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《Journal of Geo-Information Science》 2015-06
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Comparison on Three Algorithms of Reconstructing Time-series MODIS EVI

WANG Qiankun;YU Xinfang;SHU Qingtai;SHANG Ke;WEN Kege;College of Forestry, Southwest Forestry University;State Key Lab of Resources and Environmental Information System, Institute of Geographic Science and Natural Resources Research, Chinese Academy of Sciences;  
With the rapid development of remote sensing techniques, higher precisions of the vegetation remote sensing are required. Therefore, before using the time-series data, how to select the optimal algorithms to reconstruct it has been a hot research topic. Based on the five main land cover types in Northeast China, the reconstruction quality of three commonly used algorithms that included in TIMESAT tools has been qualitatively analyzed.Then, the fidelity performance and the capability to keep main characteristics of the three algorithms on EVI with respect to different land cover types were compared. The result shows that the S- G algorithm has a better performance in reconstructing the peak and the width of the EVI curves in the growing seasons, but it is prone to keep the noise data due to excessive fittings, especially common in land cover types of steppe and shrub. AG and DL algorithms generally present similar performances and the results are much closer to the true values for land cover types of steppe, shrub and arable land. But AG algorithm is easily influenced by noises for fitting the peak of the cures, which reduces the maximum EVI and causes the decline of vegetation growth. Spatial patterns of the fidelity performance and the capability to keep main characteristics of the three algorithms are all related to the distribution of vegetation types. Finally, we found that AG is a better algorithm to be used for the land cover types of steppe and shrub, DL is better for arable land, while S-G is better for the broadleaved deciduous forest and coniferous deciduous forest.
【Fund】: 国家自然科学基金青年基金项目(41001279);; 资源与环境信息系统国家重点实验室青年人才培养基金项目(O8R8B690PA);; 中国科学院战略性先导科技专项“应对气候变化的碳收支认证及相关问题”(XDA05050102)
【CateGory Index】: P237
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Chinese Journal Full-text Database 10 Hits
1 YE Qi1,ZHAO Ping2,SUN Jing1,3 (1.College of Land Resources and Tourism,Anhui Normal University,Wuhu 241003,China;2.College of Resources and Environmental Engineering,Hefei University of Technology,Hefei 230000,China;3.Anhui Key Laboratory of Natural Disaster Process and Prevention,Wuhu 241003,China);COMPARATIVE ANALYSIS OF VEGETATION COVERAGE ALONG THE YANGTZE RIVER IN ANHUI PROVINCE BASED ON MODIS/NDVI AND EVI[J];Resources and Environment in the Yangtze Basin;2012-03
2 HAO Cheng-yuan,MA Chun-yan,ZHU Zong-ze(College of Surveying & Land Information Engineering,Henan Polytechnic University,Jiaozuo 454000,China);Comparison of Vegetation Indices from AVHRR and MODIS in Seasonal Information[J];Geography and Geo-Information Science;2009-06
3 LI Hongjun1,ZHENG Li1,LEI Yuping1,LI Chunqiang2,ZHOU Kan3(1.Center for Agricultural Resources Institute of Genetics and Development Biology,Chinese Academy of Sciences,Shijiazhuang 050021,China;2.Meteorological Institute of Hebei Province,Shijiazhuang 050021,China;3.State Forestry Administration,Beijing,100714,China);Comparison of NDVI and EVI based on EOS/MODIS data[J];Progress in Geography;2007-01
4 ZHAO Wei1,2,LI Zhaoliang1(1.Key Laboratory of Water Cycle and Related Land Surface Processes,Institute of Geographical Sciences and Natural Resources Research,CAS,Beijing 100101; 2.Graduate School of the Chinese Academy of Sciences,Beijing 100049);Impact of Drought on the Vegetation State Using MODIS/EVI Time-series Data[J];Progress in Geography;2007-06
5 ZHANG Fei1,2,TASHPOLAT Tiyip1,2,DING Jianli1,2,MAMAT Sawut1,2,HAN Guihong1,2,GUI Dongwei3,4,SUN Qian1,2(1.College of Resources and Environment Science,Xinjiang University,Urumqi 830046,China;2.Key Laboratory of Oasis Ecology,Xinjiang University,Urumqi 830046,China;3.Xinjiang Institute of Ecology and Geography,CAS,Xinjiang 830011,China;4.Cele National Station of Observation & Research for Desert-Grassland Ecosystem in Xinjiang,Cele 848300,China);The Study on the Reflectance Spectral Characteristic of Salt-Affected Soil in Typical Oasis of the Middle Reaches of Tarim River[J];Progress in Geography;2012-07
6 WANG Shao qiang 1, ZHOU Cheng hu 1, LIU Ji yuan 1, LI Ke rang 1, YANG Xiao mei 2 (1.The State Key Lab of Resources and Environment Information System, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Science;Simulation Analyses of Terrestrial Carbon Cycle Balance Model in Northeast China[J];Acta Geographica Sinica;2001-04
7 SONG Chunqiao1,2,YOU Songcai3,KE Linghong1,2,LIU Gaohuan1(1.State Key Lab of Resources and Environmental Information System,Institute of Geographic Sciences andNatural Resources Research,CAS,Beijing 100101,China;2.Graduate University of Chinese Academy of Sciences,Beijing 100049,China;3.Institute of Environment and Sustainable Development in Agriculture;Chinese Academy ofAgricultural Sciences,Beijing 100081,China);Analysis on Three NDVI Time-series Reconstruction Methods and Their Applications in North Tibet[J];Journal of Geo-Information Science;2011-01
8 GUO Ni(Institute of Arid Meteorology, CMA,Lanzhou,730020,China);Vegetation Index and Its Advances[J];;2003-04
9 CHEN Jin1,2,LI Zheng-hai2,JIA Shu-hai1,BAO Ya-jing2,WANG Hai-mei3,BAO Narentuya4(1.College of Land and Environment,Shenyang Agricultural University,Shenyang 110866,China;2.College of Life Science,Dalian Nationalities University,Dalian 116600,China;3.Inner Mongolia Meteorological Observatory,Hohhot 010051,China;4.College of Ecology and Environmental Science,Inner Mongolia Agricultural University,Hohhot 010018,China);Temporal and Spatial Changes of Climate Aridity in Xilinguole Steppe Region[J];Journal of Inner Mongolia University(Natural Science Edition);2011-03
10 Wu Wenbin 1,2,3 ,Yang Peng 1,2 ,Tang Huajun 1,2 ,Zhou Qingbo 1,2 ,Shibasaki Ryosuke 3 ,Zhang Li 1,2 (1.Institute of Agricultural Resources and Regional Planning,Chinese Academy of Agricultural Sciences,Beijing 100081,China; 2.Key Laboratory of Resources Remote Sensing and Digital Agriculture,Ministry of Agriculture,Beijing 100081,China; 3.Center for Spatial Information Science,University of Tokyo,Tokyo 153-8505,Japan);Comparison of two fitting methods of NDVI time series datasets[J];Transactions of the Chinese Society of Agricultural Engineering;2009-11
Chinese Journal Full-text Database 10 Hits
1 YUAN Jin-guo et al (College of Resource and Environmental Sciences, Hebei Normal University, Shijiazhuang, Hebei 050016);Forest Dynamic Monitoring of Remote Sensing in Controlling Area of Wind and Sand Source[J];Journal of Anhui Agricultural Sciences;2005-03
2 LIU Wei et al(Department of Grassland Science,Sichuan Agricultural University,Yaan,Sichuan 625014);A Primary Study on Modeling for Eupatorium adenophorum Spreng.Invasion Monitoring in Xichang City Based on NDVI[J];Journal of Anhui Agricultural Sciences;2008-17
3 HUANG Xue-feng et al(Economics and Management College,Sichuan Agricultural Unviersity,Yaan,Sichuan 625014);Study on NDVI Changes in Sichuan Basin Based on Landsat[J];Journal of Anhui Agricultural Sciences;2009-07
4 XIA Hao-ming et al(School of Resources and Earth Science,China University of Mining & Technology,Xuzhou,Jiangsu 220008);Effects of Freezing Disaster on Green-up Date of the Vegetation Using MODIS/EVI Time Series Data[J];Journal of Anhui Agricultural Sciences;2009-23
5 ZHANG Xue-yi(Ningxia Key Laboratory for Meteorological Disaster Prevention and Reduction,Yinchuan,Ningxia 750002);Introduction of Several Vegetation Indices Based on EOS / MODIS[J];Journal of Anhui Agricultural Sciences;2009-26
6 LIU Guo-zhen et al(Land Consolidation Service Center of Hebei Province,Shijiazhuang,Hebei 050051);RS Characteristics Analysis of Rock Desertification in Southwest of China[J];Journal of Anhui Agricultural Sciences;2010-16
