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First 3729 results for ”Chiem van Straaten”

1. Statistical Postprocessing and Multivariate Structuring of High-Resolution Ensemble Precipitation Forecasts

   A comparison of statistical postprocessing methods is performed for high-resolution precipitation...

   C van Straaten, K Whan, M Schmeits | Status: published | Journal: J. Hydrometeor. | Volume: 19 | Year: 2018 | First page: 1815 | Last page: 1833 | doi: 10.1175/JHM-D-18-0105.1

   Publication

2. 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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3. 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

   Publication

4. 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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5. The influence of aggregation and statistical post‐processing on the subseasonal predictability of European temperatures

   The succession of European surface weather patterns has limited predictability because disturbanc...

   C van Straaten, K Whan, D Coumou, B van den Hurk, M Schmeits | Status: published | Journal: Quart. J. Royal Meteor. Soc. | Volume: 146 | Year: 2020 | First page: 2654 | Last page: 2670 | doi: 10.1002/qj.3810

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