About KNMI
Go to KNMI
Menu
Close

Publication database KNMI

The publication database contains the (co-)authored publications in scientific journals, KNMI reports and other publications

Verberg filters
Publication year
Author
Title
Keyword
Publication type
Clear Filter
Toon filters

Publications

  1. Forecasting day-ahead 1-minute irradiance variability from numerical weather predictions

    Accurate forecasts of solar irradiance are required for the large-scale integration of solar phot...

    Frank P.M. Kreuwel, Wouter Knap, Maurice Schmeits, Jordi Vilà-Guerau de Arellano, Chiel C. van Heerwaarden | Solar Energy | 2023 | 258
  2. 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 | Weather and Climate Dynamics | 2023 | 4
  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 | Artif. Intell. Earth Syst. | 2023 | 2
  4. Improving precipitation nowcasting for high-intensity events using deep generative models with balanced loss and temperature data: A case study in the Netherlands

    Precipitation nowcasting is essential for weather-dependent decision-making, but it remains a cha...

    Charlotte Cambier van Nooten, Koert Schreurs, Jasper S. Wijnands, Hidde Leijnse, Maurice Schmeits, Kirien Whan, Yuliya Shapovalova | Artificial Intelligence for the Earth Systems | 2023 | 2
  5. Blue-green roofs with forecast-based operation to reduce the impact of weather extremes

    Conventional green roofs have often been criticised for their limited water buffer capacity durin...

    Tim Busker, Hans de Moel, Toon Haer, Maurice Schmeits, Bart van den Hurk, Kira Myers, Dirk Gijsbert Cirkel, and Jeroen Aerts | Journal of Environmental Management | 2022 | 301
  6. 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 | Monthly Weather Review | 2022 | 150