From 0c884da95b20f4f867c2a95d88237a815dc9c62a Mon Sep 17 00:00:00 2001 From: Aimee Barciauskas Date: Wed, 20 Sep 2023 12:42:33 -0700 Subject: [PATCH 01/14] Add files --- .env | 2 +- mock/datasets/cmip6-tas.data.mdx | 47 ++++++++++++++++++++++++++++++++ 2 files changed, 48 insertions(+), 1 deletion(-) create mode 100644 mock/datasets/cmip6-tas.data.mdx diff --git a/.env b/.env index 89545aef4..66e0b6c34 100644 --- a/.env +++ b/.env @@ -3,7 +3,7 @@ APP_DESCRIPTION=User interface of module VEDA APP_CONTACT_EMAIL=email@example.org API_RASTER_ENDPOINT='https://staging-raster.delta-backend.com' -API_STAC_ENDPOINT='https://staging-stac.delta-backend.com' +API_STAC_ENDPOINT='https://dev-stac.delta-backend.com/api/stac' API_XARRAY_ENDPOINT='https://dev-titiler-xarray.delta-backend.com/tilejson.json' # If the app is being served in from a subfolder, the domain url must be set. diff --git a/mock/datasets/cmip6-tas.data.mdx b/mock/datasets/cmip6-tas.data.mdx new file mode 100644 index 000000000..745e46e45 --- /dev/null +++ b/mock/datasets/cmip6-tas.data.mdx @@ -0,0 +1,47 @@ +--- +id: combined_CMIP6_daily_GISS-E2-1-G_tas_kerchunk_TEST +name: 'CMIP6 Daily GISS-E2-1-G Near-Surface Air Temperature' +featured: true +description: "The NEX-GDDP-CMIP6 dataset is comprised of global downscaled climate scenarios derived from the General Circulation Model (GCM) runs conducted under the Coupled Model Intercomparison Project Phase 6 (CMIP6) and across two of the four 'Tier 1' greenhouse gas emissions scenarios known as Shared Socioeconomic Pathways (SSPs). The CMIP6 GCM runs were developed in support of the Sixth Assessment Report of the Intergovernmental Panel on Climate Change (IPCC AR6). This dataset includes downscaled projections from ScenarioMIP model runs for which daily scenarios were produced and distributed through the Earth System Grid Federation. The purpose of this dataset is to provide a set of global, high resolution, bias-corrected climate change projections that can be used to evaluate climate change impacts on processes that are sensitive to finer-scale climate gradients and the effects of local topography on climate conditions." +media: + src: ::file ./no2--dataset-cover.jpg + alt: Power plant shooting steam at the sky. + author: + name: Mick Truyts + url: https://unsplash.com/photos/x6WQeNYJC1w +taxonomy: + - name: Topics + values: + - Climate +layers: + - id: combined_CMIP6_daily_GISS-E2-1-G_tas_kerchunk_TEST + stacCol: combined_CMIP6_daily_GISS-E2-1-G_tas_kerchunk_TEST + name: CMIP6 Daily GISS-E2-1-G Near-Surface Air Temperature + type: zarr + description: + "The NEX-GDDP-CMIP6 dataset is comprised of global downscaled climate scenarios derived from the General Circulation Model (GCM) runs conducted under the Coupled Model Intercomparison Project Phase 6 (CMIP6) and across two of the four 'Tier 1' greenhouse gas emissions scenarios known as Shared Socioeconomic Pathways (SSPs). The CMIP6 GCM runs were developed in support of the Sixth Assessment Report of the Intergovernmental Panel on Climate Change (IPCC AR6). This dataset includes downscaled projections from ScenarioMIP model runs for which daily scenarios were produced and distributed through the Earth System Grid Federation. The purpose of this dataset is to provide a set of global, high resolution, bias-corrected climate change projections that can be used to evaluate climate change impacts on processes that are sensitive to finer-scale climate gradients and the effects of local topography on climate conditions." + zoomExtent: + - 0 + - 20 + sourceParams: + reference: true + resampling_method: bilinear + variable: tas + colormap_name: rdylbu_r + rescale: 224,312 + legend: + unit: + label: + type: gradient + min: "< 224" + max: "> 312" + stops: + - "#4575b4" + - "#91bfdb" + - "#e0f3f8" + - "#ffffbf" + - "#fee090" + - "#fc8d59" + - "#d73027" +--- + From 85298281fc72ae1d1880686bbc5d31abd58595bf Mon Sep 17 00:00:00 2001 From: Aimee Barciauskas Date: Thu, 21 Sep 2023 14:45:21 -0700 Subject: [PATCH 02/14] Add