Scale mismatches between predictor and response variables in species distribution modelling: A review of practices for appropriate grain selection,Progress in Physical Geography: Earth and Environment

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Scale mismatches between predictor and response variables in species distribution modelling: A review of practices for appropriate grain selection
Progress in Physical Geography: Earth and Environment ( IF 3.9 ) Pub Date : 2023-02-21 , DOI: 10.1177/03091333231156362
Vítězslav Moudrý _{1,

2} , Petr Keil ₁ , Anna F Cord ₃ , Lukáš Gábor _{1,

4,

5} , Vincent Lecours ₆ , Alejandra Zarzo-Arias _{1,

7,

8} , Vojtěch Barták ₁ , Marco Malavasi _{1,

9} , Duccio Rocchini _{1,

10} , Michele Torresani ₁₁ , Kateřina Gdulová ₁ , Florencia Grattarola ₁ , François Leroy ₁ , Elisa Marchetto ₁₀ , Elisa Thouverai ₁₀ , Jiří Prošek _{1,

2} , Jan Wild _{1,

2} , Petra Šímová ₁

Affiliation

Department of Spatial Sciences, Faculty of Environmental Sciences, Czech University of Life Sciences Prague, Prague, Czech Republic
Institute of Botany of the Czech Academy of Sciences, Průhonice, Czech Republic
Chair of Computational Landscape Ecology, Institute of Geography, Technische Universität Dresden, Dresden, Germany
Department of Ecology and Evolutionary Biology, Yale University, New Haven, CT, USA
Center for Biodiversity and Global Change, Yale University, New Haven, CT, USA
Université du Québec à Chicoutimi, Chicoutimi, QC, CA
Department of Biogeography and Global Change, Museo Nacional de Ciencias Naturales (MNCN-CSIC), Madrid, Spain
Department of Organisms and Systems Biology, Universidad de Oviedo, Oviedo, Spain
Department of Chemistry, Physics, Mathematics and Natural Sciences, University of Sassari, Sassari, Italy
BIOME Lab, Department of Biological, Geological and Environmental Sciences, Alma Mater Studiorum University of Bologna, Bologna, Italy
Faculty of Science and Technology, Free University of Bolzano, Bolzano, Italy

There is a lack of guidance on the choice of the spatial grain of predictor and response variables in species distribution models (SDM). This review summarizes the current state of the art with reg...

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