{ "cells": [ { "cell_type": "markdown", "id": "81e43f71", "metadata": { "tags": [] }, "source": [ "# Idea for reversal of impact chain - glaciers\n", "\n" ] }, { "cell_type": "markdown", "id": "b89ddb5b-2c22-46a0-a487-103da639d26d", "metadata": {}, "source": [ "**Newer version: v2024-03-26**\n", "\n", "**Some additional information:**\n", "- we used LOWESS fits\n", " - originally done to create these figures here https://github.com/lilianschuster/glacier-model-projections-until2300\n", " - LOWESS fits done with the MOEPY package -> https://ayrtonb.github.io/Merit-Order-Effect/ug-08-lowess-quick-start/#quantile\n", " - we computed percentiles from 1 to 99th percentile in \"1%\" steps, but if you want others, we can create other percentiles... \n", "- global mean warming here defined as done in IPCC AR6 WG1, that means:\n", " - assume 0.69°C warming from preindustrial levels (1850-1900) to 1986-2005 for every GCM, then use the warming as given by individual GCMs ... \n", "- That means we use some glacier model data from in total two glacier models (will be updated to have three glacier models...). \n", "- Fits were done for all CMIP5 and CMIP6 GCMs going until 2100\n", " - some glacier models have done projections with more GCMs than others .... \n", " - should be sufficient to analyse if this could be a good example\n" ] }, { "cell_type": "code", "execution_count": 1, "id": "077a7bf7-f7e1-421b-a006-cbda383c43b0", "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "import seaborn as sns\n", "import pandas as pd\n", "import numpy as np\n", "\n", "plt.rc('font', size=18)\n", "\n", "pd_raw_data_sel = pd.read_csv('glacier_model_proj_from_GCMs_until_2100_test_RGI13-14-15_2100_v2024-03-26_OGGM_PyGEM.csv', index_col=[0])\n", "pd_fit = pd.read_csv('lowess_fit_from_GCMs_until_2100_RGI13-14-15_2100_OGGM_PyGEM_v2024-03-26.csv', index_col=[0])\n", "\n", "quantiles_str = []\n", "quantiles = np.arange(0.01,1,0.01)\n", "for i in quantiles:\n", " _str = f'q{i:0.2f}' #.format(i) # Format the percentile string with leading zeros\n", " quantiles_str.append(_str)\n", " \n", "# revert the columns \n", "pd_fit.index = pd_fit.deltaTemp.values.round(2)\n", "pd_fit_v = pd_fit[quantiles_str].T\n", "pd_fit_v['q'] = quantiles\n", "\n", "\n", "assert len(pd_fit.frac.unique())==1\n", "frac = pd_fit.frac.unique()[0].round(2)\n", "colors = sns.color_palette('viridis', n_colors=100)\n", "colors_2 = sns.color_palette('rocket_r', n_colors=12)\n", "plt.figure(figsize=(20,10))\n", "plt.subplot(121)\n", "\n", "\n", "\n", "for c,q in zip(colors,quantiles_str): \n", " if q == 'q0.50':\n", " sns.lineplot(data=pd_fit, x='deltaTemp', y=q, color='black', label=q, lw=3, zorder=6)\n", " else:\n", " sns.lineplot(data=pd_fit, x='deltaTemp', y=q, color=c, label=q, alpha = 0.8, zorder=5)\n", "ax = plt.gca()\n", "handles, labels = ax.get_legend_handles_labels()\n", "ax.get_legend().remove()\n", "leg = ax.legend([handles[0],handles[49], handles[-1]], [labels[0],labels[49], labels[-1]], title=f'LOWESS (frac={frac})\\nquantile regression')\n", "plt.ylabel('Remaining glacier ice mass in HMA\\n(% rel. to 2020)')\n", "plt.xlabel('Global mean temperature change (°C)')\n", "\n", "_pd_sel = pd_raw_data_sel.loc[pd_raw_data_sel.region == 'RGI13-14-15']\n", "_pd_sel = _pd_sel.loc[_pd_sel.year == 2100]\n", "sns.scatterplot(data= _pd_sel, x= 