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Self-supervision, remote sensing and abstraction: representation learning across 3 million locations
Self-supervision based deep learning classification approaches have received considerable attenti...
Sachith Seneviratne, Kerry A. Nice, Jasper S. Wijnands, Mark Stevenson, Jason Thompson | Journal: Digital Image Computing: Techniques and Applications (DICTA) | Year: 2022 | doi: https://doi.org/10.1109/DICTA52665.2021.9647061
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The impact of the COVID-19 pandemic on air pollution: A global assessment using machine learning techniques
In response to the COVID-19 pandemic, most countries implemented public health ordinances that re...
Jasper S. Wijnands, Kerry A. Nice, Sachith Seneviratne, Jason Thompson, Mark Stevenson | Journal: Atmospheric Pollution Research | Volume: 13 | Year: 2022 | doi: https://doi.org/10.1016/j.apr.2022.101438
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Assessment of the TROPOMI tropospheric \chemNO_2 product based on airborne APEX observations
Sentinel-5 Precursor (S-5P), launched in October 2017, carrying the TROPOspheric Monitoring Instr...
Tack, F.; Merlaud, A.; Iordache, M.-D.; Pinardi, G.; Dimitropoulou, E.; Eskes, H.; Bomans, B.; Veefkind, P.; Van Roozendael, M. | Journal: Atmospheric Measurement Techniques | Year: 2021 | doi: https://doi.org/10.5194/amt-14-615-2021
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Ozone Monitoring Instrument (OMI) collection 4: establishing a 17-year-long series of detrended level-1b data
The Ozone Monitoring Instrument (OMI) was launched on 15 July 2004, with an expected mission life...
Quintus Kleipool, Nico Rozemeijer, Mirna van Hoek, Jonatan Leloux, Erwin Loots, Antje Ludewig, Emiel van der Plas, Daley Adrichem, Raoul Harel, Simon Spronk, Mark ter Linden, Glen Jaross, David Haffner, Pepijn Veefkind, and Pieternel F. Levelt | Journal: Atmospheric Measurement Techniques | Volume: 15 | Year: 2022 | First page: 3527 | Last page: 3553 | doi: https://doi.org/10.5194/amt-15-3527-2022
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Multimodel ensemble simulations of present-day and near-future tropospheric ozone
Global tropospheric ozone distributions, budgets, and radiative forcings from an ensemble of 26 s...
DS Stevenson, FJ Dentener, MG Schultz, K Ellingsen, TPC van Noije, O Wild, G Zeng, M Amann, CS Atherton, N Bell, DJ Bergmann, I Bey, T Butler, J Cofala, WJ Collins, RG Derwent, RM Doherty, J Drevet, HJ Eskes, AM Fiore, M Gauss, DA Hauglustaine, LW Horowitz, ISA Isaksen, MC Krol, J-F Lamarque, MG Lawrence, V Montanaro, J-F Müller, G Pitari, MJ Prather, JA Pyle, S Rast, JM Rodriguez, MG Sanderson, NH Savage, DT Shindell, SE Strahan, K Sudo, S Szopa | Status: published | Journal: J. Geophys. Res. | Volume: 111 | Year: 2006 | First page: D08301 | doi: 10.1029/2005JD006338
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