SWAT Model Calibration and Uncertainty Analysis for Streamflow Prediction in the Kunwari River Basin, India, Using Sequential Uncertainty Fitting
Tóm tắt
Từ khóa
Tài liệu tham khảo
Abbaspour K, Johnson C, van Genuchten MT (2004) Estimating uncertain flow and transport parameters using a sequential uncertainty fitting procedure. Vadose Zone J 3:1340–1352
Abbaspour K, Vejdani M, Haghighat S (2007) SWAT-CUP calibration and uncertainty programs for SWAT. In: MODSIM 2007 International Congress on Modelling and Simulation, Modelling and Simulation Society of Australia and New Zealand, 2007
Adelman HM, Haftka RT (1986) Sensitivity analysis of discrete structural systems. AIAA J 24(5):823–832. doi: 10.2514/3.48671
Arnold J, Allen P (1996) Estimating hydrologic budgets for three Illinois watersheds. J Hydrol 176:57–77
Arnold JG, Srinivasan R, Muttiah RS, Williams JR (1998) Large area hydrologic modeling and assessment - part I: model development. J Am Water Resour Assoc 34:73–89
Batelis SC, Nalbantis I (2014) Potential effects of forest fires on streamflow in the Enipeas river basin, Thessaly, Greece. Environ Process 1(1):73–85. doi: 10.1007/s40710-014-z
Baymani-Nezhad M, Han D (2013) Hydrological modeling using effective rainfall routed by the Muskingum method (ERM). J Hydroinf 15(4):1437–1455, 10.2166/hydro.2013.007
Beck M (1987) Water quality modeling: a review of the analysis of uncertainty. Water Resour Res 23:1393–1442
Bekele EG, Nicklow JW (2007) Multi-objective automatic calibration of SWAT using NSGA-II. J Hydrol 341:165–176
Beven K, Binley A (1992) The future of distributed models: model calibration and uncertainty prediction. Hydrol Process 6:279–298
Blasone R-S, Madsen H, Rosbjerg D (2008) Uncertainty assessment of integrated distributed hydrological models using GLUE with Markov chain Monte Carlo sampling. J Hydrol 353:18–32
Blöschl G, Sivapalan M (1995) Scale issues in hydrological modelling: a review. Hydrol Process 9:251–290
Blower S, Dowlatabadi H (1994) Sensitivity and uncertainty analysis of complex models of disease transmission: an HIV model, as an example. International Statistical Review/Revue Internationale de Statistique:229–243
Derwent R, Hov Ø (1988) Application of sensitivity and uncertainty analysis techniques to a photochemical ozone model. J Geophys Res 93:5185–5199
Duan Q, Schaake J, Andreassian V, Franks S, Goteti G, Gupta HV, Gusev YM, Habets F, Hall A, Hay L, Hogue T, Huang M, Leavesley G, Liang X, Nasonova ON, Noilhan J, Oudin L, Sorooshian S, Wagener T, Wood EF (2006) Model parameter estimation experiment (MOPEX): an overview of science strategy and major results from the second and third workshops. J Hydrol 320:3–17
Eckhardt K, Arnold J (2001) Automatic calibration of a distributed catchment model. J Hydrol 251:103–109
Fiseha B, Setegn S, Melesse A, Volpi E, Fiori A (2014) Impact of climate change on the hydrology of upper Tiber River Basin using bias corrected regional climate model. Water Resour Manag 28:1327–1343
Gosain A, Rao S, Basuray D (2006) Climate change impact assessment on hydrology of Indian river basins. Curr Sci 90:346–353
Gupta HV, Beven KJ, Wagener T (2006) Model calibration and uncertainty estimation. Encycl Hydrol Sci 11:131
Legates DR, McCabe GJ (1999) Evaluating the use of “goodness of fit” measures in hydrologic and hydroclimatic model validation. Water Resour Res 35:233–241
Mishra SK, Singh V (2003) Soil conservation service curve number (SCS-CN) methodology. Vol 42. Springer 516p
Narsimlu B, Gosain AK, Chahar BR (2013) Assessment of future climate change impacts on water resources of upper Sind river basin, India using SWAT model. Water Resour Manag 27:3647–3662. doi: 10.1007/s11269-013-0371-7
Nash JE, Sutcliffe J (1970) River flow forecasting through conceptual models: part I—a discussion of principles. J Hydrol 10:282–290
Neitsch SL, Arnold JG, Kiniry J, Srinivasan R, Williams JR (2002) Soil and water assessment tool user manual. Texas Water Resources Institute, College Station, TWRI Report TR-192
Neitsch SL, Arnold J, Kiniry J, Williams J, King K (2005) Soil and water assessment tool theoretical documentation version 2005 Texas, USA
Patel D, Srivastava P (2013) Flood hazards mitigation analysis using remote sensing and GIS: correspondence with town planning scheme. Water Resour Manag 27:2353–2368. doi: 10.1007/s11269-013-0291-6
Patel DP, Srivastava PK (2014) Application of geo-spatial technique for flood inundation mapping of low lying areas. In: Remote Sensing Applications in Environmental Research. Springer, pp 113–130
Patel DP, Dholakia MB, Naresh N, Srivastava PK (2012) Water harvesting structure positioning by using geo-visualization concept and prioritization of mini-watersheds through morphometric analysis in the Lower Tapi Basin. J Indian Soc Remote Sens 40:299–312
