{ "cells": [ { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "# Chapter 1: Greenhouse Gase - The prime suspect" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Long-Term Development of CO2 and CH4 Concentrations" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Generation of plots based on [the relevant Climate Indicators' report](https://climate.copernicus.eu/climate-indicators/greenhouse-gas-concentrations)." ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "The ongoing climate change and the subsequent incease of earth's temperature is a hot topic in recent years; a topic that has lately expanded from the purely scientific communities and now touches almost all aspects of our lives. There is much said about the role that the GreenHouse Gases (GHG) play in this climatic crisis. Let's follow this tutorial and find out if and how the concentrations of two key GHG (carbon dioxide - CO2, and methane - CH4) changed in the last decades.\n", "\n", "In this tutorial we will:\n", "1. Search, download, and view data freely available in [Climate Data Store](https://cds.climate.copernicus.eu/cdsapp#!/home).\n", "2. Calculate global and regional monthly timeseries.\n", "3. Mask the data and use spatiotemporal subsets for plotting.\n", "3. View time series and analyse trends.\n", "4. Create gridded plots and analyse spatial variations." ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "
\n", "NOTE:\n", "Before interacting with the following notebook, please ensure you've reviewed the How to Execute the Notebooks section.\n", "
" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", "
Run the tutorial via free cloud platforms: \n", " \"Binder\"\n", " \"Kaggle\"\n", " \"Colab\"
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "-----------" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "### Section 1. Install & import the necessary packages.\n", "\n", "The first step for being able to analyse and plot the data is to download and import the necessary libraries for this tutorial. We categorized the libraries based on that they are used for: general libraries, libraries for data analysis, and plotting libraries." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "# General libraries\n", "from string import ascii_lowercase as ABC # String operations\n", "import datetime # date\n", "import calendar # date calculations\n", "import zipfile # for unzipping data\n", "import os # operating system interfaces library\n", "import cdsapi # CDS API\n", "import urllib3 # Disable warnings for data download via API\n", "urllib3.disable_warnings()\n", "\n", "# Libraries for working with multidimensional arrays\n", "import numpy as np # for n-d arrays\n", "import pandas as pd # for 2-d arrays (including metadata for the rows & columns)\n", "import xarray as xr # for n-d arrays (including metadata for all the dimensions)\n", "\n", "# Libraries for plotting and visualising data\n", "import matplotlib.pyplot as plt\n", "import matplotlib.dates as mdates\n", "from mpl_toolkits.axes_grid1.inset_locator import inset_axes\n", "import seaborn as sns\n", "import cartopy.crs as ccrs\n", "import cartopy.feature as cfeature\n", "import cartopy.mpl.geoaxes" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "The below is for having a consistent plotting across all tutorials. It **will NOT work in Google Colab** or other cloud services, unless you include the file (available in the Github repository) in the cloud and in the same directory as this notebook, and use the correct path, e.g.\n", "`plt.style.use('copernicus.mplstyle')`." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "plt.style.use('../copernicus.mplstyle') # use the predefined matplotlib style for consistent plotting across all tutorials" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "### Section 2. Download data from CDS." ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "Let's create a folder were all the data will be stored." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "dir_loc = 'data/' # assign folder for storing the downloaded data\n", "os.makedirs(dir_loc, exist_ok=True) # create the folder if not available" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "Enter CDS API key\n", "\n", "\n", "We will request data from the Climate Data Store (CDS) programmatically with the help of the CDS API. Let us make use of the option to manually set the CDS API credentials. First, you have to define two variables: `URL` and `KEY` which build together your CDS API key. The string of characters that make up your KEY includes your personal User ID and CDS API key. To obtain these, first register or login to the CDS (http://cds.climate.copernicus.eu), then visit https://cds.climate.copernicus.eu/api-how-to and copy the string of characters listed after \"key:\". Replace the `#########` below with that string." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "# CDS key\n", "cds_url = 'https://cds.climate.copernicus.eu/api/v2'\n", "cds_key = '########' # please add your key here the format should be as {uid}:{api-key}" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "Get GHG data from the satellite products, that are available at CDS.\n", "In CDS a user can browse all available data from the search option, and once the selected dataset is identified, one can see from the download tab the exact API request. For example in [this link](https://cds.climate.copernicus.eu/cdsapp#!/dataset/satellite-methane?tab=form) you can see the satellite methane data. For this tutorial we used the options:\n", "- Processing level: Level 3\n", "- Variable: Column-averaged dry-air mixing ratios of methane (XCH4) and related variables\n", "- Version: 4.4\n", "- Format: zip" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2023-06-24 20:35:51,245 INFO Welcome to the CDS\n", "2023-06-24 20:35:51,246 INFO Sending request to https://cds.climate.copernicus.eu/api/v2/resources/satellite-methane\n", "2023-06-24 20:35:51,829 INFO Request is completed\n", "2023-06-24 20:35:51,830 INFO Downloading https://download-0012-clone.copernicus-climate.eu/cache-compute-0012/cache/data7/dataset-satellite-methane-9e933b79-0a27-4f67-bc8e-a998a1580be3.zip to data/satellites_CH4.zip (15.1M)\n", "2023-06-24 20:36:02,142 INFO Download rate 1.5M/s \n", "2023-06-24 20:36:02,380 INFO Welcome to the CDS\n", "2023-06-24 20:36:02,381 INFO Sending request to https://cds.climate.copernicus.eu/api/v2/resources/satellite-carbon-dioxide\n", "2023-06-24 20:36:03,012 INFO Downloading https://download-0021.copernicus-climate.eu/cache-compute-0021/cache/data5/dataset-satellite-carbon-dioxide-b104dd8a-ea1d-4b6d-b68d-32edda46a5f1.zip to data/satellites_CO2.zip (12.2M)\n", "2023-06-24 20:36:20,484 INFO Download rate 717.3K/s \n" ] }, { "data": { "text/plain": [ "Result(content_length=12831918,content_type=application/zip,location=https://download-0021.copernicus-climate.eu/cache-compute-0021/cache/data5/dataset-satellite-carbon-dioxide-b104dd8a-ea1d-4b6d-b68d-32edda46a5f1.zip)" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "c = cdsapi.Client(url=cds_url, key=cds_key)\n", "\n", "c.retrieve(\n", " 'satellite-methane',\n", " {\n", " 'format': 'zip',\n", " 'processing_level': 'level_3',\n", " 'sensor_and_algorithm': 'merged_obs4mips',\n", " 'version': '4.4',\n", " 'variable': 'xch4',\n", " },\n", " f'{dir_loc}satellites_CH4.zip')\n", "\n", "c.retrieve(\n", " 'satellite-carbon-dioxide',\n", " {\n", " 'format': 'zip',\n", " 'processing_level': 'level_3',\n", " 'sensor_and_algorithm': 'merged_obs4mips',\n", " 'version': '4.4',\n", " 'variable': 'xco2',\n", " },\n", " f'{dir_loc}satellites_CO2.zip')" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "The data are downloaded in zip format. Let's unzip them and rename them with an intuitive name." