{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Analysis of climate data\n", "\n", "In this tutorial we present some examples how to:\n", "\n", "- create and regrid data\n", "- create climate indices\n", "- extract and analyse time series\n", "- get spatial correlation analysis\n" ] }, { "cell_type": "code", "execution_count": 31, "metadata": {}, "outputs": [], "source": [ "# load libraries and files\n", "import xarray as xr\n", "import geoutils.utils.file_utils as fut\n", "import geoutils.utils.general_utils as gut\n", "import geoutils.utils.statistic_utils as sut\n", "import geoutils.utils.spatial_utils as sput\n", "import geoutils.utils.time_utils as tu\n", "import geoutils.tsa.time_series_analysis as tsa\n", "import geoutils.geodata.base_dataset as bds\n", "import geoutils.indices.enso_utils as eut\n", "import geoutils.plotting.plots as cplt\n", "from importlib import reload\n", "\n", "output_dir = \"/home/strnad/data/\"\n", "data_dir = \"/home/strnad/data/\"\n", "plot_dir = \"/home/strnad/data/plots/tutorial/\"\n", "output_folder = \"tutorial\"\n" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "File location: /home/strnad/data/climate_data/2.5/era5_sst_2.5_ds.nc\n", "File size: 629.94 MB\n", "Start processing data!\n", "3d object transposed to lat-lon-time!\n", "Sorted longitudes and latitudes in ascending order!\n", "Set time to np.datetime[ns] time format!\n", "set hours to 0\n", "Different grid step in lon 2.52 and lat 2.5 direction!\n", "Finished processing data\n", "Set variable name to sst!\n", "Created JJASly anomalies!\n", "Rename sst to sst_an_JJAS!\n", "Created monthly anomalies!\n", "Rename sst to sst_an_month!\n", "Created dayofyearly anomalies!\n", "Rename sst to sst_an_dayofyear!\n", "WARNING! No mask initialized!\n", "Set dataset source attributes!\n" ] } ], "source": [ "# Load the data files\n", "# SSTs\n", "reload(bds)\n", "dataset_file = data_dir + \\\n", " f\"/climate_data/2.5/era5_sst_{2.5}_ds.nc\"\n", "\n", "ds_sst = bds.BaseDataset(data_nc=dataset_file,\n", " can=True,\n", " # compute the anomalies wrt JJAS, month and dayofyear\n", " an_types=['JJAS', 'month', 'dayofyear'],\n", " )\n" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "# compute the ENSO index\n", "reload(eut)\n", "reload(cplt)\n", "nino_indices = eut.get_nino_indices(ssta=ds_sst.ds['an_month'])\n", "n34 = nino_indices['nino34']\n" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# plot the Nino3.4 index\n", "im = cplt.plot_xy(x_arr=[n34.time],\n", " y_arr=[n34],\n", " xlabel='time',\n", " ylabel='Nino3.4 index',)\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Composite analysis\n", "\n", "It is often useful to plot the average of specific time points, because these might show some common pattern.\n", "\n", "Here we use the well known definition of El Nino state (La Nina state) by selecting all time points for which Nino3.4 > 0.5 (Nino3.4 < 0.5)\n" ] }, { "cell_type": "code", "execution_count": 50, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Dateline set to true!\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Dateline set to true!\n", "Dateline set to true!\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/home/strnad/climnet/geoutils/geoutils/plotting/map_plots.py:1070: UserWarning: This figure includes Axes that are not compatible with tight_layout, so results might be incorrect.