CODEWITHSUNDEEP
pythonmatplotlibcolorbarcolormap
zxdawn
zxdawn

Reputation: 1005

How to customize the colorbar

Using this code, I don't know how to customize the colorbar. The colormaps on this webiste can't satisfy me. 

shade = m.contourf(Lon,Lat,TBB,np.arange(-90, -20, 10),extend='both',cmap=plt.cm.get_cmap('jet'))       
m.colorbar(shade)

my_colorbar

I want to draw a picture like this with obvious colorbar. So, what should I do? colorbar

Upvotes: 3

Views: 20150

Answers (2)

ImportanceOfBeingErnest
ImportanceOfBeingErnest

Reputation: 339052

You can define your own colormap using matplotlib.colors.LinearSegmentedColormap() or matplotlib.colors.ListedColormap() and use it for your plot.

Example:

import numpy as np; np.random.seed(0)
import matplotlib.pyplot as plt
import matplotlib.colors

x = np.arange(0,25)
a = np.random.randint(0,130, size=(25,25))-115
a = np.sort(a).reshape(25,25)

colors = ["#eaa941", "#efef39", "#53a447", "#3b387f", "#48a2ba"]
cmap= matplotlib.colors.ListedColormap(colors)
cmap.set_under("crimson")
cmap.set_over("w")
norm= matplotlib.colors.Normalize(vmin=-100,vmax=-0)

fig, ax = plt.subplots()
im = ax.contourf(x,x,a, levels=[-100,-80,-60,-40,-20,0],
                 extend='both',cmap=cmap, norm=norm)

fig.colorbar(im, extend="both")

plt.show()

enter image description here

Upvotes: 11

Arya McCarthy
Arya McCarthy

Reputation: 8829

Looks a lot like the spectral colormap, which is given on the matplotlib page..

Upvotes: 0

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