[1]James A L, Roulet N T. Antecedent moisture conditions and catchment morphology as controls on spatial patterns of runoff generation in small forest catchments[J]. Journal of Hydrology, 2009,377(3/4):351-366.
[2]Vereecken H, Huisman J A, Pachepsky Y, et al. On the spatio-temporal dynamics of soil moisture at the field scale[J]. Journal of Hydrology, 2014,516:76-96.
[3]Zhang K, Wang Q Q, Chao L J, et al. Ground observation-based analysis of soil moisture spatiotemporal variability across a humid to semi-humid transitional zone in China[J]. Journal of Hydrology, 2019,574:903-914.
[4]李菁,任义方,戴竹君,等.基于MODIS干旱指数与RBFNN方法的江苏冬小麦需水关键期土壤水分遥感监测应用[J].干旱地区农业研究,2022,40(6):251-257.
Li J, Ren Y F, Dai Z J, et al. Retrieval of soil moisture at critical period of water demand of winter wheat in Jiangsu Province using MODIS drought index and RBFNN[J]. Agricultural Research in the Arid Areas, 2022,40(6):251-257.
[5]王佳新,萨楚拉,毛克彪,等.蒙古高原土壤湿度时空变化格局及其对气候变化的响应[J].国土资源遥感,2021,33(1):231-239.
Wang J X, Sa C L, Mao K B, et al. Temporal and spatial variation of soil moisture in the Mongolian Plateau and its response to climate change[J]. Remote Sensing for Natural Resources, 2021,33(1):231-239.
[6]温国涛,白建军,孙嵩松.基于时间序列遥感数据的陕西省2004—2014年干旱变化特征分析[J].干旱地区农业研究,2018,36(1):221-229.
Wen G T, Bai J J, Sun S S. Variation of drought in Shaanxi from 2004 to 2014 based on remotely sensed data[J]. Agricultural Research in the Arid Areas, 2018,36(1):221-229.
[7]王美林,姜群鸥,邵雅琪,等.基于TVDI的玛曲土壤湿度时空变化及其影响因素[J].中国水土保持科学,2019,17(4):141-152.
Wang M L, Jiang Q O, Shao Y Q, et al. Spatio-temporal variation of soil moisture and analysis on its influencing factors in Maqu County based on TVDI[J]. Science of Soil and Water Conservation, 2019,17(4):141-152.
[8]Peng W F, Wang J, Zhang J, et al. Soil moisture estimation in the transition zone from the Chengdu Plain Region to the Longmen Mountains by field measurements and LANDSAT 8 OLI/TIRS-derived indices[J]. Arabian Journal of Geosciences, 2020,13(4):168.
[9]Zhao H C, Li Y, Chen X G, et al. Monitoring monthly soil moisture conditions in China with temperature vegetation dryness indexes based on an enhanced vegetation index and normalized difference vegetation index[J]. Theoretical and Applied Climatology, 2021,143(1):159-176.
[10]陈明星,张玉虎.基于4种植被指数TVDI模型的三江平原土壤湿度反演[J].水土保持研究,2019,26(3):93-100,107.
Chen M X, Zhang Y H. Retrieval of soil moisture in Sanjiang Plain based on TVDI model with four vegetation indices[J]. Research of Soil and Water Conservation, 2019,26(3):93-100,107.
[11]庞素菲,魏伟,郭泽呈,等.基于TVDI的甘肃省农业旱情特征及其影响因素[J].生态学杂志,2019,38(6):1849-1860.
Pang S F, Wei W, Guo Z C, et al. Agricultural drought characteristics and its influencing factors in Gansu Province based on TVDI[J]. Chinese Journal of Ecology, 2019,38(6):1849-1860.
[12]刘观鹏,樊晶晶,赵彦芳,等.近20年中国TVDI变化特征及影响因素分析[J].农业技术与装备,2023(3):39-44.
Liu G P, Fan J J, Zhao Y F, et al. Analysis on the spatiotemporal variation characteristics and influencing factors of China's TVDI in the past 20 years[J]. Agricultural Technology & Equipment, 2023(3):39-44.
[13]王椰,史海静,姜艳敏,等.基于TVDI的黄土高原干旱时空变化与其影响因素[J].农业机械学报,2023,54(7):184-195.
Wang Y, Shi H J, Jiang Y M, et al. Spatio-temporal variation of drought characteristics and its influencing factors in Loess Plateau based on TVDI[J]. Transactions of the Chinese Society for Agricultural Machinery, 2023,54(7):184-195.
[14]张冰洁,王灵灵,薛亚莉,等.渭河下游河道造床流量及过洪能力变化分析[J].陕西水利,2018(1):8-9,11.
Zhang B J, Wang L L, Xue Y L, et al. Analysis of the fluvial flow and flooding capability of the lower Weihe River[J]. Shaanxi Water Resources, 2018(1):8-9,11.
