{ "cells": [ { "cell_type": "markdown", "id": "9dc175c8-f744-4655-9037-b313c486c951", "metadata": {}, "source": [ "In this notebook, we will explore how to create the bathymetry of a model given its grid.\n", "\n", "First, import packages to create and visualize the model grid and bathymetry here:" ] }, { "cell_type": "code", "execution_count": 14, "id": "a2dba398-30be-4006-84f9-ab3372bfe404", "metadata": {}, "outputs": [], "source": [ "# import the packages for computation and visualization\n", "import os\n", "import numpy as np\n", "from scipy.interpolate import griddata\n", "import matplotlib.pyplot as plt\n", "import netCDF4 as nc4\n", "\n", "# import the bathymetry module from eccoseas\n", "from eccoseas.downscale import bathymetry as edb" ] }, { "cell_type": "markdown", "id": "f8993870-b1f4-4fa0-a40d-7266c5f31375", "metadata": {}, "source": [ "## Generating the Bathymetry Grid\n", "To generate the bathymetry for the model, first obtain a subset of the global GEBCO bathymetry grid from here: https://download.gebco.net/\n", "\n", "For this model, requested a subset covering the grid ranging from 136-114$^{\\circ}$W in longitude and 28-54$^{\\circ}$N in latitude (i.e. one additional degree on all sides). Then, store the bathymetry as `GEBCO_Bathymetry_California.nc` into the `../../../data/ca` directory to run the following cells." ] }, { "cell_type": "markdown", "id": "e2ce940b-2fdc-4947-a5a1-6c1469b9367c", "metadata": {}, "source": [ "### Interpolating Bathymetry onto the Model Domain\n", "Next, I use a standard interpolation function to interpolate the GEBCO Bathymetry onto the domain of my model." ] }, { "cell_type": "code", "execution_count": 2, "id": "16d9fee9-191d-4512-a39c-bc68237f8d3d", "metadata": {}, "outputs": [], "source": [ "# read in the bathymetry grid\n", "file_path = '../../../data/ca/GEBCO_Bathymetry_California.nc'\n", "ds = nc4.Dataset(file_path)\n", "gebco_lon = ds.variables['lon'][:]\n", "gebco_lat = ds.variables['lat'][:]\n", "Gebco_bathy = ds.variables['elevation'][:]\n", "ds.close()\n", "\n", "# create a meshgrid of the lon and lat\n", "Gebco_Lon, Gebco_Lat = np.meshgrid(gebco_lon, gebco_lat)" ] }, { "cell_type": "code", "execution_count": 3, "id": "c4746460-7161-4c38-9167-5387bd2e132c", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Double check shape: (240,) (360,)\n" ] } ], "source": [ "# recreate the model grid - see previous notebook on creating the model grid for details\n", "delX = 1/12\n", "delY = 1/16\n", "xgOrigin = -135\n", "ygOrigin = 29\n", "n_rows = 360\n", "n_cols = 240\n", "\n", "xc = np.arange(xgOrigin+delX/2, xgOrigin+n_cols*delX, delX)\n", "yc = np.arange(ygOrigin+delY/2, ygOrigin+n_rows*delY, delY)\n", "XC, YC = np.meshgrid(xc, yc)\n", "print('Double check shape:', np.shape(xc),np.shape(yc))" ] }, { "cell_type": "code", "execution_count": 4, "id": "efbbfd27-f9cf-417a-99be-4992047e1a02", "metadata": {}, "outputs": [], "source": [ "# interpolate the gebco data onto the model grid\n", "Model_bathy = griddata(np.column_stack([Gebco_Lon.ravel(),Gebco_Lat.ravel()]), Gebco_bathy.ravel(), (XC, YC), method='nearest')" ] }, { "cell_type": "code", "execution_count": 5, "id": "d991bbbe-affa-45ec-9ac2-dfc42f14024f", "metadata": {}, "outputs": [], "source": [ "# set points on land to 0\n", "Model_bathy[Model_bathy>0] = 0" ] }, { "cell_type": "markdown", "id": "3da9f581-463d-4b7a-a8e6-b5a34a406df5", "metadata": {}, "source": [ "### Visualizing the Bathymetry Grid\n", "To ensure the interpolation went as planned, create a plot of the bathymetry and compare with the source data:" ] }, { "cell_type": "code", "execution_count": 6, "id": "9b994193-8e88-4a2f-9107-6e90c4965e2c", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(10,5))\n", "\n", "plt.subplot(1,2,1)\n", "C = plt.pcolormesh(Gebco_Lon, Gebco_Lat, Gebco_bathy, vmin=-5000, vmax=0, cmap='Blues_r')\n", "plt.colorbar(C, orientation = 'horizontal')\n", "plt.title('GEBCO Bathymetry')\n", "\n", "plt.subplot(1,2,2)\n", "C = plt.pcolormesh(XC, YC, Model_bathy, vmin=-5000, vmax=0, cmap='Blues_r')\n", "plt.colorbar(C, orientation = 'horizontal')\n", "plt.title('Model Bathymetry')\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "eca81fa4-c48d-43f6-9f20-5a13ee8ce8cc", "metadata": {}, "source": [ "### Checking for isolated regions\n", "One potential problem that can be encountered in ocean models occurs with isolated regions. For example, if there is an artificial inland \"lake\" below sea level, such as Death Valley or the Salton Sea in California, the model will fill this with water and treat it as part of the ocean. Let's see where these may be in our model:" ] }, { "cell_type": "code", "execution_count": 7, "id": "8d91335c-cb19-46be-b87c-fa8275f25c50", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(6,6))\n", "\n", "C = plt.pcolormesh(Model_bathy, vmin=-1, vmax=0, cmap='Blues_r')\n", "plt.colorbar(C)\n", "plt.title('Model Bathymetry ')\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "8fffb901-2bb9-463c-ab2f-0d4995a3341e", "metadata": {}, "source": [ "As we can see, there are several isolated regions. In addition, there is an area of extreme detail in the area of British Columbia, Canada. This is sure to cause problems such as excess evaporation running the cell dry. To avoid these pitfalls, we will \"fill\" these regions before proceeding with the model.\n", "\n", "The `fill_unconnected_model_regions` function from the bathymetry module is designed to do just that:" ] }, { "cell_type": "code", "execution_count": 8, "id": "b63fc9a6-f4b3-4be8-b460-dd4eed7816ea", "metadata": {}, "outputs": [], "source": [ "# fill the model by \"spreading\" outward from a known wet row and column (this may take a moment or two...)\n", "Model_bathy = edb.fill_unconnected_model_regions(Model_bathy, central_wet_row=100, central_wet_col=100)" ] }, { "cell_type": "markdown", "id": "35aa3a4b", "metadata": {}, "source": [ "After filling, we can double check that the problem areas are now alleviated:" ] }, { "cell_type": "code", "execution_count": 9, "id": "311e673a-ddd7-4296-8315-548ae8657b3f", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(6,6))\n", "\n", "C = plt.pcolormesh(Model_bathy, vmin=-1, vmax=0, cmap='Blues_r')\n", "plt.colorbar(C)\n", "plt.grid()\n", "plt.title('Model Bathymetry ')\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "43e2f2c4-cf86-41e3-9332-e97cc02edac6", "metadata": {}, "source": [ "### Manually checking for problem areas\n", "Another potential problem that can be encountered in ocean models occurs in regions where there is shallow bathymetry in enclosed bays. In these regions, there can be fast currents and strong dynamics. If this is your area of interest, then this is great! If not, it may cause problems in your domain. One option is to manually fill in these areas to avoid any potential issues. \n", "\n", "In this example, the Juan de Fuca Strait between Canada and Washington State is filled artificially:" ] }, { "cell_type": "code", "execution_count": 10, "id": "d664384e-ce5c-4d92-ae40-21ce98e72844", "metadata": {}, "outputs": [], "source": [ "# fill in some areas around BC\n", "Model_bathy_filled = np.copy(Model_bathy)\n", "Model_bathy_filled[342:352, 85:105] = 0\n", "Model_bathy_filled[280:340, 130:160] = 0\n", "Model_bathy_filled[325:350, 115:130] = 0" ] }, { "cell_type": "markdown", "id": "27614539-176a-41e9-b5e9-2270b3191392", "metadata": {}, "source": [ "Again, plot the filled bathymetry to ensure it looks as expected:" ] }, { "cell_type": "code", "execution_count": 11, "id": "469cd6ed-0e26-4dd9-9ab0-b0c3079a0c40", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(10,6))\n", "\n", "plt.subplot(1,2,1)\n", "C = plt.pcolormesh(Model_bathy_filled, vmin=-5000, vmax=0, cmap='Blues_r')\n", "plt.colorbar(C)\n", "plt.title('Model Bathymetry')\n", "\n", "plt.subplot(1,2,2)\n", "C = plt.pcolormesh(Model_bathy_filled, vmin=-1, vmax=0, cmap='Blues_r')\n", "plt.colorbar(C)\n", "plt.title('Model Bathymetry (Shallow)')\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "39971f7f", "metadata": {}, "source": [ "Once the bathymetry looks good, it can be output as a binary file to read in with MITgcm:" ] }, { "cell_type": "code", "execution_count": 17, "id": "7731c46d-c44e-4fd9-831d-5fd3c7d01bab", "metadata": {}, "outputs": [], "source": [ "# make sure the input folder exists\n", "if 'input' not in os.listdir('../../../configurations/california'):\n", " os.mkdir('../../../configurations/california/input')\n", "\n", "# then, save the bathymetry in the input folder\n", "output_file = '../../../configurations/california/input/CA_bathymetry.bin'\n", "Model_bathy_filled.ravel('C').astype('>f4').tofile(output_file)" ] } ], "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": "3.11.9" } }, "nbformat": 4, "nbformat_minor": 5 }