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选取典型山地流域(昭觉河流域),在4种分辨率DEM、2种坡长因子算法和6种坡长截断值组合情景下,应用RUSLE-SEDD模型计算流域1990—2022年逐年输沙,并与实测值对比精度变化,采用PLS-SEM揭示地形数据及因子对模型结果的影响,结果表明:SFBUFL和GFBUCA算法分别更适宜分辨率小于30 m与大于60 m的DEM数据,且SFBUFL算法对DEM分辨率变化响应更明显;基于SFBUFL算法的模型计算中,DEM分辨率和坡长截断值在年际输沙变化中共同发挥27%的影响贡献;对山地流域而言,若选用基于优于30 m分辨率DEM,坡长截断值建议依据实际地形在45~80 m范围内选取。
Abstract:Selecting a typical mountainous watershed(Zhaojue River Basin), this study applied the RUSLE-SEDD model to calculate annual sediment transport from 1990 to 2022 under combined scenarios involving four DEM resolutions, two slope length(L) factor algorithms, and six slope length cutoff values. The accuracy variations between calculated values and measured values were compared, and PLS-SEM was employed to reveal the impact of terrain data and factors on model results. The results indicated that: the SFBUFL and GFBUCA algorithms were more suitable for DEM data with resolutions finer than 30 m and coarser than 60 m, respectively, with the SFBUFL algorithm showing a more pronounced response to changes in DEM resolution; in model calculations based on the SFBUFL algorithm, DEM resolution and slope length cutoff value jointly contributed 27% to the influenceon the interannual sediment transport variations; for mountainous watersheds, when using DEM data with resolutions better than 30 m, the slope length cutoff value is recommended to be selected within the range of 45~80 m based on actual terrain conditions.
[1] RATTAN L,PIMENTEL D.Soil erosion:a carbon sink or source?[J].Science,2008,319(5866):1040-1041.
[2] LUCA M.Agricultural policy:Govern our soils[J].Nature,2015,528(7580):32.
[3] MERRITT W,LETCHER R,JAKEMAN A.A review of erosion and sediment transport models[J].Environmental Modelling and Software,2003,18(8):761-799.
[4] WISCHMEIER W H,SMITH D D.Predicting rainfall erosion losses:A guide to conservation planting.United States Department of Agriculture.Agriculture Handbook:No.537[R].United States Department of Agriculture,1978.
[5] RENARD K G.Predicting soil erosion by water:a guide to conservation planning with the Revised Universal Soil Loss Equation (RUSLE)[R].United States Department of Agriculture,1997.
[6] 郭兴月,王添,程圣东,等.近30年土壤侵蚀模型研究进展[J].泥沙研究,2023,48(1):65-72.
[7] FERRO V,PORTO P.Sediment delivery distributed (SEDD) model[J].Journal of Hydrologic Engineering,2000,5(4):411-422.
[8] FERNANDEZ C,WU J Q,MCCOOL D K,et al.Estimating water erosion and sediment yield with GIS,RUSLE and SEDD[J].Journal of Soil and Water Conservation,2003,58(3):128-136.
[9] FU G,CHEN S,MCCOOL D K.Modeling the impacts of no-till practice on soil erosion and sediment yield with RUSLE,SEDD,and ArcView GIS[J].Soil & Tillage Research,2006,85(1):38-49.
[10] QIN W,GUO Q K,CAO W H,et al.A new RUSLE slope length factor and its application to soil erosion assessment in a Loess Plateau watershed[J].Soil & Tillage Research,2018,182:10-24.
[11] MUKHERIEE S,MUKHERJEE S,GARG D A,et al.Evaluation of topographic index in relation to terrain roughness and DEM grid spacing[J].Journal of Earth System Science,2013,122(3):869-886.
[12] GROHMANN C H.Effects of spatial resolution on slope and aspect derivation for regional-scale analysis[J].Computers & Geosciences,2015,77:111-117.
[13] LU S J,LIU B Y,HU Y X,et al.Soil erosion topographic factor (LS):Accuracy calculated from different data sources[J].Catena,2019,187:104334.
[14] AKHILA R,PRAMADA S K.Suitability of different Digital Elevation Models in the estimation of LS factor and soil loss[J].Environmental Monitoring and Assessment,2025,197(5):511.
[15] LI A,ZHANG X C,LIU B Y.Effects of DEM resolutions on soil erosion prediction using Chinese Soil loss Equation[J].Geomorphology,2021,384:107706.
[16] MCCOOL D K,FOSTER G R,MUTCHLER C K,et al.Revised slope length factor for the Universal Soil Loss Equation[J].Transactions of the ASAE,1989,32(5):1571-1576.
[17] FOSTER G R,WISCHMEIER W H.Evaluating irregular slopes for soil loss prediction[J].Transactions of the ASAE,1974,17(2):305-309.
[18] MITASOVA H,HOFIERKA J,ZLOCHA M,et al.Modelling topographic potential for erosion and deposition using GIS[J].International Journal of Geographical Information Systems,1996,10(5):629-641.
[19] DESMET P J J,GOVERS G.A GIS procedure for automatically calculating the USLE LS factor on topographically complex landscape units[J].Journal of Soil and Water Conservation,1996,51(5):427-433.
[20] LIU H H,FOHRER N,HÖRMANN G.Suitability of S factor algorithms for soil loss estimation at gently sloped landscapes[J].Catena,2009,77(3):248-255.
[21] LIU H H,KIESEL J,HÖRMANN G.Effects of DEM horizontal resolution and methods on calculating the slope length factor in gently rolling landscapes[J].Catena,2011,87(3):368-375.