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "# unzip the satellite data, rename the file and delete the original zip\n", "for i_ghg in ['CO2', 'CH4']: # loop through both variables\n", " with zipfile.ZipFile(f'{dir_loc}satellites_{i_ghg}.zip','r') as zip_ref:\n", " zip_ref.extractall(dir_loc) # unzip file\n", " source_file = '200301_202112-C3S-L3_GHG-GHG_PRODUCTS-MERGED-MERGED-OBS4MIPS-MERGED-v4.4.nc' # the name of the unzipped file\n", " os.rename(f'{dir_loc}{source_file}', f'{dir_loc}satellites_{i_ghg}.nc') # rename to more intuitive name\n", " os.remove(f'{dir_loc}satellites_{i_ghg}.zip') # delete original zip file\n", "\n", "# read the data with xarray\n", "co2_satellites = xr.open_dataset(f'{dir_loc}satellites_CO2.nc')\n", "ch4_satellites = xr.open_dataset(f'{dir_loc}satellites_CH4.nc')" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "Let's observe how the satellite data looks like. Notice that the grid is 5 degrees lot, lat, and that the time coordinate refers to the middle day of the relevant month. There are also a lot of different variables, including the CO2 values and standard deviations related to the uncertainty." ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "
<xarray.Dataset>\n",
       "Dimensions:                  (time: 228, bnds: 2, lat: 36, lon: 72, pressure: 10)\n",
       "Coordinates:\n",
       "  * time                     (time) datetime64[ns] 2003-01-16T12:00:00 ... 20...\n",
       "  * lat                      (lat) float64 -87.5 -82.5 -77.5 ... 77.5 82.5 87.5\n",
       "  * lon                      (lon) float64 -177.5 -172.5 -167.5 ... 172.5 177.5\n",
       "Dimensions without coordinates: bnds, pressure\n",
       "Data variables:\n",
       "    time_bnds                (time, bnds) datetime64[ns] ...\n",
       "    lat_bnds                 (lat, bnds) float64 ...\n",
       "    lon_bnds                 (lon, bnds) float64 ...\n",
       "    pre                      (pressure) float64 ...\n",
       "    pre_bnds                 (pressure, bnds) float64 ...\n",
       "    land_fraction            (lat, lon) float64 ...\n",
       "    xco2                     (time, lat, lon) float32 ...\n",
       "    xco2_nobs                (time, lat, lon) float64 ...\n",
       "    xco2_stderr              (time, lat, lon) float32 ...\n",
       "    xco2_stddev              (time, lat, lon) float32 ...\n",
       "    column_averaging_kernel  (time, pressure, lat, lon) float32 ...\n",
       "    vmr_profile_co2_apriori  (time, pressure, lat, lon) float32 ...\n",
       "Attributes: (12/28)\n",
       "    activity_id:            obs4MIPs\n",
       "    comment:                Since long time, climate modellers use ensemble a...\n",
       "    contact:                Maximilian Reuter (maximilian.reuter@iup.physik.u...\n",
       "    Conventions:            CF-1.7 ODS-2.1\n",
       "    creation_date:          2022-07-10T09:25:22Z\n",
       "    data_specs_version:     2.1.0\n",
       "    ...                     ...\n",
       "    source_version_number:  v4.4\n",
       "    title:                  C3S XCO2 v4.4\n",
       "    tracking_id:            ca42b88b-c774-4a16-9ad8-a49f9a4839fd\n",
       "    variable_id:            xco2\n",
       "    variant_info:           Best Estimate\n",
       "    variant_label:          BE
" ], "text/plain": [ "\n", "Dimensions: (time: 228, bnds: 2, lat: 36, lon: 72, pressure: 10)\n", "Coordinates:\n", " * time (time) datetime64[ns] 2003-01-16T12:00:00 ... 20...\n", " * lat (lat) float64 -87.5 -82.5 -77.5 ... 77.5 82.5 87.5\n", " * lon (lon) float64 -177.5 -172.5 -167.5 ... 172.5 177.5\n", "Dimensions without coordinates: bnds, pressure\n", "Data variables:\n", " time_bnds (time, bnds) datetime64[ns] ...\n", " lat_bnds (lat, bnds) float64 ...\n", " lon_bnds (lon, bnds) float64 ...\n", " pre (pressure) float64 ...\n", " pre_bnds (pressure, bnds) float64 ...\n", " land_fraction (lat, lon) float64 ...\n", " xco2 (time, lat, lon) float32 ...\n", " xco2_nobs (time, lat, lon) float64 ...\n", " xco2_stderr (time, lat, lon) float32 ...\n", " xco2_stddev (time, lat, lon) float32 ...\n", " column_averaging_kernel (time, pressure, lat, lon) float32 ...\n", " vmr_profile_co2_apriori (time, pressure, lat, lon) float32 ...\n", "Attributes: (12/28)\n", " activity_id: obs4MIPs\n", " comment: Since long time, climate modellers use ensemble a...\n", " contact: Maximilian Reuter (maximilian.reuter@iup.physik.u...\n", " Conventions: CF-1.7 ODS-2.1\n", " creation_date: 2022-07-10T09:25:22Z\n", " data_specs_version: 2.1.0\n", " ... ...\n", " source_version_number: v4.4\n", " title: C3S XCO2 v4.4\n", " tracking_id: ca42b88b-c774-4a16-9ad8-a49f9a4839fd\n", " variable_id: xco2\n", " variant_info: Best Estimate\n", " variant_label: BE" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "co2_satellites" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "
\n", " \n", "NOTE:
\n", "The selected datasets have data up to 2021. For the ones interested in expanding the data with near-real time information, satellite measurements for the recent period are available [here](http://www.iup.uni-bremen.de/~ghguser/gosat_focal.php). \n", "
" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# \"quick and dirty\" plot of the data\n", "co2_satellites['xco2'].isel(time=0).plot() " ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "Since we have a different variable for each GHG it is easier to combine them both in one variable." ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "
<xarray.Dataset>\n",
       "Dimensions:  (time: 228, lat: 36, lon: 72)\n",
       "Coordinates:\n",
       "  * time     (time) datetime64[ns] 2003-01-16T12:00:00 ... 2021-12-16T12:00:00\n",
       "  * lat      (lat) float64 -87.5 -82.5 -77.5 -72.5 -67.5 ... 72.5 77.5 82.5 87.5\n",
       "  * lon      (lon) float64 -177.5 -172.5 -167.5 -162.5 ... 167.5 172.5 177.5\n",
       "Data variables:\n",
       "    xco2     (time, lat, lon) float32 nan nan nan nan nan ... nan nan nan nan\n",
       "    xch4     (time, lat, lon) float32 nan nan nan nan nan ... nan nan nan nan\n",
       "Attributes:\n",
       "    standard_name:  dry_atmosphere_mole_fraction_of_carbon_dioxide\n",
       "    long_name:      column-average dry-air mole fraction of atmospheric carbo...\n",
       "    units:          1\n",
       "    cell_methods:   time: mean\n",
       "    fill_value:     1e+20\n",
       "    comment:        Satellite retrieved column-average dry-air mole fraction ...
