Redrawing plot on Basemap in Python

Question

I am plotting a scatter plot on a Basemap. However, the data with this scatter plot changes based on user input. I would like to clear the data (only the data -- not the entire basemap figure) and re-plot new scatter points.

This question is similar but was not answered (http://stackoverflow.com/questions/8429693/python-copy-basemap-or-remove-data-from-figure)

Currently I am closing the figure with clf(); however, this requires me to re-draw the entire basemap and scatter plot together. On top of this, I am doing all of the redrawing inside of a wx panel. The basemap redraw takes too long and am hoping that there is an easy way to simply re-plot scatter points only.

#Setting up Map Figure 
self.figure = Figure(None,dpi=75) 
self.canvas = FigureCanvas(self.PlotPanel, -1, self.figure) 
self.axes = self.figure.add_axes([0,0,1,1],frameon=False) 
self.SetColor( (255,255,255) ) 

#Basemap Setup 
self.map = Basemap(llcrnrlon=-119, llcrnrlat=22, urcrnrlon=-64, 
                urcrnrlat=49, projection='lcc', lat_1=33, lat_2=45, 
                lon_0=-95, resolution='h', area_thresh=10000,ax=self.axes) 
self.map.drawcoastlines() 
self.map.drawcountries() 
self.map.drawstates() 
self.figure.canvas.draw() 

#Set up Scatter Plot 
m = Basemap(llcrnrlon=-119, llcrnrlat=22, urcrnrlon=-64, 
        urcrnrlat=49, projection='lcc', lat_1=33, lat_2=45, 
        lon_0=-95, resolution='h', area_thresh=10000,ax=self.axes) 

x,y=m(Long,Lat) 

#Scatter Plot (they plot the same thing) 
self.map.plot(x,y,'ro') 
self.map.scatter(x,y,90) 

self.figure.canvas.draw()

Then I do an some type of update on my (x,y)...

#Clear the Basemap and scatter plot figures
self.figure.clf()

Then I repeat all of the above code. (I also have to redo my box sizers for my panel -- I did not include these).

Thanks!

Could you please post some code? I'd like to see how the scatter plot is being plotted. — stanri
– stanri, Commented Jun 22, 2012 at 18:07

Community · Accepted Answer · 2017-05-23 12:26:06Z

4

The matplotlib.pyplot.plot documentation mentions that the plot() command returns a Line2D artist which has xdata and ydata properties, so you might be able to do the following:

# When plotting initially, save the handle
plot_handle, = self.map.plot(x,y,'ro') 
...

# When changing the data, change the xdata and ydata and redraw
plot_handle.set_ydata(new_y)
plot_handle.set_xdata(new_x)
self.figure.canvas.draw()

I haven't managed to get the above to work for collections, or 3d projections, unfortunately.

edited May 23, 2017 at 12:26

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answered Jun 23, 2012 at 18:48

stanri

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2 Comments

K. Shores Over a year ago

Can you explain what the purpose of the comma on the left side of the equal sign in plot_handle, = self.map.plot(x,y,'ro') is? I know it's necessary, but I don't understand why.

stanri Over a year ago

@KShores It unpacks the first element from the tuple. See stackoverflow.com/questions/1708292/…

Matt · Accepted Answer · 2015-04-16 14:45:25Z

0

Most plotting functions return Collections object. If so then you can use remove() method. In your case, I would do the following:

# Use the Basemap method for plotting
points = m.scatter(x,y,marker='o')
some_function_before_remove()

points.remove()

answered Apr 16, 2015 at 14:45

Matt

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