Part 1: Inverse Distance Weighting

• 1.1: Introduction to Inverse Distance Weighting Interpolation Technique.
• 1.2: Interpolation of Mercury Concentrations in the Mediterranean Sea with IDW and Python.
• 1.3: Interpolation in Three Dimensions with Python and IDW algorithm. The Mercury Concentration in Mediterranean Sea.

Part 2: Variogram and variogram modeling

• 2.1: Sample mean, standard deviation and confidence intervals. The foundation for the semivariance concept.
• 2.2: Variance.
• 2.3: Covariance.
• 2.4: Semivariance
• 2.5: Experimental Variogram.
• 2.6: Theoretical models of semivariance.