{ "cells": [ { "cell_type": "markdown", "id": "9a981ba7-9fbd-494d-a2cf-25d0259c9473", "metadata": {}, "source": [ "# Figure 7\n", "\n", "This notebook produces Figure 7 and other auxiliary figures.\n", "\n", "## Get data\n", "\n", "(1) from the Ice Thickness Models Intercomparison eXperiment (ITMIX) data set (Farinotti et al., 2017), available at https://doi.org/10.5905/ethz-1007-92. Redistributed under the CC BY-NC-SA 4.0 License (see the previous link for details).\n", "\n", "Reference: Farinotti, D., Brinkerhoff, D. J., Clarke, G. K. C., Fürst, J. J., Frey, H., Gantayat, P., Gillet-Chaulet, F., Girard, C., Huss, M., Leclercq, P. W., Linsbauer, A., Machguth, H., Martin, C., Maussion, F., Morlighem, M., Mosbeux, C., Pandit, A., Portmann, A., Rabatel, A., …Andreassen, L. M. (2017). How accurate are estimates of glacier ice thickness? Results from ITMIX, the Ice Thickness Models Intercomparison eXperiment. Cryosphere, 11(2), 949–970. https://doi.org/10.5194/tc-11-949-2017" ] }, { "cell_type": "code", "execution_count": 1, "id": "7a91ca36-c996-4547-b6b2-d82a60888518", "metadata": {}, "outputs": [], "source": [ "%%bash\n", "\n", "if [ ! -d ../data/ITMIX/ ]; then\n", " wget -P ../data/ITMIX/ --content-disposition --no-verbose 'http://www.geo.cornell.edu/eas/gstudent/wz278/paperdraft2021/ITMIX_dataset.zip' \n", " unzip ../data/ITMIX/ITMIX_dataset.zip -d ../data/ITMIX/\n", " unzip ../data/ITMIX/01_ITMIX_input_data.zip -d ../data/ITMIX/01_ITMIX_input_data/\n", " unzip ../data/ITMIX/02_ITMIX_results.zip -d ../data/ITMIX/02_ITMIX_results/\n", " unzip ../data/ITMIX/03_ITMIX_measured_thickness.zip -d ../data/ITMIX/03_ITMIX_measured_thickness/\n", " rm -rf ../data/ITMIX/*.zip\n", "fi" ] }, { "cell_type": "markdown", "id": "a7467f7c-2d64-4ad1-a865-02f586473eb3", "metadata": {}, "source": [ "(2) From ITS_LIVE: A NASA MEaSUREs project to provide automated, low latency, global glacier flow and elevation change datasets. Original data available at https://its-live.jpl.nasa.gov/. We use the 2018 speed mosaics.\n", "\n", "References: \n", "\n", "1. Gardner, A. S., M. A. Fahnestock, and T. A. Scambos (2019) [Accessed October 21, 2021]. ITS_LIVE Regional Glacier and Ice Sheet Surface Velocities. Data archived at National Snow and Ice Data Center. https://doi.org/10.5067/6II6VW8LLWJ7\n", "2. Gardner, A. S., G. Moholdt, T. Scambos, M. Fahnstock, S. Ligtenberg, M. van den Broeke, and J. Nilsson (2018). Increased West Antarctic and unchanged East Antarctic ice discharge over the last 7 years, Cryosphere, 12(2), 521–547. https://doi.org/10.5194/tc-12-521-2018" ] }, { "cell_type": "code", "execution_count": 2, "id": "7f811b8b-16ec-467a-9d40-17fda1bb7bda", "metadata": {}, "outputs": [], "source": [ "%%bash\n", "\n", "if [ ! -f ../data/SRA_G0240_2018_v_EPSG32633.tif ]; then\n", " wget http://www.geo.cornell.edu/eas/gstudent/wz278/paperdraft2021/SRA_G0240_2018_v_EPSG32633.tif -P ../data/ --no-verbose\n", "fi" ] }, { "cell_type": "markdown", "id": "8d871ef2-4275-428a-a7c7-13d7baa277ad", "metadata": {}, "source": [ "(3) The flowline shapefile available at `../data/flowline_statpts4_clean_EPSG32633.shp` for flowline vertices, which is included in the data folder.