{ "cells": [ { "cell_type": "markdown", "id": "9dc175c8-f744-4655-9037-b313c486c951", "metadata": {}, "source": [ "In this notebook, we will explore the creation of the initial conditions for the Alaskan North Slope model. In our previous example models, the initial conditions were generated using model output fields generated as monthly averages. Here, will explore a different approach using existing model pickups.\n", "\n", "This model poses three new challenges that were not observeded in the previous model. First, the regional model grid has different depth levels compared to the ECCO grid, so we will also need to interpolate the variables vertically. Second, the grid is at very high latitude, which means we will need to reproject the fields to an appropriate coordinate system before interpolation. Third, there are a lot more fields to interpolate - in addition to the physical variables, we also have sea ice and biogeochemical variables.\n", "\n", "First, import packages to visualize the model fields here:" ] }, { "cell_type": "code", "execution_count": 1, "id": "836f57c0-6983-48ce-b8a0-31c5b04463a7", "metadata": {}, "outputs": [], "source": [ "# import modules for computation and plotting\n", "import os\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "from scipy.interpolate import griddata\n", "from matplotlib.gridspec import GridSpec\n", "import netCDF4 as nc4\n", "import cmocean.cm as cm\n", "\n", "# import pertinent tools from eccoseas\n", "from eccoseas.ecco import pickup\n", "from eccoseas.ecco import grid\n", "from eccoseas.ecco import io\n", "from eccoseas.downscale import horizontal\n", "from eccoseas.downscale import vertical\n", "from eccoseas.downscale import interpolation_grid as ecco_interp\n", "from eccoseas.toolbox import reprojection" ] }, { "cell_type": "markdown", "id": "5ea43d2c-8106-4b7e-9d71-dda71ff556e4", "metadata": {}, "source": [ "## Constructing the Initial Conditions\n", "For this model, we will use pickup files from the ECCO-Darwin model to construct the initial conditions. We will work with the physics-only pickup first, and then showcase the rest of the conditions below.\n", "\n", "Note that this demo will use the interpolation grid constructed in the previous notebook. Where this grid is used, there will also be a comment provided in the case that the use of the interpolation grid is not desired." ] }, { "cell_type": "markdown", "id": "7c5328af-a028-439b-a89a-4f39b72a9a65", "metadata": {}, "source": [ "### Step 1: Download the ECCO Files\n", "To begin, ensure that all of the necessary pickup and grid files are obtained for this configuration. These are listed on the Overview page for this model. \n", "\n", "These files are stored in the following directory:" ] }, { "cell_type": "code", "execution_count": 2, "id": "1747b211-af0c-4e11-9352-0ac76399982e", "metadata": {}, "outputs": [], "source": [ "data_folder = '../../../data/alaskan_north_slope'" ] }, { "cell_type": "markdown", "id": "64a135ac-a5bb-4766-83b5-60039dcc0c56", "metadata": {}, "source": [ "### Step 2: Read in the Regional Model Grid and Mask\n", "Since the model grid has already been generated for this model (see note in the Model Grid notebook), we will read it in from the nc file:" ] }, { "cell_type": "code", "execution_count": 3, "id": "2c97ffc7-cbeb-4e32-a232-390141c8c757", "metadata": {}, "outputs": [], "source": [ "# define the parameters that will be used in the data file\n", "ds = nc4.Dataset('../../../data/alaskan_north_slope/NorthSlope_ncgrid.