\n", " fig.tight_layout()\n", "/home/strnad/anaconda3/envs/climnet/lib/python3.9/site-packages/numpy/lib/nanfunctions.py:1670: RuntimeWarning: Degrees of freedom <= 0 for slice.\n", " var = nanvar(a, axis=axis, dtype=dtype, out=out, ddof=ddof,\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Dateline set to true!\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/home/strnad/anaconda3/envs/climnet/lib/python3.9/site-packages/numpy/lib/nanfunctions.py:1670: RuntimeWarning: Degrees of freedom <= 0 for slice.\n", " var = nanvar(a, axis=axis, dtype=dtype, out=out, ddof=ddof,\n", "/home/strnad/anaconda3/envs/climnet/lib/python3.9/site-packages/numpy/lib/nanfunctions.py:1670: RuntimeWarning: Degrees of freedom <= 0 for slice.\n", " var = nanvar(a, axis=axis, dtype=dtype, out=out, ddof=ddof,\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Dateline set to true!\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/home/strnad/anaconda3/envs/climnet/lib/python3.9/site-packages/numpy/lib/nanfunctions.py:1670: RuntimeWarning: Degrees of freedom <= 0 for slice.\n", " var = nanvar(a, axis=axis, dtype=dtype, out=out, ddof=ddof,\n", "/home/strnad/anaconda3/envs/climnet/lib/python3.9/site-packages/numpy/lib/nanfunctions.py:1670: RuntimeWarning: Degrees of freedom <= 0 for slice.\n", " var = nanvar(a, axis=axis, dtype=dtype, out=out, ddof=ddof,\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Dateline set to true!\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/home/strnad/anaconda3/envs/climnet/lib/python3.9/site-packages/numpy/lib/nanfunctions.py:1670: RuntimeWarning: Degrees of freedom <= 0 for slice.\n", " var = nanvar(a, axis=axis, dtype=dtype, out=out, ddof=ddof,\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# get specific time points\n", "reload(cplt)\n", "nino_tps = n34[n34 >= 0.5]\n", "nina_tps = n34[n34 <= -0.5]\n", "neutral_tps = n34[(n34 < 0.5) & (n34 > -0.5)]\n", "\n", "# plot specific time points as composite maps\n", "an_type = 'month'\n", "var_type = f'an_{an_type}'\n", "label = f'Anomalies SST (wrt {an_type}) [K]'\n", "vmax = 1.5\n", "vmin = -vmax\n", "yt = [\n", " 'El Nino years',\n", " 'La Nina years',\n", " 'Neutral years']\n", "\n", "im = cplt.create_multi_plot(nrows=1, ncols=3,\n", " # figsize=(12, 5),\n", " projection='PlateCarree',\n", " dateline=180,\n", " wspace=0.1)\n", "for i, tps in enumerate([nino_tps, nina_tps, neutral_tps]):\n", " # select the specific time points\n", " data = tu.get_sel_tps_ds(ds=ds_sst.ds[var_type], tps=tps)\n", "\n", " # create composites and also determine if these are statistically significant\n", " mean, pvalues_ttest = sut.ttest_field(\n", " data, ds_sst.ds[var_type])\n", " mask = sut.field_significance_mask(\n", " pvalues_ttest, alpha=0.001)\n", "\n", " # plot the composites\n", " im_comp = cplt.plot_map(mean,\n", " ax=im['ax'][i],\n", " title=f'{yt[i]}',\n", " plot_type='contourf',\n", " cmap='RdBu_r',\n", " centercolor='white',\n", " levels=10,\n", " label=label,\n", " # significance_mask=mask,\n", " vmin=vmin, vmax=vmax,\n", " tick_step=2,\n", " )\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Correlation analysis\n", "\n", "To analyze the spatial effect of an index, it is sometimes also useful to plot its correlation to all spatial timeseries of a dataset.\n", "\n", "Here we plot the Spearman's correlation of the Nino3.4 index to the global SST field.\n" ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Computing spearman correlation for 144 locations ...