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Erschienen in: Water Resources Management 10/2015

01.08.2015

Effects of Spatial-Temporal Imperviousness on Hydrological Responses of Various Areas in an Urbanized Watershed

verfasst von: Yu-ming Wang, Yu-ji Li, Shin-jen Cheng, Fu-ti Yang, Yin-ta Chen

Erschienen in: Water Resources Management | Ausgabe 10/2015

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Abstract

This study examined changes in the division responses caused by imperviousness changes in time. Each response is represented by an instantaneous unit hydrograph with storage parameters. The critical work in this study was to ensure that the calibrated storage coefficients reasonably respond to their corresponding imperviousness. Estimating the spatially different mean rainfall of each division by adopting traditional methods (e.g., the Thiessen polygon method) may be difficult because of the lack of raingauge data in a division. The storages cannot be measured directly and were generally calibrated using an optimization method with parameter bounds. The upper bounds, which imply an ultimate of each corresponding physical property, are particularly difficult to determine directly. This study applied block Kriging and nonlinear programming to estimate spatiotemporal effective rainfall. An approach was proposed to determine suitable upper bounds for each storage parameter in a calibration. An examination of the calibrated storages at three stages revealed that the values resulting from a calibration with suitable bounds are more reliable compared with those based on a calibration without bound limitation. Finally, we concluded that (1) suitable bounds are essential for ensuring that significant calibrated storages can be applied to achieve a favorable regression result; (2) the analytic results indicate that large changes in imperviousness in downstream areas reduced the time to peak by at least 15 %, increasing the peak discharge by nearly 40 %; and (3) hydrograph characteristics of the watershed outlet reduced the time to peak by approximately 10 %, increasing the peak discharge by nearly 15 %.

