{ "cells": [ { "cell_type": "markdown", "id": "527cedf6", "metadata": {}, "source": [ "## _ctdcal_ calibration" ] }, { "cell_type": "markdown", "id": "engaged-indicator", "metadata": { "cell_marker": "\"\"\"" }, "source": [ "### First, set up the environment" ] }, { "cell_type": "code", "execution_count": 12, "id": "editorial-commander", "metadata": {}, "outputs": [], "source": [ "import matplotlib\n", "import matplotlib.pyplot as plt\n", "from matplotlib.cm import get_cmap\n", "import pandas as pd\n", "import numpy as np\n", "\n", "try:\n", " from IPython import get_ipython\n", "\n", " get_ipython().run_line_magic(\"matplotlib\", \"inline\")\n", "except AttributeError:\n", " print(\"Magic function can only be used in IPython environment\")\n", " matplotlib.use(\"Agg\")\n", "\n", "plt.style.use(\"dark_background\")" ] }, { "cell_type": "markdown", "id": "joined-arrival", "metadata": { "cell_marker": "\"\"\"" }, "source": [ "### Next, load in some example data from CCHDO's website" ] }, { "cell_type": "code", "execution_count": 42, "id": "vocational-beads", "metadata": {}, "outputs": [], "source": [ "from ctdcal import io\n", "\n", "btl_url = \"https://cchdo.ucsd.edu/data/19436/325020210316_hy1.csv\"\n", "btl = io.load_exchange_btl(btl_url).replace(-999, np.nan)\n", "\n", "ctd_url = \"https://cchdo.ucsd.edu/data/19434/325020210316_ct1.zip\"\n", "headers, ctd = io.load_exchange_ctd(ctd_url)\n", "ssscc_list = [f\"{int(h['STNNBR']):03d}\" + f\"{int(h['CASTNO']):02d}\" for h in headers]\n", "\n", "# can we avoid doing this?\n", "# for cast, ssscc in zip(ctd, ssscc_list):\n", "# cast[\"SSSCC\"] = ssscc" ] }, { "cell_type": "code", "execution_count": 45, "id": "e86d84e9", "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# set up figure and colorbar\n", "plt.figure(figsize=(20,10), dpi=100)\n", "sm = plt.cm.ScalarMappable(cmap=\"viridis\", norm=plt.Normalize(vmin=0, vmax=90))\n", "\n", "# bottle\n", "plt.subplot(121)\n", "plt.scatter(btl[\"REFTMP\"], btl[\"CTDPRS\"], c=btl[\"STNNBR\"])\n", "plt.colorbar(sm)\n", "plt.ylim(plt.ylim()[::-1])\n", "plt.grid()\n", "plt.xlabel(\"Temperature (ITS-90)\", fontsize=14)\n", "plt.ylabel(\"CTDPRS (dbar)\", fontsize=14)\n", "plt.title(\"Reference Bottle Samples\", fontsize=16)\n", "\n", "# CTD\n", "plt.subplot(122)\n", "for cast, color in zip(ctd, get_cmap(\"viridis\")(np.linspace(0, 1, len(ctd)))):\n", " plt.plot(cast[\"CTDTMP\"], cast[\"CTDPRS\"], c=color)\n", "\n", "plt.colorbar(sm)\n", "plt.ylim(plt.ylim()[::-1])\n", "plt.grid()\n", "plt.xlabel(\"Temperature (ITS-90)\", fontsize=14)\n", "plt.title(\"CTD Profiles\", fontsize=16);" ] }, { "cell_type": "code", "execution_count": 75, "id": "45a20537", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.0, 'Bottle Residual (REFTMP - CTDTMP)')" ] }, "execution_count": 75, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "stn = 45\n", "btl_rows = btl[\"STNNBR\"] == 45\n", "\n", "plt.figure(figsize=(20, 10), dpi=100)\n", "\n", "# overlay plot\n", "plt.subplot(121)\n", "plt.plot(ctd[stn][\"CTDTMP\"], ctd[stn][\"CTDPRS\"])\n", "plt.scatter(btl.loc[btl_rows, \"REFTMP\"], btl.loc[btl_rows, \"CTDPRS\"])\n", "plt.ylim(plt.ylim()[::-1])\n", "plt.grid()\n", "plt.ylabel(\"CTDPRS (dbar)\", fontsize=14)\n", "plt.title(\"Bottle and CTD Samples\", fontsize=16)\n", "\n", "# residual plot\n", "plt.subplot(122)\n", "plt.scatter(\n", " btl.loc[btl_rows, \"REFTMP\"] - btl.loc[btl_rows, \"CTDTMP\"],\n", " btl.loc[btl_rows, \"CTDPRS\"],\n", ")\n", "plt.xlim(max(np.abs(plt.xlim())) * np.array((-1,1)))\n", "plt.ylim(plt.ylim()[::-1])\n", "plt.grid()\n", "plt.xlabel(\"Temperature (ITS-90)\", fontsize=14)\n", "plt.ylabel(\"CTDPRS (dbar)\", fontsize=14)\n", "plt.title(\"Bottle Residual (REFTMP - CTDTMP)\", fontsize=16);\n" ] } ], "metadata": { "jupytext": { "cell_markers": "\"\"\"" }, "kernelspec": { "display_name": "Python 3", "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": "3.8.5" } }, "nbformat": 4, "nbformat_minor": 5 }