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Updated: Jul 16, 2026

Spatial Multiobjective Optimization of Agricultural Conservation Practices using a SWAT Model and an Evolutionary Algorithm
Published on: December 9, 2012
Optimizing allocation of management resources for wildlife
Helene Marsh1, Andrew Dennis, Harry Hines
1School of Tropical Environment Studies and Geography, James Cook University, Townsville, QLD 4811, Australia. helen.marsh@jcu.edu.au
Prioritizing species for conservation using only threat listings is inefficient. A new decision-support process incorporating ecological and social factors improves cost-effective wildlife management and extinction rate reduction.
Area of Science:
- Conservation Biology
- Wildlife Management
- Ecology
Background:
- Current species conservation funding often relies on threatened species listings, which may not be the most cost-effective approach.
- Effective resource allocation for native wildlife management requires a more comprehensive strategy than solely relying on threat categories.
Purpose of the Study:
- To develop and test a decision-support process for prioritizing species conservation funding.
- To integrate ecological and social factors alongside threat categories for more strategic resource allocation.
- To separate societal values from technical scientific input in conservation decision-making.
Main Methods:
- A scoring system was designed using three criteria: threat category, extinction consequences, and recovery potential.
- Policy makers and stakeholders weighted criteria importance, while scientists scored species.
- The process was applied to Australian frog and mammal populations at different spatial scales.
Main Results:
- The process identified 7 frog and 10 mammal species as conservation priorities across two case studies.
- Priority species included those across various threat classifications, from endangered to least concern.
- The methodology proved robust when comparing different taxonomic groups.
Conclusions:
- The developed process enables transparent, cost-effective, and strategic management decisions across diverse taxonomic groups.
- This approach is recommended for short-listing species for conservation discussions, rather than direct resource allocation.
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