[1] Seneviratne S I,Corti T,Davin E L,et al. Investigating soil moisture—climate interactions in a changing climate: A review[J]. Earth Science Reviews,2010,99(3):125-161. [2] Anagnostopoulos V,Petropoulos G P,Ireland G,et al. A modernized version of a 1D soil vegetation atmosphere transfer model for improving its future use in land surface interactions studies[J]. Environmental Modelling and Software,2017,90(APR.):147-156.[3] Ma H,Zhang L,Sun L,et al. Farmland soil moisture inversion by synergizing optical and microwave remote sensing data[J]. Journal of Remote Sensing,2014,18(3):673-685.[4] Torres-Rua A,Ticlavilca A,Bachour R,et al. Estimation of Surface Soil Moisture in Irrigated Lands by Assimilation of Landsat Vegetation Indices,Surface Energy Balance Products,and Relevance Vector Machines[J]. Water,2016,8(4):167-167.[5] 周鹏,丁建丽,王飞,等.植被覆盖地表土壤水分遥感反演[J].遥感学报,2010,14(5):959-973.[6] 马柱国,符淙斌,谢力,等.土壤湿度和气候变化关系研究中的某些问题[J].地球科学进展,2001,16(4):563-568.[7] 左志燕,张人禾.中国东部春季土壤湿度的时空变化特征[J].中国科学D辑:地球科学,2008,38(11):1428-1437.[8] Kumar S V,Dirmeyer P A,Peters-Lidard C D,et al. Information theoretic evaluation of satellite soil moisture retrievals[J]. Remote Sensing of Environment,2018,204:392-400.[9] 陈景丽,孙旭光,唐红昇,等.江苏省土壤湿度观测资料与再分析资料对比分析研究[J].气象科学,2018,38(4):523-530.[10] 戴长勇,左志燕.中国东部前冬、春土壤湿度与夏季气候的关系[J].气象科技,2010,38(3):300-305.[11] 王芳,张宇,梁静.三江平原土壤湿度变化及其对气象条件的响应[J].水土保持研究,2020,27(5):172-176.[12] 严丽,王飞,蒋冲,等.陇东黄土高原农田土壤湿度演变对气候变化的响应[J].水土保持通报,2012,32(3):11-16.[13] 王硕甫,殷美祥,冯鑫媛.1991—2011年中国西南地区土壤湿度的时空特征[J].广东气象,2018,40(1):53-57.[14] 袁淑杰,何兴潼,谷晓平,等.贵州喀斯特区域土壤湿度持续下降时期气象要素对土壤湿度影响研究[J].土壤通报,2018,49(2):320-328.[15] 陈珊珊,臧淑英,孙丽.多年冻土区土壤湿度的动态变化及影响[J].水土保持研究,2020,27(3):113-118.[16] 张蓓蓓,蔡宏,田鹏举,等.2000—2017年贵州省植被覆盖时空变化特征及其对气候变化的响应[J].地球与环境,2020,48(4):461-470.[17] Tong X,Wang K,Yue Y,et al. Quantifying the effectiveness of ecological restoration projects on long-term vegetation dynamics in the karst regions of Southwest China[J]. International Journal of Applied Earth Observations and Geoinformation,2017,54:105-113.[18] 袁道先.西南岩溶石山地区重大环境地质问题及对策研究[M].北京:科学出版社,2014.[19] Chen Y,Yuan H. Evaluation of nine sub-daily soil moisture model products over China using high-resolution in situ observations[J]. Journal of Hydrology,2020,588:125054.[20] 王一昕.基于多源土壤湿度数据的中国高敏感区探究[D].南京:南京大学,2019.[21] Xue C,Wu H,Jiang X,et al. Temporal and spatial change monitoring of drought grade based on ERA5 analysis data and fast method in the belt and road area during 1989—2017[J]. Advances in Meteorology,2019,2019(428):1-10.[22] 孙赫,苏凤阁,黄敬恒,等.第三极西风和季风主导流域源区降水呈现不同梯度特征[J].科学通报,2020,65(1):91-104.[23] Li X,Liu L,Li H,et al. Spatiotemporal soil moisture variations associated with hydro-meteorological factors over the Yarlung Zangbo River basin in Southeast Tibetan Plateau[J]. International Journal of Climatology,2020,40(1):188-206.[24] 邓元红,王世杰,白晓永,等.西南地区土壤湿度与气候之间的互馈效应[J].生态学报,2018,38(24):8688-8699.[25] 严建武,陈报章,房世峰,等.植被指数对旱灾的响应研究:以中国西南地区2009—2010年特大干旱为例[J].遥感学报,2012,16(4):720-737.
