Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Journal of the Graduate School of the Chinese Academy of Science》 2004-01
Add to Favorite Get Latest Update

Comparison of Retrieving Plant Biochemical Components with Statistical and Physical Models

RUAN Wei-Li NIU Zheng (Key Laboratory of Remote Sensing Information Sciences, Institute of Remote Sensing Applications, Chinese Academy of Sciences, Beijing 100101, China)  
Using reflectance, transmittance, absorptance and reflectance of different spectral interval and disturbed by noises, comparison is made between the effect of retrieving foliar biochemical components with statistical models and that with physical models. The result shows that the physical model is more robust to spectral interval and noises than the statistical model. However, as far as the real retrieving values are concerned, especially when it comes to the inversion of water in fresh leaves, the statistical model is as good as the physical model. So in order to improve precision and efficiency in retrieving plant biochemical components, statistical and physical models should be used according to the purpose of research.
【Fund】: 国家自然科学基金(40 2 710 86);; 国家重点基础研究发展规划项目(G2 0 0 0 0 7790 0);; 中国科学院知识创新工程重大项目(KZCX1 SW 0 1 KZCX2 3 12)资助
【CateGory Index】: Q946
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
【References】
Chinese Journal Full-text Database 10 Hits
1 GUO Jian-mao;SHI Jun-yi;Jiangsu Key Laboratory of Agricultural Meteorology/College of Applied Meteorology,Nanjing University of Information Science and Technology;;Mapping Rice Paddy Distribution in Zhenjiang City Based on Multi-temporal HJ-CCD Imagery[J];中国农业气象;2014-02
2 ZHANG Ying1,2,3,MENG Qing-yan1,2*,WU Jia-li4,ZHAO Feng51.State Key Laboratory of Remote Sensing Science,Jointly Sponsored by Beijing Normal University and Institute of Remote Sensing Applications,Chinese Academy of Sciences,Beijing 100101,China2.Center for Spaceborne Remote Sensing Demonstration,China National Space Administration,Beijing 100101,China3.Graduate University of Chinese Academy of Sciences,Beijing 100039,China4.Institute of Mechanics,Chinese Academy of Sciences,Beijing 100190,China5.Beihang University,Beijing 100191,China;Study of Environmental Vegetation Index Based on Environment Satellite CCD Data and LAI Inversion[J];光谱学与光谱分析;2011-10
3 MA Wei-wei1,ZHANG Lian-peng1,MA Xiang-hua2,CHEN Shi-cheng1,GUO Yang-yang1(1.School of Geodesy and Geomatics,Xuzhou Normal University,Xuzhou 221116,China;2.Production Department of Shanghai Dahua Sureying & Mapping Co.Ltd.,Shanghai 200136,China);Bands Selection to Invert Remote Sensing Model for Retrieving the Leaf Biochemical Components[J];测绘科学技术学报;2011-03
4 CHENG Li-juan~1,SUN Lin~1,YAO Yan-juan~2,SHEN Yan~3 (1 Geomatics College,Shandong University of Science and Technology,Qingdao 266510,China; 2 National Environmental Satellite Center,Beijing 100094,China; 3 National Meteorlogical Information Center,Beijing 100081,China );Research Developments on Inversion of Vegetation Biochemistry Compositions by Quantitative Remote Sensing[J];大气与环境光学学报;2011-03
5 LOU Xue-ting,ZENG Yuan,WU Bing-fang(Institute of Remote Sensing Applications,Chinese Academy of Sciences,Beijing 100101,China);Advances in the Estimation of Above-ground Biomass of Forest Using Remote Sensing[J];国土资源遥感;2011-01
6 SUN Lin,CHENG Li-juan Geomatics College,Shandong University of Science and Technology,Qingdao 266510,China;Analysis of Spectral Response of Vegetation Leaf Biochemical Components[J];光谱学与光谱分析;2010-11
