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Remote Sensing And Gis Accuracy Assessment

Author: Ross S. Lunetta
Publisher: CRC Press
ISBN: 0203497589
Size: 52.54 MB
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The development of robust accuracy assessment methods for the validation of spatial data represents a difficult challenge for the geospatial science community. Obstacles to robust assessments include continuous data characteristics and positional errors, demanding ongoing development by GIS and remote sensing experts. Based upon a special symposium sponsored by the U.S. Environmental Protection Agency (EPA), Remote Sensing and GIS Accuracy Assessment evaluates the important scientific elements related to the performance of accuracy assessments for remotely sensed data, GIS data analysis, and integration products. Scientists from federal, state, and local governments, academia, and nongovernmental organizations present twenty technical chapters that examine sampling issues, reference data collection, edge and boundary effects, error matrix and fuzzy assessments, error budget analysis, and change detection accuracy assessment. The book includes the keynote presentation by Russell G. Congalton that provides a historical accuracy assessment overview, articulatescurrent technical shortcomings, and identified numerous issues that were debated throughout the symposium. All chapters underwent a peer review and were determined to be valuable to the remote sensing and GIS community. The editors arranged the chapters as a series of complementary scientific topics to provide you with a detailed treatise on spatial data accuracy assessment issues.

Assessing The Accuracy Of Remotely Sensed Data

Author: Russell G. Congalton
Publisher: CRC Press
ISBN: 9781420048568
Size: 78.34 MB
Format: PDF
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Because the accuracy of remotely sensed data is critical to any successful mapping project, accuracy assessment is an important tool for anyone who uses remote sensing. This is a complete guide to assessing the accuracy of maps generated from remotely sensed data, and the only book available that is devoted solely to this complex topic.

Manual Of Geospatial Science And Technology Second Edition

Author: John D. Bossler
Publisher: CRC Press
ISBN: 9781420087345
Size: 10.75 MB
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Following in the tradition of its popular predecessor, the Manual of Geospatial Science and Technology, Second Edition continues to be the authoritative volume that covers all aspects of the field, both basic and applied, and includes a focus on initiating, planning, and managing GIS projects. This comprehensive resource, which contains contributions from 53 leading experts and professors in the areas of GIS, GPS, and remote sensing, reflects the very latest advances in the technology, applications, and usage of the geospatial sciences in many key disciplines, from natural resource analysis to transportation planning. Significantly updated and expanded, this reader-friendly manual introduces the fundamentals in mathematics and physics needed to perform area-wide mapping, inventory, data conversion, and analysis. The text maintains a focus on the practical aspects of these technologies and remains the only resource to cover the areas of GIS, GPS, and remote sensing with such breadth and clarity. An expanded index, new and revised figures, a color insert, and an easier to read format are among the many improvements to this edition. New to the Second Edition: Revised chapters reflecting the changes that have occurred in the technology, applications, and usage of geospacial science Coverage of GIS applications in automobile navigation and enterprise-wide applications A new chapter devoted to basic statistics and least squares solutions Expanded international scope that addresses the other Global Navigation Satellite Systems (GNSS), including the Russian Federation system (GLONASS), the Chinese system (COMPASS), and the European space agency system (GALILEO) A new chapter covering Light Detection and Ranging (LiDAR) A new chapter that addresses privacy issues, legal concerns, and the emerging field of public participation GIS (PPGIS) New material on the expanding field of geovisualization The text presents many real-world applications, including road map navigation using GPS, as well as problems associated with mapping, inventory of land parcels, and data analysis. Complete with helpful references, decision making tools, and many new case studies, this time-saving resource provides the practical understanding required to harness the potential of these dynamic technologies.

Spatial Accuracy Assessment

Author: Kim Lowell
Publisher: CRC Press
ISBN: 9781575041193
Size: 38.23 MB
Format: PDF, Mobi
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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 and completion. If you use GIS, remote sensing and other spatial mapping technologies for resource management, land use planning, engineering or environmental studies, this vital reference will save you time and money.

