Hierarchical species distribution modelling across high dimensional nested spatial scales

• Craig Wilkie ^[1] ; Jafet Belmont ^[1] ; Claire Miller ; Marian Scott ; Tom August ^[2] ; Philip Taylor ^[2]
  1. [1] University of Glasgow

     University of Glasgow

     Reino Unido

     
  2. [2] UK Centre for Ecology and Hydrology
• Localización: Proceedings of the 35th International Workshop on Statistical Modelling : July 20-24, 2020 Bilbao, Basque Country, Spain / Itziar Irigoien Garbizu (ed. lit.), Dae-Jin Lee (ed. lit.), Joaquín Martínez Minaya (ed. lit.), María Xosé Rodríguez Álvarez (ed. lit.), 2020, ISBN 978-84-1319-267-3, págs. 459-462
• Idioma: inglés
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• Resumen

  • e propose a two-stage modelling approach to evaluate how a large suite of environmental metrics available over nested spatial scales shape species distributions. We focus on dragon y communities, where the data consist of partially observed presence records, making identifying the ecological processes driving the true species distribution/occupancy patterns difficult.