From 41b5d84c813ccd6a72887f11f5036a637f1933c6 Mon Sep 17 00:00:00 2001 From: malmans2 Date: Mon, 30 Sep 2024 14:16:20 +0200 Subject: [PATCH 1/6] add q01 --- ...lite-ozone-v1_climate-monitoring_q01.ipynb | 540 ++++++++++++++++++ 1 file changed, 540 insertions(+) create mode 100644 Satellite_ECVs/Atmospheric_Composition/satellite_satellite-ozone-v1_climate-monitoring_q01.ipynb diff --git a/Satellite_ECVs/Atmospheric_Composition/satellite_satellite-ozone-v1_climate-monitoring_q01.ipynb b/Satellite_ECVs/Atmospheric_Composition/satellite_satellite-ozone-v1_climate-monitoring_q01.ipynb new file mode 100644 index 00000000..2aa95b2b --- /dev/null +++ b/Satellite_ECVs/Atmospheric_Composition/satellite_satellite-ozone-v1_climate-monitoring_q01.ipynb @@ -0,0 +1,540 @@ +{ + "cells": [ + { + "attachments": { + "5c52e7e0-eed8-4e17-8af8-0ef6e6c6c316.png": { + "image/png": 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" + } + }, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "![image.png](attachment:5c52e7e0-eed8-4e17-8af8-0ef6e6c6c316.png)\n", + "\n", + "# Ozone monthly gridded data from 1970 to present derived from satellite observations - monitoring - for - policy makers\n", + "\n", + "Production date: 06-06-2024\n", + "\n", + "Produced by: Sandro Calmanti (ENEA), Chiara Volta (ENEA), Irene Cionni (ENEA)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Use Case Title: Support policy on identifying and quantifying ozone recovery \n", + "\n", + "## Quality assessment questions\n", + "\n", + "* **How well, in terms of completeness, does the longest Level-3 atmospheric ozone content data from merged satellite missions represent the variability of the ozone layer over time?**\n", + "* **How well data from merged satellite missions capture extreme events in ozone concentration?**" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Assessing the return of the ozone layer to historical levels and the full recovery from ozone-depleting substances (ODS) under the 1987 Montreal Protocol is a critical task. The Montreal Protocol required the international scientific community to provide governments with regular updates on the latest scientific knowledge about the ozone layer. Since 1987, ten reports called \"Scientific Assessment of Ozone Depletion\" have been produced. These regular assessments have guided policymakers in strengthening the provisions of the Montreal Protocol. \n", + "\n", + "Satellite data undergoes several levels of processing before it can be used to provide decision-relevant information.\n", + "\n", + "In this application, the Level-3 MERGED-UV dataset version v2000 is evaluated. A Level 3 dataset corresponds to data from a specific satellite sensor that has been quality tagged, converted to the relevant environmental variable, and aggregated on a uniform time-space grid. Level 3 datasets therefore represent a relatively low level of processing to produce usable data for decision making.\n", + "\n", + "The MERGED-UV dataset combines total column ozone measurements at a 1°x1° spatial resolution from 5 UV nadir satellite sensors (i.e., GOME, SCIAMACHY, GOME-2A/B and OMI) [[1]](https://datastore.copernicus-climate.eu/documents/satellite-ozone/C3S2_312a_Lot2_PUGS_O3_latest.pdf) , resulting in the longest L3 satellite product currently available (1995 to present)." + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Quality assessment statements\n", + "- The MERGED-UV v2000 provides a long-term, consistent record of total column ozone concentration and is therefore valuable for providing insight into the evolution of the ozone layer, although data prior to 2004 should be carefully evaluated.\n", + "\n", + "- The MERGED-UV v2000 does not include measurements during the polar night at latitudes higher than 57.5° in both hemispheres and therefore cannot be used to describe the ozone climatology and trends over these regions.\n", + " \n", + "- The lack of data in high-latitude regions during the polar night hinders the use of the MERGED-UV v2000 dataset to monitor the evolution of alarming ozone depletion at the poles.\n", + "\n", + "- Data gaps in the polar region are a direct consequence of the decision to produce a long-term consistent ozone data set suitable for trend analysis. If data coverage is to be preferred to consistency, a better choice would be to use the ozone multi-sensor reanalysis (MSR) [[2]](https://doi.org/10.5194/amt-8-3021-2015) available from 1970 to present.\n", + "\n", + "- Despite the data gaps, the MERGED-UV v2000 dataset reproduces the major ozone variations over time described in the literature.\n", + "\n", + "- MERGED-UV v2000 captures episodes of extremely low regional total column ozone associated with the impact of volcanic eruptions." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Methodology\n", + "This notebook has two main goals:\n", + "\n", + " - to show how the basic data coverage has changed over time and to highlight the potential impact on the accuracy of the final product;\n", + " - to illustrate how the satellite orbit affects the seasonal data coverage and the resulting impact on the monitoring of total ozone over critical regions.\n", + "\n", + "The methodology adopted for the analysis is split into the following steps:\n", + "\n", + "1. [Choose the data and setup the code](#sec1)\n", + " * Define data request and other parameters.\n", + " * Define required functions\n", + "2. [Data retrieval](#sec2)\n", + " * Unit conversion\n", + " * Computation of time series\n", + "3. [Plot and describe results](#sec3)\n", + " * Discussion of data coverage\n", + " * Analysis of ozone distribution and its seasonal cycle\n", + " * Time series of total column ozone (TCO)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Analysis and results\n", + "" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### 1. Choose the data to use and setup the code\n", + "\n", + "#### Define data request and other parameters\n", + "\n", + "The analysis performed in this notebook focuses on the time series of the MERGED-UV total column ozone (TCO) over a period of 26 years (January 1996 - December 2022). \n", + "\n", + "Additionally, spatially weighted means and climatological monthly averages are computed at the global scale and over 5 latitudinal bands: polar (latitudes > 60°) and mid-latitude (30°\n", + "The full dataset is retrieved, including information on the number of observations used to compute the monthly TCO at each grid point. All TCO is then converted in Dobson Unit (DU) by multiplying ozone data (in mol m$^{-2}$) by the conversion coefficient provided in the dataset as a metadata attribute.\n", + "\n", + "The computation of the time series of TCO over the regions of interest is performed by applying a weighted mean to the gridded data." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "100%|██████████| 27/27 [00:02<00:00, 12.50it/s]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "region='global'\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "100%|██████████| 27/27 [00:00<00:00, 28.05it/s]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "region='tropics'\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "100%|██████████| 27/27 [00:00<00:00, 33.09it/s]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "region='NH mid-latitudes'\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "100%|██████████| 27/27 [00:01<00:00, 19.52it/s]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "region='SH mid-latitudes'\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "100%|██████████| 27/27 [00:01<00:00, 19.20it/s]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "region='NH polar'\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "100%|██████████| 27/27 [00:01<00:00, 20.16it/s]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "region='SH polar'\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "100%|██████████| 27/27 [00:01<00:00, 17.04it/s]\n" + ] + } + ], + "source": [ + "kwargs = {\n", + " \"collection_id\": collection_id,\n", + " \"requests\": requests,\n", + " \"chunks\": {\"year\": 1},\n", + " \"preprocess\": add_time_dim,\n", + "}\n", + "\n", + "# Full dataset\n", + "ds_full = download.download_and_transform(**kwargs)\n", + "da = ds_full[varname]\n", + "with xr.set_options(keep_attrs=True):\n", + " da = da * da.attrs[\"multiplication_factor_to_convert_to_DU\"]\n", + "da.attrs[\"units\"] = \"DU\"\n", + "\n", + "# Timeseries\n", + "datasets = []\n", + "for region, transform_func_kwargs in region_slices.items():\n", + " print(f\"{region=}\")\n", + " ds = download.download_and_transform(\n", + " **kwargs,\n", + " transform_func=spatial_weighted_mean,\n", + " transform_func_kwargs=transform_func_kwargs,\n", + " drop_variables=\"time_bounds\",\n", + " )\n", + " datasets.append(ds.expand_dims(region=[region]))\n", + "ds_timeseries = xr.concat(datasets, \"region\")\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### 3. Plot and describe the results\n", + "\n", + "\n", + "#### Data Coverage\n", + "The global map of data coverage shows that the number of observations decreases from 57.5° poleward in both hemispheres. As shown in the latitudinal time series, this reduction is due to the fact that the dataset does not include measurements during the polar night (i.e., winter and summer months in the northern and the southern hemisphere, respectively). The time series also shows reduced observations between 1996 and 2002, a period during which GOME was the only active sensor. Since 2002, the number of observations slightly