{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Analysis of for climate indices\n", "\n", "In this tutorial, we present some examples how to handle climate indices.\n", "\n", "- create and define climate indices\n", "- compare multiple indices\n", "- get spatial correlation analysis to different variables\n", "\n", "This example will describe the definition of the Circumglobal teleconnection index (CGTI) defined by [Ding&Wang 2005](https://doi.org/10.1175/JCLI3473.1).\n", "\n", "This index is compared to the related Silk Road Pattern (SRP) defined by [Enomoto 2003](https://rmets.onlinelibrary.wiley.com/doi/abs/10.1256/qj.01.211)" ] }, { "cell_type": "code", "execution_count": 10, "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.geodata.wind_dataset as wds\n", "import geoutils.plotting.plots as cplt\n", "import geoutils.indices.cgt_index as cgti\n", "import geoutils.indices.srp_index as srp\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/tutorials/cgt/\"\n", "output_folder = \"tutorial\"\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We load the datasets using the geoutils basedataset class.\n", "\n", "This class does some pre-processing steps do easier handle the data. \n", "\n", "The xarray dataset object can be accessed via the .ds variable of the class object.\n", "\n", "The important preprocessing steps are:\n", "- can: Compute anomalies\n", "- an_types: the anomaly types to be calculated. Possible types are 'dayofyear', 'month', 'season' and 'JJAS'. Default is dayofyear\n", "- lon_range/lat_range: The spatial range that only should be loaded\n", "- month_range: The range of months that only should be loaded." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Load data from in time range (numpy.datetime64('1979-01-01'), numpy.datetime64('2019-12-31'))!\n", "Created monthly anomalies!\n", "Rename z to z_an_month!\n", "Created dayofyearly anomalies!\n", "Rename z to z_an_dayofyear!\n" ] } ], "source": [ "# Load the data files\n", "# z200\n", "reload(bds)\n", "grid_step = 2.5\n", "lev = 200\n", "dataset_file = data_dir + \\\n", " f\"/climate_data/{grid_step}/era5_z_{grid_step}_{lev}_ds.nc\"\n", "\n", "ds_z_200 = bds.BaseDataset(data_nc=dataset_file,\n", " can=True,\n", " # compute the anomalies wrt JJAS, month and dayofyear\n", " an_types=['month', 'dayofyear'],\n", " verbose=False,\n", " )\n" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Created dayofyearly anomalies!\n", "Rename v to v_an_dayofyear!\n", "Created JJASly anomalies!\n", "Rename v to v_an_JJAS!\n" ] } ], "source": [ "# V200 wind field for SRP index\n", "reload(bds)\n", "lev = 200\n", "grid_step = 1\n", "dataset_file_v = output_dir + \\\n", " f\"/climate_data/{grid_step}/era5_v_{grid_step}_{lev}_ds.nc\"\n", "v200 = bds.BaseDataset(data_nc=dataset_file_v,\n", " can=True,\n", " an_types=['dayofyear', 'JJAS'],\n", " lat_range=[-20, 90], # Only northern hemisphere\n", " # month_range=['Jun', 'Sep'],\n", " init_mask=False,\n", " verbose=False,)" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Load time_range:(\n", "array('1979-01-01T00:00:00.000000000', dtype='datetime64[ns]')\n", "Coordinates:\n", " time datetime64[ns] 1979-01-01, \n", "array('2019-12-31T00:00:00.000000000', dtype='datetime64[ns]')\n", "Coordinates:\n", " time datetime64[ns] 2019-12-31)\n", "All wind files are available! Now load them!\n", "Time steps within 1979-01-01 to 2019-12-31 selected!\n", "Loaded Pressure levels [200, 500, 850] as dimension lev!\n", "Time steps within 1979-01-01 to 2019-12-31 selected!\n", "Loaded Pressure levels [200, 500, 850] as dimension lev!\n", "Rename w to OMEGA!\n", "Multiply w by factor -1!\n", "Time steps within 1979-01-01 to 2019-12-31 selected!\n", "Loaded Pressure levels [200, 500, 850] as dimension lev!\n", "Merge u, v\n", "Merge u, v, omega\n", "Set variable name to u!\n", "Compute anomalies u_an_month\n", "Created monthly anomalies!\n", "Rename u to u_an_month!\n", "Compute anomalies u_an_JJAS\n", "Created JJASly anomalies!