\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████| 144/144 [00:24<00:00, 5.76it/s]\n" ] } ], "source": [ "# Create spatial correlation plot\n", "reload(sput)\n", "lag = 0\n", "corr = sput.compute_correlation(\n", " data_array=ds_sst.ds[var_type],\n", " ts=n34,\n", " lag_arr=[lag],\n", " multi_lag=False,\n", " correlation_type='spearman')\n" ] }, { "cell_type": "code", "execution_count": 61, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "vmax = 1\n", "vmin = -vmax\n", "im = cplt.plot_map(\n", " corr['corr'].sel(lag=lag),\n", " # significance_mask=corr['p'].sel(lag=lag) < 0.0001,\n", " figsize=(6, 4),\n", " sig_plot_type='contour',\n", " projection='Robinson',\n", " cmap='coolwarm',\n", " levels=14,\n", " plot_type='contourf',\n", " label=f'Correlation',\n", " title=f'Correlation SSTs Nino3.4',\n", " vmin=vmin,\n", " vmax=vmax,\n", " orientation='vertical',\n", " round_dec=2,\n", " centercolor='white',\n", " dateline=True\n", ")\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Analyze extremes\n", "\n", "Here we select the extreme time points, called the super El Ninos by selecting time points that are in the top 5% of the Nino3.4 index\n" ] }, { "cell_type": "code", "execution_count": 58, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "reload(cplt)\n", "q_th = 0.95 # quantile threshold\n", "q_val = n34.quantile(q=q_th)\n", "q_tps = gut.get_quantile_of_ts(ts=n34,\n", " q=q_th)\n", "\n", "\n", "im = cplt.plot_xy(x_arr=[n34.time, q_tps.time],\n", " y_arr=[n34, q_tps],\n", " xlabel='time',\n", " ylabel='Nino3.4 index',\n", " ls_arr=['-', ''],\n", " mk_arr=['', 'x'],\n", " label_arr=['Nino3.4 index',\n", " f'Above {q_th} quantile time points'],\n", " set_legend=False)\n", "cplt.plot_hline(ax=im['ax'],\n", " y=q_val,\n", " label=f'Quantile threshold')\n", "_ = cplt.set_legend(ax=im['ax'],\n", " loc='outside')\n" ] }, { "cell_type": "code", "execution_count": 63, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/strnad/anaconda3/envs/climnet/lib/python3.9/site-packages/numpy/lib/nanfunctions.py:1670: RuntimeWarning: Degrees of freedom <= 0 for slice.\n", " var = nanvar(a, axis=axis, dtype=dtype, out=out, ddof=ddof,\n", "/home/strnad/anaconda3/envs/climnet/lib/python3.9/site-packages/numpy/lib/nanfunctions.py:1670: RuntimeWarning: Degrees of freedom <= 0 for slice.\n", " var = nanvar(a, axis=axis, dtype=dtype, out=out, ddof=ddof,\n" ] }, { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Plot the extreme composites for the SSTs\n", "data = tu.get_sel_tps_ds(ds=ds_sst.ds[var_type], tps=q_tps)\n", "\n", "# create composites and also determine if these are statistically significant\n", "mean, pvalues_ttest = sut.ttest_field(\n", " data, ds_sst.ds[var_type])\n", "mask = sut.field_significance_mask(\n", " pvalues_ttest, alpha=0.001)\n", "\n", "label = f'Anomalies SST (wrt {an_type}) [K]'\n", "vmax = 2.5\n", "vmin = -vmax\n", "\n", "# plot the composites\n", "im_comp = cplt.plot_map(mean,\n", " title=f'{q_th} quantile of Nino3.4 SSTs',\n", " plot_type='contourf',\n", " cmap='RdBu_r',\n", " centercolor='white',\n", " levels=16,\n", " label=label,\n", " vmin=vmin, vmax=vmax,\n", " tick_step=2,\n", " dateline=True,\n", " projection='Robinson',\n", " figsize=(6,4)\n", " )\n" ] } ], "metadata": { "kernelspec": { "display_name": "climnet", "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": "3.9.15" }, "orig_nbformat": 4 }, "nbformat": 4, "nbformat_minor": 2 }