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High-resolution modelling of organic aerosol over Europe: exploring spatial and temporal variability and drivers

Organic aerosol (OA) is a major component of atmospheric particulate matter (PM), affecting both human health and climate. However, high-resolution estimates of OA exposure needed for exposure analysis remain scarce. Here, we integrate a chemical transport model (CAMx) with a random forest (RF) mach...

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Principais autores: Daniel Trejo Banos, Abhishek Upadhyay, Yun Cheng, Jianhui Jiang, Petros Vasilakos, Andrea Nava, Pavol Ševera, Benjamin Flueckiger, Aikaterini Bougiatioti, Ana Maria Sanchez De La Campa Verdona, Andrea Schemmel, Andrés Alastuey, Anikó Vasanits, Anna Font, Anna Tobler, Aude Bourin, Attila Machon, Benjamin Chazeau, Benjamin Bergmans, Célia A. Alves, Céline Voiron, Christoph Hueglin, Chunshui Lin, Claudio A. Belis, Cristina Colombi, Cristina Reche, Daniel Alejandro Sanchezrodas Navarro, Dario Massabò, David C. Green, Eleonora Cuccia, Evelyn Freney, Fabio Giardi, Francesco Canonaco, Gaëlle Uzu, Gang I. Chen, Hannes Keernik, Harald Flentje, Hartmut Herrmann, Hasna Chebaicheb, Hilkka Timonen, Hugo Denier van der Gon, Iasonas Stavroulas, Imre Salma, Jaroslav Schwarz, Jaroslaw Necki, Jean Sciare, Jean-Eudes Petit, Jean-Luc Jaffrezo, Jeni Vasilescu, Jesús D. De La Rosa, Julija Pauraite, Jurgita Ovadnevaite, Karl Espen Yttri, Konstantinos Eleftheriadis, Laurent Poulain, Livio Belegante, Lucas Alados-Arboledas, Manousos-Ioannis Manousakas, Marco Paglione, Marek Maasikmets, María Cruz Minguillón, Maria I. Gini, Matteo Rinaldi, Michael Pikridas, Minna Aurela, Nicolas Marchand, Olga Zografou, Olivier Favez, Petr Vodička, Petra Pokorná, Radek Lhotka, Samira Atabakhsh, Sébastien Conil, Sonia Castillo, Stefania Gilardoni, Stephen M. Platt, Stuart K. Grange, Vanes Poluzzi, Varun Kumar, Véronique Riffault, Wenche Aas, Xavier Querol, Yulia Sosedova, Nicole Probst-Hensch, Danielle Vienneau, André S.H. Prévôt, Kees de Hoogh, Kaspar R. Daellenbach, Ekaterina Krymova, Imad El Haddad
Formato: Artigo
Idioma:Inglês
Publicado em: Elsevier 2026-03-01
coleção:Environment International
Assuntos:
Organic aerosol
Chemical transport modelling
CAMX
Machine learning
Random forest
Downscaling
Acesso em linha:http://www.sciencedirect.com/science/article/pii/S0160412026001017
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