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Literatur
Zurück zum Zitat Ackerman D, Stein ED (2008) Estimating the variability and confidence of land use and imperviousness relationships at a regional scale. J Am Water Resour Assoc 44:996–1008CrossRef Ackerman D, Stein ED (2008) Estimating the variability and confidence of land use and imperviousness relationships at a regional scale. J Am Water Resour Assoc 44:996–1008CrossRef
Zurück zum Zitat Ahmad MM, Ghumman AR, Ahmad S (2009) Estimation of Clark’s instantaneous unit hydrograph parameters and development of direct surface runoff hydrograph. Water Resour Manag 23:2417–2435CrossRef Ahmad MM, Ghumman AR, Ahmad S (2009) Estimation of Clark’s instantaneous unit hydrograph parameters and development of direct surface runoff hydrograph. Water Resour Manag 23:2417–2435CrossRef
Zurück zum Zitat Barron OV, Donn MJ, Barr AD (2013) Urbanisation and shallow groundwater: predicting changes in catchment hydrological responses. Water Resour Manag 27:95–115CrossRef Barron OV, Donn MJ, Barr AD (2013) Urbanisation and shallow groundwater: predicting changes in catchment hydrological responses. Water Resour Manag 27:95–115CrossRef
Zurück zum Zitat Bastin G, Lorent B, Duque C, Gevers M (1984) Optimal estimation of the average rainfall and optimal selection of raingauge locations. Water Resour Res 20:463–470CrossRef Bastin G, Lorent B, Duque C, Gevers M (1984) Optimal estimation of the average rainfall and optimal selection of raingauge locations. Water Resour Res 20:463–470CrossRef
Zurück zum Zitat Beighley R, Kargar M, He Y (2009) Effects of impervious area estimation methods on simulated peak discharges. J Hydrol Eng 14:388–398CrossRef Beighley R, Kargar M, He Y (2009) Effects of impervious area estimation methods on simulated peak discharges. J Hydrol Eng 14:388–398CrossRef
Zurück zum Zitat Chau KW (2007) An ontology-based knowledge management system for flow and water quality modeling. Adv Eng Softw 38(172–181):2007 Chau KW (2007) An ontology-based knowledge management system for flow and water quality modeling. Adv Eng Softw 38(172–181):2007
Zurück zum Zitat Chen W, Chau KW (2006) Intelligent manipulation and calibration of parameters for hydrological models. Int J Environ Pollut 28:432–447CrossRef Chen W, Chau KW (2006) Intelligent manipulation and calibration of parameters for hydrological models. Int J Environ Pollut 28:432–447CrossRef
Zurück zum Zitat Chen RS, Chuang WN, Cheng SJ (2014) Effects of urbanization variables on model parameters for watershed divisions. Hydrol Sci J 59:1167–1183CrossRef Chen RS, Chuang WN, Cheng SJ (2014) Effects of urbanization variables on model parameters for watershed divisions. Hydrol Sci J 59:1167–1183CrossRef
Zurück zum Zitat Cheng SJ (2011) The best relationship between lumped hydrograph parameters and urbanized factors. Nat Hazards 56:853–867CrossRef Cheng SJ (2011) The best relationship between lumped hydrograph parameters and urbanized factors. Nat Hazards 56:853–867CrossRef
Zurück zum Zitat Cheng SJ, Wang RY (2002) An approach for evaluating the hydrological effects of urbanization and its application. Hydrol Process 16:1403–1418CrossRef Cheng SJ, Wang RY (2002) An approach for evaluating the hydrological effects of urbanization and its application. Hydrol Process 16:1403–1418CrossRef
Zurück zum Zitat Cheng C, Chau KW, Sun Y, Lin J (2005) Long-term prediction of discharges in Manwan Reservoir using artificial neural network models. Lect Notes Comput Sci 3498:1040–1045CrossRef Cheng C, Chau KW, Sun Y, Lin J (2005) Long-term prediction of discharges in Manwan Reservoir using artificial neural network models. Lect Notes Comput Sci 3498:1040–1045CrossRef
Zurück zum Zitat Cheng SJ, Hsieh HH, Lee CF, Wang YM (2008) The storage potential of different surface coverings for various scale storms on Wu-Tu watershed, Taiwan. Nat Hazards 44:129–146CrossRef Cheng SJ, Hsieh HH, Lee CF, Wang YM (2008) The storage potential of different surface coverings for various scale storms on Wu-Tu watershed, Taiwan. Nat Hazards 44:129–146CrossRef