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", "hFacW = ds.variables['HFacW'][:, :, :]\n", "hFacS = ds.variables['HFacS'][:, :, :]\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": "code", "execution_count": 4, "id": "1b553e4e-d509-4b80-b23b-f32bcc68a89f", "metadata": {}, "outputs": [], "source": [ "maskC = np.copy(hFacC)\n", "maskC[maskC>0] = 1\n", "\n", "maskW = np.copy(hFacW)\n", "maskW[maskW>0] = 1\n", "\n", "maskS = np.copy(hFacS)\n", "maskS[maskS>0] = 1" ] }, { "cell_type": "markdown", "id": "d170a9e7-8862-4e25-b732-1268f2c77c5a", "metadata": {}, "source": [ "### Step 3: Read in the pickup file and the ECCO grid\n", "To read in the pickup, we will rely on the `pickup` module from the `eccoseas.ecco`:" ] }, { "cell_type": "code", "execution_count": 5, "id": "a925b6ec-93ab-429b-a830-d6591b15a327", "metadata": {}, "outputs": [], "source": [ "global_pickup_faces, global_pickup_metadata = \\\n", " pickup.read_ecco_pickup_file_to_faces(os.path.join(data_folder,'pickup.0000000001'), llc=270)" ] }, { "cell_type": "markdown", "id": "0a736757", "metadata": {}, "source": [ "The function to read the pickup file returns both the data as well as the metadata. Let's have a look at the fields in the data:" ] }, { "cell_type": "code", "execution_count": 6, "id": "0bd668dc", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Metadata components:\n", " - nDims 2\n", " - dimList [[270, 1, 270], [3510, 1, 3510]]\n", " - dataprec float64\n", " - nrecords 403\n", " - timeStepNumber 78841\n", " - timeInterval 94609200.0\n", " - nFlds 11\n", " - fldList ['Uvel', 'Vvel', 'Theta', 'Salt', 'GuNm1', 'GuNm2', 'GvNm1', 'GvNm2', 'EtaN', 'dEtaHdt', 'EtaH']\n" ] } ], "source": [ "print('Metadata components:')\n", "for item in global_pickup_metadata:\n", " print(' -', item, global_pickup_metadata[item])" ] }, { "cell_type": "markdown", "id": "566e471c", "metadata": {}, "source": [ "Following the previous notebooks, we will organize the data into ECCO tiles for the interpolation. As of now, the pickup file is read into ECCO faces. The `grid` module allows for an easy conversion to tiles." ] }, { "cell_type": "code", "execution_count": 7, "id": "ebc80eed", "metadata": {}, "outputs": [], "source": [ "global_pickup_tiles = {}\n", "for field_name in global_pickup_metadata['fldList']:\n", " field_faces = global_pickup_faces[field_name]\n", " field_tiles = grid.ecco_faces_to_tiles(field_faces, llc=270, dim=3)\n", " global_pickup_tiles[field_name] = field_tiles" ] }, { "cell_type": "markdown", "id": "cc7cdf43-6eeb-4e0e-8d5a-fe931dcaccba", "metadata": {}, "source": [ "Next, we will read in the ECCO grid and convert the grid to tiles:" ] }, { "cell_type": "code", "execution_count": 8, "id": "732661d7-64c5-4689-8e9a-68fffa55ce9f", "metadata": {}, "outputs": [], "source": [ "ecco_XC_faces, ecco_YC_faces, ecco_AngleCS_faces, ecco_AngleSN_faces, ecco_hFacC_faces, ecco_hFacW_faces, ecco_hFacS_faces =\\\n", " io.read_ecco_geometry_to_faces(data_folder, llc=270, Nr=50)" ] }, { "cell_type": "code", "execution_count": 9, "id": "d3774b14-569e-4b03-890b-b2386ef50c21", "metadata": {}, "outputs": [], "source": [ "ecco_XC_tiles = grid.ecco_faces_to_tiles(ecco_XC_faces, llc=270, dim=2)\n", "ecco_YC_tiles = grid.ecco_faces_to_tiles(ecco_YC_faces, llc=270, dim=2)\n", "ecco_AngleCS_tiles = grid.ecco_faces_to_tiles(ecco_AngleCS_faces, llc=270, dim=2)\n", "ecco_AngleSN_tiles = grid.ecco_faces_to_tiles(ecco_AngleSN_faces, llc=270, dim=2)\n", "ecco_hFacC_tiles = grid.ecco_faces_to_tiles(ecco_hFacC_faces, llc=270, dim=3)\n", "ecco_hFacS_tiles = grid.ecco_faces_to_tiles(ecco_hFacS_faces, llc=270, dim=3)\n", "ecco_hFacW_tiles = grid.ecco_faces_to_tiles(ecco_hFacW_faces, llc=270, dim=3)\n", "ecco_RF = np.fromfile(os.path.join(data_folder,'RF.data'), '>f4')\n", "ecco_DRF = np.fromfile(os.path.join(data_folder,'DRF.data'), '>f4')" ] }, { "cell_type": "code", "execution_count": 10, "id": "f3c9e65b-f34e-4a23-9621-2d9213cbdd0b", "metadata": {}, "outputs": [], "source": [ "ecco_Nr = np.size(ecco_DRF)" ] }, { "cell_type": "markdown", "id": "bd1573cc-a767-40d3-a4cf-3f8db1787282", "metadata": {}, "source": [ "#### Plotting the pickup field\n", "To get a sense for what the results should look like, let's first plot the initial conditions in the region around the model domain. First, define some metadata:" ] }, { "cell_type": "code", "execution_count": 11, "id": "da40212e-61c2-434d-b1d6-b3e5364cb7bd", "metadata": {}, "outputs": [], "source": [ "meta_dict = {'EtaN':[-3.5,-2.5, 'viridis', 'm'],\n", " 'dEtaHdt':[-2e-6,0.5e-6, 'viridis', 'm'],\n", " 'EtaH':[-3.5,-2.5, 'viridis', 'm'],\n", " 'Theta':[-1.9, -1.8, 'turbo', 'm'],\n", " 'Salt':[28, 32, 'viridis', 'm'],\n", " 'Uvel':[-0.15, 0.15, 'seismic', 'm/s'],\n", " 'Vvel':[-0.15, 0.15, 'seismic', 'm/s'],\n", " 'GuNm1':[-0.5e-5, 0.5e-5, 'seismic', 'm/s$^2$'],\n", " 'GvNm1':[-0.5e-5, 0.5e-5, 'seismic', 'm/s$^2$'],\n", " 'GuNm2':[-0.5e-5, 0.5e-5, 'seismic', 'm/s$^2$'],\n", " 'GvNm2':[-0.5e-5, 0.5e-5, 'seismic', 'm/s$^2$']}" ] }, { "cell_type": "markdown", "id": "aafaac93-9022-49c0-a5de-1f414d1c9464", "metadata": {}, "source": [ "Then, plot each of the pickup fields around the model domain:" ] }, { "cell_type": "code", "execution_count": 12, "id": "226a0062-2aa5-4833-968f-70d1076c3518", "metadata": {}, "outputs": [ 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=(12,8))\n", "plot_counter = 1\n", "\n", "XC_stitched = np.vstack([np.rot90(ecco_XC_tiles[8]), np.rot90(ecco_XC_tiles[7])])\n", "YC_stitched = np.vstack([np.rot90(ecco_YC_tiles[8]), np.rot90(ecco_YC_tiles[7])])\n", "\n", "for variable_name in global_pickup_metadata['fldList']:\n", "\n", " var_grid_stitched = np.vstack([np.rot90(global_pickup_tiles[variable_name][8][0,:,:]), # just the surface for plotting\n", " np.rot90(global_pickup_tiles[variable_name][7][0,:,:])])\n", " \n", " plt.subplot(4,3,plot_counter)\n", " # C = plt.pcolormesh()\n", " C = plt.pcolormesh(XC_stitched, YC_stitched,\n", " var_grid_stitched,\n", " vmin=meta_dict[variable_name][0],\n", " vmax=meta_dict[variable_name][1],\n", " cmap=meta_dict[variable_name][2], shading='gouraud')\n", " plt.colorbar(C, label=variable_name+' ('+meta_dict[variable_name][3]+')',fraction=0.26)\n", "\n", " plt.plot(XC[:,0],YC[:,0], 'k-')\n", " plt.plot(XC[:,-1],YC[:,-1], 'k-')\n", " plt.plot(XC[0,:],YC[0,:], 'k-')\n", " plt.plot(XC[-1,:],YC[-1,:], 'k-')\n", "\n", " plt.title(variable_name)\n", "\n", " plt.gca().set_xlim([-160,-140])\n", " plt.gca().set_ylim([68,73])\n", "\n", " plot_counter+=1\n", "\n", "plt.tight_layout()\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "4ace8cd2-8004-4e75-bd9c-227cff928284", "metadata": {}, "source": [ "We will use these fields as a sanity check below." ] }, { "cell_type": "markdown", "id": "a37e0e64-13eb-4122-ae3c-0fead095fc9b", "metadata": {}, "source": [ "### Step 4: Prepare the grids for interpolation\n", "In the previous notebook, we already discovered which tiles correspond to this grid:" ] }, { "cell_type": "code", "execution_count": 13, "id": "b1787f19", "metadata": {}, "outputs": [], "source": [ "# define the tile list\n", "tile_list = [7,8]" ] }, { "cell_type": "markdown", "id": "b332346e-acea-4d60-9494-8d850824b8f4", "metadata": {}, "source": [ "We now read the grid on these tiles" ] }, { "cell_type": "code", "execution_count": 14, "id": "bfd5f5ec-1a41-4da6-81aa-9d121dfa023a", "metadata": {}, "outputs": [], "source": [ "# 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((ecco_Nr, total_points))\n", "ecco_maskW_points = np.zeros((ecco_Nr, total_points))\n", "ecco_maskS_points = np.zeros((ecco_Nr, total_points))\n", "ecco_hFacW_points = np.zeros((ecco_Nr, total_points))\n", "ecco_hFacS_points = np.zeros((ecco_Nr, 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(ecco_Nr):\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\n", "\n", "# remove the points that aren't near our grid\n", "local_indices = (ecco_XC_points<-140) & (ecco_XC_points>-160) & (ecco_YC_points>65) & (ecco_YC_points<80)\n", "ecco_maskC_points = ecco_maskC_points[:, local_indices]\n", "ecco_maskW_points = ecco_maskW_points[:, local_indices]\n", "ecco_maskS_points = ecco_maskS_points[:, local_indices]\n", "ecco_hFacW_points = ecco_hFacW_points[:, local_indices]\n", "ecco_hFacS_points = ecco_hFacS_points[:, local_indices]\n", "ecco_YC_points = ecco_YC_points[local_indices]\n", "ecco_XC_points = ecco_XC_points[local_indices]" ] }, { "cell_type": "markdown", "id": "3a5e1fb6-fcd6-463d-9395-07837dad6a76", "metadata": {}, "source": [ "### Step 5: Subset and vertically interpolate the ECCO fields" ] }, { "cell_type": "markdown", "id": "c4462677-8079-45e5-9faf-d39452350218", "metadata": {}, "source": [ "Next, we'll read in the data fields and apply some modifications including the following:\n", "- Rotate vector quantities to ordinal directions.\n", "- Subset to the same ECCO indices as the grid subsets above\n", "- Interpolate the quantities to the same vertical grid cells" ] }, { "cell_type": "code", "execution_count": 15, "id": "6963b363-9245-4f9b-9f40-2b7318286460", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " - Processing Uvel\n", " - Min: -0.08290610566214271 Max: -0.08290610566214271\n", " - Processing Vvel\n", " - Min: -0.04430016468629099 Max: -0.04430016468629099\n", " - Processing Theta\n", " - Min: -1.9631340060043974 Max: -1.9631340060043974\n", " - Processing Salt\n", " - Min: 27.49315483496538 Max: 27.49315483496538\n", " - Processing GuNm1\n", " - Min: -6.733970332847997e-06 Max: -6.733970332847997e-06\n", " - Processing GuNm2\n", " - Min: -6.730665855035246e-06 Max: -6.730665855035246e-06\n", " - Processing GvNm1\n", " - Min: -1.9571271628296576e-05 Max: -1.9571271628296576e-05\n", " - Processing GvNm2\n", " - Min: -1.9906225304423493e-05 Max: -1.9906225304423493e-05\n", " - Processing EtaN\n", " - Min: -3.345021387247904 Max: -3.345021387247904\n", " - Processing dEtaHdt\n", " - Min: -2.911620113506359e-06 Max: -2.911620113506359e-06\n", " - Processing