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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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Bibliografische gegevens
Gepubliceerd in:Sci Rep
Hoofdauteurs: Wang, Weilin, Zhao, Suli, Jiao, Limin, Taylor, Michael, Zhang, Boen, Xu, Gang, Hou, Haobo
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: Nature Publishing Group UK 2019
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Online toegang: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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