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Author: Ya-Qiu Jin Publisher: John Wiley & Sons ISBN: 1118188160 Category : Technology & Engineering Languages : en Pages : 416
Book Description
Taking an innovative look at Synthetic Aperture Radar(SAR), this practical reference fully covers new developments inSAR and its various methodologies and enables readers to interpretSAR imagery An essential reference on polarimetric Synthetic Aperture Radar(SAR), this book uses scattering theory and radiative transfertheory as a basis for its treatment of topics. It is organized toinclude theoretical scattering models and SAR data analysistechniques, and presents cutting-edge research on theoreticalmodelling of terrain surface. The book includes quantitativeapproaches for remote sensing, such as the analysis of the Muellermatrix solution of random media, mono-static and bistatic SAR imagesimulation. It also covers new parameters for unsupervised surfaceclassification, DEM inversion, change detection from multi-temporalSAR images, reconstruction of building objects from multi-aspectSAR images, and polarimetric pulse echoes from multi-layeringscatter media. Structured to encourage methodical learning, earlier chapterscover core material, whilst later sections involve more advancednew topics which are important for researchers. The final chaptercompletes the book as a reference by covering SAR interferometry, acore topic in the remote sensing community. Features theoretical scattering models and SAR data analysistechniques Explains the simulation of SAR images for mono- and bi-staticradars, covering both qualitative and quantitative informationretrieval Chapter topics include: theoretical scattering models; SAR dataanalysis and processing techniques; and theoretical quantitativesimulation reconstruction and inversion techniques Structured to enable both academic learning and independentstudy, laying down the foundations first of all before advancing tomore complex topics Experienced author team presents mathematical derivations andfigures so that they are easy for readers to understand Pitched at graduate-level students in electrical engineering,physics, earth and space sciences, as well as researchers MATLAB code available for readers to run their ownroutines An invaluable reference for research scientists, engineers andscientists working on polarimetric SAR hardware and software,Application developers of SAR and polarimetric SAR, remote sensingspecialists working with SAR data – using ESA.
Author: Ya-Qiu Jin Publisher: John Wiley & Sons ISBN: 1118188160 Category : Technology & Engineering Languages : en Pages : 416
Book Description
Taking an innovative look at Synthetic Aperture Radar(SAR), this practical reference fully covers new developments inSAR and its various methodologies and enables readers to interpretSAR imagery An essential reference on polarimetric Synthetic Aperture Radar(SAR), this book uses scattering theory and radiative transfertheory as a basis for its treatment of topics. It is organized toinclude theoretical scattering models and SAR data analysistechniques, and presents cutting-edge research on theoreticalmodelling of terrain surface. The book includes quantitativeapproaches for remote sensing, such as the analysis of the Muellermatrix solution of random media, mono-static and bistatic SAR imagesimulation. It also covers new parameters for unsupervised surfaceclassification, DEM inversion, change detection from multi-temporalSAR images, reconstruction of building objects from multi-aspectSAR images, and polarimetric pulse echoes from multi-layeringscatter media. Structured to encourage methodical learning, earlier chapterscover core material, whilst later sections involve more advancednew topics which are important for researchers. The final chaptercompletes the book as a reference by covering SAR interferometry, acore topic in the remote sensing community. Features theoretical scattering models and SAR data analysistechniques Explains the simulation of SAR images for mono- and bi-staticradars, covering both qualitative and quantitative informationretrieval Chapter topics include: theoretical scattering models; SAR dataanalysis and processing techniques; and theoretical quantitativesimulation reconstruction and inversion techniques Structured to enable both academic learning and independentstudy, laying down the foundations first of all before advancing tomore complex topics Experienced author team presents mathematical derivations andfigures so that they are easy for readers to understand Pitched at graduate-level students in electrical engineering,physics, earth and space sciences, as well as researchers MATLAB code available for readers to run their ownroutines An invaluable reference for research scientists, engineers andscientists working on polarimetric SAR hardware and software,Application developers of SAR and polarimetric SAR, remote sensingspecialists working with SAR data – using ESA.
