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The relevant range of scales for multi-scale contextual spatial modelling

Spatial autocorrelation in the residuals of spatial environmental models can be due to missing covariate information. In many cases, this spatial autocorrelation can be accounted for by using covariates from multiple scales. Here, we propose a data-driven, objective and systematic method for derivin...

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Detalles Bibliográficos
Autores principales: Behrens, Thorsten, Viscarra Rossel, Raphael A., Kerry, Ruth, MacMillan, Robert, Schmidt, Karsten, Lee, Juhwan, Scholten, Thomas, Zhu, A-Xing
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6794247/
https://www.ncbi.nlm.nih.gov/pubmed/31616033
http://dx.doi.org/10.1038/s41598-019-51395-3

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