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AnalysisofFeasibilityofProfessinalOperatingonEstimating Rice Planting Area of Hilly Region in Southern China Using Remote Sensing Technique

LAI Geying\ \ YANG Xingwei (Shanghai Meteorological Institute,Shanghai\ 200030)  
The objective of the study (Zhejiang province as our test region) was to investigate how to utilize synthetically a wide variety of geographical information,included topographic map,vegetation map,land cover/use map and other ancillary information,for estimating rice planting area of hilly region in southern China by remote sensing technique with NOAA/AVHRR data.The research contents mostly concerned both the contrast tests on practical approaches and the relative stability test on training sample.Both DEM and digital slope imagery derived from the digital relief map were used for the purpose of improving the classification accuracies of AVHRR data in large hilly region.The results indicated that the accuracies of maximum likehood classification could satisfy the professional requirement of estimating rice planting area and fuzzy supervised classification based on unmixing AVHRR imagery has better classification and stability than MLK.In addition,the results through using DEM and slope imagery as categorization data suggests slope imagery may improve the results of extracting paddy field signatures from AVHRR,particularly may improve the spatial precisions,while DEM contribute nothing to improve the accuracies mentioned above.The results also indicated that the precisions of estimating rice planting area with relative stable training sample exceeded 92%,up to 98%.
【Fund】: 国家气象局科研基金
【CateGory Index】: S511.1,TP79
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Chinese Journal Full-text Database 8 Hits
1 Zhang Siqi;College of Information Sciences & Engineering,Ocean University of China;;Research on Remote Sensing Fusion Method of Land Cover Classification Based on DEM and MODIS[J];科技通报;2016-10
3 Yi Fengjia;Li Rendong;Chang Bianrong;Qiu Juan;Institute of Geodesy and Geophysics. Chinese Academy of Sciences;Key Laboratory for Environment and Disaster Monitoring and Evaluation of Hubei Province;Faculty of Earth Sciences, University of Chinese Academy of Sciences;;Remote sensing identification method for paddy field in hilly region based on object-oriented analysis[J];农业工程学报;2015-11
4 GUO Xi1,HUANG Jun1,ZHU An-fan1,LAI Jin-chun1,XIE Wen1,ZHAO Xiao-min1,2 (1.Key Laboratory of Crop Physiology,Ecology and Genetic Breeding,JAU,Nanchang 330045,China; 2.Nanchang Teachers College,Nanchang 330029,China);A Study on Early Rice Yield Estimation Based On TM Image in Southern Hill Regions——A Case Study of Fengxin Country[J];江西农业大学学报;2010-06
5 ZHU Xiu-fang,PAN Yao-zhong,ZHANG Jin-shui,WANG Shuang,GU Xiao-he,XU Chao(Key Laboratory of Environment Change and Natural Disaster,Ministry of Education of China,Beijing Normal University;College of Resources Science & Technology,Beijing Normal University,Beijing 100875,China);The Effects of Training Samples on the Wheat Planting Area Measure Accuracy in TM Scale(Ⅰ):The Accuracy Response of Different Classifiers to Training Samples[J];遥感学报;2007-06
6 Cheng Qian (Department of Environmental Resources Management & City Planning, College of To urism, Zhejiang Gongshang University, Hangzhou 310035, China);Models for rice yield estimation using remote sensing data of MOD13[J];农业工程学报;2006-03
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];农业工程学报;2005-05
8 WANG Zhou-long 1,FENG Xue-zhi 1,LIU Xiao-mei 2,DU Jin-kang 1 (1.Dept. of Urban and Resources Sciences,Nanjing University,Nanjing 210093,China; 2.Nanjing Institute of Geography and Limnology,Chinese Academy of Sciences,Nanjing 210008,China);The Techniques of Deriving Landuse Information from SPOT Images and Study on Thematic Mapping in the field of Qinhuai River[J];遥感学报;2003-02
Chinese Journal Full-text Database 3 Hits
1 Wu Bingfang Liu Haiyan (Institute of Geography,CAS,Beijing 100101);The Operational Methods for Rice Area Estimation Using Remote Sensing[J];遥感学报;1997-01
2 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];长江流域资源与环境;1996-02
3 Wu Jianping(Department of Geography, East China Norrnal University,Shanghai,200062)Yang Xingwei(Shanghai Meleorological Institute,Shanghai,200030);Accuracy Analysis of Classificationof Remotely Sensed Data[J];遥感技术与应用;1995-01
Chinese Journal Full-text Database 10 Hits
