-
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
Publication
-
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
Publication
-
Multi-dimensional satellite observations of aerosol properties and aerosol types over three major urban clusters in eastern China
Using 14 years (2007–2020) of data from passive (MODIS/Aqua) and active (CALIOP/CALIPSO) satellit...
Liu, Y., Lin, T., Hong, J., Wang, Y., Shi, L., Huang, Y., Wu, X., Zhou, H., Zhang, J., and de Leeuw, G. | Journal: Atmos. Chem. Phys. | Year: 2021 | doi: 10.5194/acp-21-12331-2021
Publication
-
First comparison of wind observations from ESA's satellite mission Aeolus and ground-based radar wind profiler network of China
Aeolus is the first satellite mission to directly observe wind profile information on a global sc...
Guo, J., Liu, B., Gong, W., Shi, L., Zhang, Y., Ma, Y., Zhang, J., Chen, T., Bai, K., Stoffelen, A., de Leeuw, G., and Xu, X. | Journal: Atmos. Chem. Phys. | Year: 2021 | doi: 10.5194/acp-21-2945-2021
Publication
-
Uncertainty of Atmospheric Winds in Three Widely Used Global Reanalysis Datasets
Atmospheric winds are crucial to the transport of heat, moisture, momentum, and chemical species,...
Longtao Wu, Hui Su, Xubin Zeng, Derek J. Posselt, Sun Wong, Shuyi Chen, and Ad Stoffelen | Journal: Journal of Applied Meteorology and Climatology | Year: 2023 | doi: https://doi.org/10.1175/JAMC-D-22-0198.1
Publication
