intertidal regions (geotif, epsg:3035)

Intertidal regions in the Wadden Sea: 1. Denmark; 2. Schleswig-Holstein; 3. Lower Saxony; 4. Netherland

bottom shear stress Q75 (geotif, epsg:3035)

75th percentile of bottom shear stress due to current

6_consensus: R script to produce the consensus predictions

This script produces the consensus predictions (weighted average and weighted prediction variance) on the basis of the ensemble of predictions. It also adds the presence only data

func_seagrass R script with libraries and helper functions

func_seagrass R script with libraries and helper function

3_train: R-script model training

This script trains the ML algorithms on the basis of spatial and random cross-validation. It applies the caret machinery

Spread in the habitat suitability scores (geotif; epsg:3035)

Spread in the habitat suitability scores for littoral seagrass habitat in the Wadden Sea

1_impute: R script for imputation of sediment data

1_impute: R script for imputation of sediment dat

Consensus habitat suitability scores (geotif; epsg:3035)

Consensus habitat suitability scores for littoral seagrass habitat in the Wadden Sea

4_gop: R-script for computing goodness of prediction

Goodness of Prediction is computed for all models based on random and spatial cross-validation. The gop of the consensus model is also computed. The script outputs the predictions of the best (lowest RMSE) models and latex tables

distance to land (geotif, epsg:3035)

used for imputing sedimen