Modelling the impacts of climate and land use changes on soil water erosion: Model applications, limitations and future challenges

Journal of Environmental Management - Tập 250 - Trang 109403 - 2019
Yanrong Guo1, Changhui Peng1,2, Qiuan Zhu1, Meng Wang3, Han Wang4, Shushi Peng5, Honglin He6
1Center for Ecological Forecasting and Global Change, College of Forestry, Northwest Agriculture and Forest University, Yangling, 712100, China
2Institute of Environment Sciences, Department of Biology Sciences, University of Quebec at Montreal, Case Postale 8888, Succursale Centre-Ville, Montreal, H3C 3P8, Canada
3State Environmental Protection Key Laboratory of Wetland Ecology and Vegetation Restoration, Institute for Peat and Mire Research, Northeast Normal University, Changchun, Jilin 130024, China
4Ministry of Education Key Laboratory for Earth System Modeling, Department of Earth System Science, Tsinghua University, Beijing 100084, China
5Sino-French Institute for Earth System Science, College of Urban and Environmental Sciences, Peking University, Beijing 100871, China
6Institute of Geographic Science and Natural Resources Research, Chinese Academy of Sciences, Beijing 100101, China

Tài liệu tham khảo

Adu, 2018, Assessing non-point source pollution models: a review, Pol. J. Environ. Stud., 27, 1913, 10.15244/pjoes/76497 Aksoy, 2005, A review of hillslope and watershed scale erosion and sediment transport models, Catena, 64, 247, 10.1016/j.catena.2005.08.008 Aladejana, 2018, Hydrological responses to land degradation in the northwest Benin owena river basin, Nigeria, J. Environ. Manag., 225, 300, 10.1016/j.jenvman.2018.07.095 Alatorre, 2010, Regional scale modeling of hillslope sediment delivery: a case study in the Barasona Reservoir watershed (Spain) using WATEM/SEDEM, J. Hydrol., 391, 109, 10.1016/j.jhydrol.2010.07.010 Alatorre, 2012, Soil erosion and sediment delivery in a mountain catchment under scenarios of land use change using a spatially distributed numerical model, Hydrol. Earth Syst. Sci., 16, 1321, 10.5194/hess-16-1321-2012 Alewell, 2015, An attempt to estimate tolerable soil erosion rates by matching soil formation with denudation in Alpine grasslands, J. Soils Sediments, 15, 1383, 10.1007/s11368-014-0920-6 Angulo-Martínez, 2009, Estimating rainfall erosivity from daily precipitation records: a comparison among methods using data from the Ebro Basin (NE Spain), J. Hydrol., 379, 111, 10.1016/j.jhydrol.2009.09.051 Bagarello, 2010, Testing alternative erosivity indices to predict event soil loss from bare plots in Southern Italy, Hydrol. Process., 24, 789, 10.1002/hyp.7538 Benkobi, 1994, Evaluation of a refined surface cover subfactor for use in RUSLE, J. Range Manag., 47, 74, 10.2307/4002845 Berry, 2010, Stomata: key players in the earth system, past and present, Curr. Opin. Plant Biol., 13, 232, 10.1016/j.pbi.2010.04.013 Berteaux, 2004, Keeping pace with fast climate change: can arctic life count on evolution?, Integr. Comp. Biol., 44, 140, 10.1093/icb/44.2.140 Bingner, 2002, Physics of suspended sediment transport in AnnAGNPS Bisantino, 2015, Estimation of runoff, peak discharge and sediment load at the event scale in a medium-size mediterranean watershed using the annagnps model, Land Degrad. Dev., 26, 340, 10.1002/ldr.2213 Blanco, 2008 Boardman, 1990, Climate change and soil erosion on agricultural land in england and wales, Land Degrad. Dev., 2, 95, 10.1002/ldr.3400020204 Bolin, 1986, vol. 29 Borrelli, 2017, An assessment of the global impact of 21st century land use change on soil erosion, Nat. Commun., 8, 10.1038/s41467-017-02142-7 Bosco, 2009, Soil erosion in the Alpine area: risk assessment and climate change, Studi Trentini di scienze naturali, 85, 119 Brown, 2010, Analysis of snow cover variability and change in Québec, 