{ "cells": [ { "cell_type": "markdown", "id": "9dc175c8-f744-4655-9037-b313c486c951", "metadata": {}, "source": [ "This notebook is used to demonstrate the creation of the initial conditions for the North Atlantic regional model. \n", "\n", "The approach in this notebook is similar to the notebook for the California regional model except for two key differences:\n", "1. Seaice variables are included in this procedure\n", "2. No assumption is made regarding the orientation of the grid for vector properties (i.e. the vector quantities will be rotated from their orientation in the ECCO grid to the orientation of the curvilinear grid of the regional model).\n", "\n", "First, import packages to create and visualize the model fields here:" ] }, { "cell_type": "code", "execution_count": 1, "id": "836f57c0-6983-48ce-b8a0-31c5b04463a7", "metadata": {}, "outputs": [], "source": [ "# import the modules for computation, plotting, and reading files\n", "import os\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import netCDF4 as nc4\n", "import cmocean.cm as cm\n", "\n", "# import the necessary modules from eccoseas\n", "from eccoseas.ecco import io\n", "from eccoseas.ecco import grid as eeg\n", "from eccoseas.downscale import hFac\n", "from eccoseas.downscale import horizontal" ] }, { "cell_type": "markdown", "id": "5ea43d2c-8106-4b7e-9d71-dda71ff556e4", "metadata": {}, "source": [ "## Constructing the Initial Conditions\n", "The initial conditions for this model will be generated by interpolating from a model state from the ECCO Version 5 state estimate using the **eccoseas** tools.\n", "\n", "This construction will proceed in 6 steps:\n", "1. download the pertinent ECCO fields\n", "2. read the ECCO model grid\n", "3. read in the bathymetry for the regional model as well as its grid\n", "4. prepare the ECCO fields for interpolation\n", "5. interpolate the ECCO fields onto the regional model grid and store each as a binary file\n", "6. plot the interpolated fields to ensure they look as expected" ] }, { "cell_type": "markdown", "id": "7c5328af-a028-439b-a89a-4f39b72a9a65", "metadata": {}, "source": [ "### Step 1: Download the ECCO fields\n", "To begin, we downloaded the model fields generated by the ECCO Version 5 Alpha state estimate. These fields are available [HERE](https://ecco.jpl.nasa.gov/drive/files/Version5/Alpha/nctiles_monthly). For the initial conditions, we use fields from 1992, which are listed here:\n", "\n", "| Variable | File Name |\n", "| -------- | --------- |\n", "|THETA|THETA/THETA_1992.nc|\n", "|SALT|SALT/SALT_1992.nc|\n", "|UVEL|UVELMASS/UVELMASS_1992.nc|\n", "|VVEL|VVELMASS/VVELMASS_1992.nc|\n", "|ETAN|ETAN/ETAN_1992.nc|\n", "|SIuice|SIuice/SIuice_1992.nc|\n", "|SIvice|SIuice/SIvice_1992.nc|\n", "|SIheff|SIheff/SIheff_1992.nc|\n", "|SIhsnow|SIhsnow/SIhsnow_1992.nc|\n", "|SIarea|SIarea/SIarea_1992.nc|\n", "\n", "As described in the Overview, we stored these in individual directories for each variable in the following directory:" ] }, { "cell_type": "code", "execution_count": 2, "id": "34d9856c-ec0b-4f6e-9f9c-c18a73cd6858", "metadata": {}, "outputs": [], "source": [ "data_folder = '../../../data/north_atlantic'" ] }, { "cell_type": "markdown", "id": "d170a9e7-8862-4e25-b732-1268f2c77c5a", "metadata": {}, "source": [ "### Step 2: Read in the ECCO grid\n", "To read in the ECCO fields, we use the `io` module from the `eccoseas.ecco` package:" ] }, { "cell_type": "code", "execution_count": 