The Sage Handbook Of Remote Sensing

Author: Timothy A Warner
Publisher: SAGE
ISBN: 1446246140
Size: 77.70 MB
Format: PDF, Kindle
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'A magnificent achievement. A who's who of contemporary remote sensing have produced an engaging, wide-ranging and scholarly review of the field in just one volume' - Professor Paul Curran, Vice-Chancellor, Bournemouth University Remote Sensing acquires and interprets small or large-scale data about the Earth from a distance. Using a wide range of spatial, spectral, temporal, and radiometric scales Remote Sensing is a large and diverse field for which this Handbook will be the key research reference. Organized in four key sections: • Interactions of Electromagnetic Radiation with the Terrestrial Environment: chapters on Visible, Near-IR and Shortwave IR; Middle IR (3-5 micrometers); Thermal IR ; Microwave • Digital sensors and Image Characteristics: chapters on Sensor Technology; Coarse Spatial Resolution Optical Sensors ; Medium Spatial Resolution Optical Sensors; Fine Spatial Resolution Optical Sensors; Video Imaging and Multispectral Digital Photography; Hyperspectral Sensors; Radar and Passive Microwave Sensors; Lidar • Remote Sensing Analysis - Design and Implementation: chapters on Image Pre-Processing; Ground Data Collection; Integration with GIS; Quantitative Models in Remote Sensing; Validation and accuracy assessment; • Remote Sensing Analysis - Applications: LITHOSPHERIC SCIENCES: chapters on Topography; Geology; Soils; PLANT SCIENCES: Vegetation; Agriculture; HYDROSPHERIC and CRYSOPHERIC SCIENCES: Hydrosphere: Fresh and Ocean Water; Cryosphere; GLOBAL CHANGE AND HUMAN ENVIRONMENTS: Earth Systems; Human Environments & Links to the Social Sciences; Real Time Monitoring Systems and Disaster Management; Land Cover Change Illustrated throughout, an essential resource for the analysis of remotely sensed data, the SAGE Handbook of Remote Sensing provides researchers with a definitive statement of the core concepts and methodologies in the discipline.

Remote Sensing Of Natural Resources

Author: Guangxing Wang
Publisher: CRC Press
ISBN: 1466556935
Size: 74.72 MB
Format: PDF, Kindle
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Highlighting new technologies, Remote Sensing of Natural Resources explores advanced remote sensing systems and algorithms for image processing, enhancement, feature extraction, data fusion, image classification, image-based modeling, image-based sampling design, map accuracy assessment and quality control. It also discusses their applications for evaluation of natural resources, including sampling design, land use and land cover classification, natural landscape and ecosystem assessment, forestry, agriculture, biomass and carbon-cycle modeling, wetland classification and dynamics monitoring, and soils and minerals mapping. The book combines review articles with case studies that demonstrate recent advances and developments of methods, techniques, and applications of remote sensing, with each chapter on a specific area of natural resources. Through a comprehensive examination of the wide range of applications of remote sensing technologies to natural resources, the book provides insight into advanced remote sensing systems, technologies, and algorithms for researchers, scientists, engineers, and decision makers.

Scale In Remote Sensing And Gis

Author: Dale A. Quattrochi
Publisher: CRC Press
ISBN: 9781566701044
Size: 32.46 MB
Format: PDF, ePub, Docs
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The recent emergence and widespread use of remote sensing and geographic information systems (GIS) has prompted new interest in scale as a key component of these and other geographic information technologies. Techniques for dealing explicitly with scale are now available in GIS, but, until now, very little literature was available to consider and solve specific issues of scale. With a balanced mixture of concepts, practical examples, techniques, and theory, Scale in Remote Sensing and GIS is a guide for students and users of remote sensing and GIS who must deal with the issues raised by multiple temporal and spatial scales.

Geoenvironmental Mapping Methods Theory And Practice

Author: Peter T Bobrowsky
Publisher: CRC Press
ISBN: 9789054104872
Size: 66.33 MB
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This text illustrates the range of environmental geoscience mapping presently carried out around the world. Specialists in several countries have contributed a number of subdisciplinary and thematic topics including volcanic hazards, landslides, dolines, tsunamis, radon potential, medical geology, rainfall erosion, engineering geology, borehole stratigraphy, lake sediment geochemistry, aggregate resources and remote sensing. The collection, analysis and interpretation of data by geologists, geographers and engineers typically involves the presentation of information in map form, which can range from black/white to colour, 2-D to 3-D and paper copy to digital format illustrations. This volume reaffirms the global need for mapping geoscientific data.

Uncertainty In Remote Sensing And Gis

Author: Giles M. Foody
Publisher: John Wiley & Sons
ISBN: 0470859245
Size: 24.80 MB
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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.

The Operational Role Of Remote Sensing In Forest And Landscape Management

Author: Gen Takao
Publisher: CIFOR
ISBN: 6028693162
Size: 33.11 MB
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Remote Sensing has contributed to forest and landscape management. The technology, which includes sensors, processing software and analysis, has been extensively studied and applied. Studies that employed remote sensing have improved understanding of the sites studied. At the strategic level of forest planning, or in general planning for forest resource allocation over a wide area, remote sensing can play an important role in estimating and monitoring forest cover. At the tactical level, however, when planning forest management activities in a specific forested landscape, remote sensing has not yet contributed as much as expected: Methods proved successful under research conditions cannot always be applied to operational management. There is a gap between scientific and operational uses. Recognising this gap, forest management practitioners and scientists gathered for a daylong focus group discussion to examine constraints and understand better what practitioners expected remote sensing to do for them. The following recommendations arose from the group discussions.