different color map --- mock/datasets/cmip6-tas.data.mdx | 19 +++++++++---------- 1 file changed, 9 insertions(+), 10 deletions(-) diff --git a/mock/datasets/cmip6-tas.data.mdx b/mock/datasets/cmip6-tas.data.mdx index 745e46e45..1b87aa34f 100644 --- a/mock/datasets/cmip6-tas.data.mdx +++ b/mock/datasets/cmip6-tas.data.mdx @@ -27,21 +27,20 @@ layers: reference: true resampling_method: bilinear variable: tas - colormap_name: rdylbu_r + colormap_name: jet rescale: 224,312 legend: unit: label: type: gradient - min: "< 224" - max: "> 312" + min: "224" + max: "312" stops: - - "#4575b4" - - "#91bfdb" - - "#e0f3f8" - - "#ffffbf" - - "#fee090" - - "#fc8d59" - - "#d73027" + - '#000080' + - '#004cff' + - '#29ffce' + - '#ceff29' + - '#ff6800' + - '#800000' --- From 670e7377d28fcdda80dd9a8d82ea19f4acef660b Mon Sep 17 00:00:00 2001 From: Aimee Barciauskas Date: Thu, 21 Sep 2023 15:02:30 -0700 Subject: [PATCH 03/14] Fix text --- mock/datasets/cmip6-tas.data.mdx | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/mock/datasets/cmip6-tas.data.mdx b/mock/datasets/cmip6-tas.data.mdx index 1b87aa34f..62436c9c3 100644 --- a/mock/datasets/cmip6-tas.data.mdx +++ b/mock/datasets/cmip6-tas.data.mdx @@ -2,7 +2,7 @@ id: combined_CMIP6_daily_GISS-E2-1-G_tas_kerchunk_TEST name: 'CMIP6 Daily GISS-E2-1-G Near-Surface Air Temperature' featured: true -description: "The NEX-GDDP-CMIP6 dataset is comprised of global downscaled climate scenarios derived from the General Circulation Model (GCM) runs conducted under the Coupled Model Intercomparison Project Phase 6 (CMIP6) and across two of the four 'Tier 1' greenhouse gas emissions scenarios known as Shared Socioeconomic Pathways (SSPs). The CMIP6 GCM runs were developed in support of the Sixth Assessment Report of the Intergovernmental Panel on Climate Change (IPCC AR6). This dataset includes downscaled projections from ScenarioMIP model runs for which daily scenarios were produced and distributed through the Earth System Grid Federation. The purpose of this dataset is to provide a set of global, high resolution, bias-corrected climate change projections that can be used to evaluate climate change impacts on processes that are sensitive to finer-scale climate gradients and the effects of local topography on climate conditions." +description: "The NEX-GDDP-CMIP6 dataset is comprised of global downscaled climate scenarios derived from the General Circulation Model (GCM) runs conducted under the Coupled Model Intercomparison Project Phase 6 (CMIP6). See https://registry.opendata.aws/nex-gddp-cmip6/ and https://www.nccs.nasa.gov/services/data-collections/land-based-products/nex-gddp-cmip6 to learn more." media: src: ::file ./no2--dataset-cover.jpg alt: Power plant shooting steam at the sky. @@ -19,7 +19,7 @@ layers: name: CMIP6 Daily GISS-E2-1-G Near-Surface Air Temperature type: zarr description: - "The NEX-GDDP-CMIP6 dataset is comprised of global downscaled climate scenarios derived from the General Circulation Model (GCM) runs conducted under the Coupled Model Intercomparison Project Phase 6 (CMIP6) and across two of the four 'Tier 1' greenhouse gas emissions scenarios known as Shared Socioeconomic Pathways (SSPs). The CMIP6 GCM runs were developed in support of the Sixth Assessment Report of the Intergovernmental Panel on Climate Change (IPCC AR6). This dataset includes downscaled projections from ScenarioMIP model runs for which daily scenarios were produced and distributed through the Earth System Grid Federation. The purpose of this dataset is to provide a set of global, high resolution, bias-corrected climate change projections that can be used to evaluate climate change impacts on processes that are sensitive to finer-scale climate gradients and the effects of local topography on climate conditions." + "Historical (1950-2014) daily-mean near-surface (usually, 2 meter) air temperature in Kelvin." zoomExtent: - 0 - 20 @@ -28,13 +28,13 @@ layers: resampling_method: bilinear variable: tas colormap_name: jet - rescale: 224,312 + rescale: 