" ], "text/plain": [ "\n", "Dimensions: (time: 228, lat: 36, lon: 72)\n", "Coordinates:\n", " * time (time) datetime64[ns] 2003-01-16T12:00:00 ... 2021-12-16T12:00:00\n", " * lat (lat) float64 -87.5 -82.5 -77.5 -72.5 -67.5 ... 72.5 77.5 82.5 87.5\n", " * lon (lon) float64 -177.5 -172.5 -167.5 -162.5 ... 167.5 172.5 177.5\n", "Data variables:\n", " xco2 (time, lat, lon) float32 nan nan nan nan nan ... nan nan nan nan\n", " xch4 (time, lat, lon) float32 nan nan nan nan nan ... nan nan nan nan\n", "Attributes:\n", " standard_name: dry_atmosphere_mole_fraction_of_carbon_dioxide\n", " long_name: column-average dry-air mole fraction of atmospheric carbo...\n", " units: 1\n", " cell_methods: time: mean\n", " fill_value: 1e+20\n", " comment: Satellite retrieved column-average dry-air mole fraction ..." ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# monthly sampled, spatially resolved GHG concentration in the atmosphere\n", "concentration = xr.merge([co2_satellites['xco2'], ch4_satellites['xch4']]).to_array('ghg')\n", "\n", "# associated standard errors\n", "std_error = xr.merge([co2_satellites['xco2_stderr'], ch4_satellites['xch4_stderr']]).to_array('ghg')\n", "std_error = std_error.assign_coords(ghg=['xco2', 'xch4'])\n", "\n", "# associated land fraction; is the same for CO2 and CH4\n", "land_fraction = co2_satellites['land_fraction']\n", "is_land = land_fraction >= 0.5 # anything with land_fraction at least 50% is considered as land\n", "is_land.name = 'is_land'\n", "\n", "concentration.to_dataset('ghg') # for briefly checking the variable its better to see it as 'dataset' so that it's visually nicer" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "Clearly, after merging the `attrs` of the `DataArray` are not correct anymore, so let's quickly adapt them:" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [], "source": [ "concentration = concentration.assign_attrs({\n", " 'standard_name': 'dry_atmosphere_mole_fraction',\n", " 'long_name': 'column-average dry-air mole fraction',\n", " 'comment': 'Satellite retrieved column-average dry-air mole fraction'\n", "})" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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<xarray.DataArray 'time' (time: 228)>\n",
       "array(['2003-01-01T00:00:00.000000000', '2003-02-01T00:00:00.000000000',\n",
       "       '2003-03-01T00:00:00.000000000', ..., '2021-10-01T00:00:00.000000000',\n",
       "       '2021-11-01T00:00:00.000000000', '2021-12-01T00:00:00.000000000'],\n",
       "      dtype='datetime64[ns]')\n",
       "Coordinates:\n",
       "  * time     (time) datetime64[ns] 2003-01-01 2003-02-01 ... 2021-12-01
" ], "text/plain": [ "\n", "array(['2003-01-01T00:00:00.000000000', '2003-02-01T00:00:00.000000000',\n", " '2003-03-01T00:00:00.000000000', ..., '2021-10-01T00:00:00.000000000',\n", " '2021-11-01T00:00:00.000000000', '2021-12-01T00:00:00.000000000'],\n", " dtype='datetime64[ns]')\n", "Coordinates:\n", " * time (time) datetime64[ns] 2003-01-01 2003-02-01 ... 2021-12-01" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# change temporal coordinates to refer to the start of the month\n", "concentration = concentration.assign_coords( {'time': pd.to_datetime(concentration.time.dt.strftime('%Y%m01'))} ) # date at start of month\n", "std_error = std_error.assign_coords( {'time': pd.to_datetime(std_error.time.dt.strftime('%Y%m01'))} )\n", "\n", "concentration.time" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "### Section 3. Calculate the GHG concentrations and growth rates" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "We will calculate the monthly averages of global and regional GHG concentrations, as well as a 12-month temporally-smoothed global average for removing possible seasonal effects.\n", "As there are many steps in the process we will split this part in segments.\n", "\n", "Note on values over ocean: water is a bad reflector in the short-wave infrared spectral region and requires a specific observation mode. Not all satellites that this dataset is based on have this specific mode which is why we consider **values over land only** in the following." ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [], "source": [ "concentration = concentration.where(is_land)\n", "std_error = std_error.where(is_land)" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "#### Focus on sub-polar regions" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "In this particular example, we focus on **latitudes between 60N and 60S**. " ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [], "source": [ "region_of_interest = {\n", " 'Global': {'lat': slice(-60, 60), 'lon': slice(-180, 180)},\n", " 'Northern Hemishpere': {'lat': slice(0, 60), 'lon': slice(-180, 180)},\n", " 'Southern Hemisphere': {'lat': slice(-60, 0), 'lon': slice(-180, 180)}\n", "}" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "#### Temporal smoothing" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "Now we can define the auxiliary data needed for the temporal smoothing. Let's be very precise and take into consideration that each month has different number of days.\n" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [], "source": [ "smoothed_n_months = 12 # months used for the temporal smoothing\n", "\n", "# get number of days for each month\n", "years = concentration.time.dt.year.values\n", "months = concentration.time.dt.month.values\n", "days_month = [calendar.monthrange(yr, mn)[1] for yr, mn in zip(years, months)]\n", "\n", "# temporal weights as xarray object (helps with automated alignment of the data for the calculations at the next steps)\n", "weights_temporal = concentration.time.astype(int)*0+days_month \n", "\n", "# weights should be changed to NaN for the cells that hava NaN in the relevant month\n", "weights_temporal = weights_temporal.where(concentration.notnull())" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "It's time to calculate the temporally smoothed data for each grid cell." ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [], "source": [ "# rolling sum of the product of satellite measurements with the days per month\n", "temp_smoothed = (concentration*weights_temporal).rolling(time=smoothed_n_months, min_periods=1, center=True).sum()\n", "# min_periods=1 is needed, so that even if there is only 1 non-NaN value, there will be a result and not NaN\n", "\n", "# divide with total number of days for getting the final weighted temporally-smoothed timeseries\n", "temp_smoothed = temp_smoothed/weights_temporal.rolling(time=smoothed_n_months, min_periods=1, center=True).sum()" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "#### Spatial average" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "Moving on with the spatial averaging now.\n", "\n", "The data are projected in lat/lon system. This system does not have equal areas for all grid cells, but as we move closer to the poles, the areas of the cells are reducing. These differences can be accounted when weighting the cells with the cosine of their latitude." ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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       "array([0.04361939, 0.13052619, 0.21643961, 0.3007058 , 0.38268343,\n",
       "       0.46174861, 0.53729961, 0.60876143, 0.67559021, 0.73727734,\n",
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       "       0.97629601, 0.99144486, 0.99904822, 0.99904822, 0.99144486,\n",
       "       0.97629601, 0.95371695, 0.92387953, 0.88701083, 0.84339145,\n",
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       "       0.46174861, 0.38268343, 0.3007058 , 0.21643961, 0.13052619,\n",
       "       0.04361939])\n",
       "Coordinates:\n",
       "  * lat      (lat) float64 -87.5 -82.5 -77.5 -72.5 -67.5 ... 72.5 77.5 82.5 87.5\n",
       "Attributes:\n",
       "    standard_name:  latitude\n",
       "    long_name:      latitude\n",
       "    units:          degrees_north\n",
       "    axis:           Y\n",
       "    comment:        latitude center
" ], "text/plain": [ "\n", "array([0.04361939, 0.13052619, 0.21643961, 0.3007058 , 0.38268343,\n", " 0.46174861, 0.53729961, 0.60876143, 0.67559021, 0.73727734,\n", " 0.79335334, 0.84339145, 0.88701083, 0.92387953, 0.95371695,\n", " 0.97629601, 0.99144486, 0.99904822, 0.99904822, 0.99144486,\n", " 0.97629601, 0.95371695, 0.92387953, 0.88701083, 0.84339145,\n", " 0.79335334, 0.73727734, 0.67559021, 0.60876143, 0.53729961,\n", " 0.46174861, 0.38268343, 0.3007058 , 0.21643961, 0.13052619,\n", " 0.04361939])\n", "Coordinates:\n", " * lat (lat) float64 -87.5 -82.5 -77.5 -72.5 -67.5 ... 72.5 77.5 82.5 87.5\n", "Attributes:\n", " standard_name: latitude\n", " long_name: latitude\n", " units: degrees_north\n", " axis: Y\n", " comment: latitude center" ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" } ], "source": [ "weights_spatial = np.cos(np.deg2rad(concentration.lat)).clip(0, 1) # weights for satellite data\n", "weights_spatial # the clip function above is for reassuring that all values will be between 0-1 regardless of the of machine's precision" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "Let's now combine both data (actual and temporally smoothed) in one dataset." ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "
<xarray.Dataset>\n",
       "Dimensions:  (region: 3, type: 2, time: 228)\n",
       "Coordinates:\n",
       "  * time     (time) datetime64[ns] 2003-01-01 2003-02-01 ... 2021-12-01\n",
       "  * type     (type) <U8 'raw' 'smoothed'\n",
       "  * region   (region) <U19 'Global' 'Northern Hemishpere' 'Southern Hemisphere'\n",
       "Data variables:\n",
       "    xco2     (region, type, time) float64 0.0003758 0.0003765 ... 0.000414\n",
       "    xch4     (region, type, time) float64 1.749e-06 1.742e-06 ... 1.856e-06
" ], "text/plain": [ "\n", "Dimensions: (region: 3, type: 2, time: 228)\n", "Coordinates:\n", " * time (time) datetime64[ns] 2003-01-01 2003-02-01 ... 2021-12-01\n", " * type (type) \n", " NOTE:
\n", " As explained in Buchwitz et al. (2017)5 (see discussion of their Fig. 6.1.1.1), the underlying SCIAMACHY BESD v02.01.02 XCO2 data product apparently suffers from an approximately 1 ppm high bias in the first few months of 2003. As a consequence, these months should be removed for a less biased computation of the growth rates. For the sake of simplicity, we will refrain from doing so in this tutorial.\n", "" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [], "source": [ "# accoridng to buchwitz 2018 the underlying SCIAMACHY BESD v02.01.02 XCO2 data product apparently suffers from an bias in the first 3 months of 2003\n", "# xco2.loc[xco2.time.isin(xco2.isel(time=slice(0, 3)).time)] = np.nan" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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<xarray.Dataset>\n",
       "Dimensions:  (region: 3, time: 228)\n",
       "Coordinates:\n",
       "  * time     (time) datetime64[ns] 2003-01-01 2003-02-01 ... 2021-12-01\n",
       "  * region   (region) <U19 'Global' 'Northern Hemishpere' 'Southern Hemisphere'\n",
       "Data variables:\n",
       "    xco2     (region, time) float64 nan nan nan nan nan ... nan nan nan nan nan\n",
       "    xch4     (region, time) float64 nan nan nan nan nan ... nan nan nan nan nan
" ], "text/plain": [ "\n", "Dimensions: (region: 3, time: 228)\n", "Coordinates:\n", " * time (time) datetime64[ns] 2003-01-01 2003-02-01 ... 2021-12-01\n", " * region (region) \n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "
<xarray.Dataset>\n",
       "Dimensions:  (region: 3, year: 19)\n",
       "Coordinates:\n",
       "  * region   (region) <U19 'Global' 'Northern Hemishpere' 'Southern Hemisphere'\n",
       "  * year     (year) int64 2003 2004 2005 2006 2007 ... 2017 2018 2019 2020 2021\n",
       "Data variables:\n",
       "    xco2     (region, year) float64 1.311e-06 1.584e-06 ... 1.898e-06 2.113e-06\n",
       "    xch4     (region, year) float64 1.91e-09 -1.203e-09 ... 1.441e-08 1.605e-08
" ], "text/plain": [ "\n", "Dimensions: (region: 3, year: 19)\n", "Coordinates:\n", " * region (region) \n", " NOTE:
