Home Matlab heatmap: Making a uniform colorscale for all subplots
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Matlab heatmap: Making a uniform colorscale for all subplots

Aiskya
1#
Aiskya Published in 2017-12-06 20:52:56Z

I have 4 different dataset A,B,C,Dto generate 4 heatmaps in a subplot

xvalues = {'1','2','3','4','5','6','7','8','9','10','11','12','13','14','15','16'};
yvalues = {'1','2','3','4','5','6','7','8','9','10','11','12','13','14','15','16'};

subplot(2,2,1)
HA = heatmap(xvalues,yvalues,A);
HA.Title = 'A';
HA.XLabel = 'area';
HA.YLabel = 'area';

subplot(2,2,2)
HB = heatmap(xvalues,yvalues,B);
HB.Title = 'B';
HB.XLabel = 'area';
HB.YLabel = 'area';

subplot(2,2,3)
HC = heatmap(xvalues,yvalues,C);
HC.Title = 'C';
HC.XLabel = 'area';
HC.YLabel = 'area';

subplot(2,2,4)
HD = heatmap(xvalues,yvalues,D);
HD.Title = 'D';
HD.XLabel = 'area';
HD.YLabel = 'area';

Since each dataset has a different max and min value, the heatmap used the corresponding min and max values of each dataset for its color scale, so all 4 plots looked similar to each other. Is there a way to make a color scale so that it's uniformly used across all subplots? (will be easier to see the differences between the subplots)

gnovice
2#
gnovice Reply to 2017-12-06 21:20:30Z

You first want to get the minimum and maximum values across all of the data sets, then use these to set the 'ColorLimits' property of each heatmap:

minValue = min([A(:); B(:); C(:); D(:)]);
maxValue = max([A(:); B(:); C(:); D(:)]);
HA.ColorLimits = [minValue maxValue];
HB.ColorLimits = [minValue maxValue];
HC.ColorLimits = [minValue maxValue];
HD.ColorLimits = [minValue maxValue];

You could also use the caxis function (as you typically would for other plots), although you have to target each heatmap object since they each have their own colormap:

caxis(HA, [minValue maxValue]);
caxis(HB, [minValue maxValue]);
caxis(HC, [minValue maxValue]);
caxis(HD, [minValue maxValue]);
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