python-awips/examples/notebooks/Watch_Warning_and_Advisory_Plotting.ipynb
Shay Carter e151a834ba Restructured the WWA notebook:
- createed a new notebook with a slightly different name
- added a preview image for the notebook
- use the template to format the notebook
- changed the time query to use hours instead of just the past x-records
- added an informative legend and title to the plot
- added the ability to turn on/off records based on significance (ie. hide advisories)
- draw the WWAs in an order that promotes best visibility if all are drawn
2022-04-15 14:24:26 -06:00

721 lines
326 KiB
Text

{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"<a name=\"top\"></a>\n",
"<div style=\"width:1000 px\">\n",
"\n",
"<div style=\"float:right; width:98 px; height:98px;\">\n",
"<img src=\"https://docs.unidata.ucar.edu/images/logos/unidata_logo_vertical_150x150.png\" alt=\"Unidata Logo\" style=\"height: 98px;\">\n",
"</div>\n",
"\n",
"# Watch, Warning, and Advisory Plotting\n",
"**Python-AWIPS Tutorial Notebook**\n",
"\n",
"<div style=\"clear:both\"></div>\n",
"</div>\n",
"\n",
"---\n",
"\n",
"<div style=\"float:right; width:250 px\"><img src=\"../images/warnings_preview.png\" alt=\"Example Warning, Watch, Advisory plot\" style=\"height: 300px;\"></div>\n",
"\n",
"\n",
"# Objectives\n",
"\n",
"* Create a colorized plot with [Warnings, Watches, Advisories and Statements (WWAs)](https://weather.cod.edu/notes/criteria/)\n",
"* Use python-awips to connect to an EDEX server\n",
"* Create and filter the data request specifically for a warning data type\n",
"* Create and use accurate time filter for data requests\n",
"* Define and use functions\n",
"* Define and use dictionaries\n",
"* Colorize shapes based on a dictionary\n",
"* Overlay warnings, watches, and advisories with state and political maps\n",
"\n",
"---"
]
},
{
"cell_type": "markdown",
"metadata": {
"toc": true
},
"source": [
"<h1>Table of Contents<span class=\"tocSkip\"></span></h1>\n",
"<div class=\"toc\"><ul class=\"toc-item\"><li><span><a href=\"#Imports\" data-toc-modified-id=\"Imports-1\"><span class=\"toc-item-num\">1&nbsp;&nbsp;</span>Imports</a></span></li><li><span><a href=\"#Function:-make_map()\" data-toc-modified-id=\"Function:-make_map()-2\"><span class=\"toc-item-num\">2&nbsp;&nbsp;</span>Function: make_map()</a></span></li><li><span><a href=\"#Function:-get_color()\" data-toc-modified-id=\"Function:-get_color()-3\"><span class=\"toc-item-num\">3&nbsp;&nbsp;</span>Function: get_color()</a></span></li><li><span><a href=\"#Function-get_title()\" data-toc-modified-id=\"Function-get_title()-4\"><span class=\"toc-item-num\">4&nbsp;&nbsp;</span>Function get_title()</a></span></li><li><span><a href=\"#Inital-Setup\" data-toc-modified-id=\"Inital-Setup-5\"><span class=\"toc-item-num\">5&nbsp;&nbsp;</span>Inital Setup</a></span><ul class=\"toc-item\"><li><span><a href=\"#EDEX-Connection\" data-toc-modified-id=\"EDEX-Connection-5.1\"><span class=\"toc-item-num\">5.1&nbsp;&nbsp;</span>EDEX Connection</a></span></li><li><span><a href=\"#Significance-(Sig)-Constants\" data-toc-modified-id=\"Significance-(Sig)-Constants-5.2\"><span class=\"toc-item-num\">5.2&nbsp;&nbsp;</span>Significance (Sig) Constants</a></span></li></ul></li><li><span><a href=\"#Filter-by-Time\" data-toc-modified-id=\"Filter-by-Time-6\"><span class=\"toc-item-num\">6&nbsp;&nbsp;</span>Filter by Time</a></span></li><li><span><a href=\"#Use-the-Data!\" data-toc-modified-id=\"Use-the-Data!-7\"><span class=\"toc-item-num\">7&nbsp;&nbsp;</span>Use the Data!