\n", " As noted by Buchwitz et al. (2018) the aim is to provide realistic error estimates. However, they acknowledge that the uncertainty estimates are not based on full error propagation, which would be difficult, especially due to unknown or not well enough known systematic errors and error correlations. The reported uncertainty estimates should therefore be interpreted as error indications rather than fully rigorous error estimates.\n", "" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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<xarray.Dataset>\n",
       "Dimensions:  (region: 3, time: 228)\n",
       "Coordinates:\n",
       "  * time     (time) datetime64[ns] 2003-01-01 2003-02-01 ... 2021-12-01\n",
       "  * region   (region) <U19 'Global' 'Northern Hemishpere' 'Southern Hemisphere'\n",
       "Data variables:\n",
       "    xco2     (region, time) float64 nan nan 7.448e-07 ... 4.668e-07 nan\n",
       "    xch4     (region, time) float64 nan nan 9.249e-09 ... 9.418e-09 nan
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<xarray.DataArray (region: 3, year: 19)>\n",
       "array([[0.5 , 0.28, 0.27, 0.27, 0.25, 0.28, 0.31, 0.3 , 0.32, 0.31, 0.32,\n",
       "        0.31, 0.33, 0.3 , 0.3 , 0.3 , 0.31, 0.31, 0.47],\n",
       "       [0.45, 0.26, 0.24, 0.24, 0.23, 0.25, 0.28, 0.27, 0.28, 0.28, 0.28,\n",
       "        0.28, 0.3 , 0.27, 0.26, 0.26, 0.27, 0.27, 0.42],\n",
       "       [0.36, 0.2 , 0.19, 0.2 , 0.2 , 0.22, 0.21, 0.21, 0.2 , 0.2 , 0.2 ,\n",
       "        0.2 , 0.22, 0.22, 0.2 , 0.19, 0.23, 0.22, 0.33]])\n",
       "Coordinates:\n",
       "    ghg      <U4 'xco2'\n",
       "  * region   (region) <U19 'Global' 'Northern Hemishpere' 'Southern Hemisphere'\n",
       "  * year     (year) int64 2003 2004 2005 2006 2007 ... 2017 2018 2019 2020 2021
" ], "text/plain": [ "\n", "array([[0.5 , 0.28, 0.27, 0.27, 0.25, 0.28, 0.31, 0.3 , 0.32, 0.31, 0.32,\n", " 0.31, 0.33, 0.3 , 0.3 , 0.3 , 0.31, 0.31, 0.47],\n", " [0.45, 0.26, 0.24, 0.24, 0.23, 0.25, 0.28, 0.27, 0.28, 0.28, 0.28,\n", " 0.28, 0.3 , 0.27, 0.26, 0.26, 0.27, 0.27, 0.42],\n", " [0.36, 0.2 , 0.19, 0.2 , 0.2 , 0.22, 0.21, 0.21, 0.2 , 0.2 , 0.2 ,\n", " 0.2 , 0.22, 0.22, 0.2 , 0.19, 0.23, 0.22, 0.33]])\n", "Coordinates:\n", " ghg " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "variable = 'xch4'\n", "region = 'Global'\n", "\n", "fig, axes = create_summary_plot(\n", " spatial_aver.sel(ghg=variable, region=region),\n", " mean_growth_rates.sel(ghg=variable, region=region),\n", " mean_uncertainty.sel(ghg=variable, region=region),\n", " aux_var[variable]\n", ")\n", "\n", "# add text highlighting the gap on the data\n", "axes[0].annotate(\n", " 'Gap on the measurements due to \\nissues with the GOSAT satellite.',\n", " xy=(pd.to_datetime('20150110'), 1817),\n", " xytext=(0.3, 0.8),\n", " textcoords=axes[0].transAxes,\n", " ha='left', va='top',\n", " arrowprops=dict(arrowstyle='->', color='.4', connectionstyle='arc3,rad=-0.2')\n", " )\n", "\n", "plt.show()" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "Create the plot for CO2." ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "One important climate milestone for our combat against climate change was the 400ppm for CO2 concentrations. A milestone that we unfortunatelly exceeded some years ago. Let's find out when exactly did this happen for the first time, and add this information to the relevant plot." ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Timestamp('2015-03-01 00:00:00')" ] }, "execution_count": 29, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# get the date the CO2 concentrations exceed a certain threshold for the first time\n", "thrs = 400e-6 # threshold for CO2 concentration (400 ppm)\n", "\n", "is_above_thrs = spatial_aver.sel(ghg='xco2', type='raw', region='Global') >= 400e-6 # check which timeslices exceed the threshold\n", "idx_first_time_step_above_thrs = is_above_thrs.argmax(dim='time', skipna=True) # first the index of the first timeslice that threshold was exceeded\n", "\n", "first_time_thrs = concentration.time.isel(time=idx_first_time_step_above_thrs).values # get the actual timeslice of 1st thresholfd exceedance\n", "first_time_thrs = pd.to_datetime(first_time_thrs)\n", "first_time_thrs" ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "variable = 'xco2'\n", "region = 'Global'\n", "\n", "fig, axes = create_summary_plot(\n", " spatial_aver.sel(ghg=variable, region=region),\n", " mean_growth_rates.sel(ghg=variable, region=region),\n", " mean_uncertainty.sel(ghg=variable, region=region),\n", " aux_var[variable]\n", ")\n", "\n", "# add text about the 400ppm in case of CO2 with an arrow pointing to the maximum value\n", "desc = 'In ' + first_time_thrs.strftime('%B %Y') \n", "desc += ', atmospheric CO$_2$ concentrations \\nsurpassed 400 ppm, a milestone unseen in \\nover 800,000 years.'\n", "axes[0].annotate(\n", " desc,\n", " xy=(first_time_thrs, thrs * 1e6),\n", " xytext=(0.05, 0.8),\n", " color='red',\n", " textcoords=axes[0].transAxes,\n", " ha='left', va='top',\n", " arrowprops=dict(arrowstyle='->', color='red', connectionstyle='arc3,rad=-0.2')\n", " )\n", "\n", "plt.show()" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "The above plots show a clear increasing trend in the concentrations of the GHG over the entire record. Moreover, it can be noticed that there is an evident seasonality for both GHG.\n", "\n", "The rate of increase is quite varying across the years. Note that for the first and last year the results are not that reliable because there are only 6 months used in the analysis." ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "#### Comparing CO2 with CH4\n", "\n", "So far we have seen that there is indeed an increasing trend for both variables, while both of them have differences in the seasonal cycle and the annual growth rate.\n", "\n", "Let's now compare the behaviour across both variables. Since the values are of substantially different magnitude, we first need to normalize the data for being able to plot them on same plot." ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "
\n", "NOTE
Here we will use a simple normalization based on global mean and standard deviation. For the ones interested further, there is a small appendix demonstrating why considering anomalies based on monthly climatology, a method commonly used for other environmental variables, is not the best option in our case.