increases due to the activation of SCIAMACHY. In 2004, the activation of a third sensor (OMI) strongly enhanced the data coverage. Since then, the data coverage has been guaranteed over time by using at least three sensors simultaneously [[1]](https://datastore.copernicus-climate.eu/documents/satellite-ozone/C3S2_312a_Lot2_PUGS_O3_latest.pdf). Small, non-periodic reductions in the number of observations are visible after 2004 and are likely to depend on differences in the sensors and satellites used over time, such as their orbital period and swath [[3]](https://datastore.copernicus-climate.eu/documents/satellite-ozone/C3S2_312a_Lot2_ATBD_O3_latest.pdf). Small, but periodic reductions are due to differences in the length of the months (e.g., February).\n", + "\n", + "A significant impact of data coverage on the accuracy of the total ozone content can be derived as a by-product of the data assimilation process for the elaboration of the multi-sensor reanalysis [[2]](https://doi.org/10.5194/amt-8-3021-2015), which is also available on the CDS as the MSR dataset. Increasing the number of measurements used to derive the mean total ozone column by about an order of magnitude (e.g., between 2000 and 2020) corresponds to reducing the absolute error from about 20 DU to about 7 DU, which corresponds to reducing the expected error from about 6% to about 2% [[2]](https://doi.org/10.5194/amt-8-3021-2015)." + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "da_obs = ds_full[f\"{varname}_number_of_observations\"]\n", + "da_obs.attrs[\"long_name\"] = da_obs.attrs[\"long_name\"].replace(\"use\",\"used\")\n", + "plot.projected_map(da_obs.sum(dim=\"time\", keep_attrs=True), show_stats=False, extend='both')\n", + "plt.show()\n", + "\n", + "with xr.set_options(keep_attrs=True):\n", + " da_sum = da_obs.sum(\"longitude\", keep_attrs=True) / da_obs.sizes[\"longitude\"]\n", + "_ = da_sum.plot(x=\"time\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Total column ozone distribution and seasonal cycle\n", + "The global map of total column ozone (TCO) shows that TCO varies strongly with latitude. The highest TCO values are observed at latitudes around 60°S and above 30°N due to the poleward transport of tropical ozone by stratospheric air circulation [[4]](https://doi.org/10.1002/2013RG000448). As a result, tropical regions become ozone-depleted. Low TCO values are also observed below 60°S, where the Antarctic ozone hole is located [[5]](https://doi.org/10.1038/315207a0) [[6]](https://doi.org/10.1126/science.aae0061).\n", + "\n", + "The HÃļvmoller plot of the climatological monthly TCO means shows that the seasonal variability of ozone levels is small in the tropics and larger above 35° in both hemispheres. The dataset MERGED-UV is able to reproduce the TCO climatology in the tropics and mid-latitudes, with an expected maximum over eastern Asia at about 60°N and the largest TCO values over the northern polar region during winter with TCO above 410 DU [[7]](https://doi.org/10.5194/acp-11-9237-2011). However it fails to reproduce the full climatology in polar regions due to the unavailability of data during the polar night from 57.5° poleward in both hemispheres. In particular, the dataset partially captures the TCO depletion typically observed in early autumn and during the austral spring above and below 60° N and S, respectively, but cannot reproduce the low TCO levels typically observed in early austral autumn [[8]](https://doi.org/10.1029/1999RG900008) [[9]](https://ozone.unep.org/sites/default/files/2023-05/Final_20Qs%202022%20full%20document_26April2023_digital%20version-reduced_0.pdf)." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "\n", + "contour_kwargs = {\"levels\": range(200, 420, 10), \"extend\": \"both\", \"cmap\": \"turbo\"}\n", + "map = plot.projected_map(\n", + " da.mean(\"time\", keep_attrs=True),\n", + " plot_func=\"contourf\",\n", + " show_stats=False,\n", + " **contour_kwargs,\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "da_annual_cycle = da.groupby(\"time.month\").mean([\"time\", \"longitude\"], keep_attrs=True)\n", + "da_annual_cycle[\"month\"] = [\n", + " calendar.month_abbr[m] for m in da_annual_cycle[\"month\"].values\n", + "]\n", + "_ = da_annual_cycle.plot.contourf(x=\"month\", **contour_kwargs)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Time series \n", + "The deseasonalized monthly time series show the limited inter-annual variability at the global scale and over the tropics and mid-latitudes, compared to the larger variability observed over the polar regions. The time series show that the dataset is able to detect documented large variations, such as the large TCO depletion in the Arctic in 2011 and 2020, and the re-emergence of the large, long-lived ozone