Author

A. Lawson

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Open access Oct 2026

Using value of information in recovery planning for imperiled species

Conservation decision making often employs predictive models to assess expected effectiveness of different management strategies. However, uncertainty in model parameters may erode confidence in model predictions and recommended actions. Value of information (VOI) can be used to determine the degree to which reducing...

Erica M. Christensen, C. McGowan, A. Lawson · Conservation Science and Pra... · 0 citations

#reinforcement learning Open access Aug 2026

Bridging Ecological Inference and Decision Optimization for Conservation Using Artificial Intelligence

This work developed an adaptive decision model that selects production and distribution decisions of the supplementation program in response to the observed demographic, hydrological, and genetic environment and demonstrates that minimum sub-population size and total population size were primary drivers of the model’s...

Hyun Seok Yoon, C. Yackulic, A. Lawson et al. · bioRxiv · 0 citations