</a></span><ul class=\"toc-item\"><li><span><a href=\"#Get-the-Data\" data-toc-modified-id=\"Get-the-Data-7.1\"><span class=\"toc-item-num\">7.1&nbsp;&nbsp;</span>Get the Data</a></span></li><li><span><a href=\"#Extract-Phensigs,-Geometries-and-Times\" data-toc-modified-id=\"Extract-Phensigs,-Geometries-and-Times-7.2\"><span class=\"toc-item-num\">7.2&nbsp;&nbsp;</span>Extract Phensigs, Geometries and Times</a></span></li></ul></li><li><span><a href=\"#Plot-the-Data!\" data-toc-modified-id=\"Plot-the-Data!-8\"><span class=\"toc-item-num\">8&nbsp;&nbsp;</span>Plot the Data!</a></span><ul class=\"toc-item\"><li><span><a href=\"#Create-State-and-Political-Boundaries\" data-toc-modified-id=\"Create-State-and-Political-Boundaries-8.1\"><span class=\"toc-item-num\">8.1&nbsp;&nbsp;</span>Create State and Political Boundaries</a></span></li><li><span><a href=\"#Draw-the-Plot-and-Legend-for-WWAs\" data-toc-modified-id=\"Draw-the-Plot-and-Legend-for-WWAs-8.2\"><span class=\"toc-item-num\">8.2&nbsp;&nbsp;</span>Draw the Plot and Legend for WWAs</a></span></li></ul></li><li><span><a href=\"#See-Also\" data-toc-modified-id=\"See-Also-9\"><span class=\"toc-item-num\">9&nbsp;&nbsp;</span>See Also</a></span><ul class=\"toc-item\"><li><span><a href=\"#Related-Notebooks\" data-toc-modified-id=\"Related-Notebooks-9.1\"><span class=\"toc-item-num\">9.1&nbsp;&nbsp;</span>Related Notebooks</a></span></li><li><span><a href=\"#Additional-Documentation\" data-toc-modified-id=\"Additional-Documentation-9.2\"><span class=\"toc-item-num\">9.2&nbsp;&nbsp;</span>Additional Documentation</a></span></li></ul></li></ul></div>"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Imports\n",
"\n",
"The imports below are used throughout the notebook. The python-awips and allow us to connect to an EDEX server, use the warning lookup dictionary, and define a TimeRange. The additional imports are for data manipulation and visualization. "
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"from datetime import datetime, timedelta\n",
"\n",
"import numpy as np\n",
"import matplotlib.patches as mpatches\n",
"import matplotlib.pyplot as plt\n",
"import cartopy.crs as ccrs\n",
"import cartopy.feature as cfeature\n",
"from cartopy.feature import ShapelyFeature, NaturalEarthFeature\n",
"from cartopy.mpl.gridliner import LONGITUDE_FORMATTER, LATITUDE_FORMATTER\n",
"from shapely.geometry import MultiPolygon, Polygon\n",
"\n",
"from awips.dataaccess import DataAccessLayer\n",
"from awips.tables import vtec\n",
"from dynamicserialize.dstypes.com.raytheon.uf.common.time import TimeRange"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"<a href=\"#top\">Top</a>\n",
"\n",
"---"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Function: make_map()\n",
"\n",
"In order to plot more than one image, it's easiest to define common logic in a function. However, for this notebook we only use it in one place. It is a function you will find in most of our example notebooks.\n",
"\n",
"Here, a new function called **make_map** is defined. This function uses the [matplotlib.pyplot package (plt)](https://matplotlib.org/3.3.3/api/_as_gen/matplotlib.pyplot.html) to create a figure and axis. The lat/lon grids are added."
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"def make_map(bbox, projection=ccrs.PlateCarree()):\n",
" fig, ax = plt.subplots(figsize=(20,12),\n",
" subplot_kw=dict(projection=projection))\n",
" ax.set_extent(bbox)\n",
" gl = ax.gridlines(draw_labels=True)\n",
" gl.top_labels = gl.right_labels = False\n",
" gl.xformatter = LONGITUDE_FORMATTER\n",
" gl.yformatter = LATITUDE_FORMATTER\n",
" return fig, ax"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"<a href=\"#top\">Top</a>\n",
"\n",
"---"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Function: get_color()\n",
"\n",
"Since we'll be needing to access the color using the vtec lookup table in several places, creating a easily recognizable function is useful."