\n", "Rename u to u_an_JJAS!\n", "Compute anomalies v_an_month\n", "Created monthly anomalies!\n", "Rename v to v_an_month!\n", "Compute anomalies v_an_JJAS\n", "Created JJASly anomalies!\n", "Rename v to v_an_JJAS!\n", "Compute anomalies OMEGA_an_month\n", "Created monthly anomalies!\n", "Rename OMEGA to OMEGA_an_month!\n", "Compute anomalies OMEGA_an_JJAS\n", "Created JJASly anomalies!\n", "Rename OMEGA to OMEGA_an_JJAS!\n" ] } ], "source": [ "# Load wind field data on multiple levels (200, 500, 850)\n", "# wind data\n", "reload(wds)\n", "nc_files_u = []\n", "nc_files_v = []\n", "nc_files_w = []\n", "\n", "levs = [200, 500, 850]\n", "\n", "for lev in levs:\n", " dataset_file_u = data_dir + \\\n", " f\"/climate_data/2.5/era5_u_{2.5}_{lev}_ds.nc\"\n", " nc_files_u.append(dataset_file_u)\n", " dataset_file_v = data_dir + \\\n", " f\"/climate_data/2.5/era5_v_{2.5}_{lev}_ds.nc\"\n", " nc_files_v.append(dataset_file_v)\n", " dataset_file_w = data_dir + \\\n", " f\"/climate_data/2.5/era5_w_{2.5}_{lev}_ds.nc\"\n", " nc_files_w.append(dataset_file_w)\n", "\n", "reload(wds)\n", "ds_wind = wds.Wind_Dataset(data_nc_u=nc_files_u,\n", " data_nc_v=nc_files_v,\n", " data_nc_w=nc_files_w,\n", " plevels=levs,\n", " can=True,\n", " an_types=['month', 'JJAS'],\n", " month_range=['Jun', 'Sep'], # only important for JJAS season\n", " init_mask=False,\n", " verbose=False,\n", " )" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## CGTI analysis\n", "We first analyse the CGTI index" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [], "source": [ "reload(cgti)\n", "# Use the Ding&Wang definition (see function for details)\n", "cgt_index = cgti.get_cgt_index(ds_z_200.ds['an_dayofyear'], )\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "var_type = 'an_dayofyear'\n", "\n", "# instant correlation of z200 anomalies with cgti\n", "corr_z200_cgti = sput.compute_correlation(\n", " data_array=ds_z_200.ds[var_type],\n", " ts=cgt_index['cgti'],\n", " correlation_type='spearman')\n" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/strnad/anaconda3/envs/climnet/lib/python3.9/site-packages/cartopy/mpl/geoaxes.py:1666: UserWarning: No contour levels were found within the data range.\n", " result = matplotlib.axes.Axes.contour(self, *args, **kwargs)\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "reload(cplt)\n", "idx = 1\n", "vmax = .25\n", "vmin = -vmax\n", "im = cplt.plot_map(\n", " corr_z200_cgti['corr'].sel(lag=0),\n", " significance_mask=corr_z200_cgti['p'].sel(lag=0) < 0.05,\n", " sig_plot_type='contour',\n", " cmap='bwr',\n", " levels=14,\n", " plot_type='contourf',\n", " central_longitude=50,\n", " central_latitude=30,\n", " projection='Nearside',\n", " label=f'Correlation',\n", " title=f'Correlation Z200 Anomalies - CGTI',\n", " vmin=vmin,\n", " vmax=vmax,\n", " orientation='vertical',\n", " round_dec=2,\n", ")\n", "\n", "# This rectangle is for the CGTI region definition (see Ding&Wang 2005)\n", "im = cplt.plot_rectangle(ax=im['ax'],\n", " lon_range=[60, 70],\n", " lat_range=[35, 40],\n", " color='yellow',\n", " fill=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The CGTI index can be subdivided into positive and negative phases. The composites for these phases look for example like this:" ] }, { "cell_type": "code", "execution_count": 100, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Select data from Jun - Sep!\n", "Select data from Jun - Sep!\n", "Select data from Jun - Sep!\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/home/strnad/climnet/geoutils/geoutils/plotting/map_plots.py:1067: UserWarning: This figure includes Axes that are not compatible with tight_layout, so results might be incorrect.\n", " fig.tight_layout()\n", "/home/strnad/climnet/geoutils/geoutils/plotting/plotting_utils.py:448: MatplotlibDeprecationWarning: The 'norm' parameter to Colorbar has no effect because it is overridden by the mappable; it is deprecated since 3.3 and will be removed two minor releases later.