Remote Sensing Digital Image Analysis

Remote Sensing Digital Image Analysis PDF

Author: John A. Richards

Publisher: Springer Science & Business Media

Published: 2013-04-17

Total Pages: 297

ISBN-13: 3662024624

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With the widespread availability of satellite and aircraft remote sensing image data in digital form, and the ready access most remote sensing practitioners have to computing systems for image interpretation, there is a need to draw together the range of digital image processing procedures and methodologies commonly used in this field into a single treatment. It is the intention of this book to provide such a function, at a level meaningful to the non-specialist digital image analyst, but in sufficient detail that algorithm limitations, alternative procedures and current trends can be appreciated. Often the applications specialist in remote sensing wishing to make use of digital processing procedures has had to depend upon either the mathematically detailed treatments of image processing found in the electrical engineering and computer science literature, or the sometimes necessarily superficial treatments given in general texts on remote sensing. This book seeks to redress that situation. Both image enhancement and classification techniques are covered making the material relevant in those applications in which photointerpretation is used for information extraction and in those wherein information is obtained by classification.

Satellite Image Analysis: Clustering and Classification

Satellite Image Analysis: Clustering and Classification PDF

Author: Surekha Borra

Publisher: Springer

Published: 2019-02-08

Total Pages: 97

ISBN-13: 9811364249

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Thanks to recent advances in sensors, communication and satellite technology, data storage, processing and networking capabilities, satellite image acquisition and mining are now on the rise. In turn, satellite images play a vital role in providing essential geographical information. Highly accurate automatic classification and decision support systems can facilitate the efforts of data analysts, reduce human error, and allow the rapid and rigorous analysis of land use and land cover information. Integrating Machine Learning (ML) technology with the human visual psychometric can help meet geologists’ demands for more efficient and higher-quality classification in real time. This book introduces readers to key concepts, methods and models for satellite image analysis; highlights state-of-the-art classification and clustering techniques; discusses recent developments and remaining challenges; and addresses various applications, making it a valuable asset for engineers, data analysts and researchers in the fields of geographic information systems and remote sensing engineering.

Fundamentals of Satellite Remote Sensing

Fundamentals of Satellite Remote Sensing PDF

Author: Emilio Chuvieco

Publisher: CRC Press

Published: 2016-02-24

Total Pages: 478

ISBN-13: 1498728073

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Fundamentals of Satellite Remote Sensing: An Environmental Approach, Second Edition is a definitive guide to remote sensing systems that focuses on satellite-based remote sensing tools and methods for space-based Earth observation (EO). It presents the advantages of using remote sensing data for studying and monitoring the planet, and emphasizes co

Fundamentals of Satellite Remote Sensing

Fundamentals of Satellite Remote Sensing PDF

Author: Emilio Chuvieco

Publisher: CRC Press

Published: 2020-01-22

Total Pages: 433

ISBN-13: 0429014465

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Fundamentals of Satellite Remote Sensing: An Environmental Approach, Third Edition, is a definitive guide to remote sensing systems that focuses on satellite-based remote sensing tools and methods for space-based Earth observation (EO). It presents the advantages of using remote sensing data for studying and monitoring the planet, and emphasizes concepts that make the best use of satellite data. The book begins with an introduction to the basic processes that ensure the acquisition of space-borne imagery, and provides an overview of the main satellite observation systems. It then describes visual and digital image analysis, highlights various interpretation techniques, and outlines their applications to science and management. The latter part of the book covers the integration of remote sensing with Geographic Information System (GIS) for environmental analysis. This latest edition has been written to reflect a global audience and covers the most recent advances incorporated since the publication of the previous book, relating to the acquisition and interpretation of remotely sensed data. New in the Third Edition: Includes additional illustrations in full color. Uses sample images acquired from different ecosystems at different spatial resolutions to illustrate different interpretation techniques. Includes updated EO missions, such as the third generations of geostationary meteorological satellites, the new polar orbiting platforms (Suomi), the ESA Sentinels program, and high-resolution commercial systems. Includes extended coverage of radar and LIDAR processing methods. Includes all new information on near-ground missions, including unmanned aerial vehicles (UAVs). Covers new ground sensors, as well as machine-learning approaches to classification. Adds more focus on land surface characterization, time series, change detection, and ecosystem processes. Extends the interactions of EO data and GIS that cover different environmental problems, with particular relevance to global observation. Fundamentals of Satellite Remote Sensing: An Environmental Approach, Third Edition, details the tools that provide global, recurrent, and comprehensive views of the processes affecting the Earth. As one of CRC’s Essential titles, this book and stands out as one of the best in its field and is a must-have for researchers, academics, students, and professionals involved in the field of environmental science, as well as for libraries developing collections on the forefront of this industry.