1948–2005, Hydrol. Process., 24, 1929, 10.1002/hyp.7565 Broxton, 2014, An all-season flash flood forecasting system for real-time operations, Bull. Am. Meteorol. Soc., 95, 399, 10.1175/BAMS-D-12-00212.1 Cai, 2001, Soil erosion and management on the loess plateau, J. Geogr. Sci., 11, 53, 10.1007/BF02837376 Change, 1990 Chaplot, 2007, Water and soil resources response to rising levels of atmospheric CO2 concentration and to changes in precipitation and air temperature, J. Hydrol., 337, 159, 10.1016/j.jhydrol.2007.01.026 Chaplot, 2005, Dynamic modelling for linear erosion initiation and development under climate and land-use changes in northern Laos, Catena, 63, 318, 10.1016/j.catena.2005.06.008 Chatterjee, 2014, Geospatial assessment of soil erosion vulnerability at watershed level in some sections of the Upper Subarnarekha river basin, Jharkhand, India, Environ. Earth Sci., 71, 357, 10.1007/s12665-013-2439-3 Chen, 2011, Empirical soil erosion model for single rainstorm in Chabagou Drainage Basin, Prog. Geogr., 30, 325 Chien, 2013, Modeling the potential impacts of climate change on streamflow in agricultural watersheds of the Midwestern United States, J. Hydrol., 491, 73, 10.1016/j.jhydrol.2013.03.026 Chow, 1988 Cordova, 1991 Costa-Cabral, 1994, Digital Elevation Model Networks (DEMON): a model of flow over hillslopes for computation of contributing and dispersal areas, Water Resour. Res., 30, 1681, 10.1029/93WR03512 Croke, 2005, Sediment concentration changes in runoff pathways from a forest road network and the resultant spatial pattern of catchment connectivity, Geomorphology, 68, 257, 10.1016/j.geomorph.2004.11.020 de Boer, 2011, Climate forcing due to optimization of maximal leaf conductance in subtropical vegetation under rising CO2, Proc. Natl. Acad. Sci. U. S. A, 108, 4041, 10.1073/pnas.1100555108 De Roo, 1999, Calibrating and validating the LISEM model for two data sets from The Netherlands and South Africa, Catena, 37, 477, 10.1016/S0341-8162(99)00034-X de Vente, 2009, The implications of data selection for regional erosion and sediment yield modelling, Earth Surf. Process. Landforms, 34, 1994, 10.1002/esp.1884 de Vente, 2008, Spatially distributed modelling of soil erosion and sediment yield at regional scales in Spain, Glob. Planet. Chang., 60, 393, 10.1016/j.gloplacha.2007.05.002 Deng, 2019, Land-use changes driven by ‘Grain for Green’ program reduced carbon loss induced by soil erosion on the Loess Plateau of China, Glob. Planet. Chang., 177, 101, 10.1016/j.gloplacha.2019.03.017 Desmet, 1999, Importance of slope gradient and contributing area for optimal prediction of the initiation and trajectory of ephemeral gullies, Catena, 37, 377, 10.1016/S0341-8162(99)00027-2 Dun, 2010, Improving frost-simulation subroutines of the water erosion prediction project (WEPP) model, Trans. ASABE, 53, 1399, 10.13031/2013.34896 Esteves, 2019, Medium term high frequency observation of discharges and suspended sediment in a Mediterranean mountainous catchment, J. Hydrol., 568, 562, 10.1016/j.jhydrol.2018.10.066 Evette, 2009, vol. 43, 972 Favis-Mortlock, 1995, Nonlinear responses of soil erosion to climate change: a modelling study on the UK South Downs, Catena, 25, 365, 10.1016/0341-8162(95)00018-N Favis-Mortlock, 1991, Climate change, winter wheat yield and soil erosion on the English south downs, Agric. Syst., 37, 415, 10.1016/0308-521X(91)90062-F Feng, 2018, Improving predictions of tropical forest response to climate change through integration of field studies and ecosystem modeling, Glob. Chang. Biol., 24, e213, 10.1111/gcb.13863 Feng, 2010, Modeling soil erosion and its response to land-use change in hilly catchments of the Chinese Loess Plateau, Geomorphology, 118, 239, 10.1016/j.geomorph.2010.01.004 Ficklin, 2009, Climate change sensitivity assessment of