#!/usr/bin/env python3 '''An alternative way to draw parallels and meridians with basemap. Basemap is a toolkit of matplotlib used to plot geographic maps. With this function you can: * Draw the latitude/longitude grid easily in one line of code, specifying the lat/lon intervals. * Use rcParams, so all your figures will look more consistents. * Specify the label pad in points (instead of fraction of width/height). * Place the labels indicating which margins will be used. ''' import numpy as np def latlon_grid(bmap, lon_int, lat_int, labels='lb', **kwargs): '''Draws a lat-lon grid in an easy way. Some default values are taken from rcParams instead of 'black' (color) and 1.0 (linewidth) which is the default in Basemap. In Basemap, the label pad is computed applying a factor to the dimensions of the figure. Now you can use the keyword argument 'labelpad' to control this separation in points. If not specified, this value is taken from rcParams. Arguments: bmap -- Basemap object. lon_int, lat_int -- Difference in degrees from one longitude or latitude to the next. labels -- String specifying which margins will be used to write the labels. If None, no label will be shown. It is assummed that left/right margins correspond to latitudes and top/bottom to longitudes. It is valid every combination of the characters 't' | 'b' | 'l' | 'r' (top|bottom|left|right). Ex: 'lrb' means than the longitude values will appear in bottom margin and latitudes in left and right. **kwargs -- Other arguments to drawparallels, drawmeridians and plt.text. labelpad has units of points. ''' # Proccesses arguments and rcParams for defult values if 'color' not in kwargs: kwargs['color'] = plt.rcParams['grid.color'] if 'linewidth' not in kwargs: kwargs['linewidth'] = plt.rcParams['grid.linewidth'] if 'labelpad' in kwargs: padx = pady = kwargs['labelpad'] del kwargs['labelpad'] else: pady = plt.rcParams['xtick.major.pad'] padx = plt.rcParams['ytick.major.pad'] if 'size' in kwargs: xfontsize = yfontsize = kwargs['size'] del kwargs['size'] elif 'fontsize' in kwargs: xfontsize = yfontsize = kwargs['fontsize'] del kwargs['fontsize'] else: xfontsize = plt.rcParams['xtick.labelsize'] yfontsize = plt.rcParams['ytick.labelsize'] # Vectors of coordinates lon0 = bmap.lonmin // lon_int * lon_int lat0 = bmap.latmin // lat_int * lat_int lon1 = bmap.lonmax // lon_int * lon_int lat1 = bmap.latmax // lat_int * lat_int nlons = (lon1 - lon0) / lon_int + 1 nlats = (lat1 - lat0) / lat_int + 1 assert nlons / int(nlons) == 1, nlons assert nlats / int(nlats) == 1, nlats lons = np.linspace(lon0, lon1, int(nlons)) lats = np.linspace(lat0, lat1, int(nlats)) # If not specified, computes de label offset by 'labelpad' xos = yos = None if 'xoffset' in kwargs: xos = kwargs['xoffset'] if 'yoffset' in kwargs: yos = kwargs['yoffset'] if xos is None and yos is None: # Page size in inches and axes limits fig_w, fig_h = plt.gcf().get_size_inches() points = plt.gca().get_position().get_points() x1, y1 = tuple(points[0]) x2, y2 = tuple(points[1]) # Width and height of axes in points w = (x2 - x1) * fig_w * 72 h = (y2 - y1) * fig_h * 72 # If the aspect relation is fixed, compute the real values if bmap.fix_aspect: aspect = bmap.aspect * w / h if aspect > 1: w = h / bmap.aspect elif aspect < 1: h = w * bmap.aspect # Offset in projection units (meters or degrees) xos = padx * (bmap.urcrnrx - bmap.llcrnrx) / w yos = pady * (bmap.urcrnry - bmap.llcrnry) / h # Set the labels latlabels = [False] * 4 lonlabels = [False] * 4 if labels is not None: pst = {'l': 0, 'r': 1, 't': 2, 'b': 3} lst = {'l': latlabels, 'r': latlabels, 't': lonlabels, 'b': lonlabels} for i in labels.lower(): lst[i][pst[i]] = True # Draw the grid bmap.drawparallels(lats, labels=latlabels, fontsize=yfontsize, xoffset=xos, yoffset=yos, **kwargs) bmap.drawmeridians(lons, labels=lonlabels, fontsize=xfontsize, xoffset=xos, yoffset=yos, **kwargs) # TEST if __name__ == '__main__': import matplotlib.pyplot as plt import mpl_toolkits.basemap as basemap # Some rcParams (example) plt.rc('grid', linewidth=0.5, color='g') plt.rcParams['xtick.major.pad'] = 6 plt.rcParams['ytick.major.pad'] = 12 plt.rcParams['xtick.labelsize'] = 'small' plt.rcParams['ytick.labelsize'] = 'x-small' # Basemap m = basemap.Basemap(projection='merc', llcrnrlon=-120, llcrnrlat=30, urcrnrlon=120, urcrnrlat=70) # Plots a figure to compare plt.subplot(211) x = np.linspace(-10, 10, 10000) y = np.sin(x) plt.plot(x, y) plt.grid() plt.title('Example of figure using only rc values') # Draws the grid (using the function) plt.subplot(212) latlon_grid(m, 30, 10, labels='lb', dashes=[1, 3]) m.drawcoastlines() plt.title('Using latlon_grid()') plt.show()