Spatial optimization of soil and water conservation practices using coupled SWAT model and evolutionary algorithm

International Soil and Water Conservation Research

Mohammad Taghi Dastorani¹  Mahmood Azari²  Farzaeh Naseri³ 

[1] Department of Range and Watershed Management, College of Natural Resources and Environment, Ferdowsi University of Mashhad (FUM), Mashhad, Khorasan Razavi, Iran;Corresponding author.;Department of Range and Watershed Management, College of Natural Resources and Environment, Ferdowsi University of Mashhad (FUM), Mashhad, Khorasan Razavi, Iran;

关键词: Best management practices;    Effective watershed management;    Multi-objective optimization;    Nondominated sorting GA.;   

DOI  :  

来源: DOAJ

【 摘 要 】

Soil and water conservation practices have been extensively used in effective watershed management. The impact of each conservation practice is site specific and dependent on the implementation site in the watershed. In order to select cost effective placement of conservation practices with high impact, a large number of spatial combinations is needed to be compared. In this study, an optimization model framework is presented to find cost effective solutions for sediment yield and runoff control in the Fariman dam watershed in the Northeast of Iran. This was accomplished by integrating soil and water assessment tool (SWAT) for simulation of watershed hydrology and multi objective genetic algorithm (NSGA-II) for spatial optimization of soil and water conservation practices. The optimized solutions provided a trade-off between the two objective functions. The final Pareto-optimal shows that the impact of soil and water conservation practices on sediment yield is more than stream flow. The trade-offs between the objective functions show that the implementation of the median cost can lead to a significant decrease of 22.1% in the amount of sediment yield, and 10% in stream flow. Also, percent change achieved through median cost is very close to percent reduction with the highest cost. Results of low cost solution show that the vegetative practices are a suitable economic scenario for soil and water conservation. The introduced framework can be adapted as a suitable tool for selecting cost effective conservation practices in different regions.

【 授权许可】

Unknown