{ "cells": [ { "cell_type": "markdown", "id": "6a15191c-e72b-4002-abcd-4d27a9562842", "metadata": {}, "source": [ "# Puget Sound Climatology Plot" ] }, { "cell_type": "code", "execution_count": 1, "id": "6364823b-1919-46da-99c0-7c83e361670a", "metadata": { "tags": [] }, "outputs": [], "source": [ "import erddapy\n", "from erddapy import ERDDAP\n", "import numpy as np\n", "import pandas as pd\n", "import xarray\n", "import cf_xarray\n", "import datetime\n", "import netCDF4\n", "from netCDF4 import Dataset\n", "\n", "import matplotlib\n", "from matplotlib import pyplot as plt" ] }, { "cell_type": "markdown", "id": "ac7dae5e-e592-4de1-ade8-cf86295ef81a", "metadata": {}, "source": [ "Downloading Data" ] }, { "cell_type": "code", "execution_count": 2, "id": "5384fb19-c02f-42b5-a46f-5c00a25b385a", "metadata": { "tags": [] }, "outputs": [], "source": [ "def get_erddap_data(erddap_url, dataset, data_protocol=\"griddap\", variables=None, constraints=None):\n", " \"\"\"\n", " Function: get_erddap_data\n", " This function uses the erddapy python library to access data from ERDDAP servers,\n", " and to return it to users in convenient formats for python users.\n", " Data can be pulled from \"tabledap\" or \"griddap\" formats, with different\n", " output types, depending on the dap type.\n", " \n", " Inputs:\n", " erddap_url - The url address of the erddap server to pull data from\n", " variables - The selected variables within the dataset.\n", " data_protocol - The erddap data protocol for the chosen dataset.\n", " Options include \"tabledap\" or \"griddap\"\n", " The default option is given as \"griddap\"\n", " dataset - The ID for the relevant dataset on the erddap server\n", " If no variables are given, it is assumed that all variables\n", " will be pulled.\n", " constraints - These are set by the user to help restrict the data pull\n", " to only the area and timeframe of interest.\n", " If no constraints are given, all data in a dataset is pulled.\n", " Constraints should be given as a dictionary, where\n", " each entry is a bound and/or selection of a specific axis variable\n", " Exs. {\"longitude<=\": \"min(longitude)+10\", \"longitude>=\": \"0\"}\n", " {\"longitude=\": \"140\", \"time>=\": \"max(time)-30\"}\n", " \n", " Outputs:\n", " erddap_data - This variable contains the pulled data from the erddap server.\n", " If the data_protocol is \"griddap\", then erddap_data is an xarray dataset\n", " If the data_protocol is \"tabledap\", then erddap_data is a pandas dataframe\n", " \"\"\"\n", " \n", " import erddapy\n", " from erddapy import ERDDAP\n", " import pandas as pd\n", " import xarray\n", " \n", " \n", " ############################################\n", " # Set-up the connection to the ERDDAP server\n", " ############################################\n", " \n", " # Connect to the erddap server\n", " e = ERDDAP(server=erddap_url, protocol=data_protocol, response='csv')\n", " \n", " # Identify the dataset of interest\n", " e.dataset_id = dataset\n", " \n", " \n", " #########################################\n", " # Pull the data, based upon protocol type\n", " #########################################\n", " \n", " # GRIDDAP Protocol\n", " if data_protocol == \"griddap\":\n", " \n", " # Initialize the connection\n", " e.griddap_initialize()\n", "\n", " # Update the constraints\n", " if constraints is not None:\n", " e.constraints.update(constraints)\n", " e.griddap_initialize()\n", " \n", " # Update the selection of the variables\n", " if