[1] SMITH A M S,KOLDEN C A,TINKHAM W T,et al.Remote Sensing the Vulnerability of Vegetation in Natural Terrestrial Ecosystems[J].Remote Sensing of Environment,2014,154:322-337.
[2] 李登科,王 钊.气候变化和人类活动对陕西省植被NPP影响的定量分析[J].生态环境学报,2022,31(6):1071-1079.
LI Deng-ke,WANG Zhao.Quantitative Analysis of the Impact of Climate Change and Human Activities on Vegetation NPP in Shaanxi Province[J].Ecology and Environmental Sciences,2022,31(6):1071-1079.
[3] NOLASCO M,OVANDO G,SAYAGO S,et al.Estimating Soybean Yield Using Time Series of Anomalies in Vegetation Indices from MODIS[J].International Journal of Remote Sensing,2021,42(2):405-421.
[4] SHARMA M,BANGOTRA P,GAUTAM A S,et al.Sensitivity of Normalized Difference Vegetation Index(NDVI)to Land Surface Temperature,Soil Moisture and Precipitation over District Gautam Buddh Nagar,UP,India[J].Stochastic Environmental Research and Risk Assessment,2022,36(6):1779-1789.
[5] 解 晗,同小娟,李 俊,等.2000～2018年黄河流域生长季植被指数变化及其对气候因子的响应[J].生态学报,2022,42(11):4536-4549.
XIE Han,TONG Xiao-juan,LI Jun,et al.Changes of NDVI and EVI and Their Responses to Climatic Variables in the Yellow River Basin During the Growing Season of 2000-2018[J].Acta Ecologica Sinica,2022,42(11):4536-4549.
[6] 邱思静,胡 涛,胡熠娜,等.从光谱指数到融合数据集的全球植被遥感数据产品[J].地理学报,2022,77(5):1102-1119.
QIU Si-jing,HU Tao,HU Yi-na,et al.Remote Sensing Based Global Vegetation Products:From Vegetation Spectral Index to Fusion Datasets[J].Acta Geographica Sinica,2022,77(5):1102-1119.
[7] 刘 洋,刘荣高,陈镜明,等.叶面积指数遥感反演研究进展与展望[J].地球信息科学学报,2013,15(5):734-743.
LIU Yang,LIU Rong-gao,CHEN Jing-ming,et al.Current Status and Perspectives of Leaf Area Index Retrieval from Optical Remote Sensing Data[J].Journal of Geo-information Science,2013,15(5):734-743.
[8] PARKER G G.Tamm Review:Leaf Area Index(LAI)Is Both a Determinant and a Consequence of Important Processes in Vegetation Canopies[J].Forest Eco-logy and Management,2020,477:118496.
[9] 曹中盛,李艳大,黄俊宝,等.基于无人机数码影像的水稻叶面积指数监测[J].中国水稻科学,2022,36(3):308-317.
CAO Zhong-sheng,LI Yan-da,HUANG Jun-bao,et al.Monitoring Rice Leaf Area Index Based on Unmanned Aerial Vehicle(UAV)Digital Images[J].Chinese Journal of Rice Science,2022,36(3):308-317.
[10] ZHENG G,MOSKAL L M.Retrieving Leaf Area Index(LAI)Using Remote Sensing:Theories,Methods and Sensors[J].Sensors,2009,9(4):2719-2745.
[11] CLAUDIA G S,ALEXANDRA W,RAPHAEL P,et al.Biodiversity Facets Affect Community Surface Temperature via 3D Canopy Structure in Grassland Communities[J].Journal of Ecology,2021,109(5):1969-1985.
[12] 王全九,王 康,苏李君,等.灌溉施氮和种植密度对棉花叶面积指数与产量的影响[J].农业机械学报,2021,52(12):300-312.
WANG Quan-jiu,WANG Kang,SU Li-jun,et al.Effect of Irrigation Amount,Nitrogen Application Rate and Planting Density on Cotton Leaf Area Index and Yield[J].Transactions of the Chinese Society for Agricultural Machinery,2021,52(12):300-312.
[13] KANNING M,KUHLING I,TRAUTZ D,et al.Hi-gh-resolution UAV-based Hyperspectral Imagery for LAI and Chlorophyll Estimations from Wheat for Yield Prediction[J].Remote Sensing,2018,10(12):2000.
