基于RWEQ和WEPS模型的中国北方农牧交错带潜在风蚀模拟
收稿日期: 2020-09-26
修回日期: 2020-12-02
网络出版日期: 2021-03-26
基金资助
国家自然科学基金项目(41877066);河北省自然科学基金项目(D2018205192);第三批河北省青年拔尖人才计划项目(13505197)
Potential wind erosion simulation in the agro-pastoral ecotone of northern China using RWEQ and WEPS models
Received date: 2020-09-26
Revised date: 2020-12-02
Online published: 2021-03-26
中国北方农牧交错带是一个典型的受气候和人类活动共同影响的敏感区域,存在严重的土壤风蚀和土地退化问题。风蚀模型是目前获得区域风蚀模数的最有效方法之一。利用修正风蚀方程(RWEQ模型)和风蚀预报系统(WEPS模型)对北方农牧交错带2000—2012年潜在风蚀进行评估。结果表明:两个模型模拟得到的多年平均潜在风蚀量不同,但空间分布、年际减少趋势和季节分布等特征基本相似;风速、土壤湿度和土地利用变化对土壤风蚀均有影响。RWEQ模型(R2=0.45,P<0.01)和WEPS模型(R2=0.57,P<0.01)中实测值与预测值具有较好的相关性。WEPS模型(NSC=0.54)纳什系数较RWEQ模型(NSC=0.27)高。RWEQ模型和WEPS模型均能客观预测北方农牧交错带土壤风蚀情况,WEPS模型预测精度较好。
刘珺 , 郭中领 , 常春平 , 王仁德 , 李继峰 , 李庆 , 王旭洋 . 基于RWEQ和WEPS模型的中国北方农牧交错带潜在风蚀模拟[J]. 中国沙漠, 2021 , 41(2) : 27 -37 . DOI: 10.7522/j.issn.1000-694X.2020.00122
The agro-pastoral ecotone in northern China, a typical region sensitive to interaction between climate and human beings, has always been undergoing wind erosion and soil degradation. At present, the wind erosion model is one of the most effective methods to obtain the regional potential wind erosion. In this study, the regional versions of Revised Wind Erosion Equation (RWEQ) and Wind Erosion Prediction System (WEPS) were used to evaluate the potential wind erosion at the agro-pastoral ecotone in northern China during 2000-2012. The results demonstrate that the magnitudes of average potential wind erosion were different while the spatial distribution, interannual decreasing trend and seasonal distribution of potential wind erosion were similar between the RWEQ and WEPS. It is found that wind speed, soil moisture and land use change have an impact on soil wind erosion by the analysis of the spatial correlation between wind speed, soil moisture and wind erosion modulus, and the influence of land use change on fluctuation of wind erosion amount. The observed wind erosion data are closely related to the values predicted by RWEQ (R2=0.45, P<0.01) and WEPS (R2=0.57, P<0.01). The Nash (Sutcliffe efficiency coefficient) of WEPS model (NSC=0.54) is higher than that of RWEQ model (NSC=0.27). Both RWEQ model and WEPS model can objectively predict the soil wind erosion of the APEC, and the prediction accuracy of WEPS model is better.
1 | 董治宝,李振山,严平.国外土壤风蚀的研究历史与特点[J].中国沙漠,1995,15(1):100-104. |
2 | 董光荣,李长治,金炯,等.关于土壤风蚀风洞模拟实验的某些结果[J].科学通报,1987(4):297-301. |
3 | Stout J E,Zobeck T M.The Wolfforth field experiment:a wind erosion study[J].Soil Science,1996,161(9):616-632. |
4 | 张春来,宋长青,王振亭,等.土壤风蚀过程研究回顾与展望[J].地球科学进展,2018,33(1):27-41. |
5 | Shao Y P.Physics and Modelling of Wind Erosion[M].Netherlands:Springer,2000:23. |
6 | Fryrear D W,Saleh A,Bilbro J D,et al.Revised Wind Erosion Equation (RWEQ)[R].Wind Erosion and Water Conservation Research Unit,Usda-Ars,Southern Plains Area Cropping Systems Research Laboratory,1998:1. |
7 | 王旭洋,郭中领,常春平,等.中国北方农牧交错带土壤风蚀时空分布[J].中国沙漠,2020,40(1):12-22. |
8 | 邹学勇,张春来,程宏,等.土壤风蚀模型中的影响因子分类与表达[J].地球科学进展,2014,29(8):875-889. |
9 | Webb N P,McGowan H A.Approaches to modelling land erodibility by wind[J].Progress in Physical Geography,2009,33(5):587-613. |
10 | Woodruff N P,Siddoway F H.A wind erosion equation[J].Soil Science Society of America Journal,1965,29(5):602-608. |
11 | Hagen L J.Wind Erosion Prediction System (WEPS)-Wind Erosion Research Unit[R].Technical Documentation,1996. |
12 | Gregory J M,Wilson G R,Singh U B,et al.TEAM:integrated,process-based wind-erosion model[J].Environmental Modelling & Software,2004,19(2):205-215. |
13 | Potter K N,Williams J R,Larney F J,et al.Evaluation of EPIC's wind erosion submodel using data from southern Alberta[J].Canadian Journal of Soil Science,1998,78(3):485-492. |