Patel DP, Gajjar CA, Srivastava PK (2013) Prioritization of Malesari mini-watersheds through morphometric analysis: a remote sensing and GIS perspective. Environ Earth Sci 69:2643–2656
Paudel D, Krishna Thakur J, Kumar Singh S, Srivastava PK (2014) Soil characterization based on land cover heterogeneity over a tropical landscape: an integrated approach using earth observation datasets. Geocarto Int:1–55
Rosenthal W, Hoffman D (1999) Hydrologic modelings/GIS as an aid in locating monitoring sites. Trans ASAE 42:1591–1598
Rostamian R, Jaleh A, Afyuni M, Mousavi SF, Heidarpour M, Jalalian A, Abbaspour KC (2008) Application of a SWAT model for estimating runoff and sediment in two mountainous basins in central Iran. Hydrol Sci J 53:977–988
Santhi C, Srinivasan R, Arnold JG, Williams J (2006) A modeling approach to evaluate the impacts of water quality management plans implemented in a watershed in Texas. Environ Model Softw 21:1141–1157
Singh S, Srivastava P, Gupta M, Thakur J, Mukherjee S (2014) Appraisal of land use/land cover of mangrove forest ecosystem using support vector machine. Environ Earth Sci 71:2245–2255. doi: 10.1007/s12665-013-2628-0
Sophocleous M (2002) Interactions between groundwater and surface water: the state of the science. Hydrogeol J 10:52–67
Spruill C, Workman S, Taraba J (2000) Simulation of daily and monthly stream discharge from small watersheds using the SWAT model. Trans ASAE 43:1431–1439
Srinivasan R, Zhang X, Arnold J (2010) SWAT ungauged: hydrological budget and crop yield predictions in the Upper Mississippi River Basin. Trans ASABE 53:1533–1546
Srivastava P, Mukherjee S, Gupta M (2008) Groundwater quality assessment and its relation to land use/land cover using remote sensing and GIS. Proceedings of International Groundwater Conference on Groundwater Use - Efficiency and Sustainability: Groundwater and Drinking Water Issues, Jaipur, India:19–22
Srivastava PK, Han D, Ramirez MR, Bray M, Islam T (2012) Selection of classification techniques for land use/land cover change investigation. Adv Space Res 50:1250–1265
Srivastava PK, Han D, Ramirez MR, Islam T (2013a) Appraisal of SMOS soil moisture at a catchment scale in a temperate maritime climate. J Hydrol 498:292–304
Srivastava PK, Han D, Ramirez MR, Islam T (2013b) Machine learning techniques for downscaling SMOS satellite soil moisture using MODIS land surface temperature for hydrological application. Water Resour Manag 27:3127–3144
Srivastava PK, Han D, Rico-Ramirez MA, Al-Shrafany D, Islam T (2013c) Data fusion techniques for improving soil moisture deficit using SMOS satellite and WRF-NOH land surface model. Water Resour Manag 27:5069–5087
Srivastava PK, Han D, Rico-Ramirez MA, Islam T (2013d) Sensitivity and uncertainty analysis of mesoscale model downscaled hydro-meteorological variables for discharge prediction. Hydrol Process. doi: 10.1002/hyp.9946
Srivastava PK, Han D, Rico-Ramirez MA, O’Neill P, Islam T, Gupta M (2014) Assessment of SMOS soil moisture retrieval parameters using tau–omega algorithms for soil moisture deficit estimation. J Hydrol 519(Part A):574–587. doi: 10.1016/j.jhydrol.2014.07.056
Strayer DL, Ewing HA, Bigelow S (2003) What kind of spatial and temporal details are required in models of heterogeneous systems? Oikos 102:654–662
Tang J, Yang W, Z-y L, J-m B, Liu C (2012) Simulation on the inflow of agricultural non-point sources pollution in Dahuofang reservoir catchment of Liao river. J Jilin Univ 42:1462–1468
Tolson BA, Shoemaker CA (2007) Cannonsville reservoir watershed SWAT2000 model development, calibration and validation. J Hydrol 337:68–86
Vanrolleghem PA et al (2003) A comprehensive model calibration procedure for activated sludge models. Proc Water Environ Fed 2003:210–237
Vrugt JA, Ter Braak CJ, Clark MP, Hyman JM, Robinson BA (2008) Treatment of input uncertainty in hydrologic modeling: doing hydrology backward with Markov chain Monte Carlo simulation. Water Resour Res 44
Wagener T, Gupta HV (2005) Model identification for hydrological forecasting under uncertainty. Stoch Env Res Risk A 19:378–387
Wagener T, Wheater HS (2006) Parameter estimation and regionalization for continuous rainfall-runoff models including uncertainty. J Hydrol 320:132–154
Yadav SK, Singh SK, Gupta M, Srivastava PK (2013) Morphometric analysis of Upper Tons basin from Northern Foreland of Peninsular India using CARTSAT satellite and GIS. Geocarto Int :1–38
Yang J, Reichert P, Abbaspour K, Xia J, Yang H (2008) Comparing uncertainty analysis techniques for a SWAT application to the Chaohe Basin in China. J Hydrol 358:1–23
Yatheendradas S, Wagener T, Gupta H, Unkrich C, Goodrich D, Schaffner M, Stewart A (2008) Understanding uncertainty in distributed flash flood forecasting for semiarid regions. Water Resour Res 44:W05S19
Zhang X, Srinivasan R, Liew MV (2010) On the use of multi‐algorithm, genetically adaptive multi-objective method for multi-site calibration of the SWAT model. Hydrol Process 24:955–969