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Uncertainty in Remote Sensing and GIS

Author : Giles M. Foody
Publisher : John Wiley & Sons
Page : 326 pages
File Size : 47,78 MB
Release : 2003-07-11
Category : Technology & Engineering
ISBN : 0470859245

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Remote sensing and geographical information science (GIS) have advanced considerably in recent years. However, the potential of remote sensing and GIS within the environmental sciences is limited by uncertainty, especially in connection with the data sets and methods used. In many studies, the issue of uncertainty has been incompletely addressed. The situation has arisen in part from a lack of appreciation of uncertainty and the problems it can cause as well as of the techniques that may be used to accommodate it. This book provides general overviews on uncertainty in remote sensing and GIS that illustrate the range of uncertainties that may occur, in addition to describing the means of measuring uncertainty and the impacts of uncertainty on analyses and interpretations made. Uncertainty in Remote Sensing and GIS provides readers with comprehensive coverage of this largely undocumented subject: * Relevant to a broad variety of disciplines including geography, environmental science, electrical engineering and statistics * Covers range of material from base overviews to specific applications * Focuses on issues connected with uncertainty at various points along typical data analysis chains used in remote sensing and GIS Written by an international team of researchers drawn from a variety of disciplines, Uncertainty in Remote Sensing and GIS provides focussed discussions on topics of considerable importance to a broad research and user community. The book is invaluable reading for researchers, advanced students and practitioners who want to understand the nature of uncertainty in remote sensing and GIS, its limitations and methods of accommodating it.

Integration of GIS and Remote Sensing

Author : Victor Mesev
Publisher : John Wiley & Sons
Page : 312 pages
File Size : 19,94 MB
Release : 2008-03-11
Category : Science
ISBN : 0470864117

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In an age of unprecedented proliferation of data from disparate sources the urgency is to create efficient methodologies that can optimise data combinations and at the same time solve increasingly complex application problems. Integration of GIS and Remote Sensing explores the tremendous potential that lies along the interface between GIS and remote sensing for activating interoperable databases and instigating information interchange. It concentrates on the rigorous and meticulous aspects of analytical data matching and thematic compatibility - the true roots of all branches of GIS/remote sensing applications. However closer harmonization is tempered by numerous technical and institutional issues, including scale incompatibility, measurement disparities, and the inescapable notion that data from GIS and remote sensing essentially represent diametrically opposing conceptual views of reality. The first part of the book defines and characterises GIS and remote sensing and presents the reader with an awareness of the many scale, taxonomical and analytical problems when attempting integration. The second part of the book moves on to demonstrate the benefits and costs of integration across a number of human and environmental applications. This book is an invaluable reference for students and professionals dealing not only with GIS and remote sensing, but also computer science, civil engineering, environmental science and urban planning within the academic, governmental and commercial/business sectors.

Quantifying Spatial Uncertainty in Natural Resources

Author : H. Todd Mowrer
Publisher : CRC Press
Page : 278 pages
File Size : 25,4 MB
Release : 2000-03-01
Category : Technology & Engineering
ISBN : 0203305582

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This book will be useful both to those new to spatial uncertainty assessment and to experienced practitioners.

Spatial Uncertainty in Ecology

Author : Carolyn T. Hunsaker
Publisher : Springer Science & Business Media
Page : 417 pages
File Size : 11,55 MB
Release : 2013-12-01
Category : Science
ISBN : 1461302099

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This is one of the first books to take an ecological perspective on uncertainty in spatial data. It applies principles and techniques from geography and other disciplines to ecological research, and thus delivers the tools of cartography, cognition, spatial statistics, remote sensing and computer sciences by way of spatial data. After describing the uses of such data in ecological research, the authors discuss how to account for the effects of uncertainty in various methods of analysis.

Principles of Modeling Uncertainties in Spatial Data and Spatial Analyses

Author : Wenzhong Shi
Publisher : CRC Press
Page : 456 pages
File Size : 49,7 MB
Release : 2009-09-30
Category : Mathematics
ISBN : 1420059289

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When compared to classical sciences such as math, with roots in prehistory, and physics, with roots in antiquity, geographical information science (GISci) is the new kid on the block. Its theoretical foundations are therefore still developing and data quality and uncertainty modeling for spatial data and spatial analysis is an important branch of t

Integrating Scale in Remote Sensing and GIS

Author : Dale A. Quattrochi
Publisher : CRC Press
Page : 440 pages
File Size : 36,16 MB
Release : 2017-01-06
Category : Technology & Engineering
ISBN : 1482218275

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Integrating Scale in Remote Sensing and GIS serves as the most comprehensive documentation of the scientific and methodological advances that have taken place in integrating scale and remote sensing data. This work addresses the invariants of scale, the ability to change scale, measures of the impact of scale, scale as a parameter in process models, and the implementation of multiscale approaches as methods and techniques for integrating multiple kinds of remote sensing data collected at varying spatial, temporal, and radiometric scales. Researchers, instructors, and students alike will benefit from a guide that has been pragmatically divided into four thematic groups: scale issues and multiple scaling; physical scale as applied to natural resources; urban scale; and human health/social scale. Teeming with insights that elucidate the significance of scale as a foundation for geographic analysis, this book is a vital resource to those seriously involved in the field of GIScience.

Integrating Scale in Remote Sensing and GIS

Author : Dale A. Quattrochi
Publisher : CRC Press
Page : 463 pages
File Size : 34,85 MB
Release : 2017-01-06
Category : Technology & Engineering
ISBN : 1315356252

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Integrating Scale in Remote Sensing and GIS serves as the most comprehensive documentation of the scientific and methodological advances that have taken place in integrating scale and remote sensing data. This work addresses the invariants of scale, the ability to change scale, measures of the impact of scale, scale as a parameter in process models, and the implementation of multiscale approaches as methods and techniques for integrating multiple kinds of remote sensing data collected at varying spatial, temporal, and radiometric scales. Researchers, instructors, and students alike will benefit from a guide that has been pragmatically divided into four thematic groups: scale issues and multiple scaling; physical scale as applied to natural resources; urban scale; and human health/social scale. Teeming with insights that elucidate the significance of scale as a foundation for geographic analysis, this book is a vital resource to those seriously involved in the field of GIScience.

Geographic Uncertainty in Environmental Security

Author : Ashley Morris
Publisher : Springer
Page : 286 pages
File Size : 10,93 MB
Release : 2007-09-14
Category : Science
ISBN : 1402064381

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This book features papers presented at a NATO Advanced Research Workshop, help in Kyiv, Ukraine, in July 2006. The workshop focused on how uncertainty and fuzziness can be better modeled and implemented in Geographic Information Science to help decision makers make more informed choices, especially as they pertain to environmental security and protection, and brought together top researchers from both NATO countries as well as partner countries.