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Gbm.auto: A software tool to simplify spatial modelling and Marine Protected Area planning.

Simon DedmanRick OfficerMaurice ClarkeDavid G ReidDeirdre Brophy
Published in: PloS one (2017)
By bridging the gap between advanced statistical methods for species distribution modelling and conservation science, management and policy, these tools can allow improved spatial abundance predictions, and therefore better management, decision-making, and conservation. Although this package was built to support spatial management of a data-limited marine elasmobranch fishery, it should be equally applicable to spatial abundance modelling, area protection, and stakeholder engagement in various scenarios.
Keyphrases
  • decision making
  • public health
  • healthcare
  • mental health
  • antibiotic resistance genes
  • big data
  • artificial intelligence
  • deep learning