Gurutzeta Guillera‐Arroita

Cross‐validation strategies for data with temporal, spatial, hierarchical, or phylogenetic structure

David R. Roberts, Volker Bahn, Simone Ciuti et al. · Ecography · 2016 · 2K citations

Biology, Phylogenetic Structure, Biodiversity +13

Is my species distribution model fit for purpose? Matching data and models to applications

Gurutzeta Guillera‐Arroita, José J. Lahoz‐Monfort, Jane Elith et al. · Global Ecology and Biogeography · 2015 · 908 citations · Full text

Biodiversity, Engineering, Ecological Simulation +14

A standard protocol for reporting species distribution models

Damaris Zurell, Janet Franklin, Christian König et al. · Ecography · 2020 · 839 citations · Full text

Species Distribution Models, Biodiversity, Engineering +11

Predictive performance of presence‐only species distribution models: a benchmark study with reproducible code

Roozbeh Valavi, Gurutzeta Guillera‐Arroita, José J. Lahoz‐Monfort et al. · Ecological Monographs · 2021 · 716 citations · Full text

Biodiversity, Engineering, Theoretical Ecology +15

<scp>block</scp> <scp>CV</scp> : An <scp>r</scp> package for generating spatially or environmentally separated folds for <i>k</i> ‐fold cross‐validation of species distribution models

Roozbeh Valavi, Jane Elith, José J. Lahoz‐Monfort et al. · Methods in Ecology and Evolution · 2018 · 613 citations · Full text