7 YAN Yan DENG Zhi-hui CHEN Mei-hua Institute of Geology,China Earthquake Administration,100029,Beijing,China;Research on the Relation between Chlorophyll Content and the Spectral Characteristics of Some Representative Plants in East Lake Area in Wuhan[J];林业科技开发;2008-05
8 Xie Donghui Zhu Qijiang Wang Jindi Xu Kai (School of Geography and Remote Sensing Science,State Key Laboratory of Remote Sensing Science,Jointly Sponsored by Beijing Normal University and the Institute of Remote Sensing Applications of Chinese Academy of Sciences;Beijing Key Laboratory of Enviromental Remote Sensing and City Digitalization,Beijing Normal University: 100875,Beijing,China);ANALYSIS ON THE VERTICAL DISTRIBUTION OF BIOCHEMICAL PARAMETERS BASED ON A 3D VIRTUAL CORN CANOPY SCENE[J];北京师范大学学报(自然科学版);2007-03
9 SHEN Yan~(1,2),NIU Zheng~2,MIAO Qi-long~1,XU Yong-ming~3(1.Department of Atmospheric Sciences,NUIST,Nanjing 210044,China;2.The State Key Laboratory of Remote Sensing Science,Institute of Remote Sensing Applications,Chinese Academy of Sciences,Beijing 100101,China;3.Sino-America Cooperative Remote Sensing Center,NUIST,Nanjing 210044,China);Analysis of Dry-Leaf Biochemistry Based on the Normalized Hyperspectral Position Variables[J];南京气象学院学报;2006-06
10 SHI Run-He 1,2 ZHUANG Da-Fang 1 NIU Zheng 3 WANG Wen 3(1 Institute of Geographical Sciences and Natural Resources Research,Chinese Academy of Sciences,Beijing 100101,China 2 Graduate School of the Chinese Academy of Sciences,Beijing 100049,China;3 LRSS,Institute of Remote Sensing Applications,Chinese Academy of Sciences,Beijing 100101,China);Influence of Mesophyll Structure on Leaf Spectra and Biochemical Inversion[J];中国科学院研究生院学报;2005-05
【Citations】
Chinese Journal Full-text Database 4 Hits
1 YAN Chun-yan, JIANG Geng-ming, WANG Cheng, NIU Zheng, WANG Chang-yao (LARSIS, Institute of Remote Sensing Applications, CAS, Beijing 100101,China);Theoretical Simulation of Single Leaf's Optical Characteristics[J];遥感学报;2003-02
2 LI Yun mei 1, WANG Xiu zhen 2, SHEN Zhan quan 2, YU Jun ping 2, WANG Ren chao 2(1. The College of Geography Science, Nanjing Normal University, Nanjing 210097, China; 2. Inst. of Agric. Remote Sensing & Inform. Apple., Zhejiang Universit;Simulation of rice leaf reflectance[J];浙江大学学报(农业与生命科学版);2002-02
3 WU Chang\|shan\+1, XIANG Yue\|qin\+2, ZHENG Lan\|fen\+1, TONG Qing\|xi\+1 (1. Institute of Remote Sensing Applications, Chinese Academy of Sciences, Beijing 100101, China; 2. Institute of Geography, Chinese Academy of Sciences, Beijing 100101, China);Estimating Chlorophyll Density of Crop Canopies by Using Hyperspectral Data[J];遥感学报;2000-03
4 NIU Zheng\+1, CHEN Yong\|hua\+1, SUI Hong\|zhi\+1, ZHANG Qing\|yuan\+1, ZHAO Chun\|jiang\+2 (1. Institute of Remote Sensing of Applications, Chinese Academy of Sciences, Beijing 100101, China; 2. Institute of Crop., Beijing Academy of Agriculture and Fo;Mechanism Analysis of Leaf Biochemical Concentration by High Spectral Remote Sensing[J];遥感学报;2000-02
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 XIN Ming-yue;YIN Hong;CHEN Long;ZHANG Mei-ling;REN Zhi-yong;MIAO Jing;Panjin Meteorological Bureau,Liaoning Province;Shenyang Agricultural University;Dawa Meteorological Bureau,Liaoning Province;;Estimation of Rice Canopy LAI with Different Growth Stages Based on Hyperspectral Remote Sensing Data[J];中国农业气象;2015-06
2 ZHANG Man;CHANG Qingrui;ZHANG Xiaohua;LIU Jiaqi;College of Resources and Environment,Northwest A&F University;;Correlation between Rice Canopy Spectral Reflectance and Leaf Chlorophyll under Different Fertilization[J];西北农业学报;2015-11