[14] PAUL M,RAJIB A,NEGAHBAN A M,et al.Impro-ved Agricultural Water Management in Data-scarce Semi-arid Watersheds:Value of Integrating Remotely Sensed Leaf Area Index in Hydrological Modeling[J].Science of the Total Environment,2021,791:148177.
[15] MANUEL C T,FRANCISCO JAVIER G H,GUSTAU C V,et al.Multitemporal and Multiresolution Leaf Area Index Retrieval for Operational Local Rice Crop Monitoring[J].Remote Sensing of Environment,2016,187:102-118.
[16] 季 杨,蒋金豹.长三角城市群城市扩张区环境质量变化遥感评价[J].遥感技术与应用,2021,36(5):1131-1146.
JI Yang,JIANG Jin-bao.Remote Sensing Analysis of Environmental Change in Urban Expansion Area of Yangtze River Delta Urban Agglomeration[J].Remo-te Sensing Technology and Application,2021,36(5):1131-1146.
[17] 戴声佩,罗红霞,郑 倩,等.基于MODIS LAI产品的海南岛橡胶林叶面积指数时空变化特征及其影响因素分析[J].中国农业信息,2021,33(2):1-12.
DAI Sheng-pei,LUO Hong-xia,ZHENG Qian,et al.Spatio-temporal Changes and Its Driving Factors of Leaf Area Index of Rubber Plantations in Hainan Island Based on MODIS LAI Data[J].China Agricultural Informatics,2021,33(2):1-12.
[18] 吕泳洁,丁文广,邓 喆,等.基于地理探测器的甘肃省植被覆盖时空变化及驱动力分析[J].地球环境学报,2022,13(2):185-195.
LYU Yong-jie,DING Wen-guang,DENG Zhe,et al.Spatio-temporal Variation of Vegetation Cover and Its Driving Forces in Gansu Province Based on Geodetector[J].Journal of Earth Environment,2022,13(2):185-195.
[19] MENG X Y,GAO X,LI S Y,et al.Spatial and Temporal Characteristics of Vegetation NDVI Changes and the Driving Forces in Mongolia During 1982-2015[J].Remote Sensing,2020,12(4):603.
[20] ZHAO W,YU X B,JIAO C C,et al.Increased Association Between Climate Change and Vegetation Index Variation Promotes the Coupling of Dominant Factors and Vegetation Growth[J].Science of the Total Environment,2021,767:144669.
[21] SHOBAIRI S O,荣 媛,李明阳,等.广东省植被覆盖度时空变化及驱动因素分析[J].西南林业大学学报(自然科学),2017,37(1):144-148.
SHOBAIRI S O,RONG Yuan,LI Ming-yang,et al.Analysis of Spatial-temporal Dynamics and Driving Factors of Vegetation Fractional Coverage in Guangdong Province[J].Journal of Southwest Forestry University(Natural Sciences),2017,37(1):144-148.
[22] 王 思,张路路,林伟彪,等.基于MODIS-归一化植被指数的广东省植被覆盖与土地利用变化研究[J].生态学报,2022,42(6):2149-2163.
WANG Si,ZHANG Lu-lu,LIN Wei-biao,et al.Study on Vegetation Coverage and Land-use Change of Guangdong Province Based on MODIS-NDVI[J].Acta Ecologica Sinica,2022,42(6):2149-2163.
[23] 徐 勇,吴杰峰,郭振东,等.2001～2019年广东省植被NDVI时空演变特征及持续性分析[J].无线电工程,2021,51(8):691-698.
XU Yong,WU Jie-feng,GUO Zhen-dong,et al.Spatial-temporal Variation of Vegetation NDVI in Guangdong Province from 2001 to 2019[J].Radio Engineering,2021,51(8):691-698.
[24] 邓玉娇,王捷纯,徐 杰,等.广东省NDVI时空变化特征及其对气候因子的响应[J].生态环境学报,2021,30(1):37-43.
DENG Yu-jiao,WANG Jie-chun,XU Jie,et al.Spatio-temporal Variation of NDVI and Its Response to Climatic Factors in Guangdong Province[J].Ecology and Environmental Sciences,2021,30(1):37-43.
