4202-9704-9d4470eda984", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, + "outputs": [], + "source": [ "if regridded_output:\n", " file_path = f\"{CESM_output_dir}/{case_name}/atm/proc/tseries/regrid\"\n", "else:\n", @@ -130,7 +164,30 @@ " .sel(time=slice(start_date, end_date))\n", " .PSL\n", " / 100.0\n", - ")" + ")\n", + "\n", + "# Ensure all datasets have the same coordinates as the output data\n", + "# (Avoid round-off level differences since all data should be on the same grid)\n", + "lon = dat.lon.data\n", + "lat = dat.lat.data\n", + "\n", + "if base_case_name is not None:\n", + " if base_regridded_output:\n", + " base_file_path = (\n", + " f\"{base_case_output_dir}/{base_case_name}/atm/proc/tseries/regrid\"\n", + " )\n", + " else:\n", + " base_file_path = f\"{base_case_output_dir}/{base_case_name}/atm/proc/tseries\"\n", + "\n", + " base_dat = (\n", + " fix_time_dim(\n", + " xr.open_mfdataset(f\"{base_file_path}/*PSL*.nc\", decode_times=False)\n", + " )\n", + " .sel(time=slice(start_date, end_date))\n", + " .assign_coords({\"lon\": lon, \"lat\": lat})\n", + " .PSL\n", + " / 100.0\n", + " )" ] }, { @@ -147,7 +204,11 @@ "outputs": [], "source": [ "# --Compute seasonal and annual means\n", - "dat = seasonal_climatology_weighted(dat).load()" + "dat = seasonal_climatology_weighted(dat).load()\n", + "\n", + "\n", + "if base_case_name is not None:\n", + " base_dat = seasonal_climatology_weighted(base_dat).load()" ] }, { @@ -164,25 +225,6 @@ "## Read in validation data and other CMIP models for comparison (precomputed)" ] }, - { - "cell_type": "code", - "execution_count": null, - "id": "1ff152b1-2168-4a0d-826b-cf8d11f66ab7", - "metadata": { - "editable": true, - "slideshow": { - "slide_type": "" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "# Ensure all validation datasets have the same coordinates as the ERA5 data\n", - "# (Avoid round-off level differences since all data should be on the same grid)\n", - "lon = dat.lon.data\n", - "lat = dat.lat.data" - ] - }, { "cell_type": "code", "execution_count": null, @@ -248,13 +290,21 @@ "nmse_dat = []\n", "nmse_cesm2 = []\n", "nmse_cmip6 = []\n", + "if base_case_name is not None:\n", + " nmse_base_dat = []\n", + "else:\n", + " nmse_base_dat = {key: None for key in [\"AM\", \"DJF\", \"MAM\", \"JJA\", \"SON\"]}\n", "for ivar in era5.data_vars:\n", " nmse_dat.append(nmse(era5[ivar], dat[ivar]))\n", " nmse_cesm2.append(nmse(era5[ivar], lens2[ivar]))\n", " nmse_cmip6.append(nmse(era5[ivar], datcmip6[ivar]))\n", + " if base_case_name is not None:\n", + " nmse_base_dat.append(nmse(era5[ivar], base_dat[ivar]))\n", "nmse_dat = xr.merge(nmse_dat)\n", "nmse_cesm2 = xr.merge(nmse_cesm2)\n", - "nmse_cmip6 = xr.merge(nmse_cmip6)" + "nmse_cmip6 = xr.merge(nmse_cmip6)\n", + "if base_case_name is not None:\n", + " nmse_base_dat = xr.merge(nmse_base_dat)" ] }, { @@ -284,7 +334,7 @@ }, "outputs": [], "source": [ - "def plotnmse(fig, cmip6, cesm2, cesm3, x1, x2, y1, y2, titlestr):\n", + "def plotnmse(fig, cmip6, cesm2, cesm3, cesm_baseline, x1, x2, y1, y2, titlestr):\n", " ax = fig.add_axes([x1, y1, x2 - x1, y2 - y1])\n", "\n", " cmip6 = cmip6.sortby(cmip6, ascending=False)\n", @@ -300,6 +350,8 @@ " )\n", "\n", " ax.plot(cmip6.size + 1, cesm3, \"o\", color=\"blue\", label=\"THIS RUN\")\n", + " if cesm_baseline is not None:\n", + " ax.plot(cmip6.size + 1, cesm3, \"x\", color=\"red\", label=\"BASELINE\")\n", "\n", " ax.fill_between(\n", " np.arange(0, cmip6.size + 3, 1) - 0.5,\n", @@ -335,22 +387,72 @@ "source": [ "fig = plt.figure(figsize=(16, 16))\n", "\n", + "vert_coord = 0.99\n", + "fig.text(\n", + " 0.5,\n", + " vert_coord,\n", + " \"THIS RUN = \" + case_name + \" \" + start_date + \" to \" + end_date,\n", + " ha=\"center\",\n", + " va=\"center\",\n", + " fontsize=14,\n", + " color=\"royalblue\",\n", + ")\n", + "vert_coord = vert_coord - 0.015\n", + "if base_case_name is not None:\n", + " fig.text(\n", + " 0.5,\n", + " vert_coord,\n", + " \"BASELINE RUN = \"\n", + " + base_case_name\n", + " + \" \"\n", + " + base_start_date\n", + " + \" to \"\n", + " + base_end_date,\n", + " ha=\"center\",\n", + " va=\"center\",\n", + " fontsize=14,\n", + " color=\"red\",\n", + " )\n", + " vert_coord = vert_coord - 0.015\n", + "\n", + "fig.text(\n", + " 0.5,\n", + " vert_coord,\n", + " \"Other runs = 1979-01-01 to 2023-12-31\",\n", + " ha=\"center\",\n", + " va=\"center\",\n", + " fontsize=14,\n", + ")\n", + "vert_coord = vert_coord - 0.015\n", + "\n", + "fig.text(\n", + " 0.5,\n", + " vert_coord,\n", + " \"Validation data = ERA5 1979-01-01 to 2023-12-31\",\n", + " ha=\"center\",\n", + " va=\"center\",\n", + " fontsize=14,\n", + ")\n", + "vert_coord = vert_coord - 0.03\n", + "\n", "ax = plotnmse(\n", " fig,\n", - " nmse_cmip6.AM,\n", - " nmse_cesm2.AM,\n", - " nmse_dat.AM,\n", + " nmse_cmip6[\"AM\"],\n", + " nmse_cesm2[\"AM\"],\n", + " nmse_dat[\"AM\"],\n", + " nmse_base_dat[\"AM\"],\n", " 0.3,\n", " 0.7,\n", - " 0.77,\n", - " 0.93,\n", + " vert_coord - 0.16,\n", + " vert_coord,\n", " \"NMSE, SLP, AM\",\n", ")\n", "ax = plotnmse(\n", " fig,\n", - " nmse_cmip6.DJF,\n", - " nmse_cesm2.DJF,\n", - " nmse_dat.DJF,\n", + " nmse_cmip6[\"DJF\"],\n", + " nmse_cesm2[\"DJF\"],\n", + " nmse_dat[\"DJF\"],\n", + " nmse_base_dat[\"DJF\"],\n", " 0.05,\n", " 0.45,\n", " 0.57,\n", @@ -359,9 +461,10 @@ ")\n", "ax = plotnmse(\n", " fig,\n", - " nmse_cmip6.MAM,\n", - " nmse_cesm2.MAM,\n", - " nmse_dat.MAM,\n", + " nmse_cmip6[\"MAM\"],\n", + " nmse_cesm2[\"MAM\"],\n", + " nmse_dat[\"MAM\"],\n", + " nmse_base_dat[\"MAM\"],\n", " 0.55,\n", " 0.95,\n", " 0.57,\n", @@ -370,9 +473,10 @@ ")\n", "ax = plotnmse(\n", " fig,\n", - " nmse_cmip6.JJA,\n", - " nmse_cesm2.JJA,\n", - " nmse_dat.JJA,\n", + " nmse_cmip6[\"JJA\"],\n", + " nmse_cesm2[\"JJA\"],\n", + " nmse_dat[\"JJA\"],\n", + " nmse_base_dat[\"JJA\"],\n", " 0.05,\n", " 0.45,\n", " 0.37,\n", @@ -381,40 +485,15 @@ ")\n", "ax = plotnmse(\n", " fig,\n", - " nmse_cmip6.SON,\n", - " nmse_cesm2.SON,\n", - " nmse_dat.SON,\n", + " nmse_cmip6[\"SON\"],\n", + " nmse_cesm2[\"SON\"],\n", + " nmse_dat[\"SON\"],\n", + " nmse_base_dat[\"SON\"],\n", " 0.55,\n", " 0.95,\n", " 0.37,\n", " 0.52,\n", " \"NMSE, SLP, SON\",\n", - ")\n", - "\n", - "fig.text(\n", - " 0.5,\n", - " 0.99,\n", - " \"THIS RUN = \" + case_name + \" \" + start_date + \" to \" + end_date,\n", - " ha=\"center\",\n", - " va=\"center\",\n", - " fontsize=14,\n", - " color=\"royalblue\",\n", - ")\n", - "fig.text(\n", - " 0.5,\n", - " 0.975,\n", - " \"Other runs = 1979-01-01 to 2023-12-31\",\n", - " ha=\"center\",\n", - " va=\"center\",\n", - " fontsize=14,\n", - ")\n", - "fig.text(\n", - " 0.5,\n", - " 0.96,\n", - " \"Validation data = ERA5 1979-01-01 to 2023-12-31\",\n", - " ha=\"center\",\n", - " va=\"center\",\n", - " fontsize=14,\n", ")" ] } diff --git a/examples/nblibrary/glc/LIWG_SMB_diagnostic.ipynb b/examples/nblibrary/glc/LIWG_SMB_diagnostic.ipynb index fc23c64..7748d45 100644 --- a/examples/nblibrary/glc/LIWG_SMB_diagnostic.ipynb +++ b/examples/nblibrary/glc/LIWG_SMB_diagnostic.ipynb @@ -70,17 +70,37 @@ "\n", "CESM_output_dir = \"\"\n", "case_name = \"\" # case name\n", - "climo_nyears = 0 # number of years to compute the climatology\n", - "last_year = 0\n", + "climo_nyears = 0 # number of years to compute the climatology for main case\n", + "end_date = \"\"\n", "\n", - "base_case_output_dir = CESM_output_dir\n", + "base_case_output_dir = None\n", "base_case_name = None\n", - "base_last_year = last_year\n", + "base_end_date = None\n", + "base_climo_nyears = 0 # number of years to compute the climatology for base case\n", "\n", "obs_path = \"\" # directory containing observed dataset\n", "obs_name = \"\" # file name for observed dataset" ] }, + { + "cell_type": "code", + "execution_count": null, + "id": "2cd40a4e-95b6-4ce7-9e48-694ef3b9ebac", + "metadata": {}, + "outputs": [], + "source": [ + "# Want some base case parameter defaults to equal control case values\n", + "if base_case_name is not None:\n", + " if base_case_output_dir is None:\n", + " base_case_output_dir = CESM_output_dir\n", + "\n", + " if base_end_date is None:\n", + " base_end_date = end_date\n", + "\n", + " if base_climo_nyears == 0:\n", + " base_climo_nyears = climo_nyears" + ] + }, { "cell_type": "code", "execution_count": null, @@ -88,13 +108,16 @@ "metadata": {}, "outputs": [], "source": [ + "last_year = int(end_date.split(\"-\")[0])\n", + "base_last_year = int(base_end_date.split(\"-\")[0])\n", + "\n", "case_init_file = f\"{CESM_output_dir}/{case_name}/glc/hist/{case_name}.cism.gris.initial_hist.0001-01-01-00000.nc\" # name of glc file output\n", "\n", "case_path = f\"{CESM_output_dir}/{case_name}/cpl/hist\" # path to glc output\n", "case_file = f\"{case_path}/{case_name}.cpl.hx.1yr2glc.{last_year:04d}-01-01-00000.nc\" # name of glc file output\n", "obs_file = f\"{obs_path}/{obs_name}\" # name of observed dataset file\n", "\n", - "if base_case_name:\n", + "if base_case_name is not None:\n", " base_case_path = (\n", " f\"{base_case_output_dir}/{base_case_name}/cpl/hist\" # path to cpl output\n", " )\n", @@ -152,7 +175,6 @@ "source": [ "params = {\n", " \"grid_dims\": grid_dims,\n", - " \"climo_nyears\": climo_nyears,\n", " \"mm_to_Gt\": mm_to_Gt,\n", " \"mask\": mask,\n", "}" @@ -178,13 +200,13 @@ "outputs": [], "source": [ "# creating the SMB climatology for new case\n", - "smb_case = utils.read_cesm_smb(case_path, case_name, last_year, params)\n", + "smb_case = utils.read_cesm_smb(case_path, case_name, last_year, climo_nyears, params)\n", "smb_case_climo = smb_case.mean(\"time\")\n", "\n", "# creating the SMB climatology for base_case\n", "if base_case_name:\n", " smb_base_case = utils.read_cesm_smb(\n", - " base_case_path, base_case_name, base_last_year, params\n", + " base_case_path, base_case_name, base_last_year, base_climo_nyears, params\n", " )\n", " smb_base_climo = smb_base_case.mean(\"time\")" ] diff --git a/examples/nblibrary/glc/utils.py b/examples/nblibrary/glc/utils.py index 2a11bc3..c6c573e 100644 --- a/examples/nblibrary/glc/utils.py +++ b/examples/nblibrary/glc/utils.py @@ -7,7 +7,7 @@ from matplotlib import pyplot as plt -def read_cesm_smb(path, case_name, last_year, params): +def read_cesm_smb(path, case_name, last_year, climo_nyears, params): """ This function reads CESM coupler history files and returns an xarray DataArray containing surface mass balance in units mm/y @@ -18,7 +18,7 @@ def read_cesm_smb(path, case_name, last_year, params): smb_convert = sec_in_yr / rhoi * 1000 # converting kg m-2 s-1 ice to mm y-1 w.e. filenames = [] - for k in range(params["climo_nyears"]): + for k in range(climo_nyears): year_to_read = last_year - k filename = ( @@ -26,7 +26,9 @@ def read_cesm_smb(path, case_name, last_year, params): ) if not os.path.isfile(filename): - print(f"The couple file for time {year_to_read} does not exist.") + print( + f"Looked for {filename} (for time {year_to_read}) but it does not exist.", + ) print( "We will only use the files that existed until now to create the SMB climatology.", ) From 8c484ef836302fe6c5817bd2bdd937887af14f1a Mon Sep 17 00:00:00 2001 From: Michael Levy Date: Tue, 13 Aug 2024 13:00:10 -0600 Subject: [PATCH 44/94] Clean up glacier notebook 1. Only set base_last_year if a baseline case has been provided 2. Update time series plots to account for differences between climo_nyears and base_climo_nyears --- examples/nblibrary/glc/LIWG_SMB_diagnostic.ipynb | 12 +++++++----- 1 file changed, 7 insertions(+), 5 deletions(-) diff --git a/examples/nblibrary/glc/LIWG_SMB_diagnostic.ipynb b/examples/nblibrary/glc/LIWG_SMB_diagnostic.ipynb index 7748d45..ed20047 100644 --- a/examples/nblibrary/glc/LIWG_SMB_diagnostic.ipynb +++ b/examples/nblibrary/glc/LIWG_SMB_diagnostic.ipynb @@ -109,7 +109,6 @@ "outputs": [], "source": [ "last_year = int(end_date.split(\"-\")[0])\n", - "base_last_year = int(base_end_date.split(\"-\")[0])\n", "\n", "case_init_file = f\"{CESM_output_dir}/{case_name}/glc/hist/{case_name}.cism.gris.initial_hist.0001-01-01-00000.nc\" # name of glc file output\n", "\n", @@ -118,6 +117,7 @@ "obs_file = f\"{obs_path}/{obs_name}\" # name of observed dataset file\n", "\n", "if base_case_name is not None:\n", + " base_last_year = int(base_end_date.split(\"-\")[0])\n", " base_case_path = (\n", " f\"{base_case_output_dir}/{base_case_name}/cpl/hist\" # path to cpl output\n", " )\n", @@ -412,14 +412,16 @@ "\n", "\n", "time = np.arange(first_year, last_year + 1)\n", + "full_time = time\n", "if base_case_name:\n", " base_time = (\n", - " np.arange(base_first_year, base_last_year + 1) + last_year - base_last_year\n", + " np.arange(base_first_year, base_last_year + 1) + first_year - base_first_year\n", " )\n", " base_nt = len(base_time)\n", + " full_time = np.arange(time[0], max(time[-1], base_time[-1]))\n", "nt = len(time)\n", "\n", - "avg_smb_obs_timeseries = np.zeros(nt)\n", + "avg_smb_obs_timeseries = np.zeros(len(full_time))\n", "avg_smb_case_timeseries = np.zeros(nt)\n", "if base_case_name:\n", " avg_smb_base_timeseries = np.zeros(base_nt)\n", @@ -430,7 +432,7 @@ " avg_smb_base_timeseries[:] = np.round(smb_base_climo.sum() * mm_to_Gt, 2)\n", "\n", "\n", - "x_ticks = np.arange(first_year, last_year + 2, 5)\n", + "x_ticks = np.arange(full_time[0], full_time[-1] + 2, 5)\n", "tickx = x_ticks\n", "\n", "ymin = 100\n", @@ -478,7 +480,7 @@ " )\n", "utils.plot_line(\n", " avg_smb_obs_timeseries[:],\n", - " time,\n", + " full_time,\n", " line=\"-\",\n", " color=\"black\",\n", " label=\"Observations (mean)\",\n", From dd28449595b8bf5dec4f0c8916cf0dfbe5144464 Mon Sep 17 00:00:00 2001 From: Teagan King <98482480+TeaganKing@users.noreply.github.com> Date: Tue, 20 Aug 2024 12:01:06 -0600 Subject: [PATCH 45/94] Include geopandas This is needed for Naoki's notebooks --- environments/cupid-analysis.yml | 1 + 1 file changed, 1 insertion(+) diff --git a/environments/cupid-analysis.yml b/environments/cupid-analysis.yml index 012f124..7486bbe 100644 --- a/environments/cupid-analysis.yml +++ b/environments/cupid-analysis.yml @@ -8,6 +8,7 @@ dependencies: - dask - distributed - geocat-comp + - geopandas - intake - intake-esm - intake-xarray From 2e56feae95731d40e27f5e63828772cd4c861a89 Mon Sep 17 00:00:00 2001 From: Teagan King <98482480+TeaganKing@users.noreply.github.com> Date: Tue, 20 Aug 2024 12:04:30 -0600 Subject: [PATCH 46/94] Update PULL_REQUEST_TEMPLATE.md formatting --- .github/PULL_REQUEST_TEMPLATE.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/PULL_REQUEST_TEMPLATE.md b/.github/PULL_REQUEST_TEMPLATE.md index 3b00376..5c96693 100644 --- a/.github/PULL_REQUEST_TEMPLATE.md +++ b/.github/PULL_REQUEST_TEMPLATE.md @@ -1,6 +1,6 @@ ### All Submissions: -* [ ] Have you followed the guidelines in our Contributer's Guide](https://github.com/NCAR/CUPiD/wiki/Contributor's-Guide) (including the `pre-commit` check)? +* [ ] Have you followed the guidelines in our [Contributer's Guide](https://github.com/NCAR/CUPiD/wiki/Contributor's-Guide) (including the `pre-commit` check)? * [ ] Have you checked to ensure there aren't other open [Pull Requests](../../../pulls) for the same update/change? From 1da6acd317a10c418376416c78f2f36e2e76d0f5 Mon Sep 17 00:00:00 2001 From: Teagan King Date: Tue, 20 Aug 2024 12:24:02 -0600 Subject: [PATCH 47/94] fix typo --- .github/PULL_REQUEST_TEMPLATE.