[1]兰泽凡,耿 韧,赵广举,等.窟野河流域水沙变化及其驱动因素[J].水土保持研究,2024,31(04):95.[doi:10.13869/j.cnki.rswc.2024.04.031]
Lan Zefan,Geng Ren,Zhao Guangju,et al.Runoff and Sediment Load Variation and Driving Factors in the Kuye River Basin[J].Research of Soil and Water Conservation,2024,31(06):95.[doi:10.13869/j.cnki.rswc.2024.04.031]
[2]翟博超,朱 燕,申小娟,等.黄土丘陵区两个典型成熟森林群落土壤水分时空变化特征及对降雨事件的响应[J].水土保持研究,2024,31(04):170.[doi:10.13869/j.cnki.rswc.2024.04.042]
Zhai Bochao,Zhu Yan,Shen Xiaojuan,et al.Spatiotemporal Variation of Soil Moisture and the Responses to Rainfall Events in Two Typical Mature Forest Stands in the Loess Hilly Region[J].Research of Soil and Water Conservation,2024,31(06):170.[doi:10.13869/j.cnki.rswc.2024.04.042]
[3]皇 彦,宋海清,胡 琦,等.2000—2020年内蒙古NDVI时空动态及其对水热条件的响应[J].水土保持研究,2024,31(04):197.[doi:10.13869/j.cnki.rswc.2024.04.006]
Huang Yan,Song Haiqing,Hu Qi,et al.Spatial-temporal Dynamics of NDVI and Its Response to Hydrothermal Conditions in Inner Mongolia from 2000 to 2020[J].Research of Soil and Water Conservation,2024,31(06):197.[doi:10.13869/j.cnki.rswc.2024.04.006]
[4]孙 珑,江 曦,韩剑桥,等.近30年来黄土高原山洪灾害风险时空变化及成因[J].水土保持研究,2024,31(04):241.[doi:10.13869/j.cnki.rswc.2024.04.022]
Sun Long,Jiang Xi,Han Jianqiao,et al.Changes and Causes of Mountain Torrent Disaster Risk on the Loess Plateau in the Past 30 Years[J].Research of Soil and Water Conservation,2024,31(06):241.[doi:10.13869/j.cnki.rswc.2024.04.022]
[5]姚宏斌,温仲明,张添佑,等.基于CMIP6的中国北方草地生态系统年总初级生产力时空格局[J].水土保持研究,2024,31(04):266.[doi:10.13869/j.cnki.rswc.2024.04.017]
Yao Hongbin,Wen Zhongming,Zhang Tianyou,et al.Spatiotemporal Pattern of GPP of Grassland Ecosystem in Northern China Based on CMIP6[J].Research of Soil and Water Conservation,2024,31(06):266.[doi:10.13869/j.cnki.rswc.2024.04.017]
[6]廖瑞恩,齐 实,赖金林,等.西南高山峡谷区水力侵蚀时空变化及其驱动力[J].水土保持研究,2024,31(05):139.[doi:10.13869/j.cnki.rswc.2024.05.002]
Liao Ruien,Qi Shi,Lai Jinlin,et al.Spatial-temporal Variation and Driving Mechanism of Water Erosion in Southwest Alpine-Canyon Area of China[J].Research of Soil and Water Conservation,2024,31(06):139.[doi:10.13869/j.cnki.rswc.2024.05.002]
[7]徐美,李纪人,阮本清.灌区遥感应用[J].水土保持研究,2006,13(05):23.
XU Mei,LI Ji-ren,RUAN Ben-qing.Application of Remote Sensing Technology in Irrigation District[J].Research of Soil and Water Conservation,2006,13(06):23.
[8]张家政,李崇贵,王 涛.黄土高原植被覆盖时空变化及原因[J].水土保持研究,2022,29(01):224.
ZHANG Jiazheng,LI Chonggui,WANG Tao.Dynamic Changes of Vegetation Coverage on the Loess Plateau and Its Factors[J].Research of Soil and Water Conservation,2022,29(06):224.
[9]付含培,王让虎,王晓军.1999—2018年黄河流域NDVI时空变化及驱动力分析[J].水土保持研究,2022,29(02):145.
FU Hanpei,WANG Ranghu,WANG Xiaojun.Analysis of Spatiotemporal Variations and Driving Forces of NDVI in the Yellow River Basin During 1999—2018[J].Research of Soil and Water Conservation,2022,29(06):145.
[10]姜 萍,胡列群,肖 静,等.新疆植被NDVI时空变化及定量归因[J].水土保持研究,2022,29(02):212.
JIANG Ping,HU Liequn,XIAO Jing,et al.Spatiotemporal Dynamics of NDVI in Xinjiang and Quantitative Attribution Based on Geodetector[J].Research of Soil and Water Conservation,2022,29(06):212.
[11]陈珊珊,臧淑英,孙 丽.多年冻土区土壤湿度的动态变化及影响[J].水土保持研究,2020,27(03):113.
CHEN Shanshan,ZANG Shuying,SUN Li.Dynamic Variation of Soil Moisture and Impact in Permafrost Regions in Northeast China[J].Research of Soil and Water Conservation,2020,27(06):113.
收稿日期:2020-11-23 修回日期:2020-12-14资助项目:国家自然科学基金(41701464,41901225); 贵州省科技计划项目(黔科合基础[2017]1054,[2017]1026,[2016]1028); 贵州省科技支撑计划([2017]2593); 贵州大学引进人才科研项目(贵大人基合字(2016)51号,(2015)28号)第一作者:赵飞飞(1995—),男,贵州遵义人,硕士研究生,研究方向为遥感土壤水分反演。E-mail:912066249@qq.com通信作者:张显云(1974—),男,贵州遵义人,硕士,副教授,主要从事RS,GNSS的理论及应用研究。E-mail:mec.xyzhang@gzu.edu.cn