Estimation of daily PM10 and PM2.5 concentrations in Italy, 2013–2015, using a spatiotemporal land-use random-forest model von Stafoggia, Massimo, Bellander, Tom, Bucci, Simone, Davoli, Marina, de Hoogh, Kees, de' Donato, Francesca, Gariazzo, Claudio, Lyapustin, Alexei, Michelozzi, Paola, Renzi, Matteo, Scortichini, Matteo, Shtein, Alexandra, Viegi, Giovanni, Kloog, Itai, Schwartz, Joel

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Long-term exposure to urban air pollution and mortality in a cohort of more than a million adults in Rome von Cesaroni, Giulia, Badaloni, Chiara, Gariazzo, Claudio, Stafoggia, Massimo, Sozzi, Roberto, Davoli, Marina, Forastiere, Francesco

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Transportation noise exposure and cardiovascular mortality: 15-years of follow-up in a nationwide prospective cohort in Switzerland von Vienneau, Danielle, Saucy, Apolline, Schäffer, Beat, Flückiger, Benjamin, Tangermann, Louise, Stafoggia, Massimo, Wunderli, Jean Marc, Röösli, Martin

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Spatial PM2.5, NO2, O3 and BC models for Western Europe – Evaluation of spatiotemporal stability von de Hoogh, Kees, Chen, Jie, Gulliver, John, Hoffmann, Barbara, Hertel, Ole, Ketzel, Matthias, Bauwelinck, Mariska, van Donkelaar, Aaron, Hvidtfeldt, Ulla A., Katsouyanni, Klea, Klompmaker, Jochem, Martin, Randal V., Samoli, Evangelia, Schwartz, Per E., Stafoggia, Massimo, Bellander, Tom, Strak, Maciej, Wolf, Kathrin, Vienneau, Danielle, Brunekreef, Bert, Hoek, Gerard

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Estimating Daily PM2.5 and PM10 over Italy Using an Ensemble Model von Shtein, Alexandra, Kloog, Itai, Schwartz, Joel, Silibello, Camillo, Michelozzi, Paola, Gariazzo, Claudio, Viegi, Giovanni, Forastiere, Francesco, Karnieli, Arnon, Just, Allan C, Stafoggia, Massimo

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A comparison of linear regression, regularization, and machine learning algorithms to develop Europe-wide spatial models of fine particles and nitrogen dioxide von Chen, Jie, de Hoogh, Kees, Gulliver, John, Hoffmann, Barbara, Hertel, Ole, Ketzel, Matthias, Bauwelinck, Mariska, van Donkelaar, Aaron, Hvidtfeldt, Ulla A., Katsouyanni, Klea, Janssen, Nicole A.H., Martin, Randall V., Samoli, Evangelia, Schwartz, Per E., Stafoggia, Massimo, Bellander, Tom, Strak, Maciek, Wolf, Kathrin, Vienneau, Danielle, Vermeulen, Roel, Brunekreef, Bert, Hoek, Gerard

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Temporal dynamics in total excess mortality and COVID-19 deaths in Italian cities von Michelozzi, Paola, de'Donato, Francesca, Scortichini, Matteo, Pezzotti, Patrizio, Stafoggia, Massimo, De Sario, Manuela, Costa, Giuseppe, Noccioli, Fiammetta, Riccardo, Flavia, Bella, Antonino, Demaria, Moreno, Rossi, Pasqualino, Brusaferro, Silvio, Rezza, Giovanni, Davoli, Marina

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Long-term exposure to air pollution and incidence of mental disorders. A large longitudinal cohort study of adults within an urban area von Nobile, Federica, Forastiere, Anna, Michelozzi, Paola, Forastiere, Francesco, Stafoggia, Massimo

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Short term association between ozone and mortality: global two stage time series study in 406 locations in 20 countries von Vicedo-Cabrera, Ana M, Sera, Francesco, Liu, Cong, Armstrong, Ben, Milojevic, Ai, Guo, Yuming, Tong, Shilu, Lavigne, Eric, Kyselý, Jan, Urban, Aleš, Orru, Hans, Indermitte, Ene, Pascal, Mathilde, Huber, Veronika, Schneider, Alexandra, Katsouyanni, Klea, Samoli, Evangelia, Stafoggia, Massimo, Scortichini, Matteo, Hashizume, Masahiro, Honda, Yasushi, Ng, Chris Fook Sheng, Hurtado-Diaz, Magali, Cruz, Julio, Silva, Susana, Madureira, Joana, Scovronick, Noah, Garland, Rebecca M., Kim, Ho, Tobias, Aurelio, Íñiguez, Carmen, Forsberg, Bertil, Åström, Christofer, Ragettli, Martina S, Röösli, Martin, Guo, Yue-Liang Leon, Chen, Bing-Yu, Zanobetti, Antonella, Schwartz, Joel, Bell, Michelle L, Kan, Haidong, Gasparrini, Antonio