EtaH\n", " - Min: -3.3453023134140594 Max: -3.3453023134140594\n" ] } ], "source": [ "# make a list to hold all of the ECCO grids\n", "init_grids = []\n", "\n", "# define a random index in the grid to test the vertical interpolation below\n", "random_plot_index = 117\n", "\n", "# loop through each variable to read in the grid\n", "for variable_name in global_pickup_metadata['fldList']:\n", " print(' - Processing '+variable_name)\n", " \n", " if variable_name in ['Uvel','Vvel']:\n", " u_grid_tiles = global_pickup_tiles['Uvel']\n", " v_grid_tiles = global_pickup_tiles['Vvel']\n", " rotate = True\n", " elif variable_name in ['GuNm1','GvNm1']:\n", " u_grid_tiles = global_pickup_tiles['GuNm1']\n", " v_grid_tiles = global_pickup_tiles['GuNm1']\n", " rotate = True\n", " elif variable_name in ['GuNm2','GvNm2']:\n", " u_grid_tiles = global_pickup_tiles['GuNm2']\n", " v_grid_tiles = global_pickup_tiles['GuNm2']\n", " rotate = True\n", " else:\n", " grid_tiles = global_pickup_tiles[variable_name]\n", " rotate = False\n", "\n", " # rotate grids, if needed\n", " if rotate:\n", " grid_tiles = {}\n", " for tile_number in tile_list:\n", " zonal_grid, meridional_grid = grid.rotate_ecco_vel_grids_to_natural_grids(u_grid_tiles[tile_number][:,:,:], v_grid_tiles[tile_number][:,:,:],\n", " ecco_AngleCS_tiles[tile_number], ecco_AngleSN_tiles[tile_number])\n", " if variable_name in ['Uvel','GuNm1','GuNm2']:\n", " tile_grid = zonal_grid\n", " if variable_name in ['Vvel','GvNm1','GvNm2']:\n", " tile_grid = meridional_grid\n", " grid_tiles[tile_number]=tile_grid\n", "\n", " # create a grid of zeros to fill in\n", " N = np.shape(grid_tiles[7])[-1]*np.shape(grid_tiles[7])[-2]\n", " if variable_name in ['EtaN', 'dEtaHdt', 'EtaH']:\n", " init_grid = np.zeros((1, N*len(tile_list)))\n", " else:\n", " init_grid = np.zeros((ecco_Nr, 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', 'dEtaHdt', 'EtaH']:\n", " init_grid[0,points_counted:points_counted+N] = \\\n", " grid_tiles[tile_number][0, :, :].ravel()\n", " else:\n", " for k in range(ecco_Nr):\n", " init_grid[k,points_counted:points_counted+N] = \\\n", " grid_tiles[tile_number][k, :, :].ravel()\n", " points_counted += N\n", "\n", " # remove the points with positive longitudes\n", " init_grid = init_grid[:,local_indices]\n", "\n", " # interpolate the grids to the depth levels of the model\n", " # make a copy of one profile as a sanity check before the vertical interpolation\n", " if variable_name == 'Theta':\n", " uninterpolated_profile = init_grid[:,random_plot_index]\n", " # run the interpolation, if necessary\n", " if variable_name not in ['EtaN', 'dEtaHdt', 'EtaH']:\n", " init_grid, _ = \\\n", " vertical.interpolate_var_grid_faces_to_new_depth_levels(init_grid, ecco_maskC_points,\n", " np.array(ecco_DRF), np.array(delR))\n", " # make the same copy of one profile as a sanity check after the vertical interpolation\n", " if variable_name == 'Theta':\n", " interpolated_profile = init_grid[:,random_plot_index]\n", " \n", " print(' - Min: ',np.min(init_grid[init_grid!=0]),'Max:',np.min(init_grid[init_grid!=0]))\n", " init_grids.append(init_grid)" ] }, { "cell_type": "markdown", "id": "3c41bf23-3355-4bb2-bec6-060ba60441ca", "metadata": {}, "source": [ "It's always a good idea to make sure the vertical interpolation looks as expected. We can do this with the profile stored in the previous cell:" ] }, { "cell_type": "code", "execution_count": 16, "id": "c14c8d8f-23dc-4e2e-a453-1fe777d3eada", "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=(9,4))\n", "\n", "plt.subplot(1,2,1)\n", "plt.plot(uninterpolated_profile, -1*ecco_RF[:-1], 'r.')