Author: Jong-Sen Lee Publisher: CRC Press ISBN: 1420054988 Category : Technology & Engineering Languages : en Pages : 422
Book Description
The recent launches of three fully polarimetric synthetic aperture radar (PolSAR) satellites have shown that polarimetric radar imaging can provide abundant data on the Earth’s environment, such as biomass and forest height estimation, snow cover mapping, glacier monitoring, and damage assessment. Written by two of the most recognized leaders in this field, Polarimetric Radar Imaging: From Basics to Applications presents polarimetric radar imaging and processing techniques and shows how to develop remote sensing applications using PolSAR imaging radar. The book provides a substantial and balanced introduction to the basic theory and advanced concepts of polarimetric scattering mechanisms, speckle statistics and speckle filtering, polarimetric information analysis and extraction techniques, and applications typical to radar polarimetric remote sensing. It explains the importance of wave polarization theory and the speckle phenomenon in the information retrieval problem of microwave imaging and inverse scattering. The authors demonstrate how to devise intelligent information extraction algorithms for remote sensing applications. They also describe more advanced polarimetric analysis techniques for polarimetric target decompositions, polarization orientation effects, polarimetric scattering modeling, speckle filtering, terrain and forest classification, manmade target analysis, and PolSAR interferometry. With sample PolSAR data sets and software available for download, this self-contained, hands-on book encourages you to analyze space-borne and airborne PolSAR and polarimetric interferometric SAR (Pol-InSAR) data and then develop applications using this data.
Author: Gary Jedlovec Publisher: IntechOpen ISBN: 9789533070056 Category : Technology & Engineering Languages : en Pages : 754
Book Description
Remote sensing is the acquisition of information of an object or phenomenon, by the use of either recording or real-time sensing device(s), that is not in physical or intimate contact with the object (such as by way of aircraft, spacecraft, satellite, buoy, or ship). In practice, remote sensing is the stand-off collection through the use of a variety of devices for gathering information on a given object or area. Human existence is dependent on our ability to understand, utilize, manage and maintain the environment we live in - Geoscience is the science that seeks to achieve these goals. This book is a collection of contributions from world-class scientists, engineers and educators engaged in the fields of geoscience and remote sensing.
Author: Irena Hajnsek Publisher: Springer Nature ISBN: 3030565041 Category : Technology & Engineering Languages : en Pages : 304
Book Description
This open access book focuses on the practical application of electromagnetic polarimetry principles in Earth remote sensing with an educational purpose. In the last decade, the operations from fully polarimetric synthetic aperture radar such as the Japanese ALOS/PalSAR, the Canadian Radarsat-2 and the German TerraSAR-X and their easy data access for scientific use have developed further the research and data applications at L,C and X band. As a consequence, the wider distribution of polarimetric data sets across the remote sensing community boosted activity and development in polarimetric SAR applications, also in view of future missions. Numerous experiments with real data from spaceborne platforms are shown, with the aim of giving an up-to-date and complete treatment of the unique benefits of fully polarimetric synthetic aperture radar data in five different domains: forest, agriculture, cryosphere, urban and oceans.
Author: Yoshio Yamaguchi Publisher: CRC Press ISBN: 1000075702 Category : Technology & Engineering Languages : en Pages : 330
Book Description
Radar polarimetry has been highly sought after for its use in the precise monitoring of Earth's surface. Polarimetric SAR Imaging explains the basic concepts of polarimetry and its diverse applications including: deforestation, tree classification, landslide detection, tsunamis, volcano eruptions and ash distribution, snow accumulation, rice field monitoring, urban area exploration, ship detection, among other applications. The explanations use actual data sets taken by Advanced Land Observing Satellite (ALOS and ALOS2). With the increasing problems presented by climate change, there is a growing need for detailed earth observation using polarimetric data. As the treatment of vector nature of radar waves is complex, there is a gap between the theory and the application. Polarimetric SAR Imaging: Theory and Applications addresses and fills this gap. Features: Provides cutting-edge polarimetric applications for earth observation with full color images. Includes detailed descriptions of theory, equations, expansions, and flowcharts, and numerous real examples. Explains concepts, data analysis, and applications in simple and clear language aimed at an intuitive comprehension. Provides specific and unique examples of PolSAR images derived from actual space and airborne systems (ALOS/ALOS2, PiSAR-x/L) Covers the wide range of the radar polarimetry, especially the decomposition of the polarimetry data, an original method developed by the author using the Japanese polarimetric SAR data Illustrated in full color using images generated by polarimetric techniques, this book is easy to understand and use for both student and expert, and is an excellent resource both in the classroom and in the field.
