{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "## Plot bathymtery in the Cape Verde Region" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt \n", "import xarray as xr\n", "import cmocean.cm as cmo\n", "\n", "import cartopy.crs as ccrs\n", "import cartopy.feature as cft\n", "from cartopy.mpl.ticker import LongitudeFormatter, LatitudeFormatter" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "plt.rc('xtick', labelsize=8)\n", "plt.rc('ytick', labelsize=8)" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "yCV = range(1002-100,1107+100)\n", "xCV = range(1447-120,1532+120)\n", "\n", "path ='/gxfs_work/geomar/smomw355/model_data/ocean-only/VIKING20X.L46-KFS003/nemo/suppl/1_mesh_mask.nc'\n", "dsM = xr.open_dataset(path).squeeze().rename({'z':'deptht'}).isel(x=xCV,y=yCV)" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "## depth of the sea-floor in the model\n", "sfl = (dsM.e3t_0 * dsM.tmask).sum('deptht').compute()" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "coastline = cft.GSHHSFeature(scale='intermediate')\n", "\n", "def plot_cartopy(ax, xticks, yticks, ylabels=True, xlabels=True, continents=True):\n", " '''Add cartopy features to the map'''\n", " if continents:\n", " ax.add_feature(coastline, edgecolor='darkgrey', facecolor='k', zorder=100)\n", "\n", " ## add labels\n", " ax.set_xticks(xticks, crs = ccrs.PlateCarree())\n", " ax.set_yticks(yticks, crs = ccrs.PlateCarree())\n", " if xlabels:\n", " lon_formatter = LongitudeFormatter()\n", " ax.xaxis.set_major_formatter(lon_formatter)\n", " else: \n", " ax.set_xticklabels([])\n", " if ylabels:\n", " lat_formatter = LatitudeFormatter()\n", " ax.yaxis.set_major_formatter(lat_formatter)\n", " else: \n", " ax.set_yticklabels([])" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/gxfs_work/geomar/smomw379/miniconda3/envs/py3_mhw/lib/python3.12/site-packages/cartopy/mpl/geoaxes.py:1604: UserWarning: The following kwargs were not used by contour: 'linewidth'\n", " result = super().contour(*args, **kwargs)\n", "/gxfs_work/geomar/smomw379/miniconda3/envs/py3_mhw/lib/python3.12/site-packages/cartopy/mpl/geoaxes.py:1655: UserWarning: The following kwargs were not used by contour: 'lw'\n", " result = super().contourf(*args, **kwargs)\n" ] }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=(7.,4.5))\n", "ax=fig.add_axes([0.0,0.0,0.95,0.95], projection=ccrs.PlateCarree())\n", "ax.set_extent([-28,-16,13,20])\n", "#ax.contourf(dsM.nav_lon, dsM.nav_lat, -sfl, cmap=cmo.deep_r, levels=np.arange(-5000,1,400))\n", "ax.contourf(dsM.nav_lon, dsM.nav_lat, np.zeros(sfl.shape), colors='lightgrey')\n", "\n", "ax.contour(dsM.nav_lon, dsM.nav_lat, -sfl, cmap=cmo.deep_r, linestyles='-', levels=[-5000,-3800,-3000,-2400,-1600,-1200,-800,-300,-100],\n", "linewidth=1)\n", "\n", "ctlabel = ax.contourf(-sfl, cmap=cmo.deep_r, levels=[-5000,-3800,-3000,-2400,-1600,-1200,-800,-300,-100,0], lw=20)\n", "\n", "plot_cartopy(ax,xticks=np.arange(-27,-15,2), yticks=np.arange(13,21,1))\n", "\n", "plt.plot(dsM.nav_lon[100,100:-100], dsM.nav_lat[100,100:-100], color='r', lw=2)\n", "plt.plot(dsM.nav_lon[-100,100:-100], dsM.nav_lat[-100,100:-100], color='r', lw=2)\n", "plt.plot(dsM.nav_lon[100:-100,100], dsM.nav_lat[100:-100,100], color='r', lw=2)\n", "plt.plot(dsM.nav_lon[100:-100,-100], dsM.nav_lat[100:-100,-100], color='r', lw=2)\n", "\n", "cb = plt.colorbar(ctlabel, orientation='horizontal', shrink=0.7, pad=0.07, aspect=30)\n", "cb.set_ticks([-4400,-3400,-2700,-2000,-1400,-1000,-550,-200,-50])\n", "cb.set_ticklabels([5000,3800,3000,2400,1600,1200,800,300,100])\n", "cb.set_label('[m]', x=1.03, labelpad=-15, fontsize=8)\n", "\n", "plt.savefig('CapeVerde_Bathy.png', dpi=300)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Save data for publication" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [], "source": [ "sfl_xr = sfl.assign_coords({'nav_lat':dsM.nav_lat, 'nav_lon':dsM.nav_lon})\n", "sfl_xr.attrs['long_name'] = 'Depth of the seafloor in model'\n", "sfl_xr.attrs['units'] = 'm'" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [], "source": [ "ds_out = xr.Dataset(data_vars={'seafloor':sfl_xr})" ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [], "source": [ "## set global attributes\n", "ds_out.attrs['title'] = 'Depth of the seafloor in VIKING20X (Cape Verde Archipelago)'\n", "ds_out.attrs['institution'] = 'GEOMAR Helmholtz Centre for Ocean Research Kiel'\n", "ds_out.attrs['creator_name'] = 'Tobias Schulzki'\n", "ds_out.attrs['creator_email'] = 'tschulzki@geomar.de'\n", "ds_out.attrs['creator_url'] = 'orcid.org/0000-0002-3480-8492'\n", "ds_out.attrs['license'] = 'CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/deed.en)'\n", "ds_out.attrs['keywords'] = 'Temperature, marine heatwaves, VIKING20X, numerical model'\n", "ds_out.attrs['summary'] = 'Created in 8_BathymetryMap.ipynb'\n", "ds_out.attrs['cdm_data_type'] = 'grid'\n", "ds_out.attrs['processing_level'] = 'Level 4 (numerical simulation output)'\n", "ds_out.attrs['source'] = 'VIKING20X'\n", "ds_out.attrs['pi'] = 'Tobias Schulzki'\n", "ds_out.attrs['pi_contact'] = 'tschulzki@geomar.de'\n", "ds_out.attrs['pi_url'] = 'orcid.org/0000-0002-3480-8492'\n", "ds_out.attrs['institution_id'] = 'https://ror.org/02h2x0161'\n", "ds_out.attrs['research_devision'] = 'Ocean Circulation and Climate Dynamics'\n", "ds_out.attrs['research_unit'] = 'Ocean Dynamics'\n", "ds_out.attrs['project'] = 'iAtlantic, METAscales'\n", "ds_out.attrs['date_created'] = '2025-01-16'\n", "ds_out.attrs['date_modified'] = '2025-01-16'\n", "ds_out.attrs['publisher_name'] = 'GEOMAR Helmholtz Centre for Ocean Research Kiel'\n", "ds_out.attrs['publisher_email'] = 'datamanagement@geomar.de'\n", "ds_out.attrs['naming_authority'] = 'de.geomar'" ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [], "source": [ "outpath = '/gxfs_work/geomar/smomw379/Publications/Schulzki2025_MHWs/DATA/'\n", "ds_out.to_netcdf(outpath+'Schulzki_et_al_2025_Figure08.nc')" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "py3_mhw", "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": "3.12.0" } }, "nbformat": 4, "nbformat_minor": 2 }