{ "cells": [ { "cell_type": "markdown", "id": "4f13129d-194b-4cb4-869f-0526d3e61c83", "metadata": {}, "source": [ "# \"Common\" not failing glaciers comparison of different preprocessed gdirs options\n", "\n", "In this notebook, we will compare the volume evolution, total mass change and specific mass balance of different preprocessed level 5 gdirs. For that, we always look at the largest common amount of glaciers (i.e. we compare only those glaciers that work for all preprocessed level 5 gdirs options). If you want to know about the different gdirs options that we compare, go to [this section of the error analysis notebook](https://nbviewer.org/urls/cluster.klima.uni-bremen.de/~lschuster/error_analysis/error_analysis_v1.ipynb?flush_cache=true#Analysis-for-Level-5-pre-processing-directories!).\n", "\n", "If you are only interested in the final plots and a summary for preprocessing level 5 go to (after clicking scroll up to see the plot!):\n", "- using \"historical_run_output_extended\" to estimate: \n", " - [historical volume changes (2000-2020) for qc3 (without match_geod_pergla)](#id-volume-evolution-qc3)\n", " - [comparison of historical volume changes (2000-2020): qc0 vs qc3](#id-volume-evolution-qc3-vs-qc0)\n", " - [comparison of historial volume changes: looking at all glaciers vs only the \"common running\" glaciers](#id-volume-evolution-all-glaciers-vs-common-running-glaciers)\n", "- [regional mass change or specific mass change with qc3](#id-dmdt-dmdtda-qc3)\n", "- [regional mass change or specific mass change: comparison qc0 vs qc3](#id-dmdt-dmdtda-qc3-vs-qc0)\n", "\n", "Starting with OGGM v1.6, a small bug that occurs during the match_geod_pergla calibration (due to the use of hydro_month = 1) was corrected. This results in slightly different estimates. \n", "- [differences in historical volume projections between the new and the old wrong preprocessed gdirs from match_geod_perglac](#New-vs-old-wrong-match_geod_pergla-calibration!)" ] }, { "cell_type": "code", "execution_count": 1, "id": "39db87c7-f75c-4c82-b688-b1d5782bddde", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2022-07-25 08:45:28: oggm.cfg: Reading default parameters from the OGGM `params.cfg` configuration file.\n", "2022-07-25 08:45:28: oggm.cfg: Multiprocessing switched OFF according to the parameter file.\n", "2022-07-25 08:45:28: oggm.cfg: Multiprocessing: using all available processors (N=32)\n", "2022-07-25 08:45:28: oggm.utils: Checking the download verification file checksum...\n" ] } ], "source": [ "from oggm import cfg, workflow, utils, shop\n", "import pandas as pd\n", "import os, glob\n", "import numpy as np\n", "import xarray as xr\n", "import seaborn as sns\n", "import matplotlib.pyplot as plt\n", "sns.set_style(\"whitegrid\")\n", "cfg.initialize()\n", "import seaborn as sns\n", "sns.set_context('talk')\n" ] }, { "cell_type": "code", "execution_count": 2, "id": "d0970be0-7a03-48eb-b63f-f7b0f3172e9d", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/users/lschuster/.local/lib/python3.9/site-packages/IPython/core/interactiveshell.py:3444: DtypeWarning: Columns (1,2,3,4) have mixed types.Specify dtype option on import or set low_memory=False.\n", " exec(code_obj, self.user_global_ns, self.user_ns)\n" ] } ], "source": [ "pd_rel_error_area_L5 = pd.read_csv('rel_error_area_statistics_for_prepro_level5_gdirs.csv', index_col=[0])\n", "pd_working = pd.read_csv('working_rgis_for_prepro_level5_gdirs.csv', index_col='rgiid')" ] }, { "cell_type": "code", "execution_count": 3, "id": "1c0f6673-d083-4e6b-9c8c-697b3fb689b7", "metadata": {}, "outputs": [], "source": [ "all_running_rgis = pd_working['all_running_rgis'].dropna().index.values" ] }, { "cell_type": "code", "execution_count": 4, "id": "30491e6d-302a-4ed1-babe-e7958e574b3a", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2022-07-25 08:45:30: oggm.utils: No known hash for cluster.klima.uni-bremen.de/~oggm/geodetic_ref_mb/hugonnet_2021_ds_rgi60_pergla_rates_10_20_worldwide_filled.hdf\n" ] } ], "source": [ "pd_geodetic = utils.get_geodetic_mb_dataframe()[utils.get_geodetic_mb_dataframe().period=='2000-01-01_2020-01-01']\n", "# we do not look at RGI region 19 because we want to compare it to CRU!!! \n", "pd_geodetic = pd_geodetic[pd_geodetic.reg != 19]" ] }, { "cell_type": "code", "execution_count": 5, "id": "53eaa639-262a-43ac-b5f8-6621851c10f7", "metadata": {}, "outputs": [], "source": [ "pd_geodetic_running = pd_geodetic.loc[all_running_rgis]" ] }, { "cell_type": "markdown", "id": "0af59d35-422c-4428-9164-8c01ccec8f1f", "metadata": { "tags": [] }, "source": [ "## 1. Comparison by looking at the volume evolution via \"historical_run_output_extended\"" ] }, { "cell_type": "code", "execution_count": 6, "id": "866fc27d-db30-4cdc-805b-5c4e0619669f", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "missing combination options:\n", "elev_bands_pcp2.5_CRU_match_geod_pergla_qc3_b160_rgi_all_without_19\n", "elev_bands_pcp1.6_ERA5_match_geod_pergla_qc3_b160_rgi_all_without_19\n", "elev_bands_pcp2.5_CRU_match_geod_pergla_massredis_qc3_b160_rgi_all_without_19\n", "elev_bands_pcp1.6_ERA5_match_geod_pergla_massredis_qc3_b160_rgi_all_without_19\n", "centerlines_pcp2.5_CRU_match_geod_qc3_b160_rgi_all_without_19\n", "centerlines_pcp1.6_ERA5_match_geod_qc3_b160_rgi_all_without_19\n", "centerlines_pcp2.5_CRU_match_geod_pergla_qc3_b160_rgi_all_without_19\n", "centerlines_pcp1.6_ERA5_match_geod_pergla_qc3_b160_rgi_all_without_19\n", "centerlines_pcp2.5_CRU_match_geod_pergla_massredis_qc3_b160_rgi_all_without_19\n", "centerlines_pcp1.6_ERA5_match_geod_pergla_massredis_qc3_b160_rgi_all_without_19\n", "elev_bands_pcp1.6_ERA5_no_match_qc0_b80_rgi_all_without_19\n", "elev_bands_pcp1.6_ERA5_match_geod_qc0_b80_rgi_all_without_19\n", "centerlines_pcp2.5_CRU_no_match_qc0_b80_rgi_all_without_19\n", "centerlines_pcp1.6_ERA5_no_match_qc0_b80_rgi_all_without_19\n", "centerlines_pcp2.5_CRU_match_geod_qc0_b80_rgi_all_without_19\n", "centerlines_pcp1.6_ERA5_match_geod_qc0_b80_rgi_all_without_19\n", "centerlines_pcp2.5_CRU_match_geod_pergla_qc0_b80_rgi_all_without_19\n", "centerlines_pcp1.6_ERA5_match_geod_pergla_qc0_b80_rgi_all_without_19\n", "centerlines_pcp2.5_CRU_match_geod_pergla_massredis_qc0_b80_rgi_all_without_19\n", "centerlines_pcp1.6_ERA5_match_geod_pergla_massredis_qc0_b80_rgi_all_without_19\n" ] } ], "source": [ "rgi_reg = 'all_without_19'\n", "pcps = ['pcp2.5', 'pcp1.6']\n", "clims = ['CRU', 'ERA5']\n", "dvol = {}\n", "dvol_all = {}\n", "print('missing combination options:')\n", "for qc in ['qc3', 'qc0']:\n", " for exp in ['elev_bands', 'centerlines']:\n", " for match in ['no_match', 'match_geod', 'match_geod_pergla', 'match_geod_pergla_massredis']: # \n", " for pcp, clim in zip(pcps, clims):\n", " if qc == 'qc0':\n", " border = 80\n", " else:\n", " border = 160\n", " dict_key = f'{exp}_{pcp}_{clim}_{match}_{qc}_b{border}_rgi_{rgi_reg}'\n", " try:\n", " # todo remove this, when all preprocessed gdirs are inside of main oggm \n", " if 'match_geod_pergla' in match:\n", " path = '/home/www/oggm/gdirs/oggm_v1.6/'\n", " else:\n", " path = '/home/www/oggm/gdirs/oggm_v1.4/'\n", " \n", " fd = f'{path}/L3-L5_files/{clim}/{exp}/{qc}/{pcp}/{match}/RGI62/b_{border:03d}/L5/summary/'\n", " fs = glob.glob(fd+'historical_run_output_extended*.nc')\n", "\n", " if rgi_reg == 'all_without_19':\n", " for f in fs:\n", " if 'output_extended_19' in f:\n", " fs.remove(f)\n", " assert len(fs) == 18\n", " elif rgi_reg == 'all':\n", " assert len(fs) == 19\n", " else:\n", " for f in fs:\n", " if f'output_extended_{rgi_reg}' in f:\n", " fs = [f]\n", " break\n", " assert len(fs) == 1\n", "\n", " df = []\n", " for f in fs:\n", " ds = xr.open_dataset(f)\n", " df.append(ds)\n", " df = xr.concat(df, dim='rgi_id', fill_value=np.NaN)\n", " dvol[dict_key] = df.sel(rgi_id=all_running_rgis).volume.sum(dim='rgi_id')\n", " # do not remove those glaciers that do not work (just for comparison!!!)\n", " dvol_all[dict_key] = df.volume.sum(dim='rgi_id') \n", " except:\n", " print(dict_key)\n", "\n" ] }, { "cell_type": "code", "execution_count": 7, "id": "12dbcfe7-7297-4948-8312-c4e339c3d117", "metadata": {}, "outputs": [], "source": [ "colors = {'no_match':'black', 'match_geod':'blue', 'match_geod_pergla': 'red', 'match_geod_pergla_massredis': 'green'}" ] }, { "cell_type": "markdown", "id": "ace0709c-394a-46d3-85f6-83814447ab75", "metadata": {}, "source": [ "### 1.1 start by only looking at qc3 to compare elev_bands vs centerlines" ] }, { "cell_type": "code", "execution_count": 8, "id": "4b11918f-f351-45ce-9fa8-a361a0dad0fa", "metadata": { "tags": [] }, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "border = 160\n", "qc = 'qc3'\n", "plt.rc('font', size=18)\n", "plt.figure(figsize=(26,14))\n", "for exp in ['centerlines', 'elev_bands']:\n", " for match in ['no_match', 'match_geod']: #, 'match_geod_pergla', 'match_geod_pergla_massredis']: # \n", " for pcp, clim in zip(pcps, clims):\n", " if exp =='centerlines':\n", " alpha=0.5\n", " else:\n", " alpha = 1\n", " if clim == 'CRU':\n", " ls = '--'\n", " else:\n", " ls = '-'\n", " try:\n", " dict_key = f'{exp}_{pcp}_{clim}_{match}_{qc}_b{border}_rgi_{rgi_reg}'\n", " label = f'{exp}_{pcp}_{clim}_{match}'\n", " plt.plot(dvol[dict_key].time[dvol[dict_key].time>=1900], dvol[dict_key][dvol[dict_key].time>=1900].values/1e9,\n", " label=label,alpha=alpha,\n", " ls=ls, color=colors[match])\n", " except:\n", " pass\n", "plt.legend(title = f'{qc}_b{border}_rgi_{rgi_reg}')\n", "ax = plt.gca()\n", "plt.ylabel('Global volume (in km3)\\n(without failing glaciers and without RGI 19)', fontsize=20)\n", "plt.xlabel('(hydro) year', fontsize=20);" ] }, { "cell_type": "code", "execution_count": 9, "id": "92ee74af-bf58-4a35-ac8e-7601d026c76a", "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "border = 160\n", "qc = 'qc3'\n", "plt.rc('font', size=18)\n", "plt.figure(figsize=(26,14))\n", "for exp in ['centerlines', 'elev_bands']:\n", " for match in ['no_match', 'match_geod']: #, 'match_geod_pergla', 'match_geod_pergla_massredis']: # \n", " for pcp, clim in zip(pcps, clims):\n", " if exp =='centerlines':\n", " alpha=0.5\n", " else:\n", " alpha = 1\n", " if clim == 'CRU':\n", " ls = '--'\n", " else:\n", " ls = '-'\n", " try:\n", " dict_key = f'{exp}_{pcp}_{clim}_{match}_{qc}_b{border}_rgi_{rgi_reg}'\n", " label = f'{exp}_{pcp}_{clim}_{match}'\n", " plt.plot(dvol[dict_key].time[dvol[dict_key].time>=2000], dvol[dict_key][dvol[dict_key].time>=2000].values/1e9,\n", " label=label, alpha=alpha,\n", " ls=ls, color=colors[match])\n", " except:\n", " pass\n", "plt.legend(title = f'{qc}_b{border}_rgi_{rgi_reg}')\n", "ax = plt.gca()\n", "plt.xlim([1999.5,2020.5])\n", "plt.xticks(np.arange(2000,2021,2));\n", "plt.ylabel('Global volume (in km3)\\n(without failing glaciers and without RGI 19)', fontsize=20)\n", "plt.xlabel('(hydro) year', fontsize=20);\n", "plt.savefig(f'volume_change_2000_2020_for_prepro_level_gdirs_{qc}_b{border}.png', bbox_inches='tight', \n", " pad_inches=0)\n", "plt.savefig(f'volume_change_2000_2020_for_prepro_level_gdirs_{qc}_b{border}.pdf', bbox_inches='tight', \n", " pad_inches=0.2)" ] }, { "cell_type": "markdown", "id": "d1120ff1-54ff-4afe-a153-38d5d15fe5a0", "metadata": {}, "source": [ "" ] }, { "cell_type": "markdown", "id": "1b91312f-65dc-47c3-a493-50ff3a12c0f6", "metadata": {}, "source": [ "- using centerlines instead of elev_bands results in a slightly larger volume over the 20-year time period!" ] }, { "cell_type": "markdown", "id": "2f0df58f-4ab8-4f67-89cd-d170e9fa0393", "metadata": {}, "source": [ "### 1.2 now compare qc0 to qc3 and look at all match options for elev_bands only!" ] }, { "cell_type": "code", "execution_count": 10, "id": "85e7eee2-aa89-44c9-8d61-3d0c4548ef41", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "missing: elev_bands_pcp1.6_ERA5_no_match_qc0_b80_rgi_all_without_19\n", "missing: elev_bands_pcp1.6_ERA5_match_geod_qc0_b80_rgi_all_without_19\n" ] }, { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.rc('font', size=18)\n", "plt.figure(figsize=(26,14))\n", "alpha = 1\n", "for match in ['no_match', 'match_geod', 'match_geod_pergla', 'match_geod_pergla_massredis']: # \n", " for pcp, clim in zip(pcps, clims):\n", " for qc in ['qc0', 'qc3']:\n", " if qc == 'qc0':\n", " border = 80\n", " alpha_min = 0\n", "\n", " else:\n", " border = 160\n", " alpha_min = 0.5\n", "\n", " if clim == 'CRU':\n", " ls = '--'\n", " else:\n", " ls = '-'\n", " if qc=='qc3' and 'match_geod_pergla' in match: # we don't want to look at qc3 and match_geod_pergla \n", " pass\n", " else:\n", " try:\n", " dict_key = f'{exp}_{pcp}_{clim}_{match}_{qc}_b{border}_rgi_{rgi_reg}'\n", " label = f'{exp}_{pcp}_{clim}_{match}_{qc}_b{border}'\n", " plt.plot(dvol[dict_key].time[dvol[dict_key].time>=2000], dvol[dict_key][dvol[dict_key].time>=2000].values/1e9,\n", " label=label,alpha=alpha-alpha_min,\n", " ls=ls, color=colors[match])\n", " except:\n", " print('missing: {}'.format(dict_key))\n", "plt.legend(title = 'qc0 (no external climate quality check and correction) vs qc3')\n", "ax = plt.gca()\n", "plt.xlim([1999.5,2020.5])\n", "plt.xticks(np.arange(2000,2021,2));\n", "plt.ylabel('Global volume (in km3)\\n(without failing glaciers and without RGI 19)', fontsize=20)\n", "plt.xlabel('(hydro) year', fontsize=20);\n", "plt.savefig(f'volume_change_2000_2020_for_prepro_level_gdirs_qc0_qc3.png', bbox_inches='tight', \n", " pad_inches=0)\n", "plt.savefig(f'volume_change_2000_2020_for_prepro_level_gdirs_qc0_qc3.pdf', bbox_inches='tight', \n", " pad_inches=0.2)" ] }, { "cell_type": "markdown", "id": "e323cba9-26d3-4360-899f-cd0ad3357eaf", "metadata": {}, "source": [ "" ] }, { "cell_type": "markdown", "id": "cf78eb93-2ea1-487f-b12d-6bf9161b4226", "metadata": {}, "source": [ "**when looking at all glaciers that work for all level 5 preprocessed gdirs with elev_bands:**\n", "- in 2020:\n", " - no_match results in smallest world-wide volume, match_geod in largest and match_geod_pergla has a slightly smaller volume than match_geod\n", " - the largest differences in the volume between CRU and ERA5 occur between 2007 and 2017 for all preprocessed gdirs (for some they diverge earlier for others they come together later ...)