200,325 legend: unit: label: type: gradient - min: "224" - max: "312" + min: "200" + max: "325" stops: - '#000080' - '#004cff' From 0f96670afb09fd955feb1957db9b0412111951ac Mon Sep 17 00:00:00 2001 From: Aimee Barciauskas Date: Mon, 2 Oct 2023 14:40:58 -0700 Subject: [PATCH 04/14] Update mock dataset --- mock/datasets/cmip6-tas.data.mdx | 21 +++++++++++---------- 1 file changed, 11 insertions(+), 10 deletions(-) diff --git a/mock/datasets/cmip6-tas.data.mdx b/mock/datasets/cmip6-tas.data.mdx index 62436c9c3..0ddc59472 100644 --- a/mock/datasets/cmip6-tas.data.mdx +++ b/mock/datasets/cmip6-tas.data.mdx @@ -27,20 +27,21 @@ layers: reference: true resampling_method: bilinear variable: tas - colormap_name: jet - rescale: 200,325 + colormap_name: inferno + rescale: 212,330 + maxzoom: 12 legend: unit: label: type: gradient - min: "200" - max: "325" + min: "212" + max: "330" stops: - - '#000080' - - '#004cff' - - '#29ffce' - - '#ceff29' - - '#ff6800' - - '#800000' + - '#000004' + - '#420a68' + - '#932667' + - '#dd513a' + - '#fca50a' + - '#fcffa4' --- From 5ee7dbca7381f9a227caa871d447fdb8c819af41 Mon Sep 17 00:00:00 2001 From: Aimee Barciauskas Date: Mon, 2 Oct 2023 14:56:32 -0700 Subject: [PATCH 05/14] Use coolwarm colormap --- mock/datasets/cmip6-tas.data.mdx | 20 ++++++++++---------- 1 file changed, 10 insertions(+), 10 deletions(-) diff --git a/mock/datasets/cmip6-tas.data.mdx b/mock/datasets/cmip6-tas.data.mdx index 0ddc59472..6fced4c31 100644 --- a/mock/datasets/cmip6-tas.data.mdx +++ b/mock/datasets/cmip6-tas.data.mdx @@ -27,21 +27,21 @@ layers: reference: true resampling_method: bilinear variable: tas - colormap_name: inferno - rescale: 212,330 + colormap_name: coolwarm + rescale: 232,312 maxzoom: 12 legend: unit: label: type: gradient - min: "212" - max: "330" + min: "232" + max: "312" stops: - - '#000004' - - '#420a68' - - '#932667' - - '#dd513a' - - '#fca50a' - - '#fcffa4' + - '#3b4cc0' + - '#7b9ff9' + - '#c0d4f5' + - '#f2cbb7' + - '#ee8468' + - '#b40426' --- From 1bc15572acbeb219abd46ff83b3e30f86bcada08 Mon Sep 17 00:00:00 2001 From: Aimee Barciauskas Date: Tue, 3 Oct 2023 13:38:45 -0700 Subject: [PATCH 06/14] Add more to the data description and units --- mock/datasets/cmip6-tas.data.mdx | 39 ++++++++++++++++++++++++++++---- 1 file changed, 34 insertions(+), 5 deletions(-) diff --git a/mock/datasets/cmip6-tas.data.mdx b/mock/datasets/cmip6-tas.data.mdx index 6fced4c31..54193d29a 100644 --- a/mock/datasets/cmip6-tas.data.mdx +++ b/mock/datasets/cmip6-tas.data.mdx @@ -2,7 +2,7 @@ id: combined_CMIP6_daily_GISS-E2-1-G_tas_kerchunk_TEST name: 'CMIP6 Daily GISS-E2-1-G Near-Surface Air Temperature' featured: true -description: "The NEX-GDDP-CMIP6 dataset is comprised of global downscaled climate scenarios derived from the General Circulation Model (GCM) runs conducted under the Coupled Model Intercomparison Project Phase 6 (CMIP6). See https://registry.opendata.aws/nex-gddp-cmip6/ and https://www.nccs.nasa.gov/services/data-collections/land-based-products/nex-gddp-cmip6 to learn more." +description: "Daily near-surface air temperature from the NASA Earth Exchange Global Daily Downscaled Projections (NEX-GDDP-CMIP6) Project." media: src: ::file ./no2--dataset-cover.jpg alt: Power plant shooting steam at the sky. @@ -18,8 +18,7 @@ layers: stacCol: combined_CMIP6_daily_GISS-E2-1-G_tas_kerchunk_TEST name: CMIP6 Daily GISS-E2-1-G Near-Surface Air Temperature type: zarr - description: - "Historical (1950-2014) daily-mean near-surface (usually, 2 meter) air temperature in Kelvin." + description: "Historical (1950-2014) daily-mean near-surface (usually, 2 meter) air temperature in Kelvin." zoomExtent: - 0 - 20 @@ -34,8 +33,8 @@ layers: unit: label: type: gradient - min: "232" - max: "312" + min: "232 K" + max: "312 K" stops: - '#3b4cc0' - '#7b9ff9' @@ -45,3 +44,33 @@ layers: - '#b40426' --- + + +# NASA Earth Exchange Global Daily Downscaled Projections (NEX-GDDP-CMIP6) + +The NEX-GDDP-CMIP6 dataset is comprised of global downscaled climate scenarios derived