Kriging Interpolation Toolbox

The Kriging Interpolation Toolbox is a widely-used geospatial tool designed for processing remote sensing imagery and digital elevation models (DEMs) to extract refined spatial distribution information. It specializes in ordinary kriging interpolation, a geostatistical technique that estimates unknown attribute values at unsampled locations based on the spatial positions and measured values of known data points. The toolbox enables users to select from various interpolation algorithms (such as spherical, exponential, or Gaussian variogram models) and adjust key parameters like nugget, sill, and range to accommodate diverse data types and precision requirements. Implementation typically involves calculating empirical variograms, fitting theoretical models, and solving kriging equations to generate optimized interpolation outputs. Additionally, the toolbox supports integration with other geospatial tools for terrain analysis, geological modeling, and resource exploration workflows, allowing seamless data exchange and enhanced analytical capabilities through standardized API interfaces or scripting integration (e.g., MATLAB/Python wrappers).