Chiem van Straaten

Exploring deep learning capabilities for surge predictions in coastal areas

Timothy Tiggeloven, Anaïs Couasnon, Chiem van Straaten et al. · Scientific Reports · 2021 · 88 citations · Full text

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

Stefano Materia, Lluís Palma García, Chiem van Straaten et al. · Wiley Interdisciplinary Reviews Climate Change · 2024 · 71 citations · Full text

Artificial Intelligence, Hydrological Prediction, Future Perspectives +26

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

Chiem van Straaten, Kirien Whan, Dim Coumou et al. · Monthly Weather Review · 2022 · 46 citations · Full text

Forecasting Methodology, Engineering, Machine Learning +16

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

Chiem van Straaten, Kirien Whan, Dim Coumou et al. · Quarterly Journal of the Royal Meteorological Society · 2020 · 23 citations · Full text

Forecasting Methodology, Engineering, European Temperatures +22

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

Chiem van Straaten, Kirien Whan, Maurice Schmeits · Journal of Hydrometeorology · 2018 · 17 citations · Full text

Forecasting Methodology, Hydrological Prediction, Engineering +22