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Spatial Multiobjective Optimization of Agricultural Conservation Practices using a SWAT Model and an Evolutionary Algorithm
Published on: December 9, 2012
SWAT-WASP coupled modeling of ammonia nitrogen in rare earth mining watersheds
Zidan Wu1,2, Youcun Liu2,3, Mingyong Zhu2,4
1School of Surveying and Geo-Informatics, Shandong Jianzhu University, Jinan 250101, China.
None:
High concentrations of ammonia nitrogen (NH4+-N) are a dominant water pollutant in ionic rare earth mining basins, threatening aquatic ecosystems and drinking-water safety. To quantify these dynamics, this study developed a coupled SWAT-WASP model for the upper Dongjiang River Basin (UDRB), integrating remote sensing and long-term monitoring data; the model was calibrated and validated with 2016-2018 monthly observations, and quantitative evaluation via Nash-Sutcliffe Efficiency (NSE) and Percent Bias (PBIAS) showed good performance (runoff: NSE = 0.77-0.80; NH4+-N: SWAT NSE = 0.56-0.61, SWAT-WASP NSE = 0.65-0.87), confirming its reliability. 2022 simulations revealed strong NH4+-N spatial heterogeneity, with concentrations >1.8 mg L-1 near mining zones versus <0.5 mg L-1 in upstream natural areas; geodetector analysis identified population density combined with industrial-agricultural activity as the top driver of spatial differentiation (q > 0.40), while interactions between precipitation, temperature, and land use further amplified variability. Overall, the SWAT-WASP framework provides a robust tool for evaluating NH4+-N dynamics and supports targeted pollution control and ecological restoration in rare earth mining watersheds.
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