\n", " cbar = fig.colorbar(\n", "/home/strnad/anaconda3/envs/climnet/lib/python3.9/site-packages/cartopy/crs.py:529: UserWarning: Some vectors at source domain corners may not have been transformed correctly\n", " warnings.warn('Some vectors at source domain corners '\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "lev = 200\n", "an_type = 'month'\n", "var_type = f'an_{an_type}'\n", "ctype = 'pos'\n", "z200 = tu.get_month_range_data(ds_z_200.ds[var_type], 'Jun',\n", " 'Sep')\n", "v200 = tu.get_month_range_data(ds_wind.ds[f'V_an_{an_type}'].sel(lev=lev), 'Jun',\n", " 'Sep')\n", "u200 = tu.get_month_range_data(ds_wind.ds[f'U_an_{an_type}'].sel(lev=lev), 'Jun',\n", " 'Sep')\n", "\n", "cgt_tps = cgti.get_cgti_strength(z200=z200,)\n", "\n", "im = cplt.create_multi_plot(nrows=1, ncols=3,\n", " figsize=(18, 5),\n", " title=f'Anomalies CGTI phases ({ctype}, {200}hPa)',\n", " projection='Nearside',\n", " central_longitude=60,\n", " central_latitude=50,\n", " lon_range=[-50, 180],\n", " lat_range=[-30, 70],\n", " wspace=0.5)\n", "\n", "mean_tps_v = tu.get_sel_tps_ds(v200,\n", " cgt_tps[ctype].time).mean('time')\n", "vmax = 6\n", "vmin = -vmax\n", "\n", "im_comp = cplt.plot_map(mean_tps_v,\n", " ax=im['ax'][0],\n", " orientation='vertical',\n", " plot_type='contourf',\n", " cmap='PuOr',\n", " centercolor='white',\n", " levels=12,\n", " vmin=vmin, vmax=vmax,\n", " title=f\"V200 Anomalies\",\n", " label=rf'V-wind Anomalies {lev}hPa (wrt {an_type}) [m/s]',\n", " )\n", "\n", "mean_tps_u = tu.get_sel_tps_ds(u200,\n", " cgt_tps[ctype].time).mean('time')\n", "vmax = 6\n", "vmin = -vmax\n", "\n", "im_comp = cplt.plot_map(mean_tps_u,\n", " ax=im['ax'][1],\n", " plot_type='contourf',\n", " orientation='vertical',\n", " cmap='PuOr',\n", " centercolor='white',\n", " levels=12,\n", " vmin=vmin, vmax=vmax,\n", " title=f\"U200 Anomalies\",\n", " label=rf'U-wind Anomalies {lev}hPa (wrt {an_type}) [m/s]',\n", " )\n", "\n", "mean_tps = tu.get_sel_tps_ds(z200,\n", " cgt_tps[ctype].time).mean('time')\n", "vmax = 1.5e2\n", "vmin = -vmax\n", "im_comp = cplt.plot_map(mean_tps,\n", " ax=im['ax'][2],\n", " plot_type='contourf',\n", " orientation='vertical',\n", " cmap='RdYlBu_r',\n", " centercolor='white',\n", " levels=12,\n", " vmin=vmin, vmax=vmax,\n", " title=f\"Z200 Anomalies\",\n", " label=rf'Anomalies GPH {lev}hPa (wrt {an_type}) [m]',\n", " )\n", "dict_w = cplt.plot_wind_field(ax=im['ax'][2],\n", " u=mean_tps_u,\n", " v=mean_tps_v,\n", " scale=150,\n", " steps=3, # plot only every 3rd wind arrow\n", " key_length=3,\n", " )\n", "\n", "savepath = plot_dir + \\\n", " f\"climate_indices/z200_uv200_{an_type}_cgti_{ctype}.png\"\n", "cplt.save_fig(savepath=savepath, fig=im['fig'])\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## SRP analysis\n", "The SRP is defined via the first PCA of the V200 winds " ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "No mask initialized!\n", "Prepare the dataset to TxN array for variable an_dayofyear!\n", "Now run PCA with rotation None!\n", "Finished!\n", "Init as well a mask for dataset!\n", "Init spatial mask for shape: (41, 100, 14975)\n", "... Finished Initialization spatial mask\n", "Init the point-idx dictionaries\n", "Now prepare PCA dictionary...\n", "... finished!\n", "Select data from Jan - Dec!\n" ] } ], "source": [ "reload(srp)\n", "idx = 0\n", "srp_dict = srp.get_srp_index(v200,\n", " timemean=None,\n", " var_name='an_dayofyear',\n", " idx=idx)" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Plot the spatial map of PCA 1\n", "reload(cplt)\n", "vmax = 2e-2\n", "vmin = -vmax\n", "im = cplt.plot_map(\n", " srp_dict['map'],\n", " cmap='coolwarm',\n", " central_longitude=80,\n", " central_latitude=50,\n", " projection='PlateCarree',\n", " label=f'EOF {idx}',\n", " title=f'EOF {idx}',\n", " vmin=vmin,\n", " vmax=vmax,\n", " orientation='vertical'\n", ")\n" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Equalize time points of both datasets!\n", "Computing spearman correlation for 144 locations ...