3, "id": "a925b6ec-93ab-429b-a830-d6591b15a327", "metadata": {}, "outputs": [], "source": [ "ecco_XC_tiles = io.read_ecco_grid_tiles_from_nc(os.path.join(data_folder, 'GRID'), var_name='XC')\n", "ecco_YC_tiles = io.read_ecco_grid_tiles_from_nc(os.path.join(data_folder, 'GRID'), var_name='YC')\n", "ecco_AngleCS_tiles = io.read_ecco_grid_tiles_from_nc(os.path.join(data_folder, 'GRID'), var_name='AngleCS')\n", "ecco_AngleSN_tiles = io.read_ecco_grid_tiles_from_nc(os.path.join(data_folder, 'GRID'), var_name='AngleSN')\n", "ecco_hFacC_tiles = io.read_ecco_grid_tiles_from_nc(os.path.join(data_folder, 'GRID'), var_name='hFacC')\n", "ecco_hFacW_tiles = io.read_ecco_grid_tiles_from_nc(os.path.join(data_folder, 'GRID'), var_name='hFacW')\n", "ecco_hFacS_tiles = io.read_ecco_grid_tiles_from_nc(os.path.join(data_folder, 'GRID'), var_name='hFacS')\n", "ecco_RF_tiles = io.read_ecco_grid_tiles_from_nc(os.path.join(data_folder, 'GRID'), var_name='RF')\n", "ecco_DRF_tiles = io.read_ecco_grid_tiles_from_nc(os.path.join(data_folder, 'GRID'), var_name='DRF')" ] }, { "cell_type": "markdown", "id": "7bcf96ac-d0e5-4e53-884f-16e0fec32152", "metadata": {}, "source": [ "Note here that we have read in two additional fields which were not used in the previous model construction: `AngleCS` and `AngleSN`. These fields will be important for rotating vector quantities at locations near the poles.\n", "\n", "As described [HERE](https://ecco-v4-python-tutorial.readthedocs.io/ECCO_v4_Plotting_Tiles.html), the ECCO grid has 13 tiles but only a few may pertain to the local area. To determine which tiles correspond to the region, I'll read in my model grid next." ] }, { "cell_type": "markdown", "id": "64a135ac-a5bb-4766-83b5-60039dcc0c56", "metadata": {}, "source": [ "### Step 3: Read in the Model Grid and Generate a Mask\n", "Here, I will read in the regional model grid and read in the bathymetry file (see previous notebooks for details):" ] }, { "cell_type": "code", "execution_count": 4, "id": "9c478c58-56a2-4f0b-86b1-0b48f42c5c38", "metadata": {}, "outputs": [], "source": [ "# define the input directory (see previous notebook for details)\n", "input_dir = '../../../configurations/north_atlantic/input'" ] }, { "cell_type": "code", "execution_count": 5, "id": "f48b8cc3-eb40-40c3-b61e-1359d986109d", "metadata": {}, "outputs": [], "source": [ "# read in the grids that will be used in the model\n", "ds = nc4.Dataset(os.path.join(input_dir,'north_atlantic_grid.nc'))\n", "XC = ds.variables['XC'][:,:]\n", "YC = ds.variables['YC'][:,:]\n", "bathy = -1*ds.variables['Depth'][:,:]\n", "AngleCS = ds.variables['AngleCS'][:,:]\n", "AngleSN = ds.variables['AngleSN'][:,:]\n", "hFacC = ds.variables['HFacC'][:,:,:]\n", "hFacS = ds.variables['HFacS'][:,:,:]\n", "hFacW = ds.variables['HFacW'][:,:,:]\n", "delR = ds.variables['drF'][:]\n", "ds.close()\n", "\n", "# remove the extra row and col from hFacS and hFacW\n", "hFacS = hFacS[:,:-1,:]\n", "hFacW = hFacW[:,:,:-1]" ] }, { "cell_type": "markdown", "id": "1eb82b3d-ffa2-4312-916f-3325a0089c6b", "metadata": {}, "source": [ "The mask is generated by setting all of the non-zero `hFac` points to 1:" ] }, { "cell_type": "code", "execution_count": 6, "id": "d1dcfe0a-3641-43d7-99aa-88a48310eeda", "metadata": {}, "outputs": [], "source": [ "# generate the masks\n", "maskC = np.copy(hFacC)\n", "maskC[maskC>0] = 1\n", "\n", "maskS = np.copy(hFacS)\n", "maskS[maskS>0] = 1\n", "\n", "maskW = np.copy(hFacW)\n", "maskW[maskW>0] = 