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Data Visualisation for disdat data2 months ago
Correlation matrix | Density plots | Nearest-neighbour distance | Mapping species data | Plotting static map | Plotting interactive map
Modeling NCEAS data2 months ago
Introduction | Modeling all species with one modeling method - example | Evaluating the models | Creating target group background (TGB) sample | TGB example | References
Species Distribution Response Curves2 months ago
Prepare the training data | Fit a down-sampled random forest | Plot univariate and bivariate response curves | Ensemble response curves
blockCV introduction: how to create block cross-validation folds 11 months ago
Introduction | New updates of the version 3.0 | Installation | Package data | Block cross-validation strategies | Spatial blocks | Spatial and environemntal clustering | Buffering LOO (also known as Spatial LOO) | Nearest Neighbour Distance Matching (NNDM) LOO | Visualising the folds | Check similarity | Estimating size: the effective range of spatial autocorrelation | References:
Block cross-validation for species distribution modelling 1 years ago
Introduction | Reading and plotting data | Generating block CV folds | Evaluating SDMs with block cross-validation: examples | Using blockCV with Random Forest model | Using blockCV in biomod2 package | References: