Separating the impacts of climate change and human activities on runoff using the Budyko-type equations with time-varying parameters

Journal of Hydrology - Tập 522 - Trang 326-338 - 2015
Cong Jiang1, Lihua Xiong1, Dingbao Wang2, Pan Liu1, Shenglian Guo1, Chong-Yu Xu1,3
1State Key Laboratory of Water Resources and Hydropower Engineering Science, Wuhan University, Wuhan 430072, China
2Department of Civil, Environmental and Construction Engineering, University of Central Florida, Orlando, FL, USA
3Department of Geosciences, University of Oslo, P.O. Box 1047 Blindern, N-0316 Oslo, Norway

Tài liệu tham khảo

Adam, 2006, Correction of global precipitation products for orographic effects, J. Clim., 19, 15, 10.1175/JCLI3604.1 Akaike, 1974, A new look at the statistical model identification, IEEE Trans. Autom. Control, 19, 716, 10.1109/TAC.1974.1100705 Birsan, 2005, Streamflow trends in Switzerland, J. Hydrol., 314, 312, 10.1016/j.jhydrol.2005.06.008 Bourgault, 2014, Simulation of aquifer-peatland-river interactions under climate change, Hydrol. Res., 45, 425, 10.2166/nh.2013.228 Budyko, 1974, 508 Bulygina, 2014, A comparison of rainfall-runoff modelling approaches for estimating impacts of rural land management on flood flows, Hydrol. Res., 44, 467, 10.2166/nh.2013.034 Burnham, 2002 Chen, 2014, Variability and trend in the hydrology of the Yangtze River, China: annual precipitation and runoff, J. Hydrol., 513, 403, 10.1016/j.jhydrol.2014.03.044 Chiew, 2006, Detection of trend or change in annual flow of Australian rivers, Int. J. Climatol., 13, 643, 10.1002/joc.3370130605 Chiew, 2009, Estimating climate change impact on runoff across southeast Australia: method, results, and implications of the modeling method, Water Resour. Res., 45, W10414, 10.1029/2008WR007338 Donohue, 2011, Assessing the differences in sensitivities of runoff to changes in climatic conditions across a large basin, J. Hydrol., 406, 234, 10.1016/j.jhydrol.2011.07.003 Droogers, 2002, Estimating reference evapotranspiration under inaccurate data conditions, Irrig. Drain. Syst., 16, 33, 10.1023/A:1015508322413 Du, 2012, Effects of climatic factors and human activities on runoff of the Weihe River in recent decades, Quatern. Int., 282, 58, 10.1016/j.quaint.2012.06.036 El Tahir, 2012, Comparison of methods for estimation of regional actual evapotranspiration in data scarce regions: the Blue Nile region-Eastern Sudan, J. Hydrol. Eng., 17, 578, 10.1061/(ASCE)HE.1943-5584.0000429 Fu, 1981, The calculation of the evaporation from land surface, Sci. Atmos. Sin., 5, 23 Gao, 2012, Spatial and temporal characteristics of actual evapotranspiration over Haihe River basin in China estimated by the complementary relationship and the Thornthwaite water balance model, Stoch. Env. Res. Risk Assess., 26, 655, 10.1007/s00477-011-0525-1 Gardner, 2009, Assessing the effect of climate change on mean annual runoff, J. Hydrol., 379, 351, 10.1016/j.jhydrol.2009.10.021 Gilroy, 2012, A nonstationary flood frequency analysis method to adjust for future climate change and urbanization, J. Hydrol., 414–415, 40, 10.1016/j.jhydrol.2011.10.009 Gosling, R., 2014. Assessing the impact of projected climate change on drought vulnerability in Scotland. Hydrol. Res., in press. http://dx.doi.org/10.2166/nh.2014.148. Han, 2011, Irrigation impact on annual water balance of the oases in Tarim Basin, Northwest China, Hydrol. Process., 25, 167, 10.1002/hyp.7830 Kahya, 2004, Trend analysis of stream flow in Turkey, J. Hydrol., 289, 128, 10.1016/j.jhydrol.2003.11.006 Kendall, 1975 Khaliq, 2009, Identification of temporal trends in annual and seasonal low flows occurring in Canadian rivers: the effect of short-and long-term persistence, J. Hydrol., 369, 183, 10.1016/j.jhydrol.2009.02.045 Koster, 1999, A simple framework for examining the interannual variability of land surface moisture fluxes, J. Clim., 12, 1911, 10.1175/1520-0442(1999)012<1911:ASFFET>2.0.CO;2 Kumar, 2009, Streamflow trends in Indiana: effects of long term persistence, precipitation and subsurface drains, J. Hydrol., 374, 171, 10.1016/j.jhydrol.2009.06.012 Leuning, 2008, A simple surface conductance model to estimate evaporation using MODIS leaf area index and the Penman-Monteith equation, Water Resour. Res., 44, W10419, 10.1029/2007WR006562 Li, 2007, Assessing the impact of climate variability and human activities on streamflow from the Wuding River basin in China, Hydrol. Process., 21, 3485, 10.1002/hyp.6485 Li, 2013, Vegetation control on water and energy balance within the Budyko framework, Water Resour. Res., 49, 969, 10.1002/wrcr.20107 Liu, 2013, Assessing the hydrological impacts of climate change in the headwater catchment of the Tarim River basin, China, Hydrol. Res., 44, 834, 10.2166/nh.2012.237 Ma, 2008, Analysis of impacts of climate variability and human activity on streamflow for a river basin in arid region of Northwest China, J. Hydrol., 352, 239, 10.1016/j.jhydrol.2007.12.022 Ma, 2010, Impact of climate variability and human activity on streamflow decrease in the Miyun Reservoir catchment, J. Hydrol., 389, 317, 10.1016/j.jhydrol.2010.06.010 Mango, 2011, Land use and climate change impacts on the hydrology of the upper Mara River Basin, Kenya: results of a modeling study to support better resource management, Hydrol. Earth Syst. Sci., 15, 2245, 10.5194/hess-15-2245-2011 Mann, 1945, Non-parametric tests against trend, Econometrica, 13, 245, 10.2307/1907187 McCabe, 2002, A step increase in streamflow in the conterminous United States, Geophys. Res. Lett., 29, 2185, 10.1029/2002GL015999 McIntyre, N., Ballard, B., Bruen, M., Bulygina, N., Buytaert, W., Cluckie, I., Dunn, S., Ehret, U., Ewen, J., Gelfan, A., Hess, T., Hughes, D., Jackson, B., Kjeldsen, T., Merz, R., Park, J.-S., O’Connell, E., O’Donnell, G., Oudin, L., Todini, E., Wagener, T., Wheater, H., 2014. Modelling the hydrological impacts of rural land use change. Hydrol. Res., in press. http://dx.doi.org/10.2166/nh.2013.145. McMahon, 2011, A simple methodology for estimating mean and variability of annual runoff and reservoir yield under present and future climates, J. Hydrometeorol., 12, 135, 10.1175/2010JHM1288.1 Milly, 2002, Macroscale water fluxes 2. Water and energy supply control of their inter-annual variability, Water Resour. Res., 38, 1206, 10.1029/2001WR000760 Milly, 2008, Stationarity is dead: whither water management?, Science, 319, 573, 10.1126/science.1151915 Moiwo, 2014, Groundwater recharge and discharge analysis for land use conditions suitable for the hydrology and ecology of semiarid regions, Hydrol. Res., 45, 563, 10.2166/nh.2013.103 Nash, 1970, River flow forecasting through conceptual models, J. Hydrol., 10, 282, 10.1016/0022-1694(70)90255-6 Patterson, 2013, Climate and direct human contributions to changes in mean annual streamflow in the South Atlantic, USA, Water Resour. Res., 49, 7278, 10.1002/2013WR014618 Pike, 1964, The estimation of annual runoff from meteorological data in a tropical climate, J. Hydrol., 2, 116, 10.1016/0022-1694(64)90022-8 Roderick, 2011, A simple framework for relating variations in runoff to variations in climatic conditions and catchment properties, Water Resour. Res., 47, W00G07, 10.1029/2010WR009826 Schilling, 2010, Quantifying the effect of land use land cover change on increasing discharge in the Upper Mississippi River, J. Hydrol., 387, 343, 10.1016/j.jhydrol.2010.04.019 Teng, 2012, Estimation of climate change impact on mean annual runoff across continental Australia using Budyko and Fu equations and hydrological models, J. Hydrometeorol., 13, 1094, 10.1175/JHM-D-11-097.1 Turc, 1954, Le bilan d’eau des