'global_temp_ch_2071-2100_preindustrial', y='rel_ice_%_2020', hue='model', zorder=10)\n", "handles, labels = ax.get_legend_handles_labels()\n", "ax.get_legend().remove()\n", "leg2 = ax.legend(handles[-2:], labels[-2:], loc = 'lower left', title = 'glacier model\\nprojections')\n", "ax.add_artist(leg)\n", "for j,t in enumerate(np.arange(1,6.5,0.5)):\n", " plt.axvline(t, lw=0.5, color=colors_2[j])\n", "\n", "plt.subplot(122)\n", "for j,t in enumerate(np.arange(1,6.5,0.5)):\n", " sns.scatterplot(data=pd_fit_v, x= 'q', y= t, color=colors_2[j], label=f'{t}°C')\n", "plt.legend(loc='upper left', bbox_to_anchor=(1,1), title= 'GMT')\n", "plt.xlabel('quantile')\n", "plt.ylabel('Remaining glacier ice mass in HMA\\n(% rel. to 2020)');" ] }, { "cell_type": "code", "execution_count": 2, "id": "b42b9a34-fbcc-4559-ad4c-1fe856c9f054", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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99 rows × 109 columns

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"NameError", "evalue": "name 'pd_fit_v_sel' is not defined", "output_type": "error", "traceback": [ "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", "\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)", "\u001b[1;32m/home/peterp/projects/reversal_perspective/reversal_perspective/glacier_example_peter_2.ipynb Cell 5\u001b[0m line \u001b[0;36m1\n\u001b[0;32m----> 1\u001b[0m pd_fit_v_sel\n", "\u001b[0;31mNameError\u001b[0m: name 'pd_fit_v_sel' is not defined" ] } ], "source": [ "pd_fit_v_sel" ] }, { "cell_type": "code", "execution_count": null, "id": "6615c07a-0579-4990-8552-8e78aa6cc810", "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "from scipy.stats import gaussian_kde\n", "\n", "\n", "# for 1.5\n", "pd_fit_v_sel = pd_fit_v[1.5]\n", "\n", "# Assuming you have a list of quantile values called quantile_values\n", "quantile_values = np.array(pd_fit_v_sel.values)\n", "\n", "# Estimate the density function using kernel density estimation\n", "kde = gaussian_kde(quantile_values)\n", "\n", "# Generate points to plot the estimated density function\n", "x = np.linspace(np.min(quantile_values), np.max(quantile_values), 1000)\n", "density_estimate = kde(x)\n", "\n", "# Plot the estimated density function\n", "plt.plot(x, density_estimate)\n", "plt.xlabel('Value')\n", "plt.ylabel('Density')\n", "plt.title('Estimated Probability Density Function')\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": null, "id": "17ff45b3-72ba-48a7-8405-b5bd15ac09cc", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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4.326784 4.157073 \n", "... ... ... ... ... ... ... \n", "q0.95 24.225256 23.897846 23.562836 23.221978 22.877013 22.529184 \n", "q0.96 24.226923 23.938376 23.642031 23.337156 23.022972 22.698846 \n", "q0.97 24.453647 24.188921 23.931623 23.682766 23.441571 23.205162 \n", "q0.98 23.807898 23.476905 23.156633 22.845174 22.538724 22.233253 \n", "q0.99 23.591589 23.266740 22.950418 22.636787 22.323223 22.006163 \n", "\n", " 6.25 q \n", "q0.01 3.901497 0.01 \n", "q0.02 0.869886 0.02 \n", "q0.03 1.874951 0.03 \n", "q0.04 5.474337 0.04 \n", "q0.05 3.983193 0.05 \n", "... ... ... \n", "q0.95 22.181303 0.95 \n", "q0.96 22.365283 0.96 \n", "q0.97 22.971133 0.97 \n", "q0.98 21.925511 0.98 \n", "q0.99 21.681819 0.99 \n", "\n", "[99 rows x 109 