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Estimation of PM2.5 Concentrations in China Using a Spatial Back Propagation Neural Network

Methods for estimating the spatial distribution of PM(2.5) concentrations have been developed but have not yet been able to effectively include spatial correlation. We report on the development of a spatial back-propagation neural network (S-BPNN) model designed specifically to make such correlation...

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Dades bibliogràfiques
Publicat a:Sci Rep
Autors principals: Wang, Weilin, Zhao, Suli, Jiao, Limin, Taylor, Michael, Zhang, Boen, Xu, Gang, Hou, Haobo
Format: Artigo
Idioma:Inglês
Publicat: Nature Publishing Group UK 2019
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC6760143/
https://ncbi.nlm.nih.gov/pubmed/31551510
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-019-50177-1
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