1" ] }, { "cell_type": "markdown", "id": "8601f994-42b7-4840-8da4-73f98c9269f4", "metadata": {}, "source": [ "To double check the mask was created as expected, I will plot it in comparison to the bathymetry here:" ] }, { "cell_type": "code", "execution_count": 7, "id": "3eea1cb2-e29e-49c8-befe-eba9e857244e", "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "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(bathy, vmin=-5000, vmax=0, cmap='Blues_r', shading='auto')\n", "plt.colorbar(C, orientation = 'horizontal')\n", "plt.title('Model Bathymetry')\n", "\n", "depth_level = 0\n", "plt.subplot(1,2,2)\n", "C = plt.pcolormesh(maskC[0, :, :], vmin=0, vmax=1, cmap='Greys', shading='auto')\n", "plt.colorbar(C, orientation = 'horizontal')\n", "plt.title('Mask (depth level = '+str(depth_level))\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "a37e0e64-13eb-4122-ae3c-0fead095fc9b", "metadata": {}, "source": [ "### Step 4: Prepare the grids for interpolation\n", "At this point, we can use the geometry of both grids to check to see which tiles have the information we need. After referencing the ECCO geometry, I find that tiles 3, 7, and 11 have the points we need:" ] }, { "cell_type": "code", "execution_count": 8, "id": "076dfc32-ab58-422e-9b5a-47985af1e190", "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# formulate the tile list\n", "tile_list = [3, 7, 11]\n", "\n", "# plot the ECCO tile points from the specified tiles\n", "for tile in tile_list:\n", " plt.plot(ecco_XC_tiles[tile],ecco_YC_tiles[tile],'k.')\n", "\n", "# plot the ECCO tile points from tiles 3, 7 and 11\n", "plt.plot(ecco_XC_tiles[11],ecco_YC_tiles[11],'k.')\n", "plt.plot(ecco_XC_tiles[7],ecco_YC_tiles[7],'k.')\n", "plt.plot(ecco_XC_tiles[3],ecco_YC_tiles[3],'k.')\n", "\n", "# plot the boundary of the CA model\n", "plt.plot(XC[:,0],YC[:,0], 'g-')\n", "plt.plot(XC[:,-1],YC[:,-1], 'g-')\n", "plt.plot(XC[0,:],YC[0,:], 'g-')\n", "plt.plot(XC[-1,:],YC[-1,:], 'g-')\n", "\n", "plt.xlabel('Longitude')\n", "plt.ylabel('Latitude')\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "b332346e-acea-4d60-9494-8d850824b8f4", "metadata": {}, "source": [ "As we can see, the model boundary (green) is completely surrounded by the points in tiles 3, 7, and 11 (black). Let's read in the grid information from these tiles:" ] }, { "cell_type": "code", "execution_count": 9, "id": "bfd5f5ec-1a41-4da6-81aa-9d121dfa023a", "metadata": {}, "outputs": [], "source": [ "# the tile list\n", "tile_list = [3,7,11]\n", "\n", "# determine the number of points in each set\n", "total_points = 0\n", "for tile_number in tile_list:\n", " total_points += np.size(ecco_XC_tiles[tile_number])\n", "\n", "# make empty arrays to fill in\n", "ecco_XC_points = np.zeros((total_points, ))\n", "ecco_YC_points = np.zeros((total_points, ))\n", "ecco_AngleCS_points = np.zeros((total_points, ))\n", "ecco_AngleSN_points = np.zeros((total_points, ))\n", "ecco_maskC_points = np.zeros((np.size(ecco_RF_tiles[1]) , total_points))\n", "ecco_maskW_points = np.zeros((np.size(ecco_RF_tiles[1]) , total_points))\n", "ecco_maskS_points = np.zeros((np.size(ecco_RF_tiles[1]) , total_points))\n", "ecco_hFacW_points = np.zeros((np.size(ecco_RF_tiles[1]) , total_points))\n", "ecco_hFacS_points = np.zeros((np.size(ecco_RF_tiles[1]) , total_points))\n", "\n", "# loop through the tiles and fill in the XC, YC, and mask points for interpolation\n", "points_counted = 0\n", "for tile_number in tile_list:\n", " tile_N = np.size(ecco_XC_tiles[tile_number])\n", " \n", " ecco_XC_points[points_counted:points_counted+tile_N] = ecco_XC_tiles[tile_number].ravel()\n", " ecco_YC_points[points_counted:points_counted+tile_N] = ecco_YC_tiles[tile_number].ravel()\n", "\n", " ecco_AngleCS_points[points_counted:points_counted+tile_N] = ecco_AngleCS_tiles[tile_number].ravel()\n", " ecco_AngleSN_points[points_counted:points_counted+tile_N] = ecco_AngleSN_tiles[tile_number].ravel()\n", " \n", " for k in range(np.size(ecco_RF_tiles[tile_number])):\n", " level_hFacC = ecco_hFacC_tiles[tile_number][k, :, :]\n", " if tile_number<7:\n", " level_hFacW = ecco_hFacW_tiles[tile_number][k, :, :]\n", " level_hFacS = ecco_hFacS_tiles[tile_number][k, :, :]\n", " else:\n", " level_hFacS = ecco_hFacW_tiles[tile_number][k, :, :] # these are switched due to the \n", " level_hFacW = ecco_hFacS_tiles[tile_number][k, :, :] # assumptions about velocity - see note below\n", " ecco_hFacW_points[k, points_counted:points_counted+tile_N] = level_hFacW.ravel()\n", " ecco_hFacS_points[k, points_counted:points_counted+tile_N] = level_hFacS.ravel()\n", " level_maskC = np.copy(level_hFacC)\n", " level_maskC[level_maskC>0] = 1\n", " level_maskW = np.copy(level_hFacW)\n", " level_maskW[level_maskW>0] = 1\n", " level_maskS = np.copy(level_hFacS)\n", " level_maskS[level_maskS>0] = 1\n", " ecco_maskC_points[k, points_counted:points_counted+tile_N] = level_maskC.ravel()\n", " ecco_maskW_points[k, points_counted:points_counted+tile_N] = level_maskW.ravel()\n", " ecco_maskS_points[k, points_counted:points_counted+tile_N] = level_maskS.ravel()\n", " \n", " points_counted += tile_N" ] }, { "cell_type": "markdown", "id": "c4462677-8079-45e5-9faf-d39452350218", "metadata": {}, "source": [ "Next, we'll read in the real data fields and apply the modifications. First, create a dictionary to store the file names:" ] }, { "cell_type": "code", "execution_count": 10, "id": "4dbb96e5-bef6-4307-a5b3-f4441a930f3b", "metadata": {}, "outputs": [], "source": [ "# make a file dictionary to loop over\n", "file_prefix_dict = {'ETAN':'ETAN_1992.nc',\n", " 'THETA':'THETA_1992.nc',\n", " 'SALT':'SALT_1992.nc',\n", " 'SIarea':'SIarea_1992.nc',\n", " 'SIheff':'SIheff_1992.nc',\n", " 'SIhsnow':'SIhsnow_1992.nc',\n", " 'SIuice':'SIuice_1992.nc',\n", " 'SIvice':'SIvice_1992.nc',\n", " 'UVEL':'UVELMASS_1992.nc',\n", " 'VVEL':'VVELMASS_1992.nc'}\n", "\n", "variable_names = list(file_prefix_dict.keys())" ] }, { "cell_type": "markdown", "id": "1bf5206c-6f45-431e-9988-a1b007ce954e", "metadata": {}, "source": [ "Now, read the initial condition fields from the same tiles:" ] }, { "cell_type": "code", "execution_count": 11, "id": "6963b363-9245-4f9b-9f40-2b7318286460", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Reading in the data for ETAN\n", "Reading in the data for THETA\n", "Reading in the data for SALT\n", "Reading in the data for SIarea\n", "Reading in the data for SIheff\n", "Reading in the data for SIhsnow\n", "Reading in the data for SIuice\n", "Reading in the data for SIvice\n", "Reading in the data for UVEL\n", "Reading in the data for VVEL\n" ] } ], "source": [ "# make a list to hold all of the ECCO grids\n", "init_grids = []\n", "\n", "# loop through each variable to read in the grid\n", "for variable_name in variable_names:\n", "\n", " print('Reading in the data for '+str(variable_name))\n", " \n", " if variable_name == 'ETAN' or variable_name in ['SIarea','SIheff','SIhsnow']:\n", " ds = nc4.Dataset(os.path.join(data_folder,variable_name,file_prefix_dict[variable_name]))\n", " grid = ds.variables[variable_name][:,:,:,:]\n", " ds.close()\n", " grid = grid[0, :, :, :] # first timestep (january)\n", " elif 'VEL' in variable_name:\n", " ds = nc4.Dataset(os.path.join(data_folder,'UVELMASS','UVELMASS_1992.nc'))\n", " u_grid = ds.variables['UVELMASS'][:,:,:,:,:]\n", " ds.close()\n", " u_grid = u_grid[0, :, :, :, :] # first timestep (january)\n", " ds = nc4.Dataset(os.path.join(data_folder,'VVELMASS','VVELMASS_1992.nc'))\n", " v_grid = ds.variables['VVELMASS'][:,:,:,:,:]\n", " ds.close()\n", " v_grid = v_grid[0, :, :, :, :] # first timestep (january) \n", " elif 'ice' in variable_name:\n", " ds = nc4.Dataset(os.path.join(data_folder,'SIuice','SIuice_1992.nc'))\n", " u_grid = ds.variables['SIuice'][:,:,:,:]\n", " ds.close()\n", " u_grid = u_grid[0, :, :, :] # first timestep (january)\n", " ds = nc4.Dataset(os.path.join(data_folder,'SIvice','SIvice_1992.nc'))\n", " v_grid = ds.variables['SIvice'][:,:,:,:]\n", " ds.close()\n", " v_grid = v_grid[0, :, :, :] # first timestep (january)\n", " else:\n", " ds = nc4.Dataset(os.path.join(data_folder,variable_name,file_prefix_dict[variable_name]))\n", " grid = ds.variables[variable_name][:,:,:,:,:]\n", " ds.close()\n", " grid = grid[0, :, :, :, :] # first timestep (january)\n", "\n", " # rotate grids, if needed\n", " if 'VEL' in variable_name:\n", " grid = np.zeros_like(u_grid)\n", " for tile_number in tile_list:\n", " zonal_grid, meridional_grid = eeg.rotate_ecco_vel_grids_to_natural_grids(u_grid[:,tile_number-1,:,:], v_grid[:,tile_number-1,:,:],\n", " ecco_AngleCS_tiles[tile_number], ecco_AngleSN_tiles[tile_number])\n", " if variable_name=='UVEL':\n", " grid[:,tile_number-1,:,:] = zonal_grid\n", " if variable_name=='VVEL':\n", " grid[:,tile_number-1,:,:] = meridional_grid\n", " if 'ice' in variable_name:\n", " grid = np.zeros_like(u_grid)\n", " for tile_number in tile_list:\n", " zonal_grid, meridional_grid = eeg.rotate_ecco_vel_grids_to_natural_grids(u_grid[tile_number-1,:,:], v_grid[tile_number-1,:,:],\n", " ecco_AngleCS_tiles[tile_number], ecco_AngleSN_tiles[tile_number], has_depth=False)\n", " if variable_name=='SIuice':\n", " grid[tile_number-1,:,:] = zonal_grid\n", " if variable_name=='SIvice':\n", " grid[tile_number-1,:,:] = meridional_grid\n", "\n", " # create a grid of zeros to fill in\n", " N = np.shape(grid)[-1]*np.shape(grid)[-2]\n", " if variable_name == 'ETAN' or variable_name in ['SIarea','SIheff','SIhsnow','SIuice','SIvice']:\n", " init_grid = np.zeros((1, N*len(tile_list)))\n", " else:\n", " init_grid = np.zeros((np.size(ecco_RF_tiles[1]), N*len(tile_list)))\n", "\n", " # loop through the tiles\n", " points_counted = 0\n", " for tile_number in tile_list:\n", " if variable_name in ['ETAN','SIarea','SIheff','SIhsnow','SIuice','SIvice']:\n", " init_grid[0, points_counted:points_counted+N] = \\\n", " grid[tile_number-1, :, :].ravel()\n", " else:\n", " for k in range(np.size(ecco_RF_tiles[1])):\n", " init_grid[k,points_counted:points_counted+N] = \\\n", " grid[k, tile_number-1, :, :].ravel()\n", " points_counted += N\n", "\n", " # apply some corrections to convert UVELMASS and VVELMASS to UVEL and VVEL\n", " if variable_name == 'UVEL':\n", " for k in range(np.size(ecco_RF_tiles[1])):\n", " non_zero_indices = ecco_hFacW_points[k,:]!=0\n", " init_grid[k,non_zero_indices] = init_grid[k,non_zero_indices]/(ecco_hFacW_points[k,non_zero_indices])\n", " if variable_name == 'VVEL':\n", " for k in range(np.size(ecco_RF_tiles[1])):\n", " non_zero_indices = ecco_hFacS_points[k,:]!