{ "cells": [ { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "### Oxygen, Nutrient, T/S Evals in PugetSound (Becca's dataset)" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [], "source": [ "import xarray as xr\n", "import netCDF4 as nc\n", "import numpy as np\n", "import pandas as pd\n", "import matplotlib.pyplot as plt\n", "from pathlib import Path\n", "\n", "import cmocean.cm as cm\n", "import matplotlib.patches as mpatches\n", "import scipy.stats as stat\n", "from matplotlib.colors import LogNorm" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [], "source": [ "mesh = nc.Dataset('/ocean/atall/MOAD/grid/mesh_mask202108.nc')\n", "bathy = nc.Dataset('/ocean/atall/MOAD/grid/bathymetry_202108.nc')\n", "\n", "meshb = nc.Dataset('/ocean/atall/MOAD/grid/mesh_mask_202310b.nc')\n", "bathyb = nc.Dataset('/ocean/atall/MOAD/grid/bathymetry_202310b.nc')\n", "grid = xr.open_dataset('/ocean/atall/MOAD/grid/bathymetry_202310b.nc', mask_and_scale=False)\n", "\n", "depthb = meshb.variables['gdept_0'][:]\n", "with xr.open_dataset('/ocean/atall/MOAD/grid/mesh_mask_202310b.nc') as mesh:\n", " tmask = mesh.tmask\n", " mbathy = mesh.mbathy\n", " long = mesh.nav_lon\n", " latg = mesh.nav_lat\n", "grid_dir = Path(\"/ocean/atall/MOAD/grid/\")\n", "grid_map = Path(\"grid_from_lat_lon_mask999.nc\")\n", "grid_lons_lats = xr.open_dataset(grid_dir / grid_map)" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
Unnamed: 0.1Unnamed: 0dtUTCLonLatZpressure (dbar)TempSAOxygen_Dissolved...imod_nitratemod_siliconmod_ammoniummod_diatomsmod_flagellatesmod_vosalinemod_votempermod_dissolved_oxygenk
0022794522012-01-01 00:00:00-125.1549.0634.034.180250NaN31.929129NaN...16NaNNaNNaNNaNNaNNaNNaNNaN-1
1122794532012-01-01 00:00:00-125.1549.0673.073.146438NaN32.522497NaN...16NaNNaNNaNNaNNaNNaNNaNNaN-1
2222794542012-01-01 00:00:00-125.1549.06103.0104.339000NaN32.711620NaN...16NaNNaNNaNNaNNaNNaNNaNNaN-1
3322794612012-01-02 00:00:00-125.1549.0634.034.201833NaN32.011920NaN...16NaNNaNNaNNaNNaNNaNNaNNaN-1
4422794622012-01-02 00:00:00-125.1549.0673.073.168688NaN32.520879NaN...16NaNNaNNaNNaNNaNNaNNaNNaN-1
..................................................................
