Journal of Desert Research ›› 2025, Vol. 45 ›› Issue (4): 227-240.DOI: 10.7522/j.issn.1000-694X.2025.00083
Huilin Zhang1,2(), Weiguo Wang3(
), Yilan Bo1, Zizhen Jin1
Received:
2025-05-12
Revised:
2025-06-16
Online:
2025-07-20
Published:
2025-08-18
Contact:
Weiguo Wang
CLC Number:
Huilin Zhang, Weiguo Wang, Yilan Bo, Zizhen Jin. Spatiotemporal dynamics of wind erosion prevention and sand fixation service in the Horqin Sandy Land[J]. Journal of Desert Research, 2025, 45(4): 227-240.
Add to citation manager EndNote|Ris|BibTeX
URL: http://www.desert.ac.cn/EN/10.7522/j.issn.1000-694X.2025.00083
数据分类 | 数据名称 | 时、空分辨率 | 数据来源 |
---|---|---|---|
RWEQ模型驱动 | 气象数据 | 逐日 | 国家气象信息中心 |
土壤数据 | 1 km | 世界土壤数据库 | |
DEM | 30 m | 美国国家航空航天局 | |
地表潜在蒸散发 | 逐日/1 km | 国家青藏高原科学数据中心 | |
雪深数据 | 逐日/0.25° | 国家青藏高原科学数据中心 | |
HYSPLIT模型驱动 | 再分析资料 | 6 h/2.5° | 美国国家海洋和大气管理局(https://ready.arl.noaa.gov/) |
XGBoost-SHAP 模型驱动 | 气温 | 逐日 | 国家气象信息中心(https://data.cma.cn) |
降水 | |||
大风天数 | |||
植被覆盖度 | 16天/500 m | GEE |
Table 1 Data source
数据分类 | 数据名称 | 时、空分辨率 | 数据来源 |
---|---|---|---|
RWEQ模型驱动 | 气象数据 | 逐日 | 国家气象信息中心 |
土壤数据 | 1 km | 世界土壤数据库 | |
DEM | 30 m | 美国国家航空航天局 | |
地表潜在蒸散发 | 逐日/1 km | 国家青藏高原科学数据中心 | |
雪深数据 | 逐日/0.25° | 国家青藏高原科学数据中心 | |
HYSPLIT模型驱动 | 再分析资料 | 6 h/2.5° | 美国国家海洋和大气管理局(https://ready.arl.noaa.gov/) |
XGBoost-SHAP 模型驱动 | 气温 | 逐日 | 国家气象信息中心(https://data.cma.cn) |
降水 | |||
大风天数 | |||
植被覆盖度 | 16天/500 m | GEE |
等级 | 侵蚀强度 /(t·km-²) | 年份 | ||||
---|---|---|---|---|---|---|
2000 | 2005 | 2010 | 2015 | 2020 | ||
微度 | <500 | 8 | 8 | 8 | 9 | 8 |
轻度 | 1 500~2 500 | 27 | 54 | 51 | 52 | 42 |
中度 | 2 500~5 000 | 31 | 7 | 10 | 8 | 17 |
强烈 | 5 000~8 000 | 4 | 2 | 2 | 3 | 3 |
极强烈 | 8 000~15 000 | 6 | 13 | 9 | 7 | 5 |
剧烈 | >15 000 | 25 | 17 | 21 | 21 | 24 |
Table 2 Classification and proportion of WEPS
等级 | 侵蚀强度 /(t·km-²) | 年份 | ||||
---|---|---|---|---|---|---|
2000 | 2005 | 2010 | 2015 | 2020 | ||
微度 | <500 | 8 | 8 | 8 | 9 | 8 |
轻度 | 1 500~2 500 | 27 | 54 | 51 | 52 | 42 |
中度 | 2 500~5 000 | 31 | 7 | 10 | 8 | 17 |
强烈 | 5 000~8 000 | 4 | 2 | 2 | 3 | 3 |
极强烈 | 8 000~15 000 | 6 | 13 | 9 | 7 | 5 |
剧烈 | >15 000 | 25 | 17 | 21 | 21 | 24 |
[1] | Ravi S, D.Odorico P, Over T M,et al.On the effect of air humidity on soil susceptibility to wind erosion:the case of air-dry soils[J].Geophysical Research Letters,2004,31(9):L09501. |
[2] | Huang M, Xiao Y, Zhang C,et al.Wind erosion prevention and trans-boundary ecosystem service payments in the Hunshandake region[J].Journal of Cleaner Production,2024,475:143664. |
[3] | Sun R, He H, Jing Y,et al.Global wind erosion reduction driven by changing climate and land use[J].Earth's Future,2024,12(10):e2024EF004930. |
[4] | Jarrah M, Mayel S, Tatarko J,et al.A review of wind erosion models:data requirements,processes,and validity[J].Catena,2020,187:104388. |
[5] | 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. |
[6] | 邢春燕,郭中领,常春平,等.RWEQ模型在河北坝上地区的适用性[J].中国沙漠,2018,38(6):1180-1192. |
[7] | 邢丽珠,张方敏,邢开成,等.基于RWEQ模型的内蒙古巴彦淖尔市土壤风蚀变化特征及归因分析[J].中国沙漠,2021,41(5):111-119. |
[8] | Baddock M C, Zobeck T M, Ravi S,et al.Aeolian dust as a transport hazard[J].Atmospheric Environment,2013,71:7-14. |
