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Remote sensing of impervious surfaces

Author: Qihao Weng
Publisher: Boca Raton : CRC Press, ©2008.
Series: Taylor & Francis series in remote sensing applications.
Edition/Format:   Print book : EnglishView all editions and formats
Summary:
"Remote sensing of impervious surfaces has matured using advances in geospatial technology so recent that its applications have received only sporadic coverage in remote sensing literature. Remote Sensing of Impervious Surfaces is the first to focus entirely on this developing field. It provides detailed coverage of mapping, data extraction, and modeling techniques specific to analyzing impervious surfaces, such as
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Genre/Form: Ebook
Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Qihao Weng
ISBN: 9781420043747 1420043749
OCLC Number: 123349856
Description: xxvii, 454 pages : illustrations (some color), maps (some color) ; 25 cm.
Contents: Remote sensing of impervious surfaces: An overview / Qihao Weng --
PART I: DIGITAL REMOTE SENSING METHODS: Estimating and mapping impervious surface area by regression analysis of landsat imagery / Marvin E. Bauer, Brian C. Loffelholz, and Bruce Wilson --
Subpixel imperviousness estimation with IKONOS Imagery: An artificial neural network approach / Rama Prasada Mohapatra and Changshan Wu --
Mapping impervious surfaces using classification and regression tree algorithm / George Xian --
Mapping urban impervious surfaces from medium and high spatial resolution multispectral imagery / Dengsheng Lu and Qihao Weng --
PART II: TECHNOLOGICAL ADVANCES IN IMPERVIOUS SURFACE MAPPING: The SPLIT and MASC models for extraction of impervious surface areas from multiple remote sensing data / Yeqiao Wang, Yuyu Zhou, and Xinsheng Zhang --
Extracting impervious surface from hyperspectral imagery with linear spectral mixture analysis / Qihao Weng, Xuefei Hu, and Dengsheng Lu --
Separating types of impervious land cover using fractals / Lindi J. Quackenbush --
Fusion of radar and optical data for identification of human settlements / Paolo Gamba and Fabio Dell'Acqua --
PART III: TRANSPORT-RELATED IMPERVIOUS SURFACES: Transportation infrastructure extraction using hyperspectral remote sensing / Ramanathan Sugumaran, James Gerjevic, and Matthew Voss --
Road extraction from SAR imagery / Uwe Stilla, Stefan Hinz, Karin Hedman, and Birgit Wessel --
Road networks derived from high spatial resolution satellite remote sensing data / Renaud Peteri and Thierry Ranchin --
Spectral characteristics of asphalt road surfaces / Martin Herold --
PART IV: ROOF-RELATED IMPERVIOUS SURFACES: Urban 3D building model from LiDAR data and digital aerial images / Guoqing Zhou --
Building extraction from aerial imagery / Armin Gruen --
SAR images of built-up areas: Models and data interpretation / Giorgio Franceschetti, Antonion Iodice, and Daniele Riccio --
Roof mapping using fused multiresolution optical satellite images / Yun Zhang and Travis Maxwell --
PART V: IMPERVIOUS SURFACE DATA APPLICATIONS: Impervious surface area and its effect on water abundance and water quality / Toby N. Carlson --
Impervious surface area dynamics and storm runoff response / Assefa M. Melesse and Xixi Wang --
Growth of impervious surface coverage and aquatic fauna / Robert R. Gillies --
Using remotely sensed impervious surface data to estimate population / Bingqing Liang, Qihao Weng, and Dengsheng Lu --
Authors.
Series Title: Taylor & Francis series in remote sensing applications.
Responsibility: edited by Qihao Weng.
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Abstract:

Focusses on mapping, data extraction, and modeling techniques specific to remote sensing of impervious surfaces. This book introduces remote sensing digital image processing techniques for estimating  Read more...

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Primary Entity

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    schema:description "Remote sensing of impervious surfaces: An overview / Qihao Weng -- PART I: DIGITAL REMOTE SENSING METHODS: Estimating and mapping impervious surface area by regression analysis of landsat imagery / Marvin E. Bauer, Brian C. Loffelholz, and Bruce Wilson -- Subpixel imperviousness estimation with IKONOS Imagery: An artificial neural network approach / Rama Prasada Mohapatra and Changshan Wu -- Mapping impervious surfaces using classification and regression tree algorithm / George Xian -- Mapping urban impervious surfaces from medium and high spatial resolution multispectral imagery / Dengsheng Lu and Qihao Weng -- PART II: TECHNOLOGICAL ADVANCES IN IMPERVIOUS SURFACE MAPPING: The SPLIT and MASC models for extraction of impervious surface areas from multiple remote sensing data / Yeqiao Wang, Yuyu Zhou, and Xinsheng Zhang -- Extracting impervious surface from hyperspectral imagery with linear spectral mixture analysis / Qihao Weng, Xuefei Hu, and Dengsheng Lu -- Separating types of impervious land cover using fractals / Lindi J. Quackenbush -- Fusion of radar and optical data for identification of human settlements / Paolo Gamba and Fabio Dell'Acqua -- PART III: TRANSPORT-RELATED IMPERVIOUS SURFACES: Transportation infrastructure extraction using hyperspectral remote sensing / Ramanathan Sugumaran, James Gerjevic, and Matthew Voss -- Road extraction from SAR imagery / Uwe Stilla, Stefan Hinz, Karin Hedman, and Birgit Wessel -- Road networks derived from high spatial resolution satellite remote sensing data / Renaud Peteri and Thierry Ranchin -- Spectral characteristics of asphalt road surfaces / Martin Herold -- PART IV: ROOF-RELATED IMPERVIOUS SURFACES: Urban 3D building model from LiDAR data and digital aerial images / Guoqing Zhou -- Building extraction from aerial imagery / Armin Gruen -- SAR images of built-up areas: Models and data interpretation / Giorgio Franceschetti, Antonion Iodice, and Daniele Riccio -- Roof mapping using fused multiresolution optical satellite images / Yun Zhang and Travis Maxwell -- PART V: IMPERVIOUS SURFACE DATA APPLICATIONS: Impervious surface area and its effect on water abundance and water quality / Toby N. Carlson -- Impervious surface area dynamics and storm runoff response / Assefa M. Melesse and Xixi Wang -- Growth of impervious surface coverage and aquatic fauna / Robert R. Gillies -- Using remotely sensed impervious surface data to estimate population / Bingqing Liang, Qihao Weng, and Dengsheng Lu -- Authors."@en ;
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    schema:description "Presenting the latest modeling tools and algorithms for data extraction and analysis, the book explains how to differentiate roads, roofs, and other manmade structures from remotely sensed images for individual analysis. The final chapters examine how to use impervious surface data for predicting the flow of storm- or floodwater and studying trends in population, land use, resource distribution, and other real-world applications in environmental, urban, and regional planning. Each chapter offers a consistent format including a concise review of basic concepts and methodologies, timely case studies, and guidance for solving problems and analyzing data using the techniques presented."--Pub. desc."@en ;
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