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"def get_color(phensig):\n",
" return vtec[phensig]['color']"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"<a href=\"#top\">Top</a>\n",
"\n",
"---"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Function get_title()\n",
"\n",
"Similar to the color function just defined, accessing the full name for the phensig will also be necessary, so this function will be helpful."
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"def get_title(phensig):\n",
" return vtec[phensig]['hdln']"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"<a href=\"#top\">Top</a>\n",
"\n",
"---"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Inital Setup"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### EDEX Connection\n",
"\n",
"First we establish a connection to Unidata's public EDEX server. With that connection made, we can create a [new data request object](http://unidata.github.io/python-awips/api/IDataRequest.html) and set the data type to ***warning***, and set the Parameters to ***phensig*** and ***sig***.\n",
"\n",
"<br>\n",
"<div class=\"alert-info\">\n",
"<b>Note:</b> Remember, to see all available parameters use the <a href=\"http://unidata.github.io/python-awips/api/DataAccessLayer.html#awips.dataaccess.DataAccessLayer.getAvailableParameters\"><b>DataAccess.getAvailableParameters()</b></a> method as shown in the <a href=\"http://unidata.github.io/python-awips/examples/generated/Grid_Levels_and_Parameters.html#get-available-parameters\"><b>Grid Levels and Parameters Notebook.</b></a>\n",
"</div>"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [],
"source": [
"DataAccessLayer.changeEDEXHost(\"edex-cloud.unidata.ucar.edu\")\n",
"request = DataAccessLayer.newDataRequest()\n",
"request.setDatatype(\"warning\")\n",
"params = [\"phensig\", \"sig\"]\n",
"request.setParameters(*(params))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Significance (Sig) Constants\n",
"\n",
"The two parameters we're requesting for our warning objects are ***phensig*** and ***sig*** where phensig is styled \"XX.Y\" and sig is \"Y\". The constants in this section correlate the ***sig*** to what type of message it is (what significance it is)."
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [],
"source": [
"WATCH_SIG = 'A'\n",
"WARN_SIG = 'W'\n",
"ADVIS_SIG = 'Y'\n",
"STATEM_SIG = 'S'"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"<a href=\"#top\">Top</a>\n",
"\n",
"---"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Filter by Time\n",
"\n",
"Here we decide how much data we want to pull from EDEX. By default we'll request 12 hours, but that value can easily be modified by [adjusting the `timedelta(hours = 12)`](https://docs.python.org/3/library/datetime.html#timedelta-objects) in line `2`. The more data we request, the longer the next section will take to run."
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [],
"source": [
"# Get records from the last 12 hours\n",
"lastHourDateTime = datetime.utcnow() - timedelta(hours = 12)\n",
"start = lastHourDateTime.strftime('%Y-%m-%d %H:%M:%S')\n",
"end = datetime.utcnow().strftime('%Y-%m-%d %H:%M:%S')\n",
"\n",
"beginRange = datetime.strptime( start , \"%Y-%m-%d %H:%M:%S\")\n",
"endRange = datetime.strptime( end , \"%Y-%m-%d %H:%M:%S\")\n",
"timerange = TimeRange(beginRange, endRange)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"<a href=\"#top\">Top</a>\n",
"\n",
"---"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Use the Data!"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Get the Data\n",
"\n",
"Now that we have our `request` and TimeRange `timerange` objects ready, it's time to request the data array from EDEX.\n",
"\n",
"<br>\n",
"<div class=\"alert-info\">\n",
"<b>Note:</b> Above we set <b>timerange</b> to be 6 hours worth of data. This can return on the order of ~2000 records and can take a little while to run.\n",
"</div>"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Using 1692 records\n"
]
}
],
"source": [
"# Get response\n",
"response = DataAccessLayer.getGeometryData(request, timerange)\n",
"print(\"Using \" + str(len(response)) + \" records\")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Extract Phensigs, Geometries and Times\n",
"\n",
"In this section we start gathering all the information we'll need to properly display our data. First we create an array to keep track of unique phensigs. This is useful summary information and will be used to help create the legend which we'll display along with our plot.\n",
"\n",
"Next, we create arrays for each of the 4 types of significance a statement can have. We will group our records this way, so we can easily toggle which records to display or not.\n",
"\n",
"Then, we create two time variables to keep track of the earliest time from our records and the latest time, and will display that information in the title of our plot.\n",
"\n",
"This section has optional print statements at lines `65` and `85`. The first prints out the title, phensig, ref time, and shape for each unique phensig, and the second prints out a sum of how many unique phensigs there are.\n",
"\n",
"We cycle through all the data produced from our `response` object, access its geometries, and create a new [**ShapelyFeature**](https://scitools.org.uk/cartopy/docs/latest/reference/generated/cartopy.feature.ShapelyFeature.html) with the corresponding color. Then we place this new feature in the appropriate `shapes` array. During this process we also populate the phensigs array with all unique phensig entries.\n",
"\n",
"Finally, after we're done looping through all the `response` data, we create a mapping of phensigs to their corresponding titles. This will be used later to sort the legend alphabetically by titles (which differs from simply sorting by phensig). Ex. *Blizzard Warning (BZ.W)* would come before *Areal Flood Advisory (FA.Y)* if we simply sorted by phensig."
