[1] 赵茂盛,符淙斌,延晓冬,等.应用遥感数据研究中国植被生态系统与气候的关系[J].地理学报,2001,56(3):287-296.[2] 孙红雨,王长耀,牛铮,等.中国地表植被覆盖变化及其与气候因子关系:基于NOAA时间序列数据分析[J].遥感学报,1998(3):204-210.[3] Du J Q,Quan Z J,Fang S F,et al. Spatiotemporal changes in vegetation coverage and its causes in China since the Chinese economic reform[J]. Springer Berlin Heidelberg,2020,27(1):1144-1159.[4] 张琨,吕一河,傅伯杰,等.黄土高原植被覆盖变化对生态系统服务影响及其阈值[J].地理学报,2020,75(5):949-960.[5] Recuero L,Litago J,Pinzón J E,et al. Mapping periodic patterns of global vegetation based on spectral analysis of NDVI time series[J]. Remote Sensing,2019,11(21):2497-2518.[6] Wei X D,Wang S N,Wang Y K. Spatial and temporal change of fractional vegetation cover in North-western China from 2000 to 2010 [J]. Geological Journal,2018,53(2):427-434.[7] Wang M Y,Fu J,Wu Z T,et al. Spatiotemporal variation of NDVI in the vegetation growing season in the source region of the Yellow River,China[J]. Isprs International Journal of Geo-Information,2020,9(4):282-299.[8] 金凯,王飞,韩剑桥,等.1982—2015年中国气候变化和人类活动对植被NDVI变化的影响[J].地理学报,2020,75(5):961-974.[9] Zhu L J,Meng J J,Zhu L K. Applying geodetector to disentangle the contributions of natural and anthropogenic factors to NDVI variations in the middle reaches of the Heihe River Basin[J]. Ecological Indicators,2020,117,https://doi.org/10,1016/j.ecolind.2020.106545.[10] Zhao L,Dai A,Dong B. Changes in global vegetation activity and its driving factors during 1982—2013[J]. Agricultural and Forest Meteorology,2018,249:198-209.[11] 易浪,任志远,张翀,等.黄土高原植被覆盖变化与气候和人类活动的关系[J].资源科学,2014,36(1):166-174.[12] Nan Cong,Miaogen Shen,Wei Yang,et al. Varying responses of vegetation activity to climate changes on the Tibetan Plateau grassland[J]. Springer Berlin Heidelberg,2017,61(8):1433-1444.[13] 李震,阎福礼,范湘涛.中国西北地区NDVI变化及其与温度和降水的关系[J].遥感学报,2005,9(3):308-313.[14] 刘庆生.干旱半干旱区斑块状植被格局形成模拟研究进展[J].生态学报,2020,40(24):8861-8871.[15] Igor V. Florinsky,Galina A. Kuryakova. Influence of topography on some vegetation cover properties[J]. Catena,1996,27(2):123-141.[16] Zhang J T,Li M,Nie E. Pattern of functional diversity along an altitudinal gradient in the Baihua Mountain Reserve of Beijing,China[J]. Brazilian Journal of Botany,2014,37(1):37-45.[17] 秦景秀,郝兴明,张颖,等.气候变化和人类活动对干旱区植被生产力的影响[J].干旱区地理,2020,43(1):117-125.[18] 段语凤、张玉秀、余创.煤炭井工开采对干旱荒漠区植被动态变化的影响[J].生态学报,2020,40(23):346-357.