Current and future assessments of soil erosion by water on the Tibetan Plateau based on RUSLE and CMIP5 climate models

Amundson, 2015, Soil and human security in the 21st century, Science, 348, 10.1126/science.1261071 Bakker, 2008, The response of soil erosion and sediment export to land-use change in four areas of Europe: the importance of landscape pattern, Geomorphology, 98, 213, 10.1016/j.geomorph.2006.12.027 Baumann, 2009, Pedogenesis, permafrost, and soil moisture as controlling factors for soil nitrogen and carbon contents across the Tibetan Plateau, Glob. Chang. Biol., 15, 3001, 10.1111/j.1365-2486.2009.01953.x Breiman, 2001, Random forests, Mach. Learn., 45, 5, 10.1023/A:1010933404324 Chaplot, 2005, Water erosion impact on soil and carbon redistributions within uplands of Mekong River, Glob. Biogeochem. Cy., 19, 10.1029/2005GB002493 Chappell, 2016, The global significance of omitting soil erosion from soil organic carbon cycling schemes, Nat. Clim. Chang., 6, 187, 10.1038/nclimate2829 Chen, 2016, Evaluation of soil erosion vulnerability in the Zhuxi watershed, Fujian Province, China, Nat. Hazards, 82, 1589, 10.1007/s11069-016-2258-4 Chen, 2013, The impacts of climate change and human activities on biogeochemical cycles on the Qinghai-Tibetan Plateau, Glob. Chang. Biol., 19, 2940, 10.1111/gcb.12277 Chen, 2017, Effects of terracing practices on water erosion control in China: a meta analysis, Earth-Sci. Rev., 173, 109, 10.1016/j.earscirev.2017.08.007 Dai, 2013, Assessment of mercury erosion by surface water in Wanshan mercury mining area, Environ. Res., 125, 2, 10.1016/j.envres.2013.03.014 Desmet, 1996, A GIs procedure for automatically calculating the USLE LS factor on topographically complex landscape units, J. Soil Water Conserv., 51, 427 Du, 2004, Mutual influence between human activities and climate change in the Tibetan Plateau during recent years, Glob. Planet. Chang., 41, 241, 10.1016/j.gloplacha.2004.01.010 Du, 2016, Assessment of wind and water erosion risk in the watershed of the Ningxia-Inner Mongolia Reach of the Yellow River, China, Ecol. Indic., 67, 117, 10.1016/j.ecolind.2016.02.042 Duan, 2016, The spatiotemporal patterns of rainfall erosivity in Yunnan Province, Southwest China: an analysis of empirical orthogonal functions, Glob. Planet. Chang., 144, 82, 10.1016/j.gloplacha.2016.07.011 Fagnano, 2012, An overview of soil erosion modelling compatible with RUSLE approach, Rend. Lincei Sci. Fisiche E Nat., 23, 69, 10.1007/s12210-011-0159-8 Fan, 2013, Characteristics of rainfall erosivity based on tropical rainfall measuring mission data in Tibet, China, J. Mt. Sci. Engl., 10, 1008, 10.1007/s11629-013-2378-1 FAO/IIASA/ISRIC/ISSCAS/JRC, 2012 Fu, 2005, Assessment of soil erosion at large watershed scale using RUSLE and GIS: a case study in the Loess Plateau of China, Land Degrad. Dev., 16, 73, 10.1002/ldr.646 Garcia-Fayos, 2009, Indication of antagonistic interaction between climate change and erosion on plant species richness and soil properties in semiarid Mediterranean ecosystems, Glob. Chang. Biol., 15, 306, 10.1111/j.1365-2486.2008.01738.x Garcia-Ruiz, 2015, A meta-analysis of soil erosion rates across the world, Geomorphology, 239, 160, 10.1016/j.geomorph.2015.03.008 Guo, 2015, An estimation method of soil freeze-thaw erosion in the Qinghai-Tibet Plateau, Nat. Hazards, 78, 1843, 10.1007/s11069-015-1808-5 Guo, 2017, Spatial and temporal change patterns of freeze-thaw erosion in the three-river source region under the stress of climate warming, J. Mt. Sci. Engl., 14, 1086, 10.1007/s11629-016-4348-x Han, 2014, Wind erosion on the north-eastern Tibetan Plateau: constraints from OSL and U–Th dating of playa salt crust in the Qaidam Basin, Earth Surf. Proc. Land, 39, 779, 10.1002/esp.3483 He, 2016, Spatial downscaling of precipitation using adaptable random forests, Water Resour. Res., 52, 8217, 10.1002/2016WR019034 Hijmans, 2005, Very high resolution interpolated climate surfaces for global land