图书简介
This book provides basic and advanced concepts of the Synthetic Aperture Radar (SAR), PolSAR, InSAR, PolInSAR, and all the necessary information on various applications and analysis of data of multiple sensors. It includes information on SAR remote sensing, data processing, and separate applications of SAR technology, compiled in one place. It helps readers to use active microwave imaging sensor-based information in geospatial technology and applications.Features:Covers basic and advanced concepts of Synthetic Aperture Radar (SAR) Remote Sensing.Introduces spaceborne SAR sensors.Discusses applications of SAR Remote Sensing in earth observation.Explores utilization of SAR data for solid earth, ecosystem, and cryosphere including imaging of extra-terrestrial bodies.Includes PolSAR and PolInSAR for forest aboveground biomass retrieval, and InSAR and PolSAR for snow parameters retrieval.This book is;aimed at researchers and graduate students in Remote Sensing, Photogrammetry, Geoscience, Image processing, Agriculture, Environment, Forestry, and Image Processing.
Chapter 1: Synthetic Aperture Radar Remote Sensing
Dr. Shashi Kumar and Ms. Aanchal Sharma
Chapter 2: Speckle Reduction in SAR Images
Dr. Hossein Aghababaei and Prof. Dr. ir. Alfred Stein
Chapter 3: Polarimetric Interferometric Decomposition
Mr. Shahid Shuja Shafai, Dr. Shashi Kumar and Dr. Hossein Aghababaei
Chapter 4: Implementation of Machine Learning Classification Models on Multifrequency Band SAR Dataset
Dr. Anil Kumar, Mr. Rajat Garg and Dr. Shashi Kumar
Chapter 5: Implementation of Neural Network Based Classification Models on Multifrequency Band SAR Dataset
Dr. Anil Kumar, Mr. Rajat Garg and Dr. Shashi Kumar
Chapter 6: Improved Data Fusion based Land use/Land cover Classification using PolSAR and optical remotely sensed satellite data- A Machine Learning approach
Dr. Akshar Tripathi, Dr. Shashi Kumar and Dr. Sandeep Maithani
Chapter 7: Polarimetric SAR Descriptors for Rice Monitoring
Dr. Subhadip Dey, Dr. Lucio Mascolo, Dr. Avik Bhattacharya and Dr. Juan M. Lopez-Sanchez
Chapter 8: Synergistic fusion of spaceborne polarimetric SAR and hyperspectral data for land cover classification
Mr. Vinay Kumar, Mr. Shenbaga Rajan Venkatachalaperumal and Dr. C. Persello
Chapter 9: Marine Oil Slick Detection Using Synthetic Aperture Radar Remote Sensing Techniques
Ms. Vaishali Chaudhary and Dr. Shashi Kumar
Chapter 10: Spaceborne C-band PolSAR backscatter and PolInSAR Coherence-based Modelling for Forest Aboveground Biomass Estimation
Ms. Ritwika Mukhopadhyay, Dr. Shashi Kumar, Dr. Hossein Aghababaei and Mr. Anurag Kulshrestha
Chapter 11: Analysis of Polarimetric Techniques for characterization of Glacial Feature
Shashwati Singh,
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