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Uncertainty in Remote Sensing and GIS

Uncertainty in Remote Sensing and GIS PDF Author: Giles M. Foody
Publisher: John Wiley & Sons
ISBN: 0470859245
Category : Technology & Engineering
Languages : en
Pages : 326

Book Description
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.

Uncertainty in Remote Sensing and GIS

Uncertainty in Remote Sensing and GIS PDF Author: Giles M. Foody
Publisher: John Wiley & Sons
ISBN: 0470859245
Category : Technology & Engineering
Languages : en
Pages : 326

Book Description
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.

Uncertainty in Geographical Information

Uncertainty in Geographical Information PDF Author: Jingxiong Zhang
Publisher: CRC Press
ISBN: 0203471326
Category : Technology & Engineering
Languages : en
Pages : 277

Book Description
As Geographic Information Systems (GIS) develop, there is a need to demystify the complex geographical world to facilitate computerization in GIS by the inaccuracies that emerge from man-machine interactions in data acquisition and by error propagation in geoprocessing. Users need to be aware of the impacts of uncertainties in spatial analysis and decision-making. Uncertainty in Geographical Information discusses theoretical and practical aspects of spatial data processing and uncertainties, and covers a wide range of types of errors and fuzziness and emphasizes description and modeling. High level GIS professionals, researchers and graduate students will find this a constructive book.

Quantifying Spatial Uncertainty in Natural Resources

Quantifying Spatial Uncertainty in Natural Resources PDF Author: H. Todd Mowrer
Publisher: CRC Press
ISBN: 0203305582
Category : Technology & Engineering
Languages : en
Pages : 278

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

Spatial Uncertainty in Ecology

Spatial Uncertainty in Ecology PDF Author: Carolyn T. Hunsaker
Publisher: Springer Science & Business Media
ISBN: 1461302099
Category : Science
Languages : en
Pages : 417

Book Description
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.

A Methodology for Spatial Uncertainty Analysis of Remote Sensing and GIS Products

A Methodology for Spatial Uncertainty Analysis of Remote Sensing and GIS Products PDF Author:
Publisher:
ISBN:
Category : Remote sensing
Languages : en
Pages : 10

Book Description


Spatial Accuracy Assessment

Spatial Accuracy Assessment PDF Author: Kim Lowell
Publisher: CRC Press
ISBN: 1482279576
Category : Technology & Engineering
Languages : en
Pages : 474

Book Description
Spatial technologies such as GIS and remote sensing are widely used for environmental and natural resource studies. Spatial Accuracy Assessment provides state-of-the-science methods, techniques and real-world solutions designed to validate spatial data, to meet quality assurance objectives, and to ensure cost-effective project implementation.

Integration of GIS and Remote Sensing

Integration of GIS and Remote Sensing PDF Author: Victor Mesev
Publisher: John Wiley & Sons
ISBN: 0470864117
Category : Science
Languages : en
Pages : 312

Book Description
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.

Geographic Uncertainty in Environmental Security

Geographic Uncertainty in Environmental Security PDF Author: Ashley Morris
Publisher: Springer
ISBN: 1402064381
Category : Science
Languages : en
Pages : 287

Book Description
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.

Uncertainty and Context in Giscience and Geography

Uncertainty and Context in Giscience and Geography PDF Author: Yongwan Chun
Publisher: Routledge
ISBN: 9780367643003
Category :
Languages : en
Pages : 0

Book Description
This book illustrates how cutting-edge research explores recent advances in this area, and will serve as a useful point of departure for GIScientists to conceive new approaches and solutions for addressing these challenges in future research.

Spatial Statistics for Remote Sensing

Spatial Statistics for Remote Sensing PDF Author: A. Stein
Publisher: Springer Science & Business Media
ISBN: 0306476479
Category : Science
Languages : en
Pages : 284

Book Description
This book is a collection of papers on spatial statistics for remote sensing. The book emerges from a study day that was organized in 1996 at the International Institute for Aerospace Survey and Earth Sciences, ITC, in Enschede, The Netherlands. It was by several means a memorable event. The beautiful new building, according to a design by the famous modern Dutch architect Max van Huet was just opened, and this workshop was the first to take place there. Of course, much went wrong during the workshop, in particular as the newest electronic equipment regularly failed. But the workshop attrackted more than hundred attendants, and was generally well received. The results of the workshop have been published in Stein et al. (1998). The aim of the workshop was to address issues of spatial statistics for remote sensing. The ITC has a long history on collecting and analyzing satellite and other remote sensing data, but its involvement into spatial statistics is of a more recent date. Uncertainties in remote sensing images and the large amounts of data in many spectral bands are now considered to be of such an impact that it requires a separate approach from a statistical point of view. To quote from the justification of the study day, we read: Modern communication means such as remote sensing require an advanced use of collected data. Satellites collect data with different resolution on different spectral bands.