[9] | Bangnold R A, Sandford K S, Shaw W B K,et al.A further journey through the Libyan Desert[J].The Geographical Journal,1933,82(2):126-129. |
[10] | Gregory J M, Borrelli J, Fedler C B.Team:texas erosion analysis model[C]//Proceedings of 1988 Wind Erosion Conference,Lubbock,Tesas.Tesas Technology University,1988:88-103. |
[11] | Woodruff N P, Siddoway F H.A wind erosion equation1[J].Soil Science Society of America Journal,1965,29(5):602-605. |
[12] | Fryrcar D W, Chen W, Lester C.Revised wind erosion equation [J].Annals of Arid Zone,2001,40(3):265-279. |
[13] | Hagen L J.Evaluation of the wind erosion prediction97 system (WEPS) erosion sub model on cropland fields[J].Environmental Modelling & Software,2004,19(2):171-176. |
[14] | 巩国丽,黄麟.RWEQ模型中土壤结皮和可蚀性因子的改进和应用[J].水土保持通报,2018,38(2):271-274. |
[15] | 王洋洋,肖玉,谢高地,等.基于RWEQ的宁夏草地防风固沙服务评估[J].资源科学,2019,41(5):980-991. |
[16] | 李琪,武志涛,杜自强,等.基于多源数据的京津风沙源区防风固沙功能变化[J].水土保持学报,2021,35(3):156-162. |
[17] | 柴茵超,左合君,闫敏,等.基于RWEQ模型的毛乌素沙地2000-2022年土壤风蚀量时空变化及驱动因素分析[J].西南农业学报,2025,38(3):647-654. |
[18] | 黄孟冬,肖玉,秦克玉,等.1980-2018年浑善达克地区防风固沙服务时空变化及其驱动因素[J].生态学报,2022,42(18):7612-7629. |
[19] | 王国宇,李晶,张娅.无定河流域防风固沙服务流动模拟[J].生态学报,2024,44(6):2323-2336. |
[20] | Smith P, Ashmore M R, Black H I J,et al.REVIEW:the role of ecosystems and their management in regulating climate,and soil,water and air quality[J].Journal of Applied Ecology,2013,50:812-829. |
[21] | Gao X, Zhang H, Huang L,et al.Where,when,and how much should we pay for wind erosion prevention services of the largest Chinese Grassland Reserve?[J].Environmental Science & Technology,2024,58(6):2615-2626. |
[22] | 徐洁.生态系统服务空间流动研究:以宁夏回族自治区为例[D].北京:中国科学院地理科学与资源研究所,2019. |
[23] | Stein A F, Draxler R R, Rolph G D,et al.NOAA's HYSPLIT atmospheric transport and dispersion modeling system[J].Bulletin of the American Meteorological Society,2015,96(12):20592077. |
[24] | 王式功,董光荣,陈惠忠,等.沙尘暴研究的进展[J].中国沙漠,2000,20(4):5-12. |
[25] | 李丽,肖舜,董治宝,等.西安春季沙尘对环境空气质量的影响及来源[J].中国沙漠,2025,45(1):266-276. |
[26] | Bera B.Bhattachariee S,Sengupla N,et al.Variation and dispersal of PM10 and PM2.5 during COVlD-19 lockdown over 5 city,India investigated through HYSPLIT model[J].Geoscienee Frontiers,2022,13(1):101291. |
[27] | Yu W, Ma X, Wang Y,et al.Simulating wind prevention and sand fixation service flow in arid Inland River basins:insights from the Tarim River Basin,China[J].Science of the Total Environment,2025,959:178241. |
[28] | Xu J, Xiao Y, Xie G,et al.Computing payments for wind erosion prevention service incorporating ecosystem services flow and regional disparity in Yanchi County[J].Science of the Total Environment,2019,674:563-579. |
[29] | 肖玉,谢高地,鲁春霞,等.基于供需关系的生态系统服务空间流动研究进展[J].生态学报,2016,36(10):3096-3102. |
[30] | 国务院.全国主体功能区划[EB/OL].中国政府网,(2010-12-21). |
[31] | 赵哈林,赵学勇,张铜会,等.科尔沁沙地沙漠化过程及其恢复机理[M].北京:海洋出版社,2003:92-101. |
[32] | 连杰,赵学勇,左小安,等.科尔沁沙地水域景观格局的时空动态:以奈曼旗为例[J].中国沙漠,2012,32(1):210-218. |
[33] | 段翰晨,王涛,薛娴,等.基于RS与GIS的科尔沁沙地沙漠化时空演变[J].中国沙漠,2013,33(2):470-477. |
[34] | 苏立娟,李喜仓,邓晓东.1951-2005年内蒙古东部气候变化特征分析[J].气象与环境学报,2008(5):25-28. |
[35] | 张莉,李继峰,常春平,等.风速分辨率对土壤风蚀模数计算结果的影响[J].中国沙漠,2022,42(3):21-30. |