\n", "\n", "## Analysis" ] }, { "cell_type": "code", "execution_count": 3, "id": "7bc13070-52ea-4007-a569-c2f083297a81", "metadata": {}, "outputs": [], "source": [ "import geopandas as gpd\n", "import rasterio as rio\n", "import numpy as np\n", "import pejzero\n", "import matplotlib.pyplot as plt\n", "from matplotlib.colors import LinearSegmentedColormap" ] }, { "cell_type": "markdown", "id": "20350657-a8c9-4537-8cce-0d7b44ba2fe2", "metadata": {}, "source": [ "Here are all file locations:" ] }, { "cell_type": "code", "execution_count": 4, "id": "43bb9963-1b85-46db-9ccc-ca94093a9916", "metadata": {}, "outputs": [], "source": [ "flowline_file = '../data/flowline_statpts4_clean_EPSG32633.shp'\n", "bed_file = '../data/ITMIX/02_ITMIX_results/Farinotti_Austfonna_bedrock.asc'\n", "surface_file = '../data/ITMIX/01_ITMIX_input_data/Austfonna/02_surface_Austfonna_2007_UTM33.asc'\n", "speed_file = '../data/ITMIX/01_ITMIX_input_data/Austfonna/06_speed_Austfonna_1995-1996_UTM33.asc'\n", "speed2018_file = '../data/SRA_G0240_2018_v_EPSG32633.tif'" ] }, { "cell_type": "markdown", "id": "ed521616-43e4-46db-a126-838f041ac2c1", "metadata": {}, "source": [ "### (1) Data ingest\n", "\n", "Sample all the necessary measurements at the vertex locations:" ] }, { "cell_type": "code", "execution_count": 5, "id": "34712b68-54c7-4a9e-ae3c-c149402def59", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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glacier_idgeometrydsbuudiff
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" ], "text/plain": [ " glacier_id geometry \\\n", "0 11 LINESTRING (661744.501 8812864.548, 661772.209... \n", "1 12 LINESTRING (664882.963 8810146.886, 664950.156... \n", "2 13 LINESTRING (669704.623 8810585.218, 669770.209... \n", "3 14 LINESTRING (673035.951 8808972.154, 673095.381... \n", "4 15 LINESTRING (676753.012 8808446.155, 676815.893... \n", "5 16 LINESTRING (680680.473 8808481.221, 680771.006... \n", "6 31 LINESTRING (709733.163 8827112.114, 709698.322... \n", "7 32 LINESTRING (712538.492 8829608.857, 712479.960... \n", "\n", " d \\\n", "0 [0.0, 50.0, 100.0, 150.0, 200.0, 250.0, 300.0,... \n", "1 [0.0, 50.0, 100.0, 150.0, 200.0, 250.0, 300.0,... \n", "2 [0.0, 50.0, 100.0, 150.0, 200.0, 250.0, 300.0,... \n", "3 [0.0, 50.0, 100.0, 150.0, 200.0, 250.0, 300.0,... \n", "4 [0.0, 50.0, 100.0, 150.0, 200.0, 250.0, 300.0,... \n", "5 [0.0, 50.0, 100.0, 150.0, 200.0, 250.0, 300.0,... \n", "6 [0.0, 50.0, 100.0, 150.0, 200.0, 250.0, 300.0,... \n", "7 [0.0, 50.0, 100.0, 150.0, 200.0, 250.0, 300.0,... \n", "\n", " s \\\n", "0 [124.80580139160156, 125.9896011352539, 126.51... \n", "1 [105.45079803466797, 107.12020111083984, 107.8... \n", "2 [130.61459350585938, 132.28590393066406, 132.4... \n", "3 [127.32119750976562, 127.9738998413086, 128.56... \n", "4 [144.21249389648438, 146.13330078125, 147.1508... \n", "5 [142.48159790039062, 142.54119873046875, 142.3... \n", "6 [nan, nan, nan, nan, nan, nan, nan, nan, nan, ... \n", "7 [nan, nan, nan, nan, nan, nan, nan, nan, nan, ... \n", "\n", " b \\\n", "0 [6.389999866485596, 6.630000114440918, 6.76000... \n", "1 [-66.0, -75.98999786376953, -78.91999816894531... \n", "2 [-107.91999816894531, -113.83999633789062, -11... \n", "3 [-41.369998931884766, -45.77000045776367, -47.... \n", "4 [-46.41999816894531, -50.880001068115234, -53.... \n", "5 [-84.48999786376953, -88.70999908447266, -89.3... \n", "6 [nan, nan, nan, nan, nan, nan, nan, nan, nan, ... \n", "7 [nan, nan, nan, nan, nan, nan, nan, nan, nan, ... \n", "\n", " u \\\n", "0 [9.