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Object-Based Image Analysis

Author : Thomas Blaschke
Publisher : Springer Science & Business Media
ISBN 13 : 3540770585
Total Pages : 804 pages
Book Rating : 4.5/5 (47 download)

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Book Synopsis Object-Based Image Analysis by : Thomas Blaschke

Download or read book Object-Based Image Analysis written by Thomas Blaschke and published by Springer Science & Business Media. This book was released on 2008-08-09 with total page 804 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book brings together a collection of invited interdisciplinary persp- tives on the recent topic of Object-based Image Analysis (OBIA). Its c- st tent is based on select papers from the 1 OBIA International Conference held in Salzburg in July 2006, and is enriched by several invited chapters. All submissions have passed through a blind peer-review process resulting in what we believe is a timely volume of the highest scientific, theoretical and technical standards. The concept of OBIA first gained widespread interest within the GIScience (Geographic Information Science) community circa 2000, with the advent of the first commercial software for what was then termed ‘obje- oriented image analysis’. However, it is widely agreed that OBIA builds on older segmentation, edge-detection and classification concepts that have been used in remote sensing image analysis for several decades. Nevert- less, its emergence has provided a new critical bridge to spatial concepts applied in multiscale landscape analysis, Geographic Information Systems (GIS) and the synergy between image-objects and their radiometric char- teristics and analyses in Earth Observation data (EO).

Global Urban Monitoring and Assessment through Earth Observation

Author : Qihao Weng
Publisher : CRC Press
ISBN 13 : 1466564490
Total Pages : 420 pages
Book Rating : 4.4/5 (665 download)

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Book Synopsis Global Urban Monitoring and Assessment through Earth Observation by : Qihao Weng

Download or read book Global Urban Monitoring and Assessment through Earth Observation written by Qihao Weng and published by CRC Press. This book was released on 2014-05-23 with total page 420 pages. Available in PDF, EPUB and Kindle. Book excerpt: Cities and towns are the original producers of many of the global environmental problems related to waste disposal, and air and water pollution. There is a rapidly growing need for technologies that will enable monitoring of the world’s natural resources and urban assets, and managing exposure to natural and man-made risks. The Group on Earth Observation (GEO) calls for strengthening the cooperation and coordination among global observing systems and research programs. Global Urban Monitoring and Assessment through Earth Observation introduces this important international collaborative effort, reviews the current state of global urban remote sensing, and expands on future directions in the field. The book reviews the current state of global urban monitoring, assessment, modeling, and prediction through Earth observation and related technologies. It then introduces GEO’s important international collaborative effort—Global Urban Observation and Information Task—and the current state of global urban remote sensing and future directions. It explores groundbreaking work in urban remote sensing and examines how it could contribute to the development of innovative concepts and techniques for sustainable urban development. Despite significant progress in recent years, there remain substantial gaps in ongoing national, regional, and global efforts to address environmental challenges. Edited by a well-known expert in the field of remote sensing, GIS, and other geospatial technologies, this book addresses the gaps in an effective and long-term manner, highlighting the importance of increased coordination and networking among major stakeholders and of working together with other key international mechanisms. Drawing on the expertise of pioneers in the field from across the globe, the book details emerging research in the theory, methods, and techniques of urban remote sensing that provide insight into how to solve the major issues of sustainable development—one of the most important issues facing society in the future.

Classification Methods for Remotely Sensed Data

Author : Taskin Kavzoglu
Publisher : CRC Press
ISBN 13 : 104009905X
Total Pages : 444 pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis Classification Methods for Remotely Sensed Data by : Taskin Kavzoglu

Download or read book Classification Methods for Remotely Sensed Data written by Taskin Kavzoglu and published by CRC Press. This book was released on 2024-09-04 with total page 444 pages. Available in PDF, EPUB and Kindle. Book excerpt: The third edition of the bestselling Classification Methods for Remotely Sensed Data covers current state-of-the-art machine learning algorithms and developments in the analysis of remotely sensed data. This book is thoroughly updated to meet the needs of readers today and provides six new chapters on deep learning, feature extraction and selection, multisource image fusion, hyperparameter optimization, accuracy assessment with model explainability, and object-based image analysis, which is relatively a new paradigm in image processing and classification. It presents new AI-based analysis tools and metrics together with ongoing debates on accuracy assessment strategies and XAI methods. New in this edition: Provides comprehensive background on the theory of deep learning and its application to remote sensing data. Includes a chapter on hyperparameter optimization techniques to guarantee the highest performance in classification applications. Outlines the latest strategies and accuracy measures in accuracy assessment and summarizes accuracy metrics and assessment strategies. Discusses the methods used for explaining inherent structures and weighing the features of ML and AI algorithms that are critical for explaining the robustness of the models. This book is intended for industry professionals, researchers, academics, and graduate students who want a thorough and up-to-date guide to the many and varied techniques of image classification applied in the fields of geography, geospatial and earth sciences, electronic and computer science, environmental engineering, etc.

