{ "cells": [ { "cell_type": "markdown", "metadata": { "hideCode": true, "hidePrompt": true }, "source": [ "# Gaissbergferner - simple mass-balance and volume change estimates!" ] }, { "cell_type": "markdown", "metadata": { "hideCode": true, "hidePrompt": true }, "source": [ "This notebook shows in a simplified way how the mass-balance was estimated by the OGGM model and what this means for the future. \n", "As our model is normally only used for many glaciers, it is not specialised to represent robustly the mass-balance for a single glacier. So, the results here should be interpreted with caution and it is just one of many possible solutions. " ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import matplotlib.pyplot as plt\n", "import pandas as pd\n", "import xarray as xr\n", "import numpy as np\n", "\n", "import oggm\n", "from oggm import cfg, utils, workflow, tasks, graphics\n", "from oggm.core import massbalance, flowline" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2022-03-21 12:01:19: oggm.cfg: Reading default parameters from the OGGM `params.cfg` configuration file.\n", "2022-03-21 12:01:19: oggm.cfg: Multiprocessing switched OFF according to the parameter file.\n", "2022-03-21 12:01:19: oggm.cfg: Multiprocessing: using all available processors (N=8)\n", "2022-03-21 12:01:19: oggm.cfg: PARAMS['border'] changed from `40` to `80`.\n" ] } ], "source": [ "cfg.initialize(logging_level='WARNING')\n", "cfg.PATHS['working_dir'] = utils.gettempdir(dirname='OGGM-ref-mb', reset=False)\n", "cfg.PARAMS['border'] = 80" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's get our Gaissbergferner (each glacier has an id, for Gaissbergferner it is : 'RGI60-11.00836')" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2022-03-21 12:01:20: oggm.workflow: init_glacier_directories from prepro level 3 on 1 glaciers.\n", "2022-03-21 12:01:20: oggm.workflow: Execute entity tasks [gdir_from_prepro] on 1 glaciers\n" ] } ], "source": [ "gdir = workflow.init_glacier_directories(['RGI60-11.00836'], from_prepro_level=3)[0]\n", "tasks.init_present_time_glacier(gdir)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### This is how the glacier domain looks like in the model:" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.0, 'gaissbergferner')" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "from oggm import graphics\n", "graphics.plot_domain(gdir, figsize=(8, 7))\n", "plt.title('gaissbergferner')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "And below is how it computes later on the mass-balance, it estimates one flowline with widths and altitude" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "graphics.plot_catchment_width(gdir, corrected=True, figsize=(8, 7))" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 0, 'width along flowline (m)')" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# width change over heights of our simplified glacier:\n", "h,w = gdir.get_inversion_flowline_hw()\n", "plt.fill_betweenx(h, -w/2,w/2)\n", "plt.ylabel('altitude')\n", "plt.xlabel('width along flowline (m)')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Average steepness of the glacier (according to the model)" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "0.3188901912757942" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "rad_flowline_avg_slope = utils.glacier_statistics(gdir)['flowline_avg_slope'] # in