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Spatial Multiobjective Optimization of Agricultural Conservation Practices using a SWAT Model and an Evolutionary Algorithm
Published on: December 9, 2012
Optimizing control of a freshwater invader in time and space
Jessica O Diallo1, Sarah J Converse2, Matthew Chmiel3
1School of Aquatic and Fishery Sciences, University of Washington, Seattle, Washington, USA.
Dynamic management strategies and frequent, long-term removal efforts improve invasive species control. Quantitative models help optimize invasive fish removal programs for better population suppression and eradication success.
Area of Science:
- Ecology
- Invasive Species Management
- Conservation Biology
Background:
- Invasive species threaten native biodiversity and ecosystem functions globally.
- Effective control of invasive aquatic species requires optimized resource allocation.
- Limited science-based guidance exists for spatial and temporal management of removal efforts.
Purpose of the Study:
- To explore alternative management strategies for invasive green sunfish (Lepomis cyanellus).
- To compare static versus dynamic decision rules for invasive species removal.
- To evaluate the efficacy of variable allocation of removal effort in time and space.
Main Methods:
- Utilized Bayesian hierarchical modeling to estimate demographic parameters from existing removal data.
- Analyzed two intensive fish removal programs in Arizona's Bill Williams River basin.
- Simulated alternative management strategies with variable effort allocation.
Main Results:
- Both removal programs showed a probability of at least 0.39 for eradication.
- Population suppression, not eradication, was achievable with reduced effort.
- Dynamic management, responding to real-time abundance, enhanced removal efficiency.
- High removal frequency, program duration, and post-capture monitoring were crucial for success.
Conclusions:
- Quantitative removal models are valuable tools for improving invasive species management programs.
- Dynamic, adaptive strategies can increase the efficiency of invasive species control.
- Successful population control relies on sustained effort, frequent removal, and thorough monitoring.
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