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Publication database KNMI

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

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Publications

  1. Solar radiation nowcasting based on geostationary satellite images and deep learning models

    Reliable solar radiation and photovoltaic power prediction is essential for the safe and stable o...

    Yang Cui, Ping Wang, Jan Fokke Meirink, Nikolaos Ntantis, Jasper S. Wijnands | Solar Energy | 2024 | 282
  2. 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
  3. Self-supervision, remote sensing and abstraction: representation learning across 3 million locations

    Self-supervision based deep learning classification approaches have received considerable attenti...

    Sachith Seneviratne, Kerry A. Nice, Jasper S. Wijnands, Mark Stevenson, Jason Thompson | Digital Image Computing: Techniques and Applications (DICTA) | 2022
  4. Imagery, privacy and ethics: an overview of partially occluded facial biometric analysis in the era of face masks

    The COVID-19 pandemic has drastically changed human lifestyles, with implications on many aspects...

    Rajith Vidanaarachchi, Sachith Seneviratne, Nuran Kasthuriarachchi, Jasper S. Wijnands, Sanka Rasnayaka | International Conference on Electrical, Computer and Energy Technologies (ICECET) | 2022
  5. Modelling SARS-CoV-2 disease progression in Australia and New Zealand: an account of an agent-based approach to support public health decision-making

    Objective: In 2020, we developed a public health decision-support model for mitigating the spread...

    Jason Thompson, Rod McClure, Tony Blakely, Nick Wilson, Michael G. Baker, Jasper S. Wijnands, Thiago Herick De Sa, Kerry Nice, Camilo Cruz, Mark Stevenson | Australian and New Zealand Journal of Public Health | 2022 | 46
  6. An artificial intelligence agent that synthesises visual abstractions of natural forms to support the design of human-made habitat structures

    Biodiversity is in a state of global collapse. Among the main drivers of this crisis is habitat d...

    Gabriele Mirra, Alexander Holland, Stanislav Roudavski, Jasper S. Wijnands, Alberto Pugnale | Frontiers in Ecology and Evolution | 2022 | 10