radians\n", "\n", "rad_flowline_avg_slope" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "18.271062088222553" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "np.rad2deg(rad_flowline_avg_slope) # in degree " ] }, { "cell_type": "markdown", "metadata": { "hideCode": true, "hidePrompt": true }, "source": [ "## Get specific mass-balance over the years:" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "get the overall specific mass-balance over the year:\n", " - if it is negative the glacier lost mass over the entire year\n", " - if it is positive it has gained mass over that year\n", " \n", "Can you explain the trend over last years from the climate (look at the plots further below!)" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Get the calibrated mass-balance model - the default is to use OGGM's \"PastMassBalanceModel\"\n", "mbmod = massbalance.MultipleFlowlineMassBalance(gdir)\n", "\n", "# Compute the specific MB for this glacier\n", "fls = gdir.read_pickle('model_flowlines')\n", "years = np.arange(1950, 2019)\n", "mb_ts = mbmod.get_specific_mb(fls=fls, year=years)\n", "\n", "plt.plot(years, mb_ts);\n", "plt.ylabel('Specific MB (kg/m2 or mm w.e.)');\n", "plt.xlabel('Year');" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's look at the mean climate (averaged over the year and averaged over the glacier altitude): " ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [], "source": [ "t_mean = []\n", "solidprcp_mean = []\n", "for y in np.arange(1979, 2020):\n", " t,_,_,solidprcp = mbmod.flowline_mb_models[-1].get_annual_climate(h, year=y)\n", " t_mean.append(t.mean())\n", " solidprcp_mean.append(solidprcp.mean())" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(20,6))\n", "plt.subplot(121)\n", "plt.plot(np.arange(1979, 2020), t_mean)\n", "plt.ylabel('annual mean temp. over glacier (°C)')\n", "plt.xlabel('year') \n", "\n", "plt.subplot(122)\n", "plt.plot(np.arange(1979, 2020), solidprcp_mean)\n", "plt.ylabel('mean solid prcp. (=snow in the model) over glacier (kg/m2) ')\n", "plt.xlabel('year')\n", "plt.suptitle('climate as estimated by OGGM model at Gaissbergferner');" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "markdown", "metadata": { "tags": [] }, "source": [ "# Estimate mass-balance along the glacier profile to get mass-balance gradient and ELA:" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [], "source": [ "heights_l = {}\n", "widths_l = {}\n", "mb_l = {}\n", "ela = {}\n", "for y in np.arange(1979, 2020):\n", " heights_l[y], widths_l[y], mb_l[y] = mbmod.get_annual_mb_on_flowlines(fls, year=y)\n", " ela[y] = mbmod.get_ela(year=y) # ELA is just the altitude where MB = 0 " ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [], "source": [ "mean_ela = pd.DataFrame(ela, index=['ela']).mean(axis=1).values[0]\n", "mean_mb_prof = pd.DataFrame(mb_l).mean(axis=1)*cfg.SEC_IN_YEAR *cfg.PARAMS['ice_density']\n", "# compute MB gradient\n", "import scipy\n", "mean_mb_gradient, _, _, _, _ = scipy.stats.linregress(pd.DataFrame(heights_l).mean(axis=1), pd.DataFrame(mb_l).mean(axis=1)*cfg.SEC_IN_YEAR *cfg.PARAMS['ice_density'])\n" ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "tags": [] }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "for y in np.arange(1979, 2020):\n", " plt.plot(mb_l[y]*cfg.SEC_IN_YEAR *cfg.PARAMS['ice_density'], heights_l[y]);\n", "plt.plot(mean_mb_prof, heights_l[y], color = 'black', lw = 4, label= f'mean mass-balance profile: MBG = {mean_mb_gradient:.2f}')\n", "plt.xlabel('kg/m2')\n", "plt.ylabel('altitude (m)')\n", "plt.axvline(0, ls = '--', color = 'grey')\n", "plt.axhline(mean_ela, ls=':', color = 'black', label = f'mean ELA: {mean_ela:.0f}m')\n", "plt.title(f'Gaissbergferner: (rgi_id = {gdir.rgi_id})');\n", "plt.legend();" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "- each colored line corresponds to the mass-balance profile of the model of one specific year\n", "- here we estimate the mass-balance even for altitudes where the glacier does not exist anymore (see below the approx. altitude range of the glacier)" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "actual glacier range in the model is between maximum 3319 m and minimum 2519 m\n" ] } ], "source": [ "max_altitude = heights_l[y][widths_l[y]>0].max()\n", "min_altitude = heights_l[y][widths_l[y]>0].min()\n", "print(f'actual glacier range in the model is between maximum {max_altitude:.0f} m and minimum {min_altitude:.0f} m')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's have a look on the ELA evolution over the time (from model estimates):" ] }, { "cell_type": "code", "execution_count": 31, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 0, 'year')" ] }, "execution_count": 31, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.plot(np.arange(1979,2020,1), pd.DataFrame(ela, index=['ela']).loc['ela'].values)\n", "plt.ylabel('ELA (m)')\n", "plt.xlabel('year')" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "markdown", "metadata": { "tags": [] }, "source": [ "#### Bonus: how gaissbergferner could have evolved from 2003 to 2020 (one possible model estimate out of many)" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2022-03-21 12:01:24: oggm.workflow: init_glacier_directories from prepro level 5 on 1 glaciers.\n", "2022-03-21 12:01:24: oggm.workflow: Execute entity tasks [gdir_from_prepro] on 1 glaciers\n", "2022-03-21 12:01:24: oggm.utils: Applying global task compile_run_output on 1 glaciers\n", "2022-03-21 12:01:24: oggm.utils: Applying compile_run_output on 1 gdirs.\n" ] }, { "data": { "image/png": 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vIxljqjArBEGqWVoiH97ci86Na3DnOwt44utl5NtOZGNMAFghCGI1E2KYcONJXNO1Ec9/v4qb35xHbp7tRDbGVCwrBEEuJiqCf13Wjr9e0Iqvl2zhqpdmsGXPQa9jGWOqECsEIUBEuOnkpowflMnq7TlcPHoqCzfs9jqWMaaKsEIQQs5oWYdJN/ciOtLp2+CLRZu9jmSMqQKsEISYE+sm8fEtvWhTP5mb35zHc9/+an0bGGOOixWCEJSaGMubN53EpZ0a8OQ3K7jjnfkcPHzU61jGmBBl/RGEqLjoSJ66qgPNayfyxNfLWbszl7EDu1A7Kc7raMaYEGNrBCFMRBh5enNe6N+ZZVv20nf0NJZu3ut1LGNMiLFCUAX0aVeP94f35Kgql78w3c5ENsaUiRWCKqJtg2Q+uaU3bepX5853FnDnO/PZd/Cw17GMMSHACkEVUqd6HBOHdOeOs07g4/kbuWDUVOav3+11LGNMkAtYIRCROBGZLSILROQXEXmwiDYiIqNEZKWILBSRzoHKEy6iIiO446wWvDOsB0fzlStemM6YH1badYqMMcUK5BrBIeAMVe0AdATOE5Huhdr0AU5wb0OBFwKYJ6x0zUjhi9tO5tw2dXn8q+VcN34WW/fapSmMMX8UsEKgjv3uv9HurfDP0kuACW7bmUANEakXqEzhJjk+mtHXduKxy9vx87rdnPfMFCYv2ep1LGNMkAnoPgIRiRSR+cA24BtVnVWoSQNgvc//G9xhheczVESyRCRr+/btActbFYkIV3dN59Nbe1MvuRo3Tcji7x8vthPQjDG/C2ghUNWjqtoRaAh0E5G2hZpIUZMVMZ+xqpqpqplpaWkBSFr1Na+dyIcjezK4dxMmzFjLJaOnsWLrPq9jGWOCQKUcNaSqu4EfgPMKjdoANPL5vyGwqTIyhaPYqEj+dmFrXr2hKztzDnHRc1N5feZau1aRMWEukEcNpYlIDfd+NeAsYFmhZp8AA92jh7oDe1TVLqkZYKedWJsvbz+F7k1r8bePFjPs9bnsysnzOpYxxiOBXCOoB3wvIguBOTj7CD4TkeEiMtxt8wXwG7ASeBm4OYB5jI+0pFj+fX1X/npBK75fvo3znp3C9FU7vI5ljPGAhNpmgczMTM3KyvI6RpWyeOMebnv7Z1bvyOHm05pxx1ktiI60cw2NqUpEZK6qZhY1zj7thrYNkvns1t5c1cXpG/nKF2ewbmeu17GMMZXECoEBID4miseuaM/oazuxavt+zh/1Ex/9vNF2JBsTBqwQmGNc2L4+X95+Mi3rJnHHO/Pp8+xPTJy9jty8I15HM8YEiO0jMEU6cjSfD+Zt4