variables is not None:\n", " e.variables = variables\n", "\n", " erddap_data = e.to_xarray()\n", " \n", " # TABLEDAP Protocol\n", " elif data_protocol == \"tabledap\":\n", "\n", " # Update the constraints\n", " if constraints is not None:\n", " e.constraints = constraints\n", " \n", " # Update the selection of the variables\n", " if variables is not None:\n", " e.variables = variables\n", " \n", " erddap_data = e.to_pandas()\n", " \n", " # Invalid protocol given\n", " else:\n", " print('Invalid ERDDAP protocol. Given protocol is: ' + data_protocol)\n", " print('Valid protocols include \"griddap\" or \"tabledap\". Please restart and try again with a valid protocol')\n", " erddap_data = None\n", " \n", " \n", " #############################\n", " return erddap_data" ] }, { "cell_type": "markdown", "id": "0d9c09a6-1085-4241-8d42-4b012266d274", "metadata": {}, "source": [ "Extracting Climatology Data for Plotting at Specific Depth for Two Mooring Sub-stations" ] }, { "cell_type": "code", "execution_count": 3, "id": "3fdf4b0b-3d56-4142-8c29-f35b1ceb8b50", "metadata": { "tags": [] }, "outputs": [], "source": [ "nwem_url = 'http://nwem.apl.washington.edu/erddap'\n", "\n", "nwem_dataset1 = 'orca3_L3_depth_climatology_025'\n", "nwem_dataset2 = 'npby1_L3_depth_climatology_025'\n", "\n", "variables = [\"sea_water_temperature\",\n", " \"sea_water_practical_salinity\",\"mass_concentration_of_oxygen_in_sea_water\"]\n", "\n", "constraints = {\"time>=\":datetime.datetime(1970,1,1).strftime('%Y-%m-%dT%H:%M:%SZ')}\n", "#constraints = None\n", "#constraints = {\"cast_start_time>=\": \"max(cast_start_time)-365\"}\n", "\n", "nwem_grid1 = get_erddap_data(nwem_url, nwem_dataset1, \n", " variables=variables, \n", " constraints=constraints,\n", " data_protocol=\"griddap\")\n", "\n", "nwem_grid2 = get_erddap_data(nwem_url, nwem_dataset2, \n", " variables=variables, \n", " constraints=constraints,\n", " data_protocol=\"griddap\")" ] }, { "cell_type": "code", "execution_count": 4, "id": "9486499e-85d2-43e5-9871-ca122c6718d0", "metadata": { "tags": [] }, "outputs": [], "source": [ "#nwem_grid2" ] }, { "cell_type": "code", "execution_count": 5, "id": "f4fb6f62-12ce-4480-8a9f-c9858f6acc1e", "metadata": { "tags": [] }, "outputs": [], "source": [ "ds1=nwem_grid1; ds2=nwem_grid2; " ] }, { "cell_type": "code", "execution_count": 6, "id": "7b30bf6e-91f7-4107-9abc-f9f6a9e43183", "metadata": { "tags": [] }, "outputs": [], "source": [ "# ds1.sea_water_temperature.values ds1.sea_water_temperature.shape" ] }, { "cell_type": "code", "execution_count": 7, "id": "20d9e230-c3c5-4ce0-a037-78a18f125e11", "metadata": { "tags": [] }, "outputs": [], "source": [ "depth1=np.array(ds1.depth.values[:]); depth2=np.array(ds2.depth.values[:]); \n", "date1=np.array(ds1.time.values[:]); date2=np.array(ds2.time.values[:])#325\n", "depth_l=\"50\"" ] }, { "cell_type": "code", "execution_count": 8, "id": "ecab1892-fc22-4845-96c4-0bcd84f6339d", "metadata": { "tags": [] }, "outputs": [], "source": [ "date1= np.array([pd.Timestamp(date).dayofyear for date in date1]); date2= np.array([pd.Timestamp(date).dayofyear for date in date2]); " ] }, { "cell_type": "code", "execution_count": 9, "id": "3a8b4620-3061-4f90-9f7e-22badc2e601d", "metadata": { "tags": [] }, "outputs": [], "source": [ "str1=\"sea_water_temperature\"; str2=\"sea_water_practical_salinity\";str3='mass_concentration_of_oxygen_in_sea_water';" ] }, { "cell_type": "code", "execution_count": 