areas, Int. J. Climatol., 25, 1965, 10.1002/joc.1276 Hren, 2007, Major ion chemistry of the Yarlung Tsangpo-Brahmaputra river: chemical weathering, erosion, and CO2 consumption in the southern Tibetan plateau and eastern syntaxis of the Himalaya, Geochim. Cosmochim. Acta, 71, 2907, 10.1016/j.gca.2007.03.021 Hutengs, 2016, Downscaling land surface temperatures at regional scales with random forest regression, Remote Sens. Environ., 178, 127, 10.1016/j.rse.2016.03.006 Ibarra-Berastegi, 2011, Downscaling of surface moisture flux and precipitation in the Ebro Valley (Spain) using analogues and analogues followed by random forests and multiple linear regression, Hydrol. Earth Syst. Sci., 15, 1895, 10.5194/hess-15-1895-2011 Immerzeel, 2010, Climate change will affect the Asian water towers, Science, 328, 1382, 10.1126/science.1183188 IPCC (Intergovernmental Panel on Climate Change), 2014 Jarvis Jiang, 2016, Ecosystem change assessment in the Three-river Headwater Region, China: patterns, causes, and implications, Ecol. Eng., 93, 24, 10.1016/j.ecoleng.2016.05.011 Karydas, 2014, A classification of water erosion models according to their geospatial characteristics, Int. J. Digit. Earth, 7, 229, 10.1080/17538947.2012.671380 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 Li, 2016, Impacts of climate change on water erosion: a review, Earth-Sci. Rev., 163, 94, 10.1016/j.earscirev.2016.10.004 Li, 2013, Dynamic monitoring of soil erosion for upper stream of Miyun Reservoir in the last 30years, J. Mt. Sci. Engl., 10, 801, 10.1007/s11629-013-2559-y Li, 2015, In situ measurements of organic carbon in soil profiles using vis-NIR spectroscopy on the Qinghai-Tibet plateau, Environ. Sci. Technol., 49, 4980, 10.1021/es504272x Liu, 2010, Spatial patterns and driving forces of land use change in China during the early 21st century, J. Geogr. Sci., 20, 483, 10.1007/s11442-010-0483-4 Liu, 2014, Spatial distribution characteristics of soil erodibility K value in Qinghai-Tibet Plateau, Bull. Soil Water Conserv., 34, 11 Lu, 2013, Influences of the Grain-for-Green project on grain security in southern China, Ecol. Indic., 34, 616, 10.1016/j.ecolind.2013.06.026 Ma, 2014, Spatial and temporal variation in rainfall erosivity in a Himalayan watershed, Catena, 121, 248, 10.1016/j.catena.2014.05.017 Ma, 2017, A spatial data mining algorithm for downscaling TMPA 3B43 V7 data over the Qinghai-Tibet Plateau with the effects of systematic anomalies removed, Remote Sens. Environ., 200, 378, 10.1016/j.rse.2017.08.023 McBratney, 2003, On digital soil mapping, Geoderma, 117, 3, 10.1016/S0016-7061(03)00223-4 Mhangara, 2012, Soil erosion risk assessment of the Keiskamma catchment, South Africa using GIS and remote sensing, Environ. Earth Sci., 65, 2087, 10.1007/s12665-011-1190-x National Soil Survey Office (NSSO), 1993, vol. 1 National Soil Survey Office (NSSO), 1994, vol. 2 National Soil Survey Office (NSSO), 1994, vol. 3 National Soil Survey Office (NSSO), 1995, vol. 4 National Soil Survey Office (NSSO), 1995, vol. 5 National Soil Survey Office (NSSO), 1996, vol. 6 National Soil Survey Office (NSSO), 1998 Navarro-Hevia, 2016, Soil erosion in steep road cut slopes in Palencia (Spain), Land Degrad. Dev., 27, 190, 10.1002/ldr.2459 Pan, 2010, The topographic controls on the decadal-scale erosion rates in Qilian Shan Mountains, NW China, Earth Planet. Sci. Lett., 292, 148, 10.1016/j.epsl.2010.01.030 Panagos, 2015, The new assessment of soil loss by water erosion in Europe, Environ. Sci. Pol., 54, 438, 10.1016/j.envsci.2015.08.012 Qiu, 2008, The third pole, Nature, 454, 393, 10.1038/454393a Renard, 1997, 703 Rohrmann, 2013, Wind as the primary driver of erosion in the Qaidam Basin, China, Earth Planet. Sci. Lett., 374, 1, 10.1016/j.epsl.2013.03.011 Sharpley, 1990, EPIC–Erosion/Productivity Impact Calculator: 1. Model Documentation Shi, 2004, Soil database of 1:1,000,000 digital soil survey and deference system of the Chinese Genetic Soil Classification System, Soil