[19] 王帅,傅伯杰,武旭同,等.黄土高原社会—生态系统变化及其可持续性[J].资源科学,2020,42(1):96-103.[20] 李双双,延军平,万佳.近10年陕甘宁黄土高原区植被覆盖时空变化特征[J].地理学报,2012,67(7):960-970.[21] 朱会利,杨改河,韩磊.延安市退耕过程植被覆盖度变化及其影响因子分析[J].农业机械学报,2015,46(8):272-280.[22] 闫军辉,刘冬梅,延军平.陕甘宁地区气候变化空间结构[J].干旱区资源与环境,2009,23(9):67-71.[23] 冯永忠,刘志超,刘强,等.黄土高原旱作农区气候干旱时空特征分析[J].干旱地区农业研究,2011,29(2):218-223.[24] 郑杰,冯文兰,牛晓俊,等.四川省植被变化及其与气象因子的相关性分析[J].水土保持通报,2016,36(2):99-104.[25] 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.[26] 张思源,聂莹,张海燕,等.基于地理探测器的内蒙古植被NDVI时空变化与驱动力分析[J].草地学报,2020,28(5):1460-1472.[27] 吴家荣,韦宝婧,胡希军,等.基于地理探测器的丹霞梧桐空间分布与生境因子的相关性[J].应用生态学报,2020,31(8):2671-2679.[28] 王正兴,刘闯,Huete Alfredo.植被指数研究进展:从AVHRR-NDVI到MODIS-EVI[J].生态学报,2003,23(5):979-987.[29] 彭文甫,王广杰,周介铭,等.基于多时相Landsat5/8影像的岷江汶川—都江堰段植被覆盖动态监测[J].生态学报,2016,36(7):1975-1988.[30] 刘彦随,李进涛.中国县域农村贫困化分异机制的地理探测与优化决策[J].地理学报,2017,72(1):161-173.[31] Stow D,Daeschner S,Hope A,et al. Variability of the seasonally integrated normalized difference vegetation index across the north slope of Alaska in the 1990s[J]. International Journal of Remote Sensing,2003,24(5):1111-1117.[32] 王堃,吕进英.退耕地的自然演替与人工恢复[J].中国农业资源与区划,2000,21(4):51-55.[33] 杨亮彦,孟婷婷.基于MODIS数据的延安市近20年植被时空动态研究[J].西部大开发:土地开发工程研究,2020,5(3):64-70.[34] 鲍超,方创琳.干旱区水资源开发利用对生态环境影响的研究进展与展望[J].地理科学进展,2008,27(3):38-46.[35] 张晓龙.黑河典型荒漠植被区土壤水盐和养分沿降水梯度的变化特征[J].应用与环境生物学报,2020,26(4):1-10.[36] 孙武,侯玉,张勃.生态脆弱带波动性、人口压力、脆弱度之间的关系[J].生态学报,2000,20(3):369-373.[37] Celentano D,Rousseau G X,Engel V L,et al. Degradation of riparian forest affects soil properties and ecosystem services provision in eastern amazon of Brazil[J]. Land Degradation & Development,2016,28(2):482-493.[38] 白建军,白江涛,王磊.2000—2010年陕北地区植被NDVI时空变化及其与区域气候的关系[J].地理科学,2014,34(7):882-888.[39] 何立恒,周寅康,杨强.延安市2000—2013年植被覆盖时空变化及特征分析[J].干旱区资源与环境,2015,29(11):174-179.
[1]买买提依明·买买提,塔西甫拉提·特依拜,买买提沙吾提,等.基于6S模型的遥感数据大气校正应用研究[J].水土保持研究,2011,18(03):15.
Muham mademin·Muhammad,Tashpolat·Tiyip,Mamatsawut,et al.Study on Atmospheric Correction of Remote Sensing Data Application Based on 6S Model[J].Research of Soil and Water Conservation,2011,18(05):15.
[2]玛丽艳姑丽·阿西穆,塔西甫拉提·特依拜,买买提·沙吾提,等.基于Markov模型的植被覆盖动态变化预测研究[J].水土保持研究,2013,20(01):121.
Maryamgul·Axim,Tashpolat·Tiyip,Mamat·Sawut,et al.Research on Prediction of Dynamic Change in Vegetation Coverage Based on Markov Model[J].Research of Soil and Water Conservation,2013,20(05):121.
[3]段红腾,吴发启,杨一凡,等.近10年巴音河流域土地利用变化及驱动力分析[J].水土保持研究,2020,27(02):172.
DUAN Hongteng,WU Faqi,YANG Yifan,et al.Land Use Change and Driving Force Analysis of Bayin River Basin in the Past 10 Years[J].Research of Soil and Water Conservation,2020,27(05):172.
[4]伍宜丹,马 悦,吴浩然,等.基于MODIS-EVI指数的四川省植被指数时空演变特征及驱动力[J].水土保持研究,2020,27(05):230.
WU Yidan,MA Yue,WU Haoran,et al.Characteristics of Temporal and Spatial Evolution and Driving Forces of Vegetation Index in Sichuan Based on MODIS-EVI[J].Research of Soil and Water Conservation,2020,27(05):230.
[5]李 硕,沈占锋,柯映明,等.1974—2019年大清河流域土地利用景观时空变化[J].水土保持研究,2021,28(01):195.
LI Shuo,SHEN Zhanfeng,KE Yingming,et al.Spatial-Temporal Variation and Driving Forces of Land Use Types in the Daqing River Basin from 1974 to 2019[J].Research of Soil and Water Conservation,2021,28(05):195.
[6]程 静,黄 越.宁夏回族自治区生态系统服务价值时空演变及其驱动力[J].水土保持研究,2021,28(02):382.
CHENG Jing,HUANG Yue.Spatiotemporal Evolution of Ecosystem Services Value and Its Driving Forces in Ningxia Hui Autonomous Region[J].Research of Soil and Water Conservation,2021,28(05):382.
[7]姚 昆,周 兵,何 磊,等.基于地理探测器的岷江上游地区土壤侵蚀变化[J].水土保持研究,2022,29(02):85.
YAO Kun,ZHOU Bing,HE Lei,et al.Changes in Soil Erosion in the Upper Reaches of the Minjiang River Based on Geo-Detector[J].Research of Soil and Water Conservation,2022,29(05):85.
[8]代仁丽,钟九生,何志远,等.气候因子对贵州省植被覆盖度的协同影响[J].水土保持研究,2022,29(03):262.
DAI Renli,ZHONG Jiusheng,HE Zhiyuan,et al.Synergistic Effects of Climate Factors on Vegetation Coverage in Guizhou Province[J].Research of Soil and Water Conservation,2022,29(05):262.
[9]毛盛林,上官周平.近20年黄土高原土地利用/植被覆盖变化特征及其成因[J].水土保持研究,2022,29(05):213.
MAO Shenglin,SHANGGUAN Zhouping.Characteristics and Causes of Land Use/Vegetation Coverage of the Loess Plateau in the Past 20 Years[J].Research of Soil and Water Conservation,2022,29(05):213.
[10]王玉纯,赵 军,付杰文,等.生态系统服务综合关系空间分异及驱动因素——以石羊河流域为例[J].水土保持研究,2023,30(02):274.[doi:10.13869/j.cnki.rswc.2023.02.024]
WANG Yuchun,ZHAO Jun,FU Jiewen,et al.Recognition of Ecosystem Services Trade-offs and Synergistic Comprehensive Relations[J].Research of Soil and Water Conservation,2023,30(05):274.[doi:10.13869/j.cnki.rswc.2023.02.024]
收稿日期:2020-10-27 修回日期:2020-11-10资助项目:国家自然科学基金(51779099,51779209); 国家重点研发计划项目(2016YFC0402400); 中国保护黄河基金会项目(CYRF2018002)第一作者:聂桐(1997—),女,山东淄博人,在读硕士研究生,主要从事社会水文学方面研究。E-mail:ntongxd@163.com通信作者:董国涛(1982—),男,山东青州人,博士,高级工程师,主要从事水文水资源遥感方面研究。E-mail:dongguotao@hky.yrcc.gov.cn