Estimation of daily PM10 and PM2.5 concentrations in Italy, 2013–2015, using a spatiotemporal land-use random-forest model

Autor: Massimo Stafoggia, Tom Bellander, Simone Bucci, Marina Davoli, Kees de Hoogh, Francesca de' Donato, Claudio Gariazzo, Alexei Lyapustin, Paola Michelozzi, Matteo Renzi, Matteo Scortichini, Alexandra Shtein, Giovanni Viegi, Itai Kloog, Joel Schwartz
Jazyk: angličtina
Rok vydání: 2019
Předmět:
Zdroj: Environment International, Vol 124, Iss , Pp 170-179 (2019)
Druh dokumentu: article
ISSN: 0160-4120
DOI: 10.1016/j.envint.2019.01.016
Popis: Particulate matter (PM) air pollution is one of the major causes of death worldwide, with demonstrated adverse effects from both short-term and long-term exposure. Most of the epidemiological studies have been conducted in cities because of the lack of reliable spatiotemporal estimates of particles exposure in nonurban settings. The objective of this study is to estimate daily PM10 (PM
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