diff --git a/processing/README.md b/processing/README.md deleted file mode 100644 index 9b58e26..0000000 --- a/processing/README.md +++ /dev/null @@ -1,5 +0,0 @@ -## Processsing ECMWF data with Python - -Sometimes, just visulisation is not good enough. Users need to retrieve/access and process data. For 30 years now ECMWF provides [Metview](https://software.ecmwf.int/metview), a high-level tool to access forecast and observation data in formats stored in MARS archive at ECMWF: GRIB, BUFR and ODB. In recent years the NetCDF support was much approved. - -The notebooks in this folder show you how you can use the metview-python interface to access/process & visualise meteorological data. diff --git a/processing/analysing_data.ipynb b/processing/analysing_data.ipynb deleted file mode 100644 index 454c9f5..0000000 --- a/processing/analysing_data.ipynb +++ /dev/null @@ -1,992 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Analysing data (GRIB)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "In this notebook we will demonstrate how to:\n", - "* find locations of extreme values from GRIB data\n", - "* compute and plot a time series extracted from a point\n", - "* mask values that are not of interest\n", - "* compute wind speed\n", - "* compute and plot a vertical cross section\n", - "* compute and plot a vertical profile\n", - "\n", - "We will use **Metview** to do all of this.\n", - "\n", - "The data we will work with in this notebook is related to storm Joachim from December 2011. The 10 metre windgust forecast was retrieved from MARS for a few steps on a low resolution grid to provide input for the exercises. This is stored in file \"joachim_wind_gust.grib\". Further data, stored in \"joachim_uv.grib\", gives wind components on various pressure levels." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Exploring the surface wind gusts" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Loading the data and finding the extreme values" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "import metview as mv" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Read the data from GRIB file into a Metview Fieldset:" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "5\n" - ] - } - ], - "source": [ - "wg = mv.read(\"joachim_wind_gust.grib\")\n", - "print(wg)\n", - "print(len(wg))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The data is a **Fieldset** with 5 fields. Let's inspect the contents with a few GRIB keys:" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[['10fg6', '20111215', '1200', '6-12', '20111216', '0'],\n", - " ['10fg6', '20111215', '1200', '12-18', '20111216', '600'],\n", - " ['10fg6', '20111215', '1200', '18-24', '20111216', '1200'],\n", - " ['10fg6', '20111215', '1200', '24-30', '20111216', '1800'],\n", - " ['10fg6', '20111215', '1200', '30-36', '20111217', '0']]" - ] - }, - "execution_count": 3, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "mv.grib_get(wg, ['shortName', 'dataDate', 'dataTime',\n", - " 'stepRange', 'validityDate', 'validityTime']) " - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "First let's check the minimum and maximum values over all the fields:" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "0.9916973114013672 39.74169731140137\n" - ] - } - ], - "source": [ - "print(mv.minvalue(wg), mv.maxvalue(wg))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Now, the maximum values for each field - iterate over the fieldset:" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[39.74169731140137,\n", - " 37.20536518096924,\n", - " 37.363698959350586,\n", - " 37.525485038757324,\n", - " 37.46825695037842]" - ] - }, - "execution_count": 5, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "all_maxes = [mv.maxvalue(f) for f in wg]\n", - "all_maxes" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "So we can see immediately that the largest value occurs in the first field. Let's restrict our operations to this first field:" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [], - "source": [ - "wg0 = wg[0]\n", - "max0 = all_maxes[0]" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Find the locations where the value equals the maximum:" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[[47.0, -3.5]]" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "max_location = mv.find(wg0, max0)\n", - "max_location" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Extracting a time series" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Obtain a time series of values at this location (one value from each field):" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "(datetime.datetime(2011, 12, 16, 0, 0), 39.74169731140137)\n", - "(datetime.datetime(2011, 12, 16, 6, 0), 36.70536518096924)\n", - "(datetime.datetime(2011, 12, 16, 12, 0), 25.863698959350586)\n", - "(datetime.datetime(2011, 12, 16, 18, 0), 32.525485038757324)\n", - "(datetime.datetime(2011, 12, 17, 0, 0), 27.468256950378418)\n" - ] - } - ], - "source": [ - "vals_for_point = mv.nearest_gridpoint(wg, max_location[0])\n", - "times = mv.valid_date(wg)\n", - "for tv in zip(times, vals_for_point):\n", - " print(tv)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Let's make a simple plot from the data - we could use matplotlib, but Metview can also give us a nice time series curve:" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [], - "source": [ - "haxis = mv.maxis(\n", - " axis_type = \"date\",\n", - " axis_date_type = \"hours\",\n", - " axis_hours_label = \"on\",\n", - " axis_hours_label_height = 0.4,\n", - " axis_years_label_height = 0.4,\n", - " axis_months_label_height = 0.4,\n", - " axis_days_label_height = 0.4\n", - " )\n", - "\n", - "ts_view = mv.cartesianview(\n", - " x_automatic = \"on\",\n", - " x_axis_type = \"date\",\n", - " y_automatic = \"on\",\n", - " horizontal_axis = haxis\n", - " )\n", - " \n", - "curve_wg = mv.input_visualiser(\n", - " input_x_type = \"date\",\n", - " input_date_x_values = times,\n", - " input_y_values = vals_for_point)\n", - "\n", - "visdef = mv.mgraph(graph_line_thickness=3)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Finally we set the plotting target to the **Jupyter notebook** (we only have to do it once in a notebook) and generate the plot:" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [], - "source": [ - "mv.setoutput('jupyter')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The order of parameters to the plot() command matters: view, data, visual definitions. There can be multiple sets of data and visual definitions in the same plot() command." - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "" - ] - }, - "execution_count": 11, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "mv.plot(ts_view, curve_wg, visdef)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Finding a range of extreme values" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Find the locations where the value is within 95% of the maximum by supplying a range of values:" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[[48.5, -5.0], [48.5, -4.5], [47.0, -7.0], [47.0, -3.5], [47.0, -3.0]]" - ] - }, - "execution_count": 12, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "mv.find(wg0, [max0*0.95, max0])" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "If we want to work with these points in Metview, the easiest way is to use the gfind() function to return a **Geopoints** variable:" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "5 points\n", - "first point:\n" - ] - }, - { - "data": { - "text/plain": [ - "{'latitude': 48.5,\n", - " 'longitude': -5.0,\n", - " 'height': 0.0,\n", - " 'date': 20111216.0,\n", - " 'time': 0.0,\n", - " 'value': 38.7417,\n", - " 'value_missing': 0.0,\n", - " 'value2': 0.0,\n", - " 'value2_missing': 0.0}" - ] - }, - "execution_count": 13, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "max_points = mv.gfind(wg0, max0, max0*0.05)\n", - "print(len(max_points), 'points')\n", - "print('first point:')\n", - "max_points[0]" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Compute a simple bounding box for these points:" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[50.5, 45.0, -1.0, -9.0]" - ] - }, - "execution_count": 14, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "north = mv.latitudes(max_points).max() + 2\n", - "south = mv.latitudes(max_points).min() - 2\n", - "east = mv.longitudes(max_points).max() + 2\n", - "west = mv.longitudes(max_points).min() - 2\n", - "[north, south, east, west]" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Plot the points on a map using this bounding box:" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [], - "source": [ - "view = mv.geoview(\n", - " map_area_definition = \"corners\",\n", - " area = [south, west, north, east]\n", - " )" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "metadata": {}, - "outputs": [], - "source": [ - "coloured_markers = mv.msymb(\n", - " legend = \"on\",\n", - " symbol_type = \"marker\",\n", - " symbol_table_mode = \"advanced\",\n", - " symbol_advanced_table_max_level_colour = \"red\",\n", - " symbol_advanced_table_min_level_colour = \"RGB(1, 0.8, 0.8)\",\n", - " symbol_advanced_table_height_list = 0.8\n", - " )" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "" - ] - }, - "execution_count": 17, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "mv.plot(view, max_points, coloured_markers)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Using Fieldset operations to preserve only the extreme values" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Alternative way to obtain the largest values - use **Fieldset** operations:" - ] - }, - { - "cell_type": "code", - "execution_count": 18, - "metadata": {}, - "outputs": [], - "source": [ - "# compute field of 1s and 0s according to test\n", - "largest_mask = wg0 > (max0*0.85)\n", - "\n", - "# convert 0s into missing values\n", - "largest_mask = mv.bitmap(largest_mask, 0)\n", - "\n", - "# copy the pattern of missing values to wg0\n", - "masked_wg0 = mv.bitmap(wg0, largest_mask)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The result has **missing values** where the original values were below our threshold. In terms of actual data storage, if we were to write this into a GRIB file, it would be much smaller than the original GRIB file because GRIB is very efficient at (not) storing missing values. Let's plot the result with grid point markers:" - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "" - ] - }, - "execution_count": 19, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "gridvals_1x1 = mv.mcont(\n", - " contour = \"off\",\n", - " contour_grid_value_plot = \"on\",\n", - " contour_grid_value_plot_type = \"both\",\n", - " contour_grid_value_format = \"(F4.2)\",\n", - " contour_grid_value_height = 0.45,\n", - " grib_scaling_of_retrieved_fields = \"off\"\n", - " )\n", - "\n", - "mv.plot(view, masked_wg0, gridvals_1x1)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Exploring the atmosphere" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Retrieve U/V wind component data on multiple pressure levels" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "To explore further into the atmosphere, we will need appropriate data. We can either retrieve from MARS or read from the supplied GRIB file, which was originally taken from MARS and then subsampled and downgraded a little in order to make the file smaller:" - ] - }, - { - "cell_type": "code", - "execution_count": 20, - "metadata": {}, - "outputs": [], - "source": [ - "use_mars = False" - ] - }, - { - "cell_type": "code", - "execution_count": 21, - "metadata": {}, - "outputs": [], - "source": [ - "if use_mars:\n", - " uv = mv.retrieve(\n", - " type = \"fc\",\n", - " levelist = [1000,925,850,700,500,400,300,250,200,150,100],\n", - " param = [\"u\",\"v\"],\n", - " date = 20111215,\n", - " step = 12,\n", - " area = [25,-60,75,60],\n", - " grid = [0.25,0.25]\n", - " )\n", - "else:\n", - " uv = mv.read(\"joachim_uv.grib\")" - ] - }, - { - "cell_type": "code", - "execution_count": 22, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[['u', '1000'],\n", - " ['v', '1000'],\n", - " ['u', '925'],\n", - " ['v', '925'],\n", - " ['u', '850'],\n", - " ['v', '850'],\n", - " ['u', '700'],\n", - " ['v', '700'],\n", - " ['u', '500'],\n", - " ['v', '500'],\n", - " ['u', '400'],\n", - " ['v', '400'],\n", - " ['u', '300'],\n", - " ['v', '300'],\n", - " ['u', '250'],\n", - " ['v', '250'],\n", - " ['u', '200'],\n", - " ['v', '200'],\n", - " ['u', '150'],\n", - " ['v', '150'],\n", - " ['u', '100'],\n", - " ['v', '100']]" - ] - }, - "execution_count": 22, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "mv.grib_get(uv, ['shortName','level'])" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Compute wind speed" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Extract the U and V components into different Fieldsets, each will have 11 fields:" - ] - }, - { - "cell_type": "code", - "execution_count": 29, - "metadata": {}, - "outputs": [], - "source": [ - "u = mv.read(data = uv, param = \"u\")\n", - "v = mv.read(data = uv, param = \"v\")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Compute the **wind speed** directly on the Fieldsets, giving us a single Fieldset containing 11 fields of wind speed:" - ] - }, - { - "cell_type": "code", - "execution_count": 30, - "metadata": {}, - "outputs": [], - "source": [ - "spd = mv.sqrt(u*u + v*v)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Change the paramId and extract 500hPa level for plotting (not stricly necessary, but it lets us use the default ecCharts style, which requires a correct paramId):" - ] - }, - { - "cell_type": "code", - "execution_count": 31, - "metadata": {}, - "outputs": [], - "source": [ - "spd = mv.grib_set_long(spd, ['paramId', 10])\n", - "spd500 = mv.read(data = spd, levelist = 500)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Plot the field into a view that covers the data area:" - ] - }, - { - "cell_type": "code", - "execution_count": 32, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "" - ] - }, - "execution_count": 32, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "view = mv.geoview(\n", - " map_area_definition = \"corners\",\n", - " area = [25,-60,75,60]\n", - " )\n", - "mv.plot(view, spd500, mv.mcont(contour_automatic_setting='ecmwf', legend='on'))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Compute and plot a vertical cross section" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Define a line along an area of interest and plot it onto the map:" - ] - }, - { - "cell_type": "code", - "execution_count": 27, - "metadata": {}, - "outputs": [], - "source": [ - "line = [43.3,-36.0,54.4,13.1] # S, W, N, E" - ] - }, - { - "cell_type": "code", - "execution_count": 28, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "" - ] - }, - "execution_count": 28, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "line_graph = mv.mgraph(\n", - " graph_type = \"curve\",\n", - " graph_line_colour = \"pink\",\n", - " graph_line_thickness = 7\n", - ")\n", - "\n", - "mv.plot(\n", - " view,\n", - " spd500,\n", - " mv.mcont(contour_automatic_setting='ecmwf', legend='on'),\n", - " mv.mvl_geoline(*line,1),line_graph\n", - ")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Use this line to define a cross section view:" - ] - }, - { - "cell_type": "code", - "execution_count": 33, - "metadata": {}, - "outputs": [], - "source": [ - "xs_view = mv.mxsectview(\n", - " bottom_level = 1000.0,\n", - " top_level = 100,\n", - " line = line\n", - " )" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Create a colour scale to plot the data with:" - ] - }, - { - "cell_type": "code", - "execution_count": 34, - "metadata": {}, - "outputs": [], - "source": [ - "xs_shade = mv.mcont(\n", - " legend = \"on\",\n", - " contour_line_style = \"dash\",\n", - " contour_line_colour = \"charcoal\",\n", - " contour_highlight = \"off\",\n", - " contour_level_count = 20,\n", - " contour_label = \"off\",\n", - " contour_shade = \"on\",\n", - " contour_shade_method = \"area_fill\",\n", - " contour_shade_max_level_colour = \"red\",\n", - " contour_shade_min_level_colour = \"blue\",\n", - " contour_shade_colour_direction = \"clockwise\"\n", - " )" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Into the view, plot the data using the given Contouring definition (note the order):" - ] - }, - { - "cell_type": "code", - "execution_count": 35, - "metadata": { - "scrolled": true - }, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "" - ] - }, - "execution_count": 35, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "mv.plot(xs_view, spd, xs_shade)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "We can also obtain the computed cross section data as a netCDF, which we can write to disk as \"mv.write('my_xs.nc', xs_data)\" :" - ] - }, - { - "cell_type": "code", - "execution_count": 36, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n" - ] - } - ], - "source": [ - "xs_data = mv.mcross_sect(\n", - " data = spd,\n", - " line = line\n", - " )\n", - "print(xs_data)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Compute and plot a vertical profile" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Define a **vertical profile view** and plotting attributes:" - ] - }, - { - "cell_type": "code", - "execution_count": 37, - "metadata": {}, - "outputs": [], - "source": [ - "vp_view = mv.mvertprofview(\n", - " point = [47.0,-3.5],\n", - " bottom_level = 1000,\n", - " top_level = 100\n", - " )\n", - "\n", - "graph_plotting = mv.mgraph(\n", - " graph_line_colour = \"red\",\n", - " graph_line_thickness = 3\n", - " )" - ] - }, - { - "cell_type": "code", - "execution_count": 38, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "" - ] - }, - "execution_count": 38, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "mv.plot(vp_view, spd, graph_plotting)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Additional resources\n", - "\n", - "- [Introductory Metview training course](https://confluence.ecmwf.int/display/METV/Data+analysis+and+visualisation+using+Metview)\n", - "- [Metview's Python interface](https://confluence.ecmwf.int/display/METV/Metview%27s+Python+Interface)\n", - "- [Gallery](https://confluence.ecmwf.int/display/METV/Gallery)\n", - "- [Function list](https://confluence.ecmwf.int/display/METV/List+of+Operators+and+Functions)" - ] - } - ], - "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": "3.7.4" - } - }, - "nbformat": 4, - "nbformat_minor": 4 -} diff --git a/processing/compute_wind_speed.ipynb b/processing/compute_wind_speed.ipynb deleted file mode 100644 index 73ce86f..0000000 --- a/processing/compute_wind_speed.ipynb +++ /dev/null @@ -1,263 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Computing and plotting wind speed (GRIB)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "In this notebook we will demonstrate how to:\n", - "* extract wind components on the 500 hPa pressure level\n", - "* compute the wind speed\n", - "* change the GRIB header in the resulting fields\n", - "* plot the results" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "import metview as mv" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "First, we **retrieve** the wind forecast data from **MARS** for a set of pressure levels and forecast steps on a 5x5 degree **regular latlon grid**. Alternatively we can read these fields from disk." - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "use_mars = False # if False, then read data from disk" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [], - "source": [ - "if use_mars: \n", - " g = mv.retrieve(type='fc', \n", - " date = -1, \n", - " time = 12,\n", - " param = ['u','v'], \n", - " levelist = ['500', '1000'], \n", - " levType = 'pl',\n", - " step = [0, 6, 12, 18], \n", - " grid = [5, 5])\n", - "else:\n", - " g = mv.read('data_uv.grib')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The result is a [Fieldset](https://confluence.ecmwf.int/display/METV/Fieldset+Functions), which is Metview's own class to represent GRIB data. We can check the contents of our fieldset with the **grib_get()** function, which can extract a set of metadata keys from the GRIB header." - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[['u', '500', '0'],\n", - " ['v', '500', '0'],\n", - " ['u', '1000', '0'],\n", - " ['v', '1000', '0'],\n", - " ['u', '500', '6'],\n", - " ['v', '500', '6'],\n", - " ['u', '1000', '6'],\n", - " ['v', '1000', '6'],\n", - " ['u', '500', '12'],\n", - " ['v', '500', '12'],\n", - " ['u', '1000', '12'],\n", - " ['v', '1000', '12'],\n", - " ['u', '500', '18'],\n", - " ['v', '500', '18'],\n", - " ['u', '1000', '18'],\n", - " ['v', '1000', '18']]" - ] - }, - "execution_count": 4, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "mv.grib_get(g, ['shortName', 'level', 'step']) " - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Next, we **filter** the 500 hPa wind components using the **read()** function." - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [], - "source": [ - "u = mv.read(data=g, param='u', levelist='500')\n", - "v = mv.read(data=g, param='v', levelist='500')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Having extracted the wind components we **compute** the wind speed fields using Metview's high level fieldset arithmetic. " - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [], - "source": [ - "sp = mv.sqrt(u*u + v*v)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "We can see that in the results the **paramId** and the corresponding **shortName** still refer to the u wind component." - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[['u', '131', '500', '0'],\n", - " ['u', '131', '500', '6'],\n", - " ['u', '131', '500', '12'],\n", - " ['u', '131', '500', '18']]" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "mv.grib_get(sp, ['shortName', 'paramId','level', 'step'])" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The reason for this is that Metview always copies the metadata of the first field in the expression into the resulting field. When we plot fields, the automatic contouring and title are based on the **paramId**. So it is generally a good idea to set it correctly. We will do it by using the **grib_set_long()** function (changing the paramId will set the shortName automatically)." - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[['ws', '10', '500', '0'],\n", - " ['ws', '10', '500', '6'],\n", - " ['ws', '10', '500', '12'],\n", - " ['ws', '10', '500', '18']]" - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "sp = mv.grib_set_long(sp, ['paramId', 10])\n", - "mv.grib_get(sp, ['shortName', 'paramId','level', 'step'])" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Finally, we **plot** the first windspeed field using automatic contouring and title settings." - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "" - ] - }, - "execution_count": 9, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "mv.setoutput('jupyter')\n", - "mv.plot(sp, mv.mcont(contour_automatic_setting='ecmwf', legend='on'))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Additional resources\n", - "\n", - "- [Introductory Metview training course](https://confluence.ecmwf.int/display/METV/Data+analysis+and+visualisation+using+Metview)\n", - "- [Metview's Python interface](https://confluence.ecmwf.int/display/METV/Metview%27s+Python+Interface)\n", - "- [Function list](https://confluence.ecmwf.int/display/METV/List+of+Operators+and+Functions)" - ] - } - ], - "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": "3.6.8" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/processing/cross_section_cds.ipynb b/processing/cross_section_cds.ipynb deleted file mode 100644 index a2235d1..0000000 --- a/processing/cross_section_cds.ipynb +++ /dev/null @@ -1,205 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Cross Section example using reanalysis GRIB data from CDS" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Demonstrates how to use Metview to compute and plot a vertical cross section of an ERA5 GRIB file retrieved from the [Climate Data Store](https://cds.climate.copernicus.eu/) (CDS)." - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "import metview as mv\n", - "import cdsapi" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Retrieve ERA5 temperature data in GRIB format using the [CDS API](https://cds.climate.copernicus.eu/api-how-to) (access needs to be set up first)." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "c = cdsapi.Client()\n", - "\n", - "c.retrieve(\"reanalysis-era5-pressure-levels\",\n", - " {\n", - " \"variable\": \"temperature\",\n", - " \"pressure_level\":['1','2','3','5','7','10','20','30','50','70','100','150',\n", - " '200','250','300','400','500','600','700','800','850',\n", - " '900','925','950','1000'\n", - " ],\n", - " \"product_type\": \"reanalysis\",\n", - " \"date\": \"20171231\",\n", - " \"time\": \"00:00\",\n", - " \"format\": \"grib\"\n", - " },\n", - " \"temp.grib\")\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Metview reads the GRIB data into its [Fieldset](https://confluence.ecmwf.int/display/METV/Fieldset+Functions) class.\n", - "As this is based on Macro data types, see the Macro documentation links." - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [], - "source": [ - "fs = mv.read('./temp.grib')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Define a [Cross Section View](https://confluence.ecmwf.int/display/METV/Cross+Section+View), setting parameters required for the cross section computation/visualisation, including a geographical line along which a cross section of the data is computed (remember that the data consists of a number of vertical levels)." - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [], - "source": [ - "xsection_view = mv.mxsectview(\n", - " vertical_scaling = \"log\",\n", - " bottom_level = 1000.0,\n", - " top_level = 1,\n", - " line = [-40, -105, 61, 85] #lat,lon,lat,lon\n", - ")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Sets up the [contouring style](https://confluence.ecmwf.int/display/METV/Contouring) which provides much flexibility in choosing how to display the output data. It controls features such as isolines, shading and colour schemes." - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [], - "source": [ - "shading = mv.mcont(\n", - " legend = \"on\",\n", - " contour = \"off\",\n", - " contour_level_count = 12,\n", - " contour_label = \"off\",\n", - " contour_shade = \"on\",\n", - " contour_shade_method = \"area_fill\",\n", - " contour_shade_max_level_colour = \"red\",\n", - " contour_shade_min_level_colour = \"white\"\n", - ")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "To plot this, we first need to tell Metview to send the plot to Jupyter." - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [], - "source": [ - "mv.setoutput('jupyter')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Plot the data into the Cross Section View with a customized contouring style." - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "mv.plot(xsection_view, fs, shading)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Additional resources\n", - "\n", - "- [Introductory Metview training course](https://confluence.ecmwf.int/display/METV/Data+analysis+and+visualisation+using+Metview)\n", - "- [Metview's Python interface](https://confluence.ecmwf.int/display/METV/Metview%27s+Python+Interface)\n", - "- [Function list](https://confluence.ecmwf.int/display/METV/List+of+Operators+and+Functions)\n", - "- [Gallery examples](https://confluence.ecmwf.int/display/METV/Gallery)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "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": "3.6.1" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/processing/data_uv.grib b/processing/data_uv.grib deleted file mode 100644 index da9355d..0000000 Binary files a/processing/data_uv.grib and /dev/null differ diff --git a/processing/ens_computing_plotting.ipynb b/processing/ens_computing_plotting.ipynb deleted file mode 100644 index a49f058..0000000 --- a/processing/ens_computing_plotting.ipynb +++ /dev/null @@ -1,734 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Computing and plotting ENS data (GRIB)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "In this notebook we will demonstrate how to:\n", - "* compute and plot ENS mean and spread maps\n", - "* create a stamp plot\n", - "* create a spaghetti plot\n", - "* compute and plot ENS probability and percentile maps\n", - "* generate a CDF plot for a given location\n", - "\n", - "We will use **Metview** and in the case of the CDF also **numpy** and **matplotlib** to achieve our goals." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Preparations" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "import metview as mv" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The data we work with in this notebook is related to the **St Jude wind storm** from 2013 October. The windgust and the 850 hPa geopotential forecast were retrieved from **MARS** for a few steps on a low resolution grid to provide input for the exercises. These are stored in files \"fc.grib\" and \"ens.grib\". \n", - "\n", - "Alternatively you can retrieve this data from MARS (since it is not a recent forecast the retrieval can take quite a long time).\n" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "use_mars = False" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [], - "source": [ - "if use_mars:\n", - " params = {\n", - " \"fg\": {\"step\": [72, 78, 84], \"param\": \"10fg3\", \"levtype\": \"sfc\"},\n", - " \"z\": {\"step\": [78], \"param\": \"z\", \"levtype\": \"pl\", \"levelist\": 850},\n", - " }\n", - "\n", - " d_common = {\n", - " \"date\": 20131025,\n", - " \"time\": 0,\n", - " \"grid\": [0.75, 0.75],\n", - " \"area\": [43.5, -19.5, 66, 15.75]\n", - " }\n", - " \n", - " g_fc = mv.Fieldset()\n", - " g_en = mv.Fieldset()\n", - " for v in params.values():\n", - " g_fc.append(mv.retrieve(d_common, v, type=\"fc\"))\n", - " g_en.append(mv.retrieve(d_common, v, stream=\"enfo\", type=\"cf\"))\n", - " g_en.append(mv.retrieve(d_common, v, stream=\"enfo\", type=\"pf\", number=[1,\"TO\", 50]))\n", - "else:\n", - " g_fc = mv.read(\"fc_storm.grib\")\n", - " g_en = mv.read(\"ens_storm.grib\")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Creating an ENS plot" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "We will create a 2x2 plot for a given timestep (=78h) of the windgust forecast. The maps in the plot will show the following fields:\n", - "* deterministic forecast\n", - "* control forecast\n", - "* ENS mean\n", - "* ENS spread\n", - "\n", - "First we read the **deterministic forecast** and building a title for it:" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [], - "source": [ - "fc = mv.read(data=g_fc, param=\"10fg3\", step=78)\n", - "fc_title = mv.mtext(text_lines=[\"HRES\"], \n", - " text_font_size=0.4)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Next we read the **ENS** forecast data (51 fields):" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "51" - ] - }, - "execution_count": 5, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "en = mv.read(data=g_en, param=\"10fg3\", step=78)\n", - "len(en)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "and check the **content** using **grib_get** (here \"cf\" means control forecast, while \"pf\" means perturbed forecast):" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[['20131025', '0000', 'cf', '0', '10fg3', '78'],\n", - " ['20131025', '0000', 'pf', '1', '10fg3', '78'],\n", - " ['20131025', '0000', 'pf', '2', '10fg3', '78'],\n", - " ['20131025', '0000', 'pf', '3', '10fg3', '78'],\n", - " ['20131025', '0000', 'pf', '4', '10fg3', '78'],\n", - " ['20131025', '0000', 'pf', '5', '10fg3', '78'],\n", - " ['20131025', '0000', 'pf', '6', '10fg3', '78'],\n", - " ['20131025', '0000', 'pf', '7', '10fg3', '78']]" - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "mv.grib_get(en, ['date', 'time', 'type', 'number',\n", - " 'shortName', 'step'])[:8] " - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "We continue with reading the **control forecast** and making title for it:" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [], - "source": [ - "cf = mv.read(data=en, type=\"cf\")\n", - "cf_title = mv.mtext(text_lines=[\"CF\"], \n", - " text_font_size=0.4)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Then we compute the **ensemble mean** and **spread** and define the titles for them:" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [], - "source": [ - "e_mean = mv.mean(en)\n", - "e_spread = mv.stdev(en)\n", - "\n", - "mean_title = mv.mtext(text_lines=[\"ENS Mean\"], \n", - " text_font_size=0.4)\n", - "spread_title = mv.mtext(text_lines=[\"ENS Spread\"], \n", - " text_font_size=0.4)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "We need two **contouring definitions** for the plots: one for the windgust itself and another one for the ensemble spread:" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [], - "source": [ - "wgust_shade = mv.mcont(\n", - " legend = \"on\",\n", - " contour_line_colour = \"navy\",\n", - " contour_highlight = \"off\",\n", - " contour_level_selection_type = \"level_list\",\n", - " contour_level_list = [15,20,25,30,35,40,50],\n", - " contour_label = \"off\",\n", - " contour_shade = \"on\",\n", - " contour_shade_colour_method = \"list\",\n", - " contour_shade_method = \"area_fill\",\n", - " contour_shade_colour_list = [\"sky\",\"greenish_blue\",\"avocado\",\n", - " \"orange\",\"orangish_red\",\"violet\"]\n", - " )\n", - "\n", - "spread_shade = mv.mcont(\n", - " legend = \"on\",\n", - " contour_line_colour = \"navy\",\n", - " contour_highlight = \"off\",\n", - " contour_level_selection_type = \"level_list\",\n", - " contour_level_list = [2,3,4,5,6,7,8,9,10],\n", - " contour_label = \"off\",\n", - " contour_shade = \"on\",\n", - " contour_shade_colour_method = \"palette\",\n", - " contour_shade_method = \"area_fill\",\n", - " contour_shade_palette_name = \"m_purple_9\"\n", - " )\n", - "\n", - "legend = mv.mlegend(legend_text_font_size = 0.35)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Next we define the **map view** and its **style**:" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [], - "source": [ - "coast = mv.mcoast(\n", - " map_coastline_land_shade = \"on\",\n", - " map_coastline_land_shade_colour = \"grey\",\n", - " map_coastline_sea_shade = \"on\",\n", - " map_coastline_sea_shade_colour = \"RGB(0.8944,0.9086,0.933)\",\n", - " map_coastline_thickness = 2,\n", - " map_boundaries = \"on\",\n", - " map_boundaries_colour = \"charcoal\",\n", - " map_grid_colour = \"charcoal\",\n", - " map_grid_longitude_increment = 10\n", - " )\n", - "\n", - "view = mv.geoview(\n", - " map_area_definition = 'corners',\n", - " area = [45,-15,65,15],\n", - " coastlines = coast\n", - " )" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Finally we define the **plot layout**, set the plotting target to the **Jupyter notebook** (we only have to do it once in a notebook) and generate the plot:" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "" - ] - }, - "execution_count": 11, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "dw = mv.plot_superpage(pages = mv.mvl_regular_layout(view,2,2,1,1))\n", - "\n", - "mv.setoutput('jupyter')\n", - "\n", - "mv.plot(dw[0], fc, wgust_shade, fc_title, legend, \n", - " dw[1], cf, wgust_shade, cf_title, legend,\n", - " dw[2], e_mean, wgust_shade, mean_title, legend,\n", - " dw[3], e_spread, spread_shade, spread_title, legend)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Creating a stamp plot" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "In a **stamp plot** we plot all the ensemble members into the different map within the same plot. It provides us with a quick overview on how the forecast members differ from each other." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The maps in a stamp plot will tiny so first we need to **adapt the contour and map settings** to this small size:" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [], - "source": [ - "wgust_shade_stamp = mv.mcont(\n", - " wgust_shade,\n", - " legend=\"off\"\n", - " )\n", - "\n", - "coast_stamp = mv.mcoast(\n", - " coast,\n", - " map_label=\"off\",\n", - " map_grid_colour= \"RGB(0.6, 0.6, 0.6)\"\n", - " )\n", - "\n", - "view_stamp = mv.geoview(\n", - " view,\n", - " coastlines = coast_stamp,\n", - " subpage_y_position = 17,\n", - " subpage_y_lenght = 80\n", - " )" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Next we build a large enough layout catering for all the 51 members. We define a plot layout with **7 rows** and **8 columns**:" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [], - "source": [ - "dw = mv.plot_superpage(pages = mv.mvl_regular_layout(view_stamp,8,7,1,1, [5,100,0,100]))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Finally we generate the plot. In order to manage the great number of arguments we need for the **plot()** command (over 200) we use a **list** to build the plot contents. " - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "" - ] - }, - "execution_count": 14, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "pl_lst = []\n", - "\n", - "# perturbed forecats\n", - "for i in range(1, 51):\n", - " f = mv.read(data=en, type=\"pf\", number=i)\n", - " title = mv.mtext(text_lines=[\"PF=\" + str(i)], text_font_size=0.3)\n", - " pl_lst.append([dw[i-1], f, wgust_shade_stamp, title])\n", - "\n", - "# control forecats\n", - "f = mv.read(data=en, type=\"cf\")\n", - "title = mv.mtext(text_lines=[\"CF\"], text_font_size=0.3)\n", - "pl_lst.append([dw[50], f, wgust_shade_stamp, title]) \n", - " \n", - "mv.plot(pl_lst) " - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Creating a spaghetti plot" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "In a **spaghetti plot** we select an isoline value and plot that isoline into the same map from all the ensemble members. We will use the 125 dkm isoline of the **850 hPa geopotential** forecast since it is a good indicator of the position of the trough associated with the St Jude storm. \n", - "\n", - "First we read the data and define the isolines: we will highlight the deterministic and control forecasts with a different line colour and width." - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [], - "source": [ - "z_en = mv.read(data=g_en, param=\"z\", levelist=850, step=78)\n", - "\n", - "cont_pf = mv.mcont(\n", - " contour_label=\"off\",\n", - " contour_level_selection_type=\"level_list\",\n", - " contour_level_list=125,\n", - " contour_line_colour=\"blue\",\n", - " contour_highlight=\"off\",\n", - " grib_scaling_of_derived_fields=\"on\"\n", - " )\n", - "\n", - "cont_cf = mv.mcont(\n", - " cont_pf,\n", - " contour_line_colour=\"red\",\n", - " contour_line_thickness=3\n", - ")\n", - "\n", - "\n", - "cont_fc = mv.mcont(\n", - " cont_pf,\n", - " contour_line_colour=\"orange\",\n", - " contour_line_thickness=3\n", - ")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Then we use the same technique to build the plot contents as for the stamp plot. The **title** requires a special treatment: the implementation below is used to avoid having 52 titles (one for each ENS member + the deterministic forecast) in the plot." - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "" - ] - }, - "execution_count": 16, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "pf = []\n", - "\n", - "# perturbed forecats\n", - "for i in range(1,51):\n", - " f = mv.read(data=z_en, type=\"pf\", number=i)\n", - " pf.append(f)\n", - "\n", - "# control forecats\n", - "cf = mv.read(data=z_en, type=\"cf\") \n", - " \n", - "# deterministic forecats\n", - "fc = mv.read(source=\"fc_storm.grib\", param=\"z\", level=850, step=78) \n", - " \n", - "title=mv.mtext(text_line_1=\"Value: 125 dkm T+ h\", \n", - " text_font_size=0.5 )\n", - "\n", - "mv.plot(view, pf, cont_pf, \n", - " cf, cont_cf, \n", - " fc, cont_fc, title)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Generating a probability map" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "We could see in the stamp plot that quite a few ENS members predicted gale force wind close to the English Channel. We will now compute the probability of having a wind gust > 28 m/s (~100 km/h) for the given timestep. The computation itself is really simple. The first line below performs a masking turning all the grid point values into 0 or 1 according to the specified condition. Then the just take the mean to get the probabilities and scale the values into percentages:" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "metadata": {}, - "outputs": [], - "source": [ - "prob = en > 28\n", - "prob = mv.mean(prob) * 100" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Next we plot the probability field with a custom contour shading and title into the same map that we used above." - ] - }, - { - "cell_type": "code", - "execution_count": 18, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "" - ] - }, - "execution_count": 18, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "prob_shade = mv.mcont(\n", - " legend = \"on\",\n", - " contour_line_colour = \"navy\",\n", - " contour_highlight = \"off\",\n", - " contour_level_selection_type = \"level_list\",\n", - " contour_level_list = [1, 10, 20, 30, 40, 50, 60, 72],\n", - " contour_label = \"off\",\n", - " contour_shade = \"on\",\n", - " contour_shade_colour_method = \"palette\",\n", - " contour_shade_method = \"area_fill\",\n", - " contour_shade_palette_name = \"eccharts_rainbow_blue_red_7\"\n", - " )\n", - "\n", - "prob_title = mv.mtext(text_lines=[\"ENS PROB (> 28 m/s)\"], \n", - " text_font_size=0.5)\n", - "\n", - "mv.plot(view, prob, prob_shade, legend, prob_title)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Generating a percentile map" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Another way of looking at the probabilities is to use a percentile map which give us a more detailed view about the actual distribution of the ENS forecast values. In this example we will generate the percentile map for 80%. The value in each gridpoint will be the windgust value below which 80% of the ENS members fall." - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "" - ] - }, - "execution_count": 19, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "perc = mv.percentile(data=en, percentiles=80)\n", - "\n", - "perc_title = mv.mtext(text_lines=[\"ENS Percentile=80%\"], \n", - " text_font_size=0.5)\n", - "\n", - "mv.plot(view, perc, wgust_shade, legend, perc_title)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Creating a CDF plot" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "CDF (**Cumulative Distribution Function**) curves can be used to study the forecast probabilities at a given location in detail. The CDF curve constructed form ENS data tells us the probability that the forecast will be less than or equal to a given value.\n", - "\n", - "In this example we will build a CDF plot for the location of Reading for 3 consecutive time steps (72, 78 and 84 h). We use Metview's **nearest_gridpoint()** function tho extract the ENS values at the target location into a **numpy** array. Then the CDF is computed by numpy and for simpllicity the line chart is generated with **matplotlib**." - ] - }, - { - "cell_type": "code", - "execution_count": 20, - "metadata": {}, - "outputs": [], - "source": [ - "import numpy as np\n", - "import matplotlib.pyplot as plt" - ] - }, - { - "cell_type": "code", - "execution_count": 21, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "pos = [51.5, -1]\n", - "lines = []\n", - "for step in [72, 78, 84]:\n", - " f = mv.read(data=g_en, param=\"10fg3\", step=step)\n", - " x = mv.nearest_gridpoint(f, pos)\n", - " \n", - " # form cdf\n", - " y = np.arange(0, 101)\n", - " x = np.percentile(x, y) \n", - " \n", - " # make line plot object\n", - " line, = plt.plot(x, y, label=\"step={}h\".format(step))\n", - " lines.append(line)\n", - "\n", - "plt.legend(handles=lines, loc='lower right')\n", - "plt.xlabel('Wind gust (m/s)')\n", - "plt.ylabel('Percentage (%)')\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Additional resources\n", - "\n", - "- [Introductory Metview training course](https://confluence.ecmwf.int/display/METV/Data+analysis+and+visualisation+using+Metview)\n", - "- [Metview's Python interface](https://confluence.ecmwf.int/display/METV/Metview%27s+Python+Interface)\n", - "- [Function list](https://confluence.ecmwf.int/display/METV/List+of+Operators+and+Functions)" - ] - } - ], - "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": "3.6.8" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/processing/ens_mean_spread_xarray.ipynb b/processing/ens_mean_spread_xarray.ipynb deleted file mode 100644 index 4ba184e..0000000 --- a/processing/ens_mean_spread_xarray.ipynb +++ /dev/null @@ -1,323 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Computing ensemble mean and spread with xarray and plotting the results with Metview " - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - " \n", - "In this example we will compute and plot the ensemble mean and spread (standard deviation) for multiple steps of ECMWF forecast fields stored in GRIB format. We will use a combination of Metview and *xarray* to achieve this goal." - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [], - "source": [ - "import metview as mv\n", - "import xarray as xr" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "File *wgust_ens.grib* contains ECMWF ensemble forecast retrieved from MARS for 10m windgust with 50 perturbed members and 3 timesteps. We read this data into a [Fieldset](https://confluence.ecmwf.int/display/METV/Fieldset+Functions) which is Metview's own class to handle GRIB data. Alternatively, if you have access to it, these fields can be retrieved directly from MARS by enabling the \"retrieve\" branch in the code below." - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [], - "source": [ - "usemars = False\n", - "if usemars:\n", - " fs = mv.retrieve(type=\"pf\", stream = \"ef\", param = \"10fg6\", levtype = \"sfc\", \n", - " number = [1,\"TO\",50], step = [54,60,60], area = [35,-20,75,30], grid =[1,1])\n", - "else:\n", - " fs = mv.read(source=\"./wgust_ens.grib\")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "We will compute the mean and spread for each timestep using *xarray*. First, we need to tell xarray to keep the variable attributes throughout the computations (available from xarray version 0.11.0)." - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 13, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "xr.set_options(keep_attrs=True)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Then, we load our fieldset into an xarray dataset. " - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "\n", - "Dimensions: (latitude: 41, longitude: 51, number: 50, step: 3)\n", - "Coordinates:\n", - " * number (number) int64 1 2 3 4 5 6 7 8 9 ... 42 43 44 45 46 47 48 49 50\n", - " time datetime64[ns] ...\n", - " * step (step) timedelta64[ns] 2 days 12:00:00 2 days 18:00:00 3 days\n", - " surface int64 ...\n", - " * latitude (latitude) float64 75.0 74.0 73.0 72.0 ... 38.0 37.0 36.0 35.0\n", - " * longitude (longitude) float64 -20.0 -19.0 -18.0 -17.0 ... 28.0 29.0 30.0\n", - " valid_time datetime64[ns] ...\n", - "Data variables:\n", - " p10fg6 (number, step, latitude, longitude) float32 ...\n", - "Attributes:\n", - " GRIB_edition: 1\n", - " GRIB_centre: ecmf\n", - " GRIB_centreDescription: European Centre for Medium-Range Weather Forecasts\n", - " GRIB_subCentre: 0\n", - " history: GRIB to CDM+CF via cfgrib-0.9.4.1/ecCodes-2.9.0 ..." - ] - }, - "execution_count": 14, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "ds = fs.to_dataset()\n", - "ds" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The computation of the ensemble mean and spread for each timestep can be done by simply aggregating along the *number* (i.e. the ensemble) dimension of the dataset." - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "\n", - "Dimensions: (latitude: 41, longitude: 51, step: 3)\n", - "Coordinates:\n", - " time datetime64[ns] ...\n", - " * step (step) timedelta64[ns] 2 days 12:00:00 2 days 18:00:00 3 days\n", - " surface int64 ...\n", - " * latitude (latitude) float64 75.0 74.0 73.0 72.0 ... 38.0 37.0 36.0 35.0\n", - " * longitude (longitude) float64 -20.0 -19.0 -18.0 -17.0 ... 28.0 29.0 30.0\n", - " valid_time datetime64[ns] ...\n", - "Data variables:\n", - " p10fg6 (step, latitude, longitude) float32 1.891894 ... 1.5685972\n", - "Attributes:\n", - " GRIB_edition: 1\n", - " GRIB_centre: ecmf\n", - " GRIB_centreDescription: European Centre for Medium-Range Weather Forecasts\n", - " GRIB_subCentre: 0\n", - " history: GRIB to CDM+CF via cfgrib-0.9.4.1/ecCodes-2.9.0 ..." - ] - }, - "execution_count": 15, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "ds_mean = ds.mean(dim='number')\n", - "ds_spread = ds.std(dim='number')\n", - "ds_spread" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Having produced these datasets we will plot them with Metview so we convert back our results into fieldsets (i.e. into GRIB)." - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [], - "source": [ - "fs_mean = mv.dataset_to_fieldset(ds_mean, no_warn = True)\n", - "fs_spread = mv.dataset_to_fieldset(ds_spread, no_warn = True)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "To plot our data, we need to tell Metview to send the graphical output to Jupyter." - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [], - "source": [ - "mv.setoutput('jupyter')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "First, we define a map area and a 2x3 plot layout to render each field into a separate map. " - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [], - "source": [ - "area_view = mv.geoview(\n", - " map_area_definition = 'corners',\n", - " area = [35,-20,75,30],\n", - " coastlines = mv.mcoast(\n", - " map_coastline_land_shade = \"on\",\n", - " map_coastline_land_shade_colour = \"grey\"\n", - " )\n", - ")\n", - "\n", - "dw = mv.plot_superpage(pages = mv.mvl_regular_layout(area_view,3,2,1,1))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Next, we define the contouring settings using predefined styles and also provide custom titles with automatic extraction of the actual forecast step from GRIB header. " - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [], - "source": [ - "cont_spread = mv.mcont(legend= \"on\",\n", - " contour_automatics_settings = \"style_name\",\n", - " contour_style_name = \"sh_blu_f02t30\")\n", - "\n", - "cont_mean = mv.mcont(legend= \"on\",\n", - " contour_automatics_settings = \"style_name\",\n", - " contour_style_name = \"sh_red_f10t70lst\")\n", - "\n", - "title_mean = mv.mtext(text_line_1 = \"ENS Mean +h\")\n", - "\n", - "title_spread = mv.mtext(text_line_1 = \"ENS Spread +h\") " - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Finally, we plot the mean fields into the top row and the spread fields into the bottom row of our layout." - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "" - ] - }, - "execution_count": 10, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "mv.plot(dw[0], fs_mean[0], cont_mean, title_mean,\n", - " dw[1], fs_mean[1], cont_mean, title_mean,\n", - " dw[2], fs_mean[2], cont_mean, title_mean,\n", - " dw[3], fs_spread[0], cont_spread, title_spread,\n", - " dw[4], fs_spread[1], cont_spread, title_spread,\n", - " dw[5], fs_spread[2], cont_spread, title_spread)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Additional resources\n", - "\n", - "- [Introductory Metview training course](https://confluence.ecmwf.int/display/METV/Data+analysis+and+visualisation+using+Metview)\n", - "- [Metview's Python interface](https://confluence.ecmwf.int/display/METV/Metview%27s+Python+Interface)\n", - "- [Function list](https://confluence.ecmwf.int/display/METV/List+of+Operators+and+Functions)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "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": "3.6.1" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/processing/ens_storm.grib b/processing/ens_storm.grib deleted file mode 100644 index 595fa80..0000000 Binary files a/processing/ens_storm.grib and /dev/null differ diff --git a/processing/fc_storm.grib b/processing/fc_storm.grib deleted file mode 100644 index 5dd6c57..0000000 Binary files a/processing/fc_storm.grib and /dev/null differ diff --git a/processing/field_obs_difference.ipynb b/processing/field_obs_difference.ipynb deleted file mode 100644 index c5ef8c7..0000000 --- a/processing/field_obs_difference.ipynb +++ /dev/null @@ -1,544 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Difference between gridded field (GRIB) and scattered observations (BUFR)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - " \n", - "In this example we will load a gridded model field in GRIB format and a set of observation data in BUFR format. We will then use Metview to examine the data, and compute and plot their differences. Then we will export the set of differences into a pandas dataframe for further inspection." - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "import metview as mv" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "use_mars = False # if False, then read data from disk" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Metview retrieves/reads GRIB data into its [Fieldset](https://confluence.ecmwf.int/display/METV/Fieldset+Functions) class." - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [], - "source": [ - "if use_mars:\n", - " t2m_grib = mv.retrieve(type='fc', date=-5, time=12, step=48, levtype='sfc', param='2t', grid='O160', gaussian='reduced')\n", - "else:\n", - " t2m_grib = mv.read('t2m_grib.grib')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Define our area of interest and set up some visual styling." - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [], - "source": [ - "area = [30,-25,72,46] # S,W,N,E" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [], - "source": [ - "europe = mv.geoview(\n", - " map_area_definition = \"corners\",\n", - " area = area,\n", - " coastlines = mv.mcoast(\n", - " map_coastline_land_shade = \"on\",\n", - " map_coastline_land_shade_colour = \"#eeeeee\",\n", - " map_grid_latitude_increment = 10,\n", - " map_grid_longitude_increment = 10)\n", - " )\n", - "\n", - "auto_style = mv.mcont(contour_automatic_setting = \"ecmwf\")\n", - "\n", - "grid_1x1 = mv.mcont(\n", - " contour = \"off\",\n", - " contour_grid_value_plot = \"on\",\n", - " contour_grid_value_plot_type = \"marker\",\n", - " contour_grid_value_marker_colour = \"burgundy\",\n", - " grib_scaling_of_retrieved_fields = \"off\"\n", - " )" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Plot the locations of the grid points. We can see the spatial characteristics of the octahedral reduced Gaussian grid.\n", - "Plotting is performed through Metview's interface to the [Magics](https://confluence.ecmwf.int/display/MAGP/Magics) library developed at ECMWF. We will first define the view parameters (by default we will get a global map in cylindrical projection).