500m gridded surfaces for changes in climate suitability for coffee production in Risaralda, Colombia

Vallejo Arango, Eliana; Navarro Racines, Carlos Eduardo; Ramírez Villegas, Julián Armando; Aguilar-Ariza, Andrés; Delerce, Sylvain Jean

500m gridded surfaces for changes in climate suitability for coffee production in Risaralda, Colombia

Autores

Vallejo Arango, Eliana

Navarro Racines, Carlos Eduardo

Ramírez Villegas, Julián Armando

Aguilar-Ariza, Andrés

Delerce, Sylvain Jean

Descripción

We used 500m gridded historical and future climate surfaces for Risaralda, Colombia and coffee presences and absences to train species distribution models (suitability). Five methods were used: Generalized Boosting Model (GBM) (Friedman, 2001), Random Forest (RF) (Breiman, 2001), Maxent (Phillips et al., 2006), Generalized Linear Model (GLM) and Generalized Additive Model (GAM) (Guisan et al., 2002).