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Updated: Dec 12, 2025

Spatial Multiobjective Optimization of Agricultural Conservation Practices using a SWAT Model and an Evolutionary Algorithm
Published on: December 9, 2012
Optimized allocation of forest restoration zones to minimize soil losses in watersheds
Getulio Fonseca Domingues1, Gustavo Eduardo Marcatti2, André Gustavo Dos Santos3
1Federal University of Viçosa/UFV, Department of Forest Engineering, Av. Peter Henry Rolfs; s/n, 36570-000, Viçosa, MG, Brazil; National Institute of the Atlantic Forest/INMA, Av. José Ruschi, 29650-000 Santa Teresa, ES, Brazil.
Abstract:
Increase of water erosion is one of the main problems in watersheds all over the world and directly affects soil and water resources, causing economic and environmental losses. We proposed a combination of Genetic Algorithm and Erosion/Deposition modelling to allocate vegetation zones in order to reduce soil losses within watersheds. In this study, we have used Unit Stream Power Based Erosion Deposition (USPED) model to predict the spatial distribution of erosion and sediment deposition. Based on USPED estimates, Genetic Algorithm optimize site as well size of forest restoration zones in order to reduce soil losses. Proposed approach considered watershed entirely, in a cell-level optimization, to find the best possible arrangement of forest zones. For initial scenario, soil loss estimate was 2.045,55 ton. ha-1. year-1 and after optimization we achieved 52% reduction. Optimized forest zones formed connected and compacted patches, which enable field implementation. Methodology is also applicable to other watersheds around world.

