Research output

bioRad: biological analysis and visualization of weather radar data

Research output: Contribution to conferencePaper/Powerpoint/Abstract


  • Adriaan M Dokter
  • Jurriaan H. Spaaks
  • Lourens Veen
  • Liesbeth Verlinden
  • Cecilia Nilsson
  • Günther Haase
  • Hidde Leijnse
  • Andrew Farnsworth
  • Willem Bouten
  • Judy Shamoun-Baranes

Departments, research groups and services

External Organisations

  • Instituut voor Biodiversiteit en Ecosysteem Dynamica (IBED), Universiteit van Amsterdam,


Original languageEnglish
Publication statusPublished - 22-Sep-2019
Event2nd International Radar Aeroecology Conference - Crop Innovation Center of Henan, Henan Academy of Agricultural Sciences, Zhengzhou, China
Duration: 21-Sep-201924-Sep-2019
Conference number: 2


Conference2nd International Radar Aeroecology Conference
Abbreviated titleIRAC 2019
Internet address


Weather surveillance radars are increasingly used for monitoring the movements and abundances of animals in the airspace. However, analysis of weather radar data remains a specialised task that can be technically challenging. Major hurdles are the difficulty of accessing and visualising radar data on a software platform familiar to ecologists and biologists, processing the low‐level data into products that are biologically meaningful, and summarizing these results in standardized measures. To overcome these hurdles, we developed the open source R package bioRad (described in Dokter et al. 2019,, which provides a toolbox for accessing, visualizing and analyzing weather radar data for biological studies. In this talk we will cover how bioRad provides functionality to access low‐level radar data, process these data into meaningful biological information on animal speeds and directions at different altitudes in the atmosphere, visualize these biological extractions, and calculate further summary statistics. We will also describe how the package introduces weather radar equivalents for familiar measures used in the field of migration ecology, facilitates the use and spread of interoperable data standards, and integrates with a research infrastructure for weather radar aeroecology in Europe and the United States.

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