1 TIAN Haifeng;ZHOU Boyan;CHEN Yanfen;WU Mingquan;NIU Zheng;The State Key Laboratory of Remote Sensing Science,Institute of Remote Sensing and Digital Earth,Chinese Academy of Sciences;College of Resource and Environment,University of Chinese Academy of Sciences;College of Environment and Planning,Henan University;;Extraction of winter wheat acreage based on GF-1 PMS remote sensing image on county scale[J];中国农业大学学报;2017-10
2 HU Yongsen;;Remote Sensing Measure of Subpopulation Crop Area Based on Overall Spatial Sampling Design[J];地理空间信息;2017-02
3 CHEN Peng;ZHANG Qing;LI Qian;Urumqi Meteorological Satellite Ground Station;;Comparative analysis of several commonly used water extraction method based on FY3A/MERSI imagery[J];干旱区地理;2015-04
4 WANG Qian;;Remote Sensing Monitoring of Rice Planting Area Changes Based on 3S Technology[J];地理空间信息;2014-01
5 JIA Kun;LI Qiangzi;College of Global Change and Earth System Science,Beijing Normal University;Institute of Remote Sensing and Digital Earth,Chinese Academy of Sciences;;Review of Features Selection in Crop Classification Using Remote Sensing Data[J];资源科学;2013-12
6 Huang Zhenguo;Chen Zhongxin;Liu Fangqing;Liu Jun;Institute of Agricultural Economics and Agricultural Zoning,Hunan Academy of Agricultural Sciences;Key Laboratory of Agricultural Information Technology,Ministry of Agriculture;Institute of Agricultural Resources and Regional Planning,Chinese Academy of Agricultural Sciences;;MONITORING OF GREENHOUSE VEGETABLES LAND USING HJ-1 REMOTELY-SENSED IMAGERY[J];中国农业资源与区划;2013-05
7 Zhang Ningli 1,2,Fan Xiangtao 1,Zhu Junjie 1(1.Institute of Remote Sensing and Digital Earth,Chinese Academy of Sciences,Beijing100094,China;2.University of Chinese Academy of Sciences,Beijing100049,China);A Study on MODIS Image Fusion Methods for Sub-pixel Snow Extraction[J];遥感技术与应用;2013-04
8 HUANG Zhen-guo1,2,CHEN Zhong-xin2,3,LIU Fang-qing1,LIU Jun1(1.Institute of Agricultural Economics and Agricultural Zoning,Hunan Academy of Agricultural Sciences,Changsha 410125,China;2.Key Laboratory of Agricultural Information Technology,Ministry of Agriculture,Beijing 100081,China;3.Institute of Agricultural Resources and Regional Planning,Beijing 100081,China);Mapping rice planting area using SPOT5 imagery:Taking Zhuzhou, Hunan as an example[J];湖南农业大学学报(自然科学版);2013-02
9 CHAO Yong-gang1,2 et al (1.College Of Resources Science & Technology Beijing Noemal University,Beijing 100875;2.Rushan City Water Conservancy Bureau Of Shandong province,Rushan 264500,China);Study on Remote Sensing Information Extraction in Wetland of The Yellow River[J];国土与自然资源研究;2013-02
10 Qiao Yanwen,Zang Shuying,Na Xiaodong (Key Laboratory of Geographical Environment Remote Sensing Monitoring,Heilongjiang Province High School/Harbin Normal University,Harbin 150025);The Information Extraction of Freshwater Marsh Wetland Based on the Decision Tree Method:Taking Zhalong Wetland as An Example[J];中国农学通报;2013-08
Chinese Journal Full-text Database 10 Hits
1 YI Fengjia;LI Rendong;CHANG Bianrong;Institute of Geodesy and Geophysics Chinese Academy of Sciences;Key laboratory for Environment and Disaster Monitoring and Evaluation;University of Chinese Academy of Sciences;;A study on the classification methord of the Remote Sensing image of Changzhutan area based on the object-oriented classification techniques[J];华中师范大学学报(自然科学版);2014-06
2 LI Xiao-man,WANG Gang(Engineering University of CAPF,Xi′an 710086,China);Research on DEM Based on Remote Sensing Classification Method in Loess Hilly Ravine Area[J];水土保持研究;2013-03
3 GUO Peng1,XU Li-ping1,WANG Lin1,LIU Lin1,ZHANG Zheng-yong1,CHANG Cun2(1.College of Science,Shihezi University,Shihezi,Xinjiang 832003,China; 2.Xinjiang Institute of Ecology and Geography,Chinese Academy of Science Urumqi 830043,China);Research for Object-Oriented TM Image Segmentation and Information Extraction Technology[J];水土保持研究;2013-03
4 YUAN Lei;ZHAO Jun-san;CHEN Guo-ping;ZHANG Wan-qiang;ZHOU Bao;School of Information Science and Technology/Engineering Research Center of Ministry of Education on Geographic Information Technology of Western Resources Environment,Yunnan Normal University;Faculty of Land Resource Engineering,Kunming University of Science & Technology;;An object-oriented multi-scale spatio-temporal data model for land-use[J];测绘科学;2014-11
5 WEI Xincai1,WANG Xinsheng1,LIU Hai1 and XU Jing1(1.Faculty of Resources and Environment,Hubei University,Wuhan 430062,China; 2.Wuhan Branch,Remote Sensing Application Center,Ministry of Agriculture,Wuhan 430062,China);Extraction of Paddy Rice Coverage Based on the HJ Satellite Data[J];地球信息科学学报;2012-03