" ] }, { "cell_type": "code", "execution_count": 31, "metadata": {}, "outputs": [], "source": [ "spatial_aver_norm = (spatial_aver-spatial_aver.mean('time'))/spatial_aver.std('time') # normalize the data" ] }, { "cell_type": "code", "execution_count": 32, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1, 1, figsize=(9, 4))\n", "spatial_aver_norm.sel(region='Global', type='raw').plot.line(ax=ax, x='time', hue='ghg', add_legend=True, \n", " label=[aux_var[i]['shortname'] for i in spatial_aver_norm.ghg.values])\n", "ax.legend()\n", "ax.axhline(0, color='k', ls='--', lw=0.5)\n", "ax.set_ylabel('Standardized anomalies')\n", "ax.set_title('Monthly anomalies of GHG')\n", "sns.despine(ax=ax, trim=True, offset=10) # trimming the y and x axis to be visible only from the fist till the last tick\n", "ax.xaxis.set_major_formatter(mdates.DateFormatter('%Y')) # formatting is needed cause the above line breaks the time fo\n", "plt.show()" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "After the simple normalization it can be noted that the main difference between the two variables lie in the seasonal cycle, which is shifted." ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "#### Regional spatial averages\n", "\n", "The above analysis covers a large part of the globe, which does not give us the opportunity to access spatial differences. For this part of the GHG analysis, let's visualize the hemispheric average values and understand how the concentrations evolve in the northern vs southern hemisphere." ] }, { "cell_type": "code", "execution_count": 33, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axes = plt.subplots(2, 1, figsize=(10, 9))\n", "(1e6*spatial_aver).sel(ghg='xco2', type='raw').plot.line(ax=axes[0], x='time', hue='region', add_legend=True, label=spatial_aver.region.values)\n", "(1e9*spatial_aver).sel(ghg='xch4', type='raw').plot.line(ax=axes[1], x='time', hue='region', add_legend=False)\n", "\n", "axes[0].legend(loc='lower right')\n", "\n", "for ax, var in zip(axes, ['xco2', 'xch4']):\n", " y_label = f'A | Column-averaged {aux_var[var][\"shortname\"]}'\n", " ax.set_title(y_label)\n", " ax.text(0., .96, f' in {aux_var[var][\"units\"]}', transform=ax.transAxes, fontsize=10, ha='left', style='italic')\n", "\n", " ax.set_xlim(datetime.datetime(2002, 1, 1), datetime.datetime(2022, 1, 1))\n", " sns.despine(ax=ax, trim=True, offset=10)\n", " ax.xaxis.set_major_formatter(mdates.DateFormatter('%Y'))\n", "\n", "fig.subplots_adjust(hspace=.3)" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "The methane (CH4) has a clear differentiation in the concentrations between the two hemispheres. CO2 shows no seasonality for the southern hemisphere. Can it be because we only use land, and land mass in the southern hemisphere is substantially smaller compared to the northern?\n", "\n", "For both variables the northern hemisphere has the most impact in defining the global mean. What could be possible reasons for that? The larger land mass of northern hemisphere? Or maybe the fact that most of the global population and industrial activities lie in that hemisphere?\n", "\n", "The differences are already visible in the hemispheric averages. What about the actual grid cells? Let's find out..." ] }, { "cell_type": "code", "execution_count": 34, "metadata": {}, "outputs": [], "source": [ "# get the weights for the temporal smoothing based on the total number of days per month\n", "years = concentration.time.dt.year.values\n", "months = concentration.time.dt.month.values\n", "days_month = [calendar.monthrange(yr, mn)[1] for yr, mn in zip(years, months)]\n", "weights_temporal = concentration.time.astype(int)*0+days_month # temporal weights as xarray object (helps for automatic arrangements later)\n", "# weights should be changed to NaN for the cells that hava NaN in the measurement\n", "weights_temporal = weights_temporal.where(concentration.notnull()).fillna(0)\n", "\n", "# created temporally-smoothed timeseries. Note that center=False this time, so the value refers to the 6-month period ending at the date\n", "temp_smoothed = (concentration*weights_temporal).rolling(time=6, min_periods=1, center=False).sum()\n", "temp_smoothed /= weights_temporal.rolling(time=6, min_periods=1, center=False).sum()" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "Define the function for plotting the spatial data for selected variable and 4 dates, with the first 2 referring to a year in the early periods and the last 2 to a more recent year." ] }, { "cell_type": "code", "execution_count": 35, "metadata": {}, "outputs": [], "source": [ "def spatial_plot(selected_dates, selected_variable='xco2'):\n", "\n", " \"\"\"\n", " Inputs:\n", " selected_dates: a list with 4 dates\n", " selected_variable: \"xco2\" (default) or \"xch4\"\n", " \"\"\"\n", "\n", " data_used = temp_smoothed.sel(time=selected_dates, ghg=selected_variable).copy()\n", " data_used *= aux_var[selected_variable]['unit_factor'] # multiply with unit factor for getting correct units\n", "\n", " # get min/max values for the colorbars for the early and late subsets\n", " early_dates_data = data_used.sel(time=selected_dates[:2]) # get subset of early dates\n", " min_early = np.floor(early_dates_data.quantile(.01).values) # find min based on 1st Percentile\n", " max_early = np.ceil(early_dates_data.quantile(.99).values) # find max based on 99th Percentile\n", " \n", " late_dates_data = data_used.sel(time=selected_dates[2:])\n", " min_late = np.floor(late_dates_data.quantile(.005).values)\n", " max_late = np.ceil(late_dates_data.quantile(.995).values)\n", " \n", " # define the figure\n", " fig, ax = plt.subplots(2, 2, subplot_kw={'projection': ccrs.PlateCarree()}, figsize=(11, 6))\n", " ax = ax.flatten()\n", "\n", " for i, i_ax in enumerate(ax): # loop through the 4 axes, plot the data, and add background info (Land, Coastline)\n", " if i<=1:\n", " values_early = data_used.sel(time=selected_dates[i]) # get the subset to be plotted \n", " plot_early = values_early.plot(ax=i_ax, add_colorbar=False, robust=True, vmin=min_early, vmax=max_early, extend='both') # plot\n", " else:\n", " values_late = data_used.sel(time=selected_dates[i])\n", " plot_late = values_late.plot(ax=i_ax, add_colorbar=False, robust=True, vmin=min_late, vmax=max_late, extend='both')\n", "\n", " i_ax.add_feature(cfeature.LAND) # add land\n", " i_ax.add_feature(cfeature.COASTLINE) # add coastline\n", " # add title\n", " start_month = (pd.to_datetime(selected_dates[i])-pd.DateOffset(months=5)).strftime(\"%B\") # get start month\n", " end_month = pd.to_datetime(selected_dates[i])\n", " i_ax.set_title(end_month.strftime(f'{start_month} - %B %Y')) # add the final title\n", "\n", " # colorbar of early dates\n", " fig.subplots_adjust(right=1)\n", " cbar_ax_early = fig.add_axes([1, 0.53, 0.015, 0.34]) # define where the new axis for the colorbar will be added and specify its dimensions\n", " fig.colorbar(plot_early, cax=cbar_ax_early, extend='both') # add the colorbar\n", " cbar_ax_early.set_title(f\"{aux_var[selected_variable]['shortname']}\\n[{aux_var[selected_variable]['units']}]\", size=10) # add title\n", "\n", " # colorbar of late dates\n", " fig.subplots_adjust(right=1)\n", " cbar_ax_late = fig.add_axes([1, 0.03, 0.015, 0.34])\n", " fig.colorbar(plot_late, cax=cbar_ax_late, extend='both')\n", " cbar_ax_late.set_title(f\"{aux_var[selected_variable]['shortname']}\\n[{aux_var[selected_variable]['units']}]\", size=10)\n", "\n", " fig.tight_layout()\n", " plt.show()" ] }, { "cell_type": "code", "execution_count": 36, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/tmp/ipykernel_17869/988431502.py:52: UserWarning: This figure includes Axes that are not compatible with tight_layout, so results might be incorrect.\n", " fig.tight_layout()\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "spatial_plot(['20030601', '20031201', '20210601', '20211201'], 'xco2')" ] }, { "cell_type": "code", "execution_count": 37, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/tmp/ipykernel_17869/988431502.py:52: UserWarning: This figure includes Axes that are not compatible with tight_layout, so results might be incorrect.\n", " fig.tight_layout()\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "spatial_plot(['20030601', '20031201', '20210601', '20211201'], 'xch4')" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "
\n", "\n", "SUMMARY:
\n", "In this tutorial we analysed the concentrations of two Greenhouse Gases (GHG), in particular the carbon dioxide (CO2), and the methane (CH4). We used data for the years 2003-2021 based on satellite measurements.
\n", "The data showed that both GHG have a systematicly increasing trend of similar slope. This trend is a very alarming feature and as a lot of research has shown, it is the main cause of the ongoing climate change. CO2 and CH4 have a seasonal cycle which is slightly shifted, while there are substantial differences in the concentrations between the two hemispheres, especially so for the CH4.
\n", "
" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "### Section 4. Useful links\n", "For the ones interested in finding out more about GHG, please find below some links for relevant articles and visualizations:\n", "1. [Greenhouse gas concentrations Climate Indicators Report](https://climate.copernicus.eu/climate-indicators/greenhouse-gas-concentrations)\n", "2. [Global Monitorin Laboratory](https://gml.noaa.gov/ccgg/) from [NOAA](https://www.noaa.gov/), with a lot of information, relevant plots, and raw data that can be freely donwloaded. \n", "3. Lashof, D., Ahuja, D. Relative contributions of greenhouse gas emissions to global warming. Nature 344, 529–531 (1990). https://doi.org/10.1038/344529a0\n", "4. Buchwitz, M., Reuter, M., Schneising, O., Noël, S., Gier, B., Bovensmann, H., Burrows, J. P., Boesch, H., Anand, J., Parker, R. J., Somkuti, P., Detmers, R. G., Hasekamp, O. P., Aben, I., Butz, A., Kuze, A., Suto, H., Yoshida, Y., Crisp, D., and O'Dell, C.: Computation and analysis of atmospheric carbon dioxide annual mean growth rates from satellite observations during 2003–2016, Atmos. Chem. Phys., 18, 17355–17370 (2018), https://doi.org/10.5194/acp-18-17355-2018\n", "5. Buchwitz, M., Dils, B., Boesch, H., Brunner, D., Butz, A., Crevoisier, C., Detmers, R., Frankenberg, C., Hasekamp, O., Hewson, W., Laeng, A., Noël, S., Notholt, J., Parker, R., Reuter, M., Schneising, O., Somkuti, P., Sundström, A.