a highly agricultural watershed using SWAT, J. Hydrol., 374, 16, 10.1016/j.jhydrol.2009.05.016 Flanagan, 1995 Flynn, 2011, Evaluation of SWAT for sediment prediction in a mountainous snowmelt-dominated catchment, Trans. ASABE, 54, 113, 10.13031/2013.36265 Fohrer, 2001, Hydrologic Response to land use changes on the catchment scale, Phys. Chem. Earth - Part B Hydrol., Oceans Atmos., 26, 577, 10.1016/S1464-1909(01)00052-1 Foltz, 2011, Soil erosion model predictions using parent material/soil texture-based parameters compared to using site-specific parameters, Trans. ASABE, 54, 1347, 10.13031/2013.39036 Foster, 1986, Understanding ephemeral gully erosion, in Soil conservation: assessing the national resources inventory, vol. 2, 90 Foster, 1972, A closed-form soil erosion equation for upland areas, 12.11 Frankl, 2018, The success of recent land management efforts to reduce soil erosion in northern France, Geomorphology, 303, 84, 10.1016/j.geomorph.2017.11.018 Fremlin, 2011, The effects of fertilization and herbivory on the phenology of the understory vegetation of the boreal forest in Northwestern Canada, Arctic Antarct. Alpine Res., 43, 389, 10.1657/1938-4246-43.3.389 Fu, 1989, Soil erosion and its control in the loess plateau of China, Soil Use Manag., 5, 76, 10.1111/j.1475-2743.1989.tb00765.x Fu, 2019, A review of catchment-scale water quality and erosion models and a synthesis of future prospects, Environ. Model. Softw, 114, 75, 10.1016/j.envsoft.2018.12.008 Fu, 2009, The effects of land-use combinations on soil erosion: a case study in the Loess Plateau of China, Prog. Phys. Geogr., 33, 793, 10.1177/0309133309350264 Gao, 2010, Optimization of land use structure and spatial pattern for the semi-arid loess hilly-gully region in China, Catena, 81, 196, 10.1016/j.catena.2010.03.002 García-Ruiz, 2010, The effects of land uses on soil erosion in Spain: a review, Catena, 81, 1, 10.1016/j.catena.2010.01.001 Gassman, 2007, The soil and water assessment tool: historical development, applications, and future research directions, Trans. ASABE, 50, 1211, 10.13031/2013.23637 Gedney, 2006, Detection of a direct carbon dioxide effect in continental river runoff records, Nature, 439, 835, 10.1038/nature04504 Geter, 1998, 1 Giorgi, 2006, Climate change hot-spots, Geophys. Res. Lett., 33, 10.1029/2006GL025734 Gonzalez-Hidalgo, 2007, A review of daily soil erosion in Western Mediterranean areas, Catena, 71, 193, 10.1016/j.catena.2007.03.005 Grum, 2017, Assessing the effect of water harvesting techniques on event-based hydrological responses and sediment yield at a catchment scale in northern Ethiopia using the Limburg Soil Erosion Model (LISEM), Catena, 159, 20, 10.1016/j.catena.2017.07.018 Hayhoe, 1993, Estimation of snowmelt runoff in the Peace River region using a soil moisture budget, Can. J. Soil Sci., 73, 489, 10.4141/cjss93-050 Hernandez, 2000, Modeling runoff response to land cover and rainfall spatial variability in semi-arid watersheds, Environ. Monit. Assess., 64, 285, 10.1023/A:1006445811859 Hessel, 2007, Suitability of transport equations in modelling soil erosion for a small Loess Plateau catchment, Eng. Geol., 91, 56, 10.1016/j.enggeo.2006.12.013 Hessel, 2003, Modelling gully erosion for a small catchment on the Chinese Loess Plateau, Catena, 54, 131, 10.1016/S0341-8162(03)00061-4 Hessel, 2006, Evaluation of the LISEM soil erosion model in two catchments in the East African Highlands, Earth Surf. Process. Landforms, 31, 469, 10.1002/esp.1280 Hu, 2007, 10 Hulst, 2011 Jaramillo, 2007 Karamage, 2016, Deforestation effects on soil erosion in the lake kivu basin, D.R. Congo-Rwanda, Forests, 7, 281, 10.3390/f7110281 Karamage, 2017, Soil erosion risk assessment in Uganda, Forests, 8, 52, 10.3390/f8020052 Karimov, 2017, Effects of intra-storm soil moisture