Remote Sensing of Impervious Surfaces

Expertly written and edited, this book focuses on mapping, data extraction, and modeling techniques specific to remote sensing of impervious surfaces. It introduces remote sensing digital image processing techniques for estimating and mapping impervious surfaces in urban and rural areas. Presenting...

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Bibliographic Details
Main Author Weng, Qihao
Format eBook Book
LanguageEnglish
Published Boca Raton CRC Press 2008
Taylor & Francis Group
Edition1
SeriesTaylor & Francis Series in Remote Sensing Applications
Subjects
Buildings
Buildings > Location > Remote sensing
Land use, Urban
Land use, Urban > Remote sensing
Pavements
Pavements > Location > Remote sensing
Urban hydrology
Urban hydrology - Remote sensing
Low Albedo Fraction Images
Impervious Surface Area
LiDAR Data
LiDAR Footprint
SAR Sensor
Impervious Area
Imperviousness Categories
Road Segments
ISA Mapping
Road Extraction
Fraction Images
Impervious Surface
Impervious Surface Area Estimation
High Spatial Resolution Images
Percent ISA
SAR Data
SMA
Spot Pan
TM Pixel
Minnesota Pollution Control Agency
Impervious Surface Image
SAR Image
High Resolution Satellite Images
Impervious Surface Mapping
Impervious Surface Estimations
Online AccessGet full text
ISBN9781420043747
1420043749
DOI10.1201/9781420043754

Cover

Table of Contents:
  • Front cover -- Contents -- Editor -- Contributors -- Remote Sensing of Impervious Surfaces: An Overview -- Part I: Digital Remote Sensing Methods -- Chapter 1. Estimating and Mapping Impervious Surface Area by Regression Analysis of Landsat Imagery -- Chapter 2. Subpixel Imperviousness Estimation with IKONOS Imagery: An Artifical Neural Network Approach -- Chapter 3. Mapping Imervious Surfaces Using Classification and Regression Tree Algorithm -- Chapter 4. Mapping Urban Imervious Surfaces from Medium and High Spatial Resolution Multispectral Imagery -- Part II: Technological Advances in Impervious Surface Mapping -- Chapter 5. The SPLIT and MASC Models for Extraction of Impervious Surface Areas from Multiple Remote Sensing Data -- Chapter 6. Extracting Impervious Surface from Hyperspectral Imagery with Linear Spectral Mixture Analysis -- Chapter 7. Separating Types of Impervious Land Cover Using Fractals -- Chapter 8. Fusion of Radar and Optical Data for Identification of Human Settlements -- Part III: Transport-Related Impervious Surfaces -- Chapter 9. Transportation Infrastructure Extraction Using Hyperspectral Remote Sensing -- Chapter 10. Transportation Infrastructure Extraction Using Hyperspectral Remote Sensing -- Chapter 11. Road Networks Derived from High Spatial Resolution Satellite Remote Sensing Data -- Chapter 12. Spectral Characteristics of Asphalt Road Surfaces -- Part IV: Roof-Related Impervious Surfaces -- Chapter 13. Urban 3D Model from LiDAR Data and Digital Aerial Images -- Chapter 14. Building Extraction from Aerial Imagery -- Chapter 15. SAR Images of Build-Up Areas: Models and Data Interpretation -- Chapter 16. Roof Mapping Using Fused Multiresolution Optical Satellite Images -- Part V: Impervious Surface Data Applications -- Chapter 17. Impervious Surface Area and Its Effect on Water Abundance and Water Quality
  • Chapter 18. Impervious Surface Area Dynamics and Storm Runoff Response -- Chapter 19. Growth of Impervious Surface Coverage and Aquatic Fauna -- Chapter 20. Using Remotely Sensed Imervious Surface Data to Estimate Population -- Authors -- Index -- Back cover