\n", "plt.gca().set_ylim([np.max(-1*ecco_RF[:-1]), 0])\n", "plt.title('Theta at random point\\non the ECCO grid')\n", "plt.ylim([900,0])\n", "plt.ylabel('Depth (m)')\n", "plt.xlabel('Temperature ($^{\\circ}$C)')\n", "\n", "plt.subplot(1,2,2)\n", "plt.plot(interpolated_profile, np.cumsum(delR), 'r.') \n", "plt.ylim([900,0])\n", "plt.title('Theta at random point\\non the regional model grid')\n", "plt.xlabel('Temperature ($^{\\circ}$C)')\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "c8e32043-a3a3-49df-a724-de2be9f98708", "metadata": {}, "source": [ "### Step 6: Interpolate the Physical Fields onto the Model Grid\n", "Next, we will interpolate the ECCO pickup fields onto the regional model domain. We will use interpolation grid we generated in the previous notebook for efficient interpolation.\n", "\n", "Just as in the creation the interpolation grid, let's reproject the coordinates to ensure the bi-linear interpolation occurs without artefacts. We can do this with the `reprojection` model provided with **eccoseas**:" ] }, { "cell_type": "code", "execution_count": 17, "id": "5b0ba803-c921-427c-80e9-2f556891367d", "metadata": {}, "outputs": [], "source": [ "utm_zone_epsg = 32606\n", "utm_coordinates = reprojection.reproject_polygon(np.column_stack([ecco_XC_points, ecco_YC_points]), 4326, utm_zone_epsg)\n", "\n", "regional_coordinates = reprojection.reproject_polygon(np.column_stack([XC.ravel(), YC.ravel()]), 4326, utm_zone_epsg)\n", "X = regional_coordinates[:,0].reshape(np.shape(XC))\n", "Y = regional_coordinates[:,1].reshape(np.shape(XC))" ] }, { "cell_type": "markdown", "id": "e137a8a8-c646-47e7-941c-6d779ffca139", "metadata": {}, "source": [ "Finally, let's use our interpolation grid to proceed with the interpolation:" ] }, { "cell_type": "code", "execution_count": 18, "id": "b135e509-1979-4f3b-9318-f57ef3e9f6cb", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " - Interpolating the Uvel grid\n", " - Reading the interpolation mask\n", " - Running the downscale scheme\n", " - Working on level 0 of 81 (338039 nonzero points found)\n", " - Interpolating the Vvel grid\n", " - Reading the interpolation mask\n", " - Running the downscale scheme\n", " - Working on level 0 of 81 (337553 nonzero points found)\n", " - Interpolating the Theta grid\n", " - Reading the interpolation mask\n", " - Running the downscale scheme\n", " - Working on level 0 of 81 (338562 nonzero points found)\n", " - Interpolating the Salt grid\n", " - Reading the interpolation mask\n", " - Running the downscale scheme\n", " - Working on level 0 of 81 (338562 nonzero points found)\n", " - Interpolating the GuNm1 grid\n", " - Reading the interpolation mask\n", " - Running the downscale scheme\n", " - Working on level 0 of 81 (338039 nonzero points found)\n", " - Interpolating the GuNm2 grid\n", " - Reading the interpolation mask\n", " - Running the downscale scheme\n", " - Working on level 0 of 81 (338039 nonzero points found)\n", " - Interpolating the GvNm1 grid\n", " - Reading the interpolation mask\n", " - Running the downscale scheme\n", " - Working on level 0 of 81 (337553 nonzero