3 WANG Li-wen;WEI Ya-xing;Center for Studies of Marine Economy and Sustainable Development, Liaoning Normal University;Liaoning Key Laboratory of Physical Geography and Geomatics, Liaoning Normal University;College of Urban and Environmental Science, Liaoning Normal University;;Study on Spectral Response of Wetland Reed to Eutrophication by Multiscale Hyperspectral Remote Sensing[J];自然资源学报;2015-11
4 LIU Taoju;HU Wenjun;ZHANG Xiaodong;JIANG Shaolin;TANG Jianjun;XU Tao;CHEN Meiqiu;Jiangxi Agricultural University,Key Laboratory of Crop Physiology,Ecology and Genetic Breeding of Jiangxi Province;;Correlation Analysis of Rice Canopy Hyperspectral Characteristic Variables and Leaf Chlorophyll Content[J];激光生物学报;2015-05
5 CHAI Ying;;Object-oriented Information Extraction of Wetland Vegetation Using Hyperspectral Image Data[J];地理空间信息;2015-04
6 ZHANG Xiao-hua;CHANG Qing-rui;ZHANG Man;LIU Jia-qi;College of Natural Resources and Environment,Northwest A&F University;;Hyperspectral vegetation index monitoring of chlorophyll content of different corn growth stage in Northwest China[J];中国农业大学学报;2015-04
7 XIAO Chun-hua;LU Yin-liang;DIAO Wan-ying;LI Shao-kun;WANG Ke-ru;CHEN Bing;WANG Qiong;Agronomy College,Shihezi University,Key Laboratory of Oasis Ecology Agriculture of Xinjiang Construction Group;Institute of Crop Science,Chinese Academy of Agricultural Sciences,Key Laboratory of Crop Physiology and Ecology,Ministry of Agriculture;Institute of Cotton,Xinjiang Academy of Agricultural Reclamation Sciences;;Monitoring nitrogen content of wheat on basis of an algorithm on the spectral angle of canopy[J];干旱地区农业研究;2015-04
8 Cheng Zhiqing;Zhang Jingsong;Meng Ping;Li Yanquan;Wang Hesong;Li Chunyou;Research Institute of Forestry,Chinese Academy of Forestry;Key Laboratory of Tree Breeding and Cultivation,State Forestry Administration;Co-Innovation Center of Sustainable Forestry in Southern China,Nanjing Forestry University;Forestry College,Beijing Forestry University,Key Laboratory of Forest Cultivation and Protection of the Ministry of Education;College of Landscape and Travel,Agricultural University of Hebei;;Improvement of algorithm used for extraction hyperspectral feature bands of vegetation[J];农业工程学报;2015-12
9 YANG Keming;SHI Gangqiang;WEI Huafeng;SUN Yangyang;LIU Fei;College of Geoscience and Surveying Engineering,China University of Mining &Technology (Beijing);;Spectral Response Characteristics of Corn Leaves under Copper Stress[J];贵州农业科学;2015-06
10 Yuan Yuan;Hu Bo;Wu Xinghou;Zhao Ting;Chang Qingrui;The Meteorological Bureau of Danfeng County;College of Natural Resources and Environment, Northwest A & F University;;Remote Sensing Estimation of Chlorophyll Content in Different Growth Periods of Summer Corn Based on Vegetation Index[J];中国农学通报;2015-15
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 XIAO Yanfang,ZHOU Demin,ZHAO Wenji Key Laboratory of Three Dimension Information Acquisition and Application MOE,Capital Normal University,Beijing 100048,China;Review of inversing biophysical and biochemical vegetation parameters in various spatial scales using radiative transfer models[J];生态学报;2013-11
2 Yang Guijun,Zhao Chunjiang,Xing Zhurong,Huang Wenjiang,Wangjihua(Beijing Research Center for Information Technology in Agriculture,Beijing 100097,China);LAI inversion of spring wheat based on PROBA/CHRIS hyperspectral multi-angular data and PROSAIL model[J];农业工程学报;2011-10
3 Li Haiyang Fan Wenyi Yu Ying Yang Xiguang(Forest College,Northeast Forestry University Harbin 150040);Leaf Area Index Retrieval Based on Prospect,Liberty and Geosail Models[J];林业科学;2011-09