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/PULL_REQUEST_TEMPLATE.md b/.github/PULL_REQUEST_TEMPLATE.md index 5c96693..f4a4e02 100644 --- a/.github/PULL_REQUEST_TEMPLATE.md +++ b/.github/PULL_REQUEST_TEMPLATE.md @@ -1,6 +1,6 @@ ### All Submissions: -* [ ] Have you followed the guidelines in our [Contributer's Guide](https://github.com/NCAR/CUPiD/wiki/Contributor's-Guide) (including the `pre-commit` check)? +* [ ] Have you followed the guidelines in our [Contributor's Guide](https://github.com/NCAR/CUPiD/wiki/Contributor's-Guide) (including the `pre-commit` check)? * [ ] Have you checked to ensure there aren't other open [Pull Requests](../../../pulls) for the same update/change? From 5ca583affe9cc5384ea904dac7c4451ff50486d7 Mon Sep 17 00:00:00 2001 From: Teagan King <98482480+TeaganKing@users.noreply.github.com> Date: Tue, 20 Aug 2024 12:54:39 -0600 Subject: [PATCH 48/94] Update PULL_REQUEST_TEMPLATE.md --- .github/PULL_REQUEST_TEMPLATE.md | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/.github/PULL_REQUEST_TEMPLATE.md b/.github/PULL_REQUEST_TEMPLATE.md index f4a4e02..2a9af34 100644 --- a/.github/PULL_REQUEST_TEMPLATE.md +++ b/.github/PULL_REQUEST_TEMPLATE.md @@ -13,5 +13,4 @@ ### Changes to Core Features: * [ ] Have you added an explanation of what your changes do and why you'd like us to include them? -* [ ] Have you written new tests for your core changes, as applicable? -* [ ] Have you successfully ran tests with your changes locally? +* [ ] Have you successfully tested your changes locally? From 247d192380b4f6ee72d9d1ae1b4c00368ac57060 Mon Sep 17 00:00:00 2001 From: Teagan King <98482480+TeaganKing@users.noreply.github.com> Date: Wed, 21 Aug 2024 16:22:30 -0600 Subject: [PATCH 49/94] Create contributors.md --- contributors.md | 35 +++++++++++++++++++++++++++++++++++ 1 file changed, 35 insertions(+) create mode 100644 contributors.md diff --git a/contributors.md b/contributors.md new file mode 100644 index 0000000..e72ae0a --- /dev/null +++ b/contributors.md @@ -0,0 +1,35 @@ +# Alphabetical list of all contributors +Dave Bailey - NCAR +Ingrid Carlson - Carroll College +Dani Coleman - NCAR +Cameron Cummins - U Texas +Katie Dagon - NCAR +Anna-Lena Deppenmeier - NCAR +Brian Dobbins - NCAR +Orhan Eroglu - NCAR +John Fasullo - NCAR +Katelyn FitzGerald - NCAR +Meg Fowler - NCAR +Cecile Hannay - NCAR +Teagan King - NCAR +Shivani Kumar - U Michigan +Hilary Lam - U Michigan +Dave Lawrence - NCAR +Sam Levis - NCAR +Mike Levy - NCAR +Gustavo Marques - NCAR +Christina McCluskey - NCAR +Brian Medeiros - NCAR +Naoki Mizukami - NCAR +Jesse Nusbaumer - NCAR +Keith Oleson - NCAR +Adam Phillips - NCAR +Justin Richling - NCAR +Lev Romashkov - NCAR +Bill Sacks - NCAR +Isla Simpson - NCAR +Gary Strand - NCAR +Kate Thayer-Calder - NCAR +Will Wieder - NCAR +Anissa Zacharias - NCAR +Feng Zhu - NCAR From 5d84be79a8c079009f378f48b4c62f6b88a9df14 Mon Sep 17 00:00:00 2001 From: Teagan King <98482480+TeaganKing@users.noreply.github.com> Date: Thu, 22 Aug 2024 09:54:03 -0600 Subject: [PATCH 50/94] Add github handles to contributors.md --- contributors.md | 68 ++++++++++++++++++++++++------------------------- 1 file changed, 34 insertions(+), 34 deletions(-) diff --git a/contributors.md b/contributors.md index e72ae0a..5199d4d 100644 --- a/contributors.md +++ b/contributors.md @@ -1,35 +1,35 @@ # Alphabetical list of all contributors -Dave Bailey - NCAR -Ingrid Carlson - Carroll College -Dani Coleman - NCAR -Cameron Cummins - U Texas -Katie Dagon - NCAR -Anna-Lena Deppenmeier - NCAR -Brian Dobbins - NCAR -Orhan Eroglu - NCAR -John Fasullo - NCAR -Katelyn FitzGerald - NCAR -Meg Fowler - NCAR -Cecile Hannay - NCAR -Teagan King - NCAR -Shivani Kumar - U Michigan -Hilary Lam - U Michigan -Dave Lawrence - NCAR -Sam Levis - NCAR -Mike Levy - NCAR -Gustavo Marques - NCAR -Christina McCluskey - NCAR -Brian Medeiros - NCAR -Naoki Mizukami - NCAR -Jesse Nusbaumer - NCAR -Keith Oleson - NCAR -Adam Phillips - NCAR -Justin Richling - NCAR -Lev Romashkov - NCAR -Bill Sacks - NCAR -Isla Simpson - NCAR -Gary Strand - NCAR -Kate Thayer-Calder - NCAR -Will Wieder - NCAR -Anissa Zacharias - NCAR -Feng Zhu - NCAR + - Dave Bailey (NCAR), @dabail10 + - Ingrid Carlson (Carroll College) + - Dani Coleman (NCAR), @bitterbark + - Cameron Cummins (U Texas), @AgentOxygen + - Katie Dagon (NCAR), @katiedagon + - Anna-Lena Deppenmeier (NCAR), @ALDepp + - Brian Dobbins (NCAR), @briandobbins + - Orhan Eroglu (NCAR), @erogluorhan + - John Fasullo (NCAR) + - Katelyn FitzGerald (NCAR), @kafitzgerald + - Meg Fowler (NCAR), @megandevlan + - Cecile Hannay (NCAR), @cecilehannay + - Teagan King (NCAR), @TeaganKing + - Shivani Kumar (U Michigan), @shivaniikum + - Hilary Lam (U Michigan) + - Dave Lawrence (NCAR), @dlawrenncar + - Sam Levis (NCAR), @slevis-lmwg + - Mike Levy (NCAR), @mnlevy1981 + - Gustavo Marques (NCAR), @gustavo-marques + - Christina McCluskey (NCAR), @cmcclus + - Brian Medeiros (NCAR), @brianpm + - Naoki Mizukami (NCAR), @nmizukami + - Jesse Nusbaumer (NCAR), @nusbaume + - Keith Oleson (NCAR), @olyson + - Adam Phillips (NCAR), @phillips-ad + - Justin Richling (NCAR), @justin-richling + - Lev Romashkov (NCAR), @rmshkv + - Bill Sacks (NCAR), @billsacks + - Isla Simpson (NCAR), @islasimpson + - Gary Strand (NCAR), @strandwg + - Kate Thayer-Calder (NCAR), @Katetc + - Will Wieder (NCAR), @wwieder + - Anissa Zacharias (NCAR), @anissa111 + - Feng Zhu (NCAR), @fzhu2e From 955dd8219644a92375af4d6956ccee245dbcf365 Mon Sep 17 00:00:00 2001 From: Teagan King <98482480+TeaganKing@users.noreply.github.com> Date: Thu, 22 Aug 2024 10:01:07 -0600 Subject: [PATCH 51/94] Add hyperlinks to contributors.md --- contributors.md | 64 +++++++++++++++++++++++++------------------------ 1 file changed, 33 insertions(+), 31 deletions(-) diff --git a/contributors.md b/contributors.md index 5199d4d..93ce4a1 100644 --- a/contributors.md +++ b/contributors.md @@ -1,35 +1,37 @@ # Alphabetical list of all contributors - - Dave Bailey (NCAR), @dabail10 + - Dave Bailey (NCAR), [@dabail10](https://github.com/dabail10) - Ingrid Carlson (Carroll College) - - Dani Coleman (NCAR), @bitterbark - - Cameron Cummins (U Texas), @AgentOxygen - - Katie Dagon (NCAR), @katiedagon - - Anna-Lena Deppenmeier (NCAR), @ALDepp - - Brian Dobbins (NCAR), @briandobbins - - Orhan Eroglu (NCAR), @erogluorhan + - Dani Coleman (NCAR), [@bitterbark](https://github.com/bitterbark) + - Cameron Cummins (U Texas), [@AgentOxygen](https://github.com/AgentOxygen) + - Katie Dagon (NCAR), [@katiedagon](https://github.com/katiedagon) + - Anna-Lena Deppenmeier (NCAR), [@ALDepp](https://github.com/ALDepp) + - Brian Dobbins (NCAR), [@briandobbins](https://github.com/briandobbins) + - Orhan Eroglu (NCAR), [@erogluorhan](https://github.com/erogluorhan) - John Fasullo (NCAR) - - Katelyn FitzGerald (NCAR), @kafitzgerald - - Meg Fowler (NCAR), @megandevlan - - Cecile Hannay (NCAR), @cecilehannay - - Teagan King (NCAR), @TeaganKing - - Shivani Kumar (U Michigan), @shivaniikum + - Katelyn FitzGerald (NCAR), [@kafitzgerald](https://github.com/kafitzgerald) + - Meg Fowler (NCAR), [@megandevlan](https://github.com/megandevlan) + - Cecile Hannay (NCAR), [@cecilehannay](https://github.com/cecilehannay) + - Teagan King (NCAR), [@TeaganKing](https://github.com/TeaganKing) + - Shivani Kumar (U Michigan), [@shivaniikum](https://github.com/shivaniikum) - Hilary Lam (U Michigan) - - Dave Lawrence (NCAR), @dlawrenncar - - Sam Levis (NCAR), @slevis-lmwg - - Mike Levy (NCAR), @mnlevy1981 - - Gustavo Marques (NCAR), @gustavo-marques - - Christina McCluskey (NCAR), @cmcclus - - Brian Medeiros (NCAR), @brianpm - - Naoki Mizukami (NCAR), @nmizukami - - Jesse Nusbaumer (NCAR), @nusbaume - - Keith Oleson (NCAR), @olyson - - Adam Phillips (NCAR), @phillips-ad - - Justin Richling (NCAR), @justin-richling - - Lev Romashkov (NCAR), @rmshkv - - Bill Sacks (NCAR), @billsacks - - Isla Simpson (NCAR), @islasimpson - - Gary Strand (NCAR), @strandwg - - Kate Thayer-Calder (NCAR), @Katetc - - Will Wieder (NCAR), @wwieder - - Anissa Zacharias (NCAR), @anissa111 - - Feng Zhu (NCAR), @fzhu2e + - Dave Lawrence (NCAR), [@dlawrenncar](https://github.com/dlawrenncar) + - Sam Levis (NCAR), [@slevis-lmwg](https://github.com/slevis-lmwg) + - Mike Levy (NCAR), [@mnlevy1981](https://github.com/mnlevy1981) + - Gustavo Marques (NCAR), [@gustavo-marques](https://github.com/gustavo-marques) + - Christina McCluskey (NCAR), [@cmcclus](https://github.com/cmcclus) + - Brian Medeiros (NCAR), [@brianpm](https://github.com/brianpm) + - Naoki Mizukami (NCAR), [@nmizukami](https://github.com/nmizukami) + - Jesse Nusbaumer (NCAR), [@nusbaume](https://github.com/nusbaume) + - Keith Oleson (NCAR), [@olyson](https://github.com/olyson) + - Adam Phillips (NCAR), [@phillips-ad](https://github.com/phillips-ad) + - Justin Richling (NCAR), [@justin-richling](https://github.com/justin-richling) + - Lev Romashkov (NCAR), [@rmshkv](https://github.com/rmshkv) + - Bill Sacks (NCAR), [@billsacks](https://github.com/billsacks) + - Isla Simpson (NCAR), [@islasimpson](https://github.com/islasimpson) + - Gary Strand (NCAR), [@strandwg](https://github.com/strandwg) + - Kate Thayer-Calder (NCAR), [@Katetc](https://github.com/Katetc) + - Will Wieder (NCAR), [@wwieder](https://github.com/wwieder) + - Anissa Zacharias (NCAR), [@anissa111](https://github.com/anissa111) + - Feng Zhu (NCAR), [@fzhu2e](https://github.com/fzhu2e) + +Note: If you have contributed to the project, please feel free to add yourself to this list. From cf7597990470537d19cb62221a071b61e8ae7cea Mon Sep 17 00:00:00 2001 From: Teagan King <98482480+TeaganKing@users.noreply.github.com> Date: Thu, 22 Aug 2024 10:03:09 -0600 Subject: [PATCH 52/94] add one more github handle... --- contributors.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/contributors.md b/contributors.md index 93ce4a1..510331d 100644 --- a/contributors.md +++ b/contributors.md @@ -1,6 +1,6 @@ # Alphabetical list of all contributors - Dave Bailey (NCAR), [@dabail10](https://github.com/dabail10) - - Ingrid Carlson (Carroll College) + - Ingrid Carlson (Carroll College), [@ingridc2051](https://github.com/ingridc2051) - Dani Coleman (NCAR), [@bitterbark](https://github.com/bitterbark) - Cameron Cummins (U Texas), [@AgentOxygen](https://github.com/AgentOxygen) - Katie Dagon (NCAR), [@katiedagon](https://github.com/katiedagon) From 8beae249f8089a27e42386d0d1b59b544346d322 Mon Sep 17 00:00:00 2001 From: Michael Levy Date: Mon, 26 Aug 2024 16:10:22 -0600 Subject: [PATCH 53/94] Case 104 has 21 more years of data Also fixed a bug in the NMSE plotting --- examples/key_metrics/config.yml | 14 +++++++------- examples/nblibrary/atm/nmse_PSL.ipynb | 2 +- 2 files changed, 8 insertions(+), 8 deletions(-) diff --git a/examples/key_metrics/config.yml b/examples/key_metrics/config.yml index dcc47e8..4465246 100644 --- a/examples/key_metrics/config.yml +++ b/examples/key_metrics/config.yml @@ -46,7 +46,7 @@ global_params: base_case_name: 'b.e23_alpha17f.BLT1850.ne30_t232.092' CESM_output_dir: /glade/campaign/cesm/development/cross-wg/diagnostic_framework/CESM_output_for_testing start_date: '0001-01-01' - end_date: '0045-01-01' + end_date: '0066-01-01' base_end_date: '0101-01-01' lc_kwargs: threads_per_worker: 1 @@ -62,7 +62,7 @@ timeseries: derive_vars: [] hist_str: 'h0a' start_years: [1] - end_years: [44] + end_years: [65] level: 'lev' lnd: @@ -70,7 +70,7 @@ timeseries: derive_vars: [] hist_str: 'h0' start_years: [1] - end_years: [44] + end_years: [65] level: 'lev' ocn: @@ -78,7 +78,7 @@ timeseries: derive_vars: [] hist_str: 'h.z' start_years: [1] - end_years: [44] + end_years: [65] level: 'lev' ice: @@ -86,7 +86,7 @@ timeseries: derive_vars: [] hist_str: 'h' start_years: [1] - end_years: [44] + end_years: [65] level: 'lev' glc: @@ -94,7 +94,7 @@ timeseries: derive_vars: [] hist_str: 'initial_hist' start_years: [1] - end_years: [44] + end_years: [65] level: 'lev' compute_notebooks: @@ -125,7 +125,7 @@ compute_notebooks: none: obs_path: '/glade/u/home/gunterl/obs_diagnostic_cesm/' obs_name: 'GrIS_MARv3.12_climo_1960_1999.nc' - climo_nyears: 20 + climo_nyears: 30 base_climo_nyears: 40 # ice: diff --git a/examples/nblibrary/atm/nmse_PSL.ipynb b/examples/nblibrary/atm/nmse_PSL.ipynb index 4bea30f..b682e38 100644 --- a/examples/nblibrary/atm/nmse_PSL.ipynb +++ b/examples/nblibrary/atm/nmse_PSL.ipynb @@ -351,7 +351,7 @@ "\n", " ax.plot(cmip6.size + 1, cesm3, \"o\", color=\"blue\", label=\"THIS RUN\")\n", " if cesm_baseline is not None:\n", - " ax.plot(cmip6.size + 1, cesm3, \"x\", color=\"red\", label=\"BASELINE\")\n", + " ax.plot(cmip6.size + 1, cesm_baseline, \"x\", color=\"red\", label=\"BASELINE\")\n", "\n", " ax.fill_between(\n", " np.arange(0, cmip6.size + 3, 1) - 0.5,\n", From 4d4dea84a842303e4da905d3a4aa1d1ecfeb962c Mon Sep 17 00:00:00 2001 From: Michael Levy Date: Wed, 28 Aug 2024 14:07:56 -0600 Subject: [PATCH 54/94] Use hide-input and hide-cell tags For key_metrics examples, the hide-input tucks the python code away behind a drop-down menu. There is one cell in the glacier notebook that uses hide-cell instead of hide-input because the output isn't important (printing a message about the number of years used to compute climatology) --- examples/nblibrary/atm/nmse_PSL.ipynb | 51 +++++-- .../nblibrary/glc/LIWG_SMB_diagnostic.ipynb | 139 ++++++++++++++++-- 2 files changed, 165 insertions(+), 25 deletions(-) diff --git a/examples/nblibrary/atm/nmse_PSL.ipynb b/examples/nblibrary/atm/nmse_PSL.ipynb index b682e38..7909c8d 100644 --- a/examples/nblibrary/atm/nmse_PSL.ipynb +++ b/examples/nblibrary/atm/nmse_PSL.ipynb @@ -26,7 +26,9 @@ "slideshow": { "slide_type": "" }, - "tags": [] + "tags": [ + "hide-input" + ] }, "outputs": [], "source": [ @@ -66,7 +68,8 @@ "slide_type": "" }, "tags": [ - "parameters" + "parameters", + "hide-input" ] }, "outputs": [], @@ -88,7 +91,15 @@ "cell_type": "code", "execution_count": null, "id": "9dfe1566-abe3-4b23-a59c-113334a0458f", - "metadata": {}, + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [ + "hide-input" + ] + }, "outputs": [], "source": [ "# Want some base case parameter defaults to equal control case values\n", @@ -124,7 +135,15 @@ "cell_type": "code", "execution_count": null, "id": "7f4132b5-db1f-4ae8-92df-07dd531b650e", - "metadata": {}, + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [ + "hide-input" + ] + }, "outputs": [], "source": [ "def fix_time_dim(dat):\n", @@ -150,7 +169,9 @@ "slideshow": { "slide_type": "" }, - "tags": [] + "tags": [ + "hide-input" + ] }, "outputs": [], "source": [ @@ -199,7 +220,9 @@ "slideshow": { "slide_type": "" }, - "tags": [] + "tags": [ + "hide-input" + ] }, "outputs": [], "source": [ @@ -234,7 +257,9 @@ "slideshow": { "slide_type": "" }, - "tags": [] + "tags": [ + "hide-input" + ] }, "outputs": [], "source": [ @@ -283,7 +308,9 @@ "slideshow": { "slide_type": "" }, - "tags": [] + "tags": [ + "hide-input" + ] }, "outputs": [], "source": [ @@ -330,7 +357,9 @@ "slideshow": { "slide_type": "" }, - "tags": [] + "tags": [ + "hide-input" + ] }, "outputs": [], "source": [ @@ -381,7 +410,9 @@ "slideshow": { "slide_type": "" }, - "tags": [] + "tags": [ + "hide-input" + ] }, "outputs": [], "source": [ diff --git a/examples/nblibrary/glc/LIWG_SMB_diagnostic.ipynb b/examples/nblibrary/glc/LIWG_SMB_diagnostic.ipynb index ed20047..252f234 100644 --- a/examples/nblibrary/glc/LIWG_SMB_diagnostic.ipynb +++ b/examples/nblibrary/glc/LIWG_SMB_diagnostic.ipynb @@ -24,7 +24,15 @@ "cell_type": "code", "execution_count": null, "id": "81bedf90-288c-4cfa-add5-b199ca9bcf72", - "metadata": {}, + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [ + "hide-input" + ] + }, "outputs": [], "source": [ "# Import packages\n", @@ -61,7 +69,8 @@ "slide_type": "" }, "tags": [ - "parameters" + "parameters", + "hide-input" ] }, "outputs": [], @@ -86,7 +95,15 @@ "cell_type": "code", "execution_count": null, "id": "2cd40a4e-95b6-4ce7-9e48-694ef3b9ebac", - "metadata": {}, + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [ + "hide-input" + ] + }, "outputs": [], "source": [ "# Want some base case parameter defaults to equal control case values\n", @@ -105,7 +122,15 @@ "cell_type": "code", "execution_count": null, "id": "cef60ddb-9ff4-4a14-a8ea-0d5740b6c18a", - "metadata": {}, + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [ + "hide-input" + ] + }, "outputs": [], "source": [ "last_year = int(end_date.split(\"-\")[0])\n", @@ -138,7 +163,15 @@ "cell_type": "code", "execution_count": null, "id": "27373d08-084b-4c3f-8c3f-d5c8a445b2dc", - "metadata": {}, + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [ + "hide-input" + ] + }, "outputs": [], "source": [ "## Get grid from initial_hist stream\n", @@ -153,7 +186,15 @@ "cell_type": "code", "execution_count": null, "id": "05eee529-d42f-4872-8cf2-f484ca44bf3f", - "metadata": {}, + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [ + "hide-input" + ] + }, "outputs": [], "source": [ "# Constants\n", @@ -170,7 +211,15 @@ "cell_type": "code", "execution_count": null, "id": "44eda4c4-3c23-450d-83d8-c76204cefdc4", - "metadata": {}, + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [ + "hide-input" + ] + }, "outputs": [], "source": [ "params = {\n", @@ -183,7 +232,13 @@ { "cell_type": "markdown", "id": "68fca423-582b-4179-8771-16250a5f1904", - "metadata": {}, + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, "source": [ "## Make datasets\n", "\n", @@ -196,7 +251,15 @@ "cell_type": "code", "execution_count": null, "id": "bb81be67-98d6-4924-a90e-930d9b2caed8", - "metadata": {}, + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [ + "hide-cell" + ] + }, "outputs": [], "source": [ "# creating the SMB climatology for new case\n", @@ -215,7 +278,15 @@ "cell_type": "code", "execution_count": null, "id": "ac96bb16-7bd8-4d7b-b00b-d315feeb1a5d", - "metadata": {}, + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [ + "hide-input" + ] + }, "outputs": [], "source": [ "# Interpolating the observed data onto the CISM grid\n", @@ -250,7 +321,15 @@ "cell_type": "code", "execution_count": null, "id": "a38682c9-dc87-4d7b-887d-8abbbe8a7265", - "metadata": {}, + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [ + "hide-input" + ] + }, "outputs": [], "source": [ "# Integrated SMB time series\n", @@ -267,7 +346,13 @@ { "cell_type": "markdown", "id": "1641747b-4997-45ad-bf70-981ed97688dd", - "metadata": {}, + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, "source": [ "## Generate plots\n", "\n", @@ -280,7 +365,15 @@ "cell_type": "code", "execution_count": null, "id": "c7973cfe-64e0-47d4-a1b6-73cd9e62fdb2", - "metadata": {}, + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [ + "hide-input" + ] + }, "outputs": [], "source": [ "# Comparing SMB new run vs obs\n", @@ -341,7 +434,15 @@ "cell_type": "code", "execution_count": null, "id": "176594bc-53a1-4934-8210-7aa7d62f5659", - "metadata": {}, + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [ + "hide-input" + ] + }, "outputs": [], "source": [ "# Comparing SMB new run vs base case\n", @@ -401,7 +502,15 @@ "cell_type": "code", "execution_count": null, "id": "01af1cd1-0351-452c-99e7-125546469f69", - "metadata": {}, + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [ + "hide-input" + ] + }, "outputs": [], "source": [ "# Plotting the SMB spatially averaged time series\n", From a3a2c0f5343041820595fc28cf2e99be25c15713 Mon Sep 17 00:00:00 2001 From: Michael Levy Date: Wed, 28 Aug 2024 16:16:03 -0600 Subject: [PATCH 55/94] key_metrics generates time-series for both cases Updated the timeseries block of config.yml to include both case_name and base_case_name; this uncovered a few issues in constructing the arguments for the call to create_time_series() --- cupid/run.py | 61 ++++++++++++++++++++++++++------- examples/key_metrics/config.yml | 32 ++++++++--------- 2 files changed, 63 insertions(+), 30 deletions(-) diff --git a/cupid/run.py b/cupid/run.py index 0686bda..ef45915 100755 --- a/cupid/run.py +++ b/cupid/run.py @@ -111,19 +111,54 @@ def run( for component, comp_bool in component_options.items(): if comp_bool: - # set time series output directory: + # set time series input and output directory: # ----- + if isinstance(timeseries_params["case_name"], list): + ts_input_dirs = [] + for cname in timeseries_params["case_name"]: + ts_input_dirs.append(global_params["CESM_output_dir"]+"/"+cname+f"/{component}/hist/") + else: + ts_input_dirs = [ + global_params["CESM_output_dir"] + "/" + + timeseries_params["case_name"] + f"/{component}/hist/", + ] + if "ts_output_dir" in timeseries_params: - ts_output_dir = os.path.join( - timeseries_params["ts_output_dir"], - f"{component}", "proc", "tseries", - ) + if isinstance(timeseries_params["ts_output_dir"], list): + ts_output_dirs = [] + for ts_outdir in timeseries_params["ts_output_dir"]: + ts_output_dirs.append([ + os.path.join( + ts_outdir, + f"{component}", "proc", "tseries", + ), + ]) + else: + ts_output_dirs = [ + os.path.join( + timeseries_params["ts_output_dir"], + f"{component}", "proc", "tseries", + ), + ] else: - ts_output_dir = os.path.join( - global_params["CESM_output_dir"], - timeseries_params["case_name"], - f"{component}", "proc", "tseries", - ) + if isinstance(timeseries_params["case_name"], list): + ts_output_dirs = [] + for cname in timeseries_params["case_name"]: + ts_output_dirs.append( + os.path.join( + global_params["CESM_output_dir"], + cname, + f"{component}", "proc", "tseries", + ), + ) + else: + ts_output_dirs = [ + os.path.join( + global_params["CESM_output_dir"], + timeseries_params["case_name"], + f"{component}", "proc", "tseries", + ), + ] # ----- # fmt: off @@ -132,10 +167,10 @@ def run( component, timeseries_params[component]["vars"], timeseries_params[component]["derive_vars"], - [timeseries_params["case_name"]], + timeseries_params["case_name"], timeseries_params[component]["hist_str"], - [global_params["CESM_output_dir"]+"/"+timeseries_params["case_name"]+f"/{component}/hist/"], - [ts_output_dir], + ts_input_dirs, + ts_output_dirs, # Note that timeseries output will eventually go in # /glade/derecho/scratch/${USER}/archive/${CASE}/${component}/proc/tseries/ timeseries_params["ts_done"], diff --git a/examples/key_metrics/config.yml b/examples/key_metrics/config.yml index 4465246..879d477 100644 --- a/examples/key_metrics/config.yml +++ b/examples/key_metrics/config.yml @@ -46,55 +46,54 @@ global_params: base_case_name: 'b.e23_alpha17f.BLT1850.ne30_t232.092' CESM_output_dir: /glade/campaign/cesm/development/cross-wg/diagnostic_framework/CESM_output_for_testing start_date: '0001-01-01' - end_date: '0066-01-01' - base_end_date: '0101-01-01' + end_date: '0101-01-01' lc_kwargs: threads_per_worker: 1 timeseries: num_procs: 8 - ts_done: [False] - overwrite_ts: [False] - case_name: 'b.e30_beta02.BLT1850.ne30_t232.104' + ts_done: [False, False] + overwrite_ts: [False, False] + case_name: ['b.e30_beta02.BLT1850.ne30_t232.104', 'b.e23_alpha17f.BLT1850.ne30_t232.092'] atm: vars: ['PSL'] derive_vars: [] hist_str: 'h0a' - start_years: [1] - end_years: [65] + start_years: [1,1] + end_years: [100,100] level: 'lev' lnd: vars: [] derive_vars: [] hist_str: 'h0' - start_years: [1] - end_years: [65] + start_years: [1,1] + end_years: [100,100] level: 'lev' ocn: vars: [] derive_vars: [] hist_str: 'h.z' - start_years: [1] - end_years: [65] + start_years: [1,1] + end_years: [100,100] level: 'lev' ice: vars: [] derive_vars: [] hist_str: 'h' - start_years: [1] - end_years: [65] + start_years: [1,1] + end_years: [100,100] level: 'lev' glc: vars: [] derive_vars: [] hist_str: 'initial_hist' - start_years: [1] - end_years: [65] + start_years: [1,1] + end_years: [100,100] level: 'lev' compute_notebooks: @@ -125,8 +124,7 @@ compute_notebooks: none: obs_path: '/glade/u/home/gunterl/obs_diagnostic_cesm/' obs_name: 'GrIS_MARv3.12_climo_1960_1999.nc' - climo_nyears: 30 - base_climo_nyears: 40 + climo_nyears: 40 # ice: # seaice: From c0ab02ab624ea55d463dbfa5ef1725082b9d9fc1 Mon Sep 17 00:00:00 2001 From: Michael Levy Date: Wed, 28 Aug 2024 16:37:54 -0600 Subject: [PATCH 56/94] Update time axis for glacier plot --- examples/nblibrary/glc/LIWG_SMB_diagnostic.ipynb | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/examples/nblibrary/glc/LIWG_SMB_diagnostic.ipynb b/examples/nblibrary/glc/LIWG_SMB_diagnostic.ipynb index 252f234..5065ebe 100644 --- a/examples/nblibrary/glc/LIWG_SMB_diagnostic.ipynb +++ b/examples/nblibrary/glc/LIWG_SMB_diagnostic.ipynb @@ -527,7 +527,7 @@ " np.arange(base_first_year, base_last_year + 1) + first_year - base_first_year\n", " )\n", " base_nt = len(base_time)\n", - " full_time = np.arange(time[0], max(time[-1], base_time[-1]))\n", + " full_time = np.arange(time[0], max(time[-1], base_time[-1]) + 1)\n", "nt = len(time)\n", "\n", "avg_smb_obs_timeseries = np.zeros(len(full_time))\n", From 184a614d323928a2078c409193c87187e40fb50c Mon Sep 17 00:00:00 2001 From: Teagan King Date: Thu, 29 Aug 2024 13:58:40 -0600 Subject: [PATCH 57/94] initial logging for print statements that we added --- .gitignore | 1 + cupid/clear.py | 6 +++++- cupid/timeseries.py | 34 ++++++++++++++++++---------------- cupid/util.py | 5 ++++- 4 files changed, 28 insertions(+), 18 deletions(-) diff --git a/.gitignore b/.gitignore index eb2e3f2..7cca880 100644 --- a/.gitignore +++ b/.gitignore @@ -2,6 +2,7 @@ **/computed_notebooks/** **/cache_data_path/** **/cache_metadata_path/** +**/cupid.log **/temp_data/** **/ncfiles/** **/test_product.txt diff --git a/cupid/clear.py b/cupid/clear.py index d72d1b7..fa9d34d 100755 --- a/cupid/clear.py +++ b/cupid/clear.py @@ -10,6 +10,7 @@ """ from __future__ import annotations +import logging import os import shutil @@ -17,6 +18,9 @@ import cupid.util +logging.basicConfig(filename='cupid.log', level=logging.DEBUG) #, force=True) +logger = logging.getLogger(__name__) + def read_config_file(config_path): """ @@ -56,4 +60,4 @@ def clear(config_path): run_dir = read_config_file(config_path) # Delete the "computed_notebooks" folder and all the contents inside of it shutil.rmtree(run_dir) - print(f"All contents in {run_dir} have been cleared.") + logger.info(f"All contents in {run_dir} have been cleared.") diff --git a/cupid/timeseries.py b/cupid/timeseries.py index c1748ef..a2785a7 100644 --- a/cupid/timeseries.py +++ b/cupid/timeseries.py @@ -7,6 +7,7 @@ from __future__ import annotations import glob +import logging import multiprocessing as mp import os import subprocess @@ -14,6 +15,7 @@ import xarray as xr +logger = logging.getLogger(__name__) def call_ncrcat(cmd): """This is an internal function to `create_time_series` @@ -80,7 +82,7 @@ def create_time_series( """ # Notify user that script has started: - print(f"\n Generating {component} time series files...") + logger.info(f"\n Generating {component} time series files...") # Loop over cases: for case_idx, case_name in enumerate(case_names): @@ -90,11 +92,11 @@ def create_time_series( "Configuration file indicates time series files have been pre-computed" ) emsg += f" for case '{case_name}'. Will rely on those files directly." - print(emsg) + logger.info(emsg) continue # End if - print(f"\t Processing time series for case '{case_name}' :") + logger.info(f"\t Processing time series for case '{case_name}' :") # Extract start and end year values: start_year = start_years[case_idx] @@ -179,7 +181,7 @@ def create_time_series( wmsg += ( f" transferred beyond the {height_dim} dimension itself." ) - print(wmsg) + logger.warning(wmsg) vert_coord_type = None # End if @@ -190,7 +192,7 @@ def create_time_series( ) wmsg += " so no additional vertical coordinate information will be" wmsg += f" transferred beyond the {height_dim} dimension itself." - print(wmsg) + logger.warning(wmsg) vert_coord_type = None # End if (long name) @@ -223,13 +225,13 @@ def create_time_series( vars_to_derive = [] # create copy of var list that can be modified for derivable variables if diag_var_list == ["process_all"]: - print("generating time series for all variables") + logger.info("generating time series for all variables") # TODO: this does not seem to be working for ocn... diag_var_list = hist_file_var_list for var in diag_var_list: if var not in hist_file_var_list: if component == "ocn": - print( + logger.warning( "ocean vars seem to not be present in all files and thus cause errors", ) continue @@ -244,7 +246,7 @@ def create_time_series( continue msg = f"WARNING: {var} is not in the file {hist_files[0]}." msg += " No time series will be generated." - print(msg) + logger.warning(msg) continue # Check if variable has a height_dim (eg, 'lev') dimension according to first file: @@ -269,7 +271,7 @@ def create_time_series( continue # Notify user of new time series file: - print(f"\t - time series for {var}") + logger.info(f"\t - time series for {var}") # Variable list starts with just the variable ncrcat_var_list = f"{var}" @@ -288,11 +290,11 @@ def create_time_series( if "PS" in hist_file_var_list: ncrcat_var_list = ncrcat_var_list + ",PS" - print("Adding PS to file") + logger.info("Adding PS to file") else: wmsg = "WARNING: PS not found in history file." wmsg += " It might be needed at some point." - print(wmsg) + logger.warning(wmsg) # End if if vert_coord_type == "height": @@ -304,11 +306,11 @@ def create_time_series( # PMID file to each one of those targets separately. -JN if "PMID" in hist_file_var_list: ncrcat_var_list = ncrcat_var_list + ",PMID" - print("Adding PMID to file") + logger.info("Adding PMID to file") else: wmsg = "WARNING: PMID not found in history file." wmsg += " It might be needed at some point." - print(wmsg) + logger.warning(wmsg) # End if PMID # End if height # End if cam @@ -342,7 +344,7 @@ def create_time_series( # End cases loop # Notify user that script has ended: - print(f" ... {component} time series file generation has finished successfully.") + logger.info(f" ... {component} time series file generation has finished successfully.") def derive_cam_variables(vars_to_derive=None, ts_dir=None, overwrite=None): @@ -376,7 +378,7 @@ def derive_cam_variables(vars_to_derive=None, ts_dir=None, overwrite=None): if overwrite: Path(prect_file).unlink() else: - print( + logger.warning( f"[{__name__}] Warning: PRECT file was found and overwrite is False" + "Will use existing file.", ) @@ -410,7 +412,7 @@ def derive_cam_variables(vars_to_derive=None, ts_dir=None, overwrite=None): if overwrite: Path(derived_file).unlink() else: - print( + logger.warning( f"[{__name__}] Warning: RESTOM file was found and overwrite is False." + "Will use existing file.", ) diff --git a/cupid/util.py b/cupid/util.py index 2d5b9cc..f4f6c2e 100644 --- a/cupid/util.py +++ b/cupid/util.py @@ -15,6 +15,7 @@ """ from __future__ import annotations +import logging import os import sys import warnings @@ -27,6 +28,8 @@ from jinja2 import Template from papermill.engines import NBClientEngine +logger = logging.getLogger(__name__) + class MarkdownJinjaEngine(NBClientEngine): """Class for using the Jinja Engine to run notebooks""" @@ -50,7 +53,7 @@ def get_control_dict(config_path): with open(config_path) as fid: control = yaml.safe_load(fid) except FileNotFoundError: - print(f"ERROR: {config_path} not found") + logger.error(f"ERROR: {config_path} not found") sys.exit(1) default_kernel_name = control["computation_config"].pop("default_kernel_name", None) From b83d8a1d20744955a2f4a2eb9a6dd0a8e17a8e2a Mon Sep 17 00:00:00 2001 From: Teagan King Date: Thu, 29 Aug 2024 14:01:05 -0600 Subject: [PATCH 58/94] pre commits --- cupid/clear.py | 2 +- cupid/timeseries.py | 5 ++++- 2 files changed, 5 insertions(+), 2 deletions(-) diff --git a/cupid/clear.py b/cupid/clear.py index fa9d34d..a0edc6c 100755 --- a/cupid/clear.py +++ b/cupid/clear.py @@ -18,7 +18,7 @@ import cupid.util -logging.basicConfig(filename='cupid.log', level=logging.DEBUG) #, force=True) +logging.basicConfig(filename="cupid.log", level=logging.DEBUG) # , force=True) logger = logging.getLogger(__name__) diff --git a/cupid/timeseries.py b/cupid/timeseries.py index a2785a7..0d3b167 100644 --- a/cupid/timeseries.py +++ b/cupid/timeseries.py @@ -17,6 +17,7 @@ logger = logging.getLogger(__name__) + def call_ncrcat(cmd): """This is an internal function to `create_time_series` It just wraps the subprocess.call() function, so it can be @@ -344,7 +345,9 @@ def create_time_series( # End cases loop # Notify user that script has ended: - logger.info(f" ... {component} time series file generation has finished successfully.") + logger.info( + f" ... {component} time series file generation has finished successfully.", + ) def derive_cam_variables(vars_to_derive=None, ts_dir=None, overwrite=None): From c42f4fcf383e41c0e2f104320ad9ceb8af4fc14f Mon Sep 17 00:00:00 2001 From: Teagan King Date: Thu, 29 Aug 2024 14:34:27 -0600 Subject: [PATCH 59/94] formatting --- .gitignore | 2 +- cupid/clear.py | 6 +++++- cupid/timeseries.py | 5 +++++ cupid/util.py | 5 +++++ 4 files changed, 16 insertions(+), 2 deletions(-) diff --git a/.gitignore b/.gitignore index 7cca880..383a459 100644 --- a/.gitignore +++ b/.gitignore @@ -2,7 +2,7 @@ **/computed_notebooks/** **/cache_data_path/** **/cache_metadata_path/** -**/cupid.log +**/cupid.log* **/temp_data/** **/ncfiles/** **/test_product.txt diff --git a/cupid/clear.py b/cupid/clear.py index a0edc6c..8c78b4a 100755 --- a/cupid/clear.py +++ b/cupid/clear.py @@ -13,12 +13,16 @@ import logging import os import shutil +from datetime import datetime import click import cupid.util -logging.basicConfig(filename="cupid.log", level=logging.DEBUG) # , force=True) +logging.basicConfig( + filename="cupid.log.{}".format(datetime.now().strftime("%Y%m%d%H%M%S")), + level=logging.DEBUG, +) logger = logging.getLogger(__name__) diff --git a/cupid/timeseries.py b/cupid/timeseries.py index 0d3b167..1a610d8 100644 --- a/cupid/timeseries.py +++ b/cupid/timeseries.py @@ -11,10 +11,15 @@ import multiprocessing as mp import os import subprocess +from datetime import datetime from pathlib import Path import xarray as xr +logging.basicConfig( + filename="cupid.log.{}".format(datetime.now().strftime("%Y%m%d%H%M%S")), + level=logging.DEBUG, +) logger = logging.getLogger(__name__) diff --git a/cupid/util.py b/cupid/util.py index f4f6c2e..e592357 100644 --- a/cupid/util.py +++ b/cupid/util.py @@ -19,6 +19,7 @@ import os import sys import warnings +from datetime import datetime from pathlib import Path import jupyter_client @@ -28,6 +29,10 @@ from jinja2 import Template from papermill.engines import NBClientEngine +logging.basicConfig( + filename="cupid.log.{}".format(datetime.now().strftime("%Y%m%d%H%M%S")), + level=logging.DEBUG, +) logger = logging.getLogger(__name__) From 354d4ce4abe6172be8c86e18bfa46de42dc3a2c8 Mon Sep 17 00:00:00 2001 From: Teagan Date: Wed, 4 Sep 2024 12:02:35 -0600 Subject: [PATCH 60/94] initial implementation of config file documentation --- docs/config.md | 24 ++++++++++++++++++++++++ docs/config.rst | 2 ++ docs/index.rst | 1 + images/config_1.png | Bin 0 -> 252444 bytes images/config_2.png | Bin 0 -> 234886 bytes images/config_3.png | Bin 0 -> 197382 bytes images/config_4.png | Bin 0 -> 164920 bytes images/config_5.png | Bin 0 -> 215251 bytes 8 files changed, 27 insertions(+) create mode 100644 docs/config.md create mode 100644 docs/config.rst create mode 100644 images/config_1.png create mode 100644 images/config_2.png create mode 100644 images/config_3.png create mode 100644 images/config_4.png create mode 100644 images/config_5.png diff --git a/docs/config.md b/docs/config.md new file mode 100644 index 0000000..4d10972 --- /dev/null +++ b/docs/config.md @@ -0,0 +1,24 @@ +# CUPiD Configuration File + +### This page describes the fields in the configuration file that might commonly be edited. + +# CUPiD Config 1 +This section describes general data sources and expected directory structure for running CUPiD. +`sname`: nickname for this configuration as a string. This will be used as the name of the folder your computed notebooks are put in + +# CUPiD Config 2 +This section supplies the default kernel for running CUPiD. This should usually be `cupid-analysis`. If a contributor wants to include additional packages, please create an issue describing the packages you'd like to add to this conda environment. + +# CUPiD Config 3 +This section of the configuration file describes 1) global parameters that are applicable to all notebooks and 2) timeseries-related parameters specific to each component. +`CESM_output_dir`: directory where output from CESM is located. +`case_name`: name of CESM case; this should also be a subdirectory of `CESM_output_dir`. +`vars` for various components: variables which CUPiD will expect to find for various components and then make timeseries for. + +# CUPiD Config 4 +This section of the configuration file describes the notebooks that will be computed as well as any parameters specific to those notebooks. +`adf_quick_run`: This is the name of a notebook which is added to the atmospheric component diagnostics. +`adf_path`, `config_path`, `config_fil_str`, etc: These are parameters specific to the `adf_quick_run` notebook. If a contributor wants to include additional parameters specific to a notebook, we recommend following a similar format and changing variables names to represent the relevant quantities. + +# CUPiD Config 5 +This section describes the Juptyter Book configuration to display the output of the CUPiD diagnostics. Please include your notebook name within the files under `chapters`. diff --git a/docs/config.rst b/docs/config.rst new file mode 100644 index 0000000..8f01d31 --- /dev/null +++ b/docs/config.rst @@ -0,0 +1,2 @@ +.. include:: config.md + :parser: myst diff --git a/docs/index.rst b/docs/index.rst index 0f8629b..0d31370 100644 --- a/docs/index.rst +++ b/docs/index.rst @@ -6,6 +6,7 @@ CUPiD Documentation :hidden: Adding Notebooks + Configuration File Tips and Tricks for NCAR Machines .. include:: README.md diff --git a/images/config_1.png b/images/config_1.png new file mode 100644 index 0000000000000000000000000000000000000000..01bee159ff1bf5250378e0e691f7452a208ddad8 GIT binary patch literal 252444 zcmd42bzECdv@Z$;3IU1~FD?zGxCaZxrC3Xm;t;f0Ah;KT6)o-*iWDcfyB3Gy8oao> zJbve#d(Q8^`|kg5J~NrMXVzM?_pF`Ctog2ls;S7mz6ck)>D=8^81t}>yHAj1MD;qNu6#3A2Elh3oe$ouxnCN$wsOUNHC3Hd- z)ExNeGkH$`h-h@I*In<_5R75ir5GfH3;hOe{X^c}vJhd?v$j*-*ybZYc9Q z^jcoHUG^Qm+ZwEg4WRsRiD7(cmbHUoigVgECgF1i2vun8K0LdopZxicvI^WdS-O2`;1yV2^SWy(;QbmGZpiHtx=WoF#egu6H?~0Vnc!%Zp zirVCGZ;y(mtDituik7hJqqppDd|@l!2_=fDb?A5y!i$4P{e*1&TLp;sam4Y?eqcBT zx4Rs!{92!iianjTcz%B{O^rqKYn^J+OBz%Ju!|O5G+Dgs&1?OaRLqxhFY4;qw0VD^ zAsD09Xt5EfU0*wjkGL>0W8Pw!O5ti@2}?!yMh0q=t#;on_>l*W03B4S7)a-$-EEx4oAGTmUBxIB`#6cOlmWt8JEnz6ve}qh1K*zt3Fio*j<7k9v_XjcL8%XnNgQZ=`i4 zX}%DRC+;daGpgt2^@wu4fS_sN;*iZcm5AFSW2X&Mm;U@6+jk)@lZ0tQncii1DC$Fa z_uA=-f86d`L3UH0wtI$~#B*k*j~Vza&)}$}N0?4@U)eF%{c!0l53TnCv`#YKwV|3s zKfh`-Xvd9^k3Ppjaz7{b6Q^GdSU@`XR2YE!g72n{HGQfu3o4epW}>ua{Hezo>TMJy(g{*pz?60Q%J%+yZPnYe%&JF$0NR6~j;K9(*?z{p7Sr8Kxx%@^ z2HYZf>wAdzdVL=5bSnSCDa>mMe{!oGwmp(DW3q?hf+rHF-xg^S;TM_SmQpUTmqd(T zR?1v4$xqC#lb{OxLwLuyG@2f-$uo@@Mob@vHE~9XOWj01FQyt(LeQ~`MGeCZ(ZT8L z>%!sLB0|DKXms~2eTIhi*`~`cr1SShYLDk5hjnG5>h@9KRRIcW6(PV~)v z*6T#yvfln8{Su;+{qw`~-_lZJ+D<$vK`K%>qYO?II$x)LG>$$$BlZ9^e|5>`97V-7 z`kjPl?mr8`4G)wtQqX=2?AbJVtu3S(FbNqt0vmP;Bfxu%DqU6}>e^sd5P4K*{S}`V zM+1osBp4 zZTop=QjvI&nPFbmYC}sZYI2&Xz!A zyL~WWp@_qX!&VgAz}*0EL{wB%6jU@i##Ov?Z*dGfG1xf$t^b==gHOXoL;G#)C#JUp zpK6NIKGpv`2~y0}`RHAs@JDoq=L`Ee-#Ptxz+2@>iTIM=>goA9xpO}}G|qEheIAmG zC=ie-c~_#h?>A>w4R)?*$Q6E{{u8X#tax93!+wtXBBh5s0xQBMBKMUDKZoU+WeguX zKN_EVicE?wpQ<%D&zO(*Raj3hdyZ{xdX}>_VRdoUj1GlPu1;h1T=h*ge|38GTD66x zmKE*9!Jl>~Hs=}P&%y)F7rP68uK7Bk=rDBOt{B2|#?nZ)GLetdT8U-4*^P3SK?lrY z4F-M&c}t4Tvdx$`buA@6aSu-SFK#T(Ze_njoKf{tf97#~>}!1f>uZTbRXbY%`*Yjp zXhE_;5jJr!}efpUhZmR znvpiCn9W&SuPlhSO0&xPOEZCKPRtwhxp4MNC26G(403wBSvj;jc&HQ2PEPul)S7+x zb5m_qg;Kem>8#}}B-gsT=52XlWrMwP^#vlsTp!}S7-ZR5-e2|E9@b4-?Tk>aEvaa> z37)H;1ME%BJBKrbJJPmz z_9!g)BgO4@>v|3H45-S64APgJ4owf0m(syNFjeNOOt}{G7SUzfmXRcZLEKG_&G+JR z;)rGX)=M`0DXJ+2-$C)d)~;5ucf52QKX_J*e^?pm80j1NM!z2|{t?>_Um0DAZ?ByR zvf*e zWL1-Rksq^tvgr^kp>f2SRqR$qCT(5(M2*b#N^diqU=@?=6tSF2W0^7h8#AA(3(^WO zV*vetev#N#CT)cl+r^$>#Y<^Of11MS($qS%H|9fmPAC$AtIz zz{D*&n?&x4hAgzFC;T#*FnOLAv+`xdg(<5Uvjr{b7i`|Z5+PY3UPobRmu!;{TYOPg z)_Lb)Qr+{8-xvDpmECoYA;}6pf;~$MZ?#|G7`OL8_s)nl4>rFQ+{oDMP z&5@OLl{)6Bg9coU)_Abt&HBEDxO(=}!A+8(-3(ej-`;1x{Rc5x$%IK0NLuuh%FFBf z$}N4y)(ri93RpGSNy(OV*6S_TOuP_A4!1Fg_fzcGnjNh5+B@1h1~+Cbu7A4?d+&6P zcULO@nC%bfC)#UE=+Wyrz;Z`^Q=7dq!!V1|iZGlkPibi|J)h@SpVoWh%CTIRP@!2- zQ^`=AZIyoAK(gENDNk$Z*GbWwx~*Ds&dt5Y(oGSim*5|Jz6I@u;|XAU-h66+fZ!kP zsW^LjyZ+@9C+oW@SSzmq zkBiFZ7w4&$+j}gFI2Vc+;N`@o!_9}$dv;86%pH6ks$#IT$ft2XzCoL9dnNll8%3KP z5S3$H?ri1tC}A+;d{hcmiEy5`&9%etmCJJL%I8-ha9c6UtDeN>-Jpg|9-oT z-;8vi?k&5~6LTJVoSWU<+fB5CFK^dTxSn2=DAWqupW0n6^f#RD*gY(cTy8EiFL1j5 zc=&Ob)!vyRZu2lR@psO>c%Zdt|HI%<w+L(zWklibE_mUF9X-ZhJAF%>a6Pc+Xm z(afu++raJat(H}B{)b{8tNW7`!xrD_bJgubpVvP8R~~;Un+4~WgP3$DJLR$uFG*WL!q1_UrfCNbWUv>8dMtE0L#Q=@!g zK;f$s|EUyr_-Go`cUjDX{y>y)NNBc+{Z8!8H)>A# z)7}hHph_!tpEXw&e(R@0W1*mVH!7Q~5{c zKWns@AQa4}tCvs3?Z>nK#f^dc1MPp&Xa-MxC=%*Y3JOoPI>gb;%noL0?-U@NMf=nM zfXaV{p`ehy{->ZSd}KO$(m!qWN!v+VSxFdTZ_8n9YHwo3;bsf{M-PgqoA489YvyE3 z=VohT2NQM^WB3ma;V1f^W=;mW|6p;l7Guy>R-==$cQm6D;NarmVgO^)(b0)InwkrL zl$QN3@uw>>21_R=s4yp|tE(%AD=&w=qXj3okdP237Y`>75Bn1bJIvkA$=HqE4#xPO zO8%D~X)_qa(F*EhWp79Kk6vRFduJyx28MqI`tS6g_i5&4^*}{XMbOQg6z5Z+5e|P?upeW}*kN&Tz_|JL%kJhJ&24jnI{?8h9pAP~M>^NK1TjL)}Zq{6Qj9Q;MVZ zPK}A>*LoT;y2LvPo|ovnbXdtre-{~JQ3Yo2;$WfI@^MbXT+`ubkoow6H0)-DIFx-2!hER|jEpVl1PQw#u@ zNpY@ExA24UsIgPQw`_aMkNe-FpbwBpq0PSKSn(^Nni-*SZ-HyUd#(S&o-2>fzxq

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Carlson This is the script that generates a CUPiD config file based on an existing yaml file. I'm committing it as it was in Ingrid's cesm2_3_beta17 sandbox, for use with CUPiD at hash b402eba; I think it will need to be updated for more recent versions. --- cesm_scripts/generate_cupid_config_file.py | 37 ++++++++++++++++++++++ 1 file changed, 37 insertions(+) create mode 100755 cesm_scripts/generate_cupid_config_file.py diff --git a/cesm_scripts/generate_cupid_config_file.py b/cesm_scripts/generate_cupid_config_file.py new file mode 100755 index 0000000..fb4760f --- /dev/null +++ b/cesm_scripts/generate_cupid_config_file.py @@ -0,0 +1,37 @@ +#!/usr/bin/env python3 + +#import packages +import yaml +from standard_script_setup import * +import os +from CIME.case import Case + +#Create variable for the caseroot environment variable +caseroot = os.getcwd() +#Open the config.yml file and create a dictionary with safe_load from the yaml package +with open('config_template.yml') as f: + my_dict = yaml.safe_load(f) + +# get environment cesm case variables +with Case(caseroot, read_only=False, record=True) as case: + cime_case = case.get_value('CASE') + #create variable to access cesm_output_dir + outdir = case.get_value('DOUT_S_ROOT') + +my_dict['global_params']['case_name'] = cime_case +my_dict['timeseries']['case_name'] = cime_case + +#create variable user to access the user environment variable +user = os.environ['USER'] +#replace USER with the environment variable +#my_dict['data_sources']['nb_path_root'] = f'/glade/u/home/{user}/CUPiD/examples/nblibrary' + +#replace with environment variable +my_dict['global_params']['CESM_output_dir'] = outdir + +#create new file, make it writeable +with open('config.yml', "w") as f: + #write a comment + f.write("# sample comment\n") + #enter in each element of the dictionary into the new file + yaml.dump(my_dict, f) \ No newline at end of file From 2b3687430173f23cdff5d476543c6181c0a9818a Mon Sep 17 00:00:00 2001 From: Michael Levy Date: Sat, 7 Sep 2024 09:34:16 -0600 Subject: [PATCH 72/94] Clean-up to pass pre-commit checks --- cesm_scripts/generate_cupid_config_file.py | 45 +++++++++++----------- 1 file changed, 23 insertions(+), 22 deletions(-) diff --git a/cesm_scripts/generate_cupid_config_file.py b/cesm_scripts/generate_cupid_config_file.py index fb4760f..8dd3c46 100755 --- a/cesm_scripts/generate_cupid_config_file.py +++ b/cesm_scripts/generate_cupid_config_file.py @@ -1,37 +1,38 @@ #!