10, "id": "1b4aa061-89ae-4959-bb6c-06f27cb21415", "metadata": { "tags": [] }, "outputs": [], "source": [ "var1_sst=ds1[str1]; var1_sss=ds1[str2]; var1_oxy=ds1[str3]; \n", "\n", "var2_sst=ds2[str1]; var2_sss=ds2[str2]; var2_oxy=ds2[str3]; " ] }, { "cell_type": "code", "execution_count": 11, "id": "e05554a2-6301-435a-a1d6-9bf65e615f41", "metadata": { "tags": [] }, "outputs": [], "source": [ "var1_sst=var1_sst.assign_coords(time=(\"time\",date1))\n", "var1_sss=var1_sss.assign_coords(time=(\"time\",date1))\n", "var1_oxy=var1_oxy.assign_coords(time=(\"time\",date1))\n", "\n", "var2_sst=var2_sst.assign_coords(time=(\"time\",date2))\n", "var2_sss=var2_sss.assign_coords(time=(\"time\",date2))\n", "var2_oxy=var2_oxy.assign_coords(time=(\"time\",date2))" ] }, { "cell_type": "code", "execution_count": 12, "id": "3b7adec2-9807-4d8b-921f-c9190892f21b", "metadata": { "tags": [] }, "outputs": [], "source": [ "tser1_sst=var1_sst.isel(depth=int(depth_l)); tser2_sst=var2_sst.isel(depth=int(depth_l))\n", "tser1_sss=var1_sss.isel(depth=int(depth_l)); tser2_sss=var2_sss.isel(depth=int(depth_l))\n", "tser1_oxy=var1_oxy.isel(depth=int(depth_l)); tser2_oxy=var2_oxy.isel(depth=int(depth_l)) " ] }, { "cell_type": "markdown", "id": "22fa9cb8-d1f7-4d92-b02a-5117525f307b", "metadata": {}, "source": [ "Plotting the Climatology Temp, Salinity, and Oxygen at depth for the two sub-stations Orca3 and Nbpy1" ] }, { "cell_type": "code", "execution_count": 18, "id": "38c967e5-7e5d-48ec-9ec7-ff3e58f79761", "metadata": { "tags": [] }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "f, (ax1, ax2, ax3) = plt.subplots(3, 1, figsize=(8, 6)) # Share x-axis\n", "t1 = ax1.plot(date1, tser1_sst,label='orca3'); t1_1=ax1.plot(date2, tser2_sst,label='npby1');\n", "t2 = ax2.plot(date1, tser1_sss); t2_2 = ax2.plot(date2, tser2_sss)\n", "t3 = ax3.plot(date1, tser1_oxy); t3_2 = ax3.plot(date2, tser2_oxy)\n", "\n", "\n", "ax1.set_title(\"Temperature (°C) @ depth \" + depth_l)\n", "ax1.set_xlabel(\"\")\n", "ax1.set_ylabel(\"°C\")\n", "#ax1.set_xticks(ds.cast_start_time[tick_positions].values)\n", "ax1.set_xticklabels([])\n", "ax1.legend()\n", "\n", "ax2.set_title(\"Salinity (psu) @ depth \" + depth_l)\n", "ax2.set_xlabel(\"\")\n", "ax2.set_ylabel(\"psu\")\n", "#ax1.set_xticks(ds.cast_start_time[tick_positions].values)\n", "ax2.set_xticklabels([])\n", "\n", "ax3.set_title(\"Oxygen (mg/L) @ depth \" + depth_l)\n", "ax3.set_xlabel(\"\")\n", "ax3.set_ylabel(\"mg/L\")\n", "\n", "#ax1.set_xticks(ds.cast_start_time[tick_positions].values)\n", "#ax2.set_xticklabels([])\n", "f.suptitle(\"Climatology Temp, Salinity, and Oxygen at depth for Stations Orca3 and nbpy1\", fontsize=16, y=1.02)\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "e07a0431-7c86-4dd4-a951-c9112eaeb28c", "metadata": { "tags": [] }, "source": [ "Data Preparation for Climatology Depth Distribution Plots " ] }, { "cell_type": "code", "execution_count": 14, "id": "3e5ea1ed-6403-4ed6-b228-288006c21c18", "metadata": { "tags": [] }, "outputs": [], "source": [ "sst1=var1_sst.transpose(); sst2=var2_sst.transpose();\n", "sss1=var1_sss.transpose(); sss2=var2_sss.transpose();\n", "oxy1=var1_oxy.transpose(); oxy2=var2_oxy.transpose();" ] }, { "cell_type": "code", "execution_count": 15, "id": "aa2f2749-7eb1-4799-890f-db170686eeb2", "metadata": { "tags": [] }, "outputs": [], "source": [ "formatted_time = date1\n", "tick_positions = np.linspace(0, len(date1) - 1, 6, dtype=int)\n", "tick_labels = [formatted_time[i] for i in tick_positions]" ] }, { "cell_type": "markdown", "id": "3fb8730d-9817-4a9f-9708-41dbb59e92ff", "metadata": {}, "source": [ " Climatology Plot of Temperature, Salinity, and Oxygen at Orca3 Station" ] }, { "cell_type": "code", "execution_count": 16, "id": "419833e1-aa80-456f-90a4-b11395d257b4", "metadata": { "tags": [] }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "f, (ax1, ax2, ax3) = plt.subplots(3, 1, figsize=(8, 6)) # Share x-axis\n", "\n", "# Plot Temperature subplot\n", "sc1 = ax1.pcolor(date1, depth1, sst1, cmap=\"Spectral_r\")\n", "ax1.set_title(\"Temperature (°C)\")\n", "ax1.set_xlabel(\"\")\n", "ax1.set_ylabel(\"Depth (m)\")\n", "ax1.invert_yaxis() # Invert y axis\n", "#ax1.set_xticks(date[tick_positions])\n", "ax1.set_xticklabels([])\n", "\n", "# Plot Salinity subplot\n", "sc2 = ax2.pcolor(date1, depth1, sss1, cmap=\"Spectral_r\")\n", "ax2.set_title(\"Salinity (psu)\")\n", "ax2.set_xlabel(\"\")\n", "ax2.set_ylabel(\"Depth (m)\")\n", "ax2.invert_yaxis() # Invert y axis\n", "#ax2.set_xticks(date[tick_positions])\n", "ax2.set_xticklabels([])\n", "\n", "# Plot Oxygen subplot\n", "sc3 = ax3.pcolor(date1, depth1, oxy1, cmap=\"Spectral_r\")\n", "ax3.set_title(\"Oxygen (mg/L)\")\n", "ax3.set_ylabel(\"Depth (m)\")\n", "ax3.set_xlabel(\"Time\")\n", "#ax3.xaxis.set_major_locator(plt.FixedLocator(tick_positions))\n", "#ax3.set_xticks(date[tick_positions]) # Set tick positions for the third row\n", "#ax3.set_xticklabels(tick_labels, ha='center') # Set tick labels for the third row\n", "ax3.invert_yaxis() # Invert y axis\n", "\n", "# Add colorbars\n", "cbar1 = f.colorbar(sc1, ax=ax1, orientation='vertical')\n", "cbar1.ax.set_ylabel('°C',fontweight='bold')\n", "cbar1.ax.yaxis.label.set_fontweight('bold') # Set colorbar label font weight\n", "\n", "cbar2 = f.colorbar(sc2, ax=ax2, orientation='vertical')\n", "cbar2.ax.set_ylabel('psu',fontweight='bold')\n", "cbar2.ax.yaxis.label.set_fontweight('bold') # Set colorbar label font weight\n", "\n", "\n", "cbar3 = f.colorbar(sc3, ax=ax3, orientation='vertical')\n", "cbar3.ax.set_ylabel('mg/L',fontweight='bold')\n", "cbar3.ax.yaxis.label.set_fontweight('bold') # Set colorbar label font weight\n", "\n", "\n", "for ax in [ax1, ax2, ax3]:\n", " ax.set_title(ax.get_title(), fontweight='bold')\n", " ax.set_xlabel(ax.get_xlabel(), fontweight='bold')\n", " ax.set_ylabel(ax.get_ylabel(), fontweight='bold')\n", " for label in ax.get_xticklabels() + ax.get_yticklabels():\n", " label.set_fontweight('bold')\n", "# Adjust layout\n", "plt.tight_layout()\n", "f.suptitle(\"Temp, Salinity, and Oxygen Climatology at Orca3 \", fontsize=16, y=1.02)\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "46d2248b-35fe-4772-ada3-a02dcffc2e05", "metadata": { "tags": [] }, "source": [ "Comparing Climatology of Vertical Temperature, Salinity, and Oxygen of two Sub-Stations" ] }, { "cell_type": "code", "execution_count": null, "id": "c45fc085-164e-41d2-8b5d-f616814933e5", "metadata": { "tags": [] }, "outputs": [], "source": [ "f, axes = plt.subplots(3, 2, figsize=(14, 12)) # 3 rows, 2 columns\n", "\n", "# Plot Temperature subplots\n", "sc1_1 = axes[0, 0].pcolor(date1, depth1, sst1, cmap=\"Spectral_r\", vmin=9,vmax=19)\n", "axes[0, 0].set_title(\"Temperature (°C) - Orca3\")\n", "axes[0, 0].set_xlabel(\"\")\n", "axes[0, 0].set_ylabel(\"Depth (m)\")\n", "axes[0, 0].invert_yaxis() # Invert y axis\n", "axes[0, 0].set_xticklabels([])\n", "axes[0, 0].set_ylim([90, 0]) # Set y-axis range\n", "#axes[0, 0].set_clim([10, 22])\n", "\n", "sc1_2 = axes[0, 