N/T1rBsyz6qx0VxdddGDOieQXqteK/jGWPKqKR9BFYITIlUlTlrdvHajDV8tXgL+aqccWJtBvbM4OTmqUREFHVOoDEm2JRUCKyrSlMiEaFbkxS6NUlhy56DvDVrLW/NXsegV2bTNDWBAT0ac3mXhlSPi/Y6qjGmnGyNwJTZoSNH+XLRFl6bsYaf1+0mPiaSyzo3YFCPDE6ok+R1PGNMEWzTkAmYhRt289r0tXy6cBN5R/Lp2awWg3pmcGbL2kTZuQjGBA0rBCbgdu4/xNtz1vPmzLVs2nOQBjWq0b97Otd0TSclIcbreMaEPSsEptIcOZrP5KXbeG36Gmb8tpOYqAgu7lCfQT0yaNcw2et4xoQtKwTGEyu27uO16WuYNG8jBw4fZXDvJtzXp6VtMjLGA3aJCeOJFnWSeOTSdsy8/0wG9WjM+KmruW78LHbsP+R1NGOMDysEJuCSq0Xz4CVtefLKDvy8bjcXPzeVhRt2ex3LGOOyQmAqzeVdGvL+8J6ICFe8OIP3staXPpExJuCsEJhK1a5hMp/c0ovMxjX58/sL+fvHi8k7ku91LGPCmhUCU+lqJcYy4cZuDDnZ6T+5/7iZbNt30OtYxoQtKwTGE1GREfzlgtY8e01HFm3cw0XPTWXeul1exzImLFkhMJ66pGMDJo3oRUxUBNe8NJOJs9d5HcmYsGOFwHiudf3qfHpLb05qmsJ9kxZx36RFHDpy1OtYxoQNKwQmKNSIj+HVG7ox4rRmTJy9jmvGzmTrXttvYExlsEJggkZkhHDPeS0Z078zy7fs44JRU5mzJtvrWMZUeVYITNA5v109PhrZi8TYSPqNncnrM9ZY38nGBFCJHdOISGc/5nFYVRdVUB5jAOfyFB/f0ps73v6Zv338Cws37OGhvm2Ji470OpoxVU5pPZT9CMwBSuqPsAmQUVGBjCmQXC2a8YO68sy3vzLq219ZvnUfL17Xhfo1qnkdzZgqpbRCMEdVzyipgYh8V4F5jDlGRIRw19ktaFu/One9u4CLnpvK6Gs706NZLa+jGVNllLiPoLQi4G8bY47XOW3q8tHIXiTHR3Pd+FkMfnUOH8/fSM6hI15HMybkldp5vYhEAKhqvojEAG2BNapqh3OYStW8diIfj+zF6O9W8smCTXy7bBtx0RGc2aoOF7Wvz2knptk+BGPKocSOaUSkL/ASkA8MB+4HcoAWwAhV/bSEaRsBE4C67vRjVfXZQm2SgTeAdJyi9H+q+u+SAlvHNAYgP1+Zu24Xn8zfxBeLNrMzJ4+k2CjOaVOXizrUo1fzVKKtAxxjflfuHspE5GegD1ANWAB0VdXlItIY+KC4mbrT1gPqqeo8EUkC5gJ9VXWJT5v7gWRVvUdE0oDlQF1VzStuvlYITGFHjuYzfdVOPl2wia9+2cK+g0dISYihT9u6XNShPt0yUoiIKOl4B2OqvpIKQambhlR1izuTdaq63B22tmCTUQnTbQY2u/f3ichSoAGwxLcZkCQiAiQC2YBt9DVlEhUZwSkt0jilRRoPX9qWH5dv59OFm5k0byNvzlpHneqxXNi+Phd1qE+Hhsk4i5sxpoBf+whUNR+40WdYJBDj74OISAbQCZhVaNRo4BNgE5AEXO0+ljHlEhsVyTlt6nJOm7rk5h1h8tJtfLpgE6/PWMv4qatJT4nnog71uLhDA06sm+R1XGOCQmmbhroCi1T1YKHhGUBvVX2j1AcQScQ5H+ERVZ1UaNwVQC/gLqAZ8A3QQVX3Fmo3FBgKkJ6e3mXt2rWlPzNjfOw5cJivf9nCpws2MX3VTo7mKy3qJHJxh/rc2LsJ8TGl/iYyJqSVex9BBTxwNPAZ8LWqPlXE+M+BR1X1J/f/74B7VXV2cfO0fQTmeO3Yf4gvF23m0wWbmb0mm5NPSGXcoExio+yII1N1lVQIAnZYhbvdfzywtKgi4FoHnOm2rwOcCPwWqEzGAKQmxjKgRwbvDu/B41e056dfd3DXuws4mm/XMzLhKZDrw72AAcAiEZnvDrsf51BRVPVF4CHgVRFZhHMZi3tUdUcAMxlzjKsyG7ErJ49/fbmMGtWiebhvW9uZbMJOwAqBqk6l5GsUoaqbgHMClcEYfww7tRnZuXm89ONv1EqI4a5zTvQ6kjGVyq9CICKZwF+Axu40Aqiqtg9gNmMqzb3ntWR3zmFGfbeSmgkx3NCrideRjKk0/q4RvAn8GViEc5awMVWKiPDIpW3ZlZvHg58uoWZ8DH07NfA6ljGVwt+dxdtV9RNVXa2qawtuAU1mTCWLioxgVL9OdG+awp/eW8D3y7Z5HcmYSuFvIfiHiIwTkX4iclnBLaDJjPFAXHQkLw/MpGW9JEa8OZcs6yrThAF/C8ENQEfgPOAi93ZhgDIZ46mkuGhevaEb9ZKrceOrc1i2ZW/pExkTwvwtBB1UNVNVB6nqDe7txtInMyY0pSbG8vrgbsTHRDFw/GzW7cz1OpIxAeNvIZgpIq0DmsSYINOwZjwTBnfj0JF8Brwyi237DpY+kTEhyN9C0BuYLyLLRWShiCwSkYWBDGZMMGhRJ4l/39CVbXsPMeiVOew5cNjrSMZUOH8LwXnACTgnfxXsH7goUKGMCSad02vy4oAurNy2jyGvZXHw8FGvIxlTofwqBL6HjNrhoyYcndoijSev6sictdnc8tY8jhy102lM1VFiIRCReaXNwJ82xlQFF3eozz8vbsPkpdu454NF5NtF6kwVUdqZxa1K2RcgQHIF5jEmqA3okUF2zmGenryCmvHR/OWCVnaROhPySisELf2Yh20wNWHltjObsys3j3FTV5OSGMPNpzX3OpIxx6XEQmD7AYz5IxHh7xe2ZlduHo9/tZya8TH065budSxjys365zOmHCIihCeu6MCeA4f5y4eLqFEtmj7t6nkdy5hyCVgPZcZUdTFREYzp35mOjWpw+9vzmb7S+lQyocnvQiAijUXkLPd+NRFJClwsY0JDfEwUr1zflSapCQyZkGUXqTMhya9CICJDgPeBl9xBDYGPApTJmJBSIz6GCYO7Ubt6HP3HzWLykq1eRzKmTPxdIxiJ0wfxXgBV/RWoHahQxoSaOtXjeH94D1rWTWLYG3N5Z846ryMZ4zd/C8EhVc0r+EdEogA7m8YYH7USY3lrSHd6NU/lng8WMfq7X1G1j4kJfv4Wgh9F5H6gmoicDbwHfBq4WMaEpoTYKMYNzOTSTg34v/+s4B+f/MJROwPZBDl/Dx+9FxiM02fxMOALYFygQhkTymKiInjyyg6kJcUydspv7Nh/iKev7khsVKTX0Ywpkl+FQFXzgZfdmzGmFBERwv3ntyItMZZHvlhKds5sxg7MpHpctNfRjPkDf48aulBEfhaRbBHZKyL7RMT67zOmFENOacrTV3cga80urn5pJtv2Wuc2Jvj4u4/gGWAQUEtVq6tqkqpWD1wsY6qOSzs1ZPz1XVm7M