4 ZHANG Xue-yi1,2,GUO Jian-mao1,HAN Ying-juan2,CAO Ning2,DUAN Xiao-feng1,GUAN Jing-de3(1.Nanjing University Information Science and Technology,Nanjing 210044,China;2.Ningxia Key Laboratoryfor Meteorological Disaster Prevention and Reduction,Yinchuan 750002;3.Yongning NationalAgro-meteorological Experiment Station,Yongning 750015);LAI Model of Spring Wheat in Ningxia Irrigated Area Based on MODIS-Ⅵ[J];中国农业气象;2011-02
5 Zhang Jingcheng1,2,Gu Xiaohe1,Wang Jihua1,Huang Wenjiang1,He Xin1,Wang Huifang1,2(1.National Engineering Research Center for Information Technology in Agriculture,Beijing 100097,China;2.College of Environmental and Resource Sciences,Zhejiang University,Hangzhou 310029,China);Analysis of consistency between HJ-CCD images and TM images in monitoring rice LAI[J];农业工程学报;2010-07
6 CHEN Xue-yang1,2,MENG Ji-hua2,DU Xin2,ZHANG Fei-fei2,ZHANG Miao2,WU Bing-fang1,2(1.Central South University,Changsha 410083,China;2.Institute of Remote Sensing Applications,Chinese Academy of Sciences,Beijing 100101,China);The Monitoring of the Winter Wheat Leaf Area Index Based on HJ-1 CCD Dada[J];国土资源遥感;2010-02
7 CHENG Wu-xue1 PAN Kai-zhi2 YANG Cun-jian1(1.The Study Center Of GIS And RS Technology Application of Sichuan Normal University,Chengdu 610041;2.The forestry Bureau of Mianning County,Liangshan 615600,China);Research Progress in the Determination Methods of Leaf Area Index(LAI)[J];四川林业科技;2010-03
8 Yang Fei 1,2 ,Sun Jiulin 1 ,Zhang Bai2,Yao Zuofang2,3,Wang Zongming2,Wang Juanle1,Yue Xiafang1 (1.Institute of Geographic Sciences and Natural Resources Research of Chinese Academy of Sciences,the State Key Laboratory of Resources and Environmental Information System,Beijing 100101,China;2.Northeast Institute of Geography and Agroecology of Chinese Academy of Sciences,Changchun 130012,China;3.Graduate University of Chinese Academy of Sciences,Beijing 100039,China);Assessment of MODIS LAI product accuracy based on the PROSAIL model,TM and field measurements[J];农业工程学报;2010-04
9 ZHANG Li~(1,2),GONG Dan-chao~1,HU Hai-yan~1 (1.Xi'an Research Institute of Surveying and Mapping,Xi'an 710054,China; 2.Institute of Surveying and Mapping,Information Engineering University,Zhengzhou 450052,China);Sequential Projection Pursuit of Hyperspectral Imagery Feature Extraction[J];测绘科学技术学报;2010-01
10 Ma Yinchi 1,2 ,Yan Guangjian 1※ ,Ding Wen 2 ,Wang Yuezhi 2 (1.State Key Laboratory of Remote Sensing Science,Beijing Normal University,Beijing 100875,China; 2.Fisheries Research Institute,Beijing Academy of Agriculture and Forestry Sciences,Beijing 100068,China);Leaf area index retrieval of winter wheat using artificial neural network[J];农业工程学报;2009-12
【Secondary References】
Chinese Journal Full-text Database 10 Hits
1 GAN Juan;GE Ji-Wen;LIU Yi-Ling;WANG Zi-Ye;WU Xian;DING Shao-Hua;Hubei Key Laboratory of Wetland Evolution & Ecological Restoration,Institute of Ecology and Environmental Sciences,China University of Geosciences;CNOOC Environmental Services (Tianjin)Co.,Ltd.;;Forest Ecosystem Quality Change over Ten Years(2000-2010)in the Three Gorges Dalaoling Nature Reserve[J];植物科学学报;2015-06
2 WANG Jing-rui;SHEN Wen-juan;LI Wei-zheng;LI Ming-shi;ZHENG Guang;College of Forestry,Nanjing Forestry University;Co-Innovation Center for Sustainable Forestry in Southern China,Nanjing Forestry University;International Institute for Earth System Science Nanjing University;;Performances Comparison of Multiple Non-linear Models for Estimating Plantations' Biomass Based on RapidEye Imagery[J];西北林学院学报;2015-06
3 Li Xiang;Ding Jianli;College of Resources and Environmental Sciences, Xinjiang University;Key Laboratory of Oasis Ecology (Xinjiang University) Ministry of Education;;Soil moisture monitoring based on measured hyperspectral index and HSI image index[J];农业工程学报;2015-19
4 CHEN Shu-rong;ZHANG Chao;ZHENG Chao-chao;ZHANG Wei;YI Li-ta;YU Shu-quan;School of Forestry and Biotechnology, Zhejiang A & F University;The Nurturing Station for the State Key Laboratory of Subtropical Siliviculture;;Estimation Methods for Biomass of Ecological Forest in Jinyun[J];浙江林业科技;2015-05
5 Sun Jun;Zhang Meixia;Mao Hanping;Li Zhengming;Yang Ning;Wu Xiaohong;Key Laboratory of Modern Agricultural Equipment and Technology,Ministry of Education,Jiangsu University;School of Electrical and Information Engineering,Jiangsu University;;Identification of Pesticide Residues on Mulberry Leaves Based on Hyperspectral Imaging[J];农业机械学报;2015-06
6 XIAO Yanfang;ZHOU Demin;GONG Huili;ZHAO Wenji;The First Institute of Oceanography,State Oceanic Administration;Key Lab of Three Dimension Information Acquisition and Application,Capital Normal University;;Sensitivity of canopy reflectance to biochemical and biophysical variables[J];遥感学报;2015-03
7 Guo Yun;Li Zengyuan;Chen Erxue;Tian Xin;Ling Feilong;Institute of Forest Resources Information Techniques,CAF;Key Laboratory of Spatial Data Mining & Information Sharing of Ministry Education,Fuzhou University;;Estimating Forest Above-Ground Biomass in the Upper Reaches of Heihe River Basin Using Multi-Spectral Remote Sensing[J];林业科学;2015-01
8 CAI Qingkong;JIANG Jinbao;TAO Liangliang;HU Danjuan;CUI Ximin;College of Geosciences and Surveying Engineering,China University of Mining and Technology;State Key Laboratory of Earth Surface Processes and Resource Ecology,Beijing Normal University;Key Laboratory of Environmental Change and Natural Disaster,Beijing Normal University,MOE;;Estimation of Winter Wheat Leaf Area Index with Joint Principal Component Analysis and Least Squares Support Vector Model[J];麦类作物学报;2014-09
9 ZHANG Yang;LIU Zhi-hong;YE Zhi-xiang;LI Mei-fang;Chengdu University of Information Technology;;Refined Inversion of Aerosol Optical Depth of Sichuan Basin Based on HJ-1 Satellite Data[J];四川环境;2014-04
10 CHEN Keyi;OU Guanglong;ZHENG Haimei;XU Hui;Key Laboratory of Biodiversity Conservation in Southwest China,State Forest Administration,Southwest Forestry University;;Reviews on Tree Crown Biomass[J];广东林业科技;2014-04
【Secondary Citations】
Chinese Journal Full-text Database 4 Hits
1 NIU Zheng\+1, CHEN Yong\|hua\+1, SUI Hong\|zhi\+1, ZHANG Qing\|yuan\+1, ZHAO Chun\|jiang\+2 (1. Institute of Remote Sensing of Applications, Chinese Academy of Sciences, Beijing 100101, China; 2. Institute of Crop., Beijing Academy of Agriculture and Fo;Mechanism Analysis of Leaf Biochemical Concentration by High Spectral Remote Sensing[J];遥感学报;2000-02
2 Pu Ruiliang Gong Peng (University of California at Berkeley,USA);Relationships between Forest Biochemical Concentrations and CASI Data along the Oregon Transect[J];遥感学报;1997-02
3 Tong Qingxi Zheng Lanfen Wang Jinnian Wang Xiangjun Dong Weidong Hu Yuanman Dang Shunxing (Institute of Remote Sensing Applications,CAS Beijing 100101);Study on Imaging Spectrometer Remote Sensing Information for Wetland Vegetation[J];遥感学报;1997-01
4 Pu Ruiliang(Nanjing Forestry University)Gong Peng(The University of Calgary, Canada)John R. Miller(York University, Canada);Correlating Leaf Area Index of Ponderosa Pine with Hyperspectral CASI Data[J];环境遥感;1993-02
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved