Back to Search
Start Over
Optimizing best management practices for nutrient pollution control in a lake watershed under uncertainty
- Source :
- Ecological Indicators. 92:288-300
- Publication Year :
- 2018
- Publisher :
- Elsevier BV, 2018.
-
Abstract
- In this research work, soil and water assessment tool (SWAT) and fuzzy credibility chance-constrained programming (FCCP) model were integrated into an optimization framework for supporting nutrient pollution control in a lake watershed. The framework, so-called SWAT-based FCCP (SFCCP) model, was advantageous in simulating non-point sources (NPS) pollution, optimizing best management practices (BMPs), and addressing system uncertainties. SFCCP was solved by genetic algorithm (GA) for searching optimal placement schemes of BMPs at a lower system cost, where the related uncertainties were addressed as fuzzy parameters. The developed SFCCP model was applied to seek optimal types, sizes and locations of BMPs for nutrient pollution control in a lake watershed system, i.e. Lake Dianchi watershed, China. The study results indicated that when the credibility level increased from 0.55 to 0.95, the total system cost would increase from $8.89 to $12.27 × 106; meanwhile, the total nitrogen (TN) load discharged into the lake would decrease from 1.22 to 1.19 × 106 kg/yr and the total phosphorus (TP) load would reduce from 51.37 to 50.11 × 103 kg/yr, respectively. It appeared that a higher credibility level would lead to a stricter control requirement, namely a higher reduction of nutrient load by BMPs and a higher system cost. The proposed model could be used to help generate a series of BMPs placement schemes under various credibility levels; this ensures that the nutrient load brought into the lake and tributaries could drop to an acceptable level, with a proper tradeoff between system cost and risk being considered.
- Subjects :
- Pollution
geography
Watershed
geography.geographical_feature_category
Ecology
Soil and Water Assessment Tool
media_common.quotation_subject
0208 environmental biotechnology
General Decision Sciences
Fuzzy Credibility Chance-constrained
02 engineering and technology
Fuzzy logic
020801 environmental engineering
Nutrient
Nutrient pollution
Credibility
Tributary
Programming
Environmental science
Water resource management
Ecology, Evolution, Behavior and Systematics
media_common
Subjects
Details
- ISSN :
- 1470160X
- Volume :
- 92
- Database :
- OpenAIRE
- Journal :
- Ecological Indicators
- Accession number :
- edsair.doi.dedup.....bc531a7bc669f7fa5669353f89516f48