4fLXpjOb9v3ex3JmGP4WwjWA4vVDoEwplxObZHGxCHdyc07yhUvzmDB+t1eRzLmd/4Wgv8BvhCR+0TkroJbIIMZU9V0aFSD94f3ID4mkn4vz+THFdu9jmQM4H8heATIBeKAJJ+bMaYMmqYlMmlETxrXSmDwq3P48OcNXkcyxu/DR1NU9ZyyzFhEGgETgLpAPjBWVZ8tot1pOPsgooEdqnpqWR7HmFBTu3oc7wzrztAJWdz5zgJ27MtjyClNvY5lwpi/awSTRaRMhQA4Atytqq2A7sBIEWnt20BEagBjgItVtQ1wZRkfw5iQVD0umtdu7Mb57eryyBdLeeTzJdb1pfGMv2sEI4H/EZFDwGGcLiq1pCOHVHUzsNm9v09ElgINgCU+za4FJqnqOrfdtrI/BWNCU2xUJM/160xq4i+8/NNqduzP4/Er2hMdaVeHN5XL3xPKjmt/gIhkAJ2AWYVGtQCiReQHnH0Oz6rqhCKmHwoMBUhPt56gTNURGSE8eHEbaifF8n//WcHOnDxe6N+ZhFjrM8pUHvHniFAROaWo4ao6xY9pE4EfgUdUdVKhcaOBTOBMoBowA7hAVVcUN7/MzEzNysoqNbMxoeadOeu4b9Ii2jVI5pXru1IrMdbrSKYKEZG5qppZ1Dh/f3b82ed+HNANmAucUcoDRwMfAG8WLgKuDTg7iHOAHBGZAnQAii0ExlRVV3dNJyUhllvemscVL86gX7dGNKoZT6MU55ZczS5PYQLDrzWCP0zkHBH0uKr2K6GNAK8B2ap6RzFtWgGjgXOBGGA2cI2qLi5uvrZGYKq6rDXZ3DbxZzbtOfZyFMnVoklPiadRSjWnONSMJz3FudWvUY2YKNu3YIpXEWsEhW0A2pbSphcwAFgkIvPdYfcD6QCq+qKqLhWRr4CFOIeYjiupCBgTDjIzUph+35nsOXCY9dm5zm1XLuuyc1mffYBlm/cxeck28o7m/z5NhEC95Go0rFnNLRbxx/xNS7LNTKZ4/u4jeI7/dkQTAXQE1qjqdYGLVjRbIzAG8vOVrfsOsm5nLut3HWBddi4bst1isSuXrXsPHdM+PSWeXs1r0at5Kj2bpZKSEONRcuOVilgj8P3mPQJMVNVpx53MGFMuERFCveRq1EuuxklFjD94+CgbdjlrEL/tyGHWbzv5bOFmJs5eD0Cb+tXp1TyVXs1T6ZaRQrUY6yshnJVrH4GXbI3AmPI5cjSfRRv3MG3lDqat3MnctbvIO5pPTGQEnRvXoFezVHqdkEr7BslE2bkMVU5JawQlFgIRWUTRfRMXnFDWvmIi+s8KgTEV40DeUeasyWbayh1MXbmDJZv3ogpJsVF0b1aLXs1q0fuEVJqlJeIc+2FC2fFsGrowAHmMMUGgWkwkp7RI45QWaQBk5+QxY9VOpq7cwbSVO/hmyVYA6lSPdTYjNXM2JdVNjvMytgkAvzcNiUgdoKv772yvLgdhawTGVI712bm/ry1MX7WT7Jw8AIad2pR7zm1JRIStJYSS495ZLCJXAU8AP+BsFnpORP6squ9XWEpjTFBplBLPNd3SuaZbOvn5ytIte5kwfS0v/fgb2/YesusiVSH+HjX0F6BrwVqAiKQBkwErBMaEgYgIoU39ZB69vB2NUqrZdZGqGH/LeUShTUE7yzCtMaaKEBFuOeMEHru8HdNW7qDfyzPZsf9Q6ROaoObvl/lXIvK1iFwvItcDnwNfBC6WMSaYXd01nbEDurBi6z6ueGE663bmeh3JHAe/CoGq/hl4CWiPc1G4sap6TyCDGWOC25mt6vDmTd3ZfeAwl70wncUb93gdyZSTX4VARO7EOVLoLlW9U1U/DHAuY0wI6NK4Ju8P70FMpHDN2JlMW7nD60imHPzdNFQd+FpEfhKRke6hpMYYQ/PaSUy6uRcNalTj+n/P5pMFm7yOZMrI301DD7p9Co8E6gM/isjkgCYzxoSMuslxvDusB50a1eS2iT/zytTVXkcyZVDWI3+2AVtwjhqqXfFxjDGhKjk+mgmDu3Fumzr887MlPPrlMkLtWmbhyt99BCPcfoW/BVKBIV5cZ8gYE9zioiMZ078L156Uzos/ruLu9xZw2KffBBOc/D0TpDFwh6rOD2AWY0wVEBkhPNK3LXWS4nh68gqyc/IY078z8TF24lmw8ncfwb1WBIwx/hIRbj/rBP730nZMWbGdfi/P+v1aRSb42NnBxpiAufakdF64rgvLNu/lihemsz7bTjwLRlYIjDEBdW6burxx00ns2H+Iy16YzpJNe72OZAqxQmCMCbiuGSm8P6InURHC1S/NYMaqnV5HMj6sEBhjKkWLOkl8MKIndZPjGPTKbD5fuNnrSMZlhcAYU2nq16jGe8N70L5hMrdMnMdDny1hd67tRPaaFQJjTKWqER/DGzedxDVdG/HKtNWc8vj3jJ2yioOHj3odLWxZITDGVLq46Ej+dVl7vrz9ZDql1+R/v1jGmU/+yMfzN5Kfb2cjVzYrBMYYz7SsW53XbuzGG4NPIrlaNLe/PZ9Lnp/G9FV2FdPKZIXAGOO53iek8tmtvXnqqg7s3H+Ia1+exY2vzmHF1n1eRwsLVgiMMUEhIkK4rHNDvvvTadzbpyVz1mRz3jNTuPeDhWzbe9DreFWahNrVATMzMzUrK8vrGMaYAMvOyeO5737ljZlriYqIYMgpTRl2SlMSYu2aReUhInNVNbOocQFbIxCRRiLyvYgsFZFfROT2Etp2FZGjInJFoPIYY0JLSkIM/7ioDZPvOpUzWtZm1Le/cuoTP/DGzLUcsSuaVqhAbho6Atytqq2A7sBIEWlduJGIRAKPAV8HMIsxJkQ1rpXA8/078+HNPWmSGs9fP1rMuc9M4ZslW62/gwoSsEKgqptVdZ57fx+wFGhQRNNbgQ9wOr0xxpgidUqvybvDejB2QBcUGDIhi6vHzmTB+t1eRwt5lbKzWEQygE7ArELDGwCXAi+WMv1QEckSkazt27cHLKcxJriJCOe0qcvXd5zCQ33b8tv2/Vzy/DRueWseG3cf8DpeyAp4IRCRRJxf/HeoauHLDj4D3KOqJZ5SqKpjVTVTVTPT0tIClNQYEyqiIyMY0L0xP/z5dG47ozmTl27lnKd+5PUZa+yEtHII6FFDIhINfAZ8rapPFTF+NSDuv6lALjBUVT8qbp521JAxprD12bnc/+Eifvp1B90yUvjX5e1olpbodayg4tVRQwKMB5YWVQQAVLWJqmaoagbwPnBzSUXAGGOK0iglngk3duOJK9qzbMte+jz7E2N+WGlHF/kpkJuGegEDgDNEZL57O19EhovI8AA+rjEmDIkIV2Y2YvLdp3LGibV5/Kvl9B0zjV827fE6WtCzE8qMMVXSl4s287ePf2FXbh7DT23KrWecQFx0pNexPOPJpiFjjPFSn3b1mHzXKfTt2IDnv1/FBaN+Yu7abK9jBSUrBMaYKqtGfAxPXtWB127sxsHD+Vzx4gwe+OQXcg4d8TpaULFCYIyp8k5tkcZ/7jyFQT0yeG3GGs55egpTVtg5SQWsEBhjwkJCbBQPXNyG94b1IDY6goGvzOZP7y2wrjKxQmCMCTOZGSl8cdvJjDy9GR/+vJGznprCl4s2ex3LU1YIjDFhJy46kj+f25JPbulFneqxjHhzHiPemMu2feHZ74EVAmNM2GpTP5mPR/binvNa8u2ybZz91BTey1ofdlc1tUJgjAlrUZERjDitGV/efjIt6iTy5/cX8uCnS7yOVamsEBhjDNAsLZF3hvbg+p4ZvDp9Da/PXOt1pEpjfb4ZY4wrIkL424WtWZedywOf/EJGrXhOPqHqX/HY1giMMcZHZITw7DUdaZ6WyM1vzmPltv1eRwo4KwTGGFNIUlw04wZlEhMZweDX5rArp2qfa2CFwBhjitAoJZ6xA7uwefdBRrw5l7wjVfeS1lYIjDGmGF0ap/DYFe2Y+Vs2f/94cZU9rNR2FhtjTAku7dSQldv28/z3q2heO5GbTm7qdaQKZ4XAGGNKcffZJ/Lb9hwe+WIpTVITOLNVHa8jVSjbNGSMMaWIiBCevKoDbepX57aJP7Nsy16vI1UoKwTGGOOH+Jgoxg3sSmJcFINfzWLH/kNeR6owVgiMMcZPdZPjeHlgJjtzDjF0QhYHDx/1OlKFsEJgjDFl0L5hDZ66qiPz1u3m3g8WVokjiawQGGNMGZ3frh53n92Cj+ZvYswPq7yOc9zsqCFjjCmHW85ozqrt+3ni6+U0TU2gT7t6XkcqN1sjMMaYchARHr28PZ3Ta3Dnu/NZtGGP15HKzQqBMcaUU1x0JC8NyKRWQiw3TZjDlj2h2cOZFQJjjDkOaUmxjBuUyf6DRxgyIYsDeaF3JJEVAmOMOU6t6lXn2Ws6sXjTHu5+bz75+aF1JJEVAmOMqQBnta7D/X1a8cWiLTw9eYXXccrEjhoyxpgKctPJTVi5bT/PfbeSZmmJ9O3UwOtIfgnYGoGINBKR70VkqYj8IiK3F9Gmv4gsdG/TRaRDoPIYY0ygiQgP9W3LSU1S+J8PFjJ37S6vI/klkJuGjgB3q2oroDswUkRaF2qzGjhVVdsDDwFjA5jHGGMCLiYqghev60K95DiGvZ7F2p05XkcqVcAKgapuVtV57v19wFKgQaE201W1oGTOBBoGKo8xxlSWmgkxjB/Ulbwj+Zz/7E+8MXNtUO9ArpSdxSKSAXQCZpXQbDDwZTHTDxWRLBHJ2r59ewASGmNMxWpeO5HPbzuZTuk1+etHi+k/bhbrs3O9jlUkCfQFk0QkEfgReERVJxXT5nRgDNBbVXeWNL/MzEzNysqq+KDGGBMAqsrbc9bzyOdLyVflnvNaMqB7YyIipFJziMhcVc0salxA1whEJBr4AHizhCLQHhgHXFJaETDGmFAjIvTrls7Xd55CZkYK//jkF655eSZrdgTPvoNAHjUkwHhgqao+VUybdGASMEBVQ+vAW2OMKYMGNarx2g1defyK9izdvJfznp3CuJ9+42gQ7DsI2KYhEekN/AQsAvLdwfcD6QCq+qKIjAMuB9a6448Ut+pSwDYNGWNC3ZY9B/nLh4v4dtk2OqfX4IkrO9AsLTGgj1nSpqGA7yOoaFYIjDFVgary0fyNPPDJEg4cPsrdZ7fgppObEhmgfQee7SMwxhhTNBHh0k4N+ebOUzitRRr/+nIZl70wnV+37qv0LFYIjDHGQ7Wrx/HSgC6M6teJdTtzuGDUVJ7/fiVHjuaXPnEFsUJgjDEeExEu7lCfb+46lbNb1+GJr5fTd8w0lm7eWymPb4XAGGOCRGpiLM/378yY/p3ZvPsgF4+eyrOTf+VwgNcOrBAYY0yQOb9dPb6561T6tK3H05NXcPHoaSzeGLiuMK0QGGNMEEpJiGFUv068NKAL2/cdou/z0xg/dXVAHsv6IzDGmCB2bpu6nNQkhX9+uoQmqfEBeQwrBMYYE+RqxMfw1NUdAzZ/2zRkjDFhzgqBMcaEOSsExhgT5qwQGGNMmLNCYIwxYc4KgTHGhDkrBMYYE+asEBhjTJgLuY5pRGQ7/+3RrKxSgR0VGKeiBGsuCN5slqtsLFfZVMVcjVU1ragRIVcIjoeIZJXWFaYXgjUXBG82y1U2lqtswi2XbRoyxpgwZ4XAGGPCXLgVgrFeByhGsOaC4M1mucrGcpVNWOUKq30Exhhj/ijc1giMMcYUYoXAGGPCXEgXAhFpJCLfi8hSEflFRG53h6eIyDci8qv7t6bPNPeJyEoRWS4i5xYxz09EZHGw5BKRGBEZKyIrRGSZiFweRNn6icgiEVkoIl+JSGpl5RKRWm77/SIyutC8uri5VorIKBERr3OJSLyIfO6+h7+IyKPlzVSRuQrNs9KX/VLexwpb9is4l5fL/dkiMtd9/LkicobPvMq/3KtqyN6AekBn934SsAJoDTwO3OsOvxd4zL3fGlgAxAJNgFVApM/8LgPeAhYHSy7gQeBh934EkBoM2XB6t9tWkMed/oFKzJUA9AaGA6MLzWs20AMQ4Eugj9e5gHjgdPd+DPBTMOQKgmW/pPexwpb9CnwfvV7uOwH13fttgY0VsdyX+w0PxhvwMXA2sByo5/NCL3fv3wfc59P+a6CHez8RmOq+Ccf1YajgXOuBhGB7zYBoYDvQ2F3wXgSGVlYun3bXF/qg1gOW+fzfD3jJ61xFzOdZYEgw5PJy2S8lV8CW/eNYvoJiuXeHC7AT50facS33Ib1pyJeIZOBUy1lAHVXdDOD+re02a4CzcBXY4A4DeAh4EsgNllwiUqMgm4jME5H3RKROMGRT1cPACGARsAnnS2R8JeYqTgM34zF5gyCX73xqABcB3wZJLi+X/eKmrVGQraKX/ePJFWTL/eXAz6p6iONc7qtEIRCRROAD4A5V3VtS0yKGqYh0BJqr6ofBlAtnNbQhME1VOwMzgP8LhmwiEo3zgegE1AcW4qw9VFauYmdRxLDjPka6AnIVzCcKmAiMUtXfvM4VBMt+cQKy7FfA6xUUy72ItAEeA4YVDCqimd/LfcgXAveN+QB4U1UnuYO3ikg9d3w9nG164FTJRj6TN8Sp6j2ALiKyBmcVuYWI/BAEuXbi/Eor+JC+B3Q+nlwVmK0jgKquUmdd9F2gZyXmKs4GN2PhvF7nKjAW+FVVnzmeTBWYy+tlvzgVvuxXUK6O4O1yLyINcV6Xgaq6yh18XMt9SBcCd6/4eGCpqj7lM+oTYJB7fxDOdreC4deISKyINAFOAGar6guqWl9VM3B2EK1Q1dOCIJcCnwIFWc4ElpQ3V0VmAzYCrUWk4GqGZwNLKzFXkdzV6H0i0t2d58DSpqmMXO68HgaSgTvKm6eicwXBsl9crgpd9ivwffR0uXc3mX2Os99uWkHj417uK2onhxc3nAVXcVbP5ru384FaONtff3X/pvhM8xecI1+