Remotely Sensed Data Characterization, Classification, and Accuracies

Author : Ph.D., Prasad S. Thenkabail
Publisher : CRC Press
ISBN 13 : 1482217872
Total Pages : 698 pages
Book Rating : 4.4/5 (822 download)

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Book Synopsis Remotely Sensed Data Characterization, Classification, and Accuracies by : Ph.D., Prasad S. Thenkabail

Download or read book Remotely Sensed Data Characterization, Classification, and Accuracies written by Ph.D., Prasad S. Thenkabail and published by CRC Press. This book was released on 2015-10-02 with total page 698 pages. Available in PDF, EPUB and Kindle. Book excerpt: A volume in the Remote Sensing Handbook series, Remotely Sensed Data Characterization, Classification, and Accuracies documents the scientific and methodological advances that have taken place during the last 50 years. The other two volumes in the series are Land Resources Monitoring, Modeling, and Mapping with Remote Sensing, and Remote Sensing of

Remote Sensing Handbook - Three Volume Set

Author : Prasad Thenkabail
Publisher : CRC Press
ISBN 13 : 1482282674
Total Pages : 2262 pages
Book Rating : 4.4/5 (822 download)

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Book Synopsis Remote Sensing Handbook - Three Volume Set by : Prasad Thenkabail

Download or read book Remote Sensing Handbook - Three Volume Set written by Prasad Thenkabail and published by CRC Press. This book was released on 2018-10-03 with total page 2262 pages. Available in PDF, EPUB and Kindle. Book excerpt: A volume in the three-volume Remote Sensing Handbook series, Remote Sensing of Water Resources, Disasters, and Urban Studies documents the scientific and methodological advances that have taken place during the last 50 years. The other two volumes in the series are Remotely Sensed Data Characterization, Classification, and Accuracies, and Land Reso

Rangeland Systems

Author : David D. Briske
Publisher : Springer
ISBN 13 : 3319467093
Total Pages : 664 pages
Book Rating : 4.3/5 (194 download)

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Book Synopsis Rangeland Systems by : David D. Briske

Download or read book Rangeland Systems written by David D. Briske and published by Springer. This book was released on 2017-04-12 with total page 664 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is open access under a CC BY-NC 2.5 license. This book provides an unprecedented synthesis of the current status of scientific and management knowledge regarding global rangelands and the major challenges that confront them. It has been organized around three major themes. The first summarizes the conceptual advances that have occurred in the rangeland profession. The second addresses the implications of these conceptual advances to management and policy. The third assesses several major challenges confronting global rangelands in the 21st century. This book will compliment applied range management textbooks by describing the conceptual foundation on which the rangeland profession is based. It has been written to be accessible to a broad audience, including ecosystem managers, educators, students and policy makers. The content is founded on the collective experience, knowledge and commitment of 80 authors who have worked in rangelands throughout the world. Their collective contributions indicate that a more comprehensive framework is necessary to address the complex challenges confronting global rangelands. Rangelands represent adaptive social-ecological systems, in which societal values, organizations and capacities are of equal importance to, and interact with, those of ecological processes. A more comprehensive framework for rangeland systems may enable management agencies, and educational, research and policy making organizations to more effectively assess complex problems and develop appropriate solutions.

Advances in Environmental Remote Sensing

Author : Qihao Weng
Publisher : CRC Press
ISBN 13 : 1420091816
Total Pages : 610 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Advances in Environmental Remote Sensing by : Qihao Weng

Download or read book Advances in Environmental Remote Sensing written by Qihao Weng and published by CRC Press. This book was released on 2011-02-16 with total page 610 pages. Available in PDF, EPUB and Kindle. Book excerpt: Generating a satisfactory classification image from remote sensing data is not a straightforward task. Many factors contribute to this difficulty including the characteristics of a study area, availability of suitable remote sensing data, ancillary and ground reference data, proper use of variables and classification algorithms, and the analyst's e

Remote Sensing of Natural Hazards

Author : Jay Gao
Publisher : CRC Press
ISBN 13 : 1000856119
Total Pages : 464 pages
Book Rating : 4.0/5 (8 download)

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Book Synopsis Remote Sensing of Natural Hazards by : Jay Gao

Download or read book Remote Sensing of Natural Hazards written by Jay Gao and published by CRC Press. This book was released on 2023-06-16 with total page 464 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a comprehensive coverage of remote sensing technology used to gather information on 12 types of natural hazards in the terrestrial sphere, biosphere, hydrosphere, and atmosphere. It clarifies in detail how to yield spatial and quantitative data on a natural hazard, including its spatial distribution, severity, causes, and the likelihood of occurrence. The author explains multiple methods of attaining data, describes the pros and cons of each method, and encourages readers to choose the best method applicable to their case. The author offers a practical approach to data analysis using the most appropriate methods and software. 1. Covers all major natural hazards including hurricanes, tornadoes, wildfires, and avalanches. 2. Studies each natural hazard holistically, ranging from spatial extent, severity, impact assessment, causes, and prediction of occurrence. 3. Explains different remotely sensed data and the most appropriate method used. 4. Compares different ways of sensing and clarifies the pros and cons of any selected data or their analysis. 5. Provides ample examples of each aspect of a natural hazard studied augmented with graphic illustrations and quality assurance information. All professionals working in the field of natural hazards, senior undergraduate, and graduate students, will find in-depth approaches and sufficient information to become knowledgeable in the methods of yielding and analyzing data provided with remote sensing technology, ultimately providing a deeper understanding of natural hazards.

Proceedings of Olivebioteq 2018 – Olive Management, Biotechnology and Authenticity of Olive Products

Author : José Enrique Fernández
Publisher : Frontiers Media SA
ISBN 13 : 2889639509
Total Pages : 269 pages
Book Rating : 4.8/5 (896 download)

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Book Synopsis Proceedings of Olivebioteq 2018 – Olive Management, Biotechnology and Authenticity of Olive Products by : José Enrique Fernández

Download or read book Proceedings of Olivebioteq 2018 – Olive Management, Biotechnology and Authenticity of Olive Products written by José Enrique Fernández and published by Frontiers Media SA. This book was released on 2020-08-28 with total page 269 pages. Available in PDF, EPUB and Kindle. Book excerpt: This eBook is a collection of articles from a Frontiers Research Topic. Frontiers Research Topics are very popular trademarks of the Frontiers Journals Series: they are collections of at least ten articles, all centered on a particular subject. With their unique mix of varied contributions from Original Research to Review Articles, Frontiers Research Topics unify the most influential researchers, the latest key findings and historical advances in a hot research area! Find out more on how to host your own Frontiers Research Topic or contribute to one as an author by contacting the Frontiers Editorial Office: frontiersin.org/about/contact.

Remote Sensing Handbook, Volume II

Author : Prasad S. Thenkabail
Publisher : CRC Press
ISBN 13 : 1040194338
Total Pages : 507 pages
Book Rating : 4.0/5 (41 download)

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Book Synopsis Remote Sensing Handbook, Volume II by : Prasad S. Thenkabail

Download or read book Remote Sensing Handbook, Volume II written by Prasad S. Thenkabail and published by CRC Press. This book was released on 2024-11-29 with total page 507 pages. Available in PDF, EPUB and Kindle. Book excerpt: Volume II of the Six Volume Remote Sensing Handbook, Second Edition, is focused on digital image processing including image classification methods in land cover and land use. It discusses object-based segmentation and pixel-based image processing algorithms, change detection techniques, and image classification for a wide array of applications including land use/land cover, croplands, urban studies, processing hyperspectral remote sensing data, thermal imagery, light detection and ranging (LiDAR), geoprocessing workflows, frontiers of GIScience, and future pathways. This thoroughly revised and updated volume draws on the expertise of a diverse array of leading international authorities in remote sensing and provides an essential resource for researchers at all levels interested in using remote sensing. It integrates discussions of remote sensing principles, data, methods, development, applications, and scientific and social context. Features Provides the most up-to-date comprehensive coverage of digital image processing. Highlights object-based image analysis (OBIA) and pixel-based classification methods and techniques of digital image processing. Demonstrates practical examples of image processing for a myriad of applications such as land use/land cover, croplands, and urban. Establishes image processing using different types of remote sensing data that includes multispectral, radar, LiDAR, thermal, and hyperspectral. Highlights change detection, geoprocessing, and GIScience. This volume is an excellent resource for the entire remote sensing and GIS community. Academics, researchers, undergraduate and graduate students, as well as practitioners, decision makers, and policymakers, will benefit from the expertise of the professionals featured in this book, and their extensive knowledge of new and emerging trends.

Urban Inequalities from Space

Author : Monika Kuffer
Publisher : Springer Nature
ISBN 13 : 3031491831
Total Pages : 304 pages
Book Rating : 4.0/5 (314 download)

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Book Synopsis Urban Inequalities from Space by : Monika Kuffer

Download or read book Urban Inequalities from Space written by Monika Kuffer and published by Springer Nature. This book was released on with total page 304 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Remote Sensing of Wetlands

Author : Ralph W. Tiner
Publisher : CRC Press
ISBN 13 : 1482237385
Total Pages : 574 pages
Book Rating : 4.4/5 (822 download)

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Book Synopsis Remote Sensing of Wetlands by : Ralph W. Tiner

Download or read book Remote Sensing of Wetlands written by Ralph W. Tiner and published by CRC Press. This book was released on 2015-03-23 with total page 574 pages. Available in PDF, EPUB and Kindle. Book excerpt: Effectively Manage Wetland Resources Using the Best Available Remote Sensing TechniquesUtilizing top scientists in the wetland classification and mapping field, Remote Sensing of Wetlands: Applications and Advances covers the rapidly changing landscape of wetlands and describes the latest advances in remote sensing that have taken place over the pa

European Spatial Data for Coastal and Marine Remote Sensing

Author : Simona Niculescu
Publisher : Springer Nature
ISBN 13 : 3031162137
Total Pages : 256 pages
Book Rating : 4.0/5 (311 download)

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Book Synopsis European Spatial Data for Coastal and Marine Remote Sensing by : Simona Niculescu

Download or read book European Spatial Data for Coastal and Marine Remote Sensing written by Simona Niculescu and published by Springer Nature. This book was released on 2022-11-30 with total page 256 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume presents full paper contributions from the International Conference of European Spatial Data for Coastal and Marine Remote Sensing (EUCOMARE) 2022, with the support of the ERASMUS+ Programme of the European Union, held in Saint Malo, France. EUCOMARE aims to promote academic and technical exchange on coastal related studies including coastal environmental and socio-economic issues, with the use of European remotely sensed data. The book is an excellent resource for scientists, engineers, and programme managers eager to learn about the recent developments and achievements in the field of remote sensing applications on marine and coastal areas. Readers will learn about recent advances in sensors' radiometric, spatial, temporal and spectral resolution, as well as new data processing approaches in remote sensing for monitoring and mapping the various characteristics of marine, coastal and aquatic systems.

Modern Fuzzy Control Systems and Its Applications

Author : S. Ramakrishnan
Publisher : BoD – Books on Demand
ISBN 13 : 9535133896
Total Pages : 468 pages
Book Rating : 4.5/5 (351 download)

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Book Synopsis Modern Fuzzy Control Systems and Its Applications by : S. Ramakrishnan

Download or read book Modern Fuzzy Control Systems and Its Applications written by S. Ramakrishnan and published by BoD – Books on Demand. This book was released on 2017-08-30 with total page 468 pages. Available in PDF, EPUB and Kindle. Book excerpt: Control systems play an important role in engineering. Fuzzy logic is the natural choice for designing control applications and is the most popular and appropriate for the control of home and industrial appliances. Academic and industrial experts are constantly researching and proposing innovative and effective fuzzy control systems. This book is an edited volume and has 21 innovative chapters arranged into five sections covering applications of fuzzy control systems in energy and power systems, navigation systems, imaging, and industrial engineering. Overall, this book provides a rich set of modern fuzzy control systems and their applications and will be a useful resource for the graduate students, researchers, and practicing engineers in the field of electrical engineering.

History of the Lolo Trail and the Nez Perce Indians

Author : Steve F. Russell
Publisher : Historic Trails Press, Ames, Iowa
ISBN 13 :
Total Pages : 77 pages
Book Rating : 4./5 ( download)

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Book Synopsis History of the Lolo Trail and the Nez Perce Indians by : Steve F. Russell

