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Improving restoration heuristics to support anadromous fish passage
Sunny L Jardine1, Logan Blair2, Catalina Burch1
1School of Marine and Environmental Affairs, University of Washington, Seattle, Washington, United States of America.
Plos One
|June 3, 2026
Summary
Simple restoration rules for river connectivity can be improved. Redesigning heuristics to better target high-quality habitat gains significantly boosts investment efficiency for freshwater biodiversity.
Area of Science:
- Freshwater ecology
- Conservation science
- Restoration ecology
Background:
- Global investments in river connectivity restoration are increasing to support freshwater biodiversity.
- Current restoration decisions often rely on simplified heuristic rules rather than optimization methods.
- These heuristics frequently use proxies for watershed connectivity and habitat quality, which may not be optimal.
Purpose of the Study:
- To evaluate the performance of common heuristic rules used in river restoration.
- To demonstrate how redesigning these heuristics can improve cost-effectiveness in restoration portfolios.
- To bridge the gap between optimization research and practical on-the-ground restoration efforts.
Main Methods:
- Case study of anadromous fish passage restoration in western Washington, USA.
- Benchmarking common heuristic approaches against outcomes from optimization methods.
- Analyzing the impact of different connectivity and habitat quality proxies on restoration gains.
Main Results:
- Heuristics using total upstream habitat as a proxy achieved 93% of optimal gains when only habitat quantity was considered.
- Incorporating habitat quality proxies (e.g., natural land cover) into heuristics reduced performance by nearly half.
- Optimization methods offer substantial performance gains over commonly used heuristic rules.
Conclusions:
- Commonly used heuristic rules for river restoration can be inefficient, especially when incorporating habitat quality proxies.
- Redesigning heuristics to more directly target high-quality habitat is crucial for improving investment efficiency.
- Improved heuristics are needed to enhance the effectiveness of freshwater biodiversity conservation through river restoration.