=0\n", " init_grid[k,non_zero_indices] = init_grid[k,non_zero_indices]/(ecco_hFacS_points[k,non_zero_indices])\n", " \n", " init_grids.append(init_grid)" ] }, { "cell_type": "markdown", "id": "c8e32043-a3a3-49df-a724-de2be9f98708", "metadata": {}, "source": [ "### Step 5: Interpolate the Fields onto the Model Grid\n", "Next, we will interpolate the ECCO external fields I read in onto my model domain. As before, we will use the `horizontal` module from the `eccoseas` package to accomplish this interpolation." ] }, { "cell_type": "code", "execution_count": 12, "id": "d0aae164-a3f8-470b-a973-7f7ddffdcef1", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " - Interpolating the ETAN grid\n", " - Interpolating the THETA grid\n", " - Interpolating the SALT grid\n", " - Interpolating the SIarea grid\n", " - Interpolating the SIheff grid\n", " - Interpolating the SIhsnow grid\n", " - Interpolating the SIuice grid\n", " - Interpolating the SIvice grid\n", " - Interpolating the UVEL grid\n", " - Interpolating the VVEL grid\n" ] } ], "source": [ "# keep a copy of the vector grid information\n", "# because we're going to rotate them after\n", "vector_grids = {}\n", "\n", "# loop through each variable and corresponding ECCO grid\n", "for variable_name, init_grid in zip(variable_names, init_grids):\n", "\n", " # print a message to keep track of which variable we are working on\n", " print(' - Interpolating the '+variable_name+' grid')\n", "\n", " # read in the correct mask for each variable\n", " if variable_name == 'ETAN':\n", " regional_mask = maskC[:1,:,:]\n", " ecco_mask = ecco_maskC_points[:1,:]\n", " elif variable_name == 'UVEL' or variable_name=='SIuice':\n", " regional_mask = maskW\n", " ecco_mask = ecco_maskW_points\n", " elif variable_name == 'VVEL' or variable_name=='SIvice':\n", " regional_mask = maskS\n", " ecco_mask = ecco_maskS_points\n", " else:\n", " regional_mask = maskC\n", " ecco_mask = ecco_maskC_points\n", " \n", " if 'SI' in variable_name:\n", " regional_mask = regional_mask[:1,:,:]\n", " interpolated_grid = horizontal.downscale_3D_points(np.column_stack([ecco_XC_points, ecco_YC_points]),\n", " init_grid, ecco_mask, \n", " XC, YC, regional_mask, remove_zeros=False)\n", " else:\n", " interpolated_grid = horizontal.downscale_3D_points(np.column_stack([ecco_XC_points, ecco_YC_points]),\n", " init_grid, ecco_mask, \n", " XC, YC, regional_mask)\n", "\n", " # raising EtaN by 1 m for numerical stability\n", " if variable_name == 'ETAN':\n", " interpolated_grid[interpolated_grid!=0]+=1\n", "\n", " # output if the grid is a tracer grid, otherwise keep a copy for rotation\n", " if variable_name in ['SIuice','SIvice','UVEL','VVEL']:\n", " vector_grids[variable_name] = interpolated_grid\n", " else:\n", " # output the interpolated grid\n", " output_file = os.path.join(input_dir,variable_name+'_IC.bin')\n", " interpolated_grid.ravel('C').astype('>f4').tofile(output_file)\n", "\n", "# now, rotate the the vector grids to the curvilinear domain of the model\n", "if 'SIuice' in variable_names and 'SIvice' in variable_names:\n", " SIuice, SIvice = eeg.rotate_vel_grids_to_domain(vector_grids['SIuice'], vector_grids['SIvice'], AngleCS, AngleSN)\n", " SIuice.ravel('C').astype('>f4').tofile(os.path.join(input_dir,'SIuice_IC.bin'))\n", " SIvice.ravel('C').astype('>f4').tofile(os.path.join(input_dir,'SIvice_IC.bin'))\n", "if 