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {
"scrolled": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Flood Warning (FL.W) issued at 2022-04-15 12:00:00.000 (Polygon)\n",
"Fire Weather Watch (FW.A) issued at 2022-04-15 18:00:00.000 (Polygon)\n",
"Severe Thunderstorm Warning (SV.W) issued at 2022-04-15 19:48:00.000 (Polygon)\n",
"Gale Warning (GL.W) issued at 2022-04-15 19:48:00.000 (Polygon)\n",
"Small Craft Advisory (SC.Y) issued at 2022-04-15 19:48:00.000 (MultiPolygon, 15 geometries)\n",
"Red Flag Warning (FW.W) issued at 2022-04-15 15:00:00.000 (Polygon)\n",
"Wind Advisory (WI.Y) issued at 2022-04-15 19:50:00.000 (MultiPolygon, 14 geometries)\n",
"Gale Watch (GL.A) issued at 2022-04-15 12:00:00.000 (Polygon)\n",
"Flood Advisory (FL.Y) issued at 2022-04-15 19:59:00.000 (Polygon)\n",
"Beach Hazards Statement (BH.S) issued at 2022-04-15 10:00:00.000 (MultiPolygon, 5 geometries)\n",
"Flood Watch (FL.A) issued at 2022-04-15 10:00:00.000 (Polygon)\n",
"High Wind Warning (HW.W) issued at 2022-04-15 15:00:00.000 (MultiPolygon, 77 geometries)\n",
"Winter Weather Advisory (WW.Y) issued at 2022-04-15 12:10:00.000 (Polygon)\n",
"High Rip Current Risk (RP.S) issued at 2022-04-15 12:31:00.000 (MultiPolygon, 64 geometries)\n",
"Dense Fog Advisory (MF.Y) issued at 2022-04-15 12:39:00.000 (MultiPolygon, 3 geometries)\n",
"Frost Advisory (FR.Y) issued at 2022-04-15 13:04:00.000 (Polygon)\n",
"Snow Squall Warning (SQ.W) issued at 2022-04-15 13:37:00.000 (Polygon)\n",
"Areal Flood Advisory (FA.Y) issued at 2022-04-15 13:45:00.000 (Polygon)\n",
"Flash Flood Warning (FF.W) issued at 2022-04-15 14:22:00.000 (Polygon)\n",
"Freeze Warning (FZ.W) issued at 2022-04-15 15:55:00.000 (MultiPolygon, 76 geometries)\n",
"Hard Freeze Warning (HZ.W) issued at 2022-04-15 16:08:00.000 (Polygon)\n",
"High Surf Advisory (SU.Y) issued at 2022-04-15 19:44:00.000 (MultiPolygon, 21 geometries)\n",
"Special Marine Warning (MA.W) issued at 2022-04-15 11:24:00.000 (Polygon)\n",
"Areal Flood Warning (FA.W) issued at 2022-04-15 11:29:00.000 (Polygon)\n",
"24 Unique Phensigs\n"
]
}
],
"source": [
"# Keep track of unique phensigs, to use in legend\n",
"phensigs = []\n",
"\n",
"# Sort the geometries based on their sig\n",
"watch_shapes = []\n",
"warning_shapes = []\n",
"advisory_shapes = []\n",
"statement_shapes = []\n",
"\n",
"# Keep track of the earliest and latest reftime for title\n",
"# start with the first time from the first object in the response\n",
"time_str = str(response[0].getDataTime().getRefTime())\n",
"# truncate the decimal seconds for datetime parsing\n",
"time_str = time_str[:-4]\n",
"# convert to datetime object for easy comparison\n",
"first_time = datetime.strptime(time_str, '%Y-%m-%d %H:%M:%S')\n",
"last_time = datetime.strptime(time_str, '%Y-%m-%d %H:%M:%S')\n",
"\n",
"for ob in response:\n",
" \n",
" # get the geometry for the object\n",
" poly = ob.getGeometry()\n",
" # get the reftime for the object\n",
" ref = ob.getDataTime().getRefTime()\n",
" \n",
" # do not plot if phensig is blank (SPS)\n",
" if ob.getString('phensig'):\n",
" \n",