Author: Gary Jedlovec Publisher: BoD – Books on Demand ISBN: 9533070056 Category : Technology & Engineering Languages : en Pages : 756
Book Description
Remote sensing is the acquisition of information of an object or phenomenon, by the use of either recording or real-time sensing device(s), that is not in physical or intimate contact with the object (such as by way of aircraft, spacecraft, satellite, buoy, or ship). In practice, remote sensing is the stand-off collection through the use of a variety of devices for gathering information on a given object or area. Human existence is dependent on our ability to understand, utilize, manage and maintain the environment we live in - Geoscience is the science that seeks to achieve these goals. This book is a collection of contributions from world-class scientists, engineers and educators engaged in the fields of geoscience and remote sensing.
Author: Ya-Qiu Jin Publisher: Springer Science & Business Media ISBN: 9781402040290 Category : Computers Languages : en Pages : 400
Book Description
Theory and Approach of Information Retrievals from Electromagnetic Scattering and Remote Sensing presents some new progress on the theoretical and numerical approaches for information retrieval of the remote sensing via electromagnetic scattering and emission. It covers the vector radiative transfer theory for inhomogeneous scatter media, polarimetric scattering theory for the synthetic aperture radar (SAR) imagery and some innovative applications, new approach and data validation for current space-borne remote sensing programs, fast computational method and numerical simulation for bistatic scattering of randomly rough surface with a target presence, especially at low grazing angle. Some inverse problems in radiative transfer and inverse scattering are also discussed. Novel electromagnetics of complex media are also presented. Theory and Approach of Information Retrievals from Electromagnetic Scattering and Remote Sensing is intended as a textbook for graduate students and a reference book for scientists to see the most recent progress in the author’s research laboratory.
Author: Si-Wei Chen Publisher: Springer ISBN: 9811072698 Category : Technology & Engineering Languages : en Pages : 225
Book Description
This book presents new and advanced concepts, theories and methodologies in polarimetric synthetic aperture radar (PolSAR) target scattering mechanism modeling and interpretation, which is dedicated to bridge the gap between the acquired data and practical applications. It proposes adaptive and generalized polarimetric target decompositions, to precisely interpret the target scattering mechanisms. Further, it develops a uniform polarimetric matrix rotation theory and a polarimetric coherence pattern visualization and interpretation tool to completely explore and characterize the deep information and target signatures in the rotation domain. Finally, it demonstrates land cover classification, target detection, natural disaster damage investigation and mapping applications which use the novel scattering mechanism investigation tools. The book is a valuable resource for senior undergraduate and postgraduate students, teachers, engineers and researchers in the field of microwave remote sensing, radar polarimetry, imaging radar, and environmental studies.
Author: Yu-Jin Zhang Publisher: Springer ISBN: 3319219634 Category : Computers Languages : en Pages : 653
Book Description
This book constitutes the refereed conference proceedings of the 8th International Conference on Image and Graphics, ICIG 2015 held in Tianjin, China, in August 2015. The 164 revised full papers and 6 special issue papers were carefully reviewed and selected from 339 submissions. The papers focus on various advances of theory, techniques and algorithms in the fields of images and graphics.
Author: Maciej Rysz Publisher: Springer Nature ISBN: 3031212258 Category : Mathematics Languages : en Pages : 282
Book Description
This carefully curated volume presents an in-depth, state-of-the-art discussion on many applications of Synthetic Aperture Radar (SAR). Integrating interdisciplinary sciences, the book features novel ideas, quantitative methods, and research results, promising to advance computational practices and technologies within the academic and industrial communities. SAR applications employ diverse and often complex computational methods rooted in machine learning, estimation, statistical learning, inversion models, and empirical models. Current and emerging applications of SAR data for earth observation, object detection and recognition, change detection, navigation, and interference mitigation are highlighted. Cutting edge methods, with particular emphasis on machine learning, are included. Contemporary deep learning models in object detection and recognition in SAR imagery with corresponding feature extraction and training schemes are considered. State-of-the-art neural network architectures in SAR-aided navigation are compared and discussed further. Advanced empirical and machine learning models in retrieving land and ocean information — wind, wave, soil conditions, among others, are also included.
Author: Ya-Qiu Jin
Author: Ya-Qiu Jin
Author: Jong-Sen Lee
Author: Gary Jedlovec
Author: Irena Hajnsek
Author: Yoshio Yamaguchi
Author: Gary Jedlovec
Author: Ya-Qiu Jin
Author: Si-Wei Chen
Author: Yu-Jin Zhang
Author: Maciej Rysz