and runoff characteristics on ephemeral gully development: evidence from a No-till field study, Water, 9, 10.3390/w9100742 Khoi, 2014, The responses of hydrological processes and sediment yield to land-use and climate change in the Be River Catchment, Vietnam, Hydrol. Process., 28, 640, 10.1002/hyp.9620 Khoi, 2014, Impact of climate and land-use changes on hydrological processes and sediment yield—a case study of the Be River catchment, Vietnam, Hydrol. Sci. J., 59, 1095, 10.1080/02626667.2013.819433 Kieta, 2018, Phosphorus dynamics in vegetated buffer strips in cold climates: a review, Environ. Rev., 26, 255, 10.1139/er-2017-0077 Kim, 2008, Temporally weighted average curve number method for daily runoff simulation, Hydrol. Process., 22, 4936, 10.1002/hyp.7116 Kinnell, 2007, Runoff dependent erosivity and slope length factors suitable for modelling annual erosion using the Universal Soil Loss Equation, Hydrol. Process., 21, 2681, 10.1002/hyp.6493 Kinnell, 2010, Event soil loss, runoff and the Universal Soil Loss Equation family of models: a review, J. Hydrol., 385, 384, 10.1016/j.jhydrol.2010.01.024 Komissarov, 2014, Snowmelt-induced soil erosion on gentle slopes in the southern Cis-Ural region, Eurasian Soil Sci., 47, 598, 10.1134/S1064229314060039 Kundzewicz, 2007, Freshwater resources and their management, 173 Kwaad, 1991, Summer and winter regimes of runoff generation and soil erosion on cultivated loess soils (The Netherlands), Earth Surf. Process. Landforms, 16, 653, 10.1002/esp.3290160709 Labat, 2010, Cross wavelet analyses of annual continental freshwater discharge and selected climate indices, J. Hydrol., 385, 269, 10.1016/j.jhydrol.2010.02.029 Lal, 2003, Soil erosion and the global carbon budget, Environ. Int., 29, 437, 10.1016/S0160-4120(02)00192-7 Lal, 2004, Soil carbon sequestration impacts on global climate change and food security, Science, 304, 1623, 10.1126/science.1097396 Lammertsma, 2011, Global CO2 rise leads to reduced maximum stomatal conductance in Florida vegetation, Proc. Natl. Acad. Sci. U. S. A, 108, 4035, 10.1073/pnas.1100371108 Larue, 2017, Validation of GlobSnow-2 snow water equivalent over Eastern Canada, Remote Sens. Environ., 194, 264, 10.1016/j.rse.2017.03.027 Le, 2018, Evaluation of the performance of the EPIC model for yield and biomass simulation under conservation systems in Cambodia, Agric. Syst., 166, 90, 10.1016/j.agsy.2018.08.003 Lee, 1996, Sensitivity of the US corn belt to climate change and elevated CO2: II. Soil erosion and organic carbon, Agric. Syst., 52, 503, 10.1016/S0308-521X(96)00015-7 Li, 2017, Comparison of soil erosion models used to study the Chinese Loess Plateau, Earth Sci. Rev., 170, 17, 10.1016/j.earscirev.2017.05.005 Li, 2011, Effects of temperature change on water discharge, and sediment and nutrient loading in the lower Pearl River basin based on SWAT modelling, Hydrol. Sci. J., 56, 68, 10.1080/02626667.2010.538396 Li, 2003, Evaluating gully erosion using 137Cs and 210Pb/137Cs ratio in a reservoir catchment, Soil Tillage Res., 69, 107, 10.1016/S0167-1987(02)00132-0 Lim, 2017, Impact of deforestation on agro-environmental variables in cropland, North Korea, Sustainability, 9, 1354, 10.3390/su9081354 Litschert, 2014, Effects of climate change and wildfire on soil loss in the Southern Rockies Ecoregion, Catena, 118, 206, 10.1016/j.catena.2014.01.007 Liu, 2007, GEPIC – modelling wheat yield and crop water productivity with high resolution on a global scale, Agric. Syst., 94, 478, 10.1016/j.agsy.2006.11.019 Liu, 2008, Validation of an agricultural non-point source (AGNPS) pollution model for a catchment in the Jiulong River watershed, China, J. Environ. Sci., 20, 599, 10.1016/S1001-0742(08)62100-2 Liu, 2010, Sensitivity analysis of soil erosion in the northern loess plateau, Procedia