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Exposure assessment models for elemental components of particulate matter in an urban environment: A comparison of regression and random forest approaches

Exposure assessment for elemental components of particulate matter (PM) using land use modeling is a complex problem due to the high spatial and temporal variations in pollutant concentrations at the local scale. Land use regression (LUR) models may fail to capture complex interactions and non-linea...

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Publicat a:Atmos Environ (1994)
Autors principals: Brokamp, Cole, Jandarov, Roman, Rao, M.B., LeMasters, Grace, Ryan, Patrick
Format: Artigo
Idioma:Inglês
Publicat: 2016
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC5611888/
https://ncbi.nlm.nih.gov/pubmed/28959135
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.atmosenv.2016.11.066
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