WU8RedSCD4z9yosJy4eyUmuLO61sgPYiyDcf5ECzE+dDWquRca4BsYD/OL6LW7vBMYLGbeTTuGfRe5sL5habu61Uwn5u8zhUky35x72OFLfsVnMuz5R74K5Dj03Y+UPt4l3u7xIQxxoS5kN40ZIwx5vhZITDGmDBnhcAYY8KcFQJjjAlzVgiMMSbMWSEwphQiUkNEbnbv1xeR973OZExFssNHjSmFew2Yz1S1rddZjAmEKK8DGBMCHgWaich8nBN8WqlqWxG5HuiLc1nutjgXbosBBgCHgPNVNVtEmgHPA2k4l00YoqrLKvtJGFMc2zRkTOnuBVapakfgz4XGtQWuBboBjwC5qtoJ5yJpA902Y4FbVbUL8CdgTGWENsZftkZgzPH5XlX34VznZQ/OJQfAuUxxe/eqkj2B93w6jIqt/JjGFM8KgTHH55DP/Xyf//NxPl8RwG53bcKYoGSbhowp3T6cbgTLTJ1ry68WkSvBudqkiHSoyHDGHC8rBMaUQlV3AtPE6dj9iXLMoj8wWEQWAL8Al1RkPmOOlx0+aowxYc7WCIwxJsxZITDGmDBnhcAYY8KcFQJjjAlzVgiMMSbMWSEwxpgwZ4XAGGPC3P8DA2UG/StB1HgAAAAASUVORK5CYII=\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "gdirs = workflow.init_glacier_directories(['RGI60-11.00836'], from_prepro_level=5)\n", "ds = utils.compile_run_output(gdirs, input_filesuffix='_historical')\n", "ds.volume.plot(hue='rgi_id');\n", "plt.title('Volume evolution of Gaissbergferner');" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Bonus 2: how gaissbergferner could have evolved from 2020 to 2100 (one possible model estimate out of many)" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/lilianschuster/oggm/oggm/core/gcm_climate.py:3: FutureWarning: The module `oggm.core.gcm_climate` has moved to oggm.shop.gcm_climate. This compatibility module will be removed in future OGGM versions\n", " warnings.warn('The module `oggm.core.gcm_climate` has moved to '\n", "100% of 109.7 MiB |######################| Elapsed Time: 0:00:13 Time: 0:00:13\n", "100% of 109.7 MiB |######################| Elapsed Time: 0:00:08 Time: 0:00:08\n", "2022-03-21 12:01:46: oggm.workflow: Execute entity tasks [process_cmip_data] on 1 glaciers\n", "100% of 109.7 MiB |######################| Elapsed Time: 0:00:09 Time: 0:00:09\n", "100% of 109.7 MiB |######################| Elapsed Time: 0:00:09 Time: 0:00:09\n", "2022-03-21 12:02:06: oggm.workflow: Execute entity tasks [process_cmip_data] on 1 glaciers\n", "100% of 109.7 MiB |######################| Elapsed Time: 0:00:11 Time: 0:00:11\n", "100% of 109.7 MiB |######################| Elapsed Time: 0:00:09 Time: 0:00:09\n", "2022-03-21 12:02:28: oggm.workflow: Execute entity tasks [process_cmip_data] on 1 glaciers\n", "100% of 109.7 MiB |######################| Elapsed Time: 0:00:14 Time: 0:00:14\n", "100% of 109.7 MiB |######################| Elapsed Time: 0:00:12 Time: 0:00:12\n", "2022-03-21 12:02:56: oggm.workflow: Execute entity tasks [process_cmip_data] on 1 glaciers\n" ] } ], "source": [ "from oggm.core import gcm_climate\n", "bp = 'https://cluster.klima.uni-bremen.de/~oggm/cmip5-ng/pr/pr_mon_CCSM4_{}_r1i1p1_g025.nc'\n", "bt = 'https://cluster.klima.uni-bremen.de/~oggm/cmip5-ng/tas/tas_mon_CCSM4_{}_r1i1p1_g025.nc'\n", "for rcp in ['rcp26', 'rcp45', 'rcp60', 'rcp85']:\n", " # Download the files\n", " ft = utils.file_downloader(bt.format(rcp))\n", " fp = utils.file_downloader(bp.format(rcp))\n", " # bias correct them\n", " workflow.execute_entity_task(gcm_climate.process_cmip_data, gdirs, \n", " filesuffix='_CCSM4_{}'.format(rcp), # recognize the climate file for later\n", " fpath_temp=ft, # temperature projections\n", " fpath_precip=fp, # precip projections\n", " );" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2022-03-21 12:02:57: oggm.workflow: Execute entity tasks [run_from_climate_data] on 1 glaciers\n", "2022-03-21 12:02:58: oggm.workflow: Execute entity tasks [run_from_climate_data] on 1 