columns]" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "pd_fit_v" ] }, { "cell_type": "code", "execution_count": null, "id": "842ae709-11c0-498a-a95c-40d534a214db", "metadata": {}, "outputs": [ { "data": { 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "sns.kdeplot(data=pd_fit_v[np.arange(1.5,5,0.5)], palette=sns.color_palette('rocket_r', n_colors=7), legend=True, cut=0,\n", " fill=True, alpha=0.5,lw=2)\n", "plt.xlabel('Remaining glacier ice mass in HMA\\n(% rel. to 2020)')\n", "ax = plt.gca()\n", "leg = ax.get_legend()\n", "#handles, labels = ax.get_legend_handles_labels()\n", "leg.set_bbox_to_anchor((1.4,1))\n", "leg.set_title('GMT (°C)')" ] }, { "cell_type": "code", "execution_count": null, "id": "996cec39-4088-410d-a41c-e169aedc44dd", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "import numpy as np\n", "\n", "\n", "# Assuming corrected q and d arrays of the same length\n", "q = np.linspace(0.01, 0.991, 99) # Quantiles from 0.01 to 0.99\n", "d = pd_fit_v_sel.values # np.linspace(1, 99, 99) # Corresponding data values, adjust as per your data\n", "\n", "# Plotting\n", "plt.figure(figsize=(10, 6))\n", "plt.plot(q, d, marker='o')\n", "plt.title('Frequency Distribution from Quantiles')\n", "plt.xlabel('Quantiles')\n", "plt.ylabel('Data Values')\n", "plt.grid(True)\n", "plt.show()\n" ] }, { "cell_type": "markdown", "id": "26f521ad", "metadata": {}, "source": [ "### added by peter" ] }, { "cell_type": "code", "execution_count": 4, "id": "2d5d4fea", "metadata": {}, "outputs": [], "source": [ "import glob\n", "import xarray as xr\n", "import collections\n", "import seaborn as sns\n", "import matplotlib\n", "plt.rc('font', size=12)\n", "matplotlib.rcParams['figure.figsize'] = (4,3)" ] }, { "cell_type": "code", "execution_count": 5, "id": "b9647338", "metadata": {}, "outputs": [], "source": [ "# store pd_fit in an xarray\n", "quantiles = xr.DataArray(pd_fit_v.T.values[:-1], dims=['gmt','q'], coords=dict(gmt=pd_fit_v.columns.values[:-1], q=[float(s[1:]) for s in pd_fit_v.index.values]))" ] }, { "cell_type": "code", "execution_count": 6, "id": "c8562bad", "metadata": {}, "outputs": [], "source": [ "def prob_greater_at_gmt(g, thresh):\n", " '''\n", " returns the probability of keeping the threshold amount of glacier at given GMT g\n", " '''\n", " y = quantiles.sel(gmt=g, method='nearest')\n", " return 1 - quantiles.q.values[np.abs(y - thresh).argmin()]" ] }, { "cell_type": "code", "execution_count": 54, "id": "0d270d62", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "gmt_axis = np.arange(1,4,0.1)\n", "p = np.array([prob_greater_at_gmt(g, 50) for g in gmt_axis])\n", "plt.plot(gmt_axis, p)\n", "plt.xlabel('GMT')\n", "plt.ylabel('probability of keeping\\n50% of glaciers')\n", "plt.tight_layout()" ] }, { "cell_type": "code", "execution_count": 8, "id": "cad2221c", "metadata": {}, "outputs": [], "source": [ "def prob_greater_in_scenario(scen, thresh):\n", " '''\n", " returns the probability of crossing thresh in given scenario\n", " '''\n", " # get all gmt values in 2100 from the 2237 runs\n", " # bin GMT in 0.1 K steps\n", " # and count occurences in bins\n", " counter = collections.Counter(gmt.loc[scen].round(1).values)\n", " p = np.array([])\n", " # for each bin add the probability of crossing thresh at GMT level \"count\"-times\n", " for g,count in counter.items():\n", " p = np.append(p, [prob_greater_at_gmt(g, thresh)]*count)\n", " return