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0... \n", "1 [12.0, 13.0, 13.0, 13.0, 13.0, 14.0, 14.0, 14.... \n", "2 [18.0, 17.0, 17.0, 17.0, 17.0, 17.0, 17.0, 17.... \n", "3 [14.0, 14.0, 14.0, 14.0, 14.0, 14.0, 14.0, 14.... \n", "4 [9.0, 8.0, 7.0, 7.0, 7.0, 7.0, 7.0, 7.0, 7.0, ... \n", "5 [8.0, 8.0, 8.0, 8.0, 8.0, 8.0, 8.0, 8.0, 8.0, ... \n", "6 [nan, nan, nan, nan, nan, nan, nan, nan, nan, ... \n", "7 [nan, nan, nan, nan, nan, nan, nan, nan, nan, ... \n", "\n", " udiff \n", "0 [2.063974380493164, 1.063974380493164, 1.06397... \n", "1 [0.3671684265136719, 0.06629180908203125, 0.06... \n", "2 [-6.172802925109863, -5.395359039306641, -5.77... \n", "3 [-0.8997259140014648, -0.8997259140014648, -0.... \n", "4 [5.6007080078125, 6.6007080078125, 7.600708007... \n", "5 [27.496936798095703, 27.496936798095703, 27.49... \n", "6 [nan, nan, nan, nan, nan, nan, nan, nan, nan, ... \n", "7 [nan, nan, nan, nan, nan, nan, nan, nan, nan, ... " ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "flowlines = gpd.read_file(flowline_file)\n", "d_collection = []\n", "s_collection = []\n", "b_collection = []\n", "u_collection = []\n", "udiff_collection = []\n", "\n", "with rio.open(surface_file) as src_surface, rio.open(bed_file) as src_bed, rio.open(speed_file) as src_speed, rio.open(speed2018_file) as src_speed2018:\n", "\n", " for idx, row in flowlines.iterrows():\n", " # ==== creating distance marks\n", " d_stop = (len(row.geometry.coords) - 1)* 50\n", " d = np.linspace(0, d_stop, len(row.geometry.coords))\n", " d_collection.append(d)\n", " # ==== sample surface elevation \n", " surface_gen = src_surface.sample(row.geometry.coords)\n", " s = np.array([float(record) for record in surface_gen])\n", " s[s < -9998] = np.nan\n", " s_collection.append(s)\n", " # ==== sample bed elevation\n", " bed_gen = src_bed.sample(row.geometry.coords)\n", " b = np.array([float(record) for record in bed_gen])\n", " b[b < -9998] = np.nan\n", " b_collection.append(b)\n", " # ==== sample glacier speed\n", " speed_gen = src_speed.sample(row.geometry.coords)\n", " u = np.array([float(record) for record in speed_gen])\n", " u[u < 0] = np.nan\n", " u_collection.append(u)\n", " # ==== sample and calculate glacier speed change\n", " speed2018_gen = src_speed2018.sample(row.geometry.coords)\n", " u2018 = np.array([float(record) for record in speed2018_gen])\n", " u2018[u2018 < 0] = np.nan\n", " udiff = u2018 - u\n", " udiff_collection.append(udiff)\n", " \n", "flowlines['d'] = d_collection\n", "flowlines['s'] = s_collection\n", "flowlines['b'] = b_collection\n", "flowlines['u'] = u_collection\n", "flowlines['udiff'] = udiff_collection\n", "flowlines[:8] # shows the first 8 rows for a data structure overview" ] }, { "cell_type": "markdown", "id": "8b8e780a-5519-41e9-a504-2d2194e8c26a", "metadata": {}, "source": [ "### (2) Derive $P_e/\\ell$ and $J_0$\n", "\n", "$P_e/\\ell$ and $J_0$ are derived for each flowline first, and then we calculate the average of 6 flowlines in a basin. Similar to `Fig5.ipynb`, we have saved the results as `mega_results_Austfonna.h5` and have commented out the cell below. If you wish to repeat/verify the $P_e$-$J_0$ calculation, you can uncomment the cell below and regenerate the `mega_results_Austfonna.h5` file." ] }, { "cell_type": "code", "execution_count": 6, "id": "4aac9528-c04b-44ff-ad9b-c9d18f34e329", "metadata": {}, "outputs": [], "source": [ "# results = {'1': {}, '3': {}, '4': {}, '5': {}, '6': {}, '7': {}, '10': {}, '17': {}}\n", "\n", "# for idx, row in flowlines.iterrows():\n", "# data_group = pejzero.cal_pej0_for_each_flowline_raw(row['d'], row['s'], row['b'], row['u'], savgol_winlength=251)\n", " \n", "# if data_group is not None:\n", "# data_group['udiff'] = row['udiff']\n", "# udiff_sm = pejzero.my_savgol_filter(row['udiff'], window_length=151, polyorder=1, deriv=0, delta=50, mode='interp')\n", "# data_group['udiff_sm'] = udiff_sm\n", "# basin_no = str(row['glacier_id'] // 10)\n", "# flowline_no = str(row['glacier_id'] % 10)\n", "# results[basin_no][flowline_no] = data_group\n", " \n", "# #### Calculate average\n", "# for key in results:\n", "# data_group = results[key]\n", "# avg = pejzero.cal_avg_for_each_basin(data_group)\n", "# results[key]['avg'] = avg\n", " \n", "# pejzero.save_pej0_results(results, \"../data/results/mega_results_Austfonna.h5\")" ] }, { "cell_type": "markdown", "id": "f15cda3d-6fae-401c-8b23-b8b305ab3648", "metadata": {}, "source": [ "Now we read the data from the HDF5 file. If you rerun the cell above and already get the `results` variable, you can safely comment this cell out." ] }, { "cell_type": "code", "execution_count": 7, "id": "8fd130fe-ffdf-4565-b5bf-8199c7fe31e3", "metadata": {}, "outputs": [], "source": [ "results = pejzero.load_pej0_results(\"../data/results/mega_results_Austfonna.h5\")" ] }, { "cell_type": "markdown", "id": "d88c07df-0b3c-42d7-86ae-8176eb509e0d", "metadata": {}, "source": [ "### (3) plot for single glacier basin\n", "\n", "Similar to **Figure 3 and 4**, you can change `basin_no_list` to plot more basins." ] }, { "cell_type": "code", "execution_count": 8, "id": "3cd4f077-8452-4cdb-addc-b73b8fcf4feb", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "pej0_plot_length = 200 # This determines how many vertices from the terminus should be plotted (200 vertices = 10 km)\n", "\n", "basin_no_list = ['7']\n", "# basin_no_list = ['1', '3', '4', '5', '6', '7', '10', '17']\n", "\n", "for basin_no in basin_no_list:\n", " \n", " # ==== Create axes (5 in the left and a big one in the right)\n", " fig, ax1 = plt.subplots(5, 2, sharex=True, figsize=(24, 20))\n", " gs = ax1[1, 1].get_gridspec()\n", " for ax in ax1[:, 1]:\n", " ax.remove()\n", " axbig = fig.add_subplot(gs[1:4, 1])\n", "\n", " # ==== Plot data\n", " for key in results[basin_no]:\n", " if key != 'avg':\n", " ax1[0, 0].plot(results[basin_no][key]['d'], results[basin_no][key]['s'], color='xkcd:aquamarine')\n", " ax1[0, 