hole over Antarctica since 2020 due to anomalous circulation patterns [[10]](https://doi.org/10.1038/s41467-023-42637-0) [[11]](https://doi.org/10.1029/2022JD037581). The unique split in the ozone hole that occurred in the second half of 2002 is clearly visible, with anomalies above 50 DU compared to the expected seasonal cycle, consistent with more detailed analysis presented in dedicated studies [[12]](https://doi.org/10.1175/JAS-3338.1). Extremely low TCO levels, triggered by the Calbuco eruption, are also observed below 30°S in 2015 [[6]](https://doi.org/10.1126/science.aae0061). In 2010, high TCO levels are observed at mid-latitudes in the Northern Hemisphere due to simultaneous negative phases of the Arctic and North Atlantic Oscillation [[13]](https://doi.org/10.1029/2010GL046634). High TCO levels, induced by the stratospheric warming over Antarctica, are also observed in the southernmost region in 2019 [[14]](https://doi.org/10.1029/2020GL087810). Furthermore, the time series show that the dataset is able to reproduce the quasi-biennial oscillation in tropical ozone [[15]](https://doi.org/10.1029/2002JD002170)." + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "with xr.set_options(keep_attrs=True):\n", + " da_anomaly = (\n", + " ds_timeseries[varname].groupby(\"time.month\")\n", + " - ds_timeseries[varname].groupby(\"time.month\").mean()\n", + " )\n", + " da_anomaly *= da_anomaly.attrs[\"multiplication_factor_to_convert_to_DU\"]\n", + "da_anomaly.attrs[\"units\"] = \"DU\"\n", + "facet = da_anomaly.plot(row=\"region\", col_wrap=2)\n", + "for ax in facet.axs.flatten():\n", + " ax.grid()\n", + "facet.fig.autofmt_xdate(rotation=45)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## If you want to know more\n", + "### Key resources\n", + "* CDS catalog entry used in this notebook is the [Ozone monthly gridded data from 1970 to present derived from satellite observations](https://cds.climate.copernicus.eu/cdsapp#!/dataset/satellite-ozone-v1?tab=overview)\n", + "* Data download from CDS is available [here](https://cds.climate.copernicus.eu/cdsapp#!/dataset/satellite-ozone-v1?tab=form)\n", + "* A [Product User Guide and Specification](https://datastore.copernicus-climate.eu/documents/satellite-ozone/C3S2_312a_Lot2_PUGS_O3_latest.pdf) is available on the [CDS website].\n", + "\n", + "Code libraries used:\n", + "* [C3S EQC custom function](https://github.com/bopen/c3s-eqc-automatic-quality-control/tree/main/c3s_eqc_automatic_quality_control), `c3s_eqc_automatic_quality_control`, prepared by [BOpen](https://www.bopen.eu/)" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## References\n", + "\n", + "[[1]](https://datastore.copernicus-climate.eu/documents/satellite-ozone/C3S2_312a_Lot2_PUGS_O3_latest.pdf) Van Roozendael, M., et al. (2021a). Ozone Product User Guide and Specification (PUGS). Last access: March 27, 2024\n", + "\n", + "[[2]](https://doi.org/10.5194/amt-8-3021-2015) van der A, R.J., et al. (2015). Extended and refined multi sensor reanalysis of total ozone for the period 1970-2012. Atmospheric Measurement Techniques, 8, 3021-3035. \n", + "\n", + "[[3]](https://datastore.copernicus-climate.eu/documents/satellite-ozone/C3S2_312a_Lot2_ATBD_O3_latest.pdf) Van Roozendael, M., et al. (2021b). Ozone Algorithm Theoretical Basis Document (ATBD). Last access: March 28, 2024\n", + "\n", + "[[4]](https://doi.org/10.1002/2013RG000448) Butchart, N. (2014). The Brewer-Dobson circulation. Review of Geophysics, 52(2), 157-184. \n", + "\n", + "[[5]](https://doi.org/10.1038/315207a0) Farman, J.C., et al. (1985). Large losses of total ozone in Antarctica reveal seasonal ClO$_x$/NO$_x$ interaction. Nature, 315, 207-210. \n", + "\n", + "[[6]](https://doi.org/10.1126/science.aae0061) Solomon, S., Ivy, D. J., Kinnison, D., Mills, M. J., Neely III, R. R., & Schmidt, A. (2016). Emergence of healing in the Antarctic ozone layer. Science, 353(6296), 269-274. \n", + "\n", + "[[7]](https://doi.org/10.5194/acp-11-9237-2011) Ziemke, J. R., Chandra, S., Labow, G. J., Bhartia, P. K., Froidevaux, L., & Witte, J. C. (2011). A global climatology of tropospheric and stratospheric ozone derived from Aura OMI and MLS measurements. Atmospheric Chemistry and Physics, 11(17), 9237-9251. \n", + "\n", + "[[8]](https://doi.org/10.1029/1999RG900008) Solomon, S. (1999). Stratospheric ozone depletion: A review of concepts and history. Review of Geophysics, 37(3), 275-316. \n", + "\n", + "[[9]](https://ozone.unep.org/sites/default/files/2023-05/Final_20Qs%202022%20full%20document_26April2023_digital%20version-reduced_0.pdf) Ross, J.S., et al. (2023). Twenty Questions and Answers About the Ozone Layer: 2022 Update, Scientific Assessment of Ozone Depletion: 2022, 75 pp., WMO, Geneva, Switzerland.