/usr/bin/env python3 +from __future__ import annotations -#import packages -import yaml -from standard_script_setup import * import os + +import yaml from CIME.case import Case +from standard_script_setup import * # noqa: F401,F403 -#Create variable for the caseroot environment variable +# Create variable for the caseroot environment variable caseroot = os.getcwd() -#Open the config.yml file and create a dictionary with safe_load from the yaml package -with open('config_template.yml') as f: +# Open the config.yml file and create a dictionary with safe_load from the yaml package +with open("config_template.yml") as f: my_dict = yaml.safe_load(f) # get environment cesm case variables with Case(caseroot, read_only=False, record=True) as case: - cime_case = case.get_value('CASE') - #create variable to access cesm_output_dir - outdir = case.get_value('DOUT_S_ROOT') + cime_case = case.get_value("CASE") + # create variable to access cesm_output_dir + outdir = case.get_value("DOUT_S_ROOT") -my_dict['global_params']['case_name'] = cime_case -my_dict['timeseries']['case_name'] = cime_case +my_dict["global_params"]["case_name"] = cime_case +my_dict["timeseries"]["case_name"] = cime_case -#create variable user to access the user environment variable -user = os.environ['USER'] -#replace USER with the environment variable -#my_dict['data_sources']['nb_path_root'] = f'/glade/u/home/{user}/CUPiD/examples/nblibrary' +# create variable user to access the user environment variable +user = os.environ["USER"] +# replace USER with the environment variable +# my_dict['data_sources']['nb_path_root'] = f'/glade/u/home/{user}/CUPiD/examples/nblibrary' -#replace with environment variable -my_dict['global_params']['CESM_output_dir'] = outdir +# replace with environment variable +my_dict["global_params"]["CESM_output_dir"] = outdir -#create new file, make it writeable -with open('config.yml', "w") as f: - #write a comment +# create new file, make it writeable +with open("config.yml", "w") as f: + # write a comment f.write("# sample comment\n") - #enter in each element of the dictionary into the new file - yaml.dump(my_dict, f) \ No newline at end of file + # enter in each element of the dictionary into the new file + yaml.dump(my_dict, f) From 97fd4d42da292c54250d57a47a6c6a04532abb81 Mon Sep 17 00:00:00 2001 From: Michael Levy Date: Sun, 8 Sep 2024 12:32:22 -0600 Subject: [PATCH 73/94] Pass commandline arguments instead of using CIME generate_cupid_config_file.py now relies on argparse to get a handful of commandline arguments instead of importing some CIME functions and determining these values on the fly (it'll be easy to set all these arguments when creating the template) --- cesm_scripts/generate_cupid_config_file.py | 93 ++++++++++++++-------- 1 file changed, 61 insertions(+), 32 deletions(-) diff --git a/cesm_scripts/generate_cupid_config_file.py b/cesm_scripts/generate_cupid_config_file.py index 8dd3c46..0a5d433 100755 --- a/cesm_scripts/generate_cupid_config_file.py +++ b/cesm_scripts/generate_cupid_config_file.py @@ -1,38 +1,67 @@ #!/usr/bin/env python3 from __future__ import annotations +import argparse import os import yaml -from CIME.case import Case -from standard_script_setup import * # noqa: F401,F403 - -# Create variable for the caseroot environment variable -caseroot = os.getcwd() -# Open the config.yml file and create a dictionary with safe_load from the yaml package -with open("config_template.yml") as f: - my_dict = yaml.safe_load(f) - -# get environment cesm case variables -with Case(caseroot, read_only=False, record=True) as case: - cime_case = case.get_value("CASE") - # create variable to access cesm_output_dir - outdir = case.get_value("DOUT_S_ROOT") - -my_dict["global_params"]["case_name"] = cime_case -my_dict["timeseries"]["case_name"] = cime_case - -# create variable user to access the user environment variable -user = os.environ["USER"] -# replace USER with the environment variable -# my_dict['data_sources']['nb_path_root'] = f'/glade/u/home/{user}/CUPiD/examples/nblibrary' - -# replace with environment variable -my_dict["global_params"]["CESM_output_dir"] = outdir - -# create new file, make it writeable -with open("config.yml", "w") as f: - # write a comment - f.write("# sample comment\n") - # enter in each element of the dictionary into the new file - yaml.dump(my_dict, f) + + +def _parse_args(): + """Parse command line arguments""" + + parser = argparse.ArgumentParser( + description="Generate config.yml based on an existing CUPID example", + formatter_class=argparse.ArgumentDefaultsHelpFormatter, + ) + + # Command line argument for name of case (required) + parser.add_argument("--case", action="store", dest="case", help="Name of CESM case") + + # Command line argument for name of case (required) + parser.add_argument( + "--cesm-output-dir", + action="store", + dest="cesm_output_dir", + help="Location of CESM history files (short-term archive)", + ) + + parser.add_argument( + "--cupid-root", + action="store", + dest="cupid_root", + help="Location of CUPiD in file system", + ) + + parser.add_argument( + "--cupid-example", + action="store", + dest="cupid_example", + default="key_metrics", + help="CUPiD example to use as template for config.yml", + ) + + return parser.parse_args() + + +def generate_cupid_config(case, cesm_output_dir, cupid_root, cupid_example): + with open(os.path.join(cupid_root, "examples", cupid_example, "config.yml")) as f: + my_dict = yaml.safe_load(f) + + my_dict["global_params"]["case_name"] = case + my_dict["timeseries"]["case_name"] = case + + # replace with environment variable + my_dict["global_params"]["CESM_output_dir"] = cesm_output_dir + + # create new file, make it writeable + with open("config.yml", "w") as f: + # write a comment + f.write("# sample comment\n") + # enter in each element of the dictionary into the new file + yaml.dump(my_dict, f, sort_keys=False) + + +if __name__ == "__main__": + args = vars(_parse_args()) + generate_cupid_config(**args) From a40ef5de3addff90c227167ca1a8243a67957ba1 Mon Sep 17 00:00:00 2001 From: Michael Levy Date: Mon, 9 Sep 2024 16:49:24 -0600 Subject: [PATCH 74/94] Rename script and directory --- .../generate_cupid_config_for_cesm_case.py | 0 1 file changed, 0 insertions(+), 0 deletions(-) rename cesm_scripts/generate_cupid_config_file.py => helper_scripts/generate_cupid_config_for_cesm_case.py (100%) diff --git a/cesm_scripts/generate_cupid_config_file.py b/helper_scripts/generate_cupid_config_for_cesm_case.py similarity index 100% rename from cesm_scripts/generate_cupid_config_file.py rename to helper_scripts/generate_cupid_config_for_cesm_case.py From 18426491fd6b0fd2783a2d6af930b8ad5db08b75 Mon Sep 17 00:00:00 2001 From: Michael Levy Date: Mon, 9 Sep 2024 17:08:53 -0600 Subject: [PATCH 75/94] Clean up based on review 1. Only required command line argument is cesm root directory; also allows optional arguments for case directory (default is current dir) and cupid example (default is key_metrics) 2. Now gets case name and short-term archive directory from CESM Case class 3. Cleaned up comment inserted at top of config.yml --- .../generate_cupid_config_for_cesm_case.py | 44 ++++++++++++------- 1 file changed, 27 insertions(+), 17 deletions(-) diff --git a/helper_scripts/generate_cupid_config_for_cesm_case.py b/helper_scripts/generate_cupid_config_for_cesm_case.py index 0a5d433..a2fbb41 100755 --- a/helper_scripts/generate_cupid_config_for_cesm_case.py +++ b/helper_scripts/generate_cupid_config_for_cesm_case.py @@ -3,6 +3,7 @@ import argparse import os +import sys import yaml @@ -15,24 +16,15 @@ def _parse_args(): formatter_class=argparse.ArgumentDefaultsHelpFormatter, ) - # Command line argument for name of case (required) - parser.add_argument("--case", action="store", dest="case", help="Name of CESM case") - - # Command line argument for name of case (required) - parser.add_argument( - "--cesm-output-dir", - action="store", - dest="cesm_output_dir", - help="Location of CESM history files (short-term archive)", - ) - + # Command line argument for location of CESM source code (required) parser.add_argument( - "--cupid-root", + "--cesm-root", action="store", - dest="cupid_root", - help="Location of CUPiD in file system", + dest="cesm_root", + help="Location of CESM source code", ) + # Command line argument for CUPiD example from which to get config.yml parser.add_argument( "--cupid-example", action="store", @@ -41,10 +33,27 @@ def _parse_args(): help="CUPiD example to use as template for config.yml", ) + # Command line argument location of CESM case directory + parser.add_argument( + "--case-root", + action="store", + dest="case_root", + default=os.getcwd(), + help="CESM case directory", + ) + return parser.parse_args() -def generate_cupid_config(case, cesm_output_dir, cupid_root, cupid_example): +def generate_cupid_config(case_root, cesm_root, cupid_example): + sys.path.append(os.path.join(cesm_root, "cime")) + from CIME.case import Case + + with Case(case_root, read_only=False, record=True) as cesm_case: + case = cesm_case.get_value("CASE") + dout_s_root = cesm_case.get_value("DOUT_S_ROOT") + cupid_root = os.path.join(cesm_root, "tools", "CUPiD") + with open(os.path.join(cupid_root, "examples", cupid_example, "config.yml")) as f: my_dict = yaml.safe_load(f) @@ -52,12 +61,13 @@ def generate_cupid_config(case, cesm_output_dir, cupid_root, cupid_example): my_dict["timeseries"]["case_name"] = case # replace with environment variable - my_dict["global_params"]["CESM_output_dir"] = cesm_output_dir + my_dict["global_params"]["CESM_output_dir"] = dout_s_root # create new file, make it writeable with open("config.yml", "w") as f: # write a comment - f.write("# sample comment\n") + f.write(f"# This file has been auto-generated for use with {case}\n") + f.write(f"# It is based off of examples/{cupid_example}/config.yml\n") # enter in each element of the dictionary into the new file yaml.dump(my_dict, f, sort_keys=False) From 673b00943658ad4e7875cf4e4f0c81ba7395a74f Mon Sep 17 00:00:00 2001 From: Teagan Date: Tue, 10 Sep 2024 15:12:48 -0600 Subject: [PATCH 76/94] fix for configuration file documentation images --- docs/conf.py | 12 +++++++++++- docs/config.md | 10 +++++----- 2 files changed, 16 insertions(+), 6 deletions(-) diff --git a/docs/conf.py b/docs/conf.py index 27aa2a8..7fc2ca2 100644 --- a/docs/conf.py +++ b/docs/conf.py @@ -18,7 +18,7 @@ print("sys.path:", sys.path) -# Copy README and NCAR_tips into docs +# Copy README, NCAR_tips, and contributors into docs # This block allows us to remove the header image from any md files # without affecting the original version, but still pull the source # into the docs build fresh each time. @@ -35,6 +35,16 @@ with open(file, "w") as f: f.write(file1 + file_rest) +# Copy images into ${CUPID}/docs/_static/images/ +for file in [ + "config_1.png", + "config_2.png", + "config_3.png", + "config_4.png", + "config_5.png", +]: + os.system(f"cp ../images/{file} ../docs/_static/images/") + # -- Project information ----------------------------------------------------- project = "CUPiD" diff --git a/docs/config.md b/docs/config.md index c55b566..dc9810d 100644 --- a/docs/config.md +++ b/docs/config.md @@ -2,16 +2,16 @@ This page describes the fields in the configuration file that might commonly be edited. -CUPiD Config 1 +CUPiD Config 1 The data sources section of the configuration file describes general data sources and expected directory structure for running CUPiD. `sname`: nickname for this configuration as a string. This will be used as the name of the folder your computed notebooks are put in -CUPiD Config 2 +CUPiD Config 2 The computation config section of the configuration file supplies the default kernel for running CUPiD. This should usually be `cupid-analysis`. If a contributor wants to include additional packages, please create an issue describing the packages you'd like to add to this conda environment. -CUPiD Config 3 +CUPiD Config 3 The above section of the configuration file describes 1) global parameters that are applicable to all notebooks and 2) timeseries-related parameters specific to each component. `case_name`: name of CESM case; this should also be a subdirectory of `CESM_output_dir`. @@ -24,12 +24,12 @@ The above section of the configuration file describes 1) global parameters that `vars` for various components: variables which CUPiD will expect to find for various components and then make timeseries for. -CUPiD Config 4 +CUPiD Config 4 The compute notebooks section of the configuration file describes the notebooks that will be computed as well as any parameters specific to those notebooks. `nmse_PSL`: This is the name of a notebook which is added to the atmospheric component diagnostics. `regridded_output`, `base_regridded_output`, `validation_path`, etc: These are parameters specific to the `nmse_PSL` notebook. If a contributor wants to include additional parameters specific to a notebook, we recommend following a similar format and changing variables names to represent the relevant quantities. -CUPiD Config 5 +CUPiD Config 5 The Jupyter Book Table of Contents section of the configuration file describes the Juptyter Book configuration to display the output of the CUPiD diagnostics. Please include your notebook name within the files under `chapters`. From 7b1ec075b5653ca547ebe3e49abdbca0979fabf3 Mon Sep 17 00:00:00 2001 From: Teagan Date: Tue, 10 Sep 2024 15:54:04 -0600 Subject: [PATCH 77/94] move images to docs/_static/images/config --- {images => docs/_static/images/config}/config_1.png | Bin {images => docs/_static/images/config}/config_2.png | Bin {images => docs/_static/images/config}/config_3.png | Bin {images => docs/_static/images/config}/config_4.png | Bin {images => docs/_static/images/config}/config_5.png | Bin docs/conf.py | 10 ---------- docs/config.md | 10 +++++----- 7 files changed, 5 insertions(+), 15 deletions(-) rename {images => docs/_static/images/config}/config_1.png (100%) rename {images => docs/_static/images/config}/config_2.png (100%) rename {images => docs/_static/images/config}/config_3.png (100%) rename {images => docs/_static/images/config}/config_4.png (100%) rename {images => docs/_static/images/config}/config_5.png (100%) diff --git a/images/config_1.png b/docs/_static/images/config/config_1.png similarity index 100% rename from images/config_1.png rename to docs/_static/images/config/config_1.png diff --git a/images/config_2.png b/docs/_static/images/config/config_2.png similarity index 100% rename from images/config_2.png rename to docs/_static/images/config/config_2.png diff --git a/images/config_3.png b/docs/_static/images/config/config_3.png similarity index 100% rename from images/config_3.png rename to docs/_static/images/config/config_3.png diff --git a/images/config_4.png b/docs/_static/images/config/config_4.png similarity index 100% rename from images/config_4.png rename to docs/_static/images/config/config_4.png diff --git a/images/config_5.png b/docs/_static/images/config/config_5.png similarity index 100% rename from images/config_5.png rename to docs/_static/images/config/config_5.png diff --git a/docs/conf.py b/docs/conf.py index 7fc2ca2..c427523 100644 --- a/docs/conf.py +++ b/docs/conf.py @@ -35,16 +35,6 @@ with open(file, "w") as f: f.write(file1 + file_rest) -# Copy images into ${CUPID}/docs/_static/images/ -for file in [ - "config_1.png", - "config_2.png", - "config_3.png", - "config_4.png", - "config_5.png", -]: - os.system(f"cp ../images/{file} ../docs/_static/images/") - # -- Project information ----------------------------------------------------- project = "CUPiD" diff --git a/docs/config.md b/docs/config.md index dc9810d..07290f5 100644 --- a/docs/config.md +++ b/docs/config.md @@ -2,16 +2,16 @@ This page describes the fields in the configuration file that might commonly be edited. -CUPiD Config 1 +CUPiD Config 1 The data sources section of the configuration file describes general data sources and expected directory structure for running CUPiD. `sname`: nickname for this configuration as a string. This will be used as the name of the folder your computed notebooks are put in -CUPiD Config 2 +CUPiD Config 2 The computation config section of the configuration file supplies the default kernel for running CUPiD. This should usually be `cupid-analysis`. If a