from the General Circulation Model (GCM) runs conducted under the Coupled Model Intercomparison Project Phase 6 (CMIP6) and across all four “Tier 1” greenhouse gas emissions scenarios known as Shared Socioeconomic Pathways (SSPs). The CMIP6 GCM runs were developed in support of the Sixth Assessment Report of the Intergovernmental Panel on Climate Change (IPCC AR6). This dataset includes downscaled projections from ScenarioMIP model runs for which daily scenarios were produced and distributed through the Earth System Grid Federation. The purpose of this dataset is to provide a set of global, high resolution, bias-corrected climate change projections that can be used to evaluate climate change impacts on processes that are sensitive to finer-scale climate gradients and the effects of local topography on climate conditions. + +### Summary + +* Format: [kerchunk (metadata)](https://fsspec.github.io/kerchunk/) for netCDF4 +* Spatial Coverage: 180° W to 180° E, 60° S to 90° N +* Temporal: 1950-01-01 to 1951-12-31 + * _As noted below, this dataset is a subset all available data. The full dataset includes data from 1950 to 2100._ +* Data Resolution: + * Latitude Resolution: 0.25 degrees (25 km) + * Longitude Resolution: 0.25 degrees (25 km) + * Temporal Resolution: daily + +Source: [https://www.nccs.nasa.gov/services/data-collections/land-based-products/nex-gddp-cmip6](https://www.nccs.nasa.gov/services/data-collections/land-based-products/nex-gddp-cmip6) + +## AWS Public Dataset + +There are 2 datasets listed on the AWS Registry of Open Data for [NEX-GDDP-CMIP6](https://registry.opendata.aws/nex-gddp-cmip6/). First, there is an archive of NetCDF files from about 35 different climate models, each supplying historical and predicted values for up to 9 environment variables, daily, from 1950 to 2100. Second, there is an archive of COGs generated from the corresponding NetCDFs to support visualization via dynamic tiling using COGs. COGs are only available for 2 models. The COG archive also includes monthly aggregatations across those models. + +## About this dataset +This dataset represents a subset of the NEX-GDDP-CMIP6 data. This dataset was constructed to demonstrate a method for visualizing the data without creating any data copies just for visualization. + +This demonstration of uses the [kerchunk](https://fsspec.github.io/kerchunk/) python library to create a file - often called a reference file - which is an index of the chunks of the data stored in the original [NetCDF](https://www.unidata.ucar.edu/software/netcdf/) files. This reference file is used by a dynamic tiling library ([titiler-xarray](https://github.com/developmentseed/titiler-xarray)) to create image tiles from the underlying data. The indexes were generated for the near-surface air temperature variable (TAS) for years 1950-2014, the historical extent of the NEX-GDDP-CMIP6 project. + + + \ No newline at end of file From 772a1c3bb80ae8fc82d42e6ca81aef62a7f4d602 Mon Sep 17 00:00:00 2001 From: Aimee Barciauskas Date: Wed, 4 Oct 2023 09:57:21 -0700 Subject: [PATCH 07/14] Update mock/datasets/cmip6-tas.data.mdx Co-authored-by: Jonas --- mock/datasets/cmip6-tas.data.mdx | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/mock/datasets/cmip6-tas.data.mdx b/mock/datasets/cmip6-tas.data.mdx index 54193d29a..13dee6131 100644 --- a/mock/datasets/cmip6-tas.data.mdx +++ b/mock/datasets/cmip6-tas.data.mdx @@ -1,6 +1,6 @@ --- id: combined_CMIP6_daily_GISS-E2-1-G_tas_kerchunk_TEST -name: 'CMIP6 Daily GISS-E2-1-G Near-Surface Air Temperature' +name: 'CMIP6 Daily GISS-E2-1-G Near-Surface Air Temperature (demo subset)' featured: true description: "Daily near-surface air temperature from the NASA Earth Exchange Global Daily Downscaled Projections (NEX-GDDP-CMIP6) Project." media: From 363863b1753ad09e18e1a4fed0e41c790fcdab76 Mon Sep 17 00:00:00 2001 From: Aimee Barciauskas Date: Wed, 4 Oct 2023 09:58:05 -0700 Subject: [PATCH 08/14] Update mock/datasets/cmip6-tas.data.mdx Co-authored-by: Jonas --- mock/datasets/cmip6-tas.data.mdx | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/mock/datasets/cmip6-tas.data.mdx b/mock/datasets/cmip6-tas.data.mdx index 13dee6131..db0fb44e5 100644 --- a/mock/datasets/cmip6-tas.data.mdx +++ b/mock/datasets/cmip6-tas.data.mdx @@ -70,7 +70,7 @@ There are 2 datasets listed on the AWS Registry of Open Data for [NEX-GDDP-CMIP6 ## About this dataset This dataset represents a subset of the NEX-GDDP-CMIP6 data. This dataset was constructed to demonstrate a method for visualizing the data without creating any data copies just for visualization. -This demonstration of uses the [kerchunk](https://fsspec.github.io/kerchunk/) python library to create a file - often called a reference file - which is an index of the chunks of the data stored in the original [NetCDF](https://www.unidata.ucar.edu/software/netcdf/) files. This reference file is used by a dynamic tiling library ([titiler-xarray](https://github.com/developmentseed/titiler-xarray)) to create image tiles from the underlying data. The indexes were generated for the near-surface air temperature variable (TAS) for years 1950-2014, the historical extent of the NEX-GDDP-CMIP6 project. +To prepare this dataset, we used the [kerchunk](https://fsspec.github.io/kerchunk/) python library to create a file - often called a reference file - which is an index of the chunks of the data stored in the original [NetCDF](https://www.unidata.ucar.edu/software/netcdf/) files. This reference file is used by a dynamic tiling library ([titiler-xarray](https://github.com/developmentseed/titiler-xarray)) to create image tiles from the underlying data. The indexes were generated for the near-surface air temperature variable (TAS) for years 1950-2014, the historical extent of the NEX-GDDP-CMIP6 project. \ No newline at end of file From f6bac894629c196be98dc6a3068a8f45add44c3d Mon Sep 17 00:00:00 2001 From: Aimee Barciauskas Date: Wed, 4 Oct 2023 09:58:23 -0700 Subject: [PATCH 09/14] Update mock/datasets/cmip6-tas.data.mdx Co-authored-by: Jonas --- mock/datasets/cmip6-tas.data.mdx | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/mock/datasets/cmip6-tas.data.mdx b/mock/datasets/cmip6-tas.data.mdx index db0fb44e5..71c65157b 100644 --- a/mock/datasets/cmip6-tas.data.mdx +++ b/mock/datasets/cmip6-tas.data.mdx @@ -48,7 +48,9 @@ layers: # NASA Earth Exchange Global Daily Downscaled Projections (NEX-GDDP-CMIP6) -The NEX-GDDP-CMIP6 dataset is comprised of global downscaled climate scenarios derived from the General Circulation Model (GCM) runs conducted under the Coupled Model Intercomparison Project Phase 6 (CMIP6) and across all four “Tier 1” greenhouse gas emissions scenarios known as Shared Socioeconomic Pathways (SSPs). The CMIP6 GCM runs were developed in support of the Sixth Assessment Report of the Intergovernmental Panel on Climate Change (IPCC AR6). This dataset includes downscaled projections from ScenarioMIP model runs for which daily scenarios were produced and distributed through the Earth System Grid Federation. The purpose of this dataset is to provide a set of global, high resolution, bias-corrected climate change projections that can be used to evaluate climate change impacts on processes that are sensitive to finer-scale climate gradients and the effects of local topography on climate conditions. +The NEX-GDDP-CMIP6 dataset provide a set of global, high resolution, bias-corrected climate change projections that can be used to evaluate climate change impacts on processes that are sensitive to finer-scale climate gradients and the effects of local topography on climate conditions. + +NEX-GDDP-CMIP6 is comprised of global downscaled climate scenarios derived from the General Circulation Model (GCM) runs conducted under the Coupled Model Intercomparison Project Phase 6 (CMIP6) and across all four “Tier 1” greenhouse gas emissions scenarios known as Shared Socioeconomic Pathways (SSPs). The CMIP6 GCM runs were developed in support of the Sixth Assessment Report of the Intergovernmental Panel on Climate