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Effects of alternative sets of climatic predictors on species distribution models and associated estimates of extinction risk: A test with plants in an arid environment

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  • Pliscoff, Patricio
  • Luebert, Federico
  • Hilger, Hartmut H.
  • Guisan, Antoine

Abstract

The effects of using alternative sets of climatic predictor variables on the performance, spatial predictions and future projections of species distribution models (SDMs) and its consequences on extinction risk estimates have remained insufficiently studied.

Suggested Citation

  • Pliscoff, Patricio & Luebert, Federico & Hilger, Hartmut H. & Guisan, Antoine, 2014. "Effects of alternative sets of climatic predictors on species distribution models and associated estimates of extinction risk: A test with plants in an arid environment," Ecological Modelling, Elsevier, vol. 288(C), pages 166-177.
    • Handle: RePEc:eee:ecomod:v:288:y:2014:i:c:p:166-177
    DOI: 10.1016/j.ecolmodel.2014.06.003
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    5. Chiaverini, Luca & Wan, Ho Yi & Hahn, Beth & Cilimburg, Amy & Wasserman, Tzeidle N. & Cushman, Samuel A., 2021. "Effects of non-representative sampling design on multi-scale habitat models: flammulated owls in the Rocky Mountains," Ecological Modelling, Elsevier, vol. 450(C).
    6. Chaoyue Wang & Tingzhen Li & Xianhua Guo & Lilin Xia & Chendong Lu & Chunbo Wang, 2022. "Plus-InVEST Study of the Chengdu-Chongqing Urban Agglomeration’s Land-Use Change and Carbon Storage," Land, MDPI, vol. 11(10), pages 1-19, September.
    7. Rojas, Redlich García & Alvarado, Natalia & Boland, John & Escobar, Rodrigo & Castillejo-Cuberos, Armando, 2019. "Diffuse fraction estimation using the BRL model and relationship of predictors under Chilean, Costa Rican and Australian climatic conditions," Renewable Energy, Elsevier, vol. 136(C), pages 1091-1106.
    8. Santiago José Elías Velazco & Franklin Galvão & Fabricio Villalobos & Paulo De Marco Júnior, 2017. "Using worldwide edaphic data to model plant species niches: An assessment at a continental extent," PLOS ONE, Public Library of Science, vol. 12(10), pages 1-24, October.
    9. Viviana Tudela & Pablo Sarricolea & Roberto Serrano-Notivoli & Oliver Meseguer-Ruiz, 2023. "A pilot study for climate risk assessment in agriculture: a climate-based index for cherry trees," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 115(1), pages 163-185, January.
    10. Pablo Sarricolea & Mariajosé Herrera-Ossandon & Óliver Meseguer-Ruiz, 2017. "Climatic regionalisation of continental Chile," Journal of Maps, Taylor & Francis Journals, vol. 13(2), pages 66-73, November.

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