\n", - "If we don't set the output destination to be Jupyter, we will get Metview's interactive display window." - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [], - "source": [ - "mv.setoutput('jupyter')" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "mv.plot(europe, t2m_grib, auto_style, grid_1x1)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Metview retrieves/reads BUFR data into its [Bufr](https://confluence.ecmwf.int/display/METV/Observations+Functions) class." - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [], - "source": [ - "if use_mars:\n", - " obs_3day = mv.retrieve(\n", - " type = \"ob\",\n", - " repres = \"bu\",\n", - " date = -3,\n", - " area = area\n", - " )\n", - "else:\n", - " obs_3day = mv.read('./obs_3day.bufr')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Plot the observations on the map." - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "" - ] - }, - "execution_count": 9, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "obs_resize = mv.mobs(obs_size = 0.3, obs_ring_size = 0.3, obs_distance_apart = 1.8)\n", - "mv.plot(europe, obs_3day, obs_resize)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "BUFR can contain a complex arragement of data. Metview has a powerful BUFR examiner [tool](https://confluence.ecmwf.int/display/METV/CodesUI) to inspect the data contents and to see the available keynames. This can be launched with the examine() function. " - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [], - "source": [ - "mv.examine(obs_3day)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "With the information gleaned from that, we can filter the variable we require using the obsfilter() function. This returns a [Geopoints](https://confluence.ecmwf.int/display/METV/Geopoints) object, which has many more [functions](https://confluence.ecmwf.int/display/METV/Geopoints+Functions) available to it. Note: prior to Metview 5.1, only a numeric descriptor could be used to specify the parameter." - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [], - "source": [ - "t2m_gpt = mv.obsfilter(\n", - " data = obs_3day,\n", - " parameter = 'airTemperatureAt2M',\n", - " output = 'geopoints'\n", - ")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Computing the difference between the gridded field and the scattered data is one line of code. Metview will, for each observation point, compute the interpolated value from the field at that location, perform the subtraction and put the result into a new Geopoints object." - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [], - "source": [ - "diff = t2m_grib - t2m_gpt" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "We can then use Magics' powerful symbol plotting routine to assign colours and sizes based on the magnitude of the differences." - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [], - "source": [ - "max_diff = mv.maxvalue(mv.abs(diff))\n", - "\n", - "levels = [max_diff * x for x in [-1, -0.67, -0.33, -0.1, 0.1, 0.33, 0.67, 1]]\n", - " \n", - "diff_symb = mv.msymb(\n", - " legend = \"on\",\n", - " symbol_type = \"marker\",\n", - " symbol_table_mode = \"advanced\",\n", - " symbol_outline = \"on\",\n", - " symbol_outline_colour = \"charcoal\",\n", - " symbol_advanced_table_selection_type = \"list\",\n", - " symbol_advanced_table_level_list = levels,\n", - " symbol_advanced_table_colour_method = \"list\",\n", - " symbol_advanced_table_colour_list = [\"blue\",\"sky\",\"rgb(0.82,0.85,1)\",\"white\",\"rgb(0.9,0.8,0.8)\",\"rgb(0.9,0.5,0.5)\",\"red\"],\n", - " symbol_advanced_table_height_list = [0.6,0.5,0.4,0.3,0.3,0.4,0.5,0.6]\n", - ")" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "" - ] - }, - "execution_count": 14, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "mv.plot(europe, diff, diff_symb)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "We can easily convert this to a pandas dataframe for further analysis." - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [], - "source": [ - "df = diff.to_dataframe()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Print a summary of the whole data set:" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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max70.93000045.95000014.7980800.0
\n", - "
" - ], - "text/plain": [ - " latitude longitude value level\n", - "count 1471.000000 1471.000000 1471.000000 1471.0\n", - "mean 46.557104 21.160707 -0.201723 0.0\n", - "std 8.350950 14.272239 2.417394 0.0\n", - "min 30.110000 -22.590000 -10.236664 0.0\n", - "25% 40.695000 11.800000 -1.555123 0.0\n", - "50% 45.840000 21.950000 -0.174068 0.0\n", - "75% 51.550000 31.790000 1.161705 0.0\n", - "max 70.930000 45.950000 14.798080 0.0" - ] - }, - "execution_count": 16, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "df.describe()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Or a print a summary of just the actual values:" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "count 1471.000000\n", - "mean -0.201723\n", - "std 2.417394\n", - "min -10.236664\n", - "25% -1.555123\n", - "50% -0.174068\n", - "75% 1.161705\n", - "max 14.798080\n", - "Name: value, dtype: float64" - ] - }, - "execution_count": 17, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "df.value.describe()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Produce a quick scatterplot of latitude vs difference values:" - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 19, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "df.plot.scatter(x='latitude', y='value', title='Scatterplot') " - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Additional resources\n", - "\n", - "- [Introductory Metview training course](https://confluence.ecmwf.int/display/METV/Data+analysis+and+visualisation+using+Metview)\n", - "- [Metview's Python interface](https://confluence.ecmwf.int/display/METV/Metview%27s+Python+Interface)\n", - "- [Function list](https://confluence.ecmwf.int/display/METV/List+of+Operators+and+Functions)\n", - "- [Gallery example (field-obs difference)](https://confluence.ecmwf.int/display/METV/Model-Obs%20Difference%20Example)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "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": "3.6.1" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/processing/forecast_ml.grib b/processing/forecast_ml.grib deleted file mode 100644 index 9f8589f..0000000 Binary files a/processing/forecast_ml.grib and /dev/null differ diff --git a/processing/grib_interpolation.ipynb b/processing/grib_interpolation.ipynb deleted file mode 100644 index e9c1590..0000000 --- a/processing/grib_interpolation.ipynb +++ /dev/null @@ -1,372 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Regridding GRIB data and extracting values at scattered locations" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "In this notebook we will demonstrate how to:\n", - "* interpolate GRIB data from one grid to another (regridding)\n", - "* interpolate GRIB data to scattered locations\n", - "* extract the nearest gridpoint from a fieldset\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Preparations" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "import metview as mv\n", - "import numpy as np " - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "We **retrieve** a temperature forecast on 1000 hPa from **MARS** for a few steps on a low resolution **reduced Gaussian grid**. We specify the grid by the Gaussian number, which is defined as the number of latitude bands between the Equator and the Poles. In our case N48 corresponds to an approximate resolution of 1.875-degree at the Equator. \n", - "\n", - "Alternatively we can read these fields from disk." - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "use_mars = False # if False, then read data from disk" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [], - "source": [ - "if use_mars: \n", - " t = mv.retrieve(type='fc', \n", - " param = 't', \n", - " levelist = '1000', \n", - " levType = 'pl',\n", - " step = [0, 6, 12, 18], \n", - " grid = 'N48')\n", - "else:\n", - " t = mv.read('t_n48.grib')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Regridding" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "**Grid to grid** interpolation is implemented with the [Grib Filter](https://confluence.ecmwf.int/display/METV/GRIB+Filter) icon, which, for historical reasons, is named **read()** in the Python interface. This function has almost the same set of parameters as **retrieve()** (Mars Retrieval) but instead of retrieving data from MARS it operates on the fieldset passed as the **data** parameter." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "With this in mind, the **interpolation** of our fieldset onto a **global** 5x5 degree regular latlon grid can be done like this:" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [], - "source": [ - "f1= mv.read(data=t, \n", - " grid=[5,5])" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "If we want interpolate onto a **sub-area** we just need to specify the **area** parameter:" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [], - "source": [ - "f2 = mv.read(data=t, \n", - " grid=[5,5], \n", - " area=[10,-80,70,50]) # S,W,N,E" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "We will compare our two target grids to the original N48 reduced Gaussian grid by plotting the grid point locations with markers:" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "" - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "mv.setoutput('jupyter')\n", - "\n", - "cont = mv.mcont(contour='off', contour_label='off',\n", - " contour_grid_value_plot='on', \n", - " contour_grid_value_plot_type = 'marker')\n", - "\n", - "dw = mv.plot_superpage(pages=mv.mvl_regular_layout(mv.geoview(),1,3,1,1))\n", - "\n", - "mv.plot(dw[0], t[0], cont, \n", - " dw[1], f1[0], cont,\n", - " dw[2], f2[0], cont)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Value extraction at scattered locations" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "We can use the **interpolate()** function to extract field values at arbitrary locations. This function performs a bilinear interpolation with the four surrounding gridpoints and gives a single value for a given field:" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "284.35538156389595" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "loc = [51, -1] #lat,lon\n", - "mv.interpolate(t[0], loc)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "and a list of values for multiple fields:" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[284.35538156389595, 283.9915261965266, 281.6596617651846, 280.93624128343976]" - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "mv.interpolate(t, loc)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "We can also extract the value at the **nearest gridpoint**:" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "284.67388916015625" - ] - }, - "execution_count": 9, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "mv.nearest_gridpoint(t[0], loc)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "and access all the **details** about it (not just its value):" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[{'distance': 77.0006,\n", - " 'index': 1580.0,\n", - " 'latitude': 51.2944,\n", - " 'longitude': 0.0,\n", - " 'value': 284.674}]" - ] - }, - "execution_count": 10, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "mv.nearest_gridpoint_info(t[0], loc)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "For a finer analysis there is also the **surrounding_points_indexes()**, which as its name suggests, returns the index of the surrounding points within the value array of the field (indexing starts at 0)." - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "array([1580., 1723., 1724., 1867.])" - ] - }, - "execution_count": 11, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "idx = mv.surrounding_points_indexes(t[0], loc)\n", - "idx" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Using this information we can extract the value and location of all the surrounding gridpoints:" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "lat:51.29437713895115 lon:0.0 val:284.67388916015625\n", - "lat:51.29437713895115 lon:357.5 val:283.85357666015625\n", - "lat:49.42915369712305 lon:0.0 val:284.34967041015625\n", - "lat:49.42915369712305 lon:357.5 val:284.49224853515625\n" - ] - } - ], - "source": [ - "idx_int = np.asarray(idx, dtype=np.int32)\n", - "vals = mv.values(t[0])[idx_int]\n", - "lats = mv.latitudes(t[0])[idx_int]\n", - "lons = mv.longitudes(t[0])[idx_int]\n", - "for i in range(0, len(vals)):\n", - " print('lat:{} lon:{} val:{}'.format(lats[i], lons[i], vals[i]))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Additional resources\n", - "\n", - "- [Introductory Metview training course](https://confluence.ecmwf.int/display/METV/Data+analysis+and+visualisation+using+Metview)\n", - "- [Metview's Python interface](https://confluence.ecmwf.int/display/METV/Metview%27s+Python+Interface)\n", - "- [Function list](https://confluence.ecmwf.int/display/METV/List+of+Operators+and+Functions)" - ] - } - ], - "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": "3.6.1" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/processing/joachim_uv.grib b/processing/joachim_uv.grib deleted file mode 100644 index f5b4f96..0000000 Binary files a/processing/joachim_uv.grib and /dev/null differ diff --git a/processing/joachim_wind_gust.grib b/processing/joachim_wind_gust.grib deleted file mode 100644 index f77cdcb..0000000 Binary files a/processing/joachim_wind_gust.grib and /dev/null differ diff --git a/processing/obs_3day.bufr b/processing/obs_3day.bufr deleted file mode 100644 index 96b7694..0000000 Binary files a/processing/obs_3day.bufr and /dev/null differ diff --git a/processing/principal_component_analysis.ipynb b/processing/principal_component_analysis.ipynb deleted file mode 100644 index 0a05d49..0000000 --- a/processing/principal_component_analysis.ipynb +++ /dev/null @@ -1,326 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Principal component analysis of ensemble forecast fields" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - " In this example we will perform a principal component (PCA) analysis on ensemble forecast fields stored in GRIB format. We will use a combination of Metview, numpy and scipy to achieve this." - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "import metview as mv\n", - "import numpy as np\n", - "from scipy import linalg as LA" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "File *z500_ens.grib* contains 500 hPa geopotential ECMWF ensemble forecast (50 perturbed and a control member) for a given timestep (+96h). We read this data into a [Fieldset](https://confluence.ecmwf.int/display/METV/Fieldset+Functions) which is Metview's own class to handle GRIB data." - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "fs = mv.read(\"./z500_ens.grib\")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "We can have a quick look at the data using Metview's interactive data examiner tool." - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [], - "source": [ - "mv.examine(fs)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "We will compute the principal components (PC) using *numpy* and *scipy*. First we load the fields into a numpy array." - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "(51, 3266)\n" - ] - } - ], - "source": [ - "v = fs.values()\n", - "print(v.shape)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "For the PCA we center the data, create the covariance matrix and compute the eigenvalues and eigenvectors of it." - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [], - "source": [ - "v -= np.mean(v, axis = 0) \n", - "cov = np.cov(v, rowvar = False)\n", - "evals , evecs = LA.eigh(cov)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The resulting *evecs* array stores the eigenvectors as columns. The eigenvectors are guaranteed to be orthonormal but not yet sorted according to the eigenvalues. So we sort them in descending order. " - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [], - "source": [ - "idx = np.argsort(evals)[::-1]\n", - "evecs = evecs[:,idx]\n", - "evals = evals[idx]" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "This sorted set of eigenvectors forms the principal components of the examined fields. If we print the *explained variance* of the first few PCs we can conclude that the first two PCs are particularly dominant explaining almost 70% of the total variance. We will plot these PCs together with the ensemble mean and spread (i.e. standard deviation) to get a more detailed picture of the main flow patterns in the ENS forecast." - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "array([54.49451851, 14.93586953, 7.88068224, 6.16600524, 3.83589734,\n", - " 1.81716285, 1.56162616, 1.44788584, 1.01362975, 0.78237414])" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "evals[:10]*100/evals.sum()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "In order to plot the PCs with Metview we convert them back into fieldsets by creating a copy of the first two fields of our original fieldset and setting the values accordingly. Please note that the metadata of the new fields is not accurate but it is still perfectly fine for plotting purposes. " - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [], - "source": [ - "g = fs[0:2]\n", - "g[0] = g[0].set_values(evecs[:,0]) \n", - "g[1] = g[1].set_values(evecs[:,1])" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Plotting is performed through Metview's interface to the [Magics](https://confluence.ecmwf.int/display/MAGP/Magics) library developed at ECMWF. We will first define the view parameters (by default we will get a global map in cylindrical projection)." - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [], - "source": [ - "# shaded land to make the points stand out more\n", - "grey_land_shading = mv.mcoast(\n", - " map_coastline_land_shade = \"on\",\n", - " map_coastline_land_shade_colour = \"grey\",\n", - " map_grid_latitude_increment = 10,\n", - " map_grid_longitude_increment = 10,\n", - " map_grid_colour = \"charcoal\"\n", - ")\n", - "\n", - "area_view = mv.geoview(\n", - " map_area_definition = 'corners',\n", - " area = [30,-40.87,65,20],\n", - " coastlines = grey_land_shading\n", - ")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Then we define a 2x2 layout based on the map we defined above." - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [], - "source": [ - "dw = mv.plot_superpage(pages = mv.mvl_regular_layout(area_view,2,2,1,1))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "To highlight the details of the PCs we use Magics' powerful contouring routine to assign colours based on the magnitude of the differences." - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [], - "source": [ - "cont_pc = mv.mcont(\n", - " legend = \"on\",\n", - " contour_line_colour = \"black\",\n", - " contour_highlight = \"off\",\n", - " contour_max_level = 0.06,\n", - " contour_min_level = -0.06,\n", - " contour_shade = \"on\",\n", - " contour_shade_colour_method = \"palette\",\n", - " contour_shade_method = \"area_fill\",\n", - " contour_shade_palette_name= \"eccharts_red_blue2_10\")\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "To plot the data inline, we need to tell Metview to send the plot to Jupyter." - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [], - "source": [ - "mv.setoutput('jupyter')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Finally, we plot each field with a custom title. We compute the ensemble mean and spread on the fly with fieldset functions from Metview. " - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": { - "scrolled": true - }, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "" - ] - }, - "execution_count": 14, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "mv.plot(dw[0], fs.mean(), mv.mtext(text_line_1 = \"ENS mean\"),\n", - " dw[1], fs.stdev(), mv.mtext(text_line_1 = \"ENS spread\"),\n", - " dw[2], g[0], cont_pc, mv.mtext(text_line_1 = \"PC1\"),\n", - " dw[3], g[1], cont_pc, mv.mtext(text_line_1 = \"PC2\"))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Additional resources\n", - "\n", - "- [Introductory Metview training course](https://confluence.ecmwf.int/display/METV/Data+analysis+and+visualisation+using+Metview)\n", - "- [Metview's Python interface](https://confluence.ecmwf.int/display/METV/Metview%27s+Python+Interface)\n", - "- [Function list](https://confluence.ecmwf.int/display/METV/List+of+Operators+and+Functions)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "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": "3.6.1" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/processing/t2m_grib.grib b/processing/t2m_grib.grib deleted file mode 100644 index 3433730..0000000 Binary files a/processing/t2m_grib.grib and /dev/null differ diff --git a/processing/t_n48.grib b/processing/t_n48.grib deleted file mode 100644 index 6492b98..0000000 Binary files a/processing/t_n48.grib and /dev/null differ diff --git a/processing/wgust_ens.grib b/processing/wgust_ens.grib deleted file mode 100644 index 12851d3..0000000 Binary files a/processing/wgust_ens.grib and /dev/null differ diff --git a/processing/wgust_era5.nc b/processing/wgust_era5.nc deleted file mode 100644 index 476fbfc..0000000 Binary files a/processing/wgust_era5.nc and /dev/null differ diff --git a/processing/wind_gust_nc_era5_cds.ipynb b/processing/wind_gust_nc_era5_cds.ipynb deleted file mode 100644 index 7241f9d..0000000 --- a/processing/wind_gust_nc_era5_cds.ipynb +++ /dev/null @@ -1,223 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Retrieving netCDF data from the CDS and plotting it with Metview" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - " \n", - " \n", - "Demonstrates how to retrieve netCDF data from the [Climate Data Store](https://cds.climate.copernicus.eu/) (CDS) and visualise it with [Metview](https://confluence.ecmwf.int/display/METV) using automatic styling and a polar stereographic projection." - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [], - "source": [ - "import metview as mv\n", - "import cdsapi" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Retrieves ERA5 instantaneous 10 metre wind gust data in netCDF format using the [CDS API](https://cds.climate.copernicus.eu/api-how-to) (access needs to be set up first).\n", - "If you do not have access to the CDS-API then initialise variable use_cds = False.\n", - "A copy of the data is provided on disk." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "use_cds = False\n", - "if use_cds:\n", - " c = cdsapi.Client()\n", - " c.retrieve(\"reanalysis-era5-pressure-levels\",\n", - " {\n", - " \"variable\": \"instantaneous_10m_wind_gust\",\n", - " \"product_type\": \"reanalysis\",\n", - " \"year\": \"2011\",\n", - " \"month\": \"08\",\n", - " \"day\": \"01\",\n", - " \"time\": \"00:00\",\n", - " \"format\": \"netcdf\"\n", - " },\n", - " \"wgust_era5.nc\")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Reads the netCDF data from disk." - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [], - "source": [ - "ncdata = mv.read('./wgust_era5.nc')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Defines the netCDF variable to be visualised using the [Metview's netCDF visualiser](https://confluence.ecmwf.int/display/METV/NetCDF+Visualiser) icon." - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [], - "source": [ - "ncvis = mv.netcdf_visualiser(\n", - " netcdf_plot_type = \"geo_matrix\",\n", - " netcdf_data = ncdata,\n", - " netcdf_latitude_variable = \"latitude\",\n", - " netcdf_longitude_variable = \"longitude\",\n", - " netcdf_value_variable = \"i10fg\"\n", - " )" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Defines a Geographical View to customise parameters like map projection and geographical area." - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [], - "source": [ - "geoview = mv.geoview(\n", - " map_projection = \"polar_stereographic\",\n", - " map_area_definition = \"corners\",\n", - " area = [33,-13,49,64] #[S,W,N,E]\n", - " )" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Sets up the [contouring style](https://confluence.ecmwf.int/display/METV/Contouring) which provides much flexibility in choosing how to display the output data. It controls features such as isolines, shading and colour schemes. Here, we use a Magics automatic styling." - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [], - "source": [ - "cont = mv.mcont(\n", - " contour_automatic_setting = \"style_name\",\n", - " contour_style_name = \"sh_all_f03t70_beauf\",\n", - " legend = \"on\"\n", - " )" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "To plot this, we first need to tell Metview to send the plot to Jupyter." - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [], - "source": [ - "mv.setoutput('jupyter')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Plot the netcdf data into a customised Geographical View and contouring style." - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "mv.plot(geoview, ncvis, cont)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Additional resources\n", - "\n", - "- [Introductory Metview training course](https://confluence.ecmwf.int/display/METV/Data+analysis+and+visualisation+using+Metview)\n", - "- [Metview's Python interface](https://confluence.ecmwf.int/display/METV/Metview%27s+Python+Interface)\n", - "- [Function list](https://confluence.ecmwf.int/display/METV/List+of+Operators+and+Functions)\n", - "- [Gallery examples](https://confluence.ecmwf.int/display/METV/Gallery)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "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": "3.6.1" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/processing/wind_shear_vertical_cross_section.ipynb b/processing/wind_shear_vertical_cross_section.ipynb deleted file mode 100644 index e98f1a5..0000000 --- a/processing/wind_shear_vertical_cross_section.ipynb +++ /dev/null @@ -1,374 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Computing wind shear from forecast fields and plotting it on a vertical cross section (GRIB)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "In this example we will compute the vertical wind shear of horizontal wind speed from forecast fields stored in GRIB format and generate a vertical cross section out of it. " - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "import metview as mv" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "File *forecast_ml.grib* contains ECMWF forecast fields (step=+24h) on model levels retrieved from the MARS archive. We read this data into a [Fieldset](https://confluence.ecmwf.int/display/METV/Fieldset+Functions) which is Metview's own class to handle GRIB data." - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "fs = mv.read(source=\"./forecast_ml.grib\")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Our dataset contains the following set of parameters:" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "{'lnsp', 'q', 't', 'u', 'v', 'z'}" - ] - }, - "execution_count": 3, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "set(fs.grib_get_string(\"shortName\"))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Since geopotential is not archived on model levels in MARS our field *z* only contains the surface geopotential, which is - for technical reasons - stored on model level 1." - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "'1'" - ] - }, - "execution_count": 4, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "mv.read(data=fs,param=\"z\").grib_get_string(\"levelist\")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "In this example we define the wind shear by dividing the wind speed difference with the distance of two adjacent model levels. Since we have neither wind speed nor geopotential in our dataset we need to compute both. \n", - "\n", - "First, we compute the wind speed." - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [], - "source": [ - "u = mv.read(data = fs, param = \"u\")\n", - "v = mv.read(data = fs, param = \"v\")\n", - "sp = mv.sqrt(u*u + v*v)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Next, we use Metview's *mvl_geopotential_on_ml* function to compute the geopotential on model levels. This will perform a hydrostatic vertical integration in each gridpoint. " - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [], - "source": [ - "t = mv.read(data = fs, param = \"t\")\n", - "q = mv.read(data = fs, param = \"q\")\n", - "zs = mv.read(data = fs, param = \"z\")\n", - "lnsp = mv.read(data = fs, param = \"lnsp\")\n", - "\n", - "z = mv.mvl_geopotential_on_ml(t, q, lnsp, zs) " - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Finally, the actual windshear computation can be done in a single line using Metview's high level fieldset operations. Here we made use of the fact that our fieldsets are sorted by level in ascending order (and we have 137 model levels in total)." - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [], - "source": [ - "shear = (sp[0:135] - sp[1:136]) / (z[0:135] - z[1:136])" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "We convert the result into *m/s/km* units for easier interpretation and plotting." - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [], - "source": [ - "shear = shear * 9.81 * 1000 " - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "To plot our data, we need to tell Metview to send the graphical output to Jupyter." - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [], - "source": [ - "mv.setoutput('jupyter')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Plotting is performed through Metview's interface to the [Magics](https://confluence.ecmwf.int/display/MAGP/Magics) library developed at ECMWF. \n", - "\n", - "We will first define the cross section line and plot it onto a map together with the wind speed on model level 80 (~250 hPa) to make sure that the cross section will go through an interesting weather feature, the jet stream, in our case. " - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "" - ] - }, - "execution_count": 10, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "area_view = mv.geoview(\n", - " map_area_definition = 'corners',\n", - " area = [35,-20,80,40],\n", - " coastlines = mv.mcoast(\n", - " map_coastline_land_shade = \"on\",\n", - " map_coastline_land_shade_colour = \"grey\"\n", - " )\n", - ")\n", - "\n", - "line = [41,-2,78,32]\n", - "\n", - "line_graph = mv.mgraph(\n", - " graph_type = \"curve\",\n", - " graph_line_colour = \"coral\",\n", - " graph_line_thickness = 5\n", - ")\n", - "\n", - "speed_cont = mv.mcont(legend= \"on\",\n", - " contour_automatics_settings = \"style_name\",\n", - " contour_style_name = \"sh_grn_f30t100i10\")\n", - "\n", - "mv.plot(area_view,\n", - " mv.read(data = sp, levelist = 80),speed_cont,\n", - " mv.mvl_geoline(*line,1),line_graph)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "In the cross section we will overlay the computed wind shear with the wind speed and also want to plot the orography along the section line. First, we define a cross section view with logarithmic vertical coordinates in pressure between 1015 and 80 hPa. " - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [], - "source": [ - "xs_view = mv.mxsectview(\n", - " line = line,\n", - " top_level = 80,\n", - " vertical_scaling = \"log\"\n", - ")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Next, we define the contouring for the wind shear and wind speed, respectively. For the wind shear, being the main feature, we use isoline shading while the wind speed is simply plotted with dashed isolines. We also specify area filling to represent the orography." - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [], - "source": [ - "sh_cont= mv.mcont(\n", - " legend = \"on\",\n", - " contour_line_colour = \"charcoal\",\n", - " contour_highlight = \"off\", \n", - " contour_max_level = 40,\n", - " contour_min_level = -40,\n", - " contour_level_count = 21,\n", - " contour_label = \"off\",\n", - " contour_shade = \"on\",\n", - " contour_shade_method = \"area_fill\",\n", - " contour_shade_colour_method = \"palette\",\n", - " contour_shade_palette_name = \"eccharts_black_red_21\"\n", - ")\n", - "\n", - "sp_cont = mv.mcont(\n", - " contour_line_style = \"dash\",\n", - " contour_line_thickness = 2,\n", - " contour_line_colour = \"charcoal\",\n", - " contour_highlight = \"off\",\n", - " contour_min_level = 20\n", - ")\n", - "\n", - "orog_graph = mv.mgraph(\n", - " graph_type = \"area\",\n", - " graph_shade_colour = \"charcoal\"\n", - ")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The final step is to define the input datasets and pass them on to the cross section. Since our data is available on model levels and we want to use a pressure-based cross section we need to supply the *lnsp* filed (logarithm of surface pressure) so that Metview could perform the required vertical interpolation. The *lnsp* field is also required for plotting the orography. " - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "" - ] - }, - "execution_count": 13, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "xs_sh_data = mv.merge(shear,lnsp)\n", - "xs_sp_data = mv.merge(sp,lnsp)\n", - "\n", - "mv.plot(xs_view,\n", - " xs_sh_data,sh_cont,\n", - " xs_sp_data,sp_cont,\n", - " orog_graph)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Additional resources\n", - "\n", - "- [Introductory Metview training course](https://confluence.ecmwf.int/display/METV/Data+analysis+and+visualisation+using+Metview)\n", - "- [Metview's Python interface](https://confluence.ecmwf.int/display/METV/Metview%27s+Python+Interface)\n", - "- [Function list](https://confluence.ecmwf.int/display/METV/List+of+Operators+and+Functions)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "celltoolbar": "Raw Cell Format", - "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": "3.6.1" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/processing/z500_ens.grib b/processing/z500_ens.grib deleted file mode 100644 index 9fc8a4b..0000000 Binary files a/processing/z500_ens.grib and /dev/null differ