points found)\n", " - Interpolating the GvNm2 grid\n", " - Reading the interpolation mask\n", " - Running the downscale scheme\n", " - Working on level 0 of 81 (337553 nonzero points found)\n", " - Interpolating the EtaN grid\n", " - Reading the interpolation mask\n", " - Running the downscale scheme\n", " - Working on level 0 of 1 (338562 nonzero points found)\n", " - Interpolating the dEtaHdt grid\n", " - Reading the interpolation mask\n", " - Running the downscale scheme\n", " - Working on level 0 of 1 (338562 nonzero points found)\n", " - Interpolating the EtaH grid\n", " - Reading the interpolation mask\n", " - Running the downscale scheme\n", " - Working on level 0 of 1 (338562 nonzero points found)\n" ] } ], "source": [ "interpolation_grid_file = os.path.join(data_folder,'NorthSlope_interpolation_grid.nc')\n", "\n", "pickup_grids = []\n", "\n", "# loop through each variable and corresponding ECCO grid\n", "for variable_name, init_grid in zip(global_pickup_metadata['fldList'], init_grids):\n", "\n", " print(' - Interpolating the '+variable_name+' grid')\n", " print(' - Reading the interpolation mask')\n", " interpolation_grid_components = ecco_interp.read_interpolation_grid_for_variable(interpolation_grid_file, variable_name)\n", " interpolation_mask = interpolation_grid_components['interp_type']\n", " source_rows = interpolation_grid_components['source_rows']\n", " source_cols = interpolation_grid_components['source_cols']\n", " source_levels = interpolation_grid_components['source_levels']\n", "\n", " # read in the correct mask for each variable\n", " if variable_name.lower() in ['etan','detahdt','etah']:\n", " regional_mask = maskC[:1,:,:]\n", " ecco_mask = ecco_maskC_points[:1,:]\n", " elif variable_name.lower() in ['uvel','gunm1','gunm2']:\n", " regional_mask = maskW\n", " ecco_mask = ecco_maskW_points\n", " elif variable_name.lower() in ['vvel', 'gvnm1', 'gvnm2']:\n", " regional_mask = maskS\n", " ecco_mask = ecco_maskS_points\n", " else:\n", " regional_mask = maskC\n", " ecco_mask = ecco_maskC_points\n", "\n", " print(' - Running the downscale scheme')\n", " interpolated_grid = horizontal.downscale_3D_points_with_interpolation_mask(utm_coordinates, init_grid, ecco_mask,\n", " X, Y, regional_mask,\n", " interpolation_mask, source_rows, source_cols, source_levels,\n", " printing=True, testing=True)\n", " \n", " pickup_grids.append(interpolated_grid)" ] }, { "cell_type": "markdown", "id": "0ff85a87-2a08-4319-8eb1-71d0653ccc07", "metadata": {}, "source": [ "With our interpolated fields in hand, let's write this out to a pickup file we can use for our model:" ] }, { "cell_type": "code", "execution_count": 19, "id": "286626ac-0965-416d-9526-f00b39c5cf19", "metadata": {}, "outputs": [], "source": [ "input_dir = '../../../configurations/alaska_north_slope/input'" ] }, { "cell_type": "code", "execution_count": 20, "id": "c6727985-bfcb-4bd3-b61f-6cf19b923fd2", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Stacking files into a big pickup grid\n", " - Stacking field for Uvel\n", " - Min: -0.055193915419376086 Max: -0.055193915419376086\n", " - Stacking field for Vvel\n", " - Min: -0.013090280101968598 Max: -0.013090280101968598\n", " - Stacking field for Theta\n", " - Min: -1.960052739776636 Max: -1.960052739776636\n", " - Stacking field for Salt\n", " - Min: 28.123663832296256 Max: 28.123663832296256\n", " - Stacking