[25] 吴国训,阮宏华,李显风,等.基于MODIS反演的2000～2011年江西省植被叶面积指数时空变化特征[J].南京林业大学学报(自然科学版),2013,37(1):11-17.
WU Guo-xun,RUAN Hong-hua,LI Xian-feng,et al.Spatial-temporal Variations of Leaf Area Index(LAI)in Jiangxi Province During 2000-2011 Based on MODIS Data[J].Journal of Nanjing Forestry University(Natural Sciences Edition),2013,37(1):11-17.
[26] REN X Y,ZHANG M K,QIAN J C,et al.Analyzing Spatio-temporal Change in Ecosystem Quality and Its Driving Mechanism in Henan Province,China,from 2010 to 2020[J].Sustainability,2022,14(18):11742.
[27] 广东省统计局,国家统计局广东调查队.2021年广东统计年鉴[M].北京:中国统计出版社,2021.
Statistics Bureau of Guangdong Province,Survery Office of the National Bureau of Statistics in Guangdong.Guangdong Statistical Yearbook of 2021[M].Beijing:China Statistics Press,2021.
[28] 侯吉宇,周艳莲,刘 洋.不同叶面积指数遥感数据模拟中国总初级生产力的时空差异[J].遥感技术与应用,2020,35(5):1015-1027.
HOU Ji-yu,ZHOU Yan-lian,LIU Yang.Spatial and Temporal Differences of GPP Simulated by Different Satellite-derived LAI in China[J].Remote Sensing Technology and Application,2020,35(5):1015-1027.
[29] JIANG W G,YUAN L H,WANG W J,et al.Spatio-temporal Analysis of Vegetation Variation in the Yellow River Basin[J].Ecological Indicators,2015,51:117-126.
[30] 马雄伟,赵庆志,姚顽强.黄土高原植被对气候变化的时滞响应及其时变特征[J].西安科技大学学报,2020,40(1):157-166.
MA Xiong-wei,ZHAO Qing-zhi,YAO Wan-qiang.Time Lags of Vegetation to Climate Change and Temporal Characteristics in Loess Plateau[J].Journal of Xi'an University of Science and Technology,2020,40(1):157-166.
[31] 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.
YI Lang,REN Zhi-yuan,ZHANG Chong,et al.Vegetation Cover,Climate and Human Activities on the Loess Plateau[J].Resources Science,2014,36(1):166-174.
[32] LI S J,WANG J M,ZHANG M,et al.Characterizing and Attributing the Vegetation Coverage Changes in North Shanxi Coal Base of China from 1987 to 2020[J].Resources Policy,2021,74:102331.
[33] 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 Jin-feng,XU Cheng-dong.Geodetector:Prin-ciple and Prospective[J].Acta Geographica Sinica,2017,72(1):116-134.
[34] 姚新宇,袁 飞,张利敏,等.赣江上游区LAI时空变化及其与气候要素的关联性分析[J].水文,2020,40(4):46-52.
YAO Xin-yu,YUAN Fei,ZHANG Li-min,et al.Spatio-temporal Variation of LAI and Its Relationship with Climate Change in the Upper Ganjiang River Region[J].Journal of China Hydrology,2020,40(4):46-52.
[35] 李维娇,王云鹏.基于VCI的2003～2017年广东省干旱时空变化特征分析[J].华南师范大学学报(自然科学版),2020,52(3):85-91.
LI Wei-jiao,WANG Yun-peng.An Analysis of the Spatial-temporal Characteristics of Drought in Guangdong Based on Vegetation Condition Index from 2003 to 2017[J].Journal of South China Normal University(Natural Science Edition),2020,52(3):85-91.
[36] 姜 春,吴志峰,程 炯,等.气候波动和土地覆盖变化对广东省植被净初级生产力的相对影响[J].热带亚热带植物学报,2016,24(4):397-405.
JIANG Chun,WU Zhi-feng,CHENG Jiong,et al.Relative Effects of Climatic Fluctuation and Land Cover Changes on Net Primary Productivity of Vegetation in Guangdong Province[J].Journal of Tropical and Subtropical Botany,2016,24(4):397-405.
[37] 袁丽华,蒋卫国,申文明,等.2000～2010年黄河流域植被覆盖的时空变化[J].生态学报,2013,33(24):7798-7806.
