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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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Global high resolution versus Limited Area Model scenarios over Europe: results from the PRUDENCE project
Four high resolution atmospheric general circulation models (GCMs) have been integrated with the ...
M Deque, RG Jones, M Wild, F Giorgi, JH Christensen, DC Hassell, PL Vidale, B Rockel, D Jacob, E Kjelstroem, M de Castro, F Kuscharski, BjjM van den Hurk | Status: submitted | Journal: Clim. Dyn. | Year: 2004
Wetenschappelijke publicatie
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Global high resolution versus Limited Area Model scenarios over Europe: results from the PRUDENCE project
Four high resolution atmospheric general circulation models (GCMs) have been integrated with the ...
M Deque, RG Jones, M Wild, F Giorgi, JH Christensen, DC Hassell, PL Vidale, B Rockel, D Jacob, E Kjelstroem, M de Castro, F Kuscharski, BjjM van den Hurk | Status: submitted | Journal: Clim. Dyn. | Volume: 25 | Year: 2005 | First page: 653 | Last page: 670 | doi: 10.1007/s00382-005-0052-1
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