'UVEL' in variable_names and 'VVEL' in variable_names:\n", " uvel, vvel = eeg.rotate_vel_grids_to_domain(vector_grids['UVEL'], vector_grids['VVEL'], AngleCS, AngleSN) \n", " uvel.ravel('C').astype('>f4').tofile(os.path.join(input_dir,'UVEL_IC.bin'))\n", " vvel.ravel('C').astype('>f4').tofile(os.path.join(input_dir,'VVEL_IC.bin'))" ] }, { "cell_type": "markdown", "id": "efe30ee2-7b83-498d-813c-9b9ea152ed6f", "metadata": {}, "source": [ "### Step 6: Plotting the Initial Condition Fields\n", "Now that the fields have been generated, I will plot them to ensure they look as expected. First, I'll generate some metadata for each one:" ] }, { "cell_type": "code", "execution_count": 13, "id": "e7ac447d-91d1-4a85-b4c3-12529580db54", "metadata": {}, "outputs": [], "source": [ "meta_dict = {'ETAN':[-2, 1.5, 'viridis', 'm'],\n", " 'THETA':[-2,22, 'turbo', 'm'],\n", " 'SALT':[31, 36.5, 'viridis', 'm'],\n", " 'UVEL':[-0.5, 0.5, 'seismic', 'm'],\n", " 'VVEL':[-0.5, 0.5, 'seismic', 'm'],\n", " 'SIarea':[0,1, cm.ice, 'm'],\n", " 'SIhsnow':[0,1, cm.ice, 'm'],\n", " 'SIheff':[0,1, cm.ice, 'm'],\n", " 'SIuice':[-0.5, 0.5, 'seismic', 'm'],\n", " 'SIvice':[-0.5, 0.5, 'seismic', 'm']}" ] }, { "cell_type": "markdown", "id": "5c60e704-57ae-4d35-aca8-2dbc8ad5f84a", "metadata": {}, "source": [ "Then, I'll create all of the subplots:" ] }, { "cell_type": "code", "execution_count": 14, "id": "bd252056-d8e7-4cce-a50d-43e20b50c301", "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=(12,10))\n", "\n", "\n", "for i in range(len(variable_names)):\n", " variable_name = variable_names[i]\n", " \n", " NA_init_grid = np.fromfile(os.path.join(input_dir,variable_name+'_IC.bin'),'>f4')\n", "\n", " if variable_name == 'ETAN' or 'SI' in variable_name:\n", " NA_init_grid = NA_init_grid.reshape((np.shape(XC)[0], np.shape(XC)[1]))\n", " else:\n", " NA_init_grid = NA_init_grid.reshape((np.shape(delR)[0],np.shape(XC)[0], np.shape(XC)[1]))\n", " NA_init_grid = NA_init_grid[0, :, :] # choose just the surface for plotting\n", "\n", " vmin = np.min(NA_init_grid[NA_init_grid!=0])\n", " vmax = np.max(NA_init_grid[NA_init_grid!=0])\n", " \n", " plt.subplot(3,4,i+1)\n", " C = plt.pcolormesh(NA_init_grid,\n", " vmin=meta_dict[variable_names[i]][0],\n", " vmax=meta_dict[variable_names[i]][1],\n", " cmap=meta_dict[variable_names[i]][2],\n", " shading='auto')\n", " plt.colorbar(C, label=variable_names[i]+' ('+meta_dict[variable_names[i]][3]+')',fraction=0.26)\n", "\n", " if i>5:\n", " plt.gca().set_xticklabels([])\n", " else:\n", " plt.gca().set_xlabel('Longitude')\n", " if i%4!=0:\n", " plt.gca().set_yticklabels([])\n", " else:\n", " plt.gca().set_ylabel('Latitude')\n", " plt.title(variable_name)\n", "\n", "plt.tight_layout()\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "c09ea7f2-2254-47f8-989b-04990088b89a", "metadata": {}, "source": [ "Next up, we'll provide some notes on the external forcing conditions and then move on to the boundary conditions." ] }, { "cell_type": "markdown", "id": "9ea85bef-c9c3-4a89-9094-171b2bea0ce2", "metadata": {}, "source": [ "```\n", "hydrogThetaFile = 'THETA_IC.bin',\n", "hydrogSaltFile = 'SALT_IC.bin',\n", "uVelInitFile = 'UVEL_IC.bin',\n", "vVelInitFile = 'VVEL_IC.bin',\n", "pSurfInitFile = 'ETAN_IC.bin',\n", "```" ] } ], "metadata": { "kernelspec": { "display_name": "mitgcm", "language": "python", "name": "mitgcm" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.10.10" } }, "nbformat": 4, "nbformat_minor": 5 }