K-mean Clustering

Question

Hi Everyone, can someone help me on how to use the K-mean clustering or perhaps share with me the suitable coding use to cluster wind speed data. I hava wind speed data in the form of Latitude, Longitude, Wind Speed. I want to cluster the data into 3 groups.

Expert Answer

Prashant Kumar PhD Expert

Answered Nov 20, 2025

If you have all the lat and lon values, then just put each into kmeans separately:

numColumns = 26; % Or however many columns you know there to be.
[xIndexes, xCentroids] = kmeans(lon, numColumns);
numRows = 50; % Or however many rows you know there to be.
[yIndexes, yCentroids] = kmeans(lat, numRows);

The values of the columns (x or longitude values) will be in xCentroids.

The values of the rows (y or lat values) will be in yCentroids.

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