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《Journal of Meteorology and Environment》 2011-02
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Advances in rice planting area extraction technology based on MODIS data

YU Wen-ying FENG Rui JI Rui-peng ZHANG Yu-shu CHEN Peng-shi ZHAO xian-li WU Jin-wen(Institute of Atmospheric Environment,China Meteorological Administration,Shenyang 110016,China)  
The changes of remote sensing data source,character index and temporal selection of remote sensing data and the development of remote sensing classification methods were summarized.The advances and development direction of applying MODIS image to extraction of the rice planting area were analyzed.The results indicate that MODIS data have many advantages such as high spectral,and temporal resolution,multi-temporal,cost savings compared with other remote sensing data,and it can improve the identification and monitoring accuracy and efficiency in rice planting area estimation in a large scale area.Application of MODIS data in rice planting area estimation has achieved good effects.The rice is identified and the planting area is extracted using the spectral bands sensitive to water bodies and vegetation or vegetation indices such as NDVI,LSWI and EVI and so on.Thus,the optimum time extracting rice planting area should be the transplanting period and booting stage of paddy.The traditional classification methods such as supervised classification and unsupervised classification are simple and are widely used.The new method developed recently could improve the accuracy of classification,such as decision tree,expert system,neural network and support vector machine methods that can extract the target objects more accurately.In the practical application,these methods are usually used in combination with traditional classification methods.The multi-temporal analysis method combines with high time,high resolution and high multi-spectral image in order to get crop planting area in a higher precision.Compared with the traditional method,the effect of classification improves greatly.For single or large rice planting area,the accuracy of rice planting area extraction is higher based on MODIS data,while it is lower for fragile plots.The accuracy could be improved if the additional data such as elevation and slope etc.are added and the multi-temporal classification methods are combined.
【Fund】: 中国气象局气象新技术推广项目“基于MODIS数据的水稻面积遥感定量提取技术”资助
【CateGory Index】: S127;S511
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Chinese Journal Full-text Database 10 Hits
1 GUO Jian1,2,ZHANG Ji-xian1,ZHANG Yong-hong1,CAO Yin-xuan1 1.Institute of Photogrammetry and Remote Sensing,Chinese Academy of Surveying and Mapping,Beijing 100039,China;2.School of Geomatics,Liaoning Technical University,Fuxin 123000,China;Study of the Comparison of Land Cover Classification for Multitemporal MODIS Images[J];Acta Geodaetica et Cartographica Sinica;2009-01
3 GUO Ni(Institute of Arid Meteorology, CMA,Lanzhou,730020,China);Vegetation Index and Its Advances[J];;2003-04
4 CHEN Shu,JU Wei-min(International Institute of Earth System Science,Nanjing University,Nanjing 210093,China);Classification Methods and Progress of Remote Sensing Image[J];Journal of Hebei Agricultural Sciences;2009-01
5 WU Yong-feng1,2 LI Mao-song1,2 SONG Ji-qing1,2(1.Institute of Environment and Sustainable Development for Agriculture,Chinese Academy of Agricultural Science,Beijing 100081,China;2.Key Laboratory of Agro-Environment & Climate Change,Ministry of Agriculture,Beijing 100081,China);Advance in vegetation phenology monitoring based on remote sensing[J];Journal of Meteorology and Environment;2008-03
6 QIU Xin fa, ZENG Yan [WT6BZ](Department of Environmental Sciences,NIM,Nanjing 210044);Estimation of rice planting area by virtue of NOAA/AVHRR thermal infrared data[J];JOURNAL OF NANJING INSTITUTE OF METEOROLOGY;2000-01
7 Cheng Qian1, Wang Renchao2 (1.College of Tourism, Zhejiang Gongshang University, Hangzhou 310035, China; 2.Institute of Agricultural Remote Sensing and Information Application, Zhejiang University, Hangzhou 310029, China);Estimation of the rice planting area using digital elevation model and multitemporal moderate resolution imaging spectroradiometer[J];Transactions of The Chinese Society of Agricultural Engineering;2005-05
