遥感应用 |
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基于MODIS NDVI时间序列的土地覆盖分层分类方法研究 |
王志慧1,2,李世明1,刘良云2,时 爽3 |
(1.中国林业科学研究院资源信息研究所,北京 100091;2.中国科学院遥感与数字地球研究所
数字地球重点实验室,北京 100094;3. 黄河水利委员会新闻宣传出版中心,河南 郑州 450003) |
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Hierarchical Land Cover Classification based on
MODIS NDVI Time-series |
Wang Zhihui1,2,Li Shiming1,Liu Liangyun2,Shi Shuang3 |
(1.Institute of Forest Resource Information Techniques,Chinese Academy of Forestry,Beijing 100091,China;
2.Key Laboratory of Digital Earth Science,Institute of Remote Sensing and Digital Earth,
Chinese Academy of Sciences,Beijing 100094,China;
3.Press and Publication Center,Yellow River Conservancy Commission,Zhengzhou 450003,China) |
[1] Chu Duo,Basanta Shrestha,Wang Wei,et al.Land Cover Mapping in the Tibet Plateau Using MODIS Imagery[J].Resources Science,2010,32(11):2152-2159.[除多,Basanta Shrestha,王伟.基于MODIS的西藏高原土地覆盖分类研究[J].资源科学,2010,32(11):2152-2159.][2] Liu Qingfeng ,Liu Jiping,Song Kaishan.Land Cover Classification based on MODIS/NDVI Times Series Data[J].Journal of the Graduate School of the Chinese Academy of Sciences,2010,27(2):163-169.[刘庆凤,刘吉平,宋开山.基于MODIS/NDVI时序数据的土地覆盖分类[J].中国科学院研究生院学报,2010,27(2):163-169.][3] Muchoney D M,Borak J,Chi H,et al.Application of The MODIS Global Supervised Classification Model to Vegetation and Land Cover Mapping of Central America[J].International Joumal of Remote Sensing,2000,21(6-7):1115-1138.[4] Liu Yonghong,Niu Zheng,Wang Changyao.Research and Application of the Decision Tree Classification Using MODIS Data[J].Journal of Remote Sensing,2005,9(4):405-412.[刘勇洪,牛铮,王长耀.基于MODIS数据的决策树分类方法研究与应用[J].遥感学报,2005,9(4):405-412.][5] Xu Xiaotao,Han Tao,Xie Yaowen.Comparison of the Land Cover Classification Methods based on Single-temporal MODIS Data[J].Agricultural Research in the Arid Areas,2008,26(3):253-258.[徐晓桃,韩涛,颉耀文.基于单时相 MODIS 数据的土地覆盖三种分类方法对比研究[J].干旱地区农业研究,2008,26(3):253-258.][6] Friedl M A,Sulla-Menashe D,Tan B,et al.MODIS Collection 5 Global Land Cover:Algorithm Refinements and Characterization of New Datasets[J].Remote Sensing of Environment,2010,114:168-182.[7] Liu Yonghong,Niu Zheng.Reginal Land Cover Image Classification and Accuracy Evaluation Using MODIS Data[J].Remote Sensing Technology and Application,2004,19(4):217-224.[刘勇洪,牛铮.基于MODIS遥感数据的宏观土地覆盖特征分类方法与精度分析研究[J].遥感技术与应用,2004,19(4):217-224.][8] Liu J Y,Liu M L,Tian H Q,et al.Spatia Land Temporal Patterns of China’s Cropland during 1990~2000:An Analysis based on Landsat TM Data[J].Remote Sensing of Environment,2005,98:442-456.[9] Yu Xinfang.Forest Phenological Monitoring and Forest Type Identifying Using Multi-temporal MODIS Data[D].Beijing:Institute of Geographic Sciences and Natural Resources Research,Chinese Academy of Sciences,2005.[于信芳.基于MODIS数据的森林物候期遥感监测及森林类型识别研究[D].北京:中国科学院地理科学与资源研究所,2005.][10] Wu Wenbin,Yang Peng,Tang Huajun,et al.Comparison of Two Fitting Methods of NDVI Time Series Datasets[J].Transactions of the Chinese Society of Agricultural Engineering,2009,25(11):183-188.[吴文斌,杨鹏,唐华俊,等.两种NDVI时间序列数据拟合方法比较[J].农业工程学报,2009,25(11):183-188][11] Chen J,Jonsson P,Masayuki Tamura,et al.A Simple Method for Reconstructing a High-quality NDVI Time-series Dataset based on the Savitzky-Golay Filter[J].Remote Sensing of Environment,2004,91:332-344.[12] Liu Liangyun,Wang Jihua,Zhao Chunjiang,et al.Study of Floating Prior Probability MLC based on Spatial Features and Local Spatial Autocorrelation[J].Journal of Remote Sensing,2006,10(2):227-235.[刘良云,王纪华,赵春江,等.基于地物空间信息的浮动先验概率的最大似然分类研究[J].遥感学报,2006,10(2):227-235.][13] Jakubauskas Mark E,David R.Legates,Jude H.Kastens.Crop Identification Using Harmonic Analysis of Time-series AVHRR NDVI Data[J].Computers and Electronics in Agriculture,2002,37:127-139.[14] Jakubauskas M E,Legates D R,Kastens J H.Harmonic Analysis of Time-series AVHRR NDVI data[J].Photogrammetric Engineering & Remote Sensing,2001,67(4):461-470.[15] Pringle M J,Denham R J,Devadas R.Identification of Cropping Activity in Central and Southern Queensland,Australia,with the Aid of MODIS MOD13Q1 Imagery[J].International Journal of Applied Earth Observation and Geoinformation,2012,19:276-285.[16] Schneider A,Friedl M A,Potere D.Mapping Global Urban Areas Using MODIS 500-m Data:New Methods and Datasets based on ‘Urban Ecoregions’[J].Remote Sensing of Environment,2010,114(8):1733-1746.[17] Colditz R R,Schmidt M,Conrad C,et al.Land Cover Classification with Coarse Spatial Resolution Data to Derive Continuous and Discrete Maps for Complex Regions[J].Remote Sensing of Environment,2011,115(12) :3264-3275.[18] Sulla-Menashe D,Friedl M A,Krankina O N,et al.Hierarchical Mapping of Northern Eurasian Land Cover Using MODIS Data[J].Remote Sensing of Environment,2011,115(2):392-403.[19] Zhang X,Sun R,Zhang B,et al.Land Cover Classification of the North China Plain Using MODIS_EVI Time Series[J].ISPRS Journal of Photogrammetry and Remote Sensing,2008,64(4):476-484.[20] Klein I,Gessner U,Kuenzer C.Regional Land Cover Mapping and Change Detection in Central Asia Using MODIS Time-series[J].Applied Geography,2012,35(1-2):219-234. |
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