遥感应用 |
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一种抗时序数据噪声的冬小麦识别方法研究 |
姜涛1,2,朱文泉1,2,詹培1,2,唐珂1,2,崔雪锋1,3,张天一4 |
(1. 北京师范大学地表过程与资源生态国家重点实验室,北京100875;2. 北京师范大学地理科学学部遥感科学与工程研究院,北京100875;3. 北京师范大学系统科学学院,北京100875;4. 中国科学院大气物理研究所大气边界层物理和大气化学国家重点实验室,北京100029)
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An Anti noise Identification Methodfor Winter Wheat based on Satellite Time series Data |
Jiang Tao,Zhu Wenquan,Zhan Pei,Tang Ke,Cui Xuefeng,Zhang Tianyi |
(1.State Key Laboratory of Earth Surface Processes and Resource Ecology,Beijing Normal University,
Beijing 100875,China;2.Institute of Remote Sensing Science and Engineering,Faculty of
Geographical Science,Beijing Normal University,Beijing 100875,China;3.School of Systems
Science,Beijing Normal University,Beijing 100875,China;4.State Key Laboratory of
Atmospheric Boundary Layer Physics and Atmospheric Chemistry,Institute of Atmospheric Physics,Chinese Academy of Sciences,Beijing 100029, |
[1]Quan Wenting, Wang Zhao. Researches on the Extraction of Winter Wheat Planting Area Using Remote Sensing Method[J]. Remote Sensing for Land and Resources, 2013, 25(4): 8-15.[权文婷,王钊.冬小麦种植面积遥感提取方法研究[J].国土资源遥感, 2013,25(4): 8-15.]
[2]Huang Qing,Zou Jinqiu,Deng Hui,et al.Remote Sensing Extraction and Growth Monitoring of Winter Wheat and Rice in Anhui Province in 2009 based on MODISNDVI[J].Journal of Anhui Agricultural Sciences,2010,38(29): 16527-16529.[黄青,邹金秋,邓辉,等.基于MODISNDVI的安徽省2009年冬小麦及一季稻面积遥感提取及长势监测[J].安徽农业科学,2010,38(29): 16527-16529.]
[3]Zhang Xiwang,Qin Yaochen,Qin Fen.Remote Sensing Estimation of Planting Area for Winter Wheat by Intergrating Seasonal Rhythms and Spectral Characteristics[J].Transactions of the Chinese Society of Agricultural Engineering,2013,29(8):154-163.[张喜旺,秦耀辰,秦奋.综合季相节律和特征光谱的冬小麦种植面积遥感估算[J].农业工程学报,2013,29(8): 154-163.]
[4]Tang Huajun,Wu Wenbin,Yang Peng,et al.Recent Progresses in Monitoring Crop Spatial Patterns by Using Remote Sensing Technologies[J].Scientia Agricultura Sinica,2010,43(14): 2879-2888.[唐华俊,吴文斌,杨鹏,等.农作物空间格局遥感监测研究进展[J].中国农业科学,2010,43(14): 2879-2888.]
[5]Chen Jian,Liu Yunhui,Yu Zhenrong.Planting Information Extraction of Winter Wheat based on the Timeseries MODISEVI[J].Chinese Agricultural Science Bulletin,2011,27(1): 446-450.[陈健,刘云慧,宇振荣.基于时序MODIS_EVI数据的冬小麦种植信息提取[J].中国农学通报,2011,27(1): 44-450.]
[6]Wu Bingfang.China Crop Watch System with Remote Sensing[J].Journal of Remote Sensing,2004,8(6): 481-495.[吴炳方.中国农情遥感速报系统[J].遥感学报,2004,8(6): 481-495.][7]Xu Qingyun,Yang Guijun,Long Huiling,et al.Crop Information Identification based on MODIS NDVI Timeseries Data[J].Transactions of the Chinese Society of Agricultural Engineering,2014,30(11): 134-144.[许青云,杨贵军,龙慧灵,等.基于MODIS NDVI多年时序数据的农作物种植识别[J].农业工程学报,2014,30(11): 134-144.]