" # look at the reftime\n",
" # convert reftime to a string and parse the decimal seconds\n",
" ref_str = str(ref)\n",
" ref_str = ref_str[:-4]\n",
" # convert reftime to a datetime object for comparison\n",
" ref_time = datetime.strptime(ref_str, '%Y-%m-%d %H:%M:%S')\n",
" # compare current time with first and last times and set if appropriate\n",
" if ref_time is not None:\n",
" if ref_time < first_time:\n",
" first_time = ref_time\n",
" elif ref_time > last_time:\n",
" last_time = ref_time\n",
" \n",
" # get the phensig and sig values from object\n",
" phensigString = ob.getString('phensig')\n",
" sig = ob.getString('sig')\n",
"\n",
" # set the geometries based on whether it's a MultiPolygon or Polygon\n",
" if poly.geom_type == 'MultiPolygon':\n",
" geometries = np.array([])\n",
" geometries = np.append(geometries,MultiPolygon(poly))\n",
" geom_count = \", \" + str(len(geometries)) +\" geometries\"\n",
" else:\n",
" geometries = np.array([])\n",
" geometries = np.append(geometries,Polygon(poly))\n",
" geom_count=\"\"\n",
"\n",
" for geom in geometries:\n",
" bounds = Polygon(geom)\n",
" intersection = bounds.intersection\n",
" geoms = (intersection(geom) for geom in geometries if bounds.intersects(geom))\n",
" \n",
" # Store the unique phensigs\n",
" if not phensigString in phensigs:\n",
" phensigs.append(phensigString)\n",
" # Optional printout of unique Phensigs\n",
" print(get_title(phensigString) \n",
" + \" (\" + phensigString + \") issued at \" + str(ref)\n",
" + \" (\"+str(poly.geom_type) + geom_count + \")\")\n",
" \n",
" # get the corresponding color using the dictionary\n",
" color = get_color(phensigString)\n",
" # create a new shape feature for the object\n",
" shape_feature = ShapelyFeature(geoms,ccrs.PlateCarree(), \n",
" facecolor=color, edgecolor=color)\n",
" # store the shape feature in the correct array\n",
" if sig is WARN_SIG:\n",
" warning_shapes.append(shape_feature)\n",
" elif sig is WATCH_SIG:\n",
" watch_shapes.append(shape_feature)\n",
" elif sig is ADVIS_SIG:\n",
" advisory_shapes.append(shape_feature)\n",
" elif sig is STATEM_SIG:\n",
" statement_shapes.append(shape_feature)\n",
"\n",
"# Optional printout for the number of unique phensigs\n",
"print(len(phensigs), \" Unique Phensigs\")\n",
"\n",
"# Map phensigs to their titles (used for displaying alphabetically by\n",
"# title in legend)\n",
"phensig_titles = {}\n",
"for phensig in phensigs:\n",
" key = get_title(phensig)\n",
" phensig_titles[key] = phensig"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"<a href=\"#top\">Top</a>\n",
"\n",
"---"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Plot the Data!"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Create State and Political Boundaries\n",
"\n",
"Define the state and political boundaries that we'll use in our plot to give more of a frame of reference. These objects are standard method calls in the [Cartopy Feature package, using the NaturalEarthFeature function](https://scitools.org.uk/cartopy/docs/v0.14/matplotlib/feature_interface.html#cartopy.feature.NaturalEarthFeature)."
