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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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WINDS OBSERVED IN THE NORTHERN EUROPEAN SEAS WITH WIND LIDARS, METEOROLOGICAL MASTS AND SATELLITE
Ocean winds have been observed in the Baltic, Irish and North Seas from a combination of ground-b...
CB Hasager, D Stein, A Pena, S Hageman, T Mikkelsen, M Badger, A Mouche, L Karagali, ML Driesenaar, A Stoffelen, P Astrup, F Bingol, M Courtney, A Oldroyd | Conference: ICOWES2013 | Place: Lyngby, Sweden | Year: 2013 | First page: 9 | Last page: 0
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Interannual coupling between summertime surface temperature and precipitation: processes and implications for climate change
Widespread negative correlations between summertime-mean temperatures and precipitation over land...
A Berg, B Lintner, K Findell, S Seneviratne, B van den Hurk, A Ducharne, F Cheruy, S Hagemann, D Lawrence, S Malyshev, A Meier, P Gentine | Status: accepted | Journal: J. Climate | Year: 2014
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THE EARTHCARE SATELLITE: The next step forward in global measurements of clouds, aerosols, precipitation and radiation.
The collective representation within global models of aerosol, cloud, precipitation, and their ra...
IJ Illingworth, HW Barker, A Beljaars, M Ceccaldi, H Chepfer, J Cole, J Delanoë, C Domenech, DP Donovan, S Fukuda, M Hirakata, RJ Hogan, A Huenerbein, P Kollias, GJ van Zadelhoff | Status: published | Journal: Bull. Amer. Meteor. Soc. | Year: 2014 | doi: 10.1175/BAMS-D-12-00227.1
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