Environ. Sci., 2, 134, 10.1016/j.proenv.2010.10.017 Liu, 2004, Two-dimensional kinematic wave model of overland-flow, J. Hydrol., 291, 28, 10.1016/j.jhydrol.2003.12.023 Liu, 2016, Assessing sedimentological connectivity using WATEM/SEDEM model in a hilly and gully watershed of the Loess Plateau, China, Ecol. Indicat., 66, 259, 10.1016/j.ecolind.2016.01.055 Luo, 2016, Suitability of revision to MUSLE for estimating sediment yield in the Loess Plateau of China, Stoch. Environ. Res. Risk Assess., 30, 379, 10.1007/s00477-015-1131-4 Madramootoo, 1988, Rainfall and runoff erosion indices for eastern Canada, Trans. ASAE, 31, 107, 10.13031/2013.30674 Mahmoudzadeh, 2002, Sediment yields and soil loss rates from native forest, pasture and cultivated land in the Bathurst area, New South Wales, Aust. For., 65, 73, 10.1080/00049158.2002.10674857 Marzen, 2000, Water quality modeling in the red rock Creek watershed, Kansas, vol. 23, 175 Memarian, 2013, KINEROS2 application for land use/cover change impact analysis at the Hulu Langat Basin, Malaysia, Water Environ. J., 27, 549, 10.1111/wej.12002 Mimikou, 1991, Regional hydrological effects of climate change, J. Hydrol., 123, 119, 10.1016/0022-1694(91)90073-Q Mitchell, 1993, Validation of AGNPS for small watersheds using an integrated AGNPS/GIS system, J. Am. Water Resour. Assoc., 29, 833, 10.1111/j.1752-1688.1993.tb03242.x Mohammed, 2004, Validation of agricultural non-point source (AGNPS) pollution model in Kori watershed, South Wollo, Ethiopia, Int. J. Appl. Earth Obs. Geoinf., 6, 97, 10.1016/j.jag.2004.08.002 Morgan, 2001, Erosion modeling, 117 Mullan, 2013, Soil erosion under the impacts of future climate change: assessing the statistical significance of future changes and the potential on-site and off-site problems, Catena, 109, 234, 10.1016/j.catena.2013.03.007 Mwangi, 2016, Modelling the impact of agroforestry on hydrology of mara river basin in east Africa, Hydrol. Process., 30, 3139, 10.1002/hyp.10852 Nash, 1970, River flow forecasting through conceptual models part I — a discussion of principles, J. Hydrol., 10, 282, 10.1016/0022-1694(70)90255-6 Nearing, 2005, Modeling response of soil erosion and runoff to changes in precipitation and cover, Catena, 61, 131, 10.1016/j.catena.2005.03.007 Nearing, 2004, Expected climate change impacts on soil erosion rates: a review, J. Soil Water Conserv., 59, 43 Ning, 2015, Runoff simulation using a modified SWAT model with spatially continuous HRUs, Environ. Earth Sci., 74, 5895, 10.1007/s12665-015-4613-2 Nunes, 2006, Numerical modeling of surface runoff and erosion due to moving rainstorms at the drainage basin scale, J. Hydrol., 330, 709, 10.1016/j.jhydrol.2006.04.037 Nunes, 2013, Modeling the response of within-storm runoff and erosion dynamics to climate change in two Mediterranean watersheds: a multi-model, multi-scale approach to scenario design and analysis, Catena, 102, 27, 10.1016/j.catena.2011.04.001 Nunes, 2009, Sensitivity of runoff and soil erosion to climate change in two Mediterranean watersheds. Part I: model parameterization and evaluation, Hydrol. Process., 23, 1202, 10.1002/hyp.7247 Nunes, 2008, Vulnerability of water resources, vegetation productivity and soil erosion to climate change in Mediterranean watersheds, Hydrol. Process., 22, 3115, 10.1002/hyp.6897 Nunes, 2005, Evaluating the MEFIDIS model for runoff and soil erosion prediction during rainfall events, Catena, 61, 210, 10.1016/j.catena.2005.03.005 Nunes, 2007 Ollesch, 2005, Characterization and modelling of the spatial heterogeneity of snowmelt erosion, Earth Surf. Process. Landforms, 30, 197, 10.1002/esp.1175 Ouyang, 2008, Nonpoint source pollution responses simulation for conversion cropland to forest in mountains by SWAT in China, Environ. Manag., 41, 79, 10.1007/s00267-007-9028-8 Panjabi, 