Search Results - van Straaten, Chiem

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  1. 1
    Using Explainable Machine Learning Forecasts to Discover Subseasonal Drivers of High Summer Temperatures in Western and Central Europe

    Using Explainable Machine Learning Forecasts to Discover Subseasonal Drivers of High Summer Temperatures in Western and Central Europe by van Straaten, Chiem, Whan, Kirien, Coumou, Dim, van den Hurk, Bart, Schmeits, Maurice

    Published in Monthly weather review
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  2. 2
    Exploring deep learning capabilities for surge predictions in coastal areas

    Exploring deep learning capabilities for surge predictions in coastal areas by Tiggeloven, Timothy, Couasnon, Anaïs, van Straaten, Chiem, Muis, Sanne, Ward, Philip J.

    Published in Scientific reports
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  3. 3
    Statistical Postprocessing and Multivariate Structuring of High-Resolution Ensemble Precipitation Forecasts

    Statistical Postprocessing and Multivariate Structuring of High-Resolution Ensemble Precipitation Forecasts by van Straaten, Chiem, Whan, Kirien, Schmeits, Maurice

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

    The influence of aggregation and statistical post‐processing on the subseasonal predictability of European temperatures by Straaten, Chiem, Whan, Kirien, Coumou, Dim, Hurk, Bart, Schmeits, Maurice

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  5. 5
    Artificial intelligence for climate prediction of extremes: State of the art, challenges, and future perspectives

    Artificial intelligence for climate prediction of extremes: State of the art, challenges, and future perspectives by Materia, Stefano, García, Lluís Palma, Straaten, Chiem, O, Sungmin, Mamalakis, Antonios, Cavicchia, Leone, Coumou, Dim, Luca, Paolo, Kretschmer, Marlene, Donat, Markus

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  6. 6
    Correcting Subseasonal Forecast Errors with an Explainable ANN to Understand Misrepresented Sources of Predictability of European Summer Temperatures

    Correcting Subseasonal Forecast Errors with an Explainable ANN to Understand Misrepresented Sources of Predictability of European Summer Temperatures by van Straaten, Chiem, Whan, Kirien, Coumou, Dim, van den Hurk, Bart, Schmeits, Maurice

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  7. 7
    Predicting Food‐Security Crises in the Horn of Africa Using Machine Learning

    Predicting Food‐Security Crises in the Horn of Africa Using Machine Learning by Busker, Tim, Hurk, Bart, Moel, Hans, Homberg, Marc, Straaten, Chiem, Odongo, Rhoda A., Aerts, Jeroen C. J. H.

    Published in Earth's future
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  8. 8
    Strengthening gradients in the tropical west Pacific connect to European summer temperatures on sub-seasonal timescales

    Strengthening gradients in the tropical west Pacific connect to European summer temperatures on sub-seasonal timescales by van Straaten, Chiem, Coumou, Dim, Whan, Kirien, van den Hurk, Bart, Schmeits, Maurice

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  9. 9
    Artificial Intelligence for Prediction of Climate Extremes: State of the art, challenges and future perspectives

    Artificial Intelligence for Prediction of Climate Extremes: State of the art, challenges and future perspectives by Materia, Stefano, Lluís Palma García, Chiem van Straaten, Sungmin, O, Mamalakis, Antonios, Leone Cavicchia, Coumou, Dim, De Luca, Paolo, Kretschmer, Marlene, Donat, Markus G

    Published in arXiv.org
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