-M., and De Wachter, E.: ESA Climate Change Initiative (CCI) Product Validation and Intercomparison Report (PVIR) for the Essential Climate Variable (ECV) Greenhouse Gases (GHG) for data set Climate Research Data Package No. 4 (CRDP#4), Technical Report, version 5, available at: http://www.esa-ghg-cci.org/?q=webfm_send/352, 253 pp. (2017)" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "#### Appendix: Monthly climatology of the variables\n", "As we stated previously, we only used global mean and standard deviation for comparing both variables, and we did not use monthly climatology. Let's see how the monthly climatology looks like, and why using it is not the best approach." ] }, { "cell_type": "code", "execution_count": 38, "metadata": {}, "outputs": [], "source": [ "# what is normally done assuming a 'stationary' behaviour of the variable\n", "climatology_mean = concentration.groupby('time.month').mean('time') # climatological mean for each month\n", "climatology_std = concentration.groupby('time.month').std('time') # climatological standard deviation for each month\n", "anomalies = (concentration.groupby('time.month') - climatology_mean) # anomalies after removing mean\n", "anomalies = anomalies.groupby('time.month')/climatology_std # final anomalies after dividing with standard deviation\n", "anomalies = area_weighted_spatial_average(anomalies.sel(lat=slice(-60, 60))) # get global average" ] }, { "cell_type": "code", "execution_count": 39, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1, 1, figsize=(9, 4))\n", "anomalies.plot.line(x='time', ax=ax, label=[aux_var[i]['shortname'] for i in spatial_aver_norm.ghg.values])\n", "ax.legend()\n", "ax.axhline(0, color='k', ls='--', lw=0.5)\n", "ax.set_xlim(anomalies.time.values[0], anomalies.time.values[-1])\n", "sns.move_legend(ax, loc='lower right')\n", "sns.despine(ax=ax, trim=True, offset=10)\n", "ax.xaxis.set_major_formatter(mdates.DateFormatter('%Y'))\n", "ax.set_title('Monthly anomalies of GHG')\n", "ax.set_ylabel('Standardized anomalies')\n", "\n", "date_annotate = pd.to_datetime('201312', format='%Y%m')\n", "ax.annotate(\n", " 'Notice the big step that occurs \\nfor CH$_4$ at the end of each year.\\nWhy is this happening?',\n", " xy=(date_annotate, anomalies.sel(ghg='xch4', time=date_annotate).values),\n", " xytext=(0.05, 0.9),\n", " textcoords=ax.transAxes,\n", " ha='left', va='top', color='.3',\n", " arrowprops=dict(arrowstyle='->', color='.4', connectionstyle='arc3,rad=-0.2')\n", " )\n", "\n", "plt.show()" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "Plot the monthly climatology (global average ) to understand if the issue is related to that step." ] }, { "cell_type": "code", "execution_count": 40, "metadata": {}, "outputs": [], "source": [ "clim_spatial = climatology_mean.sel(lat=slice(-60, 60)).weighted(np.cos(np.deg2rad(climatology_mean.lat)).clip(0, 1)).mean(['lat', 'lon'])" ] }, { "cell_type": "code", "execution_count": 41, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(2, 1, figsize=(10, 6))\n", "\n", "for i, j in enumerate(clim_spatial.ghg.values):\n", "\n", " ax[i].plot(clim_spatial.month.values, clim_spatial.sel(ghg=j).values*aux_var[j]['unit_factor']) \n", " \n", " ax[i].set_xlim(1, 13)\n", "\n", " ax[i].set_title(f'({ABC[i]}) '+ aux_var[j]['name'] + ' (' + aux_var[j]['shortname'] + ')')\n", " ax[i].set_ylabel('Colunn-averaged '+ aux_var[j]['shortname'] + ' [' + aux_var[j]['units'] + ']')\n", "\n", " sns.despine(ax=ax[i], trim=True) # trimming the y and x axis to be visible only from the fist till the last tick\n", "\n", "fig.subplots_adjust(hspace=.3)" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "Maybe its more useful to present the results in polar coordinates, since from a climatological point of view the months follow a circular behaviour with December being similar to January." ] }, { "cell_type": "code", "execution_count": 61, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1, 2, figsize=(10, 10), subplot_kw={'projection': 'polar'})\n", "\n", "for i, j in enumerate(clim_spatial.ghg.values):\n", "\n", " yy_values = clim_spatial.sel(ghg=j).values*aux_var[j]['unit_factor'] # get the values and multiply with the unit factor\n", " ax[i].plot( (clim_spatial.month.values)/12*2*np.pi, yy_values, linewidth=5 ) # plot the line\n", " \n", " # color the graph based on y value for easily differentiating between the magnitudes for the months\n", " segments = np.linspace(np.array(yy_values).min()*1, np.array(yy_values).max()*1., 5)\n", " for seg_min, seg_max, i_alpha in zip(segments[:-1], segments[1:], np.arange(0.25, 1.01, .25)):\n", " ax[i].fill_between(x=np.linspace(0, 2*np.pi, 360), y1=seg_max, y2=seg_min, color='.4', alpha=i_alpha)\n", "\n", " ax[i].set_ylim(np.array(yy_values).min()*1, np.array(yy_values).max()*1.)\n", " \n", " ax[i].set_xticks((clim_spatial.month.values)/12*2*np.pi)\n", " ax[i].set_xticklabels(['Jan', 'Feb', 'Mar', 'Apr', 'May', 'Jun', 'Jul', 'Aug', 'Sep', 'Oct', 'Nov', 'Dec'])\n", " ax[i].set_yticks(segments[::2], labels=np.round(segments, 1)[::2])\n", " ax[i].set_axisbelow(False) # otherwise the green line hiddes the yticks (red values) \n", " ax[i].tick_params(axis='y', colors='red', size=14, zorder=10)\n", " ax[i].set_title(f'({ABC[i]}) '+ aux_var[j]['name'] + ' (' + aux_var[j]['shortname'] + ')')\n", " ax[i].yaxis.set_label_coords(-0.2, 1)\n", " ax[i].set_ylabel('Colunn-averaged '+ aux_var[j]['shortname'] + ' [' + aux_var[j]['units'] + ']', color='red')\n", "\n", "fig.subplots_adjust(wspace=1)" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "Notice the difference in the values between January mean state and December mean state for both GHG, especially so for CH4. This indicates that on average just in the course of 1 single year there is already a substantial increase in the concentrations, that do alter the expected seasonal cycle, as we normally would see the Jan and Dec values being very very close.\n", "\n", "Because of this substantial reduction in the mean state of January compared to December we see the high jump for every January, as the climatological mean is small, thus the anomalies get large.\n", "\n", "Therefore, in order to get the anomalies in a robust way, we should not only remove the seasonal cycle, but also detrend the data, as **this dataset is highly non-stationary**!" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.10.11" } }, "nbformat": 4, "nbformat_minor": 2 }