1].pcolor(date2, depth2, sst2, cmap=\"Spectral_r\", vmin=9,vmax=19)\n", "axes[0, 1].set_title(\"Temperature (°C) - npby1\")\n", "axes[0, 1].set_xlabel(\"\")\n", "#axes[0, 1].set_ylabel(\"Depth (m)\")\n", "axes[0, 1].invert_yaxis() # Invert y axis\n", "axes[0, 1].set_xticklabels([])\n", "axes[0, 1].set_ylim([90, 0]) # Set y-axis range\n", "\n", "# Plot Salinity subplots\n", "sc2_1 = axes[1, 0].pcolor(date1, depth1, sss1, cmap=\"Spectral_r\", vmin=25,vmax=31)\n", "axes[1, 0].set_title(\"Salinity (psu) - Orca3\")\n", "axes[1, 0].set_xlabel(\"\")\n", "axes[1, 0].set_ylabel(\"Depth (m)\")\n", "axes[1, 0].invert_yaxis() # Invert y axis\n", "axes[1, 0].set_xticklabels([])\n", "axes[1, 0].set_ylim([90, 0]) # Set y-axis range\n", "\n", "sc2_2 = axes[1, 1].pcolor(date2, depth2, sss2, cmap=\"Spectral_r\", vmin=25,vmax=31)\n", "axes[1, 1].set_title(\"Salinity (psu) - npby1\")\n", "axes[1, 1].set_xlabel(\"\")\n", "#axes[1, 1].set_ylabel(\"Depth (m)\")\n", "axes[1, 1].invert_yaxis() # Invert y axis\n", "axes[1, 1].set_xticklabels([])\n", "axes[1, 1].set_ylim([90, 0]) # Set y-axis range\n", "\n", "# Plot Oxygen subplots\n", "sc3_1 = axes[2, 0].pcolor(date1, depth1, oxy1, cmap=\"Spectral_r\",vmin=0,vmax=10)\n", "axes[2, 0].set_title(\"Oxygen (mg/L) - Orca3\")\n", "axes[2, 0].set_ylabel(\"Depth (m)\")\n", "axes[2, 0].set_xlabel(\"Time\")\n", "axes[2, 0].invert_yaxis() # Invert y axis\n", "axes[2, 0].set_ylim([90, 0]) # Set y-axis range\n", "\n", "sc3_2 = axes[2, 1].pcolor(date2, depth2, oxy2, cmap=\"Spectral_r\",vmin=0,vmax=10)\n", "axes[2, 1].set_title(\"Oxygen (mg/L) - npby1\")\n", "axes[2, 1].set_ylabel(\"Depth (m)\")\n", "axes[2, 1].set_xlabel(\"Time\")\n", "axes[2, 1].invert_yaxis() # Invert y axis\n", "axes[2, 1].set_ylim([90, 0]) # Set y-axis range\n", "\n", "# Add colorbars\n", "cbar1_1 = f.colorbar(sc1_1, ax=axes[0, 0], orientation='vertical')\n", "cbar1_1.ax.set_ylabel('°C', fontweight='bold')\n", "cbar1_1.ax.yaxis.label.set_fontweight('bold') # Set colorbar label font weight\n", "\n", "cbar1_2 = f.colorbar(sc1_2, ax=axes[0, 1], orientation='vertical')\n", "cbar1_2.ax.set_ylabel('°C', fontweight='bold')\n", "cbar1_2.ax.yaxis.label.set_fontweight('bold') # Set colorbar label font weight\n", "\n", "cbar2_1 = f.colorbar(sc2_1, ax=axes[1, 0], orientation='vertical')\n", "cbar2_1.ax.set_ylabel('psu', fontweight='bold')\n", "cbar2_1.ax.yaxis.label.set_fontweight('bold') # Set colorbar label font weight\n", "\n", "cbar2_2 = f.colorbar(sc2_2, ax=axes[1, 1], orientation='vertical')\n", "cbar2_2.ax.set_ylabel('psu', fontweight='bold')\n", "cbar2_2.ax.yaxis.label.set_fontweight('bold') # Set colorbar label font weight\n", "\n", "cbar3_1 = f.colorbar(sc3_1, ax=axes[2, 0], orientation='vertical')\n", "cbar3_1.ax.set_ylabel('mg/L', fontweight='bold')\n", "cbar3_1.ax.yaxis.label.set_fontweight('bold') # Set colorbar label font weight\n", "\n", "cbar3_2 = f.colorbar(sc3_2, ax=axes[2, 1], orientation='vertical')\n", "cbar3_2.ax.set_ylabel('mg/L', fontweight='bold')\n", "cbar3_2.ax.yaxis.label.set_fontweight('bold') # Set colorbar label font weight\n", "\n", "# Adjust layout\n", "plt.tight_layout()\n", "f.suptitle(\"Climatology Comparison of Temp, Salinity, and Oxygen for Stations Orca3 and npby1\", fontsize=16, y=1.02)\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "3c35d92c-058c-4a73-9b2c-8c0efcd2e725", "metadata": {}, "source": [ "End of Climatology Plotting" ] } ], "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": "3.9.16" } }, "nbformat": 4, "nbformat_minor": 5 }