contributor wants to include additional packages, please create an issue describing the packages you'd like to add to this conda environment. -CUPiD Config 3 +CUPiD Config 3 The above section of the configuration file describes 1) global parameters that are applicable to all notebooks and 2) timeseries-related parameters specific to each component. `case_name`: name of CESM case; this should also be a subdirectory of `CESM_output_dir`. @@ -24,12 +24,12 @@ The above section of the configuration file describes 1) global parameters that `vars` for various components: variables which CUPiD will expect to find for various components and then make timeseries for. -CUPiD Config 4 +CUPiD Config 4 The compute notebooks section of the configuration file describes the notebooks that will be computed as well as any parameters specific to those notebooks. `nmse_PSL`: This is the name of a notebook which is added to the atmospheric component diagnostics. `regridded_output`, `base_regridded_output`, `validation_path`, etc: These are parameters specific to the `nmse_PSL` notebook. If a contributor wants to include additional parameters specific to a notebook, we recommend following a similar format and changing variables names to represent the relevant quantities. -CUPiD Config 5 +CUPiD Config 5 The Jupyter Book Table of Contents section of the configuration file describes the Juptyter Book configuration to display the output of the CUPiD diagnostics. Please include your notebook name within the files under `chapters`. From 04bd60d1481ff2d0e6401b51f240fe7fc2f37f5f Mon Sep 17 00:00:00 2001 From: Michael Levy Date: Mon, 16 Sep 2024 09:03:40 -0600 Subject: [PATCH 78/94] Remove manage externals CESM 3 has switched to git-fleximod, and CUPiD will be using git submodules to ensure compatibility --- .gitignore | 2 -- .gitmodules | 3 --- Externals.cfg | 16 ---------------- manage_externals | 1 - 4 files changed, 22 deletions(-) delete mode 100644 Externals.cfg delete mode 160000 manage_externals diff --git a/.gitignore b/.gitignore index 22a76f6..66bf3c5 100644 --- a/.gitignore +++ b/.gitignore @@ -12,8 +12,6 @@ cupid.egg-info # Text editor temp files **/*.swp -externals/ - # Documentation /docs/_build/ /docs/README.md diff --git a/.gitmodules b/.gitmodules index 7ac1455..e69de29 100644 --- a/.gitmodules +++ b/.gitmodules @@ -1,3 +0,0 @@ -[submodule "manage_externals"] - path = manage_externals - url = https://github.com/ESMCI/manage_externals.git diff --git a/Externals.cfg b/Externals.cfg deleted file mode 100644 index 49236d4..0000000 --- a/Externals.cfg +++ /dev/null @@ -1,16 +0,0 @@ -[ADF] -local_path = externals/ADF -hash = b961522 -protocol = git -repo_url = https://github.com/NCAR/ADF.git -required = True - -[mom6-tools] -local_path = externals/mom6-tools -branch = main -protocol = git -repo_url = https://github.com/NCAR/mom6-tools.git -required = True - -[externals_description] -schema_version = 1.0.0 diff --git a/manage_externals b/manage_externals deleted file mode 160000 index 0f884bf..0000000 --- a/manage_externals +++ /dev/null @@ -1 +0,0 @@ -Subproject commit 0f884bfec8e43d0c02261de858d6ec3f6d855e51 From e2c7ea2be663e2e75f268b9fc42a64e1c5a8ddec Mon Sep 17 00:00:00 2001 From: Michael Levy Date: Mon, 16 Sep 2024 09:07:33 -0600 Subject: [PATCH 79/94] Add ADF and mom6-tools as submodules --- .gitmodules | 6 ++++++ externals/ADF | 1 + externals/mom6-tools | 1 + 3 files changed, 8 insertions(+) create mode 160000 externals/ADF create mode 160000 externals/mom6-tools diff --git a/.gitmodules b/.gitmodules index e69de29..89466ec 100644 --- a/.gitmodules +++ b/.gitmodules @@ -0,0 +1,6 @@ +[submodule "externals/ADF"] + path = externals/ADF + url = https://github.com/NCAR/ADF.git +[submodule "externals/mom6-tools"] + path = externals/mom6-tools + url = https://github.com/NCAR/mom6-tools.git diff --git a/externals/ADF b/externals/ADF new file mode 160000 index 0000000..b961522 --- /dev/null +++ b/externals/ADF @@ -0,0 +1 @@ +Subproject commit b96152255f7d386de34587eb8ed389f17db485b3 diff --git a/externals/mom6-tools b/externals/mom6-tools new file mode 160000 index 0000000..cec2364 --- /dev/null +++ b/externals/mom6-tools @@ -0,0 +1 @@ +Subproject commit cec2364c23293e58eb0176343c308a06e840c5cc From 023977884b0df9fb382b3fad383fff8bb504c5bf Mon Sep 17 00:00:00 2001 From: Michael Levy Date: Mon, 16 Sep 2024 09:38:01 -0600 Subject: [PATCH 80/94] Update documentation to remove manage_externals The README no longer references manage_externals --- README.md | 11 +++++------ 1 file changed, 5 insertions(+), 6 deletions(-) diff --git a/README.md b/README.md index 524bb3d..bba66a1 100644 --- a/README.md +++ b/README.md @@ -13,18 +13,17 @@ This collaborative effort aims to simplify the user experience of running diagno To install CUPiD, you need to check out the code and then set up a few environments. The initial examples have hard-coded paths that require you to be on `casper`. -The code relies on submodules to install `manage_externals` and then uses `manage_externals` for a few packages that are still being developed, -so the `git clone` process is a little more complicated than usual: +The code relies on submodules to install a few packages that are still being developed, +so the `git clone` process requires `--recurse-submodules`: ``` bash $ git clone --recurse-submodules https://github.com/NCAR/CUPiD.git -$ cd CUPiD -$ ./manage_externals/checkout_externals ``` -Then build the necessary conda environments with +Then `cd` into the `CUPiD` directory and build the necessary conda environments with ``` bash +$ cd CUPiD $ mamba env create -f environments/dev-environment.yml $ conda activate cupid-dev $ which cupid-run @@ -37,7 +36,7 @@ Notes: It still feels slower than running `mamba` directly, hence the recommendation to install with `mamba env create` rather than `conda env create`. If you do not have `mamba` installed, you can still use `conda`... it will just be significantly slower. (To see what version of conda you have installed, run `conda --version`.) -1. If `./manage_externals/checkout_externals` is not found, run `git submodule update --init` to clone the submodule. +1. If `externals/ADF` and `externals/mom6-tools` are empty, run `git submodule update --init` to clone the submodules. 1. If `which cupid-run` returned the error `which: no cupid-run in ($PATH)`, then please run the following: ``` bash From f1c599b19c475760c619d53fa5919ab92c9a9298 Mon Sep 17 00:00:00 2001 From: Teagan Date: Tue, 17 Sep 2024 15:26:59 -0600 Subject: [PATCH 81/94] include log level in config file and move to utils --- cupid/clear.py | 8 +----- cupid/timeseries.py | 10 ++++---- cupid/util.py | 41 ++++++++++++++++++++++++++----- examples/coupled_model/config.yml | 5 +++- examples/key_metrics/config.yml | 5 +++- 5 files changed, 49 insertions(+), 20 deletions(-) diff --git a/cupid/clear.py b/cupid/clear.py index a29d25b..8cb6b4f 100755 --- a/cupid/clear.py +++ b/cupid/clear.py @@ -10,7 +10,6 @@ """ from __future__ import annotations -import logging import os import shutil @@ -18,11 +17,6 @@ import cupid.util -logging.basicConfig( - level=logging.DEBUG, -) -logger = logging.getLogger(__name__) - def read_config_file(config_path): """ @@ -58,7 +52,7 @@ def clear(config_path): Args: CONFIG_PATH - The path to the configuration file. """ - + logger = cupid.util.setup_logging(config_path) run_dir = read_config_file(config_path) # Delete the "computed_notebooks" folder and all the contents inside of it shutil.rmtree(run_dir) diff --git a/cupid/timeseries.py b/cupid/timeseries.py index f040388..091d72f 100644 --- a/cupid/timeseries.py +++ b/cupid/timeseries.py @@ -7,7 +7,6 @@ from __future__ import annotations import glob -import logging import multiprocessing as mp import os import subprocess @@ -15,10 +14,11 @@ import xarray as xr -logging.basicConfig( - level=logging.DEBUG, -) -logger = logging.getLogger(__name__) +import cupid.util + + +# TODO: bring in actual config path in case not using config.yml +logger = cupid.util.setup_logging("config.yml") def call_ncrcat(cmd): diff --git a/cupid/util.py b/cupid/util.py index fc5a59e..cdf3ca2 100644 --- a/cupid/util.py +++ b/cupid/util.py @@ -28,11 +28,6 @@ from jinja2 import Template from papermill.engines import NBClientEngine -logging.basicConfig( - level=logging.DEBUG, -) -logger = logging.getLogger(__name__) - class MarkdownJinjaEngine(NBClientEngine): """Class for using the Jinja Engine to run notebooks""" @@ -52,11 +47,12 @@ def execute_managed_notebook(cls, nb_man, kernel_name, **kwargs): def get_control_dict(config_path): """Get control dictionary from configuration file""" + try: with open(config_path) as fid: control = yaml.safe_load(fid) except FileNotFoundError: - logger.error(f"ERROR: {config_path} not found") + print(f"ERROR: {config_path} not found") sys.exit(1) default_kernel_name = control["computation_config"].pop("default_kernel_name", None) @@ -99,6 +95,39 @@ def get_control_dict(config_path): return control +def setup_logging(config_path): + """ + Set up logging based on configuration file log level + Returns logger object + """ + control = get_control_dict(config_path) + log_level = control["computation_config"].get("log_level", None) + if log_level: + if log_level == "debug": + logging.basicConfig( + level=logging.DEBUG, + ) + if log_level == "info": + logging.basicConfig( + level=logging.INFO, + ) + if log_level == "warning": + logging.basicConfig( + level=logging.WARNING, + ) + if log_level == "error": + logging.basicConfig( + level=logging.ERROR, + ) + else: + # default level is warning if log level is not set in config + logging.basicConfig( + level=logging.WARNING, + ) + + return logging.getLogger(__name__) + + def setup_book(config_path): """Setup run directory and output jupyter book""" diff --git a/examples/coupled_model/config.yml b/examples/coupled_model/config.yml index 4fdabc0..f9049b3 100644 --- a/examples/coupled_model/config.yml +++ b/examples/coupled_model/config.yml @@ -30,9 +30,12 @@ computation_config: ### It must already be installed on your machine. You can also ### specify a different environment than the default for any ### notebook in NOTEBOOK CONFIG - default_kernel_name: cupid-analysis + # log level sets the level of how verbose logging will be. + # options include: debug, info, warning, error + log_level: info + ############# NOTEBOOK CONFIG ############# ############################ diff --git a/examples/key_metrics/config.yml b/examples/key_metrics/config.yml index 0bd44e2..664b994 100644 --- a/examples/key_metrics/config.yml +++ b/examples/key_metrics/config.yml @@ -30,9 +30,12 @@ computation_config: ### It must already be installed on your machine. You can also ### specify a different environment than the default for any ### notebook in NOTEBOOK CONFIG - default_kernel_name: cupid-analysis + # log level sets the level of how verbose logging will be. + # options include: debug, info, warning, error + log_level: info + ############# NOTEBOOK CONFIG ############# ############################ From c7ca967010cc036680f0069462c3ec85d1354b05 Mon Sep 17 00:00:00 2001 From: Michael Levy Date: Tue, 17 Sep 2024 15:34:40 -0600 Subject: [PATCH 82/94] Don't name specific directories in externals/ Per comment on PR, just talking about the subdirectories of externals/ is more future-proof than calling out ADF and mom6-tools --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index bba66a1..668ac8b 100644 --- a/README.md +++ b/README.md @@ -36,7 +36,7 @@ Notes: It still feels slower than running `mamba` directly, hence the recommendation to install with `mamba env create` rather than `conda env create`. If you do not have `mamba` installed, you can still use `conda`... it will just be significantly slower. (To see what version of conda you have installed, run `conda --version`.) -1. If `externals/ADF` and `externals/mom6-tools` are empty, run `git submodule update --init` to clone the submodules. +1. If the subdirectories in `externals/` are all empty, run `git submodule update --init` to clone the submodules. 1. If `which cupid-run` returned the error `which: no cupid-run in ($PATH)`, then please run the following: ``` bash From 84a41eb20bf13bbb860c8e61a6aea755cbe1b936 Mon Sep 17 00:00:00 2001 From: Teagan Date: Wed, 18 Sep 2024 09:41:09 -0600 Subject: [PATCH 83/94] pass logger argument in timeseries and update warnings.warn to logger.warning --- cupid/run.py | 11 ++++++----- cupid/timeseries.py | 11 ++++++----- 2 files changed, 12 insertions(+), 10 deletions(-) diff --git a/cupid/run.py b/cupid/run.py index 0686bda..9515e1f 100755 --- a/cupid/run.py +++ b/cupid/run.py @@ -23,7 +23,6 @@ from __future__ import annotations import os -import warnings import click import intake @@ -74,6 +73,7 @@ def run( # Get control structure control = cupid.util.get_control_dict(config_path) cupid.util.setup_book(config_path) + logger = cupid.util.setup_logging(config_path) component_options = { "atm": atmosphere, @@ -145,6 +145,7 @@ def run( timeseries_params[component]["level"], num_procs, serial, + logger, ) # fmt: on # pylint: enable=line-too-long @@ -210,7 +211,7 @@ def run( all_nbs[nb]["nb_path_root"] = nb_path_root + "/" + comp_name all_nbs[nb]["output_dir"] = output_dir + "/" + comp_name elif comp_bool and not all: - warnings.warn( + logger.warning( f"No notebooks for {comp_name} component specified in config file.", ) @@ -219,7 +220,7 @@ def run( for nb, info in all_nbs.copy().items(): if not control["env_check"][info["kernel_name"]]: bad_env = info["kernel_name"] - warnings.warn( + logger.warning( f"Environment {bad_env} specified for {nb}.ipynb could not be found;" + f" {nb}.ipynb will not be run." + "See README.md for environment installation instructions.", @@ -253,7 +254,7 @@ def run( all_scripts[script] = info all_scripts[script]["nb_path_root"] = nb_path_root + "/" + comp_name elif comp_bool and not all: - warnings.warn( + logger.warning( f"No scripts for {comp_name} component specified in config file.", ) @@ -262,7 +263,7 @@ def run( for script, info in all_scripts.copy().items(): if not control["env_check"][info["kernel_name"]]: bad_env = info["kernel_name"] - warnings.warn( + logger.warning( f"Environment {bad_env} specified for {script}.py could not be found;" + f"{script}.py will not be run.", ) diff --git a/cupid/timeseries.py b/cupid/timeseries.py index 091d72f..d138454 100644 --- a/cupid/timeseries.py +++ b/cupid/timeseries.py @@ -17,10 +17,6 @@ import cupid.util -# TODO: bring in actual config path in case not using config.yml -logger = cupid.util.setup_logging("config.yml") - - def call_ncrcat(cmd): """This is an internal function to `create_time_series` It just wraps the subprocess.call() function, so it can be @@ -45,6 +41,7 @@ def create_time_series( height_dim, num_procs, serial, + logger, ): """ Generate time series versions of the history file data. @@ -336,6 +333,7 @@ def create_time_series( derive_cam_variables( vars_to_derive=vars_to_derive, ts_dir=ts_dir[case_idx], + logger=logger, ) if serial: @@ -353,7 +351,7 @@ def create_time_series( ) -def derive_cam_variables(vars_to_derive=None, ts_dir=None, overwrite=None): +def derive_cam_variables(vars_to_derive=None, ts_dir=None, overwrite=None, logger=None): """ Derive variables acccording to steps given here. Since derivations will depend on the variable, each variable to derive will need its own set of steps below. @@ -364,6 +362,9 @@ def derive_cam_variables(vars_to_derive=None, ts_dir=None, overwrite=None): whether to overwrite the file (true) or exit with a warning message. """ + if logger==None: + logger = cupid.util.setup_logging("config.yml") + for var in vars_to_derive: if var == "PRECT": # PRECT can be found by simply adding PRECL and PRECC From 602af5f9dc4aafc97c377c6c9f48e40016639e25 Mon Sep 17 00:00:00 2001 From: Teagan Date: Wed, 18 Sep 2024 09:43:06 -0600 Subject: [PATCH 84/94] precommit updates --- cupid/timeseries.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/cupid/timeseries.py b/cupid/timeseries.py index d138454..6c9c91f 100644 --- a/cupid/timeseries.py +++ b/cupid/timeseries.py @@ -362,8 +362,8 @@ def derive_cam_variables(vars_to_derive=None, ts_dir=None, overwrite=None, logge whether to overwrite the file (true) or exit with a warning message. """ - if logger==None: - logger = cupid.util.setup_logging("config.yml") + if logger is None: + logger = cupid.util.setup_logging("config.yml") for var in vars_to_derive: if var == "PRECT": From 9e6574d0525cd9f8cefe8b33ed435fd07fc575c7 Mon Sep 17 00:00:00 2001 From: Teagan King Date: Thu, 19 Sep 2024 09:16:37 -0600 Subject: [PATCH 85/94] change default logging level to info since that's probably better while in development --- cupid/util.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/cupid/util.py b/cupid/util.py index cdf3ca2..5af6553 100644 --- a/cupid/util.py +++ b/cupid/util.py @@ -120,9 +120,9 @@ def setup_logging(config_path): level=logging.ERROR, ) else: - # default level is warning if log level is not set in config + # default level is info if log level is not set in config logging.basicConfig( - level=logging.WARNING, + level=logging.INFO, ) return logging.getLogger(__name__) From 784086f369234f43ef613291b091249b931e3101 Mon Sep 17 00:00:00 2001 From: Teagan King Date: Thu, 19 Sep 2024 10:35:03 -0600 Subject: [PATCH 86/94] updates from review --- cupid/timeseries.py | 11 +++-------- cupid/util.py | 38 +++++++++++++++++--------------------- 2 files changed, 20 insertions(+), 29 deletions(-) diff --git a/cupid/timeseries.py b/cupid/timeseries.py index a0dc7ba..4f61dba 100644 --- a/cupid/timeseries.py +++ b/cupid/timeseries.py @@ -14,8 +14,6 @@ import xarray as xr -import cupid.util - def call_ncrcat(cmd): """This is an internal function to `create_time_series` @@ -84,7 +82,7 @@ def create_time_series( # Don't do anything if list of requested diagnostics is empty if not diag_var_list: - print(f"\n No time series files requested for {component}...") + logger.info(f"\n No time series files requested for {component}...") return # Notify user that script has started: @@ -336,9 +334,9 @@ def create_time_series( if vars_to_derive: if component == "atm": derive_cam_variables( + logger, vars_to_derive=vars_to_derive, ts_dir=ts_dir[case_idx], - logger=logger, ) if serial: @@ -356,7 +354,7 @@ def create_time_series( ) -def derive_cam_variables(vars_to_derive=None, ts_dir=None, overwrite=None, logger=None): +def derive_cam_variables(logger, vars_to_derive=None, ts_dir=None, overwrite=None): """ Derive variables acccording to steps given here. Since derivations will depend on the variable, each variable to derive will need its own set of steps below. @@ -367,9 +365,6 @@ def derive_cam_variables(vars_to_derive=None, ts_dir=None, overwrite=None, logge whether to overwrite the file (true) or exit with a warning message. """ - if logger is None: - logger = cupid.util.setup_logging("config.yml") - for var in vars_to_derive: if var == "PRECT": # PRECT can be found by simply adding PRECL and PRECC diff --git a/cupid/util.py b/cupid/util.py index 5af6553..adbe0f9 100644 --- a/cupid/util.py +++ b/cupid/util.py @@ -4,7 +4,8 @@ Functions: - get_control_dict(): Get the control dictionary from a configuration file. - - setup_book(): Setup run dir and output Jupyter book based on config.yaml + - setup_logging(): Set up logging based on configuration file log level. + - setup_book(): Setup run dir and output Jupyter book based on config.yaml. - get_toc_files(): Return a list of files in the '_toc.yml'. - create_ploomber_nb_task(): Create a Ploomber task for running a notebook. - create_ploomber_script_task(): Create a Ploomber task for running a script. @@ -101,29 +102,24 @@ def setup_logging(config_path): Returns logger object """ control = get_control_dict(config_path) - log_level = control["computation_config"].get("log_level", None) - if log_level: - if log_level == "debug": - logging.basicConfig( - level=logging.DEBUG, - ) - if log_level == "info": - logging.basicConfig( - level=logging.INFO, - ) - if log_level == "warning": - logging.basicConfig( - level=logging.WARNING, - ) - if log_level == "error": - logging.basicConfig( - level=logging.ERROR, - ) - else: - # default level is info if log level is not set in config + # default level is info if log level is not set in config + log_level = control["computation_config"].get("log_level", "info") + if log_level == "debug": + logging.basicConfig( + level=logging.DEBUG, + ) + if log_level == "info": logging.basicConfig( level=logging.INFO, ) + if log_level == "warning": + logging.basicConfig( + level=logging.WARNING, + ) + if log_level == "error": + logging.basicConfig( + level=logging.ERROR, + ) return logging.getLogger(__name__) From 72c8cd6349e53fcbf0d88594e0a2c44cc64167f4 Mon Sep 17 00:00:00 2001 From: Teagan King Date: Thu, 19 Sep 2024 14:47:21 -0600 Subject: [PATCH 87/94] include else statement in case of log level with typo --- cupid/util.py | 14 ++++++++++---- 1 file changed, 10 insertions(+), 4 deletions(-) diff --git a/cupid/util.py b/cupid/util.py index adbe0f9..851303e 100644 --- a/cupid/util.py +++ b/cupid/util.py @@ -99,27 +99,33 @@ def get_control_dict(config_path): def setup_logging(config_path): """ Set up logging based on configuration file log level + Options for log levels include debug, info, warning, and error. Returns logger object """ control = get_control_dict(config_path) # default level is info if log level is not set in config log_level = control["computation_config"].get("log_level", "info") - if log_level == "debug": + if log_level == "debug" or log_level == "DEBUG": logging.basicConfig( level=logging.DEBUG, ) - if log_level == "info": + elif log_level == "info" or log_level == "INFO": logging.basicConfig( level=logging.INFO, ) - if log_level == "warning": + elif log_level == "warning" or log_level == "WARNING": logging.basicConfig( level=logging.WARNING, ) - if log_level == "error": + elif log_level == "error" or log_level == "ERROR": logging.basicConfig( level=logging.ERROR, ) + else: + print('setting log_level to "info" because invalid log level') + logging.basicConfig( + level=logging.INFO, + ) return logging.getLogger(__name__) From 889c0306bb82e5a9866f87b0ee5e6b9d1038cdb0 Mon Sep 17 00:00:00 2001 From: Teagan King Date: Thu, 19 Sep 2024 15:17:01 -0600 Subject: [PATCH 88/94] add quotes around log level in config! --- examples/key_metrics/config.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/examples/key_metrics/config.yml b/examples/key_metrics/config.yml index 2fed401..e559ee7 100644 --- a/examples/key_metrics/config.yml +++ b/examples/key_metrics/config.yml @@ -34,7 +34,7 @@ computation_config: # log level sets the level of how verbose logging will be. # options include: debug, info, warning, error - log_level: info + log_level: 'info' ############# NOTEBOOK CONFIG ############# From 604c5bc790ac99c1a30a300edb20f576d4659b94 Mon Sep 17 00:00:00 2001 From: Teagan King Date: Thu, 19 Sep 2024 15:18:22 -0600 Subject: [PATCH 89/94] add quotes in coupled_model config --- examples/coupled_model/config.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/examples/coupled_model/config.yml b/examples/coupled_model/config.yml index f9049b3..bf91a81 100644 --- a/examples/coupled_model/config.yml +++ b/examples/coupled_model/config.yml @@ -34,7 +34,7 @@ computation_config: # log level sets the level of how verbose logging will be. # options include: debug, info, warning, error - log_level: info + log_level: 'info' ############# NOTEBOOK CONFIG ############# From 1466ad40a727909179511b75bfbe439cc6700822 Mon Sep 17 00:00:00 2001 From: Michael Levy Date: Thu, 19 Sep 2024 15:35:00 -0600 Subject: [PATCH 90/94] Change more config values generate_cupid_config_for_cesm_case.py now updates more global parameters (start_date, end_date, climo_nyears, as well as the base_ copies) and the time-series end_years. For now these values are hard-coded in with placeholders until we can get them from env_cupid.xml --- .../generate_cupid_config_for_cesm_case.py | 17 +++++++++++++++++ 1 file changed, 17 insertions(+) diff --git a/helper_scripts/generate_cupid_config_for_cesm_case.py b/helper_scripts/generate_cupid_config_for_cesm_case.py index a2fbb41..c799b7e 100755 --- a/helper_scripts/generate_cupid_config_for_cesm_case.py +++ b/helper_scripts/generate_cupid_config_for_cesm_case.py @@ -54,11 +54,28 @@ def generate_cupid_config(case_root, cesm_root, cupid_example): dout_s_root = cesm_case.get_value("DOUT_S_ROOT") cupid_root = os.path.join(cesm_root, "tools", "CUPiD") + # Additional options we need to get from env_cupid.xml + nyears = 1 + start_date = "0001-01-01" + end_date = f"{nyears+1:04d}-01-01" + climo_nyears = 1 + base_case_output_dir = "/glade/campaign/cesm/development/cross-wg/diagnostic_framework/CESM_output_for_testing" + base_nyears = 100 + base_end_date = f"{base_nyears+1:04d}-01-01" + base_climo_nyears = 40 + with open(os.path.join(cupid_root, "examples", cupid_example, "config.yml")) as f: my_dict = yaml.safe_load(f) my_dict["global_params"]["case_name"] = case + my_dict["global_params"]["start_date"] = start_date + my_dict["global_params"]["end_date"] = end_date + my_dict["global_params"]["climo_nyears"] = climo_nyears + my_dict["global_params"]["base_case_output_dir"] = base_case_output_dir + my_dict["global_params"]["base_end_date"] = base_end_date + my_dict["global_params"]["base_climo_nyears"] = base_climo_nyears my_dict["timeseries"]["case_name"] = case + my_dict["timeseries"]["atm"]["end_years"] = [nyears, base_nyears] # replace with environment variable my_dict["global_params"]["CESM_output_dir"] = dout_s_root From a52a042173a53ed77425a56f5d17521a50479243 Mon Sep 17 00:00:00 2001 From: Michael Levy Date: Thu, 19 Sep 2024 15:44:39 -0600 Subject: [PATCH 91/94] generate_cupid_config... requires --cesm-root I thought that not specifying a default value made it required, but really it just made the default None (which had all sorts of fun implications in the code) --- helper_scripts/generate_cupid_config_for_cesm_case.py | 1 + 1 file changed, 1 insertion(+) diff --git a/helper_scripts/generate_cupid_config_for_cesm_case.py b/helper_scripts/generate_cupid_config_for_cesm_case.py index c799b7e..2e0d12f 100755 --- a/helper_scripts/generate_cupid_config_for_cesm_case.py +++ b/helper_scripts/generate_cupid_config_for_cesm_case.py @@ -21,6 +21,7 @@ def _parse_args(): "--cesm-root", action="store", dest="cesm_root", + required=True, help="Location of CESM source code", ) From bb3f37d8f538b705727cf29b35306909f52dbaf8 Mon Sep 17 00:00:00 2001 From: Michael Levy Date: Thu, 19 Sep 2024 16:04:48 -0600 Subject: [PATCH 92/94] Add valid values for --cupid-example We don't know the full list of valid values when parsing command line arguments, so this check needs to be done in the body of the python script --- .../generate_cupid_config_for_cesm_case.py | 14 +++++++++++++- 1 file changed, 13 insertions(+), 1 deletion(-) diff --git a/helper_scripts/generate_cupid_config_for_cesm_case.py b/helper_scripts/generate_cupid_config_for_cesm_case.py index 2e0d12f..5900232 100755 --- a/helper_scripts/generate_cupid_config_for_cesm_case.py +++ b/helper_scripts/generate_cupid_config_for_cesm_case.py @@ -50,10 +50,22 @@ def generate_cupid_config(case_root, cesm_root, cupid_example): sys.path.append(os.path.join(cesm_root, "cime")) from CIME.case import Case + # Is cupid_example a valid value? + cupid_root = os.path.join(cesm_root, "tools", "CUPiD") + cupid_examples = os.path.join(cupid_root, "examples") + valid_examples = [ + example + for example in next(os.walk(cupid_examples))[1] + if example not in ["ilamb", "nblibrary"] + ] + if cupid_example not in valid_examples: + raise KeyError( + f"--cupid-example must be a subdirectory of {cupid_examples} ({valid_examples})", + ) + with Case(case_root, read_only=False, record=True) as cesm_case: case = cesm_case.get_value("CASE") dout_s_root = cesm_case.get_value("DOUT_S_ROOT") - cupid_root = os.path.join(cesm_root, "tools", "CUPiD") # Additional options we need to get from env_cupid.xml nyears = 1 From 0888657f348856200f26edf00b9e5e6f117fc51a Mon Sep 17 00:00:00 2001 From: Michael Levy Date: Fri, 20 Sep 2024 10:17:22 -0600 Subject: [PATCH 93/94] Better error message for bad --cupid-example --- helper_scripts/generate_cupid_config_for_cesm_case.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/helper_scripts/generate_cupid_config_for_cesm_case.py b/helper_scripts/generate_cupid_config_for_cesm_case.py index 5900232..c739e3e 100755 --- a/helper_scripts/generate_cupid_config_for_cesm_case.py +++ b/helper_scripts/generate_cupid_config_for_cesm_case.py @@ -59,8 +59,9 @@ def generate_cupid_config(case_root, cesm_root, cupid_example): if example not in ["ilamb", "nblibrary"] ] if cupid_example not in valid_examples: + error_msg = f"argument --cupid-example: invalid choice '{cupid_example}'" raise KeyError( - f"--cupid-example must be a subdirectory of {cupid_examples} ({valid_examples})", + f"{error_msg} (choose from subdirectories of {cupid_examples}: {valid_examples})", ) with Case(case_root, read_only=False, record=True) as cesm_case: From dba6bea202b05e7785b11cc342a05423c1f3e7e8 Mon Sep 17 00:00:00 2001 From: Michael Levy Date: Fri, 20 Sep 2024 10:35:42 -0600 Subject: [PATCH 94/94] Note script arguments in generated yaml file The header of the YAML file is a little bit bigger; in addition to mentioning the file was auto-generated, it includes each of the three arguments (cesm_root, case_root, and cupid_example) --- helper_scripts/generate_cupid_config_for_cesm_case.py | 7 ++++++- 1 file changed, 6 insertions(+), 1 deletion(-) diff --git a/helper_scripts/generate_cupid_config_for_cesm_case.py b/helper_scripts/generate_cupid_config_for_cesm_case.py index c739e3e..ce2c87d 100755 --- a/helper_scripts/generate_cupid_config_for_cesm_case.py +++ b/helper_scripts/generate_cupid_config_for_cesm_case.py @@ -96,9 +96,14 @@ def generate_cupid_config(case_root, cesm_root, cupid_example): # create new file, make it writeable with open("config.yml", "w") as f: - # write a comment + # Header of file is a comment logging provenance f.write(f"# This file has been auto-generated for use with {case}\n") f.write(f"# It is based off of examples/{cupid_example}/config.yml\n") + f.write("# Arguments used:\n") + f.write(f"# cesm_root = {cesm_root}\n") + f.write(f"# case_root = {case_root}\n") + f.write(f"# cupid_example= {cupid_example}\n") + # enter in each element of the dictionary into the new file yaml.dump(my_dict, f, sort_keys=False)

