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First 4049 results for ” and D. Coumou”

  1. Detecting Spatiotemporal Dynamics of Western European Heatwaves Using Deep Learning

    Heatwaves over western Europe are increasing faster than elsewhere, which recent studies have att...

    T. Happé, J. S. Wijnands, M. Á. Fernández-Torres, P. Scussolini, L. Muntjewerf, and D. Coumou | Journal: Artificial Intelligence for the Earth Systems | Volume: 3(4) | Year: 2024 | doi: https://doi.org/10.1175/AIES-D-23-0107.1

    Publication

  2. Intransitive atmosphere dynamics leading to persistent hot-dry or cold-wet European summer

    Persistent hot–dry or cold–wet summer weather can have significant impacts on agriculture, health...

    R Sperna Weiland,  K van der Wiel, F M Selten, D Coumou | Journal: Journal of Climate | Volume: 34 | Year: 2021 | First page: 6303 | Last page: 6317 | doi: 10.1175/JCLI-D-20-0943.1

    Publication

  3. Long-lead empirical forecasts of the Indian Summer Monsoon Rainfall based on causal precursors

    G Di Capua, M Kretschmer, J Runge, A Alessandri, R Donner, B van den Hurk, R Vellore, R Krishnan, D Coumou | Status: published | Journal: Weather and Forecasting | Year: 2019 | doi: https://doi.org/10.1175/WAF-D-19-0002.1

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  4. 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

    Publication

  5. 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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