[36] | 王晓菲,邳华伟,李思思.青藏高原土壤风蚀潜力时空特征及驱动因素分析[J/OL].干旱区地理,2025:1-14.. |
[37] | 蔺阿荣,周冬梅,马静,等.基于RWEQ模型的疏勒河流域防风固沙功能价值评估[J].干旱区地理,2024,47(1):58-67. |
[38] | 王卫国,李弘毅,朱小凡,等.1979-2018年青藏高原不同地区积雪季极端降水水汽来源分析[J].高原气象,2022,41(6):1367-1383. |
[39] | 张涛,王新明,周炎,等.利用HYSPLIT模型研究珠三角地区 VOCs 时空分布特征[J].中国环境科学,2020,40(10):4216-4223. |
[40] | Wang W, Li H, Wang J,et al.Water vapor from Western Eurasia promotes precipitation during the snow season in northern Xinjiang,a typical arid region in Central Asia[J].Water,2020,12(1):141. |
[41] | 杨静宜,李亚菲,罗忠伟,等.武汉市典型颗粒物污染过程演变特征及来源研究[J].环境科学学报,2024,44(5):310-323. |
[42] | 谭洁,危千骏,廖朝阳,等.基于XGBoost-SHAP可解释机器学习模型的城市形态与地表温度的关系[J].应用生态学报,2025,36(3):659-670. |
[43] | Chen T, Guestrin C.XGBoost:A Scalable Tree Boosting System[C].New York,USA:Association for Computing Machinery,2016:785-794. |
[44] | Lundberg S, Lee S I.A unified approach to interpreting model predictions[C]//Advances in Neural Information Processing Systems.Long Beach,USA:NIPS,2017:4765-4774. |
[45] | 赵晓萌,程宏,蒋宁,等.京津风沙源土壤风蚀时空格局及其演化[J].科学通报,2023,68 ():238-253. |
[46] | 邵国媚,乔琴,张文婷,等.科尔沁草原生态功能区防风固沙功能时空变化及驱动因素分析[J].环境科学研究,2025,38 (1):139-150. |
[47] | 朱梦媛,田一辰,金磊,等.科尔沁沙地南缘生态屏障区防风固沙功能时空变化及其影响因素[J].生态学杂志,2025,44(6):1857-1865. |
[48] | Du H, Liu X, Jia X,et al.Assessment of the effects of ecological restoration projects on soil wind erosion in Northern China in the past two decades[J].Catena,2022,215:106360. |
[49] | 黄麟,祝萍,曹巍.中国退耕还林还草对生态系统服务权衡与协同的影响[J].生态学报,2021,41(3):1178-1188. |
[50] | 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. |
[51] | Zou X, Li J, Cheng H,et al.Spatial variation of topsoil features in soil wind erosion areas of Northern China[J].Catena,2018,167:429-439. |
[52] | 谢舒笛,莫兴国,胡实,等.三北防护林工程区植被绿度对温度和降水的响应[J].地理研究,2020,39(1):152-165. |
[53] | 陈雪萍,赵学勇,张晶,等.基于地理探测器的科尔沁沙地植被NDVI时空变化特征及其驱动因素[J].植物生态学报,2023,47 (8):1082-1093. |
[54] | 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. |
[55] | 邢恩德,马少薇,郭建英,等.植被盖度对典型草原区地表风沙流结构及风蚀量影响[J].水土保持研究,2015,22(6):331-334. |
[56] | Ma X, Zhao C, Zhu J.Aggravated risk of soil erosion with global warming:a global meta-analysis[J].Catena,2021,200:105129. |
[57] | Gao Q, Ci L, Yu M.Modeling wind and water erosion in Northern China under climate and land use changes[J].Journal of Soil and Water Conservation,2002,57(1):46-55. |
[58] | 李庆,周娜,王盛,等.气候变化和人类活动对土壤风蚀影响的定量评估:以内蒙古自治区为例[J].中国沙漠,2024,44(1):178-188. |
[59] | 韩广,尤莉,程玉琴.科尔沁沙地春季冷锋过境的地面风况特征[J].中国沙漠,2016,36(4):1087-1096. |
[1] | Bo Yao, Jie Lian, Xiangwen Gong, Xiaoming Mou, Yulin Li, Yuqiang Li, Xuyang Wang. Spatial patterns and influencing factors of soil microbial carbon, nitrogen and phosphorus stoichiometry in Horqin Sandy Land [J]. Journal of Desert Research, 2025, 45(4): 153-165. |
[2] | Jianpeng Zhang, Luming Lei, Yuqiang Li, Tianai Li, Xueyong Zhao, Haotong Ren, Hong Jia, Yangyang Wang, Lihan Cui. Sustainability assessment of human-earth systems from ecosystem service supply-demand perspectives: evidence from Horqin Sandy Land, China [J]. Journal of Desert Research, 2025, 45(4): 176-189. |