Zurück zum Zitat Cheng SJ, Lee CF, Lee JH (2010) Effects of urbanization factors on model parameters. Water Resour Manag 24:775–794CrossRef Cheng SJ, Lee CF, Lee JH (2010) Effects of urbanization factors on model parameters. Water Resour Manag 24:775–794CrossRef
Zurück zum Zitat Cheng CD, Cheng SJ, Wen JC, Lee JH (2013) Time and flow characteristics of component hydrographs related to rainfall-streamflow observations. J Hydrol Eng 18:675–688CrossRef Cheng CD, Cheng SJ, Wen JC, Lee JH (2013) Time and flow characteristics of component hydrographs related to rainfall-streamflow observations. J Hydrol Eng 18:675–688CrossRef
Zurück zum Zitat Cianfrani CM, Hession WC, Rizzo DM (2006) Watershed imperviousness impacts on stream channel condition in southeastern Pennsylvania. J Am Water Resour Assoc 42:941–956CrossRef Cianfrani CM, Hession WC, Rizzo DM (2006) Watershed imperviousness impacts on stream channel condition in southeastern Pennsylvania. J Am Water Resour Assoc 42:941–956CrossRef
Zurück zum Zitat Duan Q, Gupta VK, Sorooshian S (1993) Shuffled complex evolution approach for effective and efficient global minimization. J Optim Theory Appl 76:501–521CrossRef Duan Q, Gupta VK, Sorooshian S (1993) Shuffled complex evolution approach for effective and efficient global minimization. J Optim Theory Appl 76:501–521CrossRef
Zurück zum Zitat Gremillion P, Gonyeau A, Wanielista M (2000) Application of alternative hydrograph separation models to detect changes in flow paths in a watershed undergoing urban development. Hydrol Process 14:1485–1501CrossRef Gremillion P, Gonyeau A, Wanielista M (2000) Application of alternative hydrograph separation models to detect changes in flow paths in a watershed undergoing urban development. Hydrol Process 14:1485–1501CrossRef
Zurück zum Zitat Guo J (2008) Volume-based imperviousness for storm water designs. J Irrig Drain Eng 134:193–196CrossRef Guo J (2008) Volume-based imperviousness for storm water designs. J Irrig Drain Eng 134:193–196CrossRef
Zurück zum Zitat Hagg W, Braun LN, Kuhn M, Nesgaard TI (2007) Modeling of hydrological response to climate change in glacierized Central Asian catchments. J Hydrol 332:40–53CrossRef Hagg W, Braun LN, Kuhn M, Nesgaard TI (2007) Modeling of hydrological response to climate change in glacierized Central Asian catchments. J Hydrol 332:40–53CrossRef
Zurück zum Zitat Hsieh LS, Wang RY (1999) A semi-distributed parallel-type linear reservoir rainfall-runoff model and its application in Taiwan. Hydrol Process 13:1247–1268CrossRef Hsieh LS, Wang RY (1999) A semi-distributed parallel-type linear reservoir rainfall-runoff model and its application in Taiwan. Hydrol Process 13:1247–1268CrossRef
Zurück zum Zitat Huang HJ, Cheng SJ, Wen JC, Lee JH (2008a) Effect of growing watershed imperviousness on hydrograph parameters and peak discharge. Hydrol Process 22:2075–2085CrossRef Huang HJ, Cheng SJ, Wen JC, Lee JH (2008a) Effect of growing watershed imperviousness on hydrograph parameters and peak discharge. Hydrol Process 22:2075–2085CrossRef
Zurück zum Zitat Huang SY, Cheng SJ, Wen JC, Lee JH (2008b) Identifying peak- imperviousness-recurrence relationships on a growing-impervious watershed, Taiwan. J Hydrol 362:320–336CrossRef Huang SY, Cheng SJ, Wen JC, Lee JH (2008b) Identifying peak- imperviousness-recurrence relationships on a growing-impervious watershed, Taiwan. J Hydrol 362:320–336CrossRef
Zurück zum Zitat Huang SY, Cheng SJ, Wen JC, Lee JH (2012) Identifying hydrograph parameters and their relations to urbanization variables. Hydrol Sci J 57:144–161CrossRef Huang SY, Cheng SJ, Wen JC, Lee JH (2012) Identifying hydrograph parameters and their relations to urbanization variables. Hydrol Sci J 57:144–161CrossRef
Zurück zum Zitat Kauffman G, Belden A, Vonck K, Homsey A (2009) Link between impervious cover and base flow in the White Clay Creek Wild and scenic watershed in Delaware. J Hydrol Eng 14:324–334CrossRef Kauffman G, Belden A, Vonck K, Homsey A (2009) Link between impervious cover and base flow in the White Clay Creek Wild and scenic watershed in Delaware. J Hydrol Eng 14:324–334CrossRef
