Kriging is a geostatistical interpolation technique that provides the best linear unbiased prediction of spatially distributed variables by accounting for spatial autocorrelation. It not only estimates values at unmeasured locations but also provides a measure of the estimation uncertainty, making it a powerful tool in fields like mining, environmental science, and agriculture.