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Using Explainable Machine Learning Forecasts to Discover Subseasonal Drivers of High Summer Temperatures in Western and Central Europe
Reliable subseasonal forecasts of high summer temperatures would be very valuable for society. Al...
Chiem van Straaten, Kirien Whan, Dim Coumou, Bart van den Hurk, and Maurice Schmeits | Journal: Monthly Weather Review | Volume: 150 | Year: 2022 | First page: 1115 | Last page: 1134 | doi: https://doi.org/10.1175/MWR-D-21-0201.1
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Correcting Subseasonal Forecast Errors with an Explainable ANN to Understand Misrepresented Sources of Predictability of European Summer Temperatures
Subseasonal forecasts are challenging for numerical weather prediction (NWP) and machine learning...
Chiem van Straaten, Kirien Whan, Dim Coumou, Bart van den Hurk, and Maurice Schmeits | Journal: Artif. Intell. Earth Syst. | Volume: 2 | Year: 2023 | doi: https://doi.org/10.1175/AIES-D-22-0047.1
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Strengthening gradients in the tropical west Pacific connect to European summer temperatures on sub-seasonal timescales
Recent work has shown that (sub-)seasonal variability in tropical Pacific convection, closely lin...
Chiem van Straaten, Dim Coumou, Kirien Whan, Bart van den Hurk, and Maurice Schmeits | Journal: Weather and Climate Dynamics | Volume: 4 | Year: 2023 | First page: 887 | Last page: 903 | doi: https://doi.org/10.5194/wcd-4-887-2023
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Monitoring and quantifying CO2 emissions of isolated power plants from space,
Top-down CO2 emission estimates based on satellite observations are of great importance for indep...
X. Lin
R. van der A
H. Eskes
J. de Laat
F. Chevallier
P. Ciais
Z. Deng
Y. Geng
X. Song
X. Ni
D. Huo
X. Dou
Z. Liu | Journal: Atmospheric Chemistry and Physics | Volume: 23 | Year: 2023 | First page: 6599 | Last page: 6611 | doi: 10.5194/acp-23-6599-2023
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NO2 satellite retrievals biased by absorption in water
Localized tropospheric nitrogen oxides (NOx = NO + NO2) are mostly formed from emission sources, ...
Labzovskii, L.D., van Geffen, J., Liu, M., van der A, R., de Laat, J., Leune, B., Eskes, H., Lin, X., Ding, J., Richter, A. | Journal: Nature Geoscience | Volume: 17 | Year: 2024 | First page: 972 | Last page: 975 | doi: 10.1038/s41561-024-01545-8
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