1048642993525080572014-12-28 00:00:00-124.7548.51227.0227.0000008.44203433.758188NaN...628.58240539.9493480.0403350.0008640.00498433.6494039.002784125.62073531
1048652993625081062014-12-29 00:00:00-125.1549.0648.048.130917NaN31.510587NaN...16NaNNaNNaNNaNNaNNaNNaNNaN-1
1048662993725081082014-12-29 00:00:00-124.7548.51227.0227.0000008.15795133.825394NaN...629.57542242.0733260.0403930.0009280.00513233.7381408.635898115.24106631
1048672993825081572014-12-30 00:00:00-125.1549.0648.048.193958NaN31.585243NaN...16NaNNaNNaNNaNNaNNaNNaNNaN-1
1048682993925081592014-12-30 00:00:00-124.7548.51227.0227.0000007.77393133.886840NaN...630.40071344.0372730.0396890.0008690.00510933.8079918.262365105.61104631
\n", "

104869 rows × 42 columns

\n", "
" ], "text/plain": [ " Unnamed: 0.1 Unnamed: 0 dtUTC Lon Lat Z \\\n", "0 0 2279452 2012-01-01 00:00:00 -125.15 49.06 34.0 \n", "1 1 2279453 2012-01-01 00:00:00 -125.15 49.06 73.0 \n", "2 2 2279454 2012-01-01 00:00:00 -125.15 49.06 103.0 \n", "3 3 2279461 2012-01-02 00:00:00 -125.15 49.06 34.0 \n", "4 4 2279462 2012-01-02 00:00:00 -125.15 49.06 73.0 \n", "... ... ... ... ... ... ... \n", "104864 29935 2508057 2014-12-28 00:00:00 -124.75 48.51 227.0 \n", "104865 29936 2508106 2014-12-29 00:00:00 -125.15 49.06 48.0 \n", "104866 29937 2508108 2014-12-29 00:00:00 -124.75 48.51 227.0 \n", "104867 29938 2508157 2014-12-30 00:00:00 -125.15 49.06 48.0 \n", "104868 29939 2508159 2014-12-30 00:00:00 -124.75 48.51 227.0 \n", "\n", " pressure (dbar) Temp SA Oxygen_Dissolved ... i \\\n", "0 34.180250 NaN 31.929129 NaN ... 16 \n", "1 73.146438 NaN 32.522497 NaN ... 16 \n", "2 104.339000 NaN 32.711620 NaN ... 16 \n", "3 34.201833 NaN 32.011920 NaN ... 16 \n", "4 73.168688 NaN 32.520879 NaN ... 16 \n", "... ... ... ... ... ... .. \n", "104864 227.000000 8.442034 33.758188 NaN ... 6 \n", "104865 48.130917 NaN 31.510587 NaN ... 16 \n", "104866 227.000000 8.157951 33.825394 NaN ... 6 \n", "104867 48.193958 NaN 31.585243 NaN ... 16 \n", "104868 227.000000 7.773931 33.886840 NaN ... 6 \n", "\n", " mod_nitrate mod_silicon mod_ammonium mod_diatoms mod_flagellates \\\n", "0 NaN NaN NaN NaN NaN \n", "1 NaN NaN NaN NaN NaN \n", "2 NaN NaN NaN NaN NaN \n", "3 NaN NaN NaN NaN NaN \n", "4 NaN NaN NaN NaN NaN \n", "... ... ... ... ... ... \n", "104864 28.582405 39.949348 0.040335 0.000864 0.004984 \n", "104865 NaN NaN NaN NaN NaN \n", "104866 29.575422 42.073326 0.040393 0.000928 0.005132 \n", "104867 NaN NaN NaN NaN NaN \n", "104868 30.400713 44.037273 0.039689 0.000869 0.005109 \n", "\n", " mod_vosaline mod_votemper mod_dissolved_oxygen k \n", "0 NaN NaN NaN -1 \n", "1 NaN NaN NaN -1 \n", "2 NaN NaN NaN -1 \n", "3 NaN NaN NaN -1 \n", "4 NaN NaN NaN -1 \n", "... ... ... ... .. \n", "104864 33.649403 9.002784 125.620735 31 \n", "104865 NaN NaN NaN -1 \n", "104866 33.738140 8.635898 115.241066 31 \n", "104867 NaN NaN NaN -1 \n", "104868 