Horiz., 45, 129, 10.2136/sh2004.4.0129 Su, 2013, Evaluation of the global climate models in the CMIP5 over the Tibetan Plateau, J. Clim., 26, 3187, 10.1175/JCLI-D-12-00321.1 Su, 2016, Hydrological response to future climate changes for the major upstream river basins in the Tibetan Plateau, Glob. Planet. Chang., 136, 82, 10.1016/j.gloplacha.2015.10.012 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 Taylor Teng, 2014, Estimating spatially downscaled rainfall by regression kriging using TRMM precipitation and elevation in Zhejiang Province, southeast China, Int. J. Remote Sens., 35, 7775, 10.1080/01431161.2014.976888 Teng, 2016, Assimilating satellite imagery and visible-near infrared spectroscopy to model and map soil loss by water erosion in Australia, Environ. Model. Softw., 77, 156, 10.1016/j.envsoft.2015.11.024 Teng, 2017, Improving rainfall erosivity estimates using merged TRMM and gauge data, Remote Sens., 9, 1134, 10.3390/rs9111134 Teng, 2018, Updating a national soil classification with spectroscopic predictions and digital soil mapping, Catena, 164, 125, 10.1016/j.catena.2018.01.015 Viscarra Rossel, 2011, Digitally mapping the information content of visible-near infrared spectra of surficial Australian soils, Remote Sens. Environ., 115, 1443, 10.1016/j.rse.2011.02.004 Wang, 2004, Assessment and spatial distribution of sensitivity of soil erosion in Tibet, J. Geogr. Sci., 14, 41, 10.1007/BF02873089 Wang, 2014, Controls on decadal erosion rates in Qilian Shan: re-evaluation and new insights into landscape evolution in north-east Tibet, Geomorphology, 223, 117, 10.1016/j.geomorph.2014.07.002 Wang, 2017, Increasing trends in rainfall-runoff erosivity in the Source Region of the Three Rivers, 1961–2012, Sci. Total Environ., 592, 639, 10.1016/j.scitotenv.2017.02.235 Wischmeier, 1978 Xie, 2017, Interactions between freeze-thaw actions, wind erosion desertification, and permafrost in the Qinghai-Tibet Plateau, Nat. Hazards, 85, 829, 10.1007/s11069-016-2606-4 Xu, 2009, Runoff and water erosion on road side-slopes: effects of rainfall characteristics and slope length, Trans. Res. D-Tr E, 14, 497, 10.1016/j.trd.2009.05.006 Xu, 2013, Risk assessment of soil erosion in different rainfall scenarios by RUSLE model coupled with information diffusion model: a case study of Bohai Rim, China, Catena, 100, 74, 10.1016/j.catena.2012.08.012 Yan, 2001, Preliminary results of using Cs-137 to study wind erosion in the Qinghai-Tibet Plateau, J. Arid Environ., 47, 443, 10.1006/jare.2000.0749 Yan, 2005, Losses of soil organic carbon under wind erosion in China, Glob. Chang. Biol., 11, 828, 10.1111/j.1365-2486.2005.00950.x Yang, 2003, Global potential soil erosion with reference to land use and climate changes, Hydrol. Process., 17, 2913, 10.1002/hyp.1441 Yi, 2013, Representing the effects of alpine grassland vegetation cover on the simulation of soil thermal dynamics by ecosystem models applied to the Qinghai-Tibetan Plateau, J. Geophys. Res. Biogeo., 118, 1186, 10.1002/jgrg.20093 Yigini, 2016, Assessment of soil organic carbon stocks under future climate and land cover changes in Europe, Sci. Total Environ., 557, 838, 10.1016/j.scitotenv.2016.03.085 Yue, 2016, Lateral transport of soil carbon and land-atmosphere CO2 flux induced by water erosion in China, P. Natl. Acad. Sci. U. S. A., 113, 6617, 10.1073/pnas.1523358113 Zhang, 2007, Wind tunnel test and Cs-137 tracing study on wind erosion of several soils in Tibet, Soil Till. Res., 94, 269, 10.1016/j.still.2006.08.002 Zhang, 2007, The classification and assessment of freeze-thaw erosion in Tibet, J. Geogr. Sci., 17, 165, 10.1007/s11442-007-0165-z Zhang, 2016, Basin-scale spatial soil erosion variability: Pingshuo opencast mine site in Shanxi Province, Loess Plateau of China, Nat. Hazards, 80, 1213, 10.1007/s11069-015-2019-9 Zhao, 2015, Complex vegetation responses to climate change on the Tibetan Plateau: a paleoecological perspective, Natl. Sci. Rev., 2, 400, 10.1093/nsr/nwv057