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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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Publicat a:Sci Rep
Autors principals: Behrens, Thorsten, Viscarra Rossel, Raphael A., Kerry, Ruth, MacMillan, Robert, Schmidt, Karsten, Lee, Juhwan, Scholten, Thomas, Zhu, A-Xing
Format: Artigo
Idioma:Inglês
Publicat: Nature Publishing Group UK 2019
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC6794247/
https://ncbi.nlm.nih.gov/pubmed/31616033
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-019-51395-3
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