Handbook of Mathematical Geosciences

Handbook of Mathematical Geosciences PDF

Author: B.S. Daya Sagar

Publisher: Springer

Published: 2018-06-25

Total Pages: 914

ISBN-13: 3319789996

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This Open Access handbook published at the IAMG's 50th anniversary, presents a compilation of invited path-breaking research contributions by award-winning geoscientists who have been instrumental in shaping the IAMG. It contains 45 chapters that are categorized broadly into five parts (i) theory, (ii) general applications, (iii) exploration and resource estimation, (iv) reviews, and (v) reminiscences covering related topics like mathematical geosciences, mathematical morphology, geostatistics, fractals and multifractals, spatial statistics, multipoint geostatistics, compositional data analysis, informatics, geocomputation, numerical methods, and chaos theory in the geosciences.

Remote Sensing and Image Interpretation

Remote Sensing and Image Interpretation PDF

Author: Thomas M. Lillesand

Publisher: John Wiley & Sons

Published: 2004

Total Pages: 838

ISBN-13:

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From recent developments in digital image processing to the next generation of satellite systems, this book provides a comprehensive introduction to the field of remote sensing and image interpretation. This book is discipline neutral, so readers in any field of study can gain a clear understanding of these systems and their virtually unlimited applications. * The authors underscore close interactions among the related areas of remote sensing, GIS, GPS, digital image processing, and environmental modeling. * Appendices include material on sources of remote sensing data and information, remote sensing periodicals, online glossaries, and online tutorials.

Multispectral Satellite Image Understanding

Multispectral Satellite Image Understanding PDF

Author: Cem Ünsalan

Publisher: Springer Science & Business Media

Published: 2011-05-18

Total Pages: 189

ISBN-13: 0857296671

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This book presents a comprehensive review of image processing methods, for the analysis of land use in residential areas. Combining a theoretical framework with highly practical applications, the book describes a system for the effective detection of single houses and streets in very high resolution. Topics and features: with a Foreword by Prof. Dr. Peter Reinartz of the German Aerospace Center; provides end-of-chapter summaries and review questions; presents a detailed review on remote sensing satellites; examines the multispectral information that can be obtained from satellite images, with a focus on vegetation and shadow-water indices; investigates methods for land-use classification, introducing precise graph theoretical measures over panchromatic images; addresses the problem of detecting residential regions; describes a house and street network-detection subsystem; concludes with a summary of the key ideas covered in the book.

REMOTE SENSING AND IMAGE INTERPRETATION, 6TH EDITION

REMOTE SENSING AND IMAGE INTERPRETATION, 6TH EDITION PDF

Author: Lillesand

Publisher:

Published: 2011-08-01

Total Pages: 772

ISBN-13: 9788126532230

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Market_Desc: Scientists. Special Features: · Provides expanded coverage of such topics as digital cameras, disaster assessment, and atmospheric and topographic radiometric correction· Stresses the dominant role of digital data collection and analysis (vs. analog)· Examines Earth resource satellites operating in the optical spectrum· Discusses multispectral, thermal, and hyperspectral sensing· Includes updated images, line drawings and color plates About The Book: From recent developments in digital image processing to the next generation of satellite systems, this book provides a comprehensive introduction to the field of remote sensing and image interpretation. This book is discipline neutral, so readers in any field of study can gain a clear understanding of these systems and their virtually unlimited applications. Providing an exciting overview of the field, this book covers the science of remote sensing from physical basis to sensors and applications. The new Sixth Edition not only offers the latest information, but also has been revised to make the material more accessible.

Remote Sensing and Image Interpretation

Remote Sensing and Image Interpretation PDF

Author: Thomas M. Lillesand

Publisher:

Published: 1994-01-27

Total Pages: 802

ISBN-13:

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Intended for introductory courses in remote sensing offered by departments of geography, engineering, forestry or geology, this text surveys photographic techniques and applies them to various fields. It also explores the interpretation of data collected by other types of sensors.