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971.
972.
John Doherty John M. Johnston 《Journal of the American Water Resources Association》2003,39(2):251-265
ABSTRACT: The use of a fitted parameter watershed model to address water quantity and quality management issues requires that it be calibrated under a wide range of hydrologic conditions. However, rarely does model calibration result in a unique parameter set. Parameter nonuniqueness can lead to predictive nonuniqueness. The extent of model predictive uncertainty should be investigated if management decisions are to be based on model projections. Using models built for four neighboring watersheds in the Neuse River Basin of North Carolina, the application of the automated parameter optimization software PEST in conjunction with the Hydrologic Simulation Program Fortran (HSPF) is demonstrated. Parameter nonuniqueness is illustrated, and a method is presented for calculating many different sets of parameters, all of which acceptably calibrate a watershed model. A regularization methodology is discussed in which models for similar watersheds can be calibrated simultaneously. Using this method, parameter differences between watershed models can be minimized while maintaining fit between model outputs and field observations. In recognition of the fact that parameter nonuniqueness and predictive uncertainty are inherent to the modeling process, PEST's nonlinear predictive analysis functionality is then used to explore the extent of model predictive uncertainty. 相似文献
973.
运用耦合协调模型和空间相关性模型研究了2006—2016年53个沿海城市的经济发展与生态环境协调关系的时空演变趋势、重心迁移、空间相关性。结果表明:我国沿海城市经济发展与生态环境的协调发展状况总体呈向好态势,但总体协调度不高,仍处于协调发展的初级阶段;协调度发展存在严重的空间不均衡性,且呈逐步扩大态势,高值区域主要分布在省会城市和计划单列市,而其他大部分城市仍处于失调状态;2006—2016年协调度重心均位于浙江省金华市,并逐步向西南方向迁移;全局Moran’s I指数和局部Moran散点图显示协调度在空间上呈现明显的正相关,空间集聚性较强。 相似文献
974.
县域新农村建设必然受到当地自然—社会—经济中众多因素及其复杂关系的制约.为了从长期性与整体性角度考察四川省米易县社会、经济、生态环境与新农村建设之间的相互作用关系,建立了由米易县系统动力学模型为主干,生态足迹模型和SWOT模型为支撑的米易县新农村建设可持续发展分析模型,以透视米易县新农村建设的前景,探讨规划的理论依据. 相似文献
975.
976.
977.
David J. Rosa John C. Clausen Michael E. Dietz 《Journal of the American Water Resources Association》2015,51(3):746-757
The Storm Water Management Model was used to simulate runoff and nutrient export from a low impact development (LID) watershed and a watershed using traditional runoff controls. Predictions were compared to observed values. Uncalibrated simulations underpredicted weekly runoff volume and average peak flow rates from the multiple subcatchment LID watershed by over 80%; the single subcatchment traditional watershed had better predictions. Saturated hydraulic conductivity, Manning's n for swales, and initial soil moisture deficit were sensitive parameters. After calibration, prediction of total weekly runoff volume for the LID and traditional watersheds improved to within 12 and 5% of observed values, respectively. For the validation period, predicted total weekly runoff volumes for the LID and traditional watersheds were within 6 and 2% of observed values, respectively. Water quality simulation was less successful, Nash–Sutcliffe coefficients >0.5 for both calibration and validation periods were only achieved for prediction of total nitrogen export from the LID watershed. Simulation of a 100‐year, 24‐h storm resulted in a runoff coefficient of 0.46 for the LID watershed and 0.59 for the traditional watershed. Results suggest either calibration is needed to improve predictions for LID watersheds or expanded look‐up tables for Green–Ampt infiltration parameter values that account for compaction of urban soil and antecedent conditions are needed. 相似文献
978.
979.
Yun Ouyang Elizabeth A. Wentz Benjamin L. Ruddell Sharon L. Harlan 《Journal of the American Water Resources Association》2014,50(2):448-467
Studies that evaluate determinants of residential water demand typically use data from a single spatial scale. Although household‐scale data are preferred, especially when econometric models are used, researchers may be limited to aggregate data. There is little, if any, empirical analysis to assess whether spatial scale may lead to ecological fallacy problems in residential water use research. Using linear mixed‐effects models, we compare the results for the relationship of single‐family water use with its determinants using data from the household and census tract scales in the city of Phoenix. Model results between the household and census tract scale are similar suggesting the ecological fallacy may not be significant. Common significant determinants on these two spatial scales include household size, household income, house age, pool size, irrigable lot size, precipitation, and temperature. We also use city/town scale data from the Phoenix metropolitan area to parameterize the linear mixed‐effects model. The difference in the parameter estimates of those common variables compared to the first two scales indicates there is spatial heterogeneity in the relationship between single‐family water use and its determinants among cities and towns. The negative relationship between single‐family house density and residential water use suggests that residential water consumption could be reduced through coordination of land use planning and water demand management. 相似文献
980.
淮河流域农业非点源污染空间特征解析及分类控制 总被引:10,自引:2,他引:10
农业非点源污染是导致流域水质恶化的重要原因,识别流域内关键源区并加以重点控制是流域非点源污染治理的最有效手段.以淮河流域为研究对象,采用清单分析法核算了流域173个县(市、区)的畜禽养殖、农村生活、农田种植、水产养殖4种污染源化学需氧量(COD)、总氮(TN)、总磷(TP)排放量和排放强度.利用SPSS和GIS软件对污染排放强度进行聚类分析、敏感性评价及空间解析,解析出流域非点源污染的敏感地区、重点污染源及其空间分布特征,并依据污染源贡献大小对流域进行分类控制.结果表明,2009年淮河流域农业非点源COD、TN、TP排放量分别为206.74×104t、66.49×104t、8.74×104t;排放强度分别为7.69、2.47、0.32 t·hm-2;COD、TN、TP排放比重分别为73%、24%、3%.识别出COD、TN、TP的主要贡献污染源为畜禽养殖和农村生活;解析出淮河上游沙河、颍河、北汝河、贾鲁河以及清潩河等子流域为整个流域非点源污染的敏感区和优先控制区,畜禽养殖为流域优先控制区中的重点污染源.畜禽污染型和综合污染型分别是流域污染贡献率最高和控制难度大的污染类型. 相似文献