\n", + "\n", + "[[10]](https://doi.org/10.1038/s41467-023-42637-0) Kessenich, H.E., et al. (2023). Potential drivers of the recent large Antarctic ozone holes. Nature Communications, 14, 7259. \n", + "\n", + "[[11]](https://doi.org/10.1029/2022JD037581) Petkov, B.H., et al. (2023. Un Unprecedented Arctic Ozone Depletion Evnet During Spring 2020 and Its Impacts Across Europe. Journal of Geophysical Research: Atmospheres, 128, e2022JD037581. \n", + "\n", + "[[12]](https://doi.org/10.1175/JAS-3338.1) Stolarski, R. S., McPeters, R. D., & Newman, P. A. (2005). The ozone hole of 2002 as measured by TOMS. Journal of the atmospheric sciences, 62(3), 716-720.\n", + "\n", + "[[13]](https://doi.org/10.1029/2010GL046634) Steinbrecht, W., et al. (2011). Very high ozone columns at northern mid-latitudes in 2010. Geophysical research Letters, 38, L06803. \n", + "\n", + "[[14]](https://doi.org/10.1029/2020GL087810) Safieddine, S., et al. (2020). Antarctic ozone enhancement during the 2019 sudden stratospheric warming event. Geophysical Research Letters,47,e2020GL087810. \n", + "\n", + "[[15]](https://doi.org/10.1029/2002JD002170) Logan, J.A., et al. (2003). Quasibiennial oscillation in tropical ozone as revealed by ozonesonde and satellite date. Journal of Geophysical Research, 108, 4244(D8). " + ] + } + ], + "metadata": { + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.10" + }, + "vscode": { + "interpreter": { + "hash": "39a16a1176456aec0710d6d8dd097fdfd8eece03838aebbaaddfca0f16ac2477" + } + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} From 366cce4c8c35fff1a36f73c8e23a7fe62b9e1c8e Mon Sep 17 00:00:00 2001 From: malmans2 Date: Mon, 30 Sep 2024 14:18:16 +0200 Subject: [PATCH 2/6] fix references --- ..._satellite-ozone-v1_climate-monitoring_q01.ipynb | 13 +++++++------ 1 file changed, 7 insertions(+), 6 deletions(-) diff --git a/Satellite_ECVs/Atmospheric_Composition/satellite_satellite-ozone-v1_climate-monitoring_q01.ipynb b/Satellite_ECVs/Atmospheric_Composition/satellite_satellite-ozone-v1_climate-monitoring_q01.ipynb index 2aa95b2b..60b7e0bc 100644 --- a/Satellite_ECVs/Atmospheric_Composition/satellite_satellite-ozone-v1_climate-monitoring_q01.ipynb +++ b/Satellite_ECVs/Atmospheric_Composition/satellite_satellite-ozone-v1_climate-monitoring_q01.ipynb @@ -74,13 +74,13 @@ "\n", "The methodology adopted for the analysis is split into the following steps:\n", "\n", - "1. [Choose the data and setup the code](#sec1)\n", + "1. [](sec1)\n", " * Define data request and other parameters.\n", " * Define required functions\n", - "2. [Data retrieval](#sec2)\n", + "2. [](sec2)\n", " * Unit conversion\n", " * Computation of time series\n", - "3. [Plot and describe results](#sec3)\n", + "3. [](sec3)\n", " * Discussion of data coverage\n", " * Analysis of ozone distribution and its seasonal cycle\n", " * Time series of total column ozone (TCO)" @@ -98,8 +98,9 @@ "cell_type": "markdown", "metadata": {}, "source": [ + "(sec1)=\n", "### 1. Choose the data to use and setup the code\n", - "\n", + "\n", "#### Define data request and other parameters\n", "\n", "The analysis performed in this notebook focuses on the time series of the MERGED-UV total column ozone (TCO) over a period of 26 years (January 1996 - December 2022). \n", @@ -180,8 +181,8 @@ "cell_type": "markdown", "metadata": {}, "source": [ + "(sec2)=\n", "### 2. Data retrieval\n", - "\n", "The full dataset is retrieved, including information on the number of observations used to compute the monthly TCO at each grid point. All TCO is then converted in Dobson Unit (DU) by multiplying ozone data (in mol m$^{-2}$) by the conversion coefficient provided in the dataset as a metadata attribute.\n", "\n", "The computation of the time series of TCO over the regions of interest is performed by applying a weighted mean to the gridded data." @@ -318,9 +319,9 @@ "cell_type": "markdown", "metadata": {}, "source": [ + "(sec3)=\n", "### 3. Plot and describe the results\n", "\n", - "\n", "#### Data Coverage\n", "The global map of data coverage shows that the number of observations decreases from 57.5° poleward in both hemispheres. As shown in the latitudinal time series, this reduction is due to the fact that the dataset does not include measurements during the polar night (i.e., winter and summer months in the northern and the southern hemisphere, respectively). The time series also shows reduced observations between 1996 and 2002, a period during which GOME was the only active sensor. Since 2002, the number of observations slightly increases due to the activation of SCIAMACHY. In 2004, the activation of a third sensor (OMI) strongly enhanced the data coverage. Since then, the data coverage has been guaranteed over time by using at least three sensors simultaneously [[1]](https://datastore.copernicus-climate.eu/documents/satellite-ozone/C3S2_312a_Lot2_PUGS_O3_latest.pdf). Small, non-periodic reductions in the number of observations are visible after 2004 and are likely to depend on differences in the sensors and satellites used over time, such as their orbital period and swath [[3]](https://datastore.copernicus-climate.eu/documents/satellite-ozone/C3S2_312a_Lot2_ATBD_O3_latest.pdf). Small, but periodic reductions are due to differences in the length of the months (e.g., February).\n", "\n", From ce36d01bc5f30dedc10f5744dd4cb04598628060 Mon Sep 17 00:00:00 2001 From: malmans2 Date: Mon, 30 Sep 2024 14:24:02 +0200 Subject: [PATCH 3/6] remove logo --- ...ellite_satellite-ozone-v1_climate-monitoring_q01.ipynb | 8 +------- 1 file changed, 1 insertion(+), 7 deletions(-) diff --git a/Satellite_ECVs/Atmospheric_Composition/satellite_satellite-ozone-v1_climate-monitoring_q01.ipynb b/Satellite_ECVs/Atmospheric_Composition/satellite_satellite-ozone-v1_climate-monitoring_q01.ipynb index 60b7e0bc..eb70fa32 100644 --- a/Satellite_ECVs/Atmospheric_Composition/satellite_satellite-ozone-v1_climate-monitoring_q01.ipynb +++ b/Satellite_ECVs/Atmospheric_Composition/satellite_satellite-ozone-v1_climate-monitoring_q01.ipynb @@ -1,16 +1,10 @@ { "cells": [ { - "attachments": { - "5c52e7e0-eed8-4e17-8af8-0ef6e6c6c316.png": { - "image/png": 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" - } - }, + "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ - "![image.png](attachment:5c52e7e0-eed8-4e17-8af8-0ef6e6c6c316.png)\n", - "\n", "# Ozone monthly gridded data from 1970 to present derived from satellite observations - monitoring - for - policy makers\n", "\n", "Production date: 06-06-2024\n", From c00d75c8dfd475f6a87e3d5ff306fadb868d62db Mon Sep 17 00:00:00 2001 From: malmans2 Date: Mon, 30 Sep 2024 17:07:18 +0200 Subject: [PATCH 4/6] quiet --- ...lite-ozone-v1_climate-monitoring_q01.ipynb | 150 +++++------------- 1 file changed, 43 insertions(+), 107 deletions(-) diff --git a/Satellite_ECVs/Atmospheric_Composition/satellite_satellite-ozone-v1_climate-monitoring_q01.ipynb b/Satellite_ECVs/Atmospheric_Composition/satellite_satellite-ozone-v1_climate-monitoring_q01.ipynb index eb70fa32..bd3e324d 100644 --- a/Satellite_ECVs/Atmospheric_Composition/satellite_satellite-ozone-v1_climate-monitoring_q01.ipynb +++ b/Satellite_ECVs/Atmospheric_Composition/satellite_satellite-ozone-v1_climate-monitoring_q01.ipynb @@ -7,6 +7,7 @@ "source": [ "# Ozone monthly gridded data from 1970 to present derived from satellite observations - monitoring - for - policy makers\n", "\n", + "\n", "Production date: 06-06-2024\n", "\n", "Produced by: Sandro Calmanti (ENEA), Chiara Volta (ENEA), Irene Cionni (ENEA)" @@ -16,9 +17,14 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## Use Case Title: Support policy on identifying and quantifying ozone recovery \n", - "\n", - "## Quality assessment questions\n", + "## 🌍 Use Case: Support policy on identifying and quantifying ozone recovery " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## ❓ Quality assessment questions\n", "\n", "* **How well, in terms of completeness, does the longest Level-3 atmospheric ozone content data from merged satellite missions represent the variability of the ozone layer over time?**\n", "* **How well data from merged satellite missions capture extreme events in ozone concentration?**" @@ -42,25 +48,24 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## Quality assessment statements\n", - "- The MERGED-UV v2000 provides a long-term, consistent record of total column ozone concentration and is therefore valuable for providing insight into the evolution of the ozone layer, although data prior to 2004 should be carefully evaluated.\n", - "\n", - "- The MERGED-UV v2000 does not include measurements during the polar night at latitudes higher than 57.5° in both hemispheres and therefore cannot be used to describe the ozone climatology and trends over these regions.\n", - " \n", - "- The lack of data in high-latitude regions during the polar night hinders the use of the MERGED-UV v2000 dataset to monitor the evolution of alarming ozone depletion at the poles.\n", - "\n", - "- Data gaps in the polar region are a direct consequence of the decision to produce a long-term consistent ozone data set suitable for trend analysis. If data coverage is to be preferred to consistency, a better choice would be to use the ozone multi-sensor reanalysis (MSR) [[2]](https://doi.org/10.5194/amt-8-3021-2015) available from 1970 to present.\n", - "\n", - "- Despite the data gaps, the MERGED-UV v2000 dataset reproduces the major ozone variations over time described in the literature.