33.807991 8.262365 105.611046 31 \n", "\n", "[104869 rows x 42 columns]" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# hourly matching data\n", "pnw202111_12 = pd.read_csv('/ocean/atall/MOAD/ObsModel/202111/ObsModel_202111_pnw_20120101_20121231.csv')\n", "pnw202410_12 = pd.read_csv('/ocean/atall/MOAD/ObsModel/202410/ObsModel_202410_pnw_20120101_20121231.csv')\n", "pnw202111_13 = pd.read_csv('/ocean/atall/MOAD/ObsModel/202111/ObsModel_202111_pnw_20130101_20131231.csv')\n", "pnw202410_13 = pd.read_csv('/ocean/atall/MOAD/ObsModel/202410/ObsModel_202410_pnw_20130101_20131231.csv')\n", "pnw202111_14 = pd.read_csv('/ocean/atall/MOAD/ObsModel/202111/ObsModel_202111_pnw_20140101_20141231.csv')\n", "pnw202410_14 = pd.read_csv('/ocean/atall/MOAD/ObsModel/202410/ObsModel_202410_pnw_20140101_20141231.csv')\n", "\n", "pnw202111 = pd.concat([pnw202111_12, pnw202111_13, pnw202111_14\n", " ], ignore_index=True)\n", "pnw202410 = pd.concat([pnw202410_12, pnw202410_13, pnw202410_14\n", " ], ignore_index=True)\n", "pnw202111" ] }, { "cell_type": "code", "execution_count": 37, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/tmp/ipykernel_473469/533801894.py:4: UserWarning: linewidths is ignored by contourf\n", " ax.contourf(long, latg, mbathy[0,:,:], linewidths=1, levels=[-0.01, 0.01], colors='whitesmoke')\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 37, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1,1,figsize=(5, 9))\n", "lon1,lon2,lat1,lat2 = (-123.2,-122.2,47.05,48.13)\n", "\n", "ax.contourf(long, latg, mbathy[0,:,:], linewidths=1, levels=[-0.01, 0.01], colors='whitesmoke')\n", "ax.contour(long, latg, mbathy[0,:,:], linewidths=1, levels=[-0.01, 0.01], colors='dimgray')\n", "ax.set_ylabel('Latitude')\n", "ax.set_xlabel('Longitude')\n", "ax.set_ylim([47,51])\n", "ax.set_xlim([-126,-122])\n", "\n", "# plot the location of observations\n", "ax.scatter(pnw202111.Lon, pnw202111.Lat, s=5, label=\"PNW_data\")\n", "\n", "ax.legend()\n", "\n", "left, bottom, width, height = (lon2, lat1, lon1-lon2, lat2-lat1)\n", "rect=mpatches.Rectangle((left,bottom),width,height, \n", " fill=False,\n", " #alpha=0.1\n", " color=\"purple\",\n", " linewidth=2,\n", " label=\"Puget Sound\")\n", "\n", "plt.gca().add_patch(rect)" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [], "source": [ "df_21 = pnw202111[ pnw202111['Lon'].between(lon1, lon2) & pnw202111['Lat'].between(lat1, lat2) ]\n", "df_24 = pnw202410[ pnw202410['Lon'].between(lon1, lon2) & pnw202410['Lat'].between(lat1, lat2) ]\n" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [], "source": [ "def calc_stats(x, y):\n", " stats = {}\n", " MSE = np.mean((y - x)**2)\n", " stats['RMSE'] = np.sqrt(MSE)\n", " stats['bias'] = np.mean(y) - np.mean(x)\n", " stats['WSS'] = 1 - MSE / np.mean((abs(y - np.mean(x)) + abs(x - np.mean(x)))**2)\n", " \n", " return stats\n", "\n", "\n", "def