2018, Development of GIS interface tool for GAMES model and its application to an agricultural watershed in southern Ontario, Open J. Civ. Eng., 8, 312, 10.4236/ojce.2018.83024 Passos Wichert, 2018, Site preparation, initial growth and soil erosion in Eucalyptus grandis plantations on steep terrain, Sci. Forestalis, 46, 17 Pearman, 1988, Greenhouse gases: evidence for atmospheric changes and anthropogenic causes, 3 Phillips, 1996, Sensitivity of the US corn belt to climate change and elevated CO2: I. Corn and soybean yields, Agric. Syst., 52, 481, 10.1016/S0308-521X(96)00014-5 Pikul, 1998, Fall contour ripping increases water infiltration into frozen soil, Soil Sci. Soc. Am. J., 62, 1017, 10.2136/sssaj1998.03615995006200040024x Pimentel, 2006, Soil erosion: a food and environmental threat, Environ. Dev. Sustain., 8, 119, 10.1007/s10668-005-1262-8 Pimentel, 1995, Environmental and economic costs of soil erosion and conservation benefits, Science, 267, 1117, 10.1126/science.267.5201.1117 Pruski, 2002, Runoff and soil-loss responses to changes in precipitation: a computer simulation study, J. Soil Water Conserv., 57, 7 Puurveen, 1997, Evaluation of EPIC's snowmelt and water erosion submodels using data from the Peace River region of Alberta, Can. J. Soil Sci., 77, 41, 10.4141/S95-072 Qiu, 2012, SWAT-based runoff and sediment simulation in a small watershed, the loessial hilly-gullied region of China: capabilities and challenges, Int. J. Sediment Res., 27, 226, 10.1016/S1001-6279(12)60030-4 Renard, 1997, 404 Rosenzweig, 1998 Rothwell, 2005, Heavy metal release by peat erosion in the Peak District, southern Pennines, UK, Hydrol. Process., 19, 2973, 10.1002/hyp.5811 Rudra, 1993, Application of GIS in watershed management, J. Water Manag. Model., R175–21 Rudra, 1986, GAMES—a screening model of soil erosion and fluvial sedimentation on agricultural watershed, Can. Water Resour. J./Revue canadienne des ressources hydriques, 11, 58, 10.4296/cwrj1104058 Salako, 2008, Rainfall variability and kinetic energy in Southern Nigeria, Clim. Change, 86, 151, 10.1007/s10584-006-9198-z Shen, 2016, Flume experiment to verify WEPP rill erosion equation performances using loess material, J. Soils Sediments, 16, 2275, 10.1007/s11368-016-1408-3 Sherriff, 2018, Sediment fingerprinting as a tool to identify temporal and spatial variability of sediment sources and transport pathways in agricultural catchments, Agric. Ecosyst. Environ., 267, 188, 10.1016/j.agee.2018.08.023 Shrestha, 2019, Identifying threshold storm events and quantifying potential impacts of climate change on sediment yield in a small upland agricultural watershed of Ontario, Hydrol. Process., 33, 920, 10.1002/hyp.13374 Shrestha, 2018, Predicting sediment yield and transport dynamics of a cold climate region watershed in changing climate, Sci. Total Environ., 625, 1030, 10.1016/j.scitotenv.2017.12.347 Simonneaux, 2015, Land use and climate change effects on soil erosion in a semi-arid mountainous watershed (High Atlas, Morocco), J. Arid Environ., 122, 64, 10.1016/j.jaridenv.2015.06.002 Singer, 1996, Soils in an environmental context: an American perspective, Catena, 27, 179, 10.1016/0341-8162(96)00016-1 Singh, 2012, Comparison of soil and water assessment tool (SWAT) and multilayer perceptron (MLP) artificial neural network for predicting sediment yield in the Nagwa agricultural watershed in Jharkhand, India, Agric. Water Manag., 104, 113, 10.1016/j.agwat.2011.12.005 Singh, 2006, Effiect of climate change on runoff of a glacierized Himalayan basin, Hydrol. Process., 20, 1979, 10.1002/hyp.5991 Somura, 2009, Impact of climate change on the Hii River basin and salinity in Lake Shinji: a case study using the SWAT model and a regression curve, Hydrol. Process., 23, 1887, 10.1002/hyp.7321 Souchère, 2005, Modelling the