YUAN Li-hua,JIANG Wei-guo,SHEN Wen-ming,et al.The Spatio-temporal Variations of Vegetation Cover in the Yellow River Basin from 2000 to 2010[J].Acta Ecologica Sinica,2013,33(24):7798-7806.
[38] 代子俊,赵 霞,李冠稳,等.2000～2015年青海省植被覆盖的时空变化特征[J].西北农林科技大学学报(自然科学版),2018,46(7):54-65.
DAI Zi-jun,ZHAO Xia,LI Guan-wen,et al.Spatial-temporal Variations of Vegetation Coverage in Qinghai from 2000 to 2015[J].Journal of Northwest A&F University(Natural Science Edition),2018,46(7):54-65.
[39] 何全军.基于MODIS数据的珠三角地区NDVI时空变化特征及对气象因素的响应[J].生态环境学报,2019,28(9):1722-1730.
HE Quan-jun.Spatio-temporal Variation of NDVI and Its Response to Meteorological Factors in Pearl River Delta Based on MODIS Data[J].Ecology and Environmental Sciences,2019,28(9):1722-1730.
[40] 陈传国,薛春泉,汪求来,等.基于2017年森林资源连续清查样地的广东省典型植被型植物多样性研究[J].林业与环境科学,2020,36(2):60-65.
CHEN Chuan-guo,XUE Chun-quan,WANG Qiu-lai,et al.Diversity of Typical Vegetation Types in Guang-dong Province Based on Continuous Forest Inventory in 2017[J].Forestry and Environmental Science,2020,36(2):60-65.
[41] 黄 辉,郑昌玲,孟 平,等.2001～2019年太行山南麓栓皮栎人工林叶面积指数与气候因子的关系[J].生态学报,2023,43(4):1646-1654.
HUANG Hui,ZHENG Chang-ling,MENG Ping,et al.Relationship Between Leaf Area Index and Climate Factors in a Quercus Variabilis Plantation at the Sou-thern Foot of Taihang Mountain from 2001 to 2019[J].Acta Ecologica Sinica,2023,43(4):1646-1654.
[42] 李国洋,徐启恒,陈宽文,等.2005～2015年广东省森林生态系统净初级生产力时空变化特征[J].气象科技进展,2020,10(3):62-65,68.
LI Guo-yang,XU Qi-heng,CHEN Kuan-wen,et al.Spatial and Temporal Characteristics of Net Primary Productivity of Forest Ecosystem in Guangdong Pro-vince from 2005 to 2015[J].Advances in Meteorological Science and Technology,2020,10(3):62-65,68.
[43] 刘逸滨,刘宝元,成 城,等.退耕还林草20年来榆林市植被覆盖度时空变化及影响因素分析[J].水土保持学报,2022,36(2):197-208,218.
LIU Yi-bin,LIU Bao-yuan,CHENG Cheng,et al.Spatio-temporal Changes and Influencing Factors of Vegetation Coverage in Yulin City During the Past 20 Years Since the Implementation of the “Grain for Green” Program[J].Journal of Soil and Water Conservation,2022,36(2):197-208,218.
[44] 冯娴慧,曾芝琳,张德顺.基于MODIS NDVI数据的粤港澳大湾区植被覆盖时空演变[J].中国城市林业,2022,20(1):1-6,28.
FENG Xian-hui,ZENG Zhi-lin,ZHANG De-shun.Temporal-spatial Evolution of Vegetation Coverage in Guangdong-Hongkong-Macao Greater Bay Area Ba-sed on MODIS NDVI Data[J].Journal of Chinese Urban Forestry,2022,20(1):1-6,28.
[45] 王晓利.中国沿海极端气候变化及其对NDVI的影响特征研究[D].烟台:中国科学院烟台海岸带研究所,2017.
WANG Xiao-li.Variation of Extreme Climate and Its Impact on NDVI in the Coastal Area of China[D].Yantai:Yantai Institute of Coastal Zone Research,Chinese Academy of Sciences,2017.
[46] 阮 柱.基于NDVI重构的广东省NDVI变化及其驱动因素分析[D].广州:中国科学院广州地球化学研究所,2021.
RUAN Zhu.Analysis of Vegetation Changes and Dri-ving Factors in Guangdong Province Based on the Reconstructed NDVI[D].Guangzhou:Guangzhou Institute of Geochemistry,Chinese Academy of Sciences,2021.