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First 240 results for ” Tugba Ozturk”

1. 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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2. 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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3. 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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4. The 2018 west-central European drought projected in a warmer climate: how much drier can it get?

   Projections of changes in extreme droughts un- der future climate conditions are associated with ...

   Emma E. Aalbers, Erik van Meijgaard, Geert Lenderink, Hylke de Vries, Bart J. J. M. van den Hurk | Journal: NHESS | Volume: 23 | Year: 2023 | First page: 1921 | Last page: 1946 | doi: 10.5194/nhess-23-1921-2023

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5. Compound flood impacts from Hurricane Sandy on New York City in climate-driven storylines

   High impact events like Hurricane Sandy (2012) significantly affect society and decision-making a...

   HMD Goulart, IB Lazaro, L van Garderen, K van der Wiel, D Le Bars, E Koks, B van den Hurk | Journal: Natural Hazards and Earth System Sciences | Volume: 24 | Year: 2024 | First page: 29 | Last page: 45 | doi: 10.5194/nhess-24-29-2024

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