{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "3cb42aa0",
   "metadata": {},
   "source": [
    "# TOS2CA Binder for Plotting Interpolated Data\n",
    "This Jupyter notebook shows how to plot a specific anomaly at a specific timestep, with an interpolated file from the [TOS2CA system](https://nasa-jpl.github.io/tos2ca-documentation/)."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c2790a7c",
   "metadata": {},
   "source": [
    "## Import libraries\n",
    "At a minimum, we will need:\n",
    "* netCDF4\n",
    "* numpy\n",
    "* matplotlib\n",
    "\n",
    "We'll import them in the cell below.  See the requirements.txt file for additional information."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "ddceb3bf",
   "metadata": {},
   "outputs": [],
   "source": [
    "from netCDF4 import Dataset\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "cb4a6fc7",
   "metadata": {},
   "source": [
    "## Open the file\n",
    "Next, we'll open the sample interpolated file, using the netCDF4 library.  This file uses jobID #398 from the TOS2CA system, as you can see in the first part of the filename.  \n",
    "\n",
    "This sample data happens to be from the NASA Global Precipitation Monitor's [GPM_3IMERGHH](https://disc.gsfc.nasa.gov/datasets/GPM_3IMERGHH_07/summary?keywords=GPM_3IMERGHH) data set, and shows the `precipitation` variable."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "ef5f6985",
   "metadata": {},
   "outputs": [],
   "source": [
    "filename = 'sample_data/398-Interpolated-Data.nc4'\n",
    "ncfile_out = Dataset(filename,\"r+\", format=\"NETCDF4\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d0b5ea99",
   "metadata": {},
   "source": [
    "## Select a timestamp and anomaly\n",
    "There can be several timestamps in an interpolated file, and each timestamp will have data for each anomaly that was active at that time.  Timestamps will be in YYYYMMDDHHMM format. Here we identify the timestamp and anomaly number we are interested in.  \n",
    "\n",
    "In this example, we'll use 01-04-2020 07:30 as the timestamp, and anomaly #15."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "d67e9182",
   "metadata": {},
   "outputs": [],
   "source": [
    "\n",
    "timestamp = '202001040730'\n",
    "anomaly_n = '15'"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "06aa9a0c",
   "metadata": {},
   "source": [
    "## Read the data\n",
    "Now we take the `ncfile_out` variable (which is the open netCDF-4 interpoalated file) and select the timestamp, group, the anomaly group, and the variable (`precipitation` in this case -- there is only one variable per interpolated file)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "ee67e4d8",
   "metadata": {
    "scrolled": false
   },
   "outputs": [],
   "source": [
    "data = ncfile_out[timestamp].groups[anomaly_n].variables[ncfile_out.Variable][...].data\n",
    "lat_array = data[:, 0]\n",
    "lon_array = data[:, 1]\n",
    "\n",
    "data_array = np.where(data[:, 2]>=0, data[:, 2], np.nan)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "cbbfcc84",
   "metadata": {},
   "source": [
    "## Plot the data\n",
    "Using matplotlib, we'll setup the plot and show the data!  Note that it will grab some metadata to figure out things like the units the variable is in."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "846961e5",
   "metadata": {},
   "outputs": [
    {
     "data": {
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      "text/plain": [
       "<Figure size 2000x2000 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.style.use(['seaborn-v0_8-poster'])\n",
    "\n",
    "fig = plt.figure(figsize=(20,20))\n",
    "ax = plt.subplot(111)\n",
    "\n",
    "plt.plot(lon_array, lat_array,  '.k', markersize = 5)\n",
    "plt.scatter(lon_array, lat_array, s = 20, c= data_array,cmap = 'jet')\n",
    "\n",
    "plt.title('Interpolated '+ncfile_out.Variable+' - MaskTime:'+timestamp+', Anomaly ID: ' + str(anomaly_n)+', File: '+filename )\n",
    "plt.colorbar(label = ncfile_out.Variable + ' ('+ncfile_out.Units+')', orientation =  'horizontal', shrink = 0.4, pad = 0.06)\n",
    "plt.ylabel('Latitude (deg)')\n",
    "plt.xlabel('Longitude (deg)')\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ]
  }
 ],
 "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": "3.12.5"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}