{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%load_ext load_style\n", "%load_style talk.css" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Apply Hovmoller Diagram-The seasonal migration of rainfall in Africa\n", "\n", "A Hovmöller diagram is a commonly used way of plotting meteorological data to highlight the role of waves. The axes of a Hovmöller diagram are typically longitude or latitude (abscissa or x-axis) and time (ordinate or y-axis) with the value of some field represented through color or shading. Hovmöller diagrams are also used to plot the time evolution of vertical profiles of scalar quantities such as temperature, density, or concentrations of constituents in the atmosphere or ocean. In that case time is plotted along the abscissa and vertical position (depth, height, pressure) along the ordinate.\n", "\n", "The diagram was invented by Ernest Aabo Hovmöller (1912-2008), a Danish meteorologist, in a paper of 1949.\n", "\n", "From wiki at https://en.wikipedia.org/wiki/Hovm%C3%B6ller_diagram. Moreover, this part is inpired by the [nice blog](https://www.climate.gov/news-features/understanding-climate/hovm%C3%B6ller-diagram-climate-scientist%E2%80%99s-best-friend) written by Tom Di Liberto." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 1. Rainfall in Africa" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The seasonal migration of rainfall in Africa is one of the major rhythms of Earth’s climate system. Rains are generally dominated by the location of the Intertropical Convergence Zone (ITCZ), where the trade winds in each hemisphere meet. Millions of people rely on the timely seasonal progression of the rains in order to plant crops and feed their families. The seasonal migration of the rains across the continent lead to distinct rainfall seasons in West Africa, Eastern Africa, and Southern Africa. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 2. Data source\n", "\n", "Several datasets are publicly available. Here the CHIRPS daily precipitation data is downloaded as an example, which consists of two spatial resolutions of 0.5 and 2.5. In this part, the data of 2.5 degree is used to create the Hovmöller Diagram across the ITCZ in Africa.\n", "\n", "ftp://chg-ftpout.geog.ucsb.edu/pub/org/chg/products/CHIRPS-2.0/global_daily/netcdf/" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 3. Create Hovmöller Diagram of seasonal migration of rainfall in Africa" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 3.1 Load basic libraries" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "collapsed": true }, "outputs": [], "source": [ "% matplotlib inline\n", "\n", "import datetime as dt\n", "import numpy as np\n", "from netCDF4 import Dataset # http://unidata.github.io/netcdf4-python/\n", "\n", "import matplotlib.pyplot as plt\n", "import matplotlib.dates as mdates\n", "from matplotlib.dates import MonthLocator, WeekdayLocator, DateFormatter\n", "import matplotlib.ticker as ticker" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 3.2 Read daily rainfall data in 2016\n", "\n", "* Use print( Dataset(infile)) to get variable info\n", ">variables(dimensions): float32 latitude(latitude), float32 longitude(longitude), float32 precip(time,latitude,longitude), float32 time(time)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "* Set the boundaries of the area to focus on. In this case, it was most of Africa, from 20°W to 55°E longitude and 30°N to 30°S (avoiding locations in South Africa and dry northern Africa where rains are not dominated by the movement of the ITCZ)." ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "collapsed": true }, "outputs": [], "source": [ "infile = r'data\\chirps-v2.0.2016.days_p25.nc'\n", "nc = Dataset(infile)\n", "lon = nc['longitude'][:] \n", "lat = nc['latitude'][:] \n", "\n", "idx_lat_n3 = (lat>=-30.0) * (lat<=30.0)\n", "idx_lon_n3 = (lon>=-20.0) * (lon<=55.0)\n", "\n", "itczpr = nc['precip'][:,idx_lat_n3,:][:,:,idx_lon_n3]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "* Starting with January 1, average the rainfall amounts in all the grid boxes (pixels) across each latitude strip between 30°N and 30°S. For example, we averaged all the rainfall values along the equator from 20°W to 55°E." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(366L, 240L)" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "itczpr_zm = np.mean(itczpr, axis=2)\n", "itczpr_zm.shape" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 3.3 Plot Hovmöller Diagram" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "* Prepare x-y coordinates" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "366" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "base = dt.datetime(2016, 1, 1)\n", "dates = [base + dt.timedelta(days=x) for x in range(0, 366)]\n", "\n", "lats = lat[idx_lat_n3]\n", "\n", "daysx, latsx = np.meshgrid(dates,lats)\n", "itczpr_zm[itczpr_zm<0.0] = 0.0\n", "len(dates)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "* Plot with dates ticks" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "scrolled": true }, "outputs": [ { "data": { "image/png": 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XHIxjY/r7uj1Yp3v9Tq9NcVpxe5XE4QL67cZxB6/m2xcLuj2mu14EkPM+b2SO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nc9gxyn0sjnLZHwWm93I3QrsqDk6ZQuZ8ArsKzLWcr5jIlktAWLe9R6V/8zO12T++2QQYqFUC5m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\nOWd5coi8dTORexDx2OzynCZaRL/afVoN2rW/1AjFQSGHmWtJ58LXF3Tsf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pNnDu8/Ws3l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iRDlnIVPoOBGsqVGLAGdGtMERcwjTLYNK/cyMfvfIcF+e5Ihhk+9gfTjQDDJhO/cBKspGdqw3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kcm/P0C+e4Q3wC1d4WZzptmSEICwiyVKbxsRTBeHh7Fxd8LZvVQ3H6jnx9nx8Gd8UOo9g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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1, 1 , figsize=(15,5))\n", "im = ax.pcolormesh(daysx, latsx, itczpr_zm.T, cmap='YlGnBu', vmin=0.0, vmax=10)\n", "fig.colorbar(im)\n", "\n", "plt.title('Daily Rainfall in Africa Over ITCZ in 2016 [mm/day]', fontsize=12)\n", "plt.ylabel('Latitude')\n", "plt.xlabel('Date')\n", "\n", "# make labels centered\n", "ax.xaxis.set_major_locator(MonthLocator())\n", "ax.xaxis.set_minor_locator(MonthLocator(bymonthday=15))\n", "\n", "ax.xaxis.set_major_formatter(ticker.NullFormatter())\n", "ax.xaxis.set_minor_formatter(DateFormatter('%b'))\n", "\n", "for tick in ax.xaxis.get_minor_ticks():\n", " tick.tick1line.set_markersize(0)\n", " tick.tick2line.set_markersize(0)\n", " tick.label1.set_horizontalalignment('center')\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In the Hovmöller Diagram, you can still see that the heaviest rains push farthest up (north) along the Y-axis in the northern hemisphere summer (June-August). In contrast, during the southern hemisphere summer (December-February), the opposite occurs. Rains are farther down (south) along the Y-axis. The seasonal cycle of African rainfall is simplified in one tidy figure!\n", "\n", "While they may pale in comparison to the type of sorcery seen in Harry Potter, Hovmöller Diagrams are excellent at tracking signals that move, like rains in Africa. These diagrams can be used for many more types of atmospheric features." ] }, { "cell_type": "markdown", "metadata": { "collapsed": true }, "source": [ "## References\n", "\n", "http://unidata.github.io/netcdf4-python/\n", "\n", "Matplotlib: A 2D Graphics Environment by J. D. Hunter In Computing in Science & Engineering, Vol. 9, No. 3. (2007), pp. 90-95\n", "\n", "Jones E, Oliphant E, Peterson P, et al. SciPy: Open Source Scientific Tools for Python, 2001-, http://www.scipy.org/ [Online; accessed 2017-09-11]\n", "\n", "Hovmöller, E. (1949), The Trough-and-Ridge diagram. Tellus, 1: 62–66.\n", "\n", "Funk, C. C, Peterson, P. J., Landsfeld, M. F., Pedreros, D. H., Verdin, J. P., Rowland, J. D., Romero, B. E., Husak, G. J. Michaelsen, J. C., and Verdin, A. P., 2014, A quasi-global precipitation time series for drought monitoring: U. S. Geological Survey Data Series 832, 4 p., http://dx.doi.org/110.3133/ds832." ] }, { "cell_type": "code", "execution_count": null, "metadata": { "collapsed": true }, "outputs": [], "source": [] } ], "metadata": { "anaconda-cloud": {}, "kernelspec": { "display_name": "Python [default]", "language": "python", "name": "python2" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 2 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython2", "version": "2.7.12" } }, "nbformat": 4, "nbformat_minor": 2 }