impact of agri-environmental scenarios on runoff in a cultivated catchment (Normandy, France), Catena, 61, 229, 10.1016/j.catena.2005.03.010 Steinthorsdottir, 2012, Deep-time evidence of a link between elevated CO2 concentrations and perturbations in the hydrological cycle via drop in plant transpiration, Geology, 40, 815, 10.1130/G33334.1 Stockle, 1992, A method for estimating the direct and climatic effects of rising atmospheric carbon dioxide on growth and yield of crops: Part I—modification of the EPIC model for climate change analysis, Agric. Syst., 38, 225, 10.1016/0308-521X(92)90067-X Stolte, 2003, Modelling water flow and sediment processes in a small gully system on the Loess Plateau in China, Catena, 54, 117, 10.1016/S0341-8162(03)00060-2 Sun, 2013, Soil erosion and its response to the changes of precipitation and vegetation cover on the Loess Plateau, J. Geogr. Sci., 23, 1091, 10.1007/s11442-013-1065-z Sun, 2014, Assessing the effects of land use and topography on soil erosion on the Loess Plateau in China, Catena, 121, 151, 10.1016/j.catena.2014.05.009 Takken, 1999, Spatial evaluation of a physically-based distributed erosion model (LISEM), Catena, 37, 431, 10.1016/S0341-8162(99)00031-4 Takken, 2005, The influence of both process descriptions and runoff patterns on predictions from a spatially distributed soil erosion model, Earth Surf. Process. Landforms, 30, 213, 10.1002/esp.1176 Tatsumi, 2016, Effects of automatic multi-objective optimization of crop models on corn yield reproducibility in the U.S.A, Ecol. Model., 322, 124, 10.1016/j.ecolmodel.2015.11.006 Thodsen, 2008, The influence of climate change on suspended sediment transport in Danish rivers, Hydrol. Process., 22, 764, 10.1002/hyp.6652 Thorsen, 2001, Assessment of uncertainty in simulation of nitrate leaching to aquifers at catchment scale, J. Hydrol., 242, 210, 10.1016/S0022-1694(00)00396-6 Thuiller, 2007, Biodiversity - Climate change and the ecologist, Nature, 448, 550, 10.1038/448550a Toy, 2002 Trigo, 2001, Precipitation Scenarios over Iberia: A Comparison between Direct GCM Output and Different Downscaling Techniques, J. Clim., 14, 4422, 10.1175/1520-0442(2001)014<4422:PSOIAC>2.0.CO;2 USDA-SCS, 1972 van den Elsen, 2003, Intensive water content and discharge measurement system in a hillslope gully in China, Catena, 54, 93, 10.1016/S0341-8162(03)00059-6 Van Rompaey, 2001, Modelling mean annual sediment yield using a distributed approach, Earth Surf. Process. Landforms, 26, 1221, 10.1002/esp.275 Vandaele, 1997, Assessment of factors controlling ephemeral gully erosion in Southern Portugal and Central Belgium using aerial photographs, Geomorphologie, 41, 273, 10.1127/zfg/41/1997/273 Vanwalleghem, 2017, Impact of historical land use and soil management change on soil erosion and agricultural sustainability during the Anthropocene, Anthropocene, 17, 13, 10.1016/j.ancene.2017.01.002 Verstraeten, 2007, Predicting the spatial patterns of hillslope sediment delivery to river channels in the Murrumbidgee catchment, Australia, J. Hydrol., 334, 440, 10.1016/j.jhydrol.2006.10.025 Wang, 2008, Modelling hydrological response to different land‐use and climate change scenarios in the Zamu River basin of northwest China, Hydrol. Process., 22, 2502, 10.1002/hyp.6846 Wang, 2018, Simulating crop yield, surface runoff, tile drainage and phosphorus loss in a clay loam soil of the Lake Erie region using EPIC, Agric. Water Manag., 204, 212, 10.1016/j.agwat.2018.04.021 Wanyama, 2012, Effectiveness of tropical grass species as sediment filters in the riparian zone of Lake Victoria, Soil Use Manag., 28, 409, 10.1111/j.1475-2743.2012.00409.x Wei, 2010, Water erosion response to rainfall and land use in different drought-level years in a loess hilly area of China, Catena, 81, 24, 10.1016/j.catena.2010.01.002 