7 LU Yuan et al(Faculty of Resources and Environmental Sciences,Guangxi Teachers College,Nanning,Guangxi 530001);Estimation of Net Primary Productivity in the Northern Tibet Plateau by Using Remote Sensing[J];Journal of Anhui Agricultural Sciences;2010-16
8 WANG Jun-hua et al(Guangxi Meteorological Disaster Mitigation Institute,Remote Sensing Application and Experiment Station of National Satellite Meteorological Center,Nanning,Guangxi 530022);Drought Monitoring and Evaluation of Sugarcane Growing Region Based on MODIS Data[J];Journal of Anhui Agricultural Sciences;2010-17
9 JIANG Jiao-jiao LI Guo-chun JIANG Peng WEN Ri-hong YANG Meng(Shenyang Agricultural University,Shenyang Liaoning 110866);Remote Sensing Monitoring of Spring Vegetation Coverage Variation in Liaoning Province During Recent Ten Years[J];Modern Agricultural Sciences and Technology;2010-08
10 HUANG Xiao-dong,ZHANG Xue-tong,LI Xia,LIANG Tian-gang(Key Laboratory of Grassland Agro-ecology System,Ministry of Agriculture,College of Pastoral Agriculture Science and Technology,Lanzhou University,Lanzhou Gansu 730020,China);Accuracy Analysis for MODIS Snow Products of MOD10A1 and MOD10A2 in Northern Xinjiang Area[J];Journal of Glaciology and Geocryology;2007-05
China Proceedings of conference Full-text Database 10 Hits
1 CHUAI Xiaowei1,HUANG Xianjin1,2,ZHENG Zeqing1,WANG Wanjing1(1.School of Geographic & Oceanic Science,Nanjing University,Nanjing,210093;2.Land Development and Consolidation Technology Engineering Center of Jiangsu Province,Nanjing,210093;);Land Use Structure Optimization based on Carbon Storage of Terrestrial Ecosystems in Jiangsu Province[A];Chinese Society of Agricultural Engineering[C];2011
2 WANG Jing~1,GUO Ni~1,WANG Zhen-guo~2,LI Xiao-yuan~2 (1.Lanzhou Institute of Arid Meteorology,CMA,Key Laboratory of Arid Climatic Change and Reducing Disaster of Gansu Province,Key open laboratory of arid climate change and disaster reduction of CMA, Lanzhou 730020,China) (2.Gannan Meteorological Bureau,Hezuo 747000,China).;Mointoring model of aboveground biomass in Gannan grassland based on remote sensing[A];[C];2009
3 ZHUANG Chang-wei OUYANG Zhi-yun XU Wei-hua ZHENG Hua WANG Xiao-ke Bai Yang (State Key Laboratory of Urban and Regional Ecology,Research Center for Eco-Environment Sciences,Chinese Academy of Sciences,Beijing 100085,China);The analysis of spatial pattern of ecosystem in Haihe River Basin based on MODIS data[A];[C];2008
4 HUANG Xiao-Dong,LI Xia,LIANG Tian-Gang (Key Laboratory of Grassland Agro-ecology System, Ministry of Agriculture, College of Pastoral Agriculture Science and Technology, Lanzhou University, P. 0. Box 61, Lanzhou City, 730020, China, );Dynamics of MODIS vegetation indices and the relationships with climate factors for different grassland types in northern Xinjiang[A];[C];2006
5 Zhang Shuyu , Li Dengke, Li Xingmin, Zhou Hui (shaanxi Remote Sensing Information Center for Agriculture, Xi’an 710014, china);APPLICATION OF MONITORING AND EVALUATING BY VEGETATION INDEXES IN COUNTRY REGION[A];[C];2005
6 Zhao Ling1.2 Zhou Suoquan1 (Nanjing Institute of Meteorology, Nanjing 210044; 2. Da Xinganling Meteorological Bureau, Jiagedaqi ,Heilongjiang Province);Numerical Experiment Analysis of Climatic Factors on The Deciduous Needle-leaf Forest’s NPP in Cold-temperate Zone[A];[C];2005
7 Liu Shao-Jun , Zhang Jin-Hong , Chen Hui-Lin,Chen De-_ming , Tian Guang-hui ( Hainan climate center , Haikou ,Hainan 570203);Study on Driver Factors of Vegetation Index in HaiNan Island[A];[C];2006
8 Huang Yong Liu Huimin Zhang Hongqun (Anhui Meteorological Institute, Anhui Hefei, 230031);Classification of Land Vegetable base on Fourier transform[A];[C];2006
9 Yan Xiaoyu1, Dong Wenjie2, He Yong2 (1.Chinese Academy of Meteorological Sciences, CMA, Beijing 100081, China;2.National Climate Center, CMA, Beijing 100081, China);Analysis of the Suitability from Different Remote Sensing Data on the Monitoring of Vegetation Change in Ruoergai March[A];[C];2008