6 ZOU Ya-feng,LIU Yao-lin,KONG Xue-song(School of Resource and Environment Science,Wuhan University,Wuhan 430079,China; MOE Key Laboratory of Geographic Information System,Wuhan University,Wuhan 430079,China);Analysis of Farmland Resource Change and Grain Security in Guangxi[J];国土资源科技管理;2012-02
7 LI Na1,2,ZHOU Demin1,2,3,ZHAO Kuiyi3 1 Base of the State Laboratory of Urban Environmental Processes and Digital Modeling,Capital Normal University,Beijing 100048,China 2 Key Laboratory of 3D Information Acquisition and Application,Ministry of Education,Capital Normal University,Beijing,100048,China 3 Northeast Institute of Geography and Agricultural Ecology,Chinese Academy of Sciences,Changchun 100012,China;Marshclassification mapping at a community scale using high-resolution imagery[J];生态学报;2011-22
8 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);Advances in rice planting area extraction technology based on MODIS data[J];气象与环境学报;2011-02
9 LI Xiao-song1,2,LI Zeng-yuan1,GAO Zhi-hai1,BAI Li-na1,WANG Beng-yu1 (1.Institute of Forest Resource Information Techniques,Chinese Academy of Forestry,Beijing 100091,China;2.Institute of Remote Sensing Applications,Chinese Academy of Sciences,Beijing 100101,China);Estimation of Vegetation Cover in Desertified Regions from Hyperion Imageries Using NDVI and Partial Least Squares Regression[J];中国沙漠;2011-01
10 YAN En-ping,LIN Hui,MO Deng-kui,SUN Hua,BAI Li-ming(Research Center of Forest Remote Sensing & Information Engineering,Central South University of Forestry & Technology,Changsha 410004,Hunan,China);Vegetation classification based on ALOS data[J];中南林业科技大学学报;2010-11
【Secondary References】
Chinese Journal Full-text Database 7 Hits
1 CHEN ChangWei;ZHU XiuFang;CAI Yi;GUO Hang;State Key Laboratory of Earth Surface Processes and Resource Ecology, Beijing Normal University;Institute of Remote Sensing Science and Engineering, Beijing Normal University;Faculty of Geographical Science, Beijing Normal University;Beijing Municipal Bureau of Statistics;;A Hybrid Yield Estimation Model Based on the Trend Yield Model and Remote Sensing Correction Yield Model[J];中国农业科学;2017-10
2 YUAN Hui-li;MA Rong-hua;LI Ji-ying;YU Yan-ling;Jinling Institute of Technology;Nanjing Institute of Geography and Limnology,Chinese Academy of Sciences;Binzhou University;Guangxi Institute of Fisheries;;Research on Crops Information Extraction in Bengbu City Based on Landsat-8 OLI[J];金陵科技学院学报;2017-01
3 LI Peng;YU Hu;WANG Peng;LI Kaiyuan;Institute of Mapping and Geographic Science,Liaoning Technical University;Institute of Geographic Sciences and Natural Resources Research,CAS;Shanxi Jia Hao Mapping Group Ltd;College of Mining Engineering,Taiyuan University of Technology;;Comparison and Analysis of Agricultural Information Extraction Methods Based upon GF2 Satellite Images[J];测绘通报;2017-01
4 LI Shi;SONG Xiao-wei;ZHANG Jing;MU Chen-ying;XU Quan-hui;Meteorological Bureau of Shenyang City;;Extraction of Rice Planting Areas in Shenyang City Based on MODIS Data and its Precision Analysis[J];大麦与谷类科学;2016-04
5 YOU Hui;GAO Huadong;SU Rongrui;LIU Kaiwen;XIAO Weiyu;Jingzhou Agriculture Meteorological Trial Station of Hubei Province;Wuhan Regional Climate Center;;Monitoring the Changes of Cotton Plantation Area Based on the Multi-temporal Middle Resolution Features of Temporal Process in Jianghan Plain[J];地球信息科学学报;2016-08
6 Zhu Shuang;Zhang Jinshui;Beijing Polytechnic College;College of Resources Science and Technology/State Key Laboratory of Earth Surface Processes and Resource Ecology,Beijing Normal University;;Influence on the Accuracies of Parametric and Non-parametric Classifiers from Sample Characteristics[J];遥感技术与应用;2016-04
7 Zhang Rongqun;Wang Sheng'an;Gao Wanlin;Niu Ling'an;Sun Weijian;Wen Lixing;College of Information and Electrical Engineering,China Agricultural University;College of Resources and Environment,China Agricultural University;Quzhou County Agriculture and Pasture Bureau;;Effects of Crop Planting Structure on Remote Sensing Classification Accuracy[J];农业机械学报;2016-10
【Secondary Citations】
Chinese Journal Full-text Database 1 Hits
1 Wu Bingfang(LREIS,Institute of Ceography.CAS,Beiiing 100101);A Simplified Method of Accurate Geometric Correction for NOAA AVHRR 1B DaTa[J];环境遥感;1994-04
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