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This will be used as the name of the folder your computed notebooks are put in # CUPiD Config 2 @@ -11,13 +12,18 @@ This section supplies the default kernel for running CUPiD. This should usually # CUPiD Config 3 This section of the configuration file describes 1) global parameters that are applicable to all notebooks and 2) timeseries-related parameters specific to each component. + `CESM_output_dir`: directory where output from CESM is located. + `case_name`: name of CESM case; this should also be a subdirectory of `CESM_output_dir`. + `vars` for various components: variables which CUPiD will expect to find for various components and then make timeseries for. # CUPiD Config 4 This section of the configuration file describes the notebooks that will be computed as well as any parameters specific to those notebooks. + `adf_quick_run`: This is the name of a notebook which is added to the atmospheric component diagnostics. + `adf_path`, `config_path`, `config_fil_str`, etc: These are parameters specific to the `adf_quick_run` notebook. If a contributor wants to include additional parameters specific to a notebook, we recommend following a similar format and changing variables names to represent the relevant quantities. # CUPiD Config 5 From da8d7ae9f08a54e6eca35c59fd598e39483e6dea Mon Sep 17 00:00:00 2001 From: Teagan Date: Wed, 4 Sep 2024 16:56:34 -0600 Subject: [PATCH 62/94] loop through files including config.md in conf.py --- docs/conf.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/conf.py b/docs/conf.py index bd59efa..368934f 100644 --- a/docs/conf.py +++ b/docs/conf.py @@ -22,7 +22,7 @@ # This block allows us to remove the header image from any md files # without affecting the original version, but still pull the source # into the docs build fresh each time. -for file in ["README.md", "NCAR_tips.md"]: +for file in ["README.md", "NCAR_tips.md", "config.md"]: os.system(f"cp ../{file} ./") # Remove any images from the first line of the file From 6d4a69f975d369c9b5c63629fd7f4aadc8911d1a Mon Sep 17 00:00:00 2001 From: Teagan Date: Wed, 4 Sep 2024 17:05:38 -0600 Subject: [PATCH 63/94] updates to include on github.io page and Lev's affiliation --- contributors.md | 2 +- docs/conf.py | 2 +- docs/contributors.rst | 2 ++ docs/index.rst | 1 + 4 files changed, 5 insertions(+), 2 deletions(-) create mode 100644 docs/contributors.rst diff --git a/contributors.md b/contributors.md index 510331d..7f30a0a 100644 --- a/contributors.md +++ b/contributors.md @@ -25,7 +25,7 @@ - Keith Oleson (NCAR), [@olyson](https://github.com/olyson) - Adam Phillips (NCAR), [@phillips-ad](https://github.com/phillips-ad) - Justin Richling (NCAR), [@justin-richling](https://github.com/justin-richling) - - Lev Romashkov (NCAR), [@rmshkv](https://github.com/rmshkv) + - Lev Romashkov (NCAR; now Stanford University), [@rmshkv](https://github.com/rmshkv) - Bill Sacks (NCAR), [@billsacks](https://github.com/billsacks) - Isla Simpson (NCAR), [@islasimpson](https://github.com/islasimpson) - Gary Strand (NCAR), [@strandwg](https://github.com/strandwg) diff --git a/docs/conf.py b/docs/conf.py index bd59efa..8ea9320 100644 --- a/docs/conf.py +++ b/docs/conf.py @@ -22,7 +22,7 @@ # This block allows us to remove the header image from any md files # without affecting the original version, but still pull the source # into the docs build fresh each time. -for file in ["README.md", "NCAR_tips.md"]: +for file in ["README.md", "NCAR_tips.md", "contributors.md"]: os.system(f"cp ../{file} ./") # Remove any images from the first line of the file diff --git a/docs/contributors.rst b/docs/contributors.rst new file mode 100644 index 0000000..7274658 --- /dev/null +++ b/docs/contributors.rst @@ -0,0 +1,2 @@ +.. include:: contributors.md + :parser: myst diff --git a/docs/index.rst b/docs/index.rst index 0f8629b..ca32f16 100644 --- a/docs/index.rst +++ b/docs/index.rst @@ -7,6 +7,7 @@ CUPiD Documentation Adding Notebooks Tips and Tricks for NCAR Machines + Contributors .. include:: README.md :parser: myst From f8db211b8f3f102aaf425746e0ffb239eca417e9 Mon Sep 17 00:00:00 2001 From: Teagan King Date: Wed, 4 Sep 2024 17:26:25 -0600 Subject: [PATCH 64/94] remove filename --- .gitignore | 1 - cupid/clear.py | 2 -- cupid/timeseries.py | 2 -- cupid/util.py | 2 -- 4 files changed, 7 deletions(-) diff --git a/.gitignore b/.gitignore index 383a459..eb2e3f2 100644 --- a/.gitignore +++ b/.gitignore @@ -2,7 +2,6 @@ **/computed_notebooks/** **/cache_data_path/** **/cache_metadata_path/** -**/cupid.log* **/temp_data/** **/ncfiles/** **/test_product.txt diff --git a/cupid/clear.py b/cupid/clear.py index 8c78b4a..a29d25b 100755 --- a/cupid/clear.py +++ b/cupid/clear.py @@ -13,14 +13,12 @@ import logging import os import shutil -from datetime import datetime import click import cupid.util logging.basicConfig( - filename="cupid.log.{}".format(datetime.now().strftime("%Y%m%d%H%M%S")), level=logging.DEBUG, ) logger = logging.getLogger(__name__) diff --git a/cupid/timeseries.py b/cupid/timeseries.py index 1a610d8..f040388 100644 --- a/cupid/timeseries.py +++ b/cupid/timeseries.py @@ -11,13 +11,11 @@ import multiprocessing as mp import os import subprocess -from datetime import datetime from pathlib import Path import xarray as xr logging.basicConfig( - filename="cupid.log.{}".format(datetime.now().strftime("%Y%m%d%H%M%S")), level=logging.DEBUG, ) logger = logging.getLogger(__name__) diff --git a/cupid/util.py b/cupid/util.py index e592357..fc5a59e 100644 --- a/cupid/util.py +++ b/cupid/util.py @@ -19,7 +19,6 @@ import os import sys import warnings -from datetime import datetime from pathlib import Path import jupyter_client @@ -30,7 +29,6 @@ from papermill.engines import NBClientEngine logging.basicConfig( - filename="cupid.log.{}".format(datetime.now().strftime("%Y%m%d%H%M%S")), level=logging.DEBUG, ) logger = logging.getLogger(__name__) From 89168b9a2f591bb1dd0d38c1674df4c251f282d3 Mon Sep 17 00:00:00 2001 From: Teagan King <98482480+TeaganKing@users.noreply.github.com> Date: Thu, 5 Sep 2024 08:24:05 -0600 Subject: [PATCH 65/94] Update Anna's affiliation --- contributors.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/contributors.md b/contributors.md index 7f30a0a..57442a8 100644 --- a/contributors.md +++ b/contributors.md @@ -4,7 +4,7 @@ - Dani Coleman (NCAR), [@bitterbark](https://github.com/bitterbark) - Cameron Cummins (U Texas), [@AgentOxygen](https://github.com/AgentOxygen) - Katie Dagon (NCAR), [@katiedagon](https://github.com/katiedagon) - - Anna-Lena Deppenmeier (NCAR), [@ALDepp](https://github.com/ALDepp) + - Anna-Lena Deppenmeier (NCAR; now University of Liverpool), [@ALDepp](https://github.com/ALDepp) - Brian Dobbins (NCAR), [@briandobbins](https://github.com/briandobbins) - Orhan Eroglu (NCAR), [@erogluorhan](https://github.com/erogluorhan) - John Fasullo (NCAR) From 1df090843933f881c15482f675b9992c2c45fc70 Mon Sep 17 00:00:00 2001 From: Teagan King <98482480+TeaganKing@users.noreply.github.com> Date: Thu, 5 Sep 2024 08:45:35 -0600 Subject: [PATCH 66/94] Include clearer instructions on adding a name to contributors.md --- contributors.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/contributors.md b/contributors.md index 57442a8..4516b3a 100644 --- a/contributors.md +++ b/contributors.md @@ -34,4 +34,4 @@ - Anissa Zacharias (NCAR), [@anissa111](https://github.com/anissa111) - Feng Zhu (NCAR), [@fzhu2e](https://github.com/fzhu2e) -Note: If you have contributed to the project, please feel free to add yourself to this list. +Note: If you have contributed to the project, please feel free to add yourself to this list by updating [contributors.md](https://github.com/NCAR/CUPiD/blob/main/contributors.md). From 4fdd18d01da17733286f7063ecdf5129d3e949c7 Mon Sep 17 00:00:00 2001 From: Teagan Date: Thu, 5 Sep 2024 09:09:30 -0600 Subject: [PATCH 67/94] remove config from loop in conf.py since config.md is in docs dir --- docs/conf.py | 2 +- docs/config.rst | 2 -- 2 files changed, 1 insertion(+), 3 deletions(-) delete mode 100644 docs/config.rst diff --git a/docs/conf.py b/docs/conf.py index 85afe84..27aa2a8 100644 --- a/docs/conf.py +++ b/docs/conf.py @@ -23,7 +23,7 @@ # without affecting the original version, but still pull the source # into the docs build fresh each time. -for file in ["README.md", "NCAR_tips.md", "contributors.md", "config.md"]: +for file in ["README.md", "NCAR_tips.md", "contributors.md"]: os.system(f"cp ../{file} ./") # Remove any images from the first line of the file diff --git a/docs/config.rst b/docs/config.rst deleted file mode 100644 index 8f01d31..0000000 --- a/docs/config.rst +++ /dev/null @@ -1,2 +0,0 @@ -.. include:: config.md - :parser: myst From dd3baa978c2637f9d6523f15abce4c27722cd402 Mon Sep 17 00:00:00 2001 From: Teagan Date: Thu, 5 Sep 2024 09:22:18 -0600 Subject: [PATCH 68/94] images now rendering correctly --- docs/config.md | 23 ++++++++++++----------- 1 file changed, 12 insertions(+), 11 deletions(-) diff --git a/docs/config.md b/docs/config.md index 47c453d..064b771 100644 --- a/docs/config.md +++ b/docs/config.md @@ -1,17 +1,18 @@ # CUPiD Configuration File -### This page describes the fields in the configuration file that might commonly be edited. +This page describes the fields in the configuration file that might commonly be edited. -# CUPiD Config 1 -This section describes general data sources and expected directory structure for running CUPiD. +CUPiD Config 1 +The data sources section of the configuration file describes general data sources and expected directory structure for running CUPiD. `sname`: nickname for this configuration as a string. This will be used as the name of the folder your computed notebooks are put in -# CUPiD Config 2 -This section supplies the default kernel for running CUPiD. This should usually be `cupid-analysis`. If a contributor wants to include additional packages, please create an issue describing the packages you'd like to add to this conda environment. +CUPiD Config 2 +The computation config section of the configuration file supplies the default kernel for running CUPiD. This should usually be `cupid-analysis`. If a contributor wants to include additional packages, please create an issue describing the packages you'd like to add to this conda environment. -# CUPiD Config 3 -This section of the configuration file describes 1) global parameters that are applicable to all notebooks and 2) timeseries-related parameters specific to each component. + +CUPiD Config 3 +The above section of the configuration file describes 1) global parameters that are applicable to all notebooks and 2) timeseries-related parameters specific to each component. `CESM_output_dir`: directory where output from CESM is located. @@ -19,12 +20,12 @@ This section of the configuration file describes 1) global parameters that are a `vars` for various components: variables which CUPiD will expect to find for various components and then make timeseries for. -# CUPiD Config 4 -This section of the configuration file describes the notebooks that will be computed as well as any parameters specific to those notebooks. +CUPiD Config 4 +The compute notebooks section of the configuration file describes the notebooks that will be computed as well as any parameters specific to those notebooks. `adf_quick_run`: This is the name of a notebook which is added to the atmospheric component diagnostics. `adf_path`, `config_path`, `config_fil_str`, etc: These are parameters specific to the `adf_quick_run` notebook. If a contributor wants to include additional parameters specific to a notebook, we recommend following a similar format and changing variables names to represent the relevant quantities. -# CUPiD Config 5 -This section describes the Juptyter Book configuration to display the output of the CUPiD diagnostics. Please include your notebook name within the files under `chapters`. +CUPiD Config 5 +The Jupyter Book Table of Contents section of the configuration file describes the Juptyter Book configuration to display the output of the CUPiD diagnostics. Please include your notebook name within the files under `chapters`. From 8d0926f86aa6cf2486eec5559658cdf4a16c8c3a Mon Sep 17 00:00:00 2001 From: Teagan Date: Thu, 5 Sep 2024 09:37:29 -0600 Subject: [PATCH 69/94] update to use key metrics images --- docs/config.md | 10 +++++++--- images/config_1.png | Bin 252444 -> 142531 bytes images/config_2.png | Bin 234886 -> 91194 bytes images/config_3.png | Bin 197382 -> 220408 bytes images/config_4.png | Bin 164920 -> 172831 bytes images/config_5.png | Bin 215251 -> 168275 bytes 6 files changed, 7 insertions(+), 3 deletions(-) diff --git a/docs/config.md b/docs/config.md index 064b771..c55b566 100644 --- a/docs/config.md +++ b/docs/config.md @@ -14,18 +14,22 @@ The computation config section of the configuration file supplies the default ke CUPiD Config 3 The above section of the configuration file describes 1) global parameters that are applicable to all notebooks and 2) timeseries-related parameters specific to each component. +`case_name`: name of CESM case; this should also be a subdirectory of `CESM_output_dir`. + +`base_case_name`: name of CESM case to compare the specified case to. + `CESM_output_dir`: directory where output from CESM is located. -`case_name`: name of CESM case; this should also be a subdirectory of `CESM_output_dir`. +`start_date` and `end_date`: describe the time period over which we want to analyze output. `vars` for various components: variables which CUPiD will expect to find for various components and then make timeseries for. CUPiD Config 4 The compute notebooks section of the configuration file describes the notebooks that will be computed as well as any parameters specific to those notebooks. -`adf_quick_run`: This is the name of a notebook which is added to the atmospheric component diagnostics. +`nmse_PSL`: This is the name of a notebook which is added to the atmospheric component diagnostics. -`adf_path`, `config_path`, `config_fil_str`, etc: These are parameters specific to the `adf_quick_run` notebook. If a contributor wants to include additional parameters specific to a notebook, we recommend following a similar format and changing variables names to represent the relevant quantities. +`regridded_output`, `base_regridded_output`, `validation_path`, etc: These are parameters specific to the `nmse_PSL` notebook. If a contributor wants to include additional parameters specific to a notebook, we recommend following a similar format and changing variables names to represent the relevant quantities. CUPiD Config 5 The Jupyter Book Table of Contents section of the configuration file describes the Juptyter Book configuration to display the output of the CUPiD diagnostics. 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