0].plot(results[basin_no][key]['d'], results[basin_no][key]['b'], color='xkcd:brown')\n", " ax1[1, 0].plot(results[basin_no][key]['d'], results[basin_no][key]['u'], color='xkcd:light green')\n", " ax1[2, 0].plot(results[basin_no][key]['d'], results[basin_no][key]['pe_ignore_dslope'], color='xkcd:light red')\n", " ax1[3, 0].plot(results[basin_no][key]['d'], results[basin_no][key]['j0_ignore_dslope'], color='xkcd:light blue')\n", " ax1[4, 0].plot(results[basin_no][key]['d'], results[basin_no][key]['udiff'], color='xkcd:gray')\n", " axbig.plot(results[basin_no][key]['pe_ignore_dslope'][:pej0_plot_length], results[basin_no][key]['j0_ignore_dslope'][:pej0_plot_length], '.-', color='xkcd:light purple')\n", " # plot first non-NaN value (the one closest to the terminus)\n", " axbig.plot(next(x for x in results[basin_no][key]['pe_ignore_dslope'][:pej0_plot_length] if not np.isnan(x)),\n", " next(x for x in results[basin_no][key]['j0_ignore_dslope'][:pej0_plot_length] if not np.isnan(x)), '.', color='xkcd:light purple', markersize=30)\n", " else:\n", " ax1[1, 0].plot(results[basin_no][key]['d'], results[basin_no][key]['u'], color='xkcd:dark green')\n", " ax1[2, 0].plot(results[basin_no][key]['d'], results[basin_no][key]['pe_ignore_dslope'], color='xkcd:dark red')\n", " ax1[3, 0].plot(results[basin_no][key]['d'], results[basin_no][key]['j0_ignore_dslope'], color='xkcd:dark blue')\n", " axbig.plot(results[basin_no][key]['pe_ignore_dslope'][:pej0_plot_length], results[basin_no][key]['j0_ignore_dslope'][:pej0_plot_length], '.-', color='xkcd:dark purple', linewidth=3, markersize=10)\n", " # plot first non-NaN value (the one closest to the terminus)\n", " axbig.plot(next(x for x in results[basin_no][key]['pe_ignore_dslope'][:pej0_plot_length] if not np.isnan(x)),\n", " next(x for x in results[basin_no][key]['j0_ignore_dslope'][:pej0_plot_length] if not np.isnan(x)), '.', color='xkcd:dark purple', markersize=30)\n", " \n", " # ==== Add supplemental text \n", " ax1[0, 0].set_title('Basin {}'.format(basin_no))\n", " ax1[0, 0].set_ylabel('Surface (cyan) and bed (brown) \\n elevation (m)')\n", " ax1[1, 0].set_ylabel('Speed 1996 (m/yr)')\n", " ax1[2, 0].set_ylabel(r'$\\frac{P_e}{\\ell}$ (1/m)')\n", " ax1[3, 0].set_ylabel(r'$J_0$ (m/yr)')\n", " ax1[4, 0].set_xlabel('Distance from terminus (km)')\n", " ax1[4, 0].set_ylabel('Speed change 1996-2018 (m/yr)')\n", " ax1[4, 0].set_xlim([0, results[basin_no]['avg']['d'][-1]])\n", " axbig.set_xlabel(r'$\\frac{P_e}{\\ell}$ (1/m)')\n", " axbig.set_ylabel(r'$J_0$ (m/yr)')\n", " axbig.set_title('Dot spacing: 50 m; \\n Big dot indicates the first non-NaN value (the one closest to the terminus)')\n", " \n", " plt.savefig('../data/results/Austfonna_glacier{}.png'.format(basin_no))" ] }, { "cell_type": "markdown", "id": "4050c2b3-e028-496d-b4f6-ad5ffc83a443", "metadata": {}, "source": [ "## Visualization\n", "\n", "Firstly we use the same color map from **Figure 5** but will eventually stretch it differently." ] }, { "cell_type": "code", "execution_count": 9, "id": "6b199e61-c010-4086-9883-17762a28d74a", "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/html": [ "
mycmap
\"mycmap
under
bad
over