[15]杨睿,耿广坡,周洪奎,等.基于SPEI_PM指数的渭河流域气象干旱时空演变特征[J].中国农业气象,2021,42(11):962-974.
Yang R, Geng G P, Zhou H K, et al. Spatial-temporal evolution of meteorological drought in the Wei River Basin based on SPEI_PM[J]. Chinese Journal of Agrometeorology, 2021,42(11):962-974.
[16]王德应,杨永崇,王涛,等.基于TVDI的河南省土壤湿度时空变化及影响因素分析[J].中国农村水利水电,2022(6):138-146,153.
Wang D Y, Yang Y C, Wang T, et al. Spatial-temporal variation characteristics of soil moisture and its relationship with meteorological factors in Henan Province based on TVDI[J]. China Rural Water and Hydropower, 2022(6):138-146,153.
[17]Peng S Z, Ding Y X, Liu W Z, et al. 1 km monthly temperature and precipitation dataset for China from 1901 to 2017[J]. Earth System Science Data, 2019,11(4):1931-1946.
[18]岳萌,耿广坡,王涛,等.2000—2019年黄河流域陕西段植被NDVI时空变化及其驱动因素分析[J].水土保持研究,2023,30(2):238-246,255.
Yue M, Geng G P, Wang T, et al. Spatiotemporal variation of vegetation NDVI and its driving factors in the Shaanxi section of the Yellow River Basin from 2000 to 2019[J]. Research of Soil and Water Conservation, 2023,30(2):238-246,255.
[19]施晨阳,赖文峰,文国卫,等.基于Maxent模型预测水曲柳的潜在适生区[J].西北林学院学报,2022,37(2):149-156.
Shi C Y, Lai W F, Wen G W, et al. Prediction of the potentially suitable area of Fraxinus mandshurica based on maxent model[J]. Journal of Northwest Forestry University, 2022,37(2):149-156.
[20]郑维龙,刘珺.基于NDVI的黄淮海平原2001—2010年植被覆盖变化分析[J].太原理工大学学报,2018,49(3):433-439.
Zheng W L, Liu J. Analysis of vegetation cover change in Huang-Huai-Hai Plain during 2001—2010 based on NDVI[J]. Journal of Taiyuan University of Technology, 2018,49(3):433-439.
[21]Ficetola G F, Lunghi E, Canedoli C, et al. Differences between microhabitat and broad-scale patterns of niche evolution in terrestrial salamanders[J]. Scientific Reports, 2018,8(1):10575.
[22]Dai Y J, Shangguan W, Duan Q Y, et al. Development of a China dataset of soil hydraulic parameters using pedotransfer functions for land surface modeling[J]. Journal of Hydrometeorology, 2013,14(3):869-887.
[23]Sandholt I, Rasmussen K, Andersen J. A simple interpretation of the surface temperature/vegetation index space for assessment of surface moisture status[J]. Remote Sensing of Environment, 2002,79(2/3):213-224.
[24]王劲峰,徐成东.地理探测器:原理与展望[J].地理学报,2017,72(1):116-134.
Wang J F, Xu C D. Geodetector:Principle and prospective[J]. Acta Geographica Sinica, 2017,72(1):116-134.
[25]刘英,岳辉,侯恩科.MODIS数据在陕西省干旱监测中的应用[J].国土资源遥感,2019,31(2):172-179.
Liu Y, Yue H, Hou E K. Drought monitoring based on MODIS in Shaanxi[J]. Remote Sensing for Land & Resources, 2019,31(2):172-179.
[26]沙莎,郭铌,李耀辉,等.我国温度植被旱情指数TVDI的应用现状及问题简述[J].干旱气象,2014,32(1):128-134.
Sha S, Guo N, Li Y H, et al. Introduction of application of temperature vegetation dryness index in China[J]. Journal of Arid Meteorology, 2014,32(1):128-134.
[27]程小强,周兆叶,李旺平,等.基于MODIS数据的中亚地区旱情监测及影响因素分析[J].农业工程学报,2022,38(10):128-137.
Cheng X Q, Zhou Z Y, Li W P, et al. Monitoring drought situation and analyzing influencing factors in Central Asia using MODIS data[J]. Transactions of the Chinese Society of Agricultural Engineering, 2022,38(10):128-137.
[1]史彦江,宋锋惠,罗青红,等.伊犁河流域油葵种植地产流产沙试验研究[J].水土保持研究,2011,18(02):40.
SHI Yan-jiang,SONG Feng-hui,LUO Qing-hong,et al.Experimental Study on Generation of Runoff and Sediment on the Slope Grown Oil Sunflower in Ili River Basin[J].Research of Soil and Water Conservation,2011,18(05):40.
