Development of West-European PM<sub>2.5</sub> and NO<sub>2</sub> land use regression models incorporating satellite-derived and chemical transport modelling data

Development of West-European PM_2.5 and NO₂ land use regression models incorporating satellite-derived and chemical transport modelling data

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作者：Kees de Hoogh^a ; ^b ; ^{c.dehoogh@unibas.ch" class="auth_mail" title="E-mail the corresponding author} ; John Gulliver^c ; ^{j.gulliver@imperial.ac.uk" class="auth_mail" title="E-mail the corresponding author} ; Aaron van Donkelaar^d ; ^{kelaar@Dal.Ca" class="auth_mail" title="E-mail the corresponding author} ; Randall V. Martin^d ; ^e ; ^{Randall.Martin@Dal.Ca" class="auth_mail" title="E-mail the corresponding author} ; Julian D. Marshall^f ; ^{julian@umn.edu" class="auth_mail" title="E-mail the corresponding author} ; Matthew J. Bechle^f ; ^{bechl002@umn.edu" class="auth_mail" title="E-mail the corresponding author} ; Giulia Cesaroni^g ; ^{g.cesaroni@deplazio.it" class="auth_mail" title="E-mail the corresponding author} ; Marta Cirach Pradas^h ; ⁱ ; ^{mcirach@creal.cat" class="auth_mail" title="E-mail the corresponding author} ; Audrius Dedele^j ; ^{a.dedele@gmf.vdu.lt" class="auth_mail" title="E-mail the corresponding author} ; Marloes Eeftens^a ; ^b ; ^{Marloes.eeftens@unibas.ch" class="auth_mail" title="E-mail the corresponding author} ; Bertil Forsberg^k ; ^{bertil.forsberg@envmed.umu.se" class="auth_mail" title="E-mail the corresponding author} ; Claudia Galassi^l ; ^{claudia.galassi@cpo.it" class="auth_mail" title="E-mail the corresponding author} ; Joachim Heinrich^m ; ⁿ ; ^{heinrich@helmholtz-muenchen.de" class="auth_mail" title="E-mail the corresponding author} ; Barbara Hoffmann^° ; ; ^p ; ^{Barbara.Hoffmann@IUF-Duesseldorf.de" class="auth_mail" title="E-mail the corresponding author} ; Bé ; né ; dicte Jacquemin^q ; ^r ; ^h ; ^s ; ^{benedicte.jacquemin@inserm.fr" class="auth_mail" title="E-mail the corresponding author} ; Klea Katsouyanni^t ; ^u ; ^{kkatsouy@med.uoa.gr" class="auth_mail" title="E-mail the corresponding author} ; Michal Korek^v ; ^{Michal.Korek@ki.se" class="auth_mail" title="E-mail the corresponding author} ; Nino Kü ; nzli^a ; ^b ; ^{Nino.kuenzli@unibas.ch" class="auth_mail" title="E-mail the corresponding author} ; Sarah J. Lindley^w ; ^{sarah.lindley@manchester.ac.uk" class="auth_mail" title="E-mail the corresponding author} ; Johanna Lepeule^x ; ^{johanna.lepeule@ujf-grenoble.fr" class="auth_mail" title="E-mail the corresponding author} ; Frederik Meleux^y ; ^{Frederik.MELEUX@ineris.fr" class="auth_mail" title="E-mail the corresponding author} ; Audrey de Nazelle^z ; ^{anazelle@imperial.ac.uk" class="auth_mail" title="E-mail the corresponding author} ; Mark Nieuwenhuijsen^h ; ⁱ ; ^aa ; ^{mnieuwenhuijsen@creal.cat" class="auth_mail" title="E-mail the corresponding author} ; Wenche Nystad^ab ; ^{Wenche.Nystad@fhi.no" class="auth_mail" title="E-mail the corresponding author} ; Ole Raaschou-Nielsen^ac ; ^ad ; ^{ole@cancer.dk" class="auth_mail" title="E-mail the corresponding author} ; Annette Peters^ae ; ^{peters@helmholtz-muenchen.de" class="auth_mail" title="E-mail the corresponding author} ; Vincent-Henri Peuch^af ; ^{Vincent-Henri.Peuch@ecmwf.int" class="auth_mail" title="E-mail the corresponding author} ; Laurence Rouil^y ; ^{Laurence.ROUIL@ineris.fr" class="auth_mail" title="E-mail the corresponding author} ; Orsolya Udvardy^ag ; ^{udvardy.orsolya@oki.antsz.hu" class="auth_mail" title="E-mail the corresponding author} ; Ré ; my Slama^x ; ^{remy.slama@ujf-grenoble.fr" class="auth_mail" title="E-mail the corresponding author} ; Morgane Stempfelet^ah ; ^{m.stempfelet@invs.sante.fr" class="auth_mail" title="E-mail the corresponding author} ; Euripides G. Stephanou^ai ; ^{Euripides.Stephanou@gmail.com" class="auth_mail" title="E-mail the corresponding author} ; Ming Y. Tsai^a ; ^b ; ^aj ; ^{m.tsai@unibas.ch" class="auth_mail" title="E-mail the corresponding author} ; Tarja Yli-Tuomi^ak ; ^{tarja.yli-tuomi@thl.fi" class="auth_mail" title="E-mail the corresponding author} ; Gudrun Weinmayr^° ; ; ^al ; ^{gudrun.weinmayr@uni-ulm.de" class="auth_mail" title="E-mail the corresponding author} ; Bert Brunekreef^am ; ^an ; ^{B.Brunekreef@uu.nl" class="auth_mail" title="E-mail the corresponding author} ; Danielle Vienneau^a ; ^b ; ^{Danielle.vienneau@unibas.ch" class="auth_mail" title="E-mail the corresponding author} ; Gerard Hoek^am ; ^{G.Hoek@uu.nl" class="auth_mail" title="E-mail the corresponding author}
关键词：AB ; absolute bias ; AE ; absolute error ; AIRBASE ; European air quality database ; AOD ; aerosol optical depth ; COHOV ; cross-over-hold-out-validation ; COV ; cross-over-validation ; CTM ; Chemical Transport Model ; ESCAPE ; European Study of Cohorts for Air Pollution Effects ; FB ; fractional bias ; HOV ; hold-out-validation ; LUR ; Land Use Regression ; MB ; mean bias ; ME ; mean error ; SAT ; Satellite-derived
刊名：Environmental Research
出版年：2016
出版时间：November 2016
年：2016
卷：151
期：Complete
页码：1-10
全文大小：1614 K

文摘

class="label">•: Satellite and chemical transport model data enhanced LUR exposure models.
class="label">•: This is the first detailed PM_2.5 surface for Western Europe.
class="label">•: Routine and purpose-designed air monitoring are comparable for exposure modelling.
class="label">•: These 100 m annual mean PM_2.5 and NO₂ estimates will be made freely available.

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