4.7 Article

Development and Delivery of Species Distribution Models to Inform Decision-Making

期刊

BIOSCIENCE
卷 69, 期 7, 页码 544-557

出版社

OXFORD UNIV PRESS
DOI: 10.1093/biosci/biz045

关键词

species distribution model; model assessment rubric; survey design; spatial planning; decision support

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资金

  1. US Geological Survey Science Analytics and Synthesis Program, Core Science Systems
  2. US Geological Survey Invasive Species Program

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Information on where species occur is an important component of conservation and management decisions, but knowledge of distributions is often coarse or incomplete. Species distribution models provide a tool for mapping habitat and can produce credible, defensible, and repeatable information with which to inform decisions. However, these models are sensitive to data inputs and methodological choices, making it important to assess the reliability and utility of model predictions. We provide a rubric that model developers can use to communicate a model's attributes and its appropriate uses. We emphasize the importance of tailoring model development and delivery to the species of interest and the intended use and the advantages of iterative modeling and validation. We highlight how species distribution models have been used to design surveys for new populations, inform spatial prioritization decisions for management actions, and support regulatory decision-making and compliance, lying these examples back to our model assessment rubric.

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