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First 1567 results for ” Sonia I. Seneviratne”

1. 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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2. 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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3. Methods and Model Dependency of Extreme Event Attribution: The 2015 European Drought

   Science on the role of anthropogenic influence on extreme weather events, such as heatwaves or dr...

   M Hauser, L Gudmndsson, R Orth, A Jézéquel, K Haustein, R Vautard, GJ van Oldenborgh, L Wilcox, SI Seneviratne | Status: published | Journal: Earths Future | Volume: 5 | Year: 2017 | First page: 1034 | Last page: 1043 | doi: 10.1002/2017EF000612

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4. Attributing and Projecting Heatwaves Is Hard: We Can Do Better

   It sounds straightforward. As the Earth warms due to the increased concentration of greenhouse ga...

   Geert Jan Van Oldenborgh, Michael F. Wehner, Robert Vautard, Friederike E. L. Otto, Sonia I. Seneviratne, Peter A. Stott, Gabriele C. Hegerl, Sjoukje Y. Philip, Sarah F. Kew | Journal: Earth's Future | Volume: 10 | Year: 2022 | First page: e2021EF002271 | doi: https://doi.org/10.1029/2021EF002271

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5. Parameter Sensitivity in LSMs: An Analysis Using Stochastic Soil Moisture Models and ELDAS Soil Parameters

   Integration of simulated and observed states through data assimilation as well as model evaluatio...

   R Teuling, R Uijlenhoet, B van den Hurk, S Seneviratne | Status: published | Journal: J. Hydrometeor. | Volume: 10 | Year: 2009 | First page: 751 | Last page: 765 | doi: 10.1175/2008JHM1033.1

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