[22] ZHANG H M,YAO Z H,YANG Q K,et al.An integrated algorithm to evaluate flow direction and flow accumulation in flat regions of hydrologically corrected DEMs[J].Catena,2017,151:174-181.
[23] 梁晓珍,符素华,丁琳.地形因子计算方法对土壤侵蚀评价的影响[J].水土保持学报,2019,33(6):21-26.
[24] WANG Y H,DAI E F,YIN L,et al.Land use/land cover change and the effects on ecosystem services in the Hengduan Mountain region,China[J].Ecosystem Services,2018,34:55-67.
[25] YANG J,HUANG X.The 30 m annual land cover dataset and its dynamics in China from 1990 to 2019[J].Earth System Science Data,2021,13(8):3907-3925.
[26] MCCUEN R H.Hydrologic analysis and design[M].Englewood Cliffs,NJ:Prentice-Hall,1989.
[27] 李小涛,黄诗峰,李琳,等.嘉陵江流域土壤侵蚀变化遥感分析[J].泥沙研究,2006(6):65-69.
[28] XIE Y,YIN S Q,LIU B Y,et al.Models for estimating daily rainfall erosivity in China[J].Journal of Hydrology,2016,535:547-558.
[29] WILLIAMS J R,RENARD K G,DYKE P T.A new method for assessing erosion’s effects on soil productivity[J].Journal of Soil and Water Conservation,1983,38(1):381-383.
[30] 蔡崇法,丁树文,史志华,等.应用USLE模型与地理信息系统IDRISI预测小流域土壤侵蚀量的研究[J].水土保持学报,2000,14(2):19-24.
[31] 杨子生.滇东北山区坡耕地土壤侵蚀的水土保持措施因子[J].山地学报,1999,17(增刊):22-24.
[32] XU Y Q,LUO D,PENG J.Land use change and soil erosion in the Maotiao River watershed of Guizhou Province[J].Journal of Geographical Sciences,2011,21(6):1138-1152.
[33] 郭达,宋小宁,董震,等.基于RUSLE与GIS的黄土高原水土流失评价研究—以宁夏中卫地区为例[J].泥沙研究,2020,45(5):55-60.
[34] LIU B Y,NEARING M A,RISSE L M.Slope gradient effects on soil loss for steep slopes[J].Transactions of the ASAE,1994,37(6):1835-1840.
[35] LIU B Y,NEARING M A,SHI P J,et al.Slope length effects on soil loss for steep slopes[J].Soil Science Society of America Journal,2000,64(5):1759-1763.
[36] 符素华,刘宝元,周贵云,等.坡长坡度因子计算工具[J].中国水土保持科学,2015,13(5):105-110.
[37] NASH J E,SUTCLIFFE J V.River flow forecasting through conceptual models part I:A discussion of principles[J].Journal of hydrology,1970,10(3):282-290.
[38] SANTHI C,ARNOLD J G,WILLIAMS J R,et al.Validation of the swat model on a large rwer basin with point and nonpoint sources 1[J].JAWRA Journal of the American Water Resources Association,2001,37(5):1169-1188.
[39] MORIASI D N,ARNOLD J G,VAN LIEW M W,et al.Model evaluation guidelines for systematic quantification of accuracy in watershed simulations[J].Transactions of the ASABE,2007,50(3):885-900.
[40] XU Z,ZHANG S,ZHOU Y,et al.Characteristics of watershed dynamic sediment delivery based on improved RUSLE model[J].Catena,2022,219:106602.
[41] MEMON M A,RAMAYAH T,CHEAH J H,et al.PLS-SEM statistical programs:A review[J].Journal of Applied Structural Equation Modeling,2021,5(1):1-14.
[42] 杨荣康,张静,高驭洋,等.基于In SAR优化的DEM空间分辨率对坡度、坡长因子的影响[J].水土保持研究,2025,32(3):188-195.
[43] ZHANG Q,JIANG J,SU Q.Underlying mechanism of the topographic factor scale effect in soil erosion equations[J].Journal of Mountain Science,2025,22(7):2574-2585.
[44] HAMEL P,FALINSKI K,SHARP R,et al.Sediment delivery modeling in practice:Comparing the effects of watershed characteristics and data resolution across hydroclimatic regions[J].Science of the Total Environment,2017,580:1381-1388.
[45] 汤国安,赵牡丹,李天文,等.DEM提取黄土高原地面坡度的不确定性[J].地理学报,2003,58(6):824-830.
[46] 张宏鸣,王猛,杨勤科,等.坡度截断对分布式土壤侵蚀学坡长提取的影响[J].武汉大学学报(信息科学版),2018,43(11):1753-1760.
[47] ROHIT T S,VILLURI V G K.Impact of slope cutoff factor on soil erosion estimates:A hilltop mine-based comparative geospatial study[J].Land Degradation & Development,2025,36(6):2010-2021.
基本信息:
DOI:10.16239/j.cnki.0468-155x.2026.03.004
中图分类号:S157.1
引用信息:
[1]单文清,秦伟,刘飞,等.地形数据及因子对山地流域RUSLE-SEDD模型的影响研究[J].泥沙研究,2026,51(03):24-32.DOI:10.16239/j.cnki.0468-155x.2026.03.004.
基金信息:
国家重点研发计划课题(2022YFF1302902); 中国科协青年人才托举工程项目(YFSS20240006); 中国水利水电科学研究院青年人才托举项目(SE110145B0022025)
2026-05-20
2026-05-20
2026-05-20