14 | Shao Y P,Raupach M R,Leys J F.A model for predicting aeolian sand drift and dust entrainment on scales from paddock to region[J].Soil Research,1996,34(3):309-342. |
15 | 高尚玉.京津风沙源治理工程效益[M]. 第2版.北京:科学出版社,2012. |
16 | Guo Z L,Huang N,Dong Z B,et al.Wind erosion induced soil degradation in northern China:status,measures and perspective[J].Sustainability,2014,6(12):8951-8966. |
17 | 巩国丽,刘纪远,邵全琴.草地覆盖度变化对生态系统防风固沙服务的影响分析:以内蒙古典型草原区为例[J].地球信息科学学报,2014,16(3):426-434. |
18 | 迟文峰,白文科,刘正佳,等.基于RWEQ模型的内蒙古高原土壤风蚀研究[J].生态环境学报,2018,27(6):1024-1033. |
19 | 申陆,田美荣,高吉喜.基于RWEQ模型的浑善达克沙漠化防治生态功能区土壤风蚀与主要影响因子分析[J].水土保持研究,2016,23(6):90-97. |
20 | 陈莉,韩婷婷,李涛,等.基于WEPS模型的天津郊区土壤风蚀起尘及对中心城区迁移量估算[J].环境科学,2012,33(7):2197-2203. |
21 | Pi H W,Sharratt B,Lei J Q.Wind erosion and dust emissions in central Asia:spatiotemporal simulations in a typical dust year[J].Earth Surface Processes and Landforms,2019,44(2):521-534. |
22 | 石晓丽,史文娇.北方农牧交错带界线的变迁及其驱动力研究进展[J].农业工程学报,2018,34(20):1-11. |
23 | 崔思朋.历史时期北方农牧交错带范围波动驱动因素的考察及反思[J].青海民族研究,2019,30(3):71-79. |
24 | Guo Z L,Zobeck T M,Zhang K,et al.Estimating potential wind erosion of agricultural lands in northern China using the Revised Wind Erosion Equation (RWEQ) and GIS[J].Journal of Soil & Water Conservation,2013,68(1):13-21. |
25 | Fryrear D W,Bilbro J D,Saleh A,et al.RWEQ:improved wind erosion technology[J].Journal of Soil & Water Conservation,2000,55(2):183-189. |
26 | 巩国丽,刘纪远,邵全琴.基于RWEQ的20世纪90年代以来内蒙古锡林郭勒盟土壤风蚀研究[J].地理科学进展,2014,33(6):825-834. |
27 | Hagen L J.Evaluation of the Wind Erosion Prediction System (WEPS) erosion submodel on cropland fields[J].Environmental Modelling & Software,2004,19(2):171-176. |
28 | Hagen L J.WEPS Technical Documentation:Erosion Submode[R/OL]. |
28 | Manhattan,Kansas,USA:USDA-ARS,Wind Erosion Research Unit,2006.. |
29 | 王燕,王萍.风蚀预报系统(WEPS)在民勤荒漠地区的应用分析研究[J].干旱区地理,2013,36(1):109-117. |
30 | 李智广,邹学勇,程宏.我国风力侵蚀抽样调查方法[J].中国水土保持科学,2013,11(4):17-21. |
31 | Pi H W,Feng G,Sharratt B S.Performance of the SWEEP model affected by estimates of threshold friction velocity[J].Transactions of the ASABE,2014,57:1675-1685. |
32 | Lu H,Shao Y P.Toward quantitative prediction of dust storms:an integrated wind erosion modelling system and its applications[J].Environmental Modelling & Software,2001,16(3):233-249. |
33 | Elliot D L.Adjustment and analysis of data for regional wind energy assessments[C]//the Workshop on Wind Climate,Ashevile,NC.1979. |
34 | 赵羽,金争平,史培军.内蒙古土壤侵蚀[M].北京:科学出版社,1988. |
35 | 徐斌,刘新民,赵学勇.内蒙古奈曼旗中部农田土壤风蚀及其防治[J].水土保持学报,1993(2):75-80. |
36 | 董治宝,陈广庭.内蒙古后山地区土壤风蚀问题初论[J].土壤侵蚀与水土保持学报,1997(2):84-90. |
37 | Li F R,Kang L F,Zhang H,et al.Changes in intensity of wind erosion at different stages of degradation development in grasslands of Inner Mongolia,China[J].Journal of Arid Environments,2005,62(4):567-585. |
38 | 赵烨,岳建华,徐翠华,等.137Cs示踪技术在滦河源区栗钙土风蚀速率估算中的应用[J].环境科学学报,2005(4):562-566. |
39 | 王云超,张立峰,侯大山,等.河北坝上农牧交错区不同下垫面土壤风蚀特征研究[J].中国农学通报,2006(8):565-568. |
40 | 刘纪远,齐永青,师华定,等.蒙古高原塔里亚特-锡林郭勒样带土壤风蚀速率的137Cs示踪分析[J].科学通报,2007(23):2785-2791. |
41 | 姜洪涛.基于137Cs技术的中国北方农牧交错带土壤侵蚀研究:以兰州、大同为例[D].呼和浩特:内蒙古师范大学,2010. |
42 | 张加琼,周学雷,张春来,等.张家口坝上地区农田土壤风蚀的137Cs示踪研究[J].北京师范大学学报(自然科学版),2010,46(6):724-728. |
43 | Li M,Yao W,Shen Z,et al.Erosion rates of different land uses and sediment sources in a watershed using the 137Cs tracing method:field studies in the Loess Plateau of China[J].Environmental Earth Sciences,2016,75(7):591. |
44 | Guo Q K,Cheng C,Jiang H T,et al.Comparative rates of wind and water erosion on typical farmland at the northern end of the Loess Plateau,China[J].Geoderma,2019,352:104-115. |
45 | 中华人民共和国水利部.土壤侵蚀分类分级标准[M].北京:中国水利水电出版社,2007. |
46 | Du H Q,Wang T,Xue X,et al.Modelling of sand/dust emission in Northern China from 2001 to 2014[J].Geoderma,2018,330:162-176. |
47 | 何清,杨兴华,艾力·买买提明,等.塔中地区土壤风蚀的影响因子分析[J].干旱区理,2010,33(4):502-508. |
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