\n", "- in 2000:\n", " - no_match has the largest volume, followed by match_geod and match_geod_pergla has the smallest volume \n", " \n", "- match_geod_pergla_massredis is equal to match_geod_pergla in 2000, but over time, using a mass redistribution curve instead of the SIA results in very slightly higher volume estimates\n", "\n", "- strongest difference between qc0 and qc3: (only looking at CRU & elev_bands here)\n", " - in the absolute volume 2020: for match_geod (although in terms of volume change they are almost identical, see [dmdt plot below](#id-dmdt-dmdtda-qc3-vs-qc0))\n", " - in the relative volume change: for no_match (qc0 has a much more negative volume change than qc3, see [dmdt plot below](#id-dmdt-dmdtda-qc3-vs-qc0)!)\n", "\n", "If you are interested in how these method match options produce different volume projections in the future, you can check out [this notebook (only for CRU comparing in total 3 options)](https://nbviewer.org/urls/cluster.klima.uni-bremen.de/~lschuster/error_analysis/vas_error_analysis.ipynb?flush_cache=true#id-volume-proj-single-gcm)!" ] }, { "cell_type": "code", "execution_count": null, "id": "3c43f90f-2af4-4974-860a-1ad276093040", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "markdown", "id": "7cb590d0-3e44-462c-9668-5d00bb095e4b", "metadata": { "tags": [] }, "source": [ "### 1.3 compare volume changes of common running glaciers to all running glaciers: \n", "- a) using only common running glaciers that work for all preprocessed gdirs (as before) \n", "to \n", "- b) using all glaciers that work for each preprocessed gdirs. This means there are different amount of glaciers per option!" ] }, { "cell_type": "code", "execution_count": 11, "id": "563f43fa-ab2c-4bd2-97eb-94dae7f72995", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "centerlines_pcp2.5_CRU_no_match_qc0_b80_rgi_all_without_19\n", "centerlines_pcp1.6_ERA5_no_match_qc0_b80_rgi_all_without_19\n", "centerlines_pcp2.5_CRU_match_geod_qc0_b80_rgi_all_without_19\n", "centerlines_pcp1.6_ERA5_match_geod_qc0_b80_rgi_all_without_19\n", "centerlines_pcp2.5_CRU_match_geod_pergla_qc0_b80_rgi_all_without_19\n", "centerlines_pcp1.6_ERA5_match_geod_pergla_qc0_b80_rgi_all_without_19\n", "centerlines_pcp2.5_CRU_match_geod_pergla_massredis_qc0_b80_rgi_all_without_19\n", "centerlines_pcp1.6_ERA5_match_geod_pergla_massredis_qc0_b80_rgi_all_without_19\n", "elev_bands_pcp1.6_ERA5_no_match_qc0_b80_rgi_all_without_19\n", "elev_bands_pcp1.6_ERA5_match_geod_qc0_b80_rgi_all_without_19\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "border = 80 #160\n", "qc = 'qc0'\n", "plt.rc('font', size=18)\n", "plt.figure(figsize=(26,14))\n", "for exp in ['centerlines', 'elev_bands']:\n", " for match in ['no_match', 'match_geod', 'match_geod_pergla', 'match_geod_pergla_massredis']: # \n", " for pcp, clim in zip(pcps, clims):\n", " if exp =='centerlines':\n", " alpha=0.5\n", " else:\n", " alpha = 1\n", " if clim == 'CRU':\n", " ls = '--'\n", " else:\n", " ls = '-'\n", " try:\n", " dict_key = f'{exp}_{pcp}_{clim}_{match}_{qc}_b{border}_rgi_{rgi_reg}'\n", " label = f'{exp}_{pcp}_{clim}_{match}_all'\n", " plt.plot(dvol_all[dict_key].time[dvol_all[dict_key].time>=2000], dvol_all[dict_key][dvol_all[dict_key].time>=2000].values/1e9,\n", " label=label,alpha=alpha,\n", " ls = ls, color = colors[match], linewidth=4)\n", " label = f'{exp}_{pcp}_{clim}_{match}_only_common_running_glaciers'\n", " plt.plot(dvol[dict_key].time[dvol[dict_key].time>=2000], dvol[dict_key][dvol[dict_key].time>=2000].values/1e9,\n", " label=label,alpha=alpha,\n", " ls = ls, color = colors[match], linewidth=1)\n", " except:\n", " print(dict_key)\n", "plt.legend( title = f'{qc}_b{border}_rgi_{rgi_reg}', fontsize=16)\n", "ax = plt.gca()\n", "plt.xlim([1999.5,2020.5])\n", "plt.xticks(np.arange(2000,2021,2));\n", "plt.ylabel('Global volume (in km3)\\n(without failing glaciers and without RGI 19)', fontsize=20)\n", "plt.xlabel('(hydro) year', fontsize=20);" ] }, { "cell_type": "markdown", "id": "66facee4-b281-4c87-9633-098cf32a58b2", "metadata": {}, "source": [ "" ] }, { "cell_type": "markdown", "id": "165bf5c3-9a13-4b1f-b175-18693a8da3e0", "metadata": {}, "source": [ "- as there are more glaciers that run without errors with ERA5 than with CRU, we have in total a larger volume for ERA5 compared to CRU\n", " - only when using match_geod_pergla, the difference between ERA5 and CRU are small. This is because the error amount difference between CRU and ERA5 for this match option is very small!\n", " - see more in [this discussion and plot of the error analysis notebook](https://nbviewer.org/urls/cluster.klima.uni-bremen.de/~lschuster/error_analysis/error_analysis_v1.ipynb?flush_cache=true#id-total-error-area-summary)" ] }, { "cell_type": "code", "execution_count": null, "id": "e0883b42-6ab7-44b0-823e-6f1379b19e01", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "markdown", "id": "b7bfe7c5-9244-4642-bb20-525e0fc7d8ea", "metadata": {}, "source": [ "### 1.4 Compare climate datasets (CRU, ERA5, W5E5 with constant & variable prcp. fac)" ] }, { "cell_type": "code", "execution_count": 12, "id": "e9ae8a54-568e-4e2f-8993-21450f65dfd7", "metadata": {}, "outputs": [], "source": [ "# first get W5E5 volume changes (only available for qc0, elev_band, match_geod_pergla, border=160)\n", "pcps_w5e5 = ['2.6', 'via_winterprcp']\n", "clims_w5e5 = ['GSWP3_W5E5', 'GSWP3_W5E5']\n", "for qc in ['qc0']:\n", " for exp in ['elev_bands']:\n", " for match in ['match_geod_pergla']: # \n", " for pcp, clim in zip(pcps_w5e5, clims_w5e5):\n", " #if qc == 'qc0':\n", " # border = 80\n", " #else:\n", " border = 160\n", " dict_key = f'{exp}_{pcp}_{clim}_{match}_{qc}_b{border}_rgi_{rgi_reg}'\n", " #try:\n", " path = '/home/www/fmaussion/runs/new_gdirs/oggm_v1.6'\n", " #fd = f'{path}/L3-L5_files/{clim}/{exp}/{qc}/{pcp}/{match}/RGI62/b_{border:03d}/L5/summary/'\n", " if pcp == '2.6':\n", " matchi = match + '_2.6'\n", " else:\n", " matchi = match + '_winterprcp'\n", " fd = f'{path}/L3-L5_files/{clim}/{exp}/{qc}/{matchi}/RGI62/b_{border:03d}/L5/summary/'\n", "\n", " fs = glob.glob(fd+'historical_run_output_extended*.nc')\n", "\n", " if rgi_reg == 'all_without_19':\n", " for f in fs:\n", " if 'output_extended_19' in f:\n", " fs.remove(f)\n", " assert len(fs) == 18\n", " elif rgi_reg == 'all':\n", " assert len(fs) == 19\n", " else:\n", " for f in fs:\n", " if f'output_extended_{rgi_reg}' in f:\n", " fs = [f]\n", " break\n", " assert len(fs) == 1\n", "\n", " df = []\n", " for f in fs:\n", " ds = xr.open_dataset(f)\n", " df.append(ds)\n", " df = xr.concat(df, dim='rgi_id', fill_value=np.NaN)\n", " dvol[dict_key] = df.sel(rgi_id=all_running_rgis).volume.sum(dim='rgi_id')\n", " # do not remove those glaciers that do not work (just for comparison!!!)\n", " dvol_all[dict_key] = df.volume.sum(dim='rgi_id') \n", " #except:\n", " #print(dict_key)" ] }, { "cell_type": "code", "execution_count": 13, "id": "87262e49-d665-4f23-9781-e877740ded0c", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "clims_all = ['CRU', 'ERA5', 'GSWP3_W5E5', 'GSWP3_W5E5']\n", "pcps_all = ['pcp2.5', 'pcp1.6','2.6', 'via_winterprcp']\n", "\n", "plt.rc('font', size=18)\n", "plt.figure(figsize=(26,14))\n", "alpha = 1\n", "for clim, pcp in zip(clims_all, pcps_all):\n", " for qc in ['qc0']: # , 'qc3']:\n", " for match in ['match_geod_pergla']: #, 'match_geod_pergla_massredis']: # \n", " if 'W5E5' in clim:\n", " border = 160\n", " color = 'blue'\n", " else:\n", " border= 80\n", " #alpha_min = 0.7\n", " if clim == 'CRU':\n", " color = 'red'\n", " elif clim == 'ERA5':\n", " color = 'green'\n", " if 'winterprcp' in pcp:\n", " ls = '--'\n", " else:\n", " ls = '-'\n", " try:\n", " dict_key = f'{exp}_{pcp}_{clim}_{match}_{qc}_b{border}_rgi_{rgi_reg}'\n", " label = f'{exp}_{pcp}_{clim}_{match}_{qc}_b{border}'\n", " plt.plot(dvol[dict_key].time[dvol[dict_key].time>=2000], dvol[dict_key][dvol[dict_key].time>=2000].values/1e9,\n", " label=label,alpha=alpha, #-alpha_min,\n", " ls=ls, color=color)\n", " except:\n", " print('missing: {}'.format(dict_key))\n", "plt.legend(title = 'Climate dataset & prcp. fac choice comparison')\n", "ax = plt.gca()\n", "plt.xlim([1999.5,2020.5])\n", "plt.xticks(np.arange(2000,2021,2));\n", "plt.ylabel('Global volume (in km3)\\n(without failing glaciers and without RGI 19)', fontsize=20)\n", "plt.xlabel('(hydro) year', fontsize=20);\n", "\n", "plt.savefig(f'volume_change_2000_2020_for_prepro_level_gdirs_climate_pcp_comparison.png', bbox_inches='tight', \n", " pad_inches=0)\n", "plt.savefig(f'volume_change_2000_2020_for_prepro_level_gdirs_climate_pcp_comparison.pdf', bbox_inches='tight', \n", " pad_inches=0.2)" ] }, { "cell_type": "markdown", "id": "9afc643d-a0ac-4dde-b3d8-d2ab8ca60917", "metadata": { "tags": [] }, "source": [ "## 2. Regional total mass change and specific mass balance using \"fixed_geometry_mass_balance\" and average \"historical_run_output_extended\"" ] }, { "cell_type": "code", "execution_count": 60, "id": "2c7bf506-1ec1-4585-af4f-126b96e9cdd0", "metadata": {}, "outputs": [], "source": [ "period = '2000-01-01_2020-01-01'\n", "\n", "#dfz = pd.read_csv(utils.get_demo_file('zemp_ref_2006_2016.csv'), index_col=0)\n", "#dfh['dmdt_zemp'] = dfz.SMB.values * 1000\n", "#dfh['dmdt_zemp_err'] = dfz.SMB_err.values * 1000\n", "dfh = pd.read_csv(utils.get_demo_file('table_hugonnet_regions_10yr_20yr_ar6period.csv'), index_col=0)\n", "dfh = dfh.loc[dfh.period == period]\n", "\n", "\n", "dfh.index = ['{:02d}'.format(int(rgi_reg)) for rgi_reg in dfh.index]\n", "dfh = dfh.drop('19')" ] }, { "cell_type": "code", "execution_count": 61, "id": "879ae7c0-25bb-4d84-b945-654165205056", "metadata": {}, "outputs": [], "source": [ "run = False\n", "pcps = ['pcp2.5', 'pcp1.6']\n", "clims = ['CRU', 'ERA5']\n", "if run:\n", " for qc in ['qc0', 'qc3']:\n", " for exp in ['elev_bands', 'centerlines']:\n", " for match in ['no_match', 'match_geod', 'match_geod_pergla', 'match_geod_pergla_massredis']: \n", " for pcp, clim in zip(pcps, clims):\n", " if qc == 'qc0':\n", " border = 80\n", " else:\n", " border = 160\n", " dict_key_short = f'{exp}_{pcp}_{clim}_{match}_{qc}_b{border}'\n", "\n", " # todo remove this, when all preprocessed gdirs are inside of main oggm \n", " if 'match_geod_pergla' in match and qc == 'qc0':\n", " path = '/home/www/oggm/gdirs/oggm_v1.6/'\n", " elif 'match_geod_pergla' in match and qc == 'qc3':\n", " break\n", " elif 'match_geod_pergla' in match and exp == 'centerlines':\n", " break\n", " else:\n", " path = '/home/www/oggm/gdirs/oggm_v1.4/'\n", "\n", " fd = f'{path}/L3-L5_files/{clim}/{exp}/{qc}/{pcp}/{match}/RGI62/b_{border:03d}/L5/summary/'\n", "\n", " for rgi_reg in np.arange(1, 19):\n", " # for comparison, we do not want to look at Antarctica (RGI region19)\n", " dict_key = f'{exp}_{pcp}_{clim}_{match}_{qc}_b{border}_rgi_{rgi_reg}'\n", " rgi_reg_int = rgi_reg.copy()\n", " all_running_rgis_reg = pd_working.loc[pd_working.rgi_reg==rgi_reg_int]['all_running_rgis'].dropna().index\n", " rgi_reg = '{:02d}'.format(rgi_reg)\n", "\n", " try:\n", " df = pd.read_csv(fd + f'fixed_geometry_mass_balance_{rgi_reg}.csv'.format(rgi_reg), index_col=0, low_memory=False)\n", " dfs = pd.read_csv(fd + f'glacier_statistics_{rgi_reg}.csv'.format(rgi_reg), index_col=0, low_memory=False)\n", " except FileNotFoundError:\n", " #print('Not here:',rgi_reg)\n", " continue\n", "\n", " df = df.dropna(axis=0, how='all')\n", " # just choose those glaciers that work for all prepro gdirs types!