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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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Enregistré dans:
Détails bibliographiques
Publié dans:Sci Rep
Auteurs principaux: Wang, Weilin, Zhao, Suli, Jiao, Limin, Taylor, Michael, Zhang, Boen, Xu, Gang, Hou, Haobo
Format: Artigo
Langue:Inglês
Publié: Nature Publishing Group UK 2019
Sujets:
Accès en ligne: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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