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Short-term effects of particulate matter during desert and non-desert dust days on mortality in Iran von Shahsavani, Abbas, Tobías, Aurelio, Querol, Xavier, Stafoggia, Massimo, Abdolshahnejad, Mahsa, Mayvaneh, Fatemeh, Guo, Yuming, Hadei, Mostafa, Saeed Hashemi, Seyed, Khosravi, Ardeshir, Namvar, Zahra, Yarahmadi, Maryam, Emam, Baharan

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Estimation of daily PM10 concentrations in Italy (2006–2012) using finely resolved satellite data, land use variables and meteorology von Stafoggia, Massimo, Schwartz, Joel, Badaloni, Chiara, Bellander, Tom, Alessandrini, Ester, Cattani, Giorgio, de' Donato, Francesca, Gaeta, Alessandra, Leone, Gianluca, Lyapustin, Alexei, Sorek-Hamer, Meytar, de Hoogh, Kees, Di, Qian, Forastiere, Francesco, Kloog, Itai

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Air pollution as a risk factor for Cognitive Impairment no Dementia (CIND) and its progression to dementia: A longitudinal study von Wu, Jing, Grande, Giulia, Stafoggia, Massimo, Ljungman, Petter, Laukka, Erika J., Eneroth, Kristina, Bellander, Tom, Rizzuto, Debora

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Saharan Dust and Associations between Particulate Matter and Daily Mortality in Rome, Italy von Mallone, Sandra, Stafoggia, Massimo, Faustini, Annunziata, Gobbi, Gian Paolo, Marconi, Achille, Forastiere, Francesco

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A Satellite-Based Spatio-Temporal Machine Learning Model to Reconstruct Daily PM2.5 Concentrations across Great Britain von Schneider, Rochelle, Vicedo-Cabrera, Ana M., Sera, Francesco, Masselot, Pierre, Stafoggia, Massimo, de Hoogh, Kees, Kloog, Itai, Reis, Stefan, Vieno, Massimo, Gasparrini, Antonio

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Analysis of Temporal Variability in the Short-term Effects of Ambient Air Pollutants on Nonaccidental Mortality in Rome, Italy (1998-2014) von Renzi, Matteo, Stafoggia, Massimo, Faustini, Annunziata, Cesaroni, Giulia, Cattani, Giorgio, Forastiere, Francesco

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Long-term exposure to air pollution and mortality in a Danish nationwide administrative cohort study: Beyond mortality from cardiopulmonary disease and lung cancer von So, Rina, Andersen, Zorana J., Chen, Jie, Stafoggia, Massimo, de Hoogh, Kees, Katsouyanni, Klea, Vienneau, Danielle, Rodopoulou, Sophia, Samoli, Evangelia, Lim, Youn-Hee, Jørgensen, Jeanette T., Amini, Heresh, Cole-Hunter, Tom, Mahmood Taghavi Shahri, Seyed, Maric, Matija, Bergmann, Marie, Liu, Shuo, Azam, Shadi, Loft, Steffen, Westendorp, Rudi G.J., Mortensen, Laust H., Bauwelinck, Mariska, Klompmaker, Jochem O., Atkinson, Richard, Janssen, Nicole A.H., Oftedal, Bente, Renzi, Matteo, Forastiere, Francesco, Strak, Maciek, Thygesen, Lau C., Brunekreef, Bert, Hoek, Gerard, Mehta, Amar J.

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Multiannual assessment of the desert dust impact on air quality in Italy combining PM10 data with physics-based and geostatistical models von Barnaba, Francesca, Alvan Romero, Nancy, Bolignano, Andrea, Basart, Sara, Renzi, Matteo, Stafoggia, Massimo

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Air pollution changes due to COVID-19 lockdowns and attributable mortality changes in four countries von Ma, Yiqun, Nobile, Federica, Marb, Anne, Dubrow, Robert, Kinney, Patrick L., Peters, Annette, Stafoggia, Massimo, Breitner, Susanne, Chen, Kai

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A multi-step machine learning approach to assess the impact of COVID-19 lockdown on NO2 attributable deaths in Milan and Rome, Italy von Boniardi, Luca, Nobile, Federica, Stafoggia, Massimo, Michelozzi, Paola, Ancona, Carla

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Two- and three-dimensional indicators of green and grey space exposure and psychiatric conditions and medicine use: A longitudinal study in a large population-based Italian cohort von Spano, Giuseppina, Nobile, Federica, Giannico, Vincenzo, Elia, Mario, Michelozzi, Paola, Bosco, Andrea, Dadvand, Payam, Sanesi, Giovanni, Stafoggia, Massimo

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