[8]Chen Pengfei,Yang Fei,Du Jia.Yield Forecasting for Winter Wheat Using Time Series NDVI from HJ Satellite[J].Transactions of the Chinese Society of Agricultural Engineering,2013,29(11): 124-131.[陈鹏飞,杨飞,杜佳.基于环境减灾卫星时序归一化植被指数的冬小麦产量估测[J].农业工程学报,2013,29(11): 124-131.]
[9]Rembold F,Maselli F.Estimating Interannual Crop Area Variation Using Multiresolution Satellite Sensor Images[J].International Journal of Remote Sensing,2004,25(13): 2641-2647.
[10]Xu Wenbo,Zhang Guoping,Fan Jinlong,et al.Remote Sensing Monitoring of Winter Wheat Areas Using MODIS Data[J].Transactions of the Chinese Society of Agricultural Engineering,2007,23(12): 144-149.[许文波,张国平,范锦龙,等.利用MODIS遥感数据监测冬小麦种植面积[J].农业工程学报,2007,23(12): 144-149.]
[11]Upadhyay P,Ghosh S K,Kumar A.Temporal MODIS Data for Identification of Wheat Crop Using Noise Clustering Soft Classification Approach[J].Geocarto International,2015,31(3): 278-295.
[12]Zhang Xia,Jiao Quanjun,Zhang Bing,et al.Preliminary Study on Cropping Pattern Mapping Using MODIS-EVI Image Time Series[J].Transactions of the Chinese Society of Agricultural Engineering,2008,24(5): 161-165.[张霞,焦全军,张兵,等.利用MODIS-EVI图像时间序列提取作物种植模式初探[J].农业工程学报,2008,24(5): 161-165.]
[13]Huang Qing,Tang Huajun,Zhou Qingbo,et al.Remotesensing based Monitoring of Planting Structure and Growth Condition of Major Crops in Northeast China[J].Transactions of the Chinese Society of Agricultural Engineering,2010,26(9): 218-223.[黄青,唐华俊,周清波,等.东北地区主要作物种植结构遥感提取及长势监测[J].农业工程学报,2010,26(9): 218-223.]
[14]Hu Qiong,Wu Wenbin,Song Qian,et al.Recent Progresses in Research of Crop Patterns Mapping by Using Remote Sensing[J].Scientia Agricultura Sinica,2015,48(10): 1900-1914.[胡琼,吴文斌,宋茜,等.农作物种植结构遥感提取研究进展[J].中国农业科学,2015,48(10): 1900-1914.]
[15]Huang Ke,Liu Zhong,Yang Lifang.Evaluation of Winter Wheat Productivity in HuangHuaiHai Region by Multiyear Graded MODISNDVI[J].Transactions of the Chinese Society of Agricultural Engineering,2014,30(2): 153-161.[黄珂,刘忠,杨丽芳.基于多年MODISNDVI的黄淮海农区冬小麦生产力评价[J].农业工程学报,2014,30(2): 153-161.]
[16]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.]
[17]Zhang Han,Ren Zhiyuan.Comparison and Application Analysis of Several NDVI Timeseries Reconstruction Methods[J].2014,47(15): 2998-3008.[张晗,任志远.多种时序NDVI重建方法比较与应用分析[J].中国农业科学,2014,47(15): 2998-3008.]
[18]Song Chunqiao,You Songcai,Ke Linghong,et al.Analysis on Three NDVI Timeseries Reconstruction Methods and Their Applications in North Tibet[J].Journal of Geoinformation Science,2011,13(01): 133-143.[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(01): 133-143.]
[19]Chen J,Jnsson P,Tamura M,et al.A Simple Method for Reconstructing A Highquality NDVI Timeseries Data Set based on the SavitzkyGolay Filter[J].Remote Sensing of Environment,2004,91(3-4): 332-344.
[20]Huang Qing,Li Dandan,Chen Zhongxin,et al.Monitoring of Planting Area and Growth Condition of Winter Wheat in China based on MODIS Data[J].Transactions of the Chinese Society for Agricultural Machinery,2012,43(7): 163-167.[黄青,李丹丹,陈仲新,等.基于MODIS数据的冬小麦种植面积快速提取与长势监测[J].农业机械学报,2012,43(7): 163-167.]
[21]Duan Q,Sorooshian S,Gupta V.Effective and Efficient Global Optimization for Conceptual RainfallRunoff Models[J].Water Resources Research,1992,28(4): 1015-1031
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