\n", - "\n", - "- MERGED-UV v2000 captures episodes of extremely low regional total column ozone associated with the impact of volcanic eruptions." + "## đŸ“ĸ Quality assessment statements\n", + "\n", + "```{admonition} These are the key outcomes of this quality assessment\n", + ":class: note\n", + "* The MERGED-UV v2000 provides a long-term, consistent record of total column ozone concentration and is therefore valuable for providing insight into the evolution of the ozone layer, although data prior to 2004 should be carefully evaluated.\n", + "* The MERGED-UV v2000 does not include measurements during the polar night at latitudes higher than 57.5° in both hemispheres and therefore cannot be used to describe the ozone climatology and trends over these regions.\n", + "* The lack of data in high-latitude regions during the polar night hinders the use of the MERGED-UV v2000 dataset to monitor the evolution of alarming ozone depletion at the poles.\n", + "* Data gaps in the polar region are a direct consequence of the decision to produce a long-term consistent ozone data set suitable for trend analysis. If data coverage is to be preferred to consistency, a better choice would be to use the ozone multi-sensor reanalysis (MSR) [[2]](https://doi.org/10.5194/amt-8-3021-2015) available from 1970 to present.\n", + "* Despite the data gaps, the MERGED-UV v2000 dataset reproduces the major ozone variations over time described in the literature.\n", + "* MERGED-UV v2000 captures episodes of extremely low regional total column ozone associated with the impact of volcanic eruptions.\n", + "```" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "## Methodology\n", + "## 📋 Methodology\n", "This notebook has two main goals:\n", "\n", " - to show how the basic data coverage has changed over time and to highlight the potential impact on the accuracy of the final product;\n", @@ -68,24 +73,25 @@ "\n", "The methodology adopted for the analysis is split into the following steps:\n", "\n", - "1. [](sec1)\n", - " * Define data request and other parameters.\n", - " * Define required functions\n", - "2. [](sec2)\n", - " * Unit conversion\n", - " * Computation of time series\n", - "3. [](sec3)\n", - " * Discussion of data coverage\n", - " * Analysis of ozone distribution and its seasonal cycle\n", - " * Time series of total column ozone (TCO)" + "[](sec1)\n", + "* Define data request and other parameters.\n", + "* Define required functions\n", + " \n", + "[](sec2)\n", + "* Unit conversion\n", + "* Computation of time series\n", + " \n", + "[](sec3)\n", + "* Discussion of data coverage\n", + "* Analysis of ozone distribution and its seasonal cycle\n", + "* Time series of total column ozone (TCO)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "## Analysis and results\n", - "" + "## 📈 Analysis and results" ] }, { @@ -177,6 +183,7 @@ "source": [ "(sec2)=\n", "### 2. Data retrieval\n", + "\n", "The full dataset is retrieved, including information on the number of observations used to compute the monthly TCO at each grid point. All TCO is then converted in Dobson Unit (DU) by multiplying ozone data (in mol m$^{-2}$) by the conversion coefficient provided in the dataset as a metadata attribute.\n", "\n", "The computation of the time series of TCO over the regions of interest is performed by applying a weighted mean to the gridded data." @@ -191,92 +198,20 @@ "name": "stderr", "output_type": "stream", "text": [ - "100%|██████████| 27/27 [00:02<00:00, 12.50it/s]\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "region='global'\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "100%|██████████| 27/27 [00:00<00:00, 28.05it/s]\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "region='tropics'\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "100%|██████████| 27/27 [00:00<00:00, 33.09it/s]\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "region='NH mid-latitudes'\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "100%|██████████| 27/27 [00:01<00:00, 19.52it/s]\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "region='SH mid-latitudes'\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "100%|██████████| 27/27 [00:01<00:00, 19.20it/s]\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "region='NH polar'\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "100%|██████████| 27/27 [00:01<00:00, 20.16it/s]\n" + "100%|██████████| 27/27 [00:00<00:00, 59.02it/s]\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ + "region='global'\n", + "region='tropics'\n", + "region='NH mid-latitudes'\n", + "region='SH mid-latitudes'\n", + "region='NH polar'\n", "region='SH polar'\n" ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "100%|██████████| 27/27 [00:01<00:00, 17.04it/s]\n" - ] } ], "source": [ @@ -303,6 +238,7 @@ " transform_func=spatial_weighted_mean,\n", " transform_func_kwargs=transform_func_kwargs,\n", " drop_variables=\"time_bounds\",\n", + " quiet = True\n", " )\n", " datasets.append(ds.expand_dims(region=[region]))\n", "ds_timeseries = xr.concat(datasets, \"region\")\n", @@ -462,7 +398,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## If you want to know more\n", + "## ℹī¸ If you want to know more\n", "### Key resources\n", "* CDS catalog entry used in this notebook is the [Ozone monthly gridded data from 1970 to present derived from satellite observations](https://cds.climate.copernicus.eu/cdsapp#!