Change (IPCC AR6). This dataset includes downscaled projections from ScenarioMIP model runs for which daily scenarios were produced and distributed through the Earth System Grid Federation. ### Summary From db94899f3f8bd2edb8c1c0b364805106f6c4c6c9 Mon Sep 17 00:00:00 2001 From: Aimee Barciauskas Date: Wed, 4 Oct 2023 09:58:31 -0700 Subject: [PATCH 10/14] Update mock/datasets/cmip6-tas.data.mdx Co-authored-by: Jonas --- mock/datasets/cmip6-tas.data.mdx | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/mock/datasets/cmip6-tas.data.mdx b/mock/datasets/cmip6-tas.data.mdx index 71c65157b..f3acc5fdb 100644 --- a/mock/datasets/cmip6-tas.data.mdx +++ b/mock/datasets/cmip6-tas.data.mdx @@ -70,7 +70,7 @@ Source: [https://www.nccs.nasa.gov/services/data-collections/land-based-products There are 2 datasets listed on the AWS Registry of Open Data for [NEX-GDDP-CMIP6](https://registry.opendata.aws/nex-gddp-cmip6/). First, there is an archive of NetCDF files from about 35 different climate models, each supplying historical and predicted values for up to 9 environment variables, daily, from 1950 to 2100. Second, there is an archive of COGs generated from the corresponding NetCDFs to support visualization via dynamic tiling using COGs. COGs are only available for 2 models. The COG archive also includes monthly aggregatations across those models. ## About this dataset -This dataset represents a subset of the NEX-GDDP-CMIP6 data. This dataset was constructed to demonstrate a method for visualizing the data without creating any data copies just for visualization. +VEDA hosts a subset of the NEX-GDDP-CMIP6 data, primarily for demo purposes. With this dataset, we demonstrate a method for visualizing the data without creating any data copies just for visualization. To prepare this dataset, we used the [kerchunk](https://fsspec.github.io/kerchunk/) python library to create a file - often called a reference file - which is an index of the chunks of the data stored in the original [NetCDF](https://www.unidata.ucar.edu/software/netcdf/) files. This reference file is used by a dynamic tiling library ([titiler-xarray](https://github.com/developmentseed/titiler-xarray)) to create image tiles from the underlying data. The indexes were generated for the near-surface air temperature variable (TAS) for years 1950-2014, the historical extent of the NEX-GDDP-CMIP6 project. From a222c7e8a23561e11a24c623f4ee359a14554ab3 Mon Sep 17 00:00:00 2001 From: Aimee Barciauskas Date: Wed, 4 Oct 2023 09:58:40 -0700 Subject: [PATCH 11/14] Update mock/datasets/cmip6-tas.data.mdx Co-authored-by: Jonas --- mock/datasets/cmip6-tas.data.mdx | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/mock/datasets/cmip6-tas.data.mdx b/mock/datasets/cmip6-tas.data.mdx index f3acc5fdb..9eb86615c 100644 --- a/mock/datasets/cmip6-tas.data.mdx +++ b/mock/datasets/cmip6-tas.data.mdx @@ -16,7 +16,7 @@ taxonomy: layers: - id: combined_CMIP6_daily_GISS-E2-1-G_tas_kerchunk_TEST stacCol: combined_CMIP6_daily_GISS-E2-1-G_tas_kerchunk_TEST - name: CMIP6 Daily GISS-E2-1-G Near-Surface Air Temperature + name: CMIP6 Daily GISS-E2-1-G Near-Surface Air Temperature (demo subset) type: zarr description: "Historical (1950-2014) daily-mean near-surface (usually, 2 meter) air temperature in Kelvin." zoomExtent: From e094ef348cb66bb73abc74fc51a5fbd446aad0c4 Mon Sep 17 00:00:00 2001 From: Aimee Barciauskas Date: Wed, 4 Oct 2023 09:58:49 -0700 Subject: [PATCH 12/14] Update mock/datasets/cmip6-tas.data.mdx Co-authored-by: Jonas --- mock/datasets/cmip6-tas.data.mdx | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/mock/datasets/cmip6-tas.data.mdx b/mock/datasets/cmip6-tas.data.mdx index 9eb86615c..c11f9d1f8 100644 --- a/mock/datasets/cmip6-tas.data.mdx +++ b/mock/datasets/cmip6-tas.data.mdx @@ -69,7 +69,7 @@ Source: [https://www.nccs.nasa.gov/services/data-collections/land-based-products There are 2 datasets listed on the AWS Registry of Open Data for [NEX-GDDP-CMIP6](https://registry.opendata.aws/nex-gddp-cmip6/). First, there