Zurück zum Zitat Kliment Z, Matoušková M (2009) Runoff changes in the Šumava Mountains (Black Forest) and the Foothill Regions: extent of influence by human impact and climate Change. Water Resour Manag 23:1813–1834CrossRef Kliment Z, Matoušková M (2009) Runoff changes in the Šumava Mountains (Black Forest) and the Foothill Regions: extent of influence by human impact and climate Change. Water Resour Manag 23:1813–1834CrossRef
Zurück zum Zitat Legesse D, Vallet-Coulomb C, Gasse F (2003) Hydrological response of a catchment to climate and land use changes in Tropical Africa: case study South Central Ethiopia. J Hydrol 275:67–85CrossRef Legesse D, Vallet-Coulomb C, Gasse F (2003) Hydrological response of a catchment to climate and land use changes in Tropical Africa: case study South Central Ethiopia. J Hydrol 275:67–85CrossRef
Zurück zum Zitat Mejía AI, Moglen GE (2010) Impact of the spatial distribution of imperviousness on the hydrologic response of an urbanizing basin. Hydrol Process 24:3359–3373CrossRef Mejía AI, Moglen GE (2010) Impact of the spatial distribution of imperviousness on the hydrologic response of an urbanizing basin. Hydrol Process 24:3359–3373CrossRef
Zurück zum Zitat Mennis J (2003) Generating surface models of population using dasymetric mapping. Prof Geogr 55:31–42 Mennis J (2003) Generating surface models of population using dasymetric mapping. Prof Geogr 55:31–42
Zurück zum Zitat Moramarco T, Melone F, Singh VP (2005) Assessment of flooding in urbanized ungauged basins: a case study in the upper Tiber area, Italy. Hydrol Process 19:1909–1924CrossRef Moramarco T, Melone F, Singh VP (2005) Assessment of flooding in urbanized ungauged basins: a case study in the upper Tiber area, Italy. Hydrol Process 19:1909–1924CrossRef
Zurück zum Zitat Muttil N, Chau KW (2006) Neural network and genetic programming for modelling coastal algal blooms. Int J Environ Pollut 28:223–238CrossRef Muttil N, Chau KW (2006) Neural network and genetic programming for modelling coastal algal blooms. Int J Environ Pollut 28:223–238CrossRef
Zurück zum Zitat Nash JE (1957) The form of the instantaneous unit hydrograph. IAHS Publ 45:112–121 Nash JE (1957) The form of the instantaneous unit hydrograph. IAHS Publ 45:112–121
Zurück zum Zitat Rodriguez F, Andrieu H, Creutin JD (2003) Creutin Surface runoff in urban catchments: morphological identification of unit hydrographs from urban databanks. J Hydrol 283:146–168CrossRef Rodriguez F, Andrieu H, Creutin JD (2003) Creutin Surface runoff in urban catchments: morphological identification of unit hydrographs from urban databanks. J Hydrol 283:146–168CrossRef
Zurück zum Zitat Taormina R, Chau KW, Sethi R (2012) Artificial Neural Network simulation of hourly groundwater levels in a coastal aquifer system of the Venice lagoon. Eng Appl Artif Intell 25:1670–1676CrossRef Taormina R, Chau KW, Sethi R (2012) Artificial Neural Network simulation of hourly groundwater levels in a coastal aquifer system of the Venice lagoon. Eng Appl Artif Intell 25:1670–1676CrossRef
Zurück zum Zitat Wu CL, Chau KW, Li YS (2009) Predicting monthly streamflow using data-driven models coupled with data-preprocessing techniques. Water Resour Res 45, W08432. doi:10.1029/2007WR006737 CrossRef Wu CL, Chau KW, Li YS (2009) Predicting monthly streamflow using data-driven models coupled with data-preprocessing techniques. Water Resour Res 45, W08432. doi:10.​1029/​2007WR006737 CrossRef
Zurück zum Zitat Zhang Y, Shuster W (2014) Impacts of spatial distribution of impervious areas on runoff response of Hillslope catchments: simulation study. J Hydrol Eng 19:1089–1100CrossRef Zhang Y, Shuster W (2014) Impacts of spatial distribution of impervious areas on runoff response of Hillslope catchments: simulation study. J Hydrol Eng 19:1089–1100CrossRef
Metadaten
Titel
Effects of Spatial-Temporal Imperviousness on Hydrological Responses of Various Areas in an Urbanized Watershed
verfasst von
Yu-ming Wang
Yu-ji Li
Shin-jen Cheng
Fu-ti Yang
Yin-ta Chen
Publikationsdatum
01.08.2015
Verlag
Springer Netherlands
Erschienen in
Water Resources Management / Ausgabe 10/2015
Print ISSN: 0920-4741
Elektronische ISSN: 1573-1650
DOI
https://doi.org/10.1007/s11269-015-1014-y

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