field for GuNm1\n", " - Min: -4.8735910594595875e-06 Max: -4.8735910594595875e-06\n", " - Stacking field for GuNm2\n", " - Min: -4.841797521728271e-06 Max: -4.841797521728271e-06\n", " - Stacking field for GvNm1\n", " - Min: -1.777832248732874e-06 Max: -1.777832248732874e-06\n", " - Stacking field for GvNm2\n", " - Min: -1.796065479812738e-06 Max: -1.796065479812738e-06\n", " - Stacking field for EtaN\n", " - Min: -3.181282681367569 Max: -3.181282681367569\n", " - Stacking field for dEtaHdt\n", " - Min: -8.241635845179116e-07 Max: -8.241635845179116e-07\n", " - Stacking field for EtaH\n", " - Min: -3.181017455161069 Max: -3.181017455161069\n", "Outputting the file...\n" ] } ], "source": [ "metadata = global_pickup_metadata\n", "\n", "# make some changes to the metadata as needed\n", "Nr = len(delR)\n", "metadata['nrecords'] = 8*Nr+3\n", "\n", "print('Stacking files into a big pickup grid')\n", "pickup_grid = np.zeros((8*Nr+3, np.shape(XC)[0], np.shape(XC)[1]))\n", "counter = 0\n", "for i in range(len(pickup_grids)):\n", " print(' - Stacking field for '+global_pickup_metadata['fldList'][i])\n", " var_grid = pickup_grids[i]\n", " print(' - Min: ',np.min(var_grid[var_grid!=0]),'Max:',np.min(var_grid[var_grid!=0]))\n", " pickup_grid[counter:counter+np.shape(var_grid)[0],:,:] = var_grid\n", " counter+=np.shape(var_grid)[0]\n", "\n", "print('Outputting the file...')\n", "output_file_path = os.path.join(input_dir,'pickup.0000000004')\n", "pickup.write_mitgcm_pickup_file(output_file_path, pickup_grid, metadata)" ] }, { "cell_type": "markdown", "id": "efe30ee2-7b83-498d-813c-9b9ea152ed6f", "metadata": {}, "source": [ "### Step 7: Plotting the Initial Condition Fields\n", "Now that the fields have been generated, we will plot them to ensure they look as expected.\n", "\n", "First, let's read in the fields from the file we made to ensure this file was made correctly:" ] }, { "cell_type": "code", "execution_count": 21, "id": "b7dd05b1-0fd2-4a86-803a-863e1863389c", "metadata": {}, "outputs": [], "source": [ "pickup_file_path = os.path.join(input_dir,'pickup.0000000004')\n", "regional_pickup_grids, regional_pickup_metadata = pickup.read_mitgcm_pickup_file(pickup_file_path, Nr=len(delR))" ] }, { "cell_type": "markdown", "id": "5c60e704-57ae-4d35-aca8-2dbc8ad5f84a", "metadata": {}, "source": [ "Then, create all of the subplots:" ] }, { "cell_type": "code", "execution_count": 22, "id": "bd252056-d8e7-4cce-a50d-43e20b50c301", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=(12,8))\n", "\n", "plot_counter = 1\n", "for variable_name in regional_pickup_metadata['fldList']:\n", " init_grid = regional_pickup_grids[variable_name]\n", " \n", " plt.subplot(4,3,plot_counter)\n", " C = plt.pcolormesh(init_grid[0,:,:], # just the surface for plotting\n", " vmin=meta_dict[variable_name][0],\n", " vmax=meta_dict[variable_name][1],\n", " cmap=meta_dict[variable_name][2])\n", " plt.colorbar(C, label=variable_name+' ('+meta_dict[variable_name][3]+')',fraction=0.26)\n", " plt.title(variable_name)\n", "\n", " plot_counter+=1\n", "\n", "plt.tight_layout()\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "c09ea7f2-2254-47f8-989b-04990088b89a", "metadata": {}, "source": [ "These physics fields look ok. Now we need to make our the rest of our initial conditions." ] } ], "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 }