How to Calculate area bining in MATLAB?

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I have a matrix of size (Mx3).Column 1 & 2 are latitude and longitude, respectively. Column three is temperature value. I want to do area binning of the data so that in every 100 meter square bin show 1 point instead of a few points.
Any one has an idea how to do area binning geographically?!

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