plot_panel(ax, x, y, lims, units):\n", " stats = calc_stats(x, y)\n", "\n", " statstext = f\"RMSE = {stats['RMSE']:.3f} {units}\\nbias = {stats['bias']:.3f} {units}\\nWSS = {stats['WSS']:.3f}\"\n", " \n", " props = dict(boxstyle='round', facecolor='w', alpha=0.9)\n", " c = ax.text(0.01, 0.8, statstext, bbox=props, transform=ax.transAxes, fontsize=9)\n", " ax.set_xlim(lims)\n", " ax.set_ylim(lims)\n", " \n", " return c" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [], "source": [ "def profiles(tracer,colour,ax):\n", " if tracer == 'Salinity':\n", " t_obs = 'SA'\n", " t_mod = 'mod_vosaline'\n", " unit = 'g/kg'\n", " unity ='meter'\n", " elif tracer == 'Temperature':\n", " t_obs = 'Temp'\n", " t_mod = 'mod_votemper'\n", " unit = '°C'\n", " unity ='meter'\n", " elif tracer == 'NO3':\n", " t_obs = 'NO3 (uM)'\n", " t_mod = 'mod_nitrate'\n", " unit = 'uM'\n", " unity ='meter'\n", " elif tracer == 'NH4':\n", " t_obs = 'NH4'\n", " t_mod = 'mod_ammonium'\n", " unit = 'uM'\n", " unity ='meter'\n", " elif tracer == 'DO':\n", " t_obs = 'Oxygen_Dissolved'\n", " t_mod = 'mod_dissolved_oxygen'\n", " unit = 'uM'\n", " unity ='meter'\n", "\n", " avg_obs, binsa, _ = stat.binned_statistic(-df_21['Z'][(np.isfinite(df_21[t_obs]))],df_21[t_obs][(np.isfinite(df_21[t_obs]))],statistic='mean',bins=50)\n", " avg_21, bins, _ = stat.binned_statistic(-df_21['Z'][(np.isfinite(df_21[t_mod]))],df_21[t_mod][(np.isfinite(df_21[t_mod]))],statistic='mean',bins=50)\n", " avg_24, binsa, _ = stat.binned_statistic(-df_24['Z'][(np.isfinite(df_24[t_mod]))],df_24[t_mod][(np.isfinite(df_24[t_mod]))],statistic='mean',bins=50)\n", "\n", " ax.plot(avg_obs, binsa[:-1], lw=2,label='obs')\n", " ax.plot(avg_21, bins[:-1], lw=2,label='202111')\n", " ax.plot(avg_24, binsa[:-1], lw=2,label='202410')\n", "\n", " title = tracer\n", " #ax.set_title(title)\n", " ax.set_xlabel(unit)\n", " ax.set_ylabel(unity)" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [], "source": [ "def prop_prop(ax,stringX,stringY,x,y,binX,binY):\n", " cmap = cm.rain\n", " cmap.set_bad('w')\n", " # cmap.set_extremes(under='w')\n", "\n", " bins = [binX,binY]\n", " H, xedges, yedges=np.histogram2d(x,y,bins=bins)\n", " H = H.T\n", " H_final = np.where(H>0, H, H*np.nan)\n", " X, Y = np.meshgrid(xedges, yedges)\n", " im = ax.pcolormesh(X, Y, H_final, cmap=cmap, norm=LogNorm(vmin=10, vmax=45000))\n", " ax.set_ylabel(stringY)\n", " ax.set_xlabel(stringX)" ] }, { "cell_type": "code", "execution_count": 36, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "2012-2014\n" ] }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "print('2012-2014')\n", "tracers_obs = ['SA', 'Temp', 'Oxygen_Dissolved', 'NO3 (uM)', 'NH4',] \n", "tracers_mod = ['mod_vosaline', 'mod_votemper', 'mod_dissolved_oxygen', 'mod_nitrate', 'mod_ammonium',] \n", "dff = list([df_21,df_24])\n", "cmap = cm.rain\n", "mod = ['202111','202410']\n", "fig, axs = plt.subplots(len(dff), len(tracers_obs), figsize = (3*len(tracers_obs), 6)) \n", "\n", "for i in range(len(tracers_obs)):\n", " for j in range(2):\n", " df=dff[j]\n", " vmin, vmax = np.min(df[tracers_obs[i]]), np.max(df[tracers_obs[i]])\n", " bin = np.linspace(vmin,vmax,60)\n", "\n", " axs[j,i].plot((vmin,vmax),(vmin,vmax),'k-',alpha=.2)\n", "\n", " iiS=(~np.isnan(df[tracers_obs[i]]))&(~np.isnan(df[tracers_mod[i]]))\n", "\n", " counts, xedges, yedges, m2=axs[j,i].hist2d(df.loc[iiS,[tracers_obs[i]]].values.flatten(),\n", " df.loc[iiS,[tracers_mod[i]]].values.flatten(),bins=bin,norm=LogNorm(),cmap=cmap)\n", "\n", " ntick=np.linspace(vmin, vmax, 4)\n", " axs[j,i].set_xticks(ntick)\n", " axs[j,i].set_yticks(ntick)\n", " \n", " axs[j,i].set_aspect(1, adjustable='box')\n", " axs[j,i].set_ylabel(f'{mod[j]}',fontsize=12)\n", " axs[j,i].set_xlabel('Obs',fontsize=12)\n", "\n", " title = tracers_obs[i]+'\\nn= '+str(np.count_nonzero(~np.isnan(df[tracers_obs[i]])))\n", " axs[0,i].set_title(title,fontsize=12)\n", "\n", " # plot the stats pannel\n", " plot_panel(axs[j,i], df[tracers_obs[i]], df[tracers_mod[i]], (vmin,vmax), ' ')\n", "\n", "plt.tight_layout()\n", "\n", "######################################\n", "i, j, k, l, m = (0, 1, 2, 3, 4)\n", "fig, ax = plt.subplots(1, 5, figsize=(20, 4))\n", "title = 'Salinity, PugetSound'\n", "ax[i].set_title(title,fontsize=12)\n", "title = 'Temperature, PugetSound'\n", "ax[j].set_title(title,fontsize=12)\n", "title = 'Oxygen, PugetSound'\n", "ax[k].set_title(title,fontsize=12)\n", "title = 'Nitrate, PugetSound'\n", "ax[l].set_title(title,fontsize=12)\n", "title = 'Ammonium, PugetSound'\n", "ax[m].set_title(title,fontsize=12)\n", "ax[i].plot(df_24.SA, -df_24.Z, '.',label='obs')\n", "ax[i].plot(df_21.mod_vosaline, -df_21.Z, '.', label='202111')\n", "ax[i].plot(df_24.mod_vosaline, -df_24.Z, '.', label='202410')\n", "ax[i].legend()\n", "ax[j].plot(df_24.Temp, -df_24.Z, '.',label='obs')\n", "ax[j].plot(df_21.mod_votemper, -df_21.Z, '.', label='202111')\n", "ax[j].plot(df_24.mod_votemper, -df_24.Z, '.', label='202410')\n", "ax[k].plot(df_24.Oxygen_Dissolved, -df_24.Z, '.',label='obs')\n", "ax[k].plot(df_21.mod_dissolved_oxygen, -df_21.Z, '.', label='202111')\n", "ax[k].plot(df_24.mod_dissolved_oxygen, -df_24.Z, '.', label='202410')\n", "ax[l].plot(df_24['NO3 (uM)'], -df_24.Z, '.',label='obs')\n", "ax[l].plot(df_21.mod_nitrate, -df_21.Z, '.', label='202111')\n", "ax[l].plot(df_24.mod_nitrate, -df_24.Z, '.', label='202410')\n", "ax[m].plot(df_24.NH4, -df_24.Z, '.',label='obs')\n", "ax[m].plot(df_21.mod_ammonium, -df_21.Z, '.', label='202111')\n", "ax[m].plot(df_24.mod_ammonium, -df_24.Z, '.', label='202410')\n", "\n", "fig, ax = plt.subplots(1, 5, figsize=(20,4))\n", "\n", "title = 'Salinity, PugetSound'\n", "ax[i].set_title(title,fontsize=12)\n", "title = 