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Machine-Learning-Driven Reconstruction of Organic Aerosol Sources across Dense Monitoring Networks in Europe Jouanny, Adrien; Upadhyay, Abhishek; Jiang, Jianhui; Vasilakos, Petros; Via, Marta; Cheng, Yun; Flueckiger, Benjamin; Uzu, Gaelle; Jaffrezo, Jean-Luc; Voiron, Celine; Favez, Olivier; Chebaicheb, Hasna; Bourin, Aude; Font, Anna; Riffault, Veronique; Freney, Evelyn; Marchand, Nicolas; Chazeau, Benjamin; Conil, Sebastien; Petit, Jean-Eudes; de la Rosa, Jesus D.; de la Campa, Ana Sanchez; Navarro, Daniel Sanchez-Rodas; Castillo, Sonia; Alastuey, Andres; Querol, Xavier; Reche, Cristina; Minguillon, Maria Cruz; Maasikmets, Marek; Keernik, Hannes; Giardi, Fabio; Colombi, Cristina; Cuccia, Eleonora; Gilardoni, Stefania; Rinaldi, Matteo; Paglione, Marco; Poluzzi, Vanes; Massabo, Dario; Belis, Claudio; Grange, Stuart; Hueglin, Christoph; Canonaco, Francesco; Tobler, Anna; Timonen, Hilkka J.; Aurela, Minna; Ehn, Mikael; Stavroulas, Iasonas; Bougiatioti, Aikaterini; Eleftheriadis, Konstantinos; Gini, Maria I.; Zografou, Olga; Manousakas, Manousos-Ioannis; Chen, Gang Ian; Green, David Christopher; Pokorna, Petra; Vodicka, Petr; Lhotka, Radek; Schwarz, Jaroslav; Schemmel, Andrea; Atabakhsh, Samira; Herrmann, Hartmut; Poulain, Laurent; Flentje, Harald; Heikkinen, Liine; Kumar, Varun; Denier van der Gon, Hugo Anne; Aas, Wenche; Platt, Stephen M.; Yttri, Karl Espen; Salma, Imre; Vasanits, Aniko; Bergmans, Benjamin; Sosedova, Yulia; Necki, Jaroslaw; Ovadnevaite, Jurgita; Lin, Chunshui; Pauraite, Julija; Pikridas, Michael; Sciare, Jean; Vasilescu, Jeni; Belegante, Livio; Alves, Celia; Slowik, Jay G.; Probst-Hensch, Nicole; Vienneau, Danielle; Prevot, Andre S. H.; Medbouhi, Aniss Aiman; Banos, Daniel Trejo; de Hoogh, Kees; Daellenbach, Kaspar R.; Krymova, Ekaterina; El Haddad, Imad Share Save
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Penguin guano is an important source of climate-relevant aerosol particles in Antarctica Boyer, Matthew; Quelever, Lauriane; Brasseur, Zoe; McManus, Barry; Herndon, Scott; Agnese, Mike; Nelson, David; Roscioli, Joseph; Weis, Frederik; Sel, Sergej; Marincovich, Giselle L.; Quarin, Francisco J.; Buchholz, Angela; Xavier, Carlton; Perchivale, Pablo J.; Kerminen, Veli-Matti; Kulmala, Markku; Petaja, Tuukka; He, Xu-Cheng; Sofieva-Rios, Svetlana; Timonen, Hilkka; Aurela, Minna; Barreira, Luis; Virkkula, Aki; Asmi, Eija; Worsnop, Doug; Sipila, Mikko Share Save
Source apportionment of particle number size distribution at the street canyon and urban background sites Harni, Sami D.; Aurela, Minna; Saarikoski, Sanna; Niemi, Jarkko V.; Portin, Harri; Manninen, Hanna; Leinonen, Ville; Aalto, Pasi; Hopke, Phil K.; Petaja, Tuukka; Ronkko, Topi; Timonen, Hilkka Share Save
In-depth characterization of exhaust particles performed on-board a modern cruise ship applying a scrubber Kuittinen, N.; Timonen, H.; Karjalainen, P.; Murtonen, T.; Vesala, H.; Bloss, M.; Honkanen, M.; Lehtoranta, K.; Aakko-Saksa, P.; Ronkko, T. Share Save
Estimating Black Carbon Levels With Proxy Variables and Low-Cost Sensors Liu, Xiaoli; Concas, Francesco; Motlagh, Naser Hossein; Zaidan, Martha Arbayani; Fung, Pak Lun; Varjonen, Samu; Niemi, Jarkko V.; Timonen, Hilkka; Hussein, Tareq; Petaja, Tuukka; Kulmala, Markku; Nurmi, Petteri; Tarkoma, Sasu Share Save
Black carbon instrument responses to laboratory generated particles Salo, Laura; Saarnio, Karri; Saarikoski, Sanna; Teinila, Kimmo; Barreira, Luis M. F.; Marjanen, Petteri; Martikainen, Sampsa; Keskinen, Helmi; Mustonen, Katja; Lepisto, Teemu; Aakko-Saksa, Paivi; Hakkarainen, Henri; Pfeiffer, Tobias; Jalava, Pasi; Karjalainen, Panu; Keskinen, Jorma; Kuittinen, Niina; Timonen, Hilkka; Ronkko, Topi Share Save
