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InterpolateR11 months ago
Introduction | Getting Started | Structure of BD_Obs | Structure of BD_Coord | Available Interpolation Methods | Inverse distance weighting (IDW) | Cressman Objective Analysis Method (Cressman) | Search Radius Considerations | Important considerations | Ordinary Kriging | Variogram Models | Algorithm Considerations | Important Considerations | RFplus | RFmerge | Validation methods | Key parameters for validation | Goodness-of-fit and categorical metrics calculated by InterpolateR | Goodness-of-fit metrics | Categorical metrics
RFplus: A Novel Machine Learning Approach for Merging Multi-Satellite Precipitation Products and Ground Observations1 years ago
Introduction | Example using RFplus | Load the example datasets | Prepare covariates and apply RFplus | Visualize the results | Example of displaying an interpolated layer | Note | Conclusion