is an archive of NetCDF files from about 35 different climate models, each supplying historical and predicted values for up to 9 environment variables, daily, from 1950 to 2100. Second, there is an archive of COGs generated from the corresponding NetCDFs to support visualization via dynamic tiling using COGs. COGs are only available for 2 models. The COG archive also includes monthly aggregatations across those models. -## About this dataset +## This is a demo subset of NEX-GDDP-CMIP6 VEDA hosts a subset of the NEX-GDDP-CMIP6 data, primarily for demo purposes. With this dataset, we demonstrate a method for visualizing the data without creating any data copies just for visualization. To prepare this dataset, we used the [kerchunk](https://fsspec.github.io/kerchunk/) python library to create a file - often called a reference file - which is an index of the chunks of the data stored in the original [NetCDF](https://www.unidata.ucar.edu/software/netcdf/) files. This reference file is used by a dynamic tiling library ([titiler-xarray](https://github.com/developmentseed/titiler-xarray)) to create image tiles from the underlying data. The indexes were generated for the near-surface air temperature variable (TAS) for years 1950-2014, the historical extent of the NEX-GDDP-CMIP6 project. From 7400aa2a973ee37fbfbad29325fe115f1f6af1b7 Mon Sep 17 00:00:00 2001 From: Aimee Barciauskas Date: Wed, 4 Oct 2023 10:00:40 -0700 Subject: [PATCH 13/14] Update cmip6-tas.data.mdx --- mock/datasets/cmip6-tas.data.mdx | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/mock/datasets/cmip6-tas.data.mdx b/mock/datasets/cmip6-tas.data.mdx index c11f9d1f8..ceff4223b 100644 --- a/mock/datasets/cmip6-tas.data.mdx +++ b/mock/datasets/cmip6-tas.data.mdx @@ -70,9 +70,10 @@ Source: [https://www.nccs.nasa.gov/services/data-collections/land-based-products There are 2 datasets listed on the AWS Registry of Open Data for [NEX-GDDP-CMIP6](https://registry.opendata.aws/nex-gddp-cmip6/). First, there is an archive of NetCDF files from about 35 different climate models, each supplying historical and predicted values for up to 9 environment variables, daily, from 1950 to 2100. Second, there is an archive of COGs generated from the corresponding NetCDFs to support visualization via dynamic tiling using COGs. COGs are only available for 2 models. The COG archive also includes monthly aggregatations across those models. ## This is a demo subset of NEX-GDDP-CMIP6 -VEDA hosts a subset of the NEX-GDDP-CMIP6 data, primarily for demo purposes. With this dataset, we demonstrate a method for visualizing the data without creating any data copies just for visualization. + +VEDA hosts a reference file which includes references to a subset of the NEX-GDDP-CMIP6 data, primarily for demo purposes. With this dataset, we demonstrate a method for visualizing the data without creating any data copies just for visualization. To prepare this dataset, we used the [kerchunk](https://fsspec.github.io/kerchunk/) python library to create a file - often called a reference file - which is an index of the chunks of the data stored in the original [NetCDF](https://www.unidata.ucar.edu/software/netcdf/) files. This reference file is used by a dynamic tiling library ([titiler-xarray](https://github.com/developmentseed/titiler-xarray)) to create image tiles from the underlying data. The indexes were generated for the near-surface air temperature variable (TAS) for years 1950-2014, the historical extent of the NEX-GDDP-CMIP6 project. - \ No newline at end of file + From 3aafd387433b5328662c2278cbb5e6180ae20895 Mon Sep 17 00:00:00 2001 From: Aimee Barciauskas Date: Thu, 5 Oct 2023 10:49:24 -0700 Subject: [PATCH 14/14] Add image --- mock/datasets/cmip6-tas.data.mdx | 7 ++----- mock/datasets/cmip6-tas.png | Bin 0 -> 2956796 bytes 2 files changed, 2 insertions(+), 5 deletions(-) create mode 100644 mock/datasets/cmip6-tas.png diff --git a/mock/datasets/cmip6-tas.data.mdx b/mock/datasets/cmip6-tas.data.mdx index ceff4223b..c7086b5e9 100644 --- a/mock/datasets/cmip6-tas.data.mdx +++ b/mock/datasets/cmip6-tas.data.mdx @@ -4,11 +4,8 @@ name: 'CMIP6 Daily GISS-E2-1-G Near-Surface Air Temperature (demo subset)' featured: true description: "Daily near-surface air temperature from the NASA Earth Exchange Global Daily Downscaled Projections (NEX-GDDP-CMIP6) Project." media: - src: ::file ./no2--dataset-cover.jpg - alt: Power plant shooting steam at the sky. - author: - name: Mick Truyts - url: https://unsplash.com/photos/x6WQeNYJC1w + src: ::file ./cmip6-tas.png + alt: CMIP6 Near-Surface Air Temperature Screenshot taxonomy: - name: Topics values: diff --git a/mock/datasets/cmip6-tas.png b/mock/datasets/cmip6-tas.png new file mode 100644 index 0000000000000000000000000000000000000000..37dd456aca0c1e983c50f57a3b87d5dffa6a7e58 GIT binary patch literal 2956796 zcmZU*19)Z4vOm0IJCp1<6JsW}F>x}nZQI7g&cwED+qP}n{^vdC+;i{qed~F8cdzQM zuGQVUS5^P2_70KxErI}x4GRDO5X3}($pHYcKmY(z02=a(GKS~A2mrwAnhFZahzSZ3 z%Gg;OnOYbE0HPuB%1|ou$~ZjE27jwSQKC^EP=$;DSl`Q_K^Y)qVZ;b^`;w3q)6zi_=xw?0gBpM>(!BG)Dx z6}bnYh{hN}BN9|ao0(C~BL{#`WPx(nY{Q{5{PysG_hDlDOxMy5nu)GxDz>mof|pgbm&Tq`-^;$gdU#DBFYM)$*(Lq@K6*I$#w&5#Sxl(Se$)$sn4*FopEW|T zaAmYHXY#Fpe~oxNG(vtJd#4dKyWj$lrBKa4rAi!?0*9`l!rSG)q&b8X7Py4F18wSM z5uT74|1)HZAKn>`Lr`u=V&;Sfm9ht|o`rR&kgN}3$AUdEcfR~^blywx#&V?1AadbD zsydj}z@;u*05-wWt7n|@t3Yrk47zy>>9{=<%L>k~x9d>bG)-RWbr zf7ah+zTOfdgtXxY>VS~qs_IY;LHvEl7{Gs$s6_>N;zP9afo?Ko|ASq8@{Q7i%unwM z>K9QKa0X7XGL#Qx&l`8gEW?UWyDCVuV6)=#3 z6l8Xu$%VMrXTmBQ^N17vP|LMVpZ({` z$0lM*tch7jj_8vr!8QwRC2Gnj?cQ*p39RloB522VilZ)^(Ux&5(4C(bmka3j5U5eX zVx@Rd<{f(|1F1cyK`mlim=&iRha5V)n9@SivLUFX@a?^ZCq<<;uw(>J?RkawF^mIl z8~44Qqyd^UIDO!^j&U`y3bBsvU^UqpsFOlK(8Cn*JwEnbLRKU>(#qFh2((Y-6~zMF z)7=|iq0X@>(8nnh@aQfSmL;1>L^OtWx+;Bw`(t5+BXwMx++9GkUJ6XK4-SmDN-qCIcI-DN>!z|DrQ0853Rah2at=*4X026SL zE|@DuHY6Hf^DUM&Ud=76BZx|VUOz$-|42Gy`99cc5e*b1{|NB!+oJG)ee%91iy{&U z#SK{)e3$br`?Wx<9;3DgwMSjhrB{cp8LE`ce56$e!tI+OQkk88#8`&}mV`LaS4Pho9${O}_5*KpU~fsI47aq; ztjetn>tj~A>USBGdk~r}Dp4lYfG13Vln(tO57sL(7oWV#T zo+PNlaeLyhB>gc@c>;1+rg)~b$85(8#bI{|Wr7Vv?$N|U#|D(m{u*K%f;_?bJNq+)7P_D zmBiD@mGb$u+K1s2p6Sj^f+=tj5~Ep^rV^&DCO_-c>k=I})_w5>qzf@;5@*bh$&Vk8 ztR1mhh#g&91lCWNcb%5b4!Hg7iDtc9eTV>tyf`7CB=r(0fRn6I?Zj1E>!H4UPZZUv|2ZW!8%ZJkt z=fvcqOj0Zs^&Gk9I^}BV3+mJEqVHl2%nyh}a3%w1eTVfA7!&D{=qedEk!pbhSY+4@ zE-LR;qrDqR@T@TOD9LfDXN=88Hyd$=*j6dVEj@M9cNJJx2YM_U7A?zUwem*Xy%B*> z@R;zl1YSB%l?O%5VXl79KW;4#Fvnhh{P;=q(*Wc2$8WVe6^5UJKkR=htK-+6HR!28 zsEU;-spB=iq#KUyRNbg5ma!;R);BxG)z7$NQI2^q_#FFs5e+PoSUsG zt!i;nx7s?@o}Zj~)fX<+p7%ePpG&WH+S)jXIzBCAPj46Jh7eCyFI7)mN20A$E}5pt zN6ac3=P<6aPrBybl48#FuL_;Xo!d=+bG)~WZ?bYY2l4~ASp_(9jQS8*Q*Z{$hsr0; zKSU3Pl43}SaYT3s3|Xl>=R#!*MLg{uohF?(FTC9AwvVcFC4^a{K1O@{1-E3+ZRcYz zu(sJJYlm+G5=#?@%wrd&tOFm}F0I?u+j(D}UWPnRJX<`^Js3S%pEh)Gs&|(qmW=+vytk;s!ji`?kRHsZE!HE691D;*P-Xke>Nn%k21s^RhvA3 z?59La`dM6=q?OdP#IR_wlxr+@LJLE^eNPdLJz1JGqeN^TbAIfM{ETzKqZE8*laZcs zptG>*z`a;xtdS%K=dy*}$6l`dUBOi$?ih(dfzieATUXTX;?--7iz-fy8-zx;S~sI^ zuuXlHIy!|KrQ2V;q;`f^)89H1C23Z+RZVhh#M|Nv5?Xu0`&JX4v6zXC)YgQ&%--4{ z&4jgERdX^ag8k_+tP-YY4l?KdXRzaesx@=U0h{1PAG#L4$rM_z^a zh318<3kxNA*?M&X9R>oDX&5mlJ>+m@+w?JbBP_~aVt7+wCS;b{R2G#zRsE{kTXW9sEPb)kF@2bMFyt9!`AJTbNYmLtaB?$Wxge=(-!M~ZcdK@yw!bn_l2lUQ=yaM;`C6sb_Mzrza^Hb)fP-P} zQY+hZeNzxEb)Wi^McKluQ>bSDU}2~nffVCw1Imgqvrh%@gZ_0-H4Og$!m>t zeZHAf*IB*X+VUL#mV5MMio;OzaU;Avu>y+o9BlKOT)9&+<*WknEo$t`em$U7K1D^vy-iSBTMU+$Gd69@H8ctzu zB{z#Lm+R{e3{{EAkTf(T^}@Oh9`^0M`G#xD^THhI^k?>+!`MRh!l+CbF8jT*&*k33 zr9=?k3k_R8PZb01=5PdSD94>v|n0suj#0Pz2``Tdpu zb47ope|Y|#gZ&KzKz-ezekGSI(En)-3(NxhpE9JtR~>*~UQkTzE0@=|Gc>faH?el` z^=YO1BEZ;)s@ekp7^MFs5HUHDtFQi-OchidRHP(1^sOyvbPcTa3~5{}ZT{&8z~#d6 zRkSp8&?R)Sw6L=0aN#EUR|}4>@;_u+BEo+)aWLm5QjwA&6tuQ8BxI&xqM;+=fh8m) zSAc2^2^lnYtFu8@Gvm5F>(Ei;s00lzasz5s%UR$ zCunW?#p%HFzq9@y=Kovy|7HA_Ox6FDNzX#Z@PB3gpQ`_`a?$=X_Wv^%|DNc7QNL!I z2bPQWzpKUrd#*T&`?Zj`roW^WzVffH**_Q9_pc9%f9GFi-1;u_GiWOSfDa({i(kP7 z?z+le&5smavH&hkPjIEgPOyNDl{U4ZOY6^d>&485VRf~vGk6_qUXJo z3@vnK##9>Pl>c2hP$`cB)d5)ynotslsb%`es_y4yP0dW|`$YStQHMvoqN-xDYQbxJ zN#bIw{krR=$EAjJk$zD)!-<9?_i3Mcrt

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