\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████| 144/144 [00:26<00:00, 5.52it/s]\n" ] } ], "source": [ "# Correlation of SRP index with V200 for JJAS season (ds_wind is only defined for JJAS)\n", "reload(tu)\n", "reload(sput)\n", "lev = 200\n", "corr_v200_srp = sput.compute_correlation(\n", " data_array=ds_wind.ds['v_an_month'].sel(lev=lev),\n", " ts=srp_dict['index'],\n", " correlation_type='spearman')\n" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "reload(cplt)\n", "vmax = .7\n", "vmin = -vmax\n", "plot_def_rect = False\n", "\n", "im = cplt.plot_map(\n", " corr_v200_srp['corr'].sel(lag=0),\n", " # significance_mask=corr_v200_srp['p'].sel(lag=0) < 0.05,\n", " sig_plot_type='contour',\n", " cmap='PuOr',\n", " centercolor='white',\n", " levels=14,\n", " plot_type='contourf',\n", " central_longitude=70,\n", " central_latitude=50,\n", " projection='Nearside',\n", " label=f'Correlation',\n", " title=f'Correlation V200 Anomalies - SRP-index',\n", " vmin=vmin,\n", " vmax=vmax,\n", " orientation='vertical',\n", " round_dec=2,\n", " extend='both',\n", ")\n", "\n", "if plot_def_rect:\n", " # This rectangle defines the area that is used to compute the PCA for the SRP index\n", " cplt.plot_rectangle(ax=im['ax'],\n", " lon_range=[30, 130],\n", " lat_range=[20, 60],\n", " color='yellow',\n", " lw=2,\n", " )\n", "\n", "savepath = plot_dir + f\"/srp_corr.png\"\n", "cplt.save_fig(savepath, fig=im['fig'])" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "'/home/strnad/data/plots/tutorials/cgt//climate_indices/srp_corr.png'" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "savepath" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Comparison of CGTI to SRP\n", "This section shows how different climate indices (in this case the SRP and CGTI) can be compared." ] }, { "cell_type": "code", "execution_count": 74, "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Compute the lead-lag between both indices\n", "timemean = 'day'\n", "maxlags = 40\n", "cutoff = 5\n", "p = 0.05\n", "ts1 = cgt_index['cgti']\n", "ts2 = srp_dict['index']\n", "ll_dict1 = tu.lead_lag_corr(ts1=ts1, ts2=ts2,\n", " maxlags=maxlags,\n", " cutoff=cutoff,\n", " corr_method='spearman',\n", " )\n", "tau_lag = ll_dict1['tau']\n", "lag_corr1 = ll_dict1['corr']\n", "p_vals = ll_dict1['p_val']\n", "im = cplt.plot_xy(\n", " x_arr=[tau_lag\n", " ],\n", " y_arr=[lag_corr1,\n", " ],\n", " title=fr'CGTI $\\leftrightarrow$ SRP',\n", " xlabel=r'Time-Lag $\\tau$'+f'[{timemean}s]',\n", " ylabel='Correlation',\n", " figsize=(10, 5),\n", " # title=f'Lead-Lag Correlations',\n", " ylim=(-0.2, 0.3),\n", " loc='upper right',\n", " lw_arr=[3],\n", " ls_arr=['-', '-', '-'],\n", " mk_arr=[None, None, None],\n", " stdize=False,\n", " set_grid=True\n", ")\n", "\n", "# Show significance levels\n", "cplt.plot_hline(\n", " ax=im['ax'],\n", " y=p,\n", " color='black',\n", " ls='dashed',\n", " lw=2,\n", " label=\"significance level\")\n", "cplt.plot_hline(\n", " ax=im['ax'],\n", " y=-p,\n", " color='black',\n", " ls='dashed',\n", " lw=2,\n", " label=\"significance level\")\n", "\n", "# Show maximum correlation by a red line\n", "cplt.plot_vline(\n", " ax=im['ax'],\n", " x=ll_dict1['tau_max'],\n", " color='red',\n", " ls='solid',\n", " lw=3,\n", ")\n", "cplt.plt_text(ax=im['ax'],\n", " xpos=ll_dict1['tau_max']+0.5,\n", " ypos=-0.,\n", " text=f'{timemean} {ll_dict1[\"tau_max\"]}',\n", " box=False\n", " )\n", "# Show minimum correlation by a red line\n", "cplt.plot_vline(\n", " ax=im['ax'],\n", " x=ll_dict1['tau_min'],\n", " color='red',\n", " ls='solid',\n", " lw=3,\n", ")\n", "cplt.plt_text(ax=im['ax'],\n", " xpos=ll_dict1['tau_min']+0.5,\n", " ypos=-0.,\n", " text=f'{timemean} {ll_dict1[\"tau_min\"]}',\n", " )\n", "\n", "savepath = plot_dir +\\\n", " f\"/climate_indices/{timemean}_lead_lag_cutoff_{cutoff}_cgti_srp.pdf\"\n", "cplt.save_fig(savepath=savepath, fig=im['fig'])" ] } ], "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.-1" }, "orig_nbformat": 4 }, "nbformat": 4, "nbformat_minor": 2 }