Towards zero pollution vehicles by advanced fuels and exhaust aftertreatment technologies Saarikoski, Sanna; Jarvinen, Anssi; Markkula, Lassi; Aurela, Minna; Kuittinen, Niina; Hoivala, Jussi; Aakko-Saksa, Paivi; Barreira, Luis M. F.; Lepisto, Teemu; Marjanen, Petteri; Timonen, Hilkka; Hakkarainen, Henri; Jalava, Pasi; Ronkko, Topi Share Save
Characterization of the Vaporization Inlet for Aerosols (VIA) for online measurements of particulate highly oxygenated organic molecules (HOMs) Zhao, Jian; Mickwitz, Valter; Luo, Yuanyuan; Hakkinen, Ella; Graeffe, Frans; Zhang, Jiangyi; Timonen, Hilkka; Canagaratna, Manjula; Krechmer, Jordan E.; Zhang, Qi; Kulmala, Markku; Kangasluoma, Juha; Worsnop, Douglas; Ehn, Mikael Share Save
Inter-annual trends of ultrafine particles in urban Europe Garcia-Marles, Meritxell; Lara, Rosa; Reche, Cristina; Perez, Noemi; Tobias, Aurelio; Savadkoohi, Marjan; Beddows, David; Salma, Imre; Vorosmarty, Mate; Weidinger, Tamas; Hueglin, Christoph; Mihalopoulos, Nikos; Grivas, Georgios; Kalkavouras, Panayiotis; Ondracek, Jakub; Zikova, Nadezda; Niemi, Jarkko V.; Manninen, Hanna E.; Green, David C.; Tremper, Anja H.; Norman, Michael; Vratolis, Stergios; Eleftheriadis, Konstantinos; Gomez-Moreno, Francisco J.; Alonso-Blanco, Elisabeth; Wiedensohler, Alfred; Weinhold, Kay; Merkel, Maik; Bastian, Susanne; Hoffmann, Barbara; Altug, Hicran; Petit, Jean-Eudes; Favez, Olivier; Dos Santos, Sebastiao Martins; Putaud, Jean -Philippe; Dinoi, Adelaide; Contini, Daniele; Timonen, Hilkka; Lampilahti, Janne; Petaja, Tuukka; Pandolfi, Marco; Hopke, Philip K.; Harrison, Roy M.; Alastuey, Andres; Querol, Xavier Share Save
Constructing transferable and interpretable machine learning models for black carbon concentrations (vol 184, 108449, 2024) Fung, Pak Lun; Savadkoohi, Marjan; Zaidan, Martha Arbayani; V. Niemi, Jarkko; Timonen, Hilkka; Pandolfi, Marco; Alastuey, Andres; Querol, Xavier; Hussein, Tareq; Petaja, Tuukka Share Save
Constructing transferable and interpretable machine learning models for black carbon concentrations Fung, Pak Lun; Savadkoohi, Marjan; Zaidan, Martha Arbayani; V. Niemi, Jarkko; Timonen, Hilkka; Pandolfi, Marco; Alastuey, Andres; Querol, Xavier; Hussein, Tareq; Petaja, Tuukka Share Save
Exhaust particle number and composition for diesel and gasoline passenger cars under transient driving conditions: Real-world emissions down to 1.5 nm Ronkko, Topi; Pirjola, Liisa; Karjalainen, Panu; Simonen, Pauli; Teinila, Kimmo; Bloss, Matthew; Salo, Laura; Datta, Arindam; Lal, Banwari; Hooda, Rakesh K.; Saarikoski, Sanna; Timonen, Hilkka Share Save
Ambient air particulate total lung deposited surface area (LDSA) levels in urban Europe Liu, Xiansheng; Hadiatullah, Hadiatullah; Zhang, Xun; Trechera, Pedro; Savadkoohi, Marjan; Garcia-Marles, Meritxell; Reche, Cristina; Perez, Noemi; Beddows, David C. S.; Salma, Imre; Then, Wanda; Kalkavouras, Panayiotis; Mihalopoulos, Nikos; Hueglin, Christoph; Green, David C.; Tremper, Anja H.; Chazeau, Benjamin; Gille, Gregory; Marchand, Nicolas; Niemi, Jarkko, V; Manninen, Hanna E.; Portin, Harri; Zikova, Nadezda; Ondracek, Jakub; Norman, Michael; Gerwig, Holger; Bastian, Susanne; Merkel, Maik; Weinhold, Kay; Casans, Andrea; Casquero-Vera, Juan Andres; Gomez-Moreno, Francisco J.; Artinano, Begona; Gini, Maria; Diapouli, Evangelia; Crumeyrolle, Suzanne; Riffault, Veronique; Petit, Jean-Eudes; Favez, Olivier; Putaud, Jean-Philippe; Dos Santos, Sebastiao Martins; Timonen, Hilkka; Aalto, Pasi P.; Hussein, Tareq; Lampilahti, Janne; Hopke, Philip K.; Wiedensohler, Alfred; Harrison, Roy M.; Petaja, Tuukka; Pandolfi, Marco; Alastuey, Andres; Querol, Xavier Share Save
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