Related Experiment Video
Updated: Oct 26, 2025

Spatial Multiobjective Optimization of Agricultural Conservation Practices using a SWAT Model and an Evolutionary Algorithm
Published on: December 9, 2012
Using Multiobjective Optimization to Inform Green Infrastructure Decisions as Part of Robust Integrated Water
Amy N Piscopo1, Christopher C Weaver2, Naomi E Detenbeck3
1Formerly US Environmental Protection Agency, National Health and Environmental Effects Research Lab, Atlantic Ecology Division.
None:
Uncertainty in the impacts of climate change and development on freshwater resources pose significant challenges for water resources management. Integrated and adaptive approaches to water resources management are a promising means of addressing uncertainty that afford flexibility in balancing multiple stakeholder objectives. However, guidance on designing such plans is lacking. In this study, we use multi-objective optimization to strategically incorporate green infrastructure (GI) into water resources management plans that maximize reductions in nutrient loads, minimize stormwater runoff, and minimize costs. Robust decision-making methods are applied to the resulting plan options to evaluate how optimized GI implementation varies under different possible future climates and to determine which solutions would be robust under a range of plausible future conditions. We demonstrate these coupled methods using a case study in southern Massachusetts, to address water quality issues related to point and nonpoint source nutrients in a rapidly developing watershed.
Related Concept Videos
Design Example: Analyzing Capacity Contours for Flood Risk Assessment
Design Example: Alignment of a Road Line Using GIS
Design Example: Design of an Irrigation Channel
Manipulation and Analysis
Levels of Use of a GIS
Multiple Pipe Systems
Series Configuration
In a series configuration, fluid flows sequentially from one pipe...