Wei, 2006, Depositing process of check dams on loess plateau in Northern Shaanxi Province, Trans. CSAE, 22, 80 Williams, 1977, Sediment Yield Prediction Based on Watershed Hydrology, Trans. ASAE, 20, 1100, 10.13031/2013.35710 Williams, 1984, The EPIC model and its application, 111 Wu, 2013, Projecting the land cover change and its environmental impacts in the Cedar River Basin in the Midwestern United States, Environ. Res. Lett., 8, 10.1088/1748-9326/8/2/024025 Wu, 2018, Assessment of soil erosion characteristics in response to temperature and precipitation in a freeze-thaw watershed, Geoderma, 328, 56, 10.1016/j.geoderma.2018.05.007 Wu, 2018, RUSLE erodibility of heavy-textured soils as affected by soil type, erosional degradation, and rainfall intensity: A field simulation, Land Degrad. Dev., 29, 408, 10.1002/ldr.2864 Wu, 2018, Effects of soil type and rainfall intensity on sheet erosion processes and sediment characteristics along the climatic gradient in central-south China, Sci. Total Environ., 621, 54, 10.1016/j.scitotenv.2017.11.202 Yalin, 1963, An expression for bed-load transportation, J. Hydraul. Div., 89, 221, 10.1061/JYCEAJ.0000874 Yang, 2012, Simulation of Soil and Water Loss in the Upper Huaihe River Basin using the Xinanjiang Model, Procedia Eng., 28, 501, 10.1016/j.proeng.2012.01.758 Yang, 2003, Global potential soil erosion with reference to land use and climate changes, Hydrol. Process., 17, 2913, 10.1002/hyp.1441 Yao, 2016, Changes and influencing factors of the sediment load in the Xiliugou basin of the upper Yellow River, China, Catena, 142, 1, 10.1016/j.catena.2016.02.007 Yu, 2009, Simulated multi-scale watershed runoff and sediment production based on GeoWEPP model, Int. J. Sediment Res., 24, 465, 10.1016/S1001-6279(10)60018-2 Yuan, 2009, A Review of effectiveness of vegetative buffers on sediment trapping in agricultural areas, Ecohydrology, 2, 321, 10.1002/eco.82 Yuan, 2001, Evaluation of AnnAGNPS on Mississippi Delta Msea watersheds, Trans. ASAE, 44, 1183, 10.13031/2013.6448 Zare, 2016, Simulation of soil erosion under the influence of climate change scenarios, Environ. Earth Sci., 75, 1405, 10.1007/s12665-016-6180-6 Zhang, 1990, Huanghe (Yellow River) and its estuary: Sediment origin, transport and deposition, J. Hydrol., 120, 203, 10.1016/0022-1694(90)90150-V Zhang, 2017, Analysis of streamflow responses to climate variability and land use change in the Loess Plateau region of China, Catena, 154, 1, 10.1016/j.catena.2017.02.012 Zhang, 2002, Rainfall erosivity estimation using daily rainfall amounts, Sci. Geogr. Sin., 22, 705 Zhang, 2005, Simulating potential response of hydrology, soil erosion, and crop productivity to climate change in Changwu tableland region on the Loess Plateau of China, Agric. For. Meteorol., 131, 127, 10.1016/j.agrformet.2005.05.005 Zhang, 2009, Simulating site-specific impacts of climate change on soil erosion and surface hydrology in southern Loess Plateau of China, Catena, 79, 237, 10.1016/j.catena.2009.01.006 Zhao, 2015, Sediment yield estimation in a small watershed on the northern Loess Plateau, China, Geomorphology, 241, 343, 10.1016/j.geomorph.2015.04.020 Zhou, 2016, Effects of precipitation and restoration vegetation on soil erosion in a semi-arid environment in the Loess Plateau, China, Catena, 137, 1, 10.1016/j.catena.2015.08.015 Zhou, 1992, A study on rainstorm causing soil erosion in the Loess Plateau, J. Soil Water Conserv., 6, 1 Zhu, 2019, Factors Affecting the Spatial and Temporal Variations in Soil Erodibility of China, J. Geophys. Res.: Earth Surface, 124, 737, 10.1029/2018JF004918 Zorrilla-Miras, 2014, Effects of land-use change on wetland ecosystem services: A case study in the Doñana marshes (SW Spain), Landsc. Urban Plan., 122, 160, 10.1016/j.landurbplan.2013.09.013