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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. 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
  2. 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
  3. 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
  4. 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
  5. The impact of the COVID-19 pandemic on air pollution: A global assessment using machine learning techniques

    In response to the COVID-19 pandemic, most countries implemented public health ordinances that re...

    Jasper S. Wijnands, Kerry A. Nice, Sachith Seneviratne, Jason Thompson, Mark Stevenson | Atmospheric Pollution Research | 2022 | 13