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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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TR5.1 A Review and Meta-analysis of Current Understanding and Prospects for Development Based on the ARISE Technologies
This Technical Report reviews current and future needs for weather and climate forecasting, in th...
PSM Smets, C Lee, A Charlton-Perez, LG Evers, G Harrison | Year: 2012
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Modelling stable boundary layers with low winds over snow. Part I: A WRF model validation
In this paper we evaluate the Weather Research and Forecasting (WRF) mesoscale meteorological mod...
HAM Sterk, GJ Steeneveld, P Anderson, FC Bosveld, T Vihma, AAM Holtslag | Status: published | Journal: Quart. J. Royal Meteor. Soc. | Volume: 141 | Year: 2015 | First page: 2165 | Last page: 2184 | doi: 10.1002/qj.2513
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Clear-sky stable boundary layers with low winds over snow-covered surfaces. Part 2: Process sensitivity
This study evaluates the relative impact of snow-surface coupling, long-wave radiation, and turbu...
HAM Sterk, GJ Steeneveld, FC Bosveld, T Vihma, PS Anderson, AAM Holtslag | Status: published | Journal: Quart. J. Royal Meteor. Soc. | Year: 2015 | doi: 10.1002/qj.2684
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