Institute for Energy Transition
dedicated to Marine Renewable Energies

OWFSOMM

Offshore wind farm surveys of marine megafauna: standardisation of tools and methods for monitoring at farm scales

Duration: 36 months

Context

Digital methods for monitoring marine megafauna from the air have undergone significant technical developments in recent years. Surveys based on these techniques will soon be used for the environmental monitoring of various French offshore wind projects. Given the economic stakes involved, it is necessary to demonstrate the technical relevance of these methods while guaranteeing commensurability with existing data from manned aerial surveys. Additionally, environmental platforms, such as multisensory buoys, are being increasingly deployed to monitor marine megafauna. However, data fusion combining multiple sources data is not yet developed and represents an important milestone for automated future surveys.

Objectives

  • To provide an operational roadmap for conducting a robust inter-calibration of marine megafauna aerial surveys at ORE farm scale by using historical and novel technologies.
  • To improve the efficiency of multiple sensors in detecting, identifying and characterising marine megafauna by using an AI tool.

Scientific content

  • Inter-calibration methodology between digital and human-based aerial surveys
  • Development of AI solutions to enhance identification and estimation of targets (birds, marine mammals) coupling multimodal data (radar, acoustic)
  • Technical recommendations for marine megafauna monitoring in ORE project to ensure inter-operability of datasets
  • Cost-effectiveness analysis of sampling strategies using different acquisition methods

Expected results

  • Modelling tools and guidelines to enable inter-calibration of aerial monitoring methods at ORE farm scales
  • Novel methods for data fusion based on deep learning will be developed to combine information coming from multiple data sources
  • Methodological and practical guidance will be developed to facilitate and harmonise the megafauna survey, in terms of method selection and definition of spatial and temporal sampling

Partners

OWFSOMM project partners

With the financial support of Université de Bretagne Occidentale, Université de Caen Normandie, Région Bretagne and Région SUD Provence-Alpes-Côte d’Azur.  This project receives French State funding of €424K managed by the National Research Agency under the Investments for the Future Programme.

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