p.mean()" ] }, { "cell_type": "code", "execution_count": 31, "id": "f659e758", "metadata": {}, "outputs": [], "source": [ "year = 2100" ] }, { "cell_type": "code", "execution_count": 32, "id": "b9c11b45", "metadata": {}, "outputs": [], "source": [ "gmt = xr.open_dataset(f'gmt_in_{year}.nc')['gmt']" ] }, { "cell_type": "code", "execution_count": 12, "id": "6477b6ee", "metadata": {}, "outputs": [], "source": [ "# calculate the probability of keeping X% of the glacier for all 1500 scenarios\n", "p_greater = xr.DataArray(dims=['scenario', 'thresh'], coords=dict(scenario=gmt.scenario.values, thresh=np.arange(40,70,10,'int')))\n", "for thresh in p_greater.thresh.values:\n", " for scen in p_greater.scenario.values:\n", " p_greater.loc[scen, thresh] = prob_greater_in_scenario(scen, thresh)\n", "xr.Dataset({'p_greater':p_greater}).to_netcdf(f'p_greater_in_{year}.nc')" ] }, { "cell_type": "code", "execution_count": 33, "id": "0c359f83", "metadata": {}, "outputs": [], "source": [ "p_greater = xr.open_dataset(f'p_greater_in_{year}.nc')['p_greater']" ] }, { "cell_type": "code", "execution_count": 34, "id": "4c432652", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 34, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "for thresh in p_greater.thresh.values[:]:\n", " plt.scatter(gmt.mean('run'),p_greater.loc[:,thresh], label=f'{thresh}')\n", "plt.xlabel('GMT averaged over runs of the scenario')\n", "plt.ylabel('probability of only\\n... of the glacier remaining')\n", "plt.legend(title='remaining')" ] }, { "cell_type": "code", "execution_count": 46, "id": "a846caa7", "metadata": {}, "outputs": [], "source": [ "# identify scenarios for which there is a 90% chance of loosing 40% of the glaciers\n", "boundary_scenarios = p_greater.scenario[np.abs(p_greater.loc[:,40] - 0.90) < 0.01]" ] }, { "cell_type": "code", "execution_count": 47, "id": "c22b6ba8", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 0, 'GMST')" ] }, "execution_count": 47, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# GMT distributions for boundary scenarios in 2100\n", "fig,ax = plt.subplots(nrows=1, figsize=(4,3))\n", "for scen in boundary_scenarios:\n", " sns.kdeplot(gmt.loc[scen], color='gray', linewidth=0.3)\n", " ax.axvline(gmt.loc[scen].median(), color='gray', linewidth=0.3)\n", "ax.set_xlabel('GMST')" ] }, { "cell_type": "code", "execution_count": 48, "id": "4d8ddecc", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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<xarray.DataArray 'scenario' (scenario: 10)>\n",
       "array(['2030fact0.52_nz2100_ov-7500_meth0.9',\n",
       "       '2030fact0.72_nz2100_ov-2500_meth0.5',\n",
       "       '2030fact0.72_nz2100_ov-10000_meth0.5',\n",
       "       '2030fact0.72_nz2100_ov-7500_meth0.5',\n",
       "       '2030fact0.52_nz2100_ov-2500_meth0.9',\n",
       "       '2030fact0.72_nz2100_ov-5000_meth0.5',\n",
       "       '2030fact0.52_nz2100_ov-10000_meth0.9',\n",
       "       '2030fact0.52_nz2100_ov0_meth0.9',\n",
       "       '2030fact0.52_nz2100_ov-5000_meth0.9',\n",
       "       '2030fact0.72_nz2100_ov0_meth0.5'], dtype='<U37')\n",
       "Coordinates:\n",
       "  * scenario  (scenario) <U37 '2030fact0.52_nz2100_ov-7500_meth0.9' ... '2030...\n",
       "    thresh    int64 40\n",
       "    scen      (scenario) object '2030fact0.52_nz2100_ov-7500_meth0.9' ... '20...
