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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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Long-term PM2.5 pollution over China Identification of PM2.5 pollution hotspots and source contributions
Fine particulate matter, with an aerodynamic diameter ≤ 2.5 μm (PM2.5), is a severe problem in Ch...
Ali, M.A., Z. Huang, M. Bilal, M.E. Assiri, A. Mhawish, J.E. Nichol. G. de Leeuw, M. Almazroui , Y. Wang, Y. Alsubhi | Journal: Science of the Total Environmenthttps://doi.org/10.1016/j.scitotenv.2023.164871. | Volume: 893 | Year: 2023 | First page: 164871 | doi: https://doi.org/10.1016/j.scitotenv.2023.164871
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The acceleration of sea-level rise along the coast of the Netherlands started in the 1960s
While a global acceleration of sea-level rise (SLR) during the 20th century is now established, l...
Iris Keizer, Dewi Le Bars, Cees de Valk, André Jüling, Roderik van de Wal, Sybren Drijfhout. | Journal: Ocean Science | Volume: 19 | Year: 2023 | First page: 991 | Last page: 1007 | doi: 10.5194/os-19-991-2023
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