\n", " df = df[all_running_rgis_reg]\n", " # check if there are no np.NaNs (otherwise sth. is wrong with all_running_rgis_reg)\n", " assert ~np.any(df.isna())\n", " #df = df.dropna(axis=1, how='all')\n", " # odf = pd.DataFrame(df.loc[2006:2016].mean(), columns=['SMB'])\n", " # odf['AREA'] = dfs.rgi_area_km2\n", "\n", " # dfh.loc[rgi_reg, 'AREA_OGGM'] = odf['AREA'].sum()\n", " # dfh.loc[rgi_reg, 'SMB_OGGM'] = np.average(odf['SMB'], weights=odf['AREA']) / 1000\n", "\n", " odf = pd.DataFrame(df.loc[2000:].mean(), columns=['SMB'])\n", " odf['AREA'] = dfs.rgi_area_km2\n", " dfh.loc[rgi_reg, f'dmdtda_OGGM_{dict_key_short}'] = np.average(odf['SMB'], weights=odf['AREA'])\n", "\n", "\n", " #odir_5 = odir.replace('L3/', 'L5/')\n", "\n", " with xr.open_dataset(fd + f'historical_run_output_extended_{rgi_reg}.nc') as ds:\n", " ds = ds[['volume', 'area']].sum(dim='rgi_id')\n", " vol_ts = ds.volume.to_series()\n", " area_ts = ds.area.to_series()\n", " # dmdt is in kg per year *10e-12\n", " dfh.loc[rgi_reg, f'dmdt_OGGM_{dict_key_short}'] = (vol_ts.loc[2019] - vol_ts.loc[2000]) * cfg.PARAMS['ice_density'] * 1e-12 / 20\n", " dfh.loc[rgi_reg, f'dmdtda_dyna_OGGM_{dict_key_short}'] = (vol_ts.loc[2019] - vol_ts.loc[2000]) / area_ts.loc[2000] * cfg.PARAMS['ice_density'] / 20 \n", " \n", " # also get W5E5 volume changes (only available for qc0, elev_band, match_geod_pergla, border=160) \n", " pcps_w5e5 = ['2.6', 'via_winterprcp']\n", " clims_w5e5 = ['GSWP3_W5E5', 'GSWP3_W5E5']\n", " for qc in ['qc0']:\n", " for exp in ['elev_bands']:\n", " for match in ['match_geod_pergla']: # \n", " for pcp, clim in zip(pcps_w5e5, clims_w5e5):\n", " #if qc == 'qc0':\n", " # border = 80\n", " #else:\n", " border = 160\n", " dict_key = f'{exp}_{pcp}_{clim}_{match}_{qc}_b{border}_rgi_{rgi_reg}'\n", " dict_key_short = f'{exp}_{pcp}_{clim}_{match}_{qc}_b{border}'\n", " #try:\n", " path = '/home/www/fmaussion/runs/new_gdirs/oggm_v1.6'\n", " #fd = f'{path}/L3-L5_files/{clim}/{exp}/{qc}/{pcp}/{match}/RGI62/b_{border:03d}/L5/summary/'\n", " if pcp == '2.6':\n", " matchi = match + '_2.6'\n", " else:\n", " matchi = match + '_winterprcp'\n", " fd = f'{path}/L3-L5_files/{clim}/{exp}/{qc}/{matchi}/RGI62/b_{border:03d}/L5/summary/'\n", "\n", " for rgi_reg in np.arange(1, 19):\n", " # for comparison, we do not want to look at Antarctica (RGI region19)\n", " dict_key = f'{exp}_{pcp}_{clim}_{match}_{qc}_b{border}_rgi_{rgi_reg}'\n", " rgi_reg_int = rgi_reg.copy()\n", " all_running_rgis_reg = pd_working.loc[pd_working.rgi_reg==rgi_reg_int]['all_running_rgis'].dropna().index\n", " rgi_reg = '{:02d}'.format(rgi_reg)\n", "\n", " try:\n", " df = pd.read_csv(fd + f'fixed_geometry_mass_balance_{rgi_reg}.csv'.format(rgi_reg), index_col=0, low_memory=False)\n", " dfs = pd.read_csv(fd + f'glacier_statistics_{rgi_reg}.csv'.format(rgi_reg), index_col=0, low_memory=False)\n", " except FileNotFoundError:\n", " #print('Not here:',rgi_reg)\n", " continue\n", "\n", " df = df.dropna(axis=0, how='all')\n", " # just choose those glaciers that work for all prepro gdirs types!\n", " df = df[all_running_rgis_reg]\n", " # check if there are no np.NaNs (otherwise sth. is wrong with all_running_rgis_reg)\n", " assert ~np.any(df.isna())\n", " #df = df.dropna(axis=1, how='all')\n", " # odf = pd.DataFrame(df.loc[2006:2016].mean(), columns=['SMB'])\n", " # odf['AREA'] = dfs.rgi_area_km2\n", "\n", " # dfh.loc[rgi_reg, 'AREA_OGGM'] = odf['AREA'].sum()\n", " # dfh.loc[rgi_reg, 'SMB_OGGM'] = np.average(odf['SMB'], weights=odf['AREA']) / 1000\n", "\n", " odf = pd.DataFrame(df.loc[2000:].mean(), columns=['SMB'])\n", " odf['AREA'] = dfs.rgi_area_km2\n", " dfh.loc[rgi_reg, f'dmdtda_OGGM_{dict_key_short}'] = np.average(odf['SMB'], weights=odf['AREA'])\n", "\n", "\n", " #odir_5 = odir.replace('L3/', 'L5/')\n", "\n", " with xr.open_dataset(fd + f'historical_run_output_extended_{rgi_reg}.nc') as ds:\n", " ds = ds[['volume', 'area']].sum(dim='rgi_id')\n", " vol_ts = ds.volume.to_series()\n", " area_ts = ds.area.to_series()\n", " # dmdt is in kg per year *10e-12\n", " dfh.loc[rgi_reg, f'dmdt_OGGM_{dict_key_short}'] = (vol_ts.loc[2019] - vol_ts.loc[2000]) * cfg.PARAMS['ice_density'] * 1e-12 / 20\n", " dfh.loc[rgi_reg, f'dmdtda_dyna_OGGM_{dict_key_short}'] = (vol_ts.loc[2019] - vol_ts.loc[2000]) / area_ts.loc[2000] * cfg.PARAMS['ice_density'] / 20 \n", "\n", " dfh.to_csv(f'dmdtda_dmdt_for_prepro_level_5_gdirs_new.csv')\n", "else:\n", " # new with (partly) preprocessed gdirs\n", " dfh = pd.read_csv(f'dmdtda_dmdt_for_prepro_level_5_gdirs_new.csv', index_col=[0])\n", " # old with wrong preprocessed gdirs: dfh = pd.read_csv(f'dmdtda_dmdt_for_prepro_level_5_gdirs.csv', index_col=[0])\n", " dfh.index = ['{:02d}'.format(int(rgi_reg)) for rgi_reg in dfh.index]\n" ] }, { "cell_type": "code", "execution_count": 62, "id": "b79158ae-d44a-47f8-b356-672834312410", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Index(['period', 'dmdt', 'err_dmdt', 'dmdtda', 'err_dmdtda',\n", " 'dmdtda_OGGM_elev_bands_pcp2.5_CRU_no_match_qc0_b80',\n", " 'dmdt_OGGM_elev_bands_pcp2.5_CRU_no_match_qc0_b80',\n", " 'dmdtda_dyna_OGGM_elev_bands_pcp2.5_CRU_no_match_qc0_b80',\n", " 'dmdtda_OGGM_elev_bands_pcp2.5_CRU_match_geod_qc0_b80',\n", " 'dmdt_OGGM_elev_bands_pcp2.5_CRU_match_geod_qc0_b80',\n", " 'dmdtda_dyna_OGGM_elev_bands_pcp2.5_CRU_match_geod_qc0_b80',\n", " 'dmdtda_OGGM_elev_bands_pcp2.5_CRU_match_geod_pergla_qc0_b80',\n", " 'dmdt_OGGM_elev_bands_pcp2.5_CRU_match_geod_pergla_qc0_b80',\n", " 'dmdtda_dyna_OGGM_elev_bands_pcp2.5_CRU_match_geod_pergla_qc0_b80',\n", " 'dmdtda_OGGM_elev_bands_pcp1.6_ERA5_match_geod_pergla_qc0_b80',\n", " 'dmdt_OGGM_elev_bands_pcp1.6_ERA5_match_geod_pergla_qc0_b80',\n", " 'dmdtda_dyna_OGGM_elev_bands_pcp1.6_ERA5_match_geod_pergla_qc0_b80',\n", " 'dmdtda_OGGM_elev_bands_pcp2.5_CRU_match_geod_pergla_massredis_qc0_b80',\n", " 'dmdt_OGGM_elev_bands_pcp2.5_CRU_match_geod_pergla_massredis_qc0_b80',\n", " 'dmdtda_dyna_OGGM_elev_bands_pcp2.5_CRU_match_geod_pergla_massredis_qc0_b80',\n", " 'dmdtda_OGGM_elev_bands_pcp1.6_ERA5_match_geod_pergla_massredis_qc0_b80',\n", " 'dmdt_OGGM_elev_bands_pcp1.6_ERA5_match_geod_pergla_massredis_qc0_b80',\n", " 'dmdtda_dyna_OGGM_elev_bands_pcp1.6_ERA5_match_geod_pergla_massredis_qc0_b80',\n", " 'dmdtda_OGGM_elev_bands_pcp2.5_CRU_no_match_qc3_b160',\n", " 'dmdt_OGGM_elev_bands_pcp2.5_CRU_no_match_qc3_b160',\n", " 'dmdtda_dyna_OGGM_elev_bands_pcp2.5_CRU_no_match_qc3_b160',\n", " 'dmdtda_OGGM_elev_bands_pcp1.6_ERA5_no_match_qc3_b160',\n", " 'dmdt_OGGM_elev_bands_pcp1.6_ERA5_no_match_qc3_b160',\n", " 'dmdtda_dyna_OGGM_elev_bands_pcp1.6_ERA5_no_match_qc3_b160',\n", " 'dmdtda_OGGM_elev_bands_pcp2.5_CRU_match_geod_qc3_b160',\n", " 'dmdt_OGGM_elev_bands_pcp2.5_CRU_match_geod_qc3_b160',\n", " 'dmdtda_dyna_OGGM_elev_bands_pcp2.5_CRU_match_geod_qc3_b160',\n", " 'dmdtda_OGGM_elev_bands_pcp1.6_ERA5_match_geod_qc3_b160',\n", " 'dmdt_OGGM_elev_bands_pcp1.6_ERA5_match_geod_qc3_b160',\n", " 'dmdtda_dyna_OGGM_elev_bands_pcp1.6_ERA5_match_geod_qc3_b160',\n", " 'dmdtda_OGGM_centerlines_pcp2.5_CRU_no_match_qc3_b160',\n", " 'dmdt_OGGM_centerlines_pcp2.5_CRU_no_match_qc3_b160',\n", " 'dmdtda_dyna_OGGM_centerlines_pcp2.5_CRU_no_match_qc3_b160',\n", " 'dmdtda_OGGM_centerlines_pcp1.6_ERA5_no_match_qc3_b160',\n", " 'dmdt_OGGM_centerlines_pcp1.6_ERA5_no_match_qc3_b160',\n", " 'dmdtda_dyna_OGGM_centerlines_pcp1.6_ERA5_no_match_qc3_b160',\n", " 'dmdtda_OGGM_elev_bands_2.6_GSWP3_W5E5_match_geod_pergla_qc0_b160',\n", " 'dmdt_OGGM_elev_bands_2.6_GSWP3_W5E5_match_geod_pergla_qc0_b160',\n", " 'dmdtda_dyna_OGGM_elev_bands_2.6_GSWP3_W5E5_match_geod_pergla_qc0_b160',\n", " 'dmdtda_OGGM_elev_bands_via_winterprcp_GSWP3_W5E5_match_geod_pergla_qc0_b160',\n", " 'dmdt_OGGM_elev_bands_via_winterprcp_GSWP3_W5E5_match_geod_pergla_qc0_b160',\n", " 'dmdtda_dyna_OGGM_elev_bands_via_winterprcp_GSWP3_W5E5_match_geod_pergla_qc0_b160'],\n", " dtype='object')" ] }, "execution_count": 62, "metadata": {}, "output_type": "execute_result" } ], "source": [ "dfh.columns" ] }, { "cell_type": "code", "execution_count": 42, "id": "d44621f1-7a90-43ce-8f30-38c232b653b8", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": 63, "id": "b75738f9-56f2-4237-9af5-dad3d6631b42", "metadata": {}, "outputs": [], "source": [ "# get those geodetic estimates of the common running glaciers and that do the mean! \n", "dmdtda_working_glaciers_geods = {}\n", "dmdt_working_glaciers_geods = {}\n", "for reg in np.arange(1,19,1):\n", " pd_geodetic_running_reg = pd_geodetic_running[pd_geodetic_running.reg == reg]\n", "\n", " dmdtda_working_glaciers_geod = np.average(pd_geodetic_running_reg.dmdtda*1e3, weights=pd_geodetic_running_reg.area)\n", " dmdt_working_glaciers_geod = (pd_geodetic_running_reg.dmdtda*1e3*pd_geodetic_running_reg.area).sum()*1e-12\n", " dmdtda_working_glaciers_geods[reg] = dmdtda_working_glaciers_geod\n", " dmdt_working_glaciers_geods[reg] = dmdt_working_glaciers_geod\n", " \n", "\n" ] }, { "cell_type": "code", "execution_count": 64, "id": "8e89b027-7c03-47c1-9ce1-c706bc99f116", "metadata": {}, "outputs": [], "source": [ "pd_working_glaciers_geod =pd.DataFrame([dmdt_working_glaciers_geods,dmdtda_working_glaciers_geods],\n", " index=['dmdt_geodetic_only_running_glaciers', 'dmdtda_geodetic_only_running_glaciers']).astype(float)" ] }, { "cell_type": "markdown", "id": "94b6c21c-2379-47b2-923d-0340b20af44d", "metadata": {}, "source": [ "### 2.1 only look at dmdtda and at dmdt with qc3 (climate quality check and correction if necessary)\n", "- only for no_match and match_geod_pergla, without W5E5" ] }, { "cell_type": "code", "execution_count": 69, "id": "98b8e966-028c-42b3-80d1-4cfd63b895d9", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "01 -775.111072\n", "02 -521.323876\n", "03 -291.469884\n", "04 -648.097569\n", "05 -411.157894\n", "06 -823.917118\n", "07 -296.225023\n", "08 -565.072236\n", "09 -202.368134\n", "10 -524.435265\n", "11 -805.371476\n", "12 -508.414598\n", "13 -234.597791\n", "14 -136.422764\n", "15 -472.069305\n", "16 -390.949152\n", "17 -734.417725\n", "18 -556.277795\n", "Name: dmdtda_OGGM_elev_bands_pcp1.6_ERA5_match_geod_pergla_qc0_b80, dtype: float64" ] }, "execution_count": 69, "metadata": {}, "output_type": "execute_result" } ], "source": [ "dfh['dmdtda_OGGM_elev_bands_pcp1.6_ERA5_match_geod_pergla_qc0_b80']" ] }, { "cell_type": "code", "execution_count": 72, "id": "f11df3d0-71d1-464a-8484-75ea75f8d95c", "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "border = 160\n", "qc = 'qc3'\n", "\n", "plt.figure(figsize=(26,26))\n", "n=17\n", "dfh = pd.read_csv('dmdtda_dmdt_for_prepro_level_5_gdirs_new.csv', index_col=[0])\n", "dfh.index = ['{:02d}'.format(int(rgi_reg)) for rgi_reg in dfh.index]\n", "dfh['dmdt_geodetic_only_running_glaciers'] = pd_working_glaciers_geod.T['dmdt_geodetic_only_running_glaciers'].values\n", "dfh['dmdtda_geodetic_only_running_glaciers'] = pd_working_glaciers_geod.T['dmdtda_geodetic_only_running_glaciers'].values\n", "###\n", "###\n", "ax = plt.subplot2grid((n, n), (0, 0), colspan=8, rowspan=8)\n", "\n", "#plt.figure(figsize=(20,10))\n", "ax = plt.gca()\n", "#f, ax = plt.subplots()\n", "alphas = {'elev_bands': 1, 'centerlines':0.5}\n", "markers = {'ERA5': 'o', 'CRU': 'x'}\n", "for exp in ['centerlines', 'elev_bands']:\n", " for match in ['no_match', 'match_geod']: #, 'match_geod_pergla', 'match_geod_pergla_massredis']: # \n", " for pcp, clim in zip(pcps, clims):\n", " try:\n", " dict_key_short = f'{exp}_{pcp}_{clim}_{match}_{qc}_b{border}' #_rgi_{rgi_reg}'\n", " dfh.plot(ax=ax, y=f'dmdt_OGGM_{dict_key_short}', marker=markers[clim],\n", " linestyle='none', markersize=8, color = colors[match], alpha = alphas[exp],\n", " label=f'{exp}_{clim}_{pcp}_{match}')\n", " except:\n", " pass\n", "dfh.plot(ax=ax, y='dmdt', yerr='err_dmdt', marker='s', linestyle='none', markersize=12,\n", " label = 'geodetic_observation_Hugonnet2021', color = 'orange', alpha = 0.5)\n", "dfh.plot(ax=ax, y='dmdt_geodetic_only_running_glaciers', marker=\"_\", linestyle='none', markersize=30,\n", " label = 'geodetic observation only common running glaciers', color = 'violet', alpha = 1, markeredgewidth=5)\n", "plt.ylabel(r'regional total mass change (dmdt, Gt year$^{-1}$)')\n", "plt.xlabel('RGI region')\n", "plt.xticks(np.arange(0,18,1), dfh.index.values)\n", "f = ax.get_legend()\n", "f.remove()\n", "###\n", "ax = plt.subplot2grid((n, n), (9, 0), colspan=8, rowspan=8)\n", "#f, ax = plt.subplots()\n", "alphas = {'elev_bands': 1, 'centerlines':0.5}\n", "markers = {'ERA5': 'o', 'CRU': 'x'}\n", "dfh.plot(ax=ax, y='dmdtda', yerr='err_dmdtda', marker='s', linestyle='none', markersize=12, linewidth=4,\n", " label = 'geodetic observation (Hugonnet et al., 2021)', color = 'orange', alpha = 0.7)\n", "for exp in ['centerlines', 'elev_bands']:\n", " for match in ['no_match', 'match_geod']: #, 'match_geod_pergla', 'match_geod_pergla_massredis']: # \n", " for pcp, clim in zip(pcps, clims):\n", " try:\n", " dict_key_short = f'{exp}_{pcp}_{clim}_{match}_{qc}_b{border}' #_rgi_{rgi_reg}'\n", " dfh.plot(ax=ax, y=f'dmdtda_OGGM_{dict_key_short}', marker=markers[clim],\n", " linestyle='none', markersize=8, color = colors[match], alpha = alphas[exp],\n", " label=f'{exp}_{clim}_{pcp}_{match}')\n", " except:\n", " pass\n", "#t=ax.get_legend_handles_labels()\n", "#t[0] = [t[0][-1]].append(t[:-1])\n", "\n", "dfh.plot(ax=ax, y='dmdtda_geodetic_only_running_glaciers', marker=\"_\", linestyle='none', markersize=30,\n", " label = 'geodetic observation only common running glaciers', color = 'violet', alpha = 1, markeredgewidth=5)\n", "plt.ylabel(r'area-weighted specific mass balance (dmdtda, kg m$^{-2}$ year$^{-1}$)')\n", "plt.xlabel('RGI region')\n", "plt.xticks(np.arange(0, 18, 1), dfh.index.values)\n", "f = ax.get_legend()\n", "f.remove()\n", "plt.title('area-weighted mean MB from \"fixed_geometry_mass_balance\"')\n", "\n", "\n", "##\n", "#plt.figure(figsize=(20,10))\n", "ax = plt.subplot2grid((n, n), (9, 9), colspan=8, rowspan=8)\n", "\n", "#f, ax = plt.subplots()\n", "alphas = {'elev_bands': 1, 'centerlines':0.5}\n", "markers = {'ERA5': 'o', 'CRU': 'x'}\n", "bu=[]\n", "for exp in ['centerlines', 'elev_bands']:\n", " for match in ['no_match', 'match_geod']: #, 'match_geod_pergla', 'match_geod_pergla_massredis']: # \n", " for pcp, clim in zip(pcps, clims):\n", " try:\n", " dict_key_short = f'{exp}_{pcp}_{clim}_{match}_{qc}_b{border}' #_rgi_{rgi_reg}'\n", " dfh.plot(ax=ax, y=f'dmdtda_dyna_OGGM_{dict_key_short}', marker=markers[clim],\n", " linestyle='none', markersize=8, color = colors[match], alpha = alphas[exp],\n", " label=f'{exp}_{clim}_{pcp}_{match}')\n", " except:\n", " pass\n", "dfh.plot(ax=ax, y='dmdtda', yerr='err_dmdtda', marker='s', linestyle='none', markersize=12,\n", " label = 'geodetic observation (Hugonnet et al., 2021)', color = 'orange', alpha = 0.7)\n", "dfh.plot(ax=ax, y='dmdtda_geodetic_only_running_glaciers', marker=\"_\", linestyle='none', markersize=30,\n", " label = 'geodetic observation (only common running glaciers)', color = 'violet', alpha = 1, markeredgewidth=5)\n", "plt.ylabel(r'dynamic specific mass balance (dmdtda, kg m$^{-2}$ year$^{-1}$)')\n", "plt.xlabel('RGI region')\n", "plt.title('using volume changes from \"historical_run_output_extended\"')\n", "plt.xticks(np.arange(0,18,1), dfh.index.values);\n", "plt.ylim([-1600,-50])\n", "ax.legend(framealpha=0.5, ncol=1, loc=3, bbox_to_anchor=(0.17,1.3),\n", " title=f'mean of 2000-2020: {qc}, border {border} (only glaciers that are\\nrunning for all preprocessed gdirs used, i.e. {len(all_running_rgis)*100/len(pd_working):0.1f}%)')\n", "\n", "#ax.legend()\n", "######\n", "#plt.tight_layout()\n", "\n", "ax = plt.subplot2grid((n, n), (1, 9), rowspan=6, colspan=1)\n", "rgi_index = ['{:02d}'.format(int(rgi_reg)) for rgi_reg in np.arange(1,19)]\n", "dfh.loc['all_without_19', 'dmdt'] = dfh.loc[rgi_index].dmdt.sum()\n", "dfh.loc['all_without_19', 'err_dmdt'] = dfh.loc[rgi_index].err_dmdt.sum()\n", "\n", "dfh.loc['all_without_19', 'period'] = dfh.period[0]\n", "for exp in ['elev_bands', 'centerlines']:\n", " for match in ['no_match', 'match_geod']: #, 'match_geod_pergla', 'match_geod_pergla_massredis']: \n", " for pcp, clim in zip(pcps, clims):\n", " try:\n", " dict_key_short = f'{exp}_{pcp}_{clim}_{match}_{qc}_b{border}'\n", " dfh.loc['all_without_19', f'dmdt_OGGM_{dict_key_short}'] = dfh.loc[rgi_index, f'dmdt_OGGM_{dict_key_short}'].sum()\n", " except:\n", " pass\n", "###\n", "#plt.figure(figsize=(3,6))\n", "ax = plt.gca()\n", "#ax.errorbar(['geodetic observation (Hugonnet et al., 2021)'],\n", "# df_dmdt_all.dmdt, yerr=df_dmdt_all.err_dmdt,\n", "# marker='s', color='orange', alpha=0.8)\n", "\n", "df_dmdt_all = dfh.loc['all_without_19'][1:].dropna()\n", "plt.axhline(df_dmdt_all.dmdt, color='orange', alpha = 0.3)\n", "plt.axhspan(df_dmdt_all.dmdt-df_dmdt_all.err_dmdt,\n", " df_dmdt_all.dmdt + df_dmdt_all.err_dmdt, alpha = 0.1, color='orange')\n", "\n", "#dmdtda_working_glaciers_geods['all_without_19'] = np.average(pd_geodetic_running.dmdtda, weights=pd_geodetic_running.area)*1e3\n", "plt.axhline((pd_geodetic_running.dmdtda*1e3*pd_geodetic_running.area).sum()*1e-12,\n", " color='violet', alpha=0.5, linewidth=5)\n", "for exp in ['centerlines', 'elev_bands']:\n", " for match in ['no_match', 'match_geod']: #, 'match_geod_pergla', 'match_geod_pergla_massredis']: # \n", " for pcp, clim in zip(pcps, clims):\n", " try:\n", " dict_key_short = f'{exp}_{pcp}_{clim}_{match}_{qc}_b{border}' #_rgi_{rgi_reg}'\n", " ax.errorbar(x=[f'{exp}_{clim}_{pcp}_{match}'], # [0]\n", " y=df_dmdt_all[f'dmdt_OGGM_{dict_key_short}'],\n", " marker=markers[clim],\n", " linestyle='none', markersize=8, color=colors[match], alpha=alphas[exp],\n", " label=f'{exp}_{clim}_{pcp}_{match}')\n", " except:\n", " pass\n", "plt.ylabel(r'world-wide total mass-change (dmdt, Gt year$^{-1}$)')\n", "plt.xticks(ticks=[3.5],labels=['all without RGI 19'])\n", "plt.xlim([-1,9.5])\n", "plt.grid(axis='x')\n", "\n", "plt.savefig(f'dmdtda_dmdt_for_prepro_level_gdirs_{qc}_b{border}.png', bbox_inches='tight', pad_inches=0)\n", "plt.savefig(f'dmdtda_dmdt_for_prepro_level_gdirs_{qc}_b{border}.pdf', bbox_inches='tight', pad_inches=0.2)" ] }, { "cell_type": "markdown", "id": "3313c54c-961c-4ea9-9ce5-921b02558cc0", "metadata": {}, "source": [ "" ] }, { "cell_type": "markdown", "id": "fa895006-d3d1-4049-9dac-7115fe1f1a4f", "metadata": {}, "source": [ "- normally **match_geod** should perfectly match the geodetic estimates, however, here we compare the \"common\" running glaciers of all preprocessed gdirs. Hence, match_geod does not always perfectly match even with the fixed geometry MB estimates\n", " - when looking at all glaciers that run for one preprocessed gdirs option and using match_geod, the non-dynamical SMB estimates of OGGM will match perfectly to the regional geodetic calibration data of Hugonnet (see: [the fixed-area SMB section of the \"compare_with_geod\" notebook](https://nbviewer.org/urls/cluster.klima.uni-bremen.de/~oggm/ref_mb_params/oggm_v1.4/compare_with_geod.ipynb?flush_cache=true))\n", "\n", "- the dynamic SMB matches less good (specifically visible for match_geod) because the changing area was neglected during the MB calibration.\n", " - the single influence of that can be seen by comparing always only one gdirs option with all running glaciers to match_geod (as above, see [the dynamic SMB section of the \"compare_with_geod\" notebook](https://nbviewer.org/urls/cluster.klima.uni-bremen.de/~oggm/ref_mb_params/oggm_v1.4/compare_with_geod.ipynb?flush_cache=true#Now-compare-the-SMB-of-the-dynamics-run,-which-is-not-perfect-anymore))\n", "\n", "Somehow naturally, the **no_match** option is most different to the geodetic estimates (as here only the direct glaciological reference data are used): \n", " - no_match climate differences neglecting the dynamic influence: \n", " - RGI regions 01, 08, 13-17: ERA5 has a less negative specific MB than CRU, for others CRU\n", " - RGI regions 04, 05, 07, 09-12, 18: ERA5 has a more negative specific MB than CRU, for others CRU\n", " - no_match climate differences including the dynamic influence: \n", " - similar as when neglecting dynamic influence, however differences are less strong! \n", " \n", "For the geodetic observation, we distinguish between **geodetic observations for all RGI glaciers of that region** or **geodetic estimates for only the common running glaciers**\n", "- in terms of mass change, of course, using the geodetic estimates for only the common running glaciers gives a smaller total mass loss\n", "- for dmdtda, for most RGI regions, using **geodetic estimates for only the common running glaciers** results in a rather slightly less negative dmdtda" ] }, { "cell_type": "markdown", "id": "195b798a-7770-4cac-9c25-777a5e077609", "metadata": {}, "source": [ "### 2.2 compare dmdtda and dmdt between qc0 (no climate check and correction) and qc3 (climate quality check and correction if necessary) for elev_bands only!" ] }, { "cell_type": "code", "execution_count": null, "id": "92dccaa8-c6cf-481d-b7e5-1d384c5f8aa3", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "14cddcec-0a3f-422a-bd4c-491f3e36d02e", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": 76, "id": "9ad01246-d999-4ef7-bddc-4a9cdef74895", "metadata": {}, "outputs": [ { "data": { 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "dfh = pd.read_csv('dmdtda_dmdt_for_prepro_level_5_gdirs_new.csv', index_col=[0])\n", "dfh.index = ['{:02d}'.format(int(rgi_reg)) for rgi_reg in dfh.index]\n", "dfh['dmdt_geodetic_only_running_glaciers'] = pd_working_glaciers_geod.T['dmdt_geodetic_only_running_glaciers'].values\n", "dfh['dmdtda_geodetic_only_running_glaciers'] = pd_working_glaciers_geod.T['dmdtda_geodetic_only_running_glaciers'].values\n", "\n", "markers = {'ERA5': 'o', 'CRU': 'x', 'GSWP3_W5E5_cte':'v', 'GSWP3_W5E5_var':'^'}\n", "# only CRU and 'elev_bands' available for qc0 at the moment!!!\n", "exp = 'elev_bands'\n", "\n", "plt.figure(figsize=(26,26))\n", "n=17\n", "\n", "ax = plt.subplot2grid((n, n), (0, 0), colspan=8, rowspan=8)\n", "ax = plt.gca()\n", "clims_all = ['CRU', 'ERA5', 'GSWP3_W5E5', 'GSWP3_W5E5']\n", "pcps_all = ['pcp2.5', 'pcp1.6','2.6', 'via_winterprcp']\n", "for qc in ['qc0', 'qc3']:\n", " for pcp, clim in zip(pcps_all, clims_all):\n", "\n", " for match in ['no_match', 'match_geod', 'match_geod_pergla', 'match_geod_pergla_massredis']: # \n", " if qc == 'qc0':\n", " border = 80\n", " alpha_min = 0\n", " if 'W5E5' in clim:\n", " border = 160\n", " else:\n", " border = 160\n", " alpha_min = 0.7\n", " if '2.6' == pcp:\n", " climi = clim +'_cte'\n", " elif 'via_winterprcp' == pcp:\n", " climi = clim + '_var'\n", " else:\n", " climi = clim\n", " try:\n", " if 'match_geod_pergla' in match and qc=='qc3':\n", " pass\n", " else:\n", " dict_key_short = f'{exp}_{pcp}_{clim}_{match}_{qc}_b{border}' #_rgi_{rgi_reg}'\n", " dfh.plot(ax=ax, y=f'dmdt_OGGM_{dict_key_short}', marker=markers[climi],\n", " linestyle='none', markersize=8, color = colors[match], alpha = alphas[exp]-alpha_min,\n", " label=f'{exp}_{clim}_{pcp}_{match}')\n", " except:\n", " pass\n", "dfh.plot(ax=ax, y='dmdt', yerr='err_dmdt', marker='s', linestyle='none', markersize=12,\n", " label = 'geodetic_observation_Hugonnet2021', color = 'orange', alpha = 0.5)\n", "dfh.plot(ax=ax, y='dmdt_geodetic_only_running_glaciers', marker=\"_\", linestyle='none', markersize=30,\n", " label = 'geodetic observation (only common running glaciers)', color = 'violet', alpha = 1, markeredgewidth=5)\n", "plt.ylabel(r'regional total mass change (dmdt, Gt year$^{-1}$)')\n", "plt.xlabel('RGI region')\n", "plt.xticks(np.arange(0,18,1), dfh.index.values)\n", "f = ax.get_legend()\n", "f.remove()\n", "###\n", "ax = plt.subplot2grid((n, n), (9, 0), colspan=8, rowspan=8)\n", "#f, ax = plt.subplots()\n", "\n", "dfh.plot(ax=ax, y='dmdtda', yerr='err_dmdtda', marker='s', linestyle='none', markersize=12,\n", " label = 'geodetic observation (Hugonnet et al., 2021)', color = 'orange', alpha = 0.7)\n", "dfh.plot(ax=ax, y='dmdtda_geodetic_only_running_glaciers', marker=\"_\", linestyle='none', markersize=30,\n", " label = 'geodetic observation (only common running glaciers)', color = 'violet', alpha = 1, markeredgewidth=5)\n", "for qc in ['qc0', 'qc3']:\n", " for pcp, clim in zip(pcps_all, clims_all):\n", "\n", " for match in ['no_match', 'match_geod', 'match_geod_pergla', 'match_geod_pergla_massredis']: # \n", " if qc == 'qc0':\n", " border = 80\n", " alpha_min = 0\n", " if 'W5E5' in clim:\n", " border = 160\n", " else:\n", " border = 160\n", " alpha_min = 0.7\n", " if '2.6' == pcp:\n", " climi = clim +'_cte'\n", " elif 'via_winterprcp' == pcp:\n", " climi = clim + '_var'\n", " else:\n", " climi = clim\n", " try:\n", " if 'match_geod_pergla' in match and qc=='qc3':\n", " pass\n", " else:\n", " dict_key_short = f'{exp}_{pcp}_{clim}_{match}_{qc}_b{border}' #_rgi_{rgi_reg}'\n", " dfh.plot(ax=ax, y=f'dmdtda_OGGM_{dict_key_short}', marker=markers[climi],\n", " linestyle='none', markersize=8, color = colors[match], alpha = alphas[exp]-alpha_min,\n", " label=f'{exp}_{clim}_{pcp}_{match}')\n", " except:\n", " pass\n", "#t=ax.get_legend_handles_labels()\n", "#t[0] = [t[0][-1]].append(t[:-1])\n", "plt.ylabel(r'area-weighted specific mass balance (dmdtda, kg m$^{-2}$ year$^{-1}$)')\n", "plt.xlabel('RGI region')\n", "plt.xticks(np.arange(0, 18, 1), dfh.index.values)\n", "f = ax.get_legend()\n", "f.remove()\n", "plt.title('area-weighted mean MB from \"fixed_geometry_mass_balance\"')\n", "\n", "\n", "##\n", "#plt.figure(figsize=(20,10))\n", "ax = plt.subplot2grid((n, n), (9, 9), colspan=8, rowspan=8)\n", "\n", "for qc in ['qc0', 'qc3']:\n", " for pcp, clim in zip(pcps_all, clims_all):\n", "\n", " for match in ['no_match', 'match_geod', 'match_geod_pergla', 'match_geod_pergla_massredis']: # \n", " if qc == 'qc0':\n", " border = 80\n", " alpha_min = 0\n", " if 'W5E5' in clim:\n", " border = 160\n", " else:\n", " border = 160\n", " alpha_min = 0.7\n", " if '2.6' == pcp:\n", " climi = clim +'_cte'\n", " elif 'via_winterprcp' == pcp:\n", " climi = clim + '_var'\n", " else:\n", " climi = clim\n", " try:\n", " if 'match_geod_pergla' in match and qc=='qc3':\n", " pass\n", " else:\n", " dict_key_short = f'{exp}_{pcp}_{clim}_{match}_{qc}_b{border}' #_rgi_{rgi_reg}'\n", " dfh.plot(ax=ax, y=f'dmdtda_dyna_OGGM_{dict_key_short}', marker=markers[climi],\n", " linestyle='none', markersize=8, color = colors[match], alpha = alphas[exp]-alpha_min,\n", " label=dict_key_short)\n", " except:\n", " pass\n", "dfh.plot(ax=ax, y='dmdtda', yerr='err_dmdtda', marker='s', linestyle='none', markersize=12,\n", " label = 'geodetic observation (Hugonnet et al., 2021)', color = 'orange', alpha = 0.7)\n", "dfh.plot(ax=ax, y='dmdtda_geodetic_only_running_glaciers', marker=\"_\", linestyle='none', markersize=30,\n", " label = 'geodetic observation (only common running glaciers)', color = 'violet', alpha = 1, markeredgewidth=5)\n", "plt.ylabel(r'dynamic specific mass balance (dmdtda, kg m$^{-2}$ year$^{-1}$)')\n", "plt.xlabel('RGI region')\n", "plt.title('using volume changes from \"historical_run_output_extended\"')\n", "plt.xticks(np.arange(0,18,1), dfh.index.values);\n", "plt.ylim([-1600,-50])\n", "ax.legend(framealpha=0.5, ncol=1, loc=3, bbox_to_anchor=(0.17,1.3),\n", " title=f'mean of 2000-2020: qc0 vs qc3 (only glaciers that are\\nrunning for all preprocessed gdirs used, i.e. {len(all_running_rgis)*100/len(pd_working):0.1f}%)')\n", "\n", "\n", "#######\n", "ax = plt.subplot2grid((n, n), (1, 9), rowspan=6, colspan=1)\n", "rgi_index = ['{:02d}'.format(int(rgi_reg)) for rgi_reg in np.arange(1,19)]\n", "dfh.loc['all_without_19', 'dmdt'] = dfh.loc[rgi_index].dmdt.sum()\n", "dfh.loc['all_without_19', 'err_dmdt'] = dfh.loc[rgi_index].err_dmdt.sum()\n", "dfh.loc['all_without_19', 'period'] = dfh.period[0]\n", "for qc in ['qc0', 'qc3']:\n", " for pcp, clim in zip(pcps_all, clims_all):\n", " for match in ['no_match', 'match_geod', 'match_geod_pergla', 'match_geod_pergla_massredis']: # \n", " if qc == 'qc0':\n", " border = 80\n", " if 'W5E5' in clim:\n", " border = 160\n", " else:\n", " border = 160\n", " if '2.6' == pcp:\n", " climi = clim +'_cte'\n", " elif 'via_winterprcp' == pcp:\n", " climi = clim + '_var'\n", " else:\n", " climi = clim\n", " try:\n", " dict_key_short = f'{exp}_{pcp}_{clim}_{match}_{qc}_b{border}'\n", " dfh.loc['all_without_19', f'dmdt_OGGM_{dict_key_short}'] = dfh.loc[rgi_index, f'dmdt_OGGM_{dict_key_short}'].sum()\n", " except:\n", " pass\n", "###\n", "ax = plt.gca()\n", "#ax.errorbar(['geodetic observation (Hugonnet et al., 2021)'],\n", "# df_dmdt_all.dmdt, yerr=df_dmdt_all.err_dmdt,\n", "# marker='s', color='orange', alpha=0.8)\n", "df_dmdt_all = dfh.loc['all_without_19'][1:].dropna()\n", "\n", "plt.axhline(df_dmdt_all.dmdt, color='orange', alpha = 0.3)\n", "plt.axhspan(df_dmdt_all.dmdt-df_dmdt_all.err_dmdt,\n", " df_dmdt_all.dmdt + df_dmdt_all.err_dmdt, alpha = 0.1, color='orange')\n", "plt.axhline((pd_geodetic_running.dmdtda*1e3*pd_geodetic_running.area).sum()*1e-12, color='violet', alpha=0.5, linewidth=5)\n", "\n", "for qc in ['qc0', 'qc3']:\n", " for pcp, clim in zip(pcps_all, clims_all):\n", " for match in ['no_match', 'match_geod', 'match_geod_pergla', 'match_geod_pergla_massredis']: # \n", " if qc == 'qc0':\n", " border = 80\n", " alpha_min = 0\n", " if 'W5E5' in clim:\n", " border = 160\n", " else:\n", " border = 160\n", " alpha_min = 0.7\n", " if '2.6' == pcp:\n", " climi = clim +'_cte'\n", " elif 'via_winterprcp' == pcp:\n", " climi = clim + '_var'\n", " else:\n", " climi = clim\n", " try:\n", " if 'match_geod_pergla' in match and qc=='qc3':\n", " pass\n", " else:\n", " dict_key_short = f'{exp}_{pcp}_{clim}_{match}_{qc}_b{border}' #_rgi_{rgi_reg}'\n", " ax.errorbar(x=[dict_key_short], # [0]\n", " y=df_dmdt_all[f'dmdt_OGGM_{dict_key_short}'],\n", " marker=markers[climi],\n", " linestyle='none', markersize=8, color=colors[match], alpha=alphas[exp]-alpha_min,\n", " label=dict_key_short)\n", " except:\n", " pass\n", "plt.ylabel(r'world-wide total mass-change (dmdt, Gt year$^{-1}$)')\n", "plt.xticks(ticks=[3.5],labels=['all without RGI 19'])\n", "plt.xlim([-1,9.5])\n", "plt.grid(axis='x')\n", "\n", "plt.savefig(f'dmdtda_dmdt_for_prepro_level_gdirs_qc0_vs_qc3.png', bbox_inches='tight', \n", " pad_inches=0)\n", "plt.savefig(f'dmdtda_dmdt_for_prepro_level_gdirs_qc0_vs_qc3.pdf', bbox_inches='tight', \n", " pad_inches=0.2)" ] }, { "cell_type": "markdown", "id": "50aa345a-b100-49f0-84e5-33ba8a7479f6", "metadata": {}, "source": [ "" ] }, { "cell_type": "markdown", "id": "30fea849-a4b4-4a27-b317-3a29473d615c", "metadata": {}, "source": [ " - no_match with qc0 overestimates the total world-wide mass change in the period 2000 to 2020 even more than no_match with qc3!!!\n", " - in all other options, qc0 is similar to qc3, but always result globally in a slightly smaller mass loss!!!\n", " - when using **match_geod_pergla**, every glacier that runs should perfectly match the dmdtda of that glacier for the non-dynamic SMB!\n", " - we will check this further in the following plots: " ] }, { "cell_type": "code", "execution_count": 77, "id": "9bcaaa0f-488e-4284-94d4-2825caeebfa4", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/users/lschuster/.local/lib/python3.9/site-packages/matplotlib/cbook/__init__.py:1061: UserWarning: Warning: converting a masked element to nan.\n", " x = np.asanyarray(x)\n" ] }, { "data": { "text/plain": [ "Text(0.5, 1.0, 'area-weighted mean MB from \"fixed_geometry_mass_balance\"')" ] }, "execution_count": 77, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(10,18))\n", "ax = plt.gca()\n", "#f, ax = plt.subplots()\n", "\n", "dfh.plot(ax=ax, y='dmdtda', yerr='err_dmdtda', marker='s', linestyle='none', markersize=12,\n", " label = 'geodetic observation (Hugonnet et al., 2021)', color = 'orange', alpha = 0.7)\n", "dfh.plot(ax=ax, y='dmdtda_geodetic_only_running_glaciers', marker=\"_\", linestyle='none', markersize=30,\n", " label = 'geodetic observation (only common running glaciers)', color = 'violet', alpha = 1, markeredgewidth=5)\n", "for qc in ['qc0']: #, 'qc3']:\n", " for pcp, clim in zip(pcps_all, clims_all):\n", "\n", " for match in ['match_geod_pergla', 'match_geod_pergla_massredis']: # \n", " if qc == 'qc0':\n", " border = 80\n", " alpha_min = 0\n", " if 'W5E5' in clim:\n", " border = 160\n", " else:\n", " border = 160\n", " alpha_min = 0.7\n", " if '2.6' == pcp:\n", " climi = clim +'_cte'\n", " elif 'via_winterprcp' == pcp:\n", " climi = clim + '_var'\n", " else:\n", " climi = clim\n", " try:\n", " if 'match_geod_pergla' in match and qc=='qc3':\n", " pass\n", " else:\n", " dict_key_short = f'{exp}_{pcp}_{clim}_{match}_{qc}_b{border}' #_rgi_{rgi_reg}'\n", " dfh.plot(ax=ax, y=f'dmdtda_OGGM_{dict_key_short}', marker=markers[climi],\n", " linestyle='none', markersize=8, color = colors[match], alpha = alphas[exp]-alpha_min,\n", " label=f'{exp}_{clim}_{pcp}_{match}')\n", " except:\n", " pass\n", "#t=ax.get_legend_handles_labels()\n", "#t[0] = [t[0][-1]].append(t[:-1])\n", "plt.ylabel(r'area-weighted specific mass balance (dmdtda, kg m$^{-2}$ year$^{-1}$)')\n", "plt.xlabel('RGI region')\n", "plt.xticks(np.arange(0, 18, 1), dfh.index.values[:-1])\n", "plt.legend()\n", "#f.remove()\n", "plt.title('area-weighted mean MB from \"fixed_geometry_mass_balance\"')" ] }, { "cell_type": "markdown", "id": "bb440df4-313f-4c51-82ac-2dfc5a3b09db", "metadata": {}, "source": [ "- this is the same plot as before, but now only with the match_geod_pergla gdirs that we want to check, they seem to match perfectly over the mean!\n", "- below is also a check if they match on the per-glacier level!" ] }, { "cell_type": "code", "execution_count": 78, "id": "8616a9cb-eb5f-498c-89b4-c25ac1fea858", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.0, 'new: 05')" ] }, "execution_count": 78, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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EhCghIUF33323wakAGIlGFwAAAPLN19c33+euW7dOHTp0sDa5JKlt27aqWbOmvvvuOxpdAHLVunVrBQQEKCEhQWFhYTp//rzRkQAYjFsXAQAAUOTOnz+v33//XQ0bNswy17hxY8XFxRmQCkBJ4uXlpYsXLyopKUnffPONLl68qIsXL7IZPVDKsaILAAAARe7ChQuSpKCgoCxzQUFB+v3335WRkSF3d/c8XzsjI0Px8fEFzgigeAsODtaxY8f0+++/69FHH5UklSlTRsHBwbwHAC4st/qAFV0AAAAocqmpqZIkT0/PLHOZqzFu3rxZpJkAlCxHjhxRpUqV9O9//1vbt29XVFSUKlWqpCNHjhgdDYCBWNEFAACAIpfZzEpLS8syl9kE8/b2zte13d3d8/wESAAlj6enp65fv67nnnvOOnbnnXfK09OT9wDAhcXGxuY4n+9GV0JCgn7++WclJyerQYMGatOmTX4vBQAAgAIoiXVZxYoVJUmJiYlZ5hITE1W+fPl83bYIoPRITU1Vamqq6tSpozlz5ujFF1/UgQMHjI4FwGA5NrrMZrP+9a9/adWqVfLw8NBTTz2lF198UTNnztTMmTNlsVhksVhkMpnUrl07zZo1Sx4eHkWVHQAAoNRwtbqsUqVKCgwM1P79+7PM7d27V2FhYQakAlDSVK1aVW5ubnr44YcVFhamqlWr6syZM0bHAmCgHBtdy5cv18KFCxUUFCR/f3998skncnNz04wZM3T//ferXbt2unXrltavX6/Nmzfrs88+07Bhw4oqOwAAQKlR0uuykydPSrq9eXSmRx55RF9//bXOnz+vSpUqSZJiYmJ0/PhxDRkyxJCcAEoWd3d3RUZGqnnz5kpMTNSgQYOMjgTAYCaLxWLJbrJPnz4ym81asmSJPD099e6772rBggXq0KGDPvroI5tj+/fvr+vXr+vrr792euiSIPOe0SZNmhiaA3BVJpNJObx9GSLz6T7FcU+I4vj3BbiCovx+X5zrslmzZkm6fQvlt99+qyeeeELVqlWTn5+fnn76aUlShw4dJEkbN260nvfbb7+pZ8+e8vf319NPP62UlBTNmzdPlStX1ooVK+xuVJ8bajCg9DCZTKpbt66k2+8/YWFhSktL0+HDh6l7ABeW2/f6HJ+6ePLkST366KPWIqNXr166deuWHnnkkSzHPvLII9af1AEAAKBwFee6bPr06Zo+fbq+/fZbSdKXX36p6dOna/78+TmeV7lyZX3++eeqVq2a3n//fX366ad64IEH9Nlnn+WryQWgdKlevboOHz6sw4cPy2w268CBAzp8+LCqV69udDQABsrx1sXLly+rfPny1tcBAQGSZDOWKTAw0PqEHAAAABSu4lyXZa5ozcmfV3L9Wd26dTVv3rzCjgSgFAgLC9OpU6fsjgMovXJc0SXdXg5q788AAAAoWtRlAPCH77//XiNGjNChQ4d06NAhWSwWjRgxQt9//73R0QAYKE+NrpzGAAAA4FzUZQDwB4vFosmTJ9uMTZ48mf25gFIux83oQ0ND5eXlJXd3d+tYSkqKvL295eZm2yPLyMhQWlqa4uLinJe2BGEjVMC5iuPm6mxGD5Q+Rfn9nrrMMdRgQOnh5uZmt74xmUwym80GJAJQFHL7Xp/jHl333ntvYecBAABAPlCXAYCt7H6Ixw/3gNItx0bXokWLiioHAAAAckBdBgAAkLtc9+gCAAAAAKA4evXVV202o3/11VeNjgTAYDmu6AIAAAAAoLh67733tHr1aiUkJCgsLEwHDhwwOhIAg+XY6AoPD8/TxUwmkxYsWFCgQAAAAMiKugwA7Dt8+LDeeustTZgwwegoAIqBHBtdP//8s8qUKSMPDw+HLsbjrQEAAJyDugwAbFWrVk2nT5+WJJsmV7Vq1YyKBKAYyLHRVabM7em2bduqV69eat++fZbHVwMAAMD5qMsAwNaZM2ckSe7u7srIyLD+njkOoHTKsTr66aef9PLLL+vkyZMaOXKk/va3v+ndd9/V0aNHiyofAAAARF0GAH9lsVgkSRkZGTa/Z44DKJ1ybHQFBgZq8ODB+uabb7Rs2TJ16NBBy5cv16OPPqq+fftqxYoVSk5OLqqsAAAApRZ1GQDY5+fnp9WrVysgIMDoKACKAZMlj+3u1NRUrV27VitXrtT27dvl7e2tN998Uz169HBWxhIpNjZWktSkSRNDcwCuav/zvmpY0d3oGCXG/gsZajjrutExAJdj9Pd76rKsjP5vAqDomEwmubu7y93dXWlpafLy8tKtW7eUkZHBqi7AheX2vT7HPbrs8fLy0mOPPaaqVavKzc1NW7du1alTpwqSEQDyrNEnycWugImPj5ckhYSEGJwkq0YmkyyzjE4BoLBRlwEo7TIyMvTkk0/qpZdeUlRUlD755BOjIwEwWJ4aXRcuXNBXX32llStX6sSJE6pYsaKee+45PfHEE87KBwAAADuoywDgtqVLl2rp0qVGxwBQTOTa6EpPT9eGDRu0cuVKbdmyRW5uburQoYPGjx+v+++/n6f9AAAAFBHqMgAAgJzl2Oh655139M033+jq1auqV6+exo4dq8cee0z+/v5FFA8AAAASdRkAAIAjcmx0ff755/L29tajjz6qBg0aKCMjQ6tWrcr2eJPJpEGDBhV2RgAAgFKPugwAsvL391e5cuX022+/KTg4WJcvX9bly5eNjgXAQLneunjz5k19++23+vbbb3O9GAUVAACA81CXAYCtPze2jh8/bmgWAMVDjo2uhQsXFlUOAAAA5IC6DACyN2TIEH366adGxwBQDOTY6GrZsmVR5QAAAEAOqMsAIHs0uQBk4tE8AAAAAIASa+zYsfrll1/0/vvvGx0FQDGQY6Pr8uXLOnDggG7cuGEzbrFYNGfOHHXq1ElNmjRR7969tXXrVqcGBQAAKM2oywDAvvfff1/NmjXTuHHjjI4CoBjIsdE1d+5cPfPMM1nG33//fU2bNk0nT56Ul5eX9u/fr+eee06HDh1yWlAAAIDSjLoMAOy7deuWJCk9Pd3gJACKgxwbXbt27dL999+vsmXLWseuXr2qhQsXKjAwUP/973+1fft2ff755ypTpow+++wzpwcGAAAojajLAAAAcpdjo+v06dOqV6+ezVhMTIzS0tL0zDPPqFatWpKkFi1aqHv37tq5c6fzkgIAAJRi1GUAkJWbm5vNHl1ubmxDDZR2Ob4LXLlyRRUrVrQZ27t3r0wmk+677z6b8dDQUCUmJhZ+QgAAAFCXAYAdrVq10rRp09SsWTP93//9n1q1amV0JAAGK5PTZGBgoH7//XebsT179sjT01MhISE2456enipTJsfLAQAAIJ+oywDAVmBgoGJiYqyvU1NTFRMTo8DAQANTATBajiu66tSpo//+97/KyMiQJF24cEF79uxRkyZNshRPp06dUoUKFZyXFAAAoBSjLgMAW0lJSXkaB1A65PijvqefflrPP/+8+vfvr+bNm+uHH37QrVu39MQTT2Q5dtu2bVl+mggAAIDCQV0GAPaVKVNGt27dkoeHB09eBJDziq4OHTooIiJC+/bt0/z583X06FENGDBAjz32mM1xhw4d0p49e9S2bVunhgUAACitqMsAICsPDw99+umn2rdvn9auXSsPDw+jIwEwmMlisVhyOygpKUmnTp1S9erV7d7vfPHiRZ07d061a9eWj4+PU4KWNLGxsZKkJk2aGJoDcFUmk0kOvH0Vqfj4eEkqlqsoiuPfF+AKjPh+T12WM2owoPQwmUzZzlH3AK4rt+/1Du1SGhgYmOOGfhUqVGAfCAAAgCJAXQYAWb388sv64IMPjI4BoBjI8dZFAAAAAACKO5pcADLR6AIAAAAAlFju7u6SlOUJtABKJxpdAAAAAIASKyMjQ5J069Ytg5MAKA5odAEAAAAASrSKFSsaHQFAMUGjCwAAAABQol24cMHoCACKCRpdAAAAAIAS66mnntL27ds1YsQIo6MAKAYcbnQtXrxYgwYNynZ+8ODBWrp0aWFkAgAAQA6oywDgD0uXLlWrVq30ySefGB0FQDHgcKNr5cqVqlGjRrbzNWvW1JdfflkooQAAAJA96jIAAAD7HG50nThxQvXq1ct2/u6779aJEycKJRQAAACyR10GAABgn8ONrlu3biktLS3b+bS0NKWmphZKKAAAAGSPugwA/mAymSRJbm5sQQ0gD42umjVrasuWLdnOb968WcHBwYUSCgAAANmjLgOAP1gsFkmS2Ww2OAmA4sDhRtejjz6qLVu26MMPP7T5CWJ6ero++ugjbdmyRd26dXNKSAAAAPyBugwAAMC+Mo4eOGjQIP3000+aPXu2oqOjVbt2bUnS0aNHdeXKFbVo0ULPPvus04ICAADgNuoyAAAA+xxudHl4eGj+/PmKiorSt99+q7i4OEm3l84PGzZM4eHh8vDwcFpQAAAA3EZdBgB/8PPz09WrVxUQEKBLly4ZHQeAwRxudEm3i6qhQ4dq6NChzsoDAAAAB1CXAcBtycnJkqRr164ZnARAccBjKQAAAAAAJVZGRoak20+kBYBsV3Tt2LFDknTvvffavM5N5vEAAAAoHNRlAAAAjsm20TVw4ECZTCbt2bNHnp6e1tfZsVgsMplM1j0iAAAAUDioywAAAByTbaNr0qRJMplM1o1MM18DAACgaFGXAUD23NzcZDabrb8DKN2ybXT16tUrx9cAAAAoGtRlAJC9zOYWTS4AUh42o58xY4Z+/fXXbOcPHz6sGTNmFEooAAAAZI+6DAAAwL48Nbri4+OznT98+LBmzpxZKKEAAACQPeoyAAAA+xxudOUmNTVV7u7uhXU5AAAA5BN1GQAAKK2y3aNLkq5fv66rV69aX1++fFlnz57NctyVK1f0zTffqHLlyoWfEAAAANRlAAAADsix0RUVFWVd9m4ymTRp0iRNmjTJ7rEWi0WvvfZa4ScEAAAAdRkAAIADcmx0tWzZUtLtYmnmzJl6+OGHFRISkuW4cuXK6Z577lGzZs2ckxIAAKCUoy4DAADIXa6Nrsyi6uzZs3rqqad0zz33FEkwAAAA/KG41mVpaWmaPn26Vq9eratXryo0NFQvvfSS2rRpk+N5H3/8sd0nQ1aoUEFbtmxxVlwALsjPz0/Xrl2Tv7+/Ll26ZHQcAAbLsdH1Z5MnT3ZmDgAAADioONVl48aN07p16xQeHq4aNWpo1apVGjp0qBYtWqSmTZvmev7bb78tb29v6+s//xkAHJG5fyFNLgBSHhpd0u1NUKOiorRlyxb9/vvvmjJlipo2baqkpCQtWbJEXbp0UZ06dZyVFQAAAP9fcajL9u7dq//85z8aP368Bg0aJEnq2bOnunXrpvfee0+LFy/O9RpdunSRn5+fU3MCAIDSw83RA5OSkvTEE0/ok08+0eXLl3Xq1CndvHlTkhQYGKivvvpKy5cvd1pQAAAA3FZc6rI1a9bIw8NDTz75pHXMy8tLvXv31q5du3ThwoVcr2GxWHT9+nVZLBZnRgUAAKWEwyu6PvzwQ128eFHLly9X5cqV1bZtW5v5jh07KiYmptADFsTKlSs1fvx4u3N79+6Vl5eXzdiGDRs0Y8YMHTlyROXLl1fv3r01fPhwlSmTp4VvAAAATlVc6rK4uDjVqlVL5cqVsxlv3LixLBaL4uLiVLFixRyv8eCDDyolJUXlypVTp06dNHbsWPn7+zsxNQBX4+7uroyMDOvvAEo3hzs4mzZtUv/+/dWgQQO79z5Xr15dq1atKtRwheWll15S5cqVbcY8PDxsXv/444964YUX1Lp1a73xxhv69ddfNXPmTF26dElvvPFGUcYFAADIUXGpyxITE1WpUqUs40FBQZKU44ouPz8/DRw4UPfcc488PDy0bds2LVu2TAcPHtSKFSvk6emZ71wZGRmKj4/P9/kASpbM5tafm1y8BwCuK7OxnR2HG12XLl1ScHBwtvMmk0mpqal5S1dEHnjgAYWFheV4zNSpU1W/fn3NmzfP+hdWrlw5zZkzRwMHDlTNmjWLICkAAEDuiktddvPmzSw/PJRkXTWfU4ZnnnnG5nXnzp1Vt25dvf322/rqq6/Up0+fwg0LAABKBYcbXUFBQTp16lS283FxcVlWTRUn169fl4+Pj9zcsm5LduTIER05ckRvv/22TVewf//+mj17ttatW6dhw4YVZVwAAIBsFZe6zNvbW+np6VnGMxtcf90mIjf9+vXTu+++q5iYmAI1utzd3RUSEpLv8wGUfLwHAK4rNjY2x3mHN6P/29/+pi+++MLuEvQ9e/boq6++UseOHfMcsCj0799fzZs3V5MmTfTiiy/q7NmzNvMHDx6UJDVs2NBmvFKlSrrrrrus8wAAAMVBcanLgoKC7GZITEyUpFz35/orNzc3VapUSVeuXCmUfAAAoPRxeEXXyJEjtXHjRj3++OPq0KGDTCaTvvrqK61YsULr1q1TxYoVNXToUGdmzbOyZcuqV69eatWqlcqVK6c9e/ZowYIF2rNnj1atWqXAwEBJfxRjmftJ/Fl2BZwj2B8CcK7i9vWVkpIiqfjlylRccwElWW57RDhLcanLQkNDtWjRIiUnJ9tsSL9nzx7rfF6kp6frt99+y/LDRwAAAEc5vKIrKChIy5cvV+PGjfXll1/KYrFo9erV+u6779SuXTstWbLEqU/IMZvNSk1NdehXpi5dumjy5Mnq2bOnHn74Yb366quaMWOGzp07pwULFliPy3wct71NT728vKzzAAAAxYHRdVmmzp07Kz09XStWrLCOpaWlaeXKlWrWrJl1o/qzZ88qISHB5tykpKQs15s3b55SU1N1//33Ozc4AJcza9YsoyMAKCYcXtElSZUrV9Ynn3yi69ev6+jRo5Kk4ODgIimkduzYofDwcIeOjYmJsa7W+qsHHnhAtWvXVkxMjF566SVJt/eXkG4XZn+Vmppqnc8r9ocAnKu4fX1lrpgqbrkyFddcQEmW2x4RzmRkXZbpnnvuUefOnfXee+8pMTFRwcHBWrVqlc6ePavJkydbjxs7dqx+/vlnm5Wl7du3V9euXVWvXj15enpq+/btWrt2rZo3b65u3boV2ecAwDU8//zzRkcAUEzkqdGVydfXV40bNy7sLDmqXbu2TcGUE19f3xznK1eurDNnzlhfZ96ymJiYmGUvicTERDVt2jSPaQEAAIqGEXXZn02dOlUffvihVq9erStXrigkJERz5sxR8+bNczyve/fu+uWXX7RmzRqlp6eratWqev755/Xcc8+pTJl8lagASpiGDRvqwIEDTrm2yWTK97kNGjTQ/v37CzENgKKUbRXx1w3bHVWlSpV8h8lJUFCQevXqVSjXOnXqlMqXL299HRYWJknav3+/GjRoYB0/f/68zp07Z50HAAAwQnGry/7My8tLY8eO1dixY7M9ZtGiRVnG3nnnHWfGAlACFLSZVL58ebu3QQcGBur3338v0LUBlFzZNroyNzbNq7i4uAIFKkxJSUlZbmH85ptvdPLkSfXo0cM6VrduXdWuXVvLli1T7969rZvKRkdHy83NTY888kiR5gYAAPgzV6jLAKCwzZgxQ88995xu3LihW7duycPDQ97e3poxY4bR0QAYKNtG1wsvvJCloNq4caPi4uLUtm1b3X333ZKkI0eOKCYmRqGhoerQoYNz0+bRU089pQYNGqh+/fry9fXV3r179dVXX6lmzZp65plnbI4dM2aMRowYoYiICHXt2lW//vqrFi9erL59+6pWrVoGfQYAAACuUZcBQGHr16+fJGnChAk6fPiw6tWrp8jISOs4gNIp20bXqFGjbF5/8803On36tFauXJnlVr4DBw5o0KBBqlmzplNC5leXLl30ww8/6H//+59u3rypihUrasCAARo5cqTuuOMOm2Pbt2+vGTNmaMaMGfrnP/+pwMBAjRgxgk0NAQCA4VyhLgMAZ+jXr5+aNWum0NBQ9tUCICkPm9HPmTNHAwYMsLtfVYMGDdS/f3/9+9//LlZPyXnppZesT1Z0xEMPPaSHHnrIiYkAAAAKriTWZQAAAEXB4UbXiRMnbDZw/6sKFSroxIkThRIKABxRkKfplDYBAQFGRwBQiKjLAAAA7HNz9MCgoCCtW7dOFosly5zZbNa6detUoUKFQg0HANmxWCzF7tehQ4eKbTZ7TyQCUHJRlwEAANjncKOrT58++vnnnxUREaGffvpJp06d0qlTp/Tjjz8qIiJCO3fuVN++fZ2ZFQAAAKIuAwAAyI7Dty4OGzZMFy9e1Oeff66YmJgs8wMGDNBzzz1XqOEAAACQFXUZAACAfQ43ukwmkyIjI9W/f3+tX79ep0+fliRVr15dHTp0UO3atZ0WEgAAAH+gLgMAALDP4UZXplq1amno0KHOyAIAAIA8oC4DAACwledGl8Vi0cGDB3Xq1ClJt39yWL9+fZ5+BgAAUMSoywAAAGzlqdH1008/6a233tLZs2dtxqtWraoJEybo/vvvL9RwAAAAsI+6DAAAICuHG127du3S888/r7Jlyyo8PFx33323JOnIkSNatWqVRowYoYULF6pZs2ZOCwsAAADqMgAAgOw43OiaNWuWKlSooOXLl6tixYo2cxEREerTp49mzpypefPmFXpIAAAA/IG6DAAAwD43Rw/cs2eP+vTpk6WYkqSKFSvqySef1J49ewo1HAAAALKiLgMAALDP4UZXenq6ypUrl+28r6+v0tPTCyUUAAAAskddBgAAYJ/Dja46derov//9r27dupVl7tatW/ruu+9Up06dQg0HAACArKjLAAAA7HO40dWvXz/t2bNHgwYN0g8//KBTp07p1KlT2rRpkwYNGqQ9e/aoX79+zswKAAAAUZcBAABkx+HN6J988kkdP35c8+fP165du7LMR0RE6MknnyzUcAAAAMiKugwAAMA+hxtdkvTaa6+pd+/eWr9+vc6cOSNJql69ujp06KBatWo5JSAAAACyoi4DAADIKk+NLkmqVauWhg4d6owsAAAAyAPqMgAAAFt5bnSlpKQoNjZWFy9eVNu2bVWhQgVn5AIAAEAuqMsAAABsObwZvSQtWbJEf/vb3zR48GCNHTtWhw8fliT9/vvvatSokZYvX+6UkAAAALBFXQYAAJCVw42utWvX6u2331arVq30zjvvyGKxWOfKly+v+++/X+vXr3dKSAAAAPyBugwAAMA+hxtd8+bNU6tWrTRz5kx17Ngxy3zDhg2tP0kEAACA81CXAQAA2Odwo+vXX3/Vww8/nO18UFCQfv/990IJBQAAgOxRlwEAANjncKPLzc1NZrM52/kLFy6obNmyhRIKAAAA2aMuAwAAsM/hRldoaKg2b95sd85sNmvNmjVq1KhRoQUDAACAfdRlAAAA9jnc6Hr66af1008/6cMPP9SVK1ckSRaLRUePHtXo0aN15MgRDRw40GlBAQAAcBt1GQAAgH1lHD2wa9euio+P1+zZszVnzhxJ0pAhQ2SxWGSxWDRy5Eg98MADTgsKAACA26jLAAAA7HO40SVJL730kh555BF98803Onr0qCwWi2rUqKEePXqwPB4AAKAIUZcBAABkladGlyQ1aNBADRo0cEYWAAAA5AF1GQAAgC2H9+gCAAAAAAAAijOHV3SNHz8+x3mTySRvb29VrlxZ9913n+rXr1/gcAAAAMiKugwAAMA+hxtdq1atkslkknT7qT5/9tfxDz74QF27dtXUqVPl7u5eWFkBAAAg6jIAAIDsONzoiomJ0ZAhQxQcHKxnn31WtWvXliQdPXpU8+fP15kzZ/Thhx/q0qVL+vTTT/Xf//5X9erV03PPPee08AAAAKURdRkAAIB9Du/RNXXqVFWoUEHTpk1T48aN5evrK19fXzVu3FgffvihAgICNGPGDDVs2FAffvihmjVrpq+//tqZ2QEAAEol6jIAAAD7HG50bdy4UX/729+ynX/ggQe0ceNG6+sOHTro9OnTBUsHAACALKjLAAAA7HO40ZWWlqYLFy5kO3/+/HmlpaVZX5ctW5Z9IAAAAJyAugwAAMA+hxtdTZs21eeff67Y2Ngsc7t379bnn3+upk2bWsd+/fVXVa5cuVBCAgAA4A/UZQAAAPY5vBn9mDFjNGDAAPXr10+NGzdWrVq1JEnHjh3T3r175ePjozFjxkiSUlNTtW3bNj300EPOSQ0AAFCKUZcBAADY53CjKzQ0VCtXrtQHH3ygn376SXv27JF0eyn8I488or///e/WIsvLy0tr1qxxTmIAAIBSjroMAADAPocbXZJUo0YNTZ8+XWazWUlJSZKkwMBAubk5fAckAAAACgF1GQAAQFZ5anRlcnNzU4UKFQo7CwAAAPKIugwAAOAP/MgPAAAAAAAALoFGFwAAAAAAAFwCjS4AAAAAAAC4BBpdAAAAAAAAcAn52oweAAAAAFD6BAYG6tKlS0bHsMtkMhkdIYuAgADrk3EBFI18N7rS09MVGxur0NBQ3XHHHYWZCQAAAHlAXQagqFy6dEkWi8XoGDbi4+MlSSEhIQYnyao4Nt8AV5fvWxevXLmi8PBw7d+/vzDzAAAAII+oywAAAG4r0B5dxa2TDwAAUFpRlwEAALAZPQAAAAAAAFwEjS4AAAAAAAC4hHw3unx8fDRy5EhVr169MPMAAAAgj6jLAAAAbsv3UxczCyoAAAAYi7oMAADgNm5dBAAAAAAAgEug0QUAAAAAAACXQKMLAAAAAAAALoFGFwAAAPItLS1N7777rtq1a6fGjRurT58+iomJcejc8+fPa/To0WrRooWaNWum559/XqdOnXJyYgAA4MpodAEAACDfxo0bpwULFuixxx5TZGSk3NzcNHToUO3evTvH85KTkxUeHq5du3Zp+PDhevHFF3Xw4EGFh4frypUrRZQeAAC4mnw/dREAAACl2969e/Wf//xH48eP16BBgyRJPXv2VLdu3fTee+9p8eLF2Z67ZMkSnThxQitXrlT9+vUlSffff7+6d++uqKgojR49uig+BQAA4GKybXTt2LEjXxe899578x0GAAAAWRXXumzNmjXy8PDQk08+aR3z8vJS7969NW3aNF24cEEVK1a0e+7atWvVpEkTa5NLkurUqaM2bdrou+++o9EFAADyJdtG18CBA2UymfJ8wbi4uAIFAgAAgK3iWpfFxcWpVq1aKleunM1448aNZbFYFBcXZ7fRZTabFR8fr759+2aZa9SokbZs2aIbN26obNmyTssOAABcU7aNrsmTJ9u8tlgs+vzzz3Xs2DF1795dd999tyTpyJEj+vbbb1WzZk09/fTTzk0LAABQChXXuiwxMVGVKlXKMh4UFCRJunDhgt3zLl++rLS0NOtxfz3XYrEoMTFRwcHB+cqVkZGh+Pj4fJ0LIHfF7esrJSVFUvHLlam45gJKqoyMDLm7u2c7n22j6/HHH7d5vWDBAiUlJWnNmjVZCprnn39effv2VXJycgHjAgAA4K+Ka1128+ZNeXh4ZBn38vKSJKWmpto9L3Pc09Mz23Nv3rxZWDEBFKJ9I8opJLql0TFKjH0jyuV+EIBC5fBm9IsXL1bfvn3t/tTurrvuUt++ffX5559r4MCBhRoQAAAAtopLXebt7a309PQs45mNrMym1V9ljqelpWV7rre3d75zubu7KyQkJN/nA8ie6ZNkWSwWo2PYyFwxVRy/7huZTLLMKn65gJIsNjY2x3k3Ry/022+/5bhPgo+Pj3777TeHgwEAACB/iktdFhQUZPf2xMTEREnKdiN6f39/eXp6Wo/767kmk8nubY0AAAC5cbjRVa1aNX399dd2l6Cnpqbqq6++UtWqVQs1HAAAALIqLnVZaGiojh07luU2yT179ljn7XFzc1O9evW0f//+LHN79+5VjRo12IgeAADki8ONrmeffVYHDx5U7969FR0drW3btmnbtm1asmSJnnjiCcXHx+vZZ591ZlYAAACo+NRlnTt3Vnp6ulasWGEdS0tL08qVK9WsWTPrrZVnz55VQkKCzbmdOnVSbGysDh48aB07evSotm3bps6dOzs9OwAAcE0O79HVp08fpaSkaPr06Xrrrbesj7i2WCzy9vbWmDFj1KdPH6cFBQAAwG3FpS6755571LlzZ7333nvWpySuWrVKZ8+etXlS5NixY/Xzzz/bPHmsf//+WrFihYYNG6Znn31W7u7uioqKUlBQkAYNGuT07AAAwDU53OiSpEGDBumJJ57Q5s2bderUKUlS9erVdd9998nPz88pAQEAAJBVcanLpk6dqg8//FCrV6/WlStXFBISojlz5qh58+Y5nufr66tFixZp0qRJmjVrlsxms1q1aqXIyEgFBAQUUXoAAOBqTJbi9sgMF5H5FIAmTZoYmgNA0YmPj1doaGixexIRAOfh+33xw38TwLlMJlOxq3WK81MXi+PfF1DS5fa9Pk8ruiTp+vXr2rp1q81PDtu2bStfX998hwQAAEDeUZcBAADYylOja8WKFfrXv/6llJQUa1faZDLJx8dH48aN05NPPumUkAAAALBFXQYAAJCVw42uDRs26I033lD16tU1evRo1a1bV5J0+PBhff755/rHP/6h8uXLq0OHDk4LCwAAAOoyAACA7Djc6Pr0009Vp04dLV++XOXKlbOOt2nTRr169VLfvn01d+5cCioAAAAnoy4DAACwz83RAw8dOqTHH3/cppjK5Ovrq549e+rQoUOFGg4AAABZUZcBAADY53CjKzcmk6mwLgUAAIACoC4DAACllcONrpCQEK1atUopKSlZ5pKTk7Vq1SqFhoYWajgAAABkRV0GAABgn8N7dA0ZMkQjR47U448/rvDwcNWpU0eSdOTIES1atEgnT57Uxx9/7LSgAAAAuI26DAAAwD6HG10PPfSQ3njjDb333nv65z//aV0Sb7FYVLZsWb3xxht66KGHnBYUAAAAt1GXAQAA2Odwo0uSBgwYoO7du2vLli06ffq0JKl69eq67777dMcddzglIAAAALKiLgNgFPYBdFxAQIDREYBSJ0+NLkny8/NTly5dnJEFAAAAeUBdBqCoWSwWoyNkER8fr9DQ0GKZDUDRy3Oj6/Tp04qJidHFixfVvXt3VatWTWlpabp48aIqVKggT09PZ+QEAADAX1CXAQAA2MpTo+vdd99VVFSUMjIyZDKZ1KRJE2tB9eijj2r06NEaNGiQk6ICAAAgE3UZAABAVm6OHrh06VLNmzdP/fv31/z5822Whfr6+qpDhw7atGmTU0ICAADgD9RlAAAA9jm8omvJkiV6+OGHFRkZqUuXLmWZDwkJ0Y4dOwo1HAAAALKiLgMAALDP4RVdx48fV9u2bbOdDwgIsFtoAQAAoHBRlwEAANjncKPLy8tLN27cyHb+7Nmz8vPzK5RQAAAAyB51GQAAgH0ON7oaN26s77//3u5camqqVq9erWbNmhVaMAAAANhHXQYAAGCfw42uiIgIxcbG6rXXXlN8fLwk6eLFi/rf//6ngQMH6vz58xo8eLDTggIAAOA26jIAAAD7HN6Mvm3btnrzzTc1ceJEffvtt5KkMWPGSJI8PDz0z3/+U02bNnVOSgAAAFhRlwEAANjncKNLkvr27asOHTpozZo1Onr0qCwWi2rWrKkuXbqoUqVKzsoIAACAv6AuAwAAyCpPjS5JCgoK0sCBA52RBQAAAHlAXQYAAGDL4T26AAAAAAAAgOLM4RVd4eHhOc6bTCZ5e3urcuXKateunTp27CiTyVTggH919OhRLV26VHv37tXBgweVmpqqDRs2qFq1anaPX7FihebPn6/Tp0+rSpUqCg8P14ABA7Icd/78eU2aNElbtmyR2WxW69atNX78eFWvXr3QPwcAAICCKC51GQAAQHHjcKPr9OnTunnzppKSkiRJfn5+kqSrV69KkgIDA2U2m/Xjjz9q2bJlatasmebOnSsfH59CDRwbG6tFixapTp06qlOnjg4ePJjtsUuXLtWECRPUuXNnPfvss9q5c6fefvttpaam2jyJKDk5WeHh4UpOTtbw4cNVpkwZRUVFKTw8XF999ZXuvPPOQv0cAAAACqK41GUAAADFjcO3Li5cuFDe3t6KiIjQ1q1b9fPPP+vnn3/W1q1bNXjwYJUtW1Zffvmltm3bpkGDBmnXrl2aOXNmoQfu0KGDduzYoW+//VY9evTI9ribN29q2rRp6tixo6ZPn64+ffpo6tSp6t69u2bMmKFr165Zj12yZIlOnDihOXPmaMiQIRo0aJDmzZun8+fPKyoqqtA/BwAAgIIoLnUZAABAceNwo2vy5Mlq1qyZXnvtNQUGBlrHAwMDNWbMGDVp0kSTJ0+Wv7+/xo4dqwcffFDr1q0r9MD+/v7y9fXN9bjt27fr8uXL6t+/v834gAEDlJycrJ9++sk6tnbtWjVp0kT169e3jtWpU0dt2rTRd999V3jhAQAACkFxqcsAAACKG4cbXdu2bVOLFi2ynW/RooW2bdtmfd2mTRudO3euYOkKIPOWxoYNG9qMN2jQQG5ubtZ5s9ms+Pj4LMdJUqNGjXT8+HHduHHD+YEBAAAcVNLqMgAAgKLi8B5d0u2N4HOas1gs1tdubm7y9vbOf7ICSkxMlKenp/z9/W3GM8cuXLggSbp8+bLS0tIUFBSU5RpBQUGyWCxKTExUcHBwnjNkZGQoPj4+X/kBlDwpKSmSxNc9UIpkZGTI3d3dkI9dkuoyAACAouLwiq62bdsqOjpa//nPf7LMffvtt1q6dKnuu+8+69jBgwdVtWrVHK9pNpuVmprq0K+8unnzpjw8POzOeXl5Wa+Z+bunp6fd4zKvBQAAUFw4oy4DAABwBQ6v6Bo3bpz27t2rV199VVOmTFGNGjUkSSdOnFBiYqKCgoI0duxYSbebR2fOnFHPnj1zvOaOHTtyfTx2ppiYGJs9KHLj7e2ttLQ0u3OpqanWJlbm7/aOzWyC5fcnoO7u7goJCcnXuQBKnsyVXHzdA6VHbGysIR/XGXUZAACAK3C40VW1alWtXr1ac+bM0Q8//KA9e/ZYx7t166ahQ4cqICBA0u3m0cKFC3O9Zu3atTV58mSHPr4jG9D/WVBQkNLT03X58mWb2xfT0tJ0+fJlVaxYUdLtze09PT2VmJiY5RqJiYkymUx2b2sEAAAwijPqMgAAAFeQpz26/P39NWbMGI0ZMybXYy0Wi3777TdVqFDB7m2B0u1mVK9evfISwWFhYWGSpP3796tdu3bW8f3798tsNlvn3dzcVK9ePe3fvz/LNfbu3asaNWqobNmyTskIAACQX4VdlwEAALgCh/foyqvff/9dHTt21K5du5z1IXLUunVr+fv7a8mSJTbj0dHR8vHx0d/+9jfrWKdOnRQbG2t9EqN0exPXbdu2qXPnzkWWGQAAwBmMrssAAACKSp5WdOXVn5/2U1iuXbumRYsWSfpjX4zFixfrjjvuUJUqVaz7T3h7e+vFF1/U22+/rdGjR6tdu3bauXOnvv76a7366qvy8/OzXrN///5asWKFhg0bpmeffVbu7u6KiopSUFCQBg0aVOifAwAAQFFzRl0GAABQ3Di10eUMV65c0fTp023G5s+fL0lq2bKlzUarAwYMkIeHh+bPn68NGzaocuXKioyMzLIBvq+vrxYtWqRJkyZp1qxZMpvNatWqlSIjI637WwAAAAAAAKB4K3GNrmrVqlmfbOaIPn36qE+fPrked9ddd+mjjz4qSDQAAAAAAAAYyGl7dAEAAAAAAABFiUYXAAAAAAAAXAKNLgAAAAAAALgEGl0AAAAAAABwCTS6AAAAAAAA4BKc9tTFO++8UwsXLlRYWJizPgQAAAAcQF0GAABKizw3uo4fP64TJ07o0qVLdud79uwpSfLw8FDLli0LFA4AAADZoy4DAACw5XCj6+LFixo7dqy2bt0qSbJYLFmOMZlM1oIKAAAAzkFdBgAAYJ/Dja63335bW7duVb9+/dS6dWv5+/s7MRYAAACyQ10GAABgn8ONrq1bt+qpp57SP/7xD2fmAQAAQC6oywAAAOxz+KmLZrNZoaGhzswCAAAAB1CXAQAA2Odwo6tFixY6dOiQM7MAAADAAdRlAAAA9jnc6Bo3bpy+//57rV271pl5AAAAkAvqMgAAAPuy3aMrPDw8y1i5cuX097//XRUrVlT16tXl5mbbJzOZTFqwYEHhpwQAACjFqMsAAAAck22j6/Tp03bHK1euLEk6e/ascxIBAADABnUZAACAY7JtdG3cuLEocwAAACAb1GUAAACOcXiPLgAAAAAAAKA4c7jRdfDgQS1evDjb+cWLFysuLq5QQgEAACB71GUAAAD2OdzomjFjhn744Yds53/66SfNnDmzMDIBAAAgB9RlAAAA9jnc6Nq3b5/uvffebOfvvfde7d27t1BCAQAAIHvUZQBwW6dOnRQWFiZJcnNzU6dOnQxOBMBoDje6Ll26JH9//2zn/fz8dOnSpcLIBAAAgBxQlwHA7SbXunXrdMcdd0iS/P39tW7dOppdQCmX7VMX/6p8+fI6fPhwtvO//vqr7rzzzkIJBQAAgOxRlwFwBQ0bNtSBAwcKfJ2rV69KkrXBv27dOplMpnxfr0GDBtq/f3+BcwEwhsMrutq2basvvvjCblF15MgRffnll2rbtm2hhgMAAEBWxakuu3r1qt544w21bt1aTZo0UXh4uMMb4Y8bN04hISFZfvXp08fJqQEUB/v375fFYsn3r5wU5Lo0uYCSzeEVXSNGjNC6devUu3dvPfHEE9b7oOPi4vTll1/Kw8NDzz//vNOCAgAA4LbiUpeZzWYNGzZMv/76qwYPHqyAgAAtWbJEAwcO1MqVKxUcHJzrNcqWLau33nrLZiwwMNBZkQEAgItzuNEVHBysqKgojR8/XkuWLLGZq1u3riZNmqSaNWsWdj4AAAD8RXGpy9asWaPdu3dr5syZeuihhyRJXbp0UadOnTRjxgxNnTo112uUKVNGPXr0cHZUAABQSjjc6JKkRo0a6dtvv1VcXJyOHz8uSapVq5ZCQ0OdkQ0AAADZKA512dq1a1WxYkV17NjROhYYGKguXbro22+/VXp6ujw8PHK9TkZGhm7cuCFfX19nxgUAAKWAw42uHTt2qE6dOgoMDFRYWJh1iXympKQkJSQk5PioawAAABRccanL4uLi1KBBgyybPjdq1EjLli3TyZMnVadOnRyvkZycrObNm+vGjRvy9/dXz5499fLLL8vLy8uZ0QG4IJPJlOveXQBcn8ONrvDwcE2dOlXdu3e3O79t2za98sorDm8+CgAAgPwpLnVZYmKiWrdunWW8YsWKkqQLFy7k2OgKCgrSkCFDFBYWJrPZrE2bNikqKkoJCQn69NNP850rIyND8fHx+T4fQMn05yYX7wGA68rIyJC7u3u28w43unLrjGdkZMjNzeGHOAIAACCfnFGXmc1mpaenO3Rs5mqrmzdvytPTM8t85tjNmzdzvM4rr7xi87pbt26qVKmS5s2bpy1btui+++5zKA8AAECmPO3R9ddl6X+2e/duBQQEFDgQAAAAclfYddmOHTsUHh7u0LExMTEKDAyUt7e30tLSssxnjnl7e+cpgyQNHjxY8+bNU0xMTL4bXe7u7goJCcnXuQBcA+8BgOuKjY3NcT7HRteCBQu0cOFC6+tJkyZp2rRpWY67evWqrl+/rieeeCJ/KQEAAJAjZ9dltWvX1uTJkx06NnPT+KCgIF24cCHLfOZY5i2MeVGhQgV5eHjoypUreT4XAAAgx0aXn5+fqlSpIkk6c+aM/P39Vb58eZtjTCaT6tatqyZNmmjQoEFOCwoAAFCaObsuCwoKUq9evfJ0TmhoqHbv3i2LxWKzwmzv3r3y8fFRcHBwnq4nSefOnVN6eroCAwPzfC4AAECOja7HH39cjz/+uCSpQ4cOeuWVV2weHw0AAICiURzrss6dO2vt2rXasGGDHnroIUm3n/i4Zs0adezYUR4eHtZjT548KUnW5ldqaqrS09Otq8MyzZo1S5LUrl27ovgUAACAi3F4j66NGzc6MwcAAAAcVFzqsk6dOqlJkyYaM2aMBg8erICAAEVHR8tsNmvUqFE2x2auMMvMnpiYqMcff1zdunVT7dq1rU9djImJUdeuXXXvvfcW9acDAABcQJ42owcAAAAyubu7a86cOZo6daoWLVqk1NRUNWrUSFOmTFGNGjVyPNfPz08PPvigtmzZolWrVslsNqtmzZoaN26cw5viAwAA/FWeGl27du3SnDlztGfPHl29ejXLo61NJpMOHjxYqAEBAACQVXGpy+68805NnDhREydOzPG4v65C8/Pz07vvvuvMaAAAoBRyc/TAHTt26JlnntGePXt0zz33yGw2q1WrVmrUqJEsFovq1q2rHj16ODMrABRb0dHR6t69uySpYcOGio6ONjgRAFdGXQYAAGCfwyu6Zs+eraCgIH355ZeSpLZt2+q5555TmzZttHnzZr344ouaMGGC04ICQHEVHR2t/v37W18fOHDA+rpfv35GxQLgwqjLAAAA7HN4RdfevXvVu3dvBQYGys3t9mmZS+TbtWunHj16aPr06c5JCQDF2J+bXI6MA0BBUZcBAADY53CjKy0tTZUqVZIkeXp6SpKSk5Ot82FhYTpw4EAhxwMA52vYsKFMJlO+f+WkINdt2LBhEf0NAChpqMsAAADsc7jRFRQUpHPnzkmSfHx85Ofnp19//dU6f+7cOZUpw0McAZQ8+/fvl8ViyfevnBTkuvv37y+ivwEAJQ11GQAAgH0OV0CNGjXS7t27ra/vu+8+LViwQFWrVpXZbNbixYvVuHFjp4QEAADAH6jLAAAA7HN4RVfv3r3l7++vmzdvSpJefvlleXl5ady4cfq///s/eXh46LXXXnNaUAAAANxGXQYAt7m7uysqKkr79u3Txo0b5e7ubnQkAAYzWXK77yYHKSkpiomJkbu7u5o3b6477rijMLOVaLGxsZKkJk2aGJoDgPPltE9XAd5iAZQAxen7PXXZbcXpvwkA56IGA0qn3L7XF2jzBh8fH3Xs2LEglwAAAEAhoC4DAADIw62LAAAAAAAAQHGWpxVd33zzjRYvXqwTJ07o8uXLWeZNJpMOHjxYWNkAAACQDeoyALjNz89P165dk7+/vy5dumR0HAAGc7jRNWvWLH388ccqX768mjZtqjvvvNOZuQAAAJAN6jIA+EOlSpV0/fp1ValShUYXAMcbXUuWLFHLli316aefysPDw5mZAAAAkAPqMgD4w+HDhyVJBw4cMDgJgOLA4T26kpOT1aVLF4opAAAAg1GXAQAA2OdwoyssLEy//fabM7MAAADAAdRlAAAA9jnc6Pr73/+upUuXsqkpAACAwajLAOAP7u7uNr8DKN0c3qOrZcuWmjhxovr06aMmTZqoatWqcnOz7ZOZTCZNmjSp0EMCAADgD9RlAPCHjIwMm98BlG4mi8ViceTAPXv2KCIiQtevX8/+YiaT4uLiCi1cSRYbGytJatKkiaE5ADifyWTKds7Bt1gAJZRR3++py7JHDQaUHtRgQOmU2/d6h1d0TZw4UR4eHpo1a5ZatGghPz+/wsgHAACAPKIuAwAAsM/hRld8fLxGjhypDh06ODMPAAAAckFdBgB/MJlMslgscnNzk9lsNjoOAIM5vBl9+fLleYQ1AABAMUBdBgB/yLxNkSYXACkPja5evXrp66+/1q1bt5yZBwAAALmgLgMAALDP4VsXmzdvrh9++EF9+vRR//79Va1aNbuPb7333nsLNSAAAABsUZcBAADY53Cj69lnn7X++fXXX8/yhAuLxVJqn+4DAABQlKjLAOAPXl5eSk1Nlbe3t27evGl0HAAGc7jRNXnyZGfmAAAAgIOoywDgD6mpqZJEkwuApDw0uh5//HFn5gAAAICDqMsAAADsc3gzegAAAAAAAKA4o9EFAAAAAAAAl0CjCwAAAAAAAC6BRhcAAAAAoETjIR0AMtHoAgAAAACUaOPHjzc6AoBigkYXAAAAAKDEeuqpp7R9+3aNGDHC6CgAioEyRgcAAAAAACC/li5dqqVLlxodA0AxkadG15kzZ7R8+XIdP35cly9flsVisZk3mUxasGBBoQYEAABAVtRlAAAAWTnc6NqwYYNGjx6tW7duydfXV35+fs7MBQAAgGxQlwEAANjncKPrvffeU+XKlTVjxgyFhIQ4MxMAAAByQF0GALe999576tatmyQpJCRE77//vl599VWDUwEwksOb0Z85c0YDBw6kmAIAADAYdRkA3PbXphZNLgAOr+iqVq2a0tLSnJkFAAAADqAuA4A/hIaGGh0BQDHi8IquZ555RitWrFBKSooz8wAAACAX1GUAII0cOTJP4wBKB4dXdPXt21fXr19Xt27d1LNnT1WtWlXu7u5ZjuvZs2dh5gMAAMBfUJcBgDR79myVKVNGt27dso6VKVNGs2fP1scff2xgMgBGcrjRdfHiRX3//fc6e/asZs2aZfcYk8lEQQUAAOBk1GUAIGuD66mnntJLL72kqKgoffLJJwanAmA0hxtdEyZM0L59+zRo0CC1aNGCx1gDAAAYhLoMAG5zd3fX0qVLtXTpUuvrjIwMg1MBMJLDja6YmBiFh4dr7NixzswDAACAXFCXAcBtGRkZKl++vBYuXKjBgwfr/PnzRkcCYDCHG12enp4KDg52ZhYAAAA4gLoMAP5w5coVPfroo/Lw8DA6CoBiwOGnLj744IPaunWrM7MAAADAAdRlAPAHHx8fSZKvr6/BSQAUBw43usaNG6fffvtN77zzjk6ePCmLxeLMXAAAAMgGdRkA3Obm5qarV69Kki5duiQ3N4f/iQvARTl862Lr1q1lMpl04MABLV682O4xJpNJBw8eLLRwAAAAyIq6DACkMmXK6NatW/Lz89OiRYs0aNAgXbp0SWXKOPzPXAAuyOF3gJ49e8pkMjkzCwAAABxAXQYAtzei9/Ly0tWrV9WjRw9JkpeXl9LS0gxOBsBIDje6/vWvfzkzBwAAABxEXQYAksVi0fnz53Xu3DlJUkhIiK5cuSJ/f39jgwEwFGs6AaCQVK1aVb/99puCg4N1/Phxo+MAAAC4NJPJZLepxYpXoHRzuNF19uzZHOdNJpO8vLwUEBDAGwuAUunMmTOSRJMLgNNRlwGAbB7E8Y9//ENvv/12lnEApY/Dja4OHTo4VCh5e3urTZs2evHFFxUaGlqgcAAAAMiKugwAbGU2uQDA4UbXCy+8oB9++EFxcXFq166datWqJUk6evSotmzZovr16+vee+/VsWPH9OOPPyomJkaLFy9W/fr1nRYeAACgNKIuA4DbAgMD9cEHH6h58+ZKTExU7969lZSUZHQsAAZyuNFVp04dLV68WKtXr1bdunVt5uLj4xUeHq4hQ4Zo7NixOnTokPr166eZM2dq5syZhR4aAACgNKMuA4DbkpKSNHHiRCUkJCgsLIwmFwC5OXrgv//9bw0YMCBLMSXdfrpF//799cknn0iSQkND1adPH+3cubPwkgIAAEASdRkA/Nnhw4f19ttv68CBA0ZHAVAMONzoOnbsmAIDA7OdL1++vI4dO2Z9XadOHSUnJxcsHQCUIE2aNNGPP/6otm3bGh0FgIujLgMAycvLy/rn119/3e44gNLH4UZXhQoVtH79ertzFotF33//vSpUqGAdS0pKsvuoVwBwVbGxsXrggQe0detWo6MAcHHUZQAgpaWlqVatWoqKitK+ffu0ceNG1apVS2lpaUZHA2Agh/foeuKJJ/Txxx9r2LBhCg8PV82aNSXd/oniwoUL9fPPP2vkyJHW43/44QenPN3n6NGjWrp0qfbu3auDBw8qNTVVGzZsULVq1bIcGxISYvcab775pvr162czdv78eU2aNElbtmyR2WxW69atNX78eFWvXr3QPwcAAICCKC51GQAYqX79+ipbtqyeffZZWSwWmUwmNW/eXD4+PkZHA2AghxtdI0aM0IULF7Rs2TL973//s5mzWCzq06ePnn/+eUlSamqqevbs6ZQn+8TGxmrRokWqU6eO6tSpo4MHD+Z4fLt27fTYY4/ZjN1zzz02r5OTkxUeHq7k5GQNHz5cZcqUUVRUlMLDw/XVV1/pzjvvLPTPAwAAIL+KS10GAEaqWrWq1q1bpzvvvFPXrl3TnXfeqZ07d+qRRx4xOhoAAznc6HJzc9Nbb72lgQMHatOmTTp9+rSk228uHTp00N1332091svLS0899VThp5XUoUMH7dixQ76+voqKisq10VW7dm316NEjx2OWLFmiEydOaOXKldYi8P7771f37t0VFRWl0aNHF1p+AACAgioudVleVtpn55dfftG7776rgwcPytfXV126dNErr7yismXLOiUzANexceNG+fr6ytfXV1evXtWdd96p9PR0bdy40ehoAAzkcKMr0913321TPBW1/OwvcfPmTZlMpmw3JVy7dq2aNGli85POOnXqqE2bNvruu+9odAHIlb+/vy5fvpztawBwBqPrsryutP+ruLg4DRo0SHfffbfGjRunc+fOaf78+Tp9+rRmz57tpNQAXMWtW7e0fPly1a5dW9LtrWu+++47de3a1eBkAIyU50ZXSfPFF19o0aJFslgsqlevnl588UU9/PDD1nmz2az4+Hj17ds3y7mNGjXSli1bdOPGDX6qCCBHf21q0eQCUBrkdaX9X33wwQfy9/fXokWLVK5cOUlStWrV9PrrrysmJkZt2rRxRmwALmTRokXauXOnEhISFBYWpsaNGxsdCYDBHG50hYeH5zhvMpnk7e2typUrq127durYsaNMJlOBAxZE06ZN1bVrV1WrVk2//fabFi5cqJEjR+r9999Xt27dJN3+x2haWpqCgoKynB8UFCSLxaLExEQFBwfn+eNnZGQoPj6+wJ8HgJKL9wDAtWVkZMjd3b3IP25xqcsK8iTH69eva+vWrYqIiLA2uSSpR48emjRpkr777jsaXQByVK5cOUVHR+upp57S559/rqioKH3yySc27ykASh+HG12nT5/WzZs3lZSUJEny8/OTJF29elWSFBgYKLPZrB9//FHLli1Ts2bNNHfu3ByfeGE2m5Wenu7Qx8/utsOcLF261Ob1448/rm7duundd9/Vo48+KpPJpNTUVEmSp6dnth/z5s2bef7YAAAAzuKMuqyoxcfH69atW2rYsKHNuKenp8LCwhQXF2dQMgAlRUBAgCwWi7744gstXbpUHh4e8vHxUUBAgNHRABjI4UbXwoULFR4eroiICEVERCgwMFCSlJSUpE8//VRr167VwoULVa5cOf373//WZ599ppkzZ+q1117L9po7duzI9SeSmWJiYqwfM798fHz01FNP6f3339fRo0dVp04dazMrLS0ty/GZTTBvb+98fTx3d3eFhITkPzCAEsXNzU1ms1nu7u7KyMiQJN4DABcXGxtryMd1Rl1W1BITEyUp21X1Bfm7ZVU9UDqcPXtWkydP1pw5c3Ts2DHVrFlTQ4YM0fjx43kPAFxYbivqHW50TZ48Wc2aNctSIAUGBmrMmDE6f/68Jk+erBkzZmjs2LE6duyY1q1bl2NBVbt2bU2ePNmhj+/r6+to1BxVrlxZknTlyhVJt5fce3p6WoutP0tMTJTJZLJbgAHAn3l6emrOnDlq3ry5EhMT1blzZ7sNdAAoDM6oy5y90v6vMlfMZ7eqnhX1AHJTp04dVapUSStWrJB0e2HDtm3bVKdOHYOTATCSw42ubdu25VgctWjRQu+//771dZs2bbRly5YcrxkUFKRevXo5GqFQnDp1SpKsP/l0c3NTvXr1tH///izH7t27VzVq1GAjegC5SktL06BBg4yOAaCUcEZdVtQr7TNXzGe3qj6/K+olVtUDpcVbb72lAQMGyGKxWMdMJpMWL17MewDgwnJb9Z2npy4ePXo0x7k/v8G4ubkVqEApqKSkpCwF2KVLl7RkyRJVq1ZNNWvWtI536tRJH3zwgQ4ePKj69etLuv35bNu2TUOHDi3K2ABKIJPJZPP+9+dxAHCWwq7LinqlfeaK+exW1VesWLHAHwOAaxs5cqQsFos8PDyUnp4uT09PpaWlaeTIkerXr5/R8QAYxOFGV9u2bRUdHa177rlHjz76qM3ct99+q6VLl6p9+/bWsYMHD6pq1aqFl/T/u3btmhYtWiTpjy7e4sWLdccdd6hKlSrq2bOndWzDhg168MEHVaVKFZ0/f17Lli1TUlKSZs6caXPN/v37a8WKFRo2bJieffZZubu7KyoqSkFBQazQAOAwPz8/Xb16VQEBAbp06ZLRcQC4MGfUZUW90r5evXoqU6aM9u/fr0ceecQ6npaWpri4OHXv3r3IsgAomZKSktSgQQN9+eWXkm7vjdqwYUMdOHDA4GQAjORwo2vcuHHau3evXn31VU2ZMkU1atSQJJ04cUKJiYkKCgrS2LFjJd1ebn7mzBlr06kwXblyRdOnT7cZmz9/viSpZcuW1o/ZtGlT/fLLL1qxYoWuXLkiHx8fNWnSRM8995yaN29uc76vr68WLVqkSZMmadasWTKbzWrVqpUiIyN5YgeAXFksFnXr1k3r1q2TJKWkpKhbt2769ttvDU4GwFUVl7osLxISElS2bFlVqVJFknTHHXeoTZs2Wr16tZ577jmVK1dOkrR69WqlpKSoc+fORsYFUEL897//1Y0bN2xeZ74nAiidTBZ799tk4/Lly5ozZ45++OEHnT59WpJUtWpVtW/fXkOHDqUp9CeZq82aNGliaA4AzmcymdS/f3/t2LFDCQkJCgsL0z333KMlS5bYvaURgOsw8vt9cajL/rrS/scff9TgwYOzrLSXbq+0aNmypfV4STpw4ICeeuop1a1bV08++aTOnTunzz77TK1atdLcuXPzlYkaDCg9TCaTqlatKh8fH2sNdvnyZZ05c4YaDHBhuX2vz1OjC46jyAJKD19fXyUnJ+vOO+/UtWvXdOedd+rSpUsqV66crl+/bnQ8AE5U2r/fnz59Wh07drQ799emlr1GlyTt3LlT7733ng4ePChfX1917dpVL7/8snx8fPKVqbT/NwFKk8warEqVKvrss8/03HPP6fjx49RggIvL7Xt9njajBwBk5eXlpeTkZF25ckWSrPtzeXl5GRkLAJyuWrVqio+Pd+jY7I5r0aKFli5dWpixAJQSNWvW1MmTJ3X27Fl16tRJ0u3booODgw1OBsBIeWp0paSk6NNPP9X3339vXSJfrVo1PfLII4qIiMj3T94AoCRLSkqSj4+P0tLSdOvWLXl4eMjDw0NJSUlGRwPgwqjLAJR2cXFxunnzpvUptCEhIUpPT8/1KbMAXJvDja7Lly9rwIABSkhIUGBgoMLCwiRJx48f18yZM7VmzRotXrxY/v7+zsoKAMVapUqV9Ntvv6lq1aq6cOGC0XEAuDDqMgCQwsLC1LZtW+3atUsWi0Umk0nNmze3vicCKJ0cbnR99NFHOnr0qN544w099dRTcnd3lyRlZGRo2bJleueddzRjxgy9/vrrTgsLAMVVSkqKfHx8ZDabdePGDaWkpBgdCYALoy4DAMnNzU07d+6Uj4+PUlJSVK5cOe3cuVONGjUyOhoAA7k5euDGjRv15JNPasCAAdZiSpLc3d3Vv39/PfHEE1q/fr1TQgJASWEymYyOAKAUoC4DAGnfvn3y9vZWQECA3NzcVKFCBXl7e2vfvn1GRwNgIIcbXRcvXsxxCWj9+vV18eLFQgkFACVNmTJldPHiRVksFp0/f15lyvCsDwDOQ10GALctX75cGzZs0MGDB3Xs2DEtX77c6EgADObwv8QqVKiguLi4bOfj4uJUoUKFQgkFACXNrVu3cnwNAIWJugwAbhsxYoTOnj1r3aOrSpUqRkcCYDCHV3S1b99eX3zxhZYuXSqz2WwdN5vNWrZsmb788kt16NDBKSEBoCTIvG3Rzc3ht1YAyBfqMgC4XXOdOXNGtWvX1oYNG1S/fn2dOXOGWgwo5UwWi8XiyIGXLl3SU089pZMnTyowMFC1atWSJB07dkxJSUkKDg7W0qVLFRAQ4NTAJUVsbKwkqUmTJobmAOB8mQ0ud3d3ZWRkWH+XJAffYgGUUEZ9v6cuyx41GFB6mEwmubm52TT8M19TgwGuK7fv9Q63ugMCAvTll19q2LBh8vf31759+7Rv3z4FBARo2LBh+vLLL0tlMQUAkuTt7a277rpLJpNJ1atXl7e3t9GRALgw6jIAuG327NmqW7eu3Nzc1KBBA82ePdvoSAAM5vCKLuQNP00ESo/MFV1jx45V3759tWnTJr3yyiuSWNEFuDq+3xc//DcBSg83NzcFBAQoKSnJOhYYGKhLly7ZrPIC4FoKbUUXACBnU6ZMUbNmzaxNLgAAADiPj4+PkpKSVKVKFa1du1Y1a9ZUUlKSfHx8jI4GwEAOP3URAGBfuXLllJycbHccAAAAzpGcnKwKFSrot99+U6dOnWQymVShQgVdvHjR6GgADMSKLgAooBs3blgLK5PJpEqVKslkMunGjRtGRwMAAHBpcXFxiouL06FDh2Q2mxUXF2d0JAAGo9EFAAVkNpv12muvKSAgwNrweu2119gbAgAAwMkiIiJyfA2g9KHRBQCFoEKFCvrmm2908OBB7d+/XxUqVDA6EgAAgEtr1KiRvv76a40YMUK///67evTooa+//lqNGjUyOhoAA7FHFwAUUGBgoMaPH6/ff/9dffv21QcffKDx48crMDDQ6GgAAAAua+/evWrcuLE2bdqk++67T9Lt5tfevXsNTgbASKzoAoACmjFjhtzc3Gyeuujm5qYZM2YYHQ0AAMCl7d27V4cOHdKhQ4dksVhocgGg0QUABbV161ZlZGRYb1esVKmSMjIytHXrVoOTAQAAAEDpQqMLAApo7ty56tevnwICAuTm5qYKFSqoX79+mjt3rtHRAAAAXFp0dLS6d++u+vXrq2HDhoqOjjY6EgCDsUcXABRQamqq1q5dKy8vL1ksFiUnJ2vt2rVKTU01OhoAAIDLio6OVmRkpCZMmKDmzZsrMTHR+tTFfv36GZwOgFFY0QUAheDmzZuaOHGi9u7dq/nz5+vmzZtGRwIAAHBpEydO1Lx589S6dWt5eHioffv2mjdvniZOnGh0NAAGotEFAIUgJSVFcXFxSk9P1+7du5WSkmJ0JAAAAJcWFxendu3a2Yy1a9dOcXFxBiUCUBzQ6AKAQhAcHGzz1MXg4GCjIwEAALi0sLAwbd682WZs8+bNCgsLMygRgOKARhcAFFC5cuV0/Phx+fn5SZICAgJ0/PhxlStXzuBkAAAArisyMlIRERHatm2b0tPTtWnTJkVERCgyMtLoaAAMxGb0AFBAN2/elMlkkqenp9zc3OTl5SWTycQ+XQAAAE6UueH8hAkTlJCQoLCwME2cOJGN6IFSjhVdAFBAGRkZevXVVxUQECBJKl++vF599VVlZGQYnAwAAMC19evXT998840OHjyo/fv30+QCQKMLAArDli1bdOLECZnNZh05ckRbtmwxOhIAAIDLGzVqlBo3bqzQ0FB5e3tr1KhRRkcCYDAaXQBQQF5eXtq6das8PDxkMpnk4eGhrVu3ysvLy+hoAAAALmvUqFGaPXu2XnrpJf3yyy+aNGmSZs+eTbMLKOXYowsACig9PV3S7b26LBaLbty4YTMOAACAwjd37lxNmTJFjz76qCTp5ZdfliT93//9nz7++GMjowEwECu6AKCAzGazXnvtNdWuXVtubm4KDQ3Va6+9JrPZbHQ0AAAAl5Wamqrhw4fbjA0fPlypqakGJQJQHNDoAoBCcPr06RxfAwAAoHB5eXlp9uzZNmOzZ89m+wiglKPRBQAFVK5cOUVHR6t58+aKiYnR3/72N0VHR6tcuXJGRwMAAHBZQ4cO1dixY/XZZ58pJSVFH3zwgcaOHauhQ4caHQ2AgdijCwAKKCAgQBaLRV988YWWLl0qDw8P+fj4KCAgwOhoAAAALitzH65p06ZpypQp8vLy0vDhw9mfCyjlWNEFAAV09uxZzZ49W7Vq1ZKbm5vq1aun2bNn6+zZs0ZHAwAAcGkff/yx9u7dq0OHDunmzZs0uQCwogsACiosLEzVqlXTN998I0kKCQnRpk2bFBYWZnAyAAAAAChdaHQBQAFFRkaqb9++8vT01G+//abg4GAlJydr+vTpRkcDAAAAgFKFRhcAFILU1FRdunRJZrNZZ86cUdmyZY2OBAAAAAClDnt0AUABjRkzRj4+Pvr000+1b98+rV27Vj4+PhozZozR0QAAAACgVGFFFwAU0OnTp7Vu3ToFBwdLktq3b6+FCxfqkUceMTgZAAAAAJQurOgCAAAAAACAS6DRBQAFVK1aNT3zzDPatm2b0tPTtWnTJj3zzDOqVq2a0dEAAAAAoFSh0QUABTR16lTdunVLkZGRuueeezR48GDdunVLU6dONToaAAAAAJQqNLoAoID69eun6dOny8fHR5JUrlw5TZ8+Xf369TM4GQAAAACULmxGDwCFoF+/fmrWrJkkKSQkxOA0AAAApUOnTp30/fffy2KxyGQy6eGHH9batWuNjgXAQKzoAgAAAACUOJ06ddK6devUt29fbd++XcOHD9e6devUqVMno6MBMBArugAAAAAAJc7333+vESNGaPTo0ZKkWbNmSZJmz55tZCwABmNFFwAAAACgxLFYLJo8ebLN2OTJk2WxWAxKBKA4oNEFAAAAAChxTCaTxo8fbzM2fvx4mUwmgxIBKA5odAFAIYiOjlb37t1Vv359NWzYUNHR0UZHAgAAcGkPP/ywPvnkE7355pu6cuWKnn/+eX3yySd6+OGHjY4GwEDs0QUABRQdHa3IyEhNmDBBzZs3V2JioiIiIiTdfhojAAAACt/atWvVqVMnLVu2TEuXLpXJZNIjjzzCUxeBUo5GFwAU0MSJEzVv3jxVqVJFktS+fXvNmzdPo0aNotEFAADgRGvXrlV8fLwkKSQkxOA0AIoDbl0EgAKKi4tTu3btbMbatWunuLg4gxIBAAAAQOlEowsACigsLEybN2+2Gdu8ebPCwsIMSgQAAAAApRONLgAooMjISEVERGjbtm1KT0/Xpk2bFBERocjISKOjAQAAAECpwh5dAFBAmftwTZgwQQkJCQoLC9PEiRPZnwsAAAAAihiNLgAoBP369VOzZs0ksREqAAAAABiFWxcBAAAAAADgEmh0AQAAAAAAwCXQ6AKAQhAdHa3u3burfv36atiwoaKjo42OBAAAAAClDnt0AUABRUdHKzIyUhMmTFDz5s2VmJioiIgISWJDegAAAAAoQjS6AKCAJk6cqHnz5qlKlSqSpPbt22vevHkaNWoUjS4ALu3o0aNaunSp9u7dq4MHDyo1NVUbNmxQtWrVHDp/4MCB+vnnn7OMd+3aVdOmTSvsuAAAoBSg0QUABRQXF6d27drp6NGj1rF27dopLi7OwFQA4HyxsbFatGiR6tSpozp16ujgwYN5vkaVKlX097//3WasatWqhZQQAACUNjS6AKCAwsLCtHnzZuuKLknavHmzwsLCDEwFAM7XoUMH7dixQ76+voqKispXo8vPz089evRwQjoAAFAasRk9ABRQZGSkIiIitG3bNqWnp2vTpk2KiIhQZGSk0dEAwKn8/f3l6+tb4OvcunVLycnJhZAIAACUdqzoAoACytyHa8KECUpISFBYWJgmTpzI/lwA4ICEhAQ1adJE6enpCgoK0tNPP61hw4bJzS3/P4/NyMhQfHx8IaYEUJylpKRIEl/3QCmRkZEhd3f3bOdpdAFAIejXr5+aNWsmSQoJCTE4DQCUDNWrV1erVq0UEhKi69ev69tvv9W0adN09uxZvf3220bHAwAAJRCNLgAAAMhsNis9Pd2hY728vArlY06aNMnm9eOPP67Ro0dr+fLlGjRokGrXrp2v67q7u/NDB6AUyVzJxdc9UDrExsbmOE+jCwAAANqxY4fCw8MdOjYmJkaBgYFOyTF48GCtWbNG27dvz3ejCwAAlF40ugAAAKDatWtr8uTJDh1bGBvQZ+euu+6SJF25csVpHwMAALguGl0AAABQUFCQevXqZXQMnTp1SpKctmIMAAC4tvw/zgYAAABwUEJCgs6ePWt9ff36daWlpdkck5GRoX//+99yc3NTmzZtijoiAABwAazoAgAAQL5cu3ZNixYtkvTHxrCLFy/WHXfcoSpVqqhnz57WY7t27aqWLVtajz9w4IBeeeUVdevWTcHBwUpJSdF3332n/fv3a+jQoapevXpRfzoAAMAF0OgCAABAvly5ckXTp0+3GZs/f74kqWXLljaNrr+qUqWKmjVrpnXr1unixYtyc3NT3bp19a9//UuPP/64M2MDAAAXRqMLAAAA+VKtWjXFx8c7dOxfj6tevbo++ugjZ8QCAAClGHt0AQAAAAAAwCXQ6AIAAAAAAIBLoNEFAIUgOjpa3bt3V/369dWwYUNFR0cbHQkAAMDlUYMB+Cv26AKAAoqOjlZkZKQmTJig5s2bKzExUREREZKkfv36GZwOAADANVGDAbCHFV0AUEATJ07UvHnz1Lp1a3l4eKh9+/aaN2+