Optimal Land Use Management for Soil Erosion Control by Using an Interval-Parameter Fuzzy Two-Stage Stochastic Programming Approach

被引:0
作者
Jing-Cheng Han
Guo-He Huang
Hua Zhang
Zhong Li
机构
[1] North China Electric Power University,MOE Key Laboratory of Regional Energy and Environmental Systems Optimization, Resources and Environmental Research Academy
[2] Stanford University,Department of Environmental Earth System Science
[3] University of Regina,Institute for Energy, Environment and Sustainable Communities
来源
Environmental Management | 2013年 / 52卷
关键词
Fuzzy sets; Land use transformation; Net benefit; Penalty; Three Gorges Reservoir; Uncertainty;
D O I
暂无
中图分类号
学科分类号
摘要
Soil erosion is one of the most serious environmental and public health problems, and such land degradation can be effectively mitigated through performing land use transitions across a watershed. Optimal land use management can thus provide a way to reduce soil erosion while achieving the maximum net benefit. However, optimized land use allocation schemes are not always successful since uncertainties pertaining to soil erosion control are not well presented. This study applied an interval-parameter fuzzy two-stage stochastic programming approach to generate optimal land use planning strategies for soil erosion control based on an inexact optimization framework, in which various uncertainties were reflected. The modeling approach can incorporate predefined soil erosion control policies, and address inherent system uncertainties expressed as discrete intervals, fuzzy sets, and probability distributions. The developed model was demonstrated through a case study in the Xiangxi River watershed, China’s Three Gorges Reservoir region. Land use transformations were employed as decision variables, and based on these, the land use change dynamics were yielded for a 15-year planning horizon. Finally, the maximum net economic benefit with an interval value of [1.197, 6.311] × 109 $ was obtained as well as corresponding land use allocations in the three planning periods. Also, the resulting soil erosion amount was found to be decreased and controlled at a tolerable level over the watershed. Thus, results confirm that the developed model is a useful tool for implementing land use management as not only does it allow local decision makers to optimize land use allocation, but can also help to answer how to accomplish land use changes.
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页码:621 / 638
页数:17
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共 139 条
  • [1] Aerts J(2003)Using linear integer programming for multi-site land-use allocation Geogr Anal 35 148-169
  • [2] Eisinger E(1996)A GIS-based spatial decision support system for suitability assessment and land use allocation Arab J Sci Eng 21 525-543
  • [3] Heuvelink GBM(1997)Clarification on the use of linear programming and GIS for land-use modelling Int J Geogr Inf Sci 11 397-402
  • [4] Stewart TJ(2007)Influence of soil erosion on water, soil, humus and nutrient losses in different crop systems in the Moldavian Plateau, Romania J Food Agric Environ 5 261-264
  • [5] Alshuwaikhat HM(1985)Optimization modeling of water-quality in an uncertain environment Water Resour Res 21 934-940
  • [6] Nassef K(2011)Scenario-based methods for interval linear programming problems J Environ Inform 17 65-74
  • [7] Arthur JL(1995)Optimal management of environmental and land resources in a watershed by multiobjective programming J Environ Manage 44 145-161
  • [8] Nalle DJ(2012)Identification of vulnerable areas of soil loss in the Xiangxi watershed based on RUSLE and SDR China Sci Paper 7 395-402
  • [9] Bucur D(1993)Integration of linear-programming and GIS for land-use modeling Int J Geogr Inf Syst 7 71-83
  • [10] Jitareanu G(2005)Predicting soil erosion and sediment yield at the basin scale: scale issues and semi-quantitative models Earth-Sci Rev 71 95-125