[3] | Zhiying Ning, Yulin Li, Xueyong Zhao, Yanjun Zhang, Haibing Wang, Min Yan, Ruimin Liu, Heju Zuo. Effects litter decomposition characteristics of dominant plants on soil microbial community in Horqin Sandy Land [J]. Journal of Desert Research, 2025, 45(4): 190-199. |
[4] | Delong Zhou, Yongfang Wang, Enliang Guo, Ying Hong, Haowen Ma, Quanfei Mu, Yanli Wang. Evolution and prediction of habitat quality in the Horqin Sandy Land [J]. Journal of Desert Research, 2025, 45(4): 211-226. |
[5] | gaowa Saren, Yuanyuan Zhao, Xinzhi Geng, Yue Wang, Guanglei Gao. Sustainability assessment of the human-earth system in the sandy areas of Inner Mongolia from 2000 to 2020 [J]. Journal of Desert Research, 2025, 45(2): 71-82. |
[6] | Jing Zhang, Xiaoan Zuo, Peng Lv. Effects of changes in growing season precipitation regimes on plant community structure, function and aboveground biomass in typical habitats in the Horqin Sandy Land [J]. Journal of Desert Research, 2024, 44(4): 1-13. |
[7] | Hanchen Duan, Beiying Huang. Comprehensive evaluation of land desertification sensitivity in the Horqin Sandy Land based on the coupling of AHP and improved MEDALUS model [J]. Journal of Desert Research, 2024, 44(4): 137-148. |
[8] | Xiaoyu Han, Yunping Chi, Yuanyun Xie, Chunguo Kang, Peng Wu, Yehui Wang, Lei Sun, Zhengyu Wei. Material composition characteristics of fine particles of eolian sand in Horqin Sandy Land and its indication to provenance [J]. Journal of Desert Research, 2024, 44(3): 231-246. |
[9] | Tianling Bao, Jiliang Liu, Feng Yuan, Yinlong Li, Zhenyu Jia, Chengchen Pan. Response of plant community to experimental warming in Horqin Sandy Land [J]. Journal of Desert Research, 2024, 44(1): 151-160. |
[10] | Yu Ren, Bo Zhang, Xidong Chen. Desertification sensitivity assessment in Horqin Sandy Land [J]. Journal of Desert Research, 2023, 43(2): 159-169. |
[11] | Meng Yan, Xuyang Wang, Liye Zhou, Yuqiang Li. Characteristics and influencing factors of soil organic carbon in the process of desertification in Horqin Sandy Land [J]. Journal of Desert Research, 2022, 42(5): 221-231. |
[12] | Chao He, Tingxi Liu, Limin Duan, Guanli Wang, Lina Hao. Water use characteristics of typical plant Artemisia halodendron in Horqin Sandy Land [J]. Journal of Desert Research, 2022, 42(4): 190-198. |
[13] | Yiran Zhang, Tingxi Liu, Xin Tong, Limin Duan, Tianyu Jia, Yaxin Ji. Inversion of vegetation coverage based on multi-source remote sensing data and machine learning method in the Horqin Sandy Land, China [J]. Journal of Desert Research, 2022, 42(3): 187-195. |
[14] | Xiaolong Zhao, Yuhong Xie, Xujun Ma, Shaokun Wang. Vegetation structure and its relationship with soil physicochemical properties in restoring sandy grassland in Horqin Sandy Land [J]. Journal of Desert Research, 2022, 42(2): 134-141. |
[15] | Jin Zhan, Dan Han, Hongling Yang, Yulin Li. Evolution characteristics of vegetation community composition and diversity during the restoration of Horqin Sandy Land in 2005-2019 [J]. Journal of Desert Research, 2022, 42(2): 194-206. |
Viewed | ||||||
Full text |
|
|||||
Abstract |
|
|||||
©2018Journal of Desert Research
Tel:0931-8267545
Email:caiedit@lzb.ac.cn;desert@lzb.ac.cn
Support:Magtech