eJk6caHQ0AAAAl0UNBsAeGl0AUEBxcXFq166dzVi7du0UFxdnUCIAAADXRw0GwB4aXQBQQGFhYdq8ebPN2ObNmxUWFmZQIgAAANdHDQbAHhpdAFBAkZGRioiI0LZt25Senq5NmzYpIiJCkZGRRkcDAABwWdRgAOxhM3oAKKDMzU4nTJighIQEhYWFaeLEiWyCCgAA4ETUYADsodEFAIWgX79+atasmSQpJCTE4DQAAAClAzUYgL/i1kUAAAAAAAC4BBpdAAAAAAAAcAk0ugAAAAAAAOASaHQBAAAAAADAJdDoAgAAAAAAgEug0QUAAAAAAACXUMboAHkVExOjr7/+Wr/88ovOnTunoKAgtWnTRi+++KKCgoKyHL9hwwbNmDFDR44cUfny5dW7d28NHz5cZcrYfupXr17Vu+++q++//143b95U48aNNX78eIWFhRXVpwYAAAAAAIACKHGNrnfffVdXrlxR586dVbNmTZ06dUqff/65Nm3apNWrV6t8+fLWY3/88Ue98MILat26td544w39+uuvmjlzpi5duqQ33njDepzZbNawYcP066+/avDgwQoICNCSJUs0cOBArVy5UsHBwUZ8qgAAAAAAAMiDEtfoGj9+vJo3by43tz/uurz//vv19NNPa8mSJRo1apR1fOrUqapfv77mzZsnd3d3SVK5cuU0Z84cDRw4UDVr1pQkrVmzRrt379bMmTP10EMPSZK6dOmiTp06acaMGZo6dWrRfYIAAAAAAADIlxK3R9e9995r0+TKHPP391dCQoJ17MiRIzpy5Ij69u1rbXJJUv/+/WU2m7Vu3Trr2Nq1a1WxYkV17NjROhYYGKguXbpo/fr1Sk9Pd+JnBAAAAAAAgMJQ4hpd9iQnJys5OVkBAQHWsYMHD0qSGjZsaHNspUqVdNddd1nnJSkuLk4NGjSQyWSyObZRo0ZKTk7WyZMnnZgeAAAAAAAAhaHE3bpoz4IFC5Senq4uXbpYxxITEyXJ7gb1QUFBunDhgs2xrVu3znJcxYoVJUkXLlxQnTp18pwrIyND8fHxeT4PQMmUkpIiSXzdA6VIRkaGzcpxAAAAGMvQRpfZbHb4tkAvLy+74zt27NDMmTPVrVs3tWzZ0jp+8+ZNSZKnp6fda924ccPmWHvHZY5lXgsAAAAAAADFl6GNrh07dig8PNyhY2NiYhQYGGgzlpCQoJEjRyokJET//Oc/bea8vb0lSWlpaVmulZqaap3PPNbecZljfz42L9zd3RUSEpKvcwGUPJkrufi6B0qP2NhYoyMAAADgTwxtdNWuXVuTJ0926FhfX1+b17/99psiIiJ0xx13aM6cOfLx8bGZz7xlMTEx0XoLYqbExEQ1bdrU5tg/38qYKXPsr+cDAAAAAACg+DG00RUUFKRevXrl+bxLly5p8ODBSktL04IFC1ShQoUsx4SFhUmS9u/frwYNGljHz58/r3PnzlnnJSk0NFS7d++WxWKx2ZB+79698vHxUXBwcJ4zAgAAAAAAoGiVuM3oU1JSNGzYMJ0/f14LFy5UjRo17B5Xt25d1a5dW8uWLVPv3r2tG8VGR0fLzc1NjzzyiPXYzp07a+3atdqwYYMeeughSVJSUpLWrFmjjh07ysPDI885MzIyJHFLA1Ca8HUPlD6ZX/coPngvBkofvu6B0iW3+qvENbpeffVV7d27V0888YQSEhKUkJBgnatQoYLuu+8+6+sxY8ZoxIgRioiIUNeuXfXrr79q8eLF6tu3r2rVqmU9rlOnTmrSpInGjBmjwYMHKyAgQNHR0TKbzRo1alSRfn4ASi6evAYAAFD0qMEA/JnJYrFYjA6RFx06dNCZM2fszrVs2VKLFi2yGVu/fr1mzJihhIQEBQYG6oknntDzzz+vMmVse3xXrlzR1KlTtX79eqWmpur/tXOHOIqEURRGX0+QhA2wgBIEzWaQLIKVYHC1AywCjUGQYAkaFoBldCeg6Mw/3D5Hlrry5UtVTafTWi6X3z57BAAAAOD/9XGhCwAAAACe+dN6AAAAAAD8BKELAAAAgAhCFwAAAAARhC4AAAAAIghdAAAAAEQQugAAAACIIHQBAAAAEEHoAgAAACCC0AUAAABABKELAAAAgAhCFwAAAAARBq0HAHy62+1Wfd/X8Xis0+lU9/u9+r6v2WzWehoAQCT3F/CKN7oA3nS5XGq9Xtf1eq2u61rPAQCI5/4CXhG6AN40mUxqv9/XdrutxWLReg4AQDz3F/CKTxcB3jQcDltPAAD4VdxfwCve6AIAAAAggtAFAAAAQAShCwAAAIAIQhcAAAAAEYQuAAAAACIIXQAAAABEELoAAAAAiDBoPQAgwWq1qqqq8/lcVVWbzaYOh0ONRqOaz+ctpwEARHJ/Ac98PR6PR+sRAJ+u67qnz8fjce12u3+8BgAgn/sLeEboAgAAACCCf3QBAAAAEEHoAgAAACCC0AUAAABABKELAAAAgAhCFwAAAAARhC4AAAAAIghdAAAAAEQQugAAAACIIHQBAAAAEEHoAgAAACDCXymHsh2YQWS9AAAAAElFTkSuQmCC\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "rgi_reg='11'\n", "rgi_reg_int = 11\n", "plt.figure(figsize=(20,20))\n", "#for rgi_reg_int, rgi_reg in enumerate(np.arange(1,):\n", "#plt.subplot(6,2,rgi_reg_int)\n", "plt.subplot(221)\n", "fd = '/home/www/oggm/gdirs/oggm_v1.4/L3-L5_files/CRU/elev_bands/qc0/pcp2.5/match_geod_pergla/RGI62/b_080/L5/summary/'\n", "pd_test = pd.read_csv(fd + f'fixed_geometry_mass_balance_{rgi_reg}.csv'.format(rgi_reg), index_col=0, low_memory=False)\n", "pd_geodetic_running_reg = pd_geodetic_running[pd_geodetic_running.reg == rgi_reg_int]\n", "all_running_rgis_reg = pd_working.loc[pd_working.rgi_reg==rgi_reg_int]['all_running_rgis'].dropna().index\n", "\n", "\n", "plt.boxplot(pd_test.loc[2000:,all_running_rgis_reg].mean()-pd_geodetic_running_reg.loc[all_running_rgis_reg].dmdtda *1e3)\n", "#plt.xlabel('oggm SMB match_geod')\n", "#plt.ylabel('geodetic SMB')\n", "plt.ylabel('oggm match_geod - geodetic SMB')\n", "plt.title('old: {}'.format(rgi_reg))\n", " \n", "plt.subplot(222)\n", "fd = '/home/www/oggm/gdirs/oggm_v1.6/L3-L5_files/CRU/elev_bands/qc0/pcp2.5/match_geod_pergla/RGI62/b_080/L5/summary/'\n", "pd_test = pd.read_csv(fd + f'fixed_geometry_mass_balance_{rgi_reg}.csv'.format(rgi_reg), index_col=0, low_memory=False)\n", "pd_geodetic_running_reg = pd_geodetic_running[pd_geodetic_running.reg == rgi_reg_int]\n", "all_running_rgis_reg = pd_working.loc[pd_working.rgi_reg==rgi_reg_int]['all_running_rgis'].dropna().index\n", "\n", "\n", "plt.boxplot(pd_test.loc[2000:,all_running_rgis_reg].mean()-pd_geodetic_running_reg.loc[all_running_rgis_reg].dmdtda *1e3)\n", "#plt.xlabel('oggm SMB match_geod')\n", "#plt.ylabel('geodetic SMB')\n", "plt.ylabel('oggm match_geod - geodetic SMB')\n", "plt.title('new: {}'.format(rgi_reg))\n", "\n", "#\n", "plt.subplot(223)\n", "\n", "rgi_reg='05'\n", "rgi_reg_int = 5\n", "#for rgi_reg_int, rgi_reg in enumerate(np.arange(1,):\n", "#plt.subplot(6,2,rgi_reg_int)\n", "fd = '/home/www/oggm/gdirs/oggm_v1.4/L3-L5_files/CRU/elev_bands/qc0/pcp2.5/match_geod_pergla/RGI62/b_080/L5/summary/'\n", "pd_test = pd.read_csv(fd + f'fixed_geometry_mass_balance_{rgi_reg}.csv'.format(rgi_reg), index_col=0, low_memory=False)\n", "pd_geodetic_running_reg = pd_geodetic_running[pd_geodetic_running.reg == rgi_reg_int]\n", "all_running_rgis_reg = pd_working.loc[pd_working.rgi_reg==rgi_reg_int]['all_running_rgis'].dropna().index\n", "\n", "\n", "plt.boxplot(pd_test.loc[2000:,all_running_rgis_reg].mean()-pd_geodetic_running_reg.loc[all_running_rgis_reg].dmdtda *1e3)\n", "#plt.xlabel('oggm SMB match_geod')\n", "#plt.ylabel('geodetic SMB')\n", "plt.ylabel('oggm match_geod - geodetic SMB')\n", "plt.title('old: {}'.format(rgi_reg))\n", "\n", "#\n", "plt.subplot(224)\n", "\n", "rgi_reg='05'\n", "rgi_reg_int = 5\n", "#for rgi_reg_int, rgi_reg in enumerate(np.arange(1,):\n", "#plt.subplot(6,2,rgi_reg_int)\n", "fd = '/home/www/oggm/gdirs/oggm_v1.6/L3-L5_files/CRU/elev_bands/qc0/pcp2.5/match_geod_pergla/RGI62/b_080/L5/summary/'\n", "pd_test = pd.read_csv(fd + f'fixed_geometry_mass_balance_{rgi_reg}.csv'.format(rgi_reg), index_col=0, low_memory=False)\n", "pd_geodetic_running_reg = pd_geodetic_running[pd_geodetic_running.reg == rgi_reg_int]\n", "all_running_rgis_reg = pd_working.loc[pd_working.rgi_reg==rgi_reg_int]['all_running_rgis'].dropna().index\n", "\n", "\n", "plt.boxplot(pd_test.loc[2000:,all_running_rgis_reg].mean()-pd_geodetic_running_reg.loc[all_running_rgis_reg].dmdtda *1e3)\n", "#plt.xlabel('oggm SMB match_geod')\n", "#plt.ylabel('geodetic SMB')\n", "plt.ylabel('oggm match_geod - geodetic SMB')\n", "plt.title('new: {}'.format(rgi_reg))\n", "\n" ] }, { "cell_type": "markdown", "id": "4d18d818-ce5f-40d6-a96e-f7f795b4ead3", "metadata": {}, "source": [ "- the problem from the old preprocessed gdirs from oggm_v1.4 is solved in the new preprocessed gdirs (oggm_v1.6)!" ] }, { "cell_type": "code", "execution_count": null, "id": "f1ccb7b0-e0f0-462f-bc5c-63e1bea4ac33", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": 85, "id": "ee243e76-8a3c-4cd3-babb-7c201a2aa936", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.0, 'W5E5: variable prcp. fac 05')" ] }, "execution_count": 85, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(20,10))\n", "plt.subplot(121)\n", "rgi_reg='05'\n", "rgi_reg_int = 5\n", "#for rgi_reg_int, rgi_reg in enumerate(np.arange(1,):\n", "#plt.subplot(6,2,rgi_reg_int)\n", "fd = '/home/www/fmaussion/runs/new_gdirs/oggm_v1.6/L3-L5_files/GSWP3_W5E5/elev_bands/qc0/match_geod_pergla_2.6/RGI62/b_160/L5/summary/'\n", "pd_test = pd.read_csv(fd + f'fixed_geometry_mass_balance_{rgi_reg}.csv'.format(rgi_reg), index_col=0, low_memory=False)\n", "pd_geodetic_running_reg = pd_geodetic_running[pd_geodetic_running.reg == rgi_reg_int]\n", "all_running_rgis_reg = pd_working.loc[pd_working.rgi_reg==rgi_reg_int]['all_running_rgis'].dropna().index\n", "\n", "\n", "plt.boxplot(pd_test.loc[2000:,all_running_rgis_reg].mean()-pd_geodetic_running_reg.loc[all_running_rgis_reg].dmdtda *1e3)\n", "#plt.xlabel('oggm SMB match_geod')\n", "#plt.ylabel('geodetic SMB')\n", "plt.ylabel('oggm match_geod - geodetic SMB')\n", "plt.title('W5E5: cte prcp. fac {}'.format(rgi_reg))\n", "\n", "plt.subplot(122)\n", "rgi_reg='05'\n", "rgi_reg_int = 5\n", "#for rgi_reg_int, rgi_reg in enumerate(np.arange(1,):\n", "#plt.subplot(6,2,rgi_reg_int)\n", "fd = '/home/www/fmaussion/runs/new_gdirs/oggm_v1.6/L3-L5_files/GSWP3_W5E5/elev_bands/qc0/match_geod_pergla_winterprcp/RGI62/b_160/L5/summary/'\n", "pd_test = pd.read_csv(fd + f'fixed_geometry_mass_balance_{rgi_reg}.csv'.format(rgi_reg), index_col=0, low_memory=False)\n", "pd_geodetic_running_reg = pd_geodetic_running[pd_geodetic_running.reg == rgi_reg_int]\n", "all_running_rgis_reg = pd_working.loc[pd_working.rgi_reg==rgi_reg_int]['all_running_rgis'].dropna().index\n", "\n", "\n", "plt.boxplot(pd_test.loc[2000:,all_running_rgis_reg].mean()-pd_geodetic_running_reg.loc[all_running_rgis_reg].dmdtda *1e3)\n", "#plt.xlabel('oggm SMB match_geod')\n", "#plt.ylabel('geodetic SMB')\n", "plt.ylabel('oggm match_geod - geodetic SMB')\n", "plt.title('W5E5: variable prcp. fac {}'.format(rgi_reg))" ] }, { "cell_type": "code", "execution_count": null, "id": "66c61087-2487-4341-ba52-ac45638c557f", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "markdown", "id": "ca963401-a6ea-4539-8547-481c7a23dcbf", "metadata": {}, "source": [ "# Appendix" ] }, { "cell_type": "markdown", "id": "37ae34f4-814c-4e1f-97e2-54b5addc7875", "metadata": {}, "source": [ "## New vs old wrong `match_geod_pergla` calibration!\n", "- How different is it for the historical projections?is\n" ] }, { "cell_type": "code", "execution_count": 25, "id": "e9ccada2-1bb9-452d-b21d-6c4c6394bcfe", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "missing combination options:\n" ] } ], "source": [ "rgi_reg = 'all_without_19'\n", "pcps = ['pcp2.5']\n", "clims = ['CRU']\n", "dvol_wrong = {}\n", "print('missing combination options:')\n", "for qc in ['qc0']:\n", " for exp in ['elev_bands']: #, 'centerlines']:\n", " for match in ['match_geod_pergla', 'match_geod_pergla_massredis']: # \n", " for pcp, clim in zip(pcps, clims):\n", " if qc == 'qc0':\n", " border = 80\n", " else:\n", " border = 160\n", " dict_key = f'{exp}_{pcp}_{clim}_{match}_{qc}_b{border}_rgi_{rgi_reg}'\n", " try:\n", " # todo remove this, when all preprocessed gdirs are inside of main oggm \n", " #if 'match_geod_pergla' in match:\n", " # path = '/home/www/oggm/gdirs/oggm_v1.4/'\n", " #else:\n", " # take the wrong preprocessed gdirs just a s a comparison\n", " path = '/home/www/oggm/gdirs/oggm_v1.4/'\n", " \n", " fd = f'{path}/L3-L5_files/{clim}/{exp}/{qc}/{pcp}/{match}/RGI62/b_{border:03d}/L5/summary/'\n", " fs = glob.glob(fd+'historical_run_output_extended*.nc')\n", "\n", " if rgi_reg == 'all_without_19':\n", " for f in fs:\n", " if 'output_extended_19' in f:\n", " fs.remove(f)\n", " assert len(fs) == 18\n", " elif rgi_reg == 'all':\n", " assert len(fs) == 19\n", " else:\n", " for f in fs:\n", " if f'output_extended_{rgi_reg}' in f:\n", " fs = [f]\n", " break\n", " assert len(fs) == 1\n", "\n", " df = []\n", " for f in fs:\n", " ds = xr.open_dataset(f)\n", " df.append(ds)\n", " df = xr.concat(df, dim='rgi_id', fill_value=np.NaN)\n", " dvol_wrong[dict_key] = df.sel(rgi_id=all_running_rgis).volume.sum(dim='rgi_id')\n", " # do not remove those glaciers that do not work (just for comparison!!!)\n", " except:\n", " print(dict_key)\n", "\n" ] }, { "cell_type": "code", "execution_count": 26, "id": "aff35ecb-b9f7-475d-aec2-e1d27236e212", "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.rc('font', size=18)\n", "plt.figure(figsize=(26,14))\n", "alpha = 1\n", "for match in ['match_geod_pergla', 'match_geod_pergla_massredis']: # \n", " for pcp, clim in zip(pcps, clims):\n", " for qc in ['qc0']: #, 'qc3']:\n", " if qc == 'qc0':\n", " border = 80\n", " alpha_min = 0\n", "\n", " else:\n", " border = 160\n", " alpha_min = 0.5\n", "\n", " if clim == 'CRU':\n", " ls = '--'\n", " else:\n", " ls = '-'\n", " if qc=='qc3' and 'match_geod_pergla' in match: # we don't want to look at qc3 and match_geod_pergla \n", " pass\n", " else:\n", " try:\n", " dict_key = f'{exp}_{pcp}_{clim}_{match}_{qc}_b{border}_rgi_{rgi_reg}'\n", " label = f'{exp}_{pcp}_{clim}_{match}_{qc}_b{border}'\n", " plt.plot(dvol[dict_key].time[dvol[dict_key].time>=2000], dvol[dict_key][dvol[dict_key].time>=2000].values/1e9,\n", " label=label,alpha=alpha-alpha_min,\n", " ls=ls, color=colors[match])\n", " label = f'{exp}_{pcp}_{clim}_{match}_{qc}_b{border}_wrong'\n", " plt.plot(dvol_wrong[dict_key].time[dvol[dict_key].time>=2000], dvol_wrong[dict_key][dvol[dict_key].time>=2000].values/1e9,\n", " label=label,alpha=alpha-0.5,\n", " ls=ls, color=colors[match])\n", " except:\n", " print('missing: {}'.format(dict_key))\n", "plt.legend(title = 'new vs wrong calibration')\n", "ax = plt.gca()\n", "plt.xlim([1999.5,2020.5])\n", "plt.xticks(np.arange(2000,2021,2));\n", "plt.ylabel('Global volume (in km3)\\n(without failing glaciers and without RGI 19)', fontsize=20)\n", "plt.xlabel('(hydro) year', fontsize=20);" ] }, { "cell_type": "code", "execution_count": null, "id": "ea4f87d3-e69f-4b58-a13f-a2add980ff57", "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": "3.10.8" } }, "nbformat": 4, "nbformat_minor": 5 }