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植被遥感。农业和植被的高光谱指数和图像分类-Remote sensing of vegetation. Hyperspectral indices and image classifications

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文件编号:1814
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标题(title):Remote sensing of vegetation. Hyperspectral indices and image classifications for agriculture and vegetation
植被遥感。农业和植被的高光谱指数和图像分类
作者(author):Huete, Alfredo; Lyon, John G.; Thenkabail, Prasad Srinivasa
出版社(publisher):CRC Press
大小(size):38 MB (40250962 bytes)
格式(extension):pdf
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Table of contents :
Content: Section I: Hyperspectral Vegetation IndicesHyperspectral vegetation indices[Dar A. Roberts, Keely L. Roth, Erin B. Wetherley, Susan K. Meerdink, and Ryan L. Perroy]Derivative hyperspectral vegetation indices in characterizing forest biophysical and biochemical quantities[Quan Wang, Jia Jin, Rei Sonobe, and Jing Ming Chen]Section II: Hyperspectral Image Classification Methods and ApproachesHyperpsectral image classification methods in vegetation and agricultural cropland studies[Edoardo Pasolli, Saurabh Prasad, Melba M. Crawford, and James C. Tilton]Big Data Processing on Cloud Computing Architectures for Hyperspectral Remote Sensing[Zebin Wu, Jin Sun, and Yi Zhang]Section III: Hyperspectral Vegetation Indices Applications to Agriculture and VegetationNon-invasive Quantification of Foliar Pigments: Principles and Implementation[Anatoly Gitelson and Alexei Solovchenko]Hyperspectral Remote Sensing of Leaf Nitrogen Concentration in Cereal Crops[Tao Cheng, Yan Zhu, Dong Li, Xia Yao, and Kai Zhou]Optical remote sensing of vegetation water content[Colombo Roberto, Busetto Lorenzo, Meroni Michele, Rossini Micol, and Panigada Cinzia]Estimation of nitrogen content in herbaceous plants using hyperspectral vegetation indices[D. Stroppiana, F. Fava, M. Boschetti, and P.A. Brivio]Hyperspectral remote sensing of leaf chlorophyll content: from leaf, canopy, to landscape scales[Yongqin Zhang]Section IV: ConclusionsFifty-years of Advances in Hyperspectral Remote Sensing of Agriculture and Vegetation: Summary, Insights, and Highlights of Volume II: Hyperspectral Vegetation Indices and Image Classifications for Agriculture and Vegetation[Prasad S. Thenkabil, John G. Lyon, and Alfredo Huete]
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