Table of Content

• Spatial Interpolation

  • Deterministic Methods for Spatial Interpolation

    • Polynomial Trend Surface

    • Proximity Analysis-Thiessen Polygons

    • Nearest Neighbor Interpolation

    • Inverse Distance Weighted

    • Thin Plate Spline

  • Geostatistical Methods for Spatial Interpolation

    • Semivariogram Modeling

    • Kriging

      • Ordinary Kriging

      • Universal Kriging

      • Co-Kriging

      • Regression kriging

        • Generalized Linear Model

        • Random Forest

        • Meta Ensemble Machine Learning

      • Indicator kriging

• Assessing the Quality of Spatial Predictions

  • Cross-validation

  • Validation with an Independent Dataset

  • Conditional Simulation for Spatial Uncertainty