10 WANG Jing1, GUO Ni1 (1. Lanzhou Institute of Arid Meteorology, CMA, Key Laboratory of Arid Climatic Change and Reducing Disaster, Key open laboratory of arid climate change and disaster reduction of CMA, Lanzhou 730020,China).;Preliminary Comparison of Single Band Reflectance and Vegetation Index between Terra MODIS and Aqua MODIS[A];[C];2008
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 LI Zhengguo1,2,TANG Huajun1,2,YANG Peng1,2,,ZHOU Qingbo1,2,WANG Yanglin3,WU Wengbin1,2,YIN He3,ZHANG Li1,2 1.Key Laboratory of Resources Remote Sensing and Digital Agriculture(MOA),Beijing 100081;2.Institute of Agricultural Resources and Regional Planning,Chinese Academy of Agricultural Sciences,Beijing 100081;3.College of Urban and Environmental Sciences,Peking University,Beijing 100871;Identification and Application of Seasonality Parameters of Crop Growing Season in Northeast China Based on NDVI Time Series Data[J];Acta Scientiarum Naturalium Universitatis Pekinensis;2011-05
2 ZHU Qi-uan,ZHANG Wan-chang,YU Jun-hui (International Institute for Earth System Science, Nanjing University, Nanjing 210093,China);The Spatial Interpolations in GIS[J];Journal of Jiangxi Normal University (Natural Sciences Edition);2004-02
3 WANG Li-hui1,2,HUANG Jin-liang1,SUN Jun-ying1,2(1.Institute of Geodesy and Geophysics,Chinese Academy of Sciences,Wuhan 430077,China;2.Graduate University of Chinese Academy of Sciences,Beijing 100049,China);MONITORING FOR MULTIPLE CROPPING INDEX OF CULTIVATED LAND IN CENTRAL CHINA USING TIME SERIES OF MODIS-EVI[J];Resources and Environment in the Yangtze Basin;2010-05
4 WANG Quan-fang,ZHANG Hai-wen,SUN Hang-zhou,WANG Qian(School of Resources and Environmental Science,Hubei University,Wuhan 430062,China);SEASONAL VARIATION CHARACTERISTICS OF VEGETATION FRACTION IN THE HILLY SOUTHEASTERN HUBEI PROVINCE,USING TIME-SERIES MODIS250 M NDVI DATA[J];Resources and Environment in the Yangtze Basin;2010-08
5 LI Zhenqing, LIU Zhenguo, CHEN Zuozhong, YANG Zonggui(Institute of Botany, Chinese Academy of Sciences, Beijing 100093, China);The effects of climate changes on the productivity in the Inner Mongolia steppe of China[J];Acta Pratacultural Science;2003-01
6 FANG Bin1,CHEN Bo2,ZHANG Yuan2(1.Sky-To-Earth System of Systems(STESS),Academy of Opto-Electronics,CAS,Beijing 100080;2.College of Hydrology and Water Resource,Hohai University,Nanjing 210098,China);Research on Scale Selection and Mapping of Inspecting Biologic Diversity Using Remote Sensing[J];Geography and Geo-Information Science;2007-06
7 WEN Xing-ping1,2,HU Guang-dao1,2,YANG Xiao-feng3(1.Institute of Mathematic Geology and Remote Sensing Geology,China University of Geosciences,Wuhan 430074;2.State Key Laboratory of Geological Processes and Mineral Resources,Wuhan 430074;3.College of Environmental Science and Engineering,Nanjing University of Information Science & Technology,Nanjing 210044,China);Extracting Vegetation Coverage from Hyperspectral Remote Sensing Image Using Spectral Feature Fitting[J];Geography and Geo-Information Science;2008-01
8 HAO Cheng-yuan,MA Chun-yan,ZHU Zong-ze(College of Surveying & Land Information Engineering,Henan Polytechnic University,Jiaozuo 454000,China);Comparison of Vegetation Indices from AVHRR and MODIS in Seasonal Information[J];Geography and Geo-Information Science;2009-06
9 FAN Yan-guo,HOU Chun-ling,ZHU Hao,WU Teng-teng,SUN Yuan-fang(College of Geo-Resource and Information,China University of Petroleum,Qingdao 266555,China);Research on Salinity Inversion from Remote Sensing of Saline Soil Based on BP Neural Network[J];Geography and Geo-Information Science;2010-06
10 WANG Shao qiang 1, ZHOU Cheng hu 1, LUO Cheng wen 2 (1 The State Key Lab of Resources and Environment Information System, Institute of Geography, Beijing 100101; 2 Luo Chengwen, Zhanjiang Normal School, Zhanjiang 524000);Studying Carbon Storage Spatial Distribution of Terrestrial Natural Vegetation in China[J];PROGRESS IN GEOGRAPHY;1999-03
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