{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "\n", "# Calendar Averaging\n", "This script illustrates the following concepts:\n", "\n", "- Usage of geocat-comp's [calendar_average](https://geocat-comp.readthedocs.io/en/stable/user_api/generated/geocat.comp.climatologies.calendar_average.html) function.\n", "\n", "- Usage of geocat-datafiles for accessing NetCDF files\n", "- Creating a figure with stacked subplots\n", "The top subplot is raw surface temperature data from a model run with a\n", "temporal resolution of 6-hours.\n", "\n", "The second subplot shows the output of the raw data being aggregated using the\n", "`calendar_average` function with the `freq` argument set to `daily`. This\n", "function averages all data points within each 24-hour period.\n", "\n", "The third subplot shows the output of `calendar_average` with the `freq`\n", "argument set to `monthly`. This works much the same as for the middle plot;\n", "however, the data is now grouped by month which yields a smoother curve.\n", "\n", "The bottom subplot shows the output of `calendar_average` with the `freq`\n", "argument set to `season`. This averages all data points in each meteorological\n", "season. Those seasons are each comprised of three month periods with the first\n", "consisting of December, January, and February for meteorological winter.\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Import packages\n", "\n" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "collapsed": false }, "outputs": [], "source": [ "import cftime\n", "import matplotlib.pyplot as plt\n", "import xarray as xr\n", "\n", "from geocat.comp import calendar_average\n", "import geocat.datafiles as gdf\n", "import geocat.viz as gv" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Read in data\n", "\n", "We will get the data from the [geocat-datafiles](https://github.com/NCAR/geocat-datafiles) package. This package contains example data used in many of the examples for geocat packages.\n", "\n", "Then, we use xarray's [open_dataset](http://xarray.pydata.org/en/stable/generated/xarray.open_dataset.html) function to read the data into an xarray dataset, choose a single model from the ensemble run, and extract its surface temperature data into `temp`" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "collapsed": false }, "outputs": [], "source": [ "ds = xr.open_dataset(gdf.get('netcdf_files/atm.20C.hourly6-1990-1995-TS.nc'))\n", "ds = ds.isel(member_id=0) # select one model from the ensemble\n", "\n", "temp = ds.TS # surface temperature data" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Calculate daily, monthly, and seasonal averages using `calendar_average`" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "collapsed": false }, "outputs": [], "source": [ "daily = calendar_average(temp, 'day')\n", "monthly = calendar_average(temp, 'month')\n", "season = calendar_average(temp, 'season')\n", "\n", "# Convert datetimes to number of hours since 1990-01-01 00:00:00\n", "# This must be done in order to use the time for the x axis\n", "time_num_raw = cftime.date2num(temp.time, 'hours since 1990-01-01 00:00:00')\n", "time_num_day = cftime.date2num(daily.time, 'hours since 1990-01-01 00:00:00')\n", "time_num_month = cftime.date2num(monthly.time,\n", " 'hours since 1990-01-01 00:00:00')\n", "time_num_season = cftime.date2num(season.time,\n", " 'hours since 1990-01-01 00:00:00')\n", "\n", "# Start and end time for axes limits in units of hours since 1990-01-01 00:00:00\n", "tstart = time_num_raw[0]\n", "tend = time_num_raw[-1]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Plot" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Make three subplots with shared axes\n", "fig, ax = plt.subplots(4,\n", " 1,\n", " figsize=(8, 10),\n", " sharex=True,\n", " sharey=True,\n", " constrained_layout=True)\n", "\n", "# Plot data\n", "ax[0].plot(time_num_raw, temp.data)\n", "ax[1].plot(time_num_day, daily.data)\n", "ax[2].plot(time_num_month, monthly.data)\n", "ax[3].plot(time_num_season, season.data)\n", "\n", "# Use geocat.viz.util convenience function to set axes parameters without\n", "# calling several matplotlib functions\n", "gv.set_axes_limits_and_ticks(ax[0],\n", " xlim=(tstart, tend + 1),\n", " xticks=range(tstart, tend + 1, 365 * 24),\n", " xticklabels=range(1990, 1997),\n", " ylim=(297, 304))\n", "\n", "# Use geocat.viz.util convenience function to set titles and labels\n", "gv.set_titles_and_labels(ax[0],\n", " ylabel='Raw Data (6-hourly)',\n", " lefttitle=temp.long_name,\n", " lefttitlefontsize=14,\n", " righttitle=temp.units,\n", " righttitlefontsize=14)\n", "\n", "gv.set_titles_and_labels(ax[1], ylabel='Daily Average')\n", "\n", "gv.set_titles_and_labels(ax[2], ylabel='Monthly Average')\n", "\n", "gv.set_titles_and_labels(ax[3],\n", " ylabel='Season Average',\n", " xlabel=temp.time.long_name)\n", "\n", "# Add title manually to control spacing\n", "fig.suptitle('Calendar Average on 6-hourly Data', fontsize=20)\n", "\n", "plt.show()" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3.9.13 ('gc-docs')", "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": "3.9.13" }, "vscode": { "interpreter": { "hash": "3c1a7fb841c8fc32cec51809e57d4533756806c4701b2dfc9b9ebeb0665248c5" } } }, "nbformat": 4, "nbformat_minor": 0 }