8 Chen Shuisen(1,2), Liu Qinhuo1, Chen Liangfu(1,3), Li Jing1, Liu Qiang1nces, Beijing 100101, e, Guangzhou g Lake Ecological Environment and Resource Development, Jiangxi Normal University, Nanchang 330027, China);Review of research advances in remote sensing monitoring of grain crop area[J];Transactions of The Chinese Society of Agricultural Engineering;2005-06
9 Xu Wenbo1,Zhang Guoping2,Fan Jinlong3,Qian Yonglan2(1.Institute of Geo-Spatial Information Science and Technology,University of Electronic Science and Technology of China,Chengdu 610054,China;2.National Meteorological Center,China Meteorological Administration,Beijing 100081,China;3.National Satellite Meteorological Center,China Meteorological Administration, Beijing 100081,China);Remote sensing monitoring of winter wheat areas using MODIS data[J];Transactions of the Chinese Society of Agricultural Engineering;2007-12
10 Wu Mingquan,Wang Changyao,Niu Zheng(State Key Laboratory of Remote Sensing Science,Institute of Remote Sensing Applications,Chinese Academy of Sciences,Beijing 100101,China);Mapping paddy fields in large areas,based on time series multi-sensors data[J];Transactions of the Chinese Society of Agricultural Engineering;2010-07
Chinese Journal Full-text Database 10 Hits
1 FAN Keyan~1 TIAN Liping~1 XUE Lin~2 et al(1 Colllege of Biology,Shihezi University;2 Institute of Vegetable of Shihezi;Xinjiang Shihezi 832003);Application and Development of Remote Sensing in Estimation of Crop yield[J];Anhui Agricultural Science Bulletin;2006-11
2 DU Pei-lin et al(College of Life Science,Shihezi University,Shihezi,Xinjiang 832003);Application of the Remote Sensing in Production Estimation[J];Journal of Anhui Agricultural Sciences;2007-03
3 Gu Songgang Shi Peijun (Institute of Resources Science, Beijing Normal University; Key Laboratory of Environmental Change and Natural Disaster, Ministry of Education: 100875, Beijing, China);ESTIMATION OF SEA ICE RESOURCES IN LIAODONG BAY ON DECOMPOSING MIXED PIXELS[J];Journal of Beijing Normal University(Natural Science);2004-03
4 LIU Fu-jiang1,2,WU Xin-cai2,GUO Yan3,SUN Hua-shan4,MEI Lin-lu21.School of the Earth Sciences and Resources,China University of Geosciences,Beijing 100083,China2.Faculty of Information Engineering,China University of Geosciences,Wuhan 430074,China3.School of Computer,China University of Geosciences,Wuhan 430074,China4.Faculty of Resources,China University of Geosciences,Wuhan 430074,China;Vegetation Anomalies of the Zhaoyuan Gold Deposits,Shandong Province and Its Significance in Remote Sensing Exploration[J];Journal of Jilin University(Earth Science Edition);2007-03
5 WU Jian,PAN Jun,XING Li-xin,LIU An-tao College of GeoExploration of Science and Technology,Jilin University, Changchun 130026,China;Distilling Type Information of Vegetation Based on Slight Subarea[J];Journal of Jilin University(Earth Science Edition);2007-S1
6 LIU Hai,DENG Wen-sheng(School of Resources and Environment,Hubei University,Wuhan 430062,China);A extraction method of rice remote sensing information based on evidence theory[J];Science of Surveying and Mapping;2008-05
7 MA Hao JIANG Tao CAI Yu-lin (Geomatics College,Shandong University of Science and Technology,Qingdao Shandong 266510,China);The research of soil moisture inversion based on empirical model in Western region of China[J];Science of Surveying and Mapping;2008-S1
8 SHA Zong yao, BIAN Fu ling;3S" Application in Agriculture and Precision Farming[J];Bulletin of Surveying and Mapping;2003-06
9 LI Xia,CUI Xia,HUANG Xiao-Dong,LIANG Tian-Gang(College of Pastoral Agriculture Science and Technology,Lanzhou University,Key Laboratory of Grassland Agro-ecology System,Ministry of Agriculture,Lanzhou 730020,China);Spatial and Temporal Change of MODIS vegetation indices for different grassland in northern Xingjiang[J];Pratacultural Science;2007-09
10 LIU Geng,BI Ru-tian,CHU Ya-hong (College of Resource and Environment,Shanxi Agriculture University,Taigu 030801 China);Vegetation Index Analyses of Shanxi Province Base on MODIS Remote Sensing Image[J];Geomatics & Spatial Information Technology;2008-01
China Proceedings of conference Full-text Database 10 Hits
1 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
2 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
3 Huang Yong Liu Huimin Zhang Hongqun (Anhui Meteorological Institute, Anhui Hefei, 230031);Classification of Land Vegetable base on Fourier transform[A];[C];2006
4 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
5 ;基于知识与监督分类的青南高原植被信息提取[A];[C];2008