'Temperature, PugetSound'\n", "ax[j].set_title(title,fontsize=12)\n", "title = 'Oxygen, PugetSound'\n", "ax[k].set_title(title,fontsize=12)\n", "title = 'Nitrate, PugetSound'\n", "ax[l].set_title(title,fontsize=12)\n", "title = 'Ammonium, PugetSound'\n", "ax[m].set_title(title,fontsize=12)\n", "\n", "# plot profiles\n", "\n", "profiles('Salinity','k',ax[0])\n", "profiles('Temperature','k',ax[1])\n", "profiles('DO','k',ax[2])\n", "profiles('NO3','k',ax[3])\n", "profiles('NH4','k',ax[4])\n", "ax[0].legend()\n", "plt.tight_layout()\n", "\n", "######################################\n", "# obs versus model property property plots\n", "#set consistent bins\n", "Tbin = np.linspace(0,20,100)\n", "Sbin = np.linspace(25,37,100)\n", "Dbin = np.linspace(0,350,100)\n", "Nbin = np.linspace(0,40,100)\n", "Hbin = np.linspace(0,10,100)\n", "\n", "fig, axs = plt.subplots(1, 5, figsize = (15, 3)) \n", "\n", "#obs\n", "prop_prop(axs[0],\"Salinity\",\"Temp\",df_21.SA,df_21.Temp,Sbin,Tbin)\n", "prop_prop(axs[1],\"Salinity\",\"Oxygen\",df_21.SA,df_21[\"Oxygen_Dissolved\"],Sbin,Dbin)\n", "prop_prop(axs[2],\"Temp\",\"Oxygen\",df_21.Temp,df_21[\"Oxygen_Dissolved\"],Tbin,Dbin)\n", "prop_prop(axs[3],\"NO3\",\"Oxygen\",df_21['NO3 (uM)'],df_21[\"Oxygen_Dissolved\"],Nbin,Dbin)\n", "prop_prop(axs[4],\"NO3\",\"NH4\",df_21['NO3 (uM)'],df_21[\"NH4\"],Nbin,Hbin)\n", "fig.suptitle('OBSERVATIONS')\n", "\n", "plt.tight_layout()\n", "\n", "# and model\n", "fig, axs = plt.subplots(1, 5, figsize = (15, 3)) \n", "\n", "prop_prop(axs[0],\"Salinity\",\"Temperature\",df_21.mod_vosaline,df_21.mod_votemper,Sbin,Tbin)\n", "prop_prop(axs[1],\"Salinity\",\"Oxygen\",df_21.mod_vosaline,df_21['mod_dissolved_oxygen'],Sbin,Dbin)\n", "prop_prop(axs[2],\"Temp\",\"Oxygen\",df_21.mod_votemper,df_21['mod_dissolved_oxygen'],Tbin,Dbin)\n", "prop_prop(axs[3],\"NO3\",\"Oxygen\",df_21['mod_nitrate'],df_21[\"mod_dissolved_oxygen\"],Nbin,Dbin)\n", "prop_prop(axs[4],\"NO3\",\"NH4\",df_21['mod_nitrate'],df_21[\"mod_ammonium\"],Nbin,Hbin)\n", "fig.suptitle('MODEL-202111')\n", "\n", "plt.tight_layout()\n", "\n", "# and model\n", "fig, axs = plt.subplots(1, 5, figsize = (15, 3)) \n", "\n", "prop_prop(axs[0],\"Salinity\",\"Temperature\",df_24.mod_vosaline,df_24.mod_votemper,Sbin,Tbin)\n", "prop_prop(axs[1],\"Salinity\",\"Oxygen\",df_24.mod_vosaline,df_24['mod_dissolved_oxygen'],Sbin,Dbin)\n", "prop_prop(axs[2],\"Temp\",\"Oxygen\",df_24.mod_votemper,df_24['mod_dissolved_oxygen'],Tbin,Dbin)\n", "prop_prop(axs[3],\"NO3\",\"Oxygen\",df_24['mod_nitrate'],df_24[\"mod_dissolved_oxygen\"],Nbin,Dbin)\n", "prop_prop(axs[4],\"NO3\",\"NH4\",df_24['mod_nitrate'],df_24[\"mod_ammonium\"],Nbin,Hbin)\n", "fig.suptitle('MODEL-202410')\n", "\n", "plt.tight_layout()" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "analysis-abdoul", "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": "3.11.3" } }, "nbformat": 4, "nbformat_minor": 2 }