[2]苏嫄,焦菊英,马祥华.黄土丘陵沟壑区主要群落地上生物量季节变化及其与土壤水分的关系[J].水土保持研究,2012,19(06):7.
SU Yuan,JIAO Ju-ying,MA Xiang-hua.Seasonal Variation of Aboveground Biomass of Main Plant Communities and Its Relationship with Soil Moisture in the Hill-gully Loess Plateau[J].Research of Soil and Water Conservation,2012,19(05):7.
[3]王巧利,贾燕锋,王宁,等.黄土丘陵沟壑区自然恢复坡面植物根系的分布特征[J].水土保持研究,2012,19(05):16.
WANG Qiao-li,JIA Yan-feng,WANG Ning,et al.Distribution of Root on Vegetation Recovery Slope in the Hilly and Gully Loess Plateau[J].Research of Soil and Water Conservation,2012,19(05):16.
[4]许浩,蒋齐,潘占兵,等.黄土丘陵区降雨、土壤水分和苗木成活率的关系[J].水土保持研究,2012,19(05):202.
XU Hao,JIANG Qi,PAN Zhan-bing,et al.Relationship of Rainfall, Soil Moisture and Seedling Survival Rate in Loess Hilly Region[J].Research of Soil and Water Conservation,2012,19(05):202.
[5]邝高明,朱清科,刘中奇,等.黄土丘陵沟壑区微地形对土壤水分及生物量的影响[J].水土保持研究,2012,19(03):74.
KUANG Gao-ming,ZHU Qing-ke,LIU Zhong-qi,et al.Effect of Microrelief on the Soil Water and Vegetation Arrangement in Loess Hilly and Gully Region[J].Research of Soil and Water Conservation,2012,19(05):74.
[6]鲁瑞洁,唐清亮,桑艳礼,等.青海湖克土沙区不同类型沙丘土壤水分的动态变化[J].水土保持研究,2012,19(02):111.
LU Rui-jie,TANG Qing-liang,SANG Yan-li,et al.Dynamic Changes of Soil Moisture in Different Dunes of Ketu Sand Land in Qinghai Lake Basin[J].Research of Soil and Water Conservation,2012,19(05):111.
[7]展秀丽,严平,王宁,等.青海湖防沙工程措施区土壤水分及入渗特征初步研究[J].水土保持研究,2012,19(01):33.
ZHAN Xiu-li,YAN Ping,WANG Ning,et al.Preliminary Study on Soil Water and Permeability Characteristics of Desertification Combating Areas Exerted by Engineering Measures around Qinghai Lake[J].Research of Soil and Water Conservation,2012,19(05):33.
[8]邵明安,陈志雄.SPAC中的水分运动[J].水土保持研究,1991,(01):3.
Shao Mingan,Chen Zhixiong.WATER MOVEMENT IN SPAC[J].Research of Soil and Water Conservation,1991,(05):3.
[9]刘向东,吴钦孝,赵鸿雁,等.黄土丘陵区油松人工林和山杨林林冠对降水的再分配及其对土壤水分的影响[J].水土保持研究,1991,(02):9.
Liu Xiangdong,Wu Qinxiao,Zhao Hongyan,et al.REDISTRIBUTION OF PRECIPITATION BY CANOPIES OF ARTIFICIAL CHINESE PINES AND MOUNTAIN POPLARS AND ITS INFLUENCE ON SOIL MOISTURE IN LOESS HILLY REGION[J].Research of Soil and Water Conservation,1991,(05):9.
[10]杨新民,杨文治,马玉玺.纸坊沟流域人工刺槐林生长状况与土壤水分条件研究[J].水土保持研究,1994,1(03):31.
Yang Xinmin,Yang Wenzhi,Ma Yuxi.Study on the condition growing of the man-made Locust Woodland and moisture eco-environment in the small watershed of Zhifanggou[J].Research of Soil and Water Conservation,1994,1(05):31.
[11]杨 娜,郭兴国.基于NDVI分区的全国草地生态系统覆盖区土壤水分遥感反演[J].水土保持研究,2022,29(03):147.
YANG Na,GUO Xingguo.Research for Remote Sensing Retrieval of Soil Moisture in Grassland Ecosystem in China Based on NDVI Partition[J].Research of Soil and Water Conservation,2022,29(05):147.
收稿日期:2023-11-20 修回日期:2023-12-22
资助项目:国家自然科学基金青年项目“渭河流域冬小麦旱灾风险及其对气候变化的响应研究”(41807503)
第一作者:顾倩(1999—),女,江苏扬州人,硕士研究生,研究方向为灾害遥感研究。E-mail:15620532357@163.com
通信作者:耿广坡(1986—),男,河南浚县人,博士,副教授,主要从事区域环境变化与灾害遥感研究。E-mail:gengguangpo@xust.edu.cn