6 Chen Bing~(1,2) Wang Keru~(1,2) Li Shaokun~(1,2) Wang Fangyong~(1,2) Lai Junchen~(1,2) Xiao Chunhua~(1,2) Ming Bo~(1,2) (1 Shihezi University Key Laboratory of Oasis Ecology Agriculture of Xinjiang Bingtuan,shihezi, xinjiang832000,China; 2 Institute of Crop Science,Chinese Academy of Agricultural Sciences,Beijing,China 100081);Spectrum Characteristics of Cotton Canopy Infected By Verticillium Wilt and Inversion of Severity Level[A];[C];2008
7 LIU Zi-heng,CHANG Jing,TANG Yan-lin ( College of Science,Guizhou University,Guiyang 550025,China );Study on the Correlation Between SPAD Values and Spectra of Rice Leaf Under Sulfur Dioxide Fumigation Condition[A];[C];2009
8 WANG Jing1,GUO Ni1,WANG Zhen-guo2,LI Xiao-yuan2 (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];2010
9 PU Yun-jin1,JIN Lu-sheng,HAN Chun-guang (Shihezi meteorological bureau,Shihezi Xinjiang 832000);The analysis of MODIS Vegetation Index and Meteorological factors in Xinjiang[A];[C];2010
10 Li Li 1,Kuang Zhaomin2,Zhong Shiquan,Mo Jianfei,Ding Meihua,Li Yuhong Guangxi Zhuang Autonomous Region Institute of Meteorological and Disaster-Mitigation Research,Remote Sensing Application Test Base,National Satellite Meteorological Center Nanning,China;Preliminary study of discrimination of sugarcane in GuangXi with HJ-1-A,B data[A];[C];2010
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 Qian Jin et al (Extension Station of Agricultural Technique of Xuancheng Prefecture, Xuancheng 242000);Soil Evaluation of Right Crop for Right Land in Xiancheng Prefecture.[J];Journal of Anhui Agricultural Sciences;2000-04
2 ZHANG Peng-tao et al(Agricultural University of Hebei,Baoding,Hebei 071001);Application of the Artificial Neural Network in the Study on Agro-natural Resources[J];Journal of Anhui Agricultural Sciences;2007-27
3 HUANG Yong et al (Meteorological Science Institute of Anhui Province,Key Laboratory of Atmospheric Science and Satellite Remote Sensing of Anhui Province,Hefei,Anhui 2300361);NDVI Time Series Analysis of Representative Ground Object in Anhui Province[J];Journal of Anhui Agricultural Sciences;2008-20
4 ZHANG SuLab of Survey,Department of Civil Engineering,Tsinghua University,Beijing 100084,China;The research on the application of geographic frequency spectroscopy in interpreting remote sensing image[J];Journal of Chengdu University of Technology(Science & Technology Edition);2006-02
5 WANGJian-mei,LI De-ren;A Study of Fusion Algorithms of QuickBird Pan and Multispectral Images for Land Cover Classification[J];Bulletin of Surveying and Mapping;2005-10
6 LI Shuiming~1.2 SHU Ning1 (1 School of Remote Sensing and Information Engineering. Wuhan University, 129 Luoyu Road, Wuhan 430079, China; 2 Guiling Institute of Mine Geology, 2 Jinxing Road, Guiling 541004, China);APPLICATION OF MODIS DATA TO MONITORING AND EVALUATING ECOLOGICAL ENVIRONMENT IN GUANGXI[J];Wtusm Bulletin of Science and Technology;2005-01
7 Jiang Nan He Longhua (Nanjing Institute of Geography & Limonology, the Chinese Academy of Sciences, Nanjing 210008) Wang Yanyi (Institute of Agricultural Modernization,Jiangsu Academy of Agriultural Science, Nanjing 210014);STUDY ON PADDY YIELD ESTIMATION IN JIANGSU PROVINCE WITH REMOTE SENSING METHOD[J];PESOURCES AND ENUIRONMENT IN THE YANGTZA VALLEY;1996-02
8 ZHAO Bing-ru~1, LIU Chuang~1, LIU Ai-jun~2, WANG Zheng-xing~1(1.Global Change Information Research Center, Institute of Geography Science and Natural Resources Research, Chinese Academy of Science, Beijing 100101,China;(2. Inner Mongolia Academy of Survey and Plan of Grassland,Hohhot 010051,China);Estimate the yield of grassland using MODIS-NDVI——a case study of the grassland in Xilinguole in Inner Mongolia[J];Pratacultural Science;2004-08
9 QI Shuhua, WANG Changyao, NIU Zheng, LIU Zhengjun (The State Key Laboratory of Remote Sensing Science, Institute of Remote Sensing Applications, CAS, Beijing 100101, China; School of Geography and Environment, Jiangxi Normal University, Nanchang 333000 );SVI and VCI Based on NDVI Time-Series Dataset Used to Monitor Vegetation Growth Status and Its Response to Climate Variables[J];Progress In Geography;2004-03
10 ZHANG Shu wen, BO Li qun (Changchun Institude of Geography, Chinses Academy of Sciences,Changchun, Jilin 130021);Study on Ecoland Classification of Remote Sensing Image in Crop Estimation[J];Scientia Geographica Sinica;2000-06
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