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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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Dettagli Bibliografici
Pubblicato in:Sci Rep
Autori principali: Wang, Weilin, Zhao, Suli, Jiao, Limin, Taylor, Michael, Zhang, Boen, Xu, Gang, Hou, Haobo
Natura: Artigo
Lingua:Inglês
Pubblicazione: Nature Publishing Group UK 2019
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Accesso online: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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