glaciers\n", "2022-03-21 12:02:58: oggm.workflow: Execute entity tasks [run_from_climate_data] on 1 glaciers\n", "2022-03-21 12:02:58: oggm.workflow: Execute entity tasks [run_from_climate_data] on 1 glaciers\n" ] } ], "source": [ "for rcp in ['rcp26', 'rcp45', 'rcp60', 'rcp85']:\n", " rid = '_CCSM4_{}'.format(rcp)\n", " workflow.execute_entity_task(tasks.run_from_climate_data, gdirs, ys=2020, \n", " climate_filename='gcm_data', # use gcm_data, not climate_historical\n", " climate_input_filesuffix=rid, # use the chosen scenario\n", " init_model_filesuffix='_historical', # this is important! Start from 2020 glacier\n", " output_filesuffix=rid, # recognize the run for later\n", " );" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2022-03-21 12:02:59: oggm.utils: Applying global task compile_run_output on 1 glaciers\n", "2022-03-21 12:02:59: oggm.utils: Applying compile_run_output on 1 gdirs.\n", "2022-03-21 12:02:59: oggm.utils: Applying global task compile_run_output on 1 glaciers\n", "2022-03-21 12:02:59: oggm.utils: Applying compile_run_output on 1 gdirs.\n", "2022-03-21 12:02:59: oggm.utils: Applying global task compile_run_output on 1 glaciers\n", "2022-03-21 12:02:59: oggm.utils: Applying compile_run_output on 1 gdirs.\n", "2022-03-21 12:02:59: oggm.utils: Applying global task compile_run_output on 1 glaciers\n", "2022-03-21 12:02:59: oggm.utils: Applying compile_run_output on 1 gdirs.\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "f, (ax1) = plt.subplots(1, 1, figsize=(20, 10))\n", "for rcp in ['rcp26', 'rcp45', 'rcp60', 'rcp85']:\n", " rid = '_CCSM4_{}'.format(rcp)\n", " ds = utils.compile_run_output(gdirs, input_filesuffix=rid)\n", " ds.isel(rgi_id=0).volume.plot(ax=ax1, label=rcp);\n", " #ds.isel(rgi_id=1).volume.plot(ax=ax2, label=rcp);\n", "plt.legend();" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "- We use different greenhouse gas emission scenarios to simulate how our glacier will evolve in the future:\n", " - in short: the larger the number, the more greenhouse gases will be emitted\n", " - with the rcp85 scenario much more global warming will occur than in the rcp26 scenario, which has dramatic consequences for our Gaissbergferner in our model!\n", " - In which scenario could our glacier survive? " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## What's next?\n", "\n", "- return to the [OGGM documentation](https://docs.oggm.org)\n", "- back to the [table of contents](welcome.ipynb)" ] } ], "metadata": { "hide_code_all_hidden": true, "hide_input": false, "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": "3.9.4" }, "latex_envs": { "LaTeX_envs_menu_present": true, "autoclose": false, "autocomplete": true, "bibliofile": "biblio.bib", "cite_by": "apalike", "current_citInitial": 1, "eqLabelWithNumbers": true, "eqNumInitial": 1, "hotkeys": { "equation": "Ctrl-E", "itemize": "Ctrl-I" }, "labels_anchors": false, "latex_user_defs": false, "report_style_numbering": false, "user_envs_cfg": false }, "nbTranslate": { "displayLangs": [ "*" ], "hotkey": "alt-t", "langInMainMenu": true, "sourceLang": "en", "targetLang": "fr", "useGoogleTranslate": true }, "toc": { "base_numbering": 1, "nav_menu": {}, "number_sections": false, "sideBar": true, "skip_h1_title": true, "title_cell": "Table of Contents", "title_sidebar": "Contents", "toc_cell": false, "toc_position": {}, "toc_section_display": true, "toc_window_display": false } }, "nbformat": 4, "nbformat_minor": 4 }