Download or read book History of the Lolo Trail and the Nez Perce Indians written by Steve F. Russell and published by Historic Trails Press, Ames, Iowa. This book was released on 1998-12-31 with total page 77 pages. Available in PDF, EPUB and Kindle. Book excerpt: During September 1-4, 1805, the Corps of Discovery under the command of Lewis and Clark bushwacked their way northward over the dividing ridge between the waters of what they called Lewis' River on the south and Clark's River on the north. They began on the Salmon River in Idaho and their destination was the Bitterroot River in Montana. They were not following an established Indian trail because they chose to go due north over the most direct route possible. The established Indian trail, at that time, looped eastward through the Big Hole before going northward up Trail Creek, over Gibbons Pass, and then into the Bitterroot Valley. The route of the Corps of Discovery over Lost Trail Pass is, to repeat an often used phrase, "a puzzle wrapped in a mystery, shrouded by an enigma." It remains a major challenge to the Lewis and Clark trail community to determine their route for September 1-4, 1805 and their September 2nd and 3rd camping sites. This paper reports on a technique the author has developed, using topography and computer analysis techniques, that can be applied to the Lost Trail route. For the past 12 years, I have been doing research on the Lolo Trail from Lolo, Montana to Weippe, Idaho. This work is nearing completion and will result in the accurate location and documentation of the trails within the Lolo Trail System: the Northern Nez Perces Trail, the Bird-Truax Trail, and the Lewis and Clark route. The research techniques developed for the Lolo Trail were applied to the Lost Trail route using modern map data and the expedition*s journal narratives and maps. While the Lolo Trail research results were validated by cross-checking with many other historical sources, as well as ground truthing, no known equivalent resources exist for the Lost Trail route. The party "bushwhacked" their way over the pass and did not follow an established "roade." Without the remnants of a well-travelled Indian trail, we are left with only their journal records and the topography to be our guide.

Urban Remote Sensing

Author : Xiaojun Yang
Publisher : John Wiley & Sons
ISBN 13 : 0470979895
Total Pages : 627 pages
Book Rating : 4.4/5 (79 download)

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Book Synopsis Urban Remote Sensing by : Xiaojun Yang

Download or read book Urban Remote Sensing written by Xiaojun Yang and published by John Wiley & Sons. This book was released on 2011-03-23 with total page 627 pages. Available in PDF, EPUB and Kindle. Book excerpt: Urban Remote Sensing is designed for upper level undergraduates, graduates, researchers and practitioners, and has a clear focus on the development of remote sensing technology for monitoring, synthesis and modeling in the urban environment. It covers four major areas: the use of high-resolution satellite imagery or alternative sources of image date (such as high-resolution SAR and LIDAR) for urban feature extraction; the development of improved image processing algorithms and techniques for deriving accurate and consistent information on urban attributes from remote sensor data; the development of analytical techniques and methods for deriving indicators of socioeconomic and environmental conditions that prevail within urban landscape; and the development of remote sensing and spatial analytical techniques for urban growth simulation and predictive modeling.

Applications of Small Unmanned Aircraft Systems

Author : J.B. Sharma
Publisher : CRC Press
ISBN 13 : 0429534329
Total Pages : 262 pages
Book Rating : 4.4/5 (295 download)

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Book Synopsis Applications of Small Unmanned Aircraft Systems by : J.B. Sharma

Download or read book Applications of Small Unmanned Aircraft Systems written by J.B. Sharma and published by CRC Press. This book was released on 2019-10-18 with total page 262 pages. Available in PDF, EPUB and Kindle. Book excerpt: Advances in high spatial resolution mapping capabilities and the new rules established by the Federal Aviation Administration in the United States for the operation of Small Unmanned Aircraft Systems (sUAS) have provided new opportunities to acquire aerial data at a lower cost and more safely versus other methods. A similar opening of the skies for sUAS applications is being allowed in countries across the world. Also, sUAS can access hazardous or inaccessible areas during disaster events and provide rapid response when needed. Applications of Small Unmanned Aircraft systems: Best Practices and Case Studies is the first book that brings together the best practices of sUAS applied to a broad range of issues in high spatial resolution mapping projects. Very few sUAS pilots have the knowledge of how the collected imagery is processed into value added mapping products that have commercial and/or academic import. Since the field of sUAS applications is just a few years old, this book covers the need for a compendium of case studies to guide the planning, data collection, and most importantly data processing and map error issues, with the range of sensors available to the user community. Written by experienced academics and professionals, this book serves as a guide on how to formulate sUAS based projects, from choice of a sUAS, flight planning for a particular application, sensors and data acquisition, data processing software, mapping software and use of the high spatial resolution maps produced for particular types of geospatial modeling. Features: Focus on sUAS based data acquisition and processing into map products Broad range of case studies by highly experienced academics Practical guidance on sUAS hardware, sensors, and software utilized Compilation of workflow insights from expert professors and professionals Relevant to academia, government, and industry Positional and thematic map accuracy, UAS curriculum development and workflow replicability issues This book would be an excellent text for upper-level undergraduate to graduate level sUAS mapping application courses. It is also invaluable as a reference for educators designing sUAS based curriculum as well as for potential sUAS users to assess the scope of mapping projects that can be done with this technology.