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [],
"source": [
"# Define the state and political boundaries for the plot \n",
"states_provinces = cfeature.NaturalEarthFeature(\n",
" category='cultural',\n",
" name='admin_1_states_provinces_lines',\n",
" scale='50m',\n",
" facecolor='none')\n",
"political_boundaries = cfeature.NaturalEarthFeature(category='cultural',\n",
" name='admin_0_boundary_lines_land',\n",
" scale='50m', facecolor='none')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Draw the Plot and Legend for WWAs\n",
"\n",
"Here is where we finally get ot draw something! The very first few lines of this section are constants that we can manually \"switch on and off\" for what records we want displayed. By default we have all significance types drawn. If we want to \"turn off\" any of the significance records, simply set it's corresponding constant to false, and re-run this cell to see how that plot compares.\n",
"\n",
"The next step involves creating the objects that are used to define the legend. We use the `phensig_titles` dictionary to loop through all the phensigs in alphabetical (by title) order. Then, we compare if the phensig will be displayed or not based on the display constants from the previous lines. If the significance will be drawn then we create a new [**Patch** object](https://matplotlib.org/stable/api/_as_gen/matplotlib.patches.Patch.html#matplotlib.patches.Patch) of the corresponding color with the corresponding label and add it to our `handles` array.\n",
"\n",
"After that we define our bounding box and create our new plot with its figure and axes.\n",
"\n",
"Our next step is to create our Title for our plot. We create a title based on the draw variables to accurately describe what is being drawn in our plot. Here is where we use the first and last times defined in a previous cell.\n",
"\n",
"Finally, we create and show our plot. We add the title to the plot, add all the features to the axes, and add the legend as well. "
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 1440x864 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# Set these variables for which records to draw\n",
"DRAW_ADVISORY = True\n",
"DRAW_WATCH = True\n",
"DRAW_WARNING = True\n",
"DRAW_STATEMENT = True\n",
" \n",
"# Create handles for legend and add items alphabetically by title and\n",
"# only display based on the display values above\n",
"handles = []\n",
"for title in sorted(phensig_titles):\n",
" phensig = phensig_titles[title]\n",
" # check draw booleans\n",
" if ( \".\"+ADVIS_SIG in phensig and DRAW_ADVISORY or \n",
" \".\"+WATCH_SIG in phensig and DRAW_WATCH or \n",
" \".\"+WARN_SIG in phensig and DRAW_WARNING or \n",
" \".\"+STATEM_SIG in phensig and DRAW_STATEMENT ):\n",
" entry = mpatches.Patch(color=get_color(phensig), label=title)\n",
" handles.append(entry)\n",
"\n",
"# Create the plot\n",
"bbox=[-127,-64,24,49]\n",
"fig, ax = make_map(bbox=bbox)\n",
"\n",
"# Add the title\n",
"# Construct the title based on which record types are being displayed\n",
"title_string = \"\"\n",
"if DRAW_WATCH:\n",
" title_string += \"Watches, \"\n",
"if DRAW_WARNING:\n",
" title_string += \"Warnings, \"\n",
"if DRAW_ADVISORY:\n",
" title_string += \"Advisories, \"\n",
"if DRAW_STATEMENT:\n",
" title_string += \"Statements, \"\n",
"# remove the last comma and space\n",
"title_string = title_string[:-2]\n",
"# add the time range\n",
"title_string += \" from \" + str(first_time) + \" to \" + str(last_time)\n",
"# set the title on the plot, give it a bigger font size, and increase\n",
"# the vertical padding between the title and the figure\n",
"plt.title(title_string, fontsize=20, pad=10)\n",
"\n",
"# Draw all features on the plot\n",
"ax.add_feature(cfeature.LAND)\n",
"ax.add_feature(cfeature.COASTLINE)\n",
"ax.add_feature(states_provinces, edgecolor='black')\n",
"ax.add_feature(political_boundaries, edgecolor='black')\n",
"\n",
"# Draw WWAs in order: Advisory -> Watch > Warning > Statement\n",
"if DRAW_ADVISORY:\n",
" for shape in advisory_shapes:\n",
" ax.add_feature(shape)\n",
"if DRAW_WATCH:\n",
" for shape in watch_shapes:\n",
" ax.add_feature(shape)\n",
"if DRAW_WARNING:\n",
" for shape in warning_shapes:\n",
" ax.add_feature(shape)\n",
"if DRAW_STATEMENT:\n",
" for shape in statement_shapes:\n",
" ax.add_feature(shape)\n",
" \n",
"# Draw the legend\n",
"# use the handles defined earlier for the color associations to\n",
"# phensig titles, set the location to the lower center, give it\n",
"# 5 columns so it uses all the horizonatal space, place it under\n",
"# the actual figure, and give it a larger fontsize\n",
"bottom = 0.12 + (len(handles)//5 *.04)\n",
"ax.legend(handles=handles, loc='lower center', ncol=5, bbox_to_anchor=(0.5, -bottom), fontsize=16)\n",
"\n",
"# Show the plot\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"<a href=\"#top\">Top</a>\n",
"\n",
"---"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## See Also\n",
"\n",
"- [National Weather Service WWA Definitions (Baltimore Office)](https://www.weather.gov/lwx/warningsdefined#:~:text=A%20Winter%20Storm%20Warning%20is%20issued%20when%20a,combination%20of%20snow%20and%2For%20ice%20accumulation%20with%20wind.)\n",
"- [College of Dupage WWA Definitions](https://weather.cod.edu/notes/criteria/)\n",
"\n",
"### Related Notebooks\n",
"\n",
"- [Grid Levels and Parameters](http://unidata.github.io/python-awips/examples/generated/Grid_Levels_and_Parameters.html)\n",
"\n",
"### Additional Documentation\n",
"\n",
"**python-awips**\n",
"\n",
"- [DataAccessLayer.changeEDEXHost()](http://unidata.github.io/python-awips/api/DataAccessLayer.html#awips.dataaccess.DataAccessLayer.changeEDEXHost)\n",
"- [DataAccessLayer.newDataRequest()](http://unidata.github.io/python-awips/api/DataAccessLayer.html#awips.dataaccess.DataAccessLayer.newDataRequest)\n",
"- [DataAccessLayer.getAvailableParameters()](http://unidata.github.io/python-awips/api/DataAccessLayer.html#awips.dataaccess.DataAccessLayer.getAvailableParameters)\n",
"- [IDataRequest](http://unidata.github.io/python-awips/api/IDataRequest.html)\n",
"- [GeometryData](http://unidata.github.io/python-awips/api/PyGeometryData.html)\n",
"\n",
"**datetime**\n",
"\n",
"- [datetime.datetime](https://docs.python.org/3/library/datetime.html#datetime-objects)\n",
"- [datetime.timedelta](https://docs.python.org/3/library/datetime.html#timedelta-objects)\n",
"\n",
"**cartopy**\n",
"\n",
"- [cartopy feature interface](https://scitools.org.uk/cartopy/docs/v0.14/matplotlib/feature_interface.html)\n",
"- [cartopy.feature.ShaeplyFeature](https://scitools.org.uk/cartopy/docs/latest/reference/generated/cartopy.feature.ShapelyFeature.html)\n",
"\n",
"**matplotlib**\n",
"\n",
"- [matplotlib.pyplot()](https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.html)\n",
"- [matplotlib.pyplot.legend()](https://matplotlib.org/3.1.1/api/_as_gen/matplotlib.pyplot.legend.html)\n",
"- [matplotlib.pyplot.axes()](https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.axes.html)\n",
"- [matplotlib.pyplot.figure()](https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.figure.html)\n",
"- [matplotlib.pyplot.title()](https://matplotlib.org/3.1.1/api/_as_gen/matplotlib.pyplot.title.html)\n",
"- [matplotlib.pathes.Patch](https://matplotlib.org/stable/api/_as_gen/matplotlib.patches.Patch.html#matplotlib.patches.Patch)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"<a href=\"#top\">Top</a>\n",
"\n",
"---"
]
}
],
"metadata": {
"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": "3.9.5"
},
"toc": {
"base_numbering": 1,
"nav_menu": {},
"number_sections": true,
"sideBar": true,
"skip_h1_title": true,
"title_cell": "Table of Contents",
"title_sidebar": "Contents",
"toc_cell": true,
"toc_position": {},
"toc_section_display": true,
"toc_window_display": true
}
},
"nbformat": 4,
"nbformat_minor": 1
}