sols: relation entre les precipitations, l’evaporation er l’ecoulement, Ann. Agron., 5, 491 Velpuri, 2013, Analysis of long-term trends (1950–2009) in precipitation, runoff and runoff coefficient in major urban watersheds in the United States, Environ. Res. Lett., 8, 024020, 10.1088/1748-9326/8/2/024020 Vogel, 1999, Regional regression models of annual streamflow for the United States, J. Irrig. Drain. Eng., 125, 148, 10.1061/(ASCE)0733-9437(1999)125:3(148) Wang, 2012, Responses of annual runoff, evaporation, and storage change to climate variability at the watershed scale, Water Resour. Res., 48, W05546, 10.1029/2011WR011444 Wang, 2011, Quantifying the relative contribution of the climate and direct human impacts on mean annual streamflow in the contiguous United States, Water Resour. Res., 47, W00J12, 10.1029/2010WR010283 Wang, 2014, A one-parameter Budyko model for water balance captures emergent behavior in Darwinian hydrologic models, Geophys. Res. Lett., 41, 4569, 10.1002/2014GL060509 Willems, 2013, Adjustment of extreme rainfall statistics accounting for multidecadal climate oscillations, J. Hydrol., 490, 126, 10.1016/j.jhydrol.2013.03.034 Williams, 2012, Climate and vegetation controls on the surface water balance: synthesis of evapotranspiration measured across a global network of flux towers, Water Resour. Res., 48, W06523, 10.1029/2011WR011586 Xiong, 2012, Appraisal of Budyko formula in calculating long-term water balance in humid watersheds of southern China, Hydrol. Process., 26, 1370, 10.1002/hyp.8273 Xiong, 2014, Statistical attribution analysis of the nonstationarity of the annual runoff series of the Weihe River, Water Sci. Technol., 70, 939, 10.2166/wst.2014.322 Xu, 2004, Review on regional water resources assessment models under stationary and changing climate, Water Resour. Manage., 18, 591, 10.1007/s11269-004-9130-0 Xu, 2005, Evaluation of three complementary relationship evapotranspiration models by water balance approach to estimate actual regional evapotranspiration in different climatic regions, J. Hydrol., 308, 105, 10.1016/j.jhydrol.2004.10.024 Xu, 2013, Assessing the impacts of climate variability and human activities on annual runoff in the Luan River basin, China, Hydrol. Res., 44, 940, 10.2166/nh.2013.144 Xu, 2014, Attribution analysis based on the Budyko hypothesis for detecting the dominant cause of runoff decline in Haihe basin, J. Hydrol., 510, 530, 10.1016/j.jhydrol.2013.12.052 Yang, 2009 Yang, 2007, Analyzing spatial and temporal variability of annual waterenergy balance in nonhumid regions of China using the Budyko hypothesis, Water Resour. Res., 43, W04426, 10.1029/2006WR005224 Yang, 2008, New analytical derivation of the mean annual water-energy balance equation, Water Resour. Res., 44, W03410, 10.1029/2007WR006135 Zhan, 2013, The impacts of climate variability and human activities on streamflow in Bai River basin, northern China, Hydrol. Res., 44, 875, 10.2166/nh.2012.146 Zhang, 2001, Response of mean annual evapotranspiration to vegetation changes at catchment scale, Water Resour. Res., 37, 701, 10.1029/2000WR900325 Zhang, 2004, A rational function approach for estimating mean annual evapotranspiration, Water Resour. Res., 40, W02502, 10.1029/2003WR002710 Zhao, 2013, Climate changes and their impacts on water resources in semiarid regions: a case study of the Wei River basin, China, Hydrol. Process., 27, 3852, 10.1002/hyp.9504 Zhou, 2013, Hydrological response to urbanization at different spatio-temporal scales simulated by coupling of CLUE-S and the SWAT model in the Yangtze River delta region, J. Hydrol., 485, 113, 10.1016/j.jhydrol.2012.12.040 Zuo, 2014, Identification of streamflow response to climate change and human activities in the Wei River basin, China, Water Resour. Manage., 28, 833, 10.1007/s11269-014-0519-0