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E-grāmata: Urban Remote Sensing

Edited by (Indiana State University, Terre Haute, USA), Edited by , Edited by
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Urban Remote Sensing, Second Edition assembles a team of professional experts to provide a much-needed update on the applications of remote sensing technology to urban and suburban areas. This book reflects new developments in spaceborne and airborne sensors, image processing methods and techniques, and wider applications of urban remote sensing to meet societal and economic challenges. In various sections of the book the authors address methods for upscaling urban feature extraction to the global scale, new methods in mapping and detecting urban landscape features and structures, and mapping and monitoring urbanization in developing countries. Additionally, readers are provided with valuable case studies such as the HEAT (Heat Energy Assessment Technologies) project in Calgary, Canada and the use of VHR (very high resolution) satellite monitoring in Salzburg, Austria to tackle challenges of urban green planning.

Features





Explores the most up-to-date developments in the field of urban remote sensing





Integrates both technical and practical aspects covering all different topics of global urban growth issues





Provides new and updated contributions addressing data mining of remotely sensed big data, recent urban studies on a global scale, accuracy assessment and validation, and new technical challenges





Examines various applications of urban remote sensing in support of urban planning, environmental management, and sustainable urban development





Authors are renowned figures in the field of remote sensing

Recenzijas

"This volume is an indispensable update of the 1st edition. The inclusion of new sensors, state-of-the art image processing techniques and practical applications makes this a must-have for urban remote sensing scientists." Karen C. Seto, Yale University, Connecticut, USA

"This book provides a comprehensive overview of new developments in urban remote sensing, including novel techniques for image/signal processing applied to the monitoring of urban areas, and wider applications of urban remote sensing in order to meet societal and economic challenges. The book also covers other important aspects such as data, sensors, and systems for urban remote sensing, as well as applications for assessing and modeling urban landscape compositions, patterns, and structures. It is a fundamental reference for students, researchers, and practitioners interested in conducting in-depth studies and research on urban remote sensing." Antonio J. Plaza, University of Extremadura, Cįceres, Spain

Remote sensing of urban areas is a very hot topic. This second edition of Urban Remote Sensing is both important and timely. It covers all major aspects of the field contributed by leading experts. Jón Atli Benediktsson, University of Iceland

Preface ix
Editors xvii
Contributors xix
SECTION I Data, Sensors, and Systems Considerations and Algorithms for Urban Feature Extraction
Chapter 1 The Global Urban Footprint
3(12)
Thomas Esch
Wieke Heldens
Andreas Hirner
Chapter 2 Development of On-Demand Human Settlement Mapping System Using Historical Satellite Archives
15(18)
Hiroyuki Miyazaki
Ryosuke Shibasaki
Chapter 3 Morphological Building Index (MBI) and Its Applications to Urban Areas
33(20)
Xin Huang
Tao Zhang
SECTION II Assessing and Modeling Urban Landscape Compositions, Patterns, and Structures
Chapter 4 Stereo-Based Building Roof Mapping in Urban Off-Nadir VHR Satellite Images: Challenges and Solutions
53(30)
Alaeldin Suliman
Yun Zhang
Chapter 5 Beyond Built-Up: The Internal Makeup of Urban Areas
83(42)
Benjamin Bechtel
Martino Pesaresi
Aneta J. Florczyk
Gerald Mills
Chapter 6 Urban Change Detection Utilizing High-Resolution Optical Images Taken from Different Viewing Angles and Different Platforms
125(26)
Shabnam Jabari
Yun Zhang
SECTION III Monitoring, Analyzing, and Modeling Urban Growth
Chapter 7 Urbanization in India: Patterns, Visualization of Cities, and Greenhouse Gas Inventory for Developing an Urban Observatory
151(22)
Bharath Haridas Aithal
Mysore Chandrashekar Chandan
Shivamurthy Vinay
T.V. Ramachandra
Chapter 8 Mapping Impervious Surfaces in the Greater Hanoi Area, Vietnam, from Time Series Landsat Image 1988-2015
173(22)
Hung Q. Ha
Qihao Weng
Chapter 9 City in Desert: Mapping Subpixel Urban Impervious Surface Area in a Desert Environment Using Spectral Unmixing and Machine Learning Methods
195(18)
Chengbin Deng
Weiying Lin
Chapter 10 Application of Remote Sensing and Cellular Automata Model to Analyze and Simulate Urban Density Changes
213(22)
Santiago Linares
Natasha Picone
SECTION IV Urban Planning and Socioeconomic Applications
Chapter 11 Developing Multiscale HEAT Scores from H-Res Airborne Thermal Infrared Imagery to Support Urban Energy Efficiency: Challenges Moving Forward
235(36)
Bharanidharan Hemachandran
Geoffrey J. Hay
Mir Mustafiz Rahman
Isabelle Couloigner
Yilong Zhang
Bilal Karim
Tak S. Fung
Christopher D. Kyle
Chapter 12 Air Quality and Health Monitoring in Urban Areas Using EO and Clinical Data
271(16)
Andrea Marinoni
Paolo Gamba
Chapter 13 Urban Green Mappping and Valuation
287(22)
Stefan Lang
Thomas Blaschke
Gyula Kothencz
Daniel Holbling
Index 309
Qihao Weng, Dale Quattrochi, Paolo Gamba