" ], "text/plain": [ "\n", "array(['2030fact0.52_nz2100_ov-7500_meth0.9',\n", " '2030fact0.72_nz2100_ov-2500_meth0.5',\n", " '2030fact0.72_nz2100_ov-10000_meth0.5',\n", " '2030fact0.72_nz2100_ov-7500_meth0.5',\n", " '2030fact0.52_nz2100_ov-2500_meth0.9',\n", " '2030fact0.72_nz2100_ov-5000_meth0.5',\n", " '2030fact0.52_nz2100_ov-10000_meth0.9',\n", " '2030fact0.52_nz2100_ov0_meth0.9',\n", " '2030fact0.52_nz2100_ov-5000_meth0.9',\n", " '2030fact0.72_nz2100_ov0_meth0.5'], dtype=' no overshoot efore 2100\n", "# -> potential for keeping the glacier mass later on as well\n", "selected_boundary_scenarios = boundary_scenarios[(co2.loc[boundary_scenarios].loc[:,2100] == 0) & (co2.loc[boundary_scenarios].loc[:,2090] > 0)]\n", "selected_boundary_scenarios" ] }, { "cell_type": "code", "execution_count": 49, "id": "a26d9426", "metadata": {}, "outputs": [], "source": [ "gmt_median = xr.open_dataset('gmt_median.nc')['gmt']" ] }, { "cell_type": "code", "execution_count": 50, "id": "db1735fe", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "\n", "fig,axes = plt.subplots(nrows=1, ncols=2, figsize=(8,3))\n", "axes[1].axhline(0, color='k')\n", "for scenarios, color in zip([boundary_scenarios, selected_boundary_scenarios], ['gray','orange']):\n", " for scen in scenarios.values:\n", " y = gmt_median.loc[scen,:2100]\n", " axes[0].plot(y.year, y, label=scen, color=color)\n", " y = co2.loc[scen,:2100] / 1000\n", " axes[1].plot(y.year, y, color=color)\n", " \n", "axes[0].set_ylabel('GMST [K]')\n", "axes[1].set_ylabel('CO2 emissions [Gt/yr]')\n", "plt.tight_layout() " ] }, { "cell_type": "code", "execution_count": 51, "id": "f4b89306", "metadata": {}, "outputs": [], "source": [ "# load fair emissions\n", "emissions = pd.read_table('../Tier2_scenarios_emissions.csv', sep=',')\n", "co2 = emissions.loc[(emissions.Variable == 'Emissions|CO2')]\n", "co2 = xr.DataArray(co2.iloc[:,5:].values, dims=['scen','year'], coords=dict(scen=co2.Scenario, year=np.array(co2.columns[5:], 'int')))\n", "ch4 = emissions.loc[(emissions.Variable == 'Emissions|CH4')]\n", "ch4 = xr.DataArray(ch4.iloc[:,5:].values, dims=['scen','year'], coords=dict(scen=ch4.Scenario, year=np.array(ch4.columns[5:], 'int')))\n", "cum_co2 = (co2.loc[:,2020:2100].rolling(year=2).sum() * 0.5 * 10).sum('year') / 1000" ] }, { "cell_type": "code", "execution_count": 52, "id": "97336d54", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "1194.8766689905" ] }, "execution_count": 52, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# get cumulative CO2 emissions until 2100 in the orange scenario\n", "CO2_budget = cum_co2.loc[selected_boundary_scenarios].values.mean()\n", "CO2_budget" ] }, { "cell_type": "code", "execution_count": null, "id": "2d7c80c4", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "851e9ff0", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "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": "3.10.12" } }, "nbformat": 4, "nbformat_minor": 5 }