遥感技术与应用 2015, Vol. 30 Issue (4): 737-743 DOI: 10.11873/j.issn.1004-0323.2015.4.0737 |
图像与数据处理 |
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Logistic函数方法拟合多时序NDVI数据的改进研究 |
刘亚南1,2,3,肖飞1,2,杜耘1,2
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(1.中国科学院测量与地球物理研究所,湖北 武汉 430077;
2.湖北省环境与灾害监测评估重点实验室,湖北 武汉 430077;
3.中国科学院大学,北京 100049) |
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Improved Logistic Model for Fitting Time-series NDVI Data |
Liu Yanan1,2,3,Xiao Fei1,2,Du Yun1,2
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(1.Institute of Geodesy and Geophysics,Chinese Academy of Sciences,Wuhan 430077,China;
2.Key Laboratory for Environment and Disaster Monitoring and Evaluation,Wuhan 430077,China;
3.University of Chinese Academy of Sciences,Beijing 100049,China) |
[1]Ackerman S A,Strabala K I,Menzel W P,et al.Discriminating Clear Sky from Clouds with MODIS[J].Journal of Geophysical Research,1998,103(32):141-157.[2]Zhang Huanxue,Cao Xin,Li Qiangzi et al.Research on Crop Identification Using Multi-temporal NDVI HJ Images[J].Remote Sensing Technology and Application,2015,30(2):304-311.[ 张焕雪,曹新,李强子,等.基于多时相环境星NDVI时间序列的农作物分类研究[J].遥感技术与应用,2015,30(2):304-311.][3]Cihlar J,Ly H,Li Z Q,et al.Multitemporal,Multichannel AVHRR Data Sets for Land Biosphere Studies Artifacts and Corrections[J].Remote Sensing of Environment,1997,60(1):35-57.[4]Li Hangyan,Xie Yaowen,Ma Mingguo.Reconstruction of Temporal NDVI Dataset:Evaluation and Case Study[J].Remote Sensing Technology and Application,2009,24(5):596-602.[李杭燕,颉耀文,马明国.时序NDVI数据集重建方法评价与实例研究[J].遥感技术应用,2009,24(5):596-602.][5]Guo Wenjing,Li Ainong,Zhao Zhiqiang,et al.Constructing the Time-series NDVI Dataset with a High Spatial and Temporal Resolution through Fusing AVHRR with TM Data[J].Remote Sensing Technology and Application,2015,30(2):267-276.[ 郭文静,李爱农,赵志强,等.基于AVHRR和TM数据的时间序列较高分辨率NDVI数据集重构方法[J].遥感技术与应用,2015,30(2):267-276.][6]Lloyd D.A Phonological Classification of Terrestrial Vegetation Cover Using Shortwave Vegetation Index Imagery[J].International Journal of Remote Sensing,1990,11(12):2269-2279.[7]White M A,Thornton P E,Running S W,et al.A Continental Phenology Model for Monitoring Vegetation Responses to Interannual Climatic Variability[J].Global Biogeochemical Cycles,1997,11(2):217-234.[8]Reed B C,Brown J F,Vander Zee D.Measuring Phenological Variability from Satellite Imagery[J].Journal of Vegetation Science,1994,5(5):703 -714.[9]Kaduk J,Heimann M.A Prognostic Phenology Scheme for Global Terrestrial Carbon Cycle Models[J].Climate Research,1996,6(1):1-19.[10]Zhang X Y,Friedl M A,Schaaf C B,et al.Monitoring Vegetation Phenology Using MODIS[J].Remote Sensing of Environment,2003,84(3):471-475.[11]Moulin S,Kergoat L,Viovy N,et al.Global-scale Assessment of Vegetation Phenology Using NOAA/AVHRR Satellite Measurements[J].Journal of Climate,1997,10(6):1154-1170.[12]Pieter S A,Beck,Atzberer C,et al.Improved Monitoring of Vegetation Dynamics at very High Latitudes:A New Method Using MODIS NDVI[J].Remote Sensing of Environment,2005,100(3):321-334.[13]Wu Wenbing,Yang Peng,Tang Huajun,et al.Spatio-temporal Variations in the Starting Dates of Growing Season in China’s Cropland over the Past 20 Years[J].Acta Ecologica Sinica,2009,29(4):1777-1786.[吴文斌,杨鹏,唐华俊,等.过去二十年年中国耕地生长季起始期的时空变化[J].生态学报,2009,29(4):1777-1786.][14]Miao Cuicui,Jiang Nan,Peng Shikui,et al.Extraction of Paddy Land Area based on NDVI Time-series Data :Taking Jiangsu Province as an Example[J].Journal of Geo-Information Science,2011,13(2):274-278.[苗翠翠,江南,彭世揆,等.基于NDVI 时序数据的水稻种植面积遥感监测分析——以江苏省为例[J].地球信息科学学报,2011,13(2):274-278.][15]Habib A S,Chen X L,Gong J,et al.Analysis of China Vegetation Dynamics Using NOAA-AVHRR Data from 1982 to 2001[J].Geo-spatial Information Science.2009,12(2):146-153.[16]Liu Jun,Tian Qingjiu,Huang Yan,et al.Monitoring Phenology of Summer Maize in Huang-Huai-Hai Using Remote Sensing Technology[J].Remote Sensing Information,2013,28(3):85-90.[刘珺,田庆久,黄彦,等.黄淮海夏玉米物候期遥感监测研究[J].遥感信息,2013,28(3):85-90.][17]Zhang Mingwei.Study on the Method of Crop Pehnology Detection and Crop Types Discrimination based on MODIS Data[D].Wuhan:College of Resources and Environment,Huazhong Agricultural University,2006.[张明伟.基于MODIS数据的作物物候期监测及作物类型识别模式研究[D].武汉:华中农业大学资源与环境学院,2006.][18]Badhwar G D.Automatic Dorn-soybean Classification Using Landsat MSS Data:II.Early Season Crop Proportion Estimation[J].Remote Sensing of Environment,1984,14(1):31-37.[19]Wu Yongfeng,Li Maosong,Li Jing.Research on a Detection Method of Chinese Terrestrial Vegetation Greenness Periods based on Remote Sensing[J].Journal of Remote Sensing,2008,12(1):92-103.[武永峰,李茂松,李京.中国植被绿度期遥感监测方法研究[J].遥感学报,2008,12(1):92-103.][20]Cui Dangqun.Biostatistics[M].Beijing:China Science and Technology Press,1994.[崔党群.生物统计学[M].北京:中国科学技术出版社,1994.][21]Song Chunqiao,Ke Linghong,You Songcai,et al.Comparison of Three Time-series Fitting Models based on TIMESAT——Taking the Grassland in Northern Tibet as Case[J].Remote Sensing Technology and Application,2011,26(2):147-153.[宋春桥,柯灵红,游松财,等.基于TIMESAT的3种时序 NDVI拟合方法比较研究——以藏北草地为例[J].遥感技术与应用.2011,26(2):147-153.][22]Song Chunqiao,Ke Linghong,You Songcai,et al.Analysis on Three NDVI Time-series Reconstruction Methods and Their Applications in North Tibet[J].Journal of Geo-Information Science,2011,13(1):135-142.[宋春桥,游松财,柯灵红,等.藏北地区三种时序 NDVI重建方法与应用分析[J].地球信息科学学报.2011,13(1):135-142.] |
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