" ], "text/plain": [ "" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "colors = np.array([[5,113,176,255],\n", " [171,229,255,255],\n", " [255,240,189,255],\n", " [222,130,38,255],\n", " [202,0,32,255],\n", " [220,22,177,255],\n", " [132,17,177,255]])\n", "colors = colors / 255\n", "nodes = (np.array([-500, -300, 100, 500, 1500, 2500, 3500]) + 500) / 4000\n", "mycmap = LinearSegmentedColormap.from_list(\"mycmap\", list(zip(nodes, colors)))\n", "mycmap" ] }, { "cell_type": "markdown", "id": "a1e8c02e-aa9d-48e5-82c7-69038e088de7", "metadata": {}, "source": [ "Finally, we can make **Figure 7** by color coding each average glacier flowline using `mycmap` on the profile and the $J_0$-$P_0/\\ell$ plots. " ] }, { "cell_type": "code", "execution_count": 10, "id": "25a82792-a189-4b57-af6a-0bb052fa6b80", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# alias (to keep consistent with Figure 5)\n", "mega_results = results\n", "\n", "fig, ax4 = plt.subplots(2, 1, gridspec_kw={'height_ratios': [1, 3]}, figsize=(9, 12))\n", "\n", "for key in mega_results:\n", " z_max = np.nanmax(mega_results[key]['avg']['udiff_sm'])\n", " z_min = np.nanmin(mega_results[key]['avg']['udiff_sm'])\n", " z_value = z_max if abs(z_max) > abs(z_min) else z_min\n", " #### The color map is stretched between 0 and 2000 m/yr! ####\n", " z_value_scaled = z_value / 2000\n", " #############################################################\n", " rgba = mycmap(z_value_scaled)\n", " rgba2 = np.array(rgba) / 1.5 \n", " ax4[0].plot(mega_results[key]['avg']['d'], mega_results[key]['avg']['udiff_sm'], color=rgba)\n", " ax4[0].set_xlim([3, 20])\n", " ax4[0].set_xlabel('Distance from the terminus (km)')\n", " ax4[0].set_ylabel('Speed change 1996-2018 (m/yr)')\n", " ax4[1].plot(mega_results[key]['avg']['pe_ignore_dslope'][:100], mega_results[key]['avg']['j0_ignore_dslope'][:100], color=rgba)\n", " ax4[1].plot(mega_results[key]['avg']['pe_ignore_dslope'][:100], mega_results[key]['avg']['j0_ignore_dslope'][:100], '.', color=rgba, markersize=6)\n", " ax4[1].plot(next(x for x in mega_results[key]['avg']['pe_ignore_dslope'] if not np.isnan(x)),\n", " next(x for x in mega_results[key]['avg']['j0_ignore_dslope'] if not np.isnan(x)), '.', color=rgba2, markersize=15)\n", " ax4[1].set_xlabel(r'$\\frac{P_e}{\\ell}$ (1/m)')\n", " ax4[1].set_ylabel(r'$J_0$ (m/yr)')\n", " # Fine tune label location\n", " if key == 5:\n", " ax4[1].text(next(x for x in mega_results[key]['avg']['pe_ignore_dslope'] if not np.isnan(x)) - 0.00002,\n", " next(x for x in mega_results[key]['avg']['j0_ignore_dslope'] if not np.isnan(x)) - 0.2, str(key), size=14) # , color=rgba, markersize=15)\n", " else:\n", " ax4[1].text(next(x for x in mega_results[key]['avg']['pe_ignore_dslope'] if not np.isnan(x)) + 0.00001,\n", " next(x for x in mega_results[key]['avg']['j0_ignore_dslope'] if not np.isnan(x)) - 0.2, str(key), size=14) # , color=rgba, markersize=15)\n", " \n", "fig.savefig('../data/results/Fig7.pdf')" ] } ], "metadata": { "kernelspec": { "display_name": "Python [conda env:.conda-jme]", "language": "python", "name": "conda-env-.conda-jme-py" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.10" } }, "nbformat": 4, "nbformat_minor": 5 }