/dataset/satellite-ozone-v1?tab=overview)\n", "* Data download from CDS is available [here](https://cds.climate.copernicus.eu/cdsapp#!/dataset/satellite-ozone-v1?tab=form)\n", From 27a9761c4ba7063ab74163f43074bfa1f05c642e Mon Sep 17 00:00:00 2001 From: jpmartins83 Date: Mon, 21 Oct 2024 15:49:38 +0200 Subject: [PATCH 5/6] editorial corrections to ozone q01 assessment --- ...atellite-ozone-v1_climate-monitoring_q01.ipynb | 15 +++++---------- 1 file changed, 5 insertions(+), 10 deletions(-) diff --git a/Satellite_ECVs/Atmospheric_Composition/satellite_satellite-ozone-v1_climate-monitoring_q01.ipynb b/Satellite_ECVs/Atmospheric_Composition/satellite_satellite-ozone-v1_climate-monitoring_q01.ipynb index bd3e324d..ccb77c55 100644 --- a/Satellite_ECVs/Atmospheric_Composition/satellite_satellite-ozone-v1_climate-monitoring_q01.ipynb +++ b/Satellite_ECVs/Atmospheric_Composition/satellite_satellite-ozone-v1_climate-monitoring_q01.ipynb @@ -5,7 +5,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "# Ozone monthly gridded data from 1970 to present derived from satellite observations - monitoring - for - policy makers\n", + "# Temporal and spatial completeness of the satellite-derived Ozone for policy making and variability studies\n", "\n", "\n", "Production date: 06-06-2024\n", @@ -400,9 +400,9 @@ "source": [ "## ℹī¸ If you want to know more\n", "### Key resources\n", - "* CDS catalog entry used in this notebook is the [Ozone monthly gridded data from 1970 to present derived from satellite observations](https://cds.climate.copernicus.eu/cdsapp#!/dataset/satellite-ozone-v1?tab=overview)\n", - "* Data download from CDS is available [here](https://cds.climate.copernicus.eu/cdsapp#!/dataset/satellite-ozone-v1?tab=form)\n", - "* A [Product User Guide and Specification](https://datastore.copernicus-climate.eu/documents/satellite-ozone/C3S2_312a_Lot2_PUGS_O3_latest.pdf) is available on the [CDS website].\n", + "* CDS catalog entry used in this notebook is the [Ozone monthly gridded data from 1970 to present derived from satellite observations](https://cds.climate.copernicus.eu/datasets/satellite-ozone-v1?tab=overview)\n", + "* Data download from CDS is available [here](https://cds.climate.copernicus.eu/datasets/satellite-ozone-v1?tab=download)\n", + "* A Product User Guide and Specification is available on the [Satellite Ozone Catalogue Entry of the CDS](https://cds.climate.copernicus.eu/datasets/satellite-ozone-v1?tab=documentation).\n", "\n", "Code libraries used:\n", "* [C3S EQC custom function](https://github.com/bopen/c3s-eqc-automatic-quality-control/tree/main/c3s_eqc_automatic_quality_control), `c3s_eqc_automatic_quality_control`, prepared by [BOpen](https://www.bopen.eu/)" @@ -458,12 +458,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.10" - }, - "vscode": { - "interpreter": { - "hash": "39a16a1176456aec0710d6d8dd097fdfd8eece03838aebbaaddfca0f16ac2477" - } + "version": "3.11.9" } }, "nbformat": 4, From 5eac3af712618dbe268e7bf99749a5cb73fe33c5 Mon Sep 17 00:00:00 2001 From: jpmartins83 Date: Mon, 21 Oct 2024 16:37:46 +0200 Subject: [PATCH 6/6] edits on ozone q01 --- .../satellite_satellite-ozone-v1_climate-monitoring_q01.ipynb | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/Satellite_ECVs/Atmospheric_Composition/satellite_satellite-ozone-v1_climate-monitoring_q01.ipynb b/Satellite_ECVs/Atmospheric_Composition/satellite_satellite-ozone-v1_climate-monitoring_q01.ipynb index ccb77c55..9838e960 100644 --- a/Satellite_ECVs/Atmospheric_Composition/satellite_satellite-ozone-v1_climate-monitoring_q01.ipynb +++ b/Satellite_ECVs/Atmospheric_Composition/satellite_satellite-ozone-v1_climate-monitoring_q01.ipynb @@ -17,7 +17,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## 🌍 Use Case: Support policy on identifying and quantifying ozone recovery " + "## 🌍 Use case: Support policy on identifying and quantifying ozone recovery " ] }, { @@ -413,7 +413,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## References\n", + "### References\n", "\n", "[[1]](https://datastore.copernicus-climate.eu/documents/satellite-ozone/C3S2_312a_Lot2_PUGS_O3_latest.pdf) Van Roozendael, M., et al. (2021a). Ozone Product User Guide and Specification (PUGS). Last access: March 27, 2024\n", "\n",