Spectral mixture for remote sensing : linear model and applications

• 作者： Shimabukuro, Yosio Edemir, author.
• 其他作者：
  • Ponzoni, Flavio Jorge, author.
  • SpringerLink (Online service)
• 其他題名：
  • Springer remote sensing/photogrammetry.
• 出版： Cham : Springer International Publishing :Imprint: Springer
• 叢書名： Springer remote sensing/photogrammetry,
• 主題： Remote sensing--Mathematical models. , Image analysis--Mathematical models. , Spectral imaging. , Remote Sensing/Photogrammetry. , Physical Geography. , Monitoring/Environmental Analysis. , Image Processing and Computer Vision. , Simulation and Modeling. , Optics, Lasers, Photonics, Optical Devices.
• ISBN： 9783030020170 (electronic bk.) 、 9783030020163 (paper)
• FIND@SFXID: CGU
• 資料類型: 電子書
• 內容註: Chapter1: Basic concepts -- Chapter2: The origin of digital numbers (DN) -- Chapter3: Orbital sensors -- Chapter4: Linear spectral mixing model -- Chapter5: Fraction images -- Chapter6: Applications of fraction images -- Chapter7: Final considerations.
• More
• 摘要註: This book explains in a didactic way the basic concepts of spectral mixing, digital numbers and orbital sensors, and then presents the linear modeling technique of spectral mixing and the generation of fractional images. In addition to presenting a theoretical basis for spectral mixing, the book provides examples of practical applications such as projects for estimating and monitoring deforested areas in the Amazon region. In its seven chapters, the book offers remote sensing techniques to understand the main concepts, methods, and limitations of spectral mixing for digital image processing. Chapter 1 addresses the basic concepts of spectral mixing, while chapters 2 and 3 discuss digital numbers and orbital sensors such as MODIS and Landsat MSS. Chapter 4 details the linear spectral mixing model, and chapter 5 explains the use of this technique to create fraction images. Chapter 6 offers remote sensing applications of fraction images in deforestation monitoring, burned-area mapping, selective logging detection, and land-use/land-cover mapping. Chapter 7 gives some concluding thoughts on spectral mixing, and considers future uses in environmental remote sensing. This book will be of interest to students, teachers, and researchers using remote sensing for Earth observation and environmental modeling.
• 讀者標籤：

  需登入
• 引用連結：

  Copy Link
• 目前引用數
• Share: