Urban Remote Sensing

• Main Authors: Weng, Qihao, Quattrochi, Dale, Gamba, Paolo
• Format: eBook
• Language: English
• Published: Milton Routledge 2018; CRC Press; Taylor & Francis Group
• Edition: 2
• Series: Remote Sensing Applications Series
• Subjects: Airborne Lidar Data; Alaeldin Suliman; Andrea Marinoni; Andreas Hirner; Aneta J. Florczyk; Bayesian Spectral Mixture Analysis; Benjamin Bechtel; Bharanidharan Hemachandran; Bharath Haridas Aithal; Bilal Karim; Chengbin Deng; Christopher D. Kyle; City planning; CivilEngineeringnetBASE; Dale Quattrochi; Daniel Hölbling; ENGnetBASE; ENVIROnetBASE; ENVIRONMENTALSCIENCEnetBASE; Geoffrey J. Hay; Gerald Mills; Gyula Kothencz; Hiroyuki Miyazaki; Hung Q. Ha; Isabelle Couloigner; Land use, Urban; Mapping Human Settlements; Martino Pesaresi; Mir Mustafiz Rahman; Mysore Chandrashekar Chandan; Natasha Picone; Paolo Gamba; Remote Sensing; Ryosuke Shibasaki; Santiago Linares; SAR imagery; urban areas; SCI-TECHnetBASE; Shabnam Jabari; STMnetBASE; Urban geography; Urban geography-Remote sensing; Data Set; Original RGB Image; Spectral Unmixing; Normalize SMA; Random Forest; Urban Heat Island; Urban Impervious Surface; Urban Change Detection; VHR Image; Impervious Surface; Urban Remote Sensing; GHSL; Bi-temporal Images; Building Detection Results; DSM; Global Urban Footprint; Dark Impervious Surface; LST Time Series; NDVI Time Series; Spectral Mixture Analysis; Obia; Bright Impervious Surface; VHR Satellite Image; Eo Data; Building Detection
• ISBN: 9781138054608; 1138054607; 0367572044; 9780367572044
• DOI: 10.1201/9781138586642

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 Part I Data, Sensors, and Systems Considerations and Algorithms for Urban Feature Extraction . The Global Urban Footprint. Thomas Esch, Wieke Heldens, and Andreas Hirner Development of On-Demand Human Settlement Mapping System using Historical Satellite Archives. Hiroyuki Miyazaki and Ryosuke Shibasaki Morphological Building Index (MBI) and Its Applications to Urban Areas. Xin Huang and Tao Zhang Part II Assessing and modeling urban landscape compositions, patterns and structures. Stereo-Based Building Roof Mapping in Urban Off-Nadir VHR Satellite Images: Challenges and Solutions. Alaeldin Suliman and Yun Zhang Beyond Built-Up: The Internal Makeup of Urban Areas. Benjamin Bechtel, Martino Pesaresi, Aneta J. Florczyk, and Gerald Mills Urban Change Detection Utilizing High Resolution Optical Images Taken from Different Viewing-Angles and Different Platforms. Shabnam Jabari and Yun Zhang Part III Monitoring, analyzing, and modeling urban growth. Urbanisation in India: Patterns, Visualisation of Cities and Greenhouse Gas Inventory for Developing an Urban Observatory. Bharath Haridas Aithal, Maysore Chandrashekar Chandan, Shivamurthy Vinay, and T.V. Ramachandra Mapping Imperious Surface in the Greater Hanoi Area, Vietnam from Time Series Landsat Image, 1988 - 2015. Hung Q. Ha and Qihao Weng City in desert: Mapping subpixel urban impervious surface area in a desert environment using spectral unmixing and machine learning methods. Chengbin Deng and Weiying Lin Application of Remote Sensing and Cellular Automata Model to Analyze and Simulate Urban Density Changes. Santiago Linares and Natasha Picone Part IV Urban Planning and Socioeconomic Applications. Developing Multiscale HEAT Scores from H-Res Airborne Thermal Infrared Imagery to Support Urban Energy Efficiency: Challenges Moving Forward. Bharanidharan Hemachandran, Geoffrey J. Hay, Mir Mustafiz Rahman, Isabelle Couloigner, Yilong Zhang, Bilal Karim, Tak S. Fung, and Christopher D. Kyle Air Quality and Health Monitoring In Urban Areas Using EO and Clinical Data. Andrea Marinoni and Paolo Gamba Urban Green Mapping and Valuation. Stefan Lang, Thomas Blaschke, Gyula Kothencz, and Daniel Hölbling "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, Cáceres, 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 Dr. Qihao Weng is the Director of the Center for Urban and Environmental Change and a Professor of Remote Sensing and GIS at Indiana State University, and worked as a Senior Fellow at the National Aeronautics and Space Administration from December 2008 to December 2009. He received his Ph.D. degree in geography from the University of Georgia in 1999. Weng is currently the Lead of Group on Earth Observation (GEO) Global Urban Observation and Information Initiative, and serves as an Editor-in-Chief of ISPRS Journal of Photogrammetry and Remote Sensing and the Series Editor of Taylor & Francis Series in Remote Sensing Applications . He has been the Organizer and Program Committee Chair of the biennial IEEE/ISPRS/GEO sponsored International Workshop on Earth Observation and Remote Sensing Applications conference series since 2008, a National Director of American Society for Photogrammetry and Remote Sensing from 2007 to 2010, and a panelist of U.S. DOE’s Cool Roofs Roadmap and Strategy in 2010. In 2008, Weng received a prestigious NASA senior fellowship. He received the Outstanding Contributions Award in Remote Sensing in 2011 from the American Association of Geographers in 2011 as well as the Willard and Ruby S. Miller Award in 2015 for his outstanding contributions to geography. In 2005 at Indiana State University, he was selected as a Lilly Foundation Faculty Fellow and in the following year, he also received the Theodore Dreiser Distinguished Research Award. In addition, he was the recipient of 2010 Erdas Award for Best Scientific Paper in Remote Sensing (1st place) and 1999 Robert E. Altenhofen Memorial Scholarship Award, which were both awarded by American Society for Photogrammetry and Remote Sensing. He was also awarded the Best Student-Authored Paper Award by International Geographic Information Foundation in 1998. Weng has been invited to give more than 90 talks by organizations and conferences held in U.S.A., Canada, China, Brazil, Greece, UAE, and Hong Kong, and is honored with distinguished/chair/guest professorship at eleven top universities in China which includes Peking University. Weng’s research focuses on remote sensing applications to urban environmental and ecological systems, land-use and land-cover changes, urbanization impacts, environmental modeling, and human-environment interactions. Through a serial invention of innovative algorithms, techniques, methods and theories for urban remote sensing, he focuses research efforts on fostering the understanding of remote sensing in geographical applications and narrowing down the gap between geography and landscape ecology. Weng is the author of 206 articles (journal articles, chapters, and others) and 10 books. According to Google Scholar, as of July 2017, his SCI citation reached 11,568 (H-index of 49), and 28 of his publications had more than 100 citations each. Weng’s research has been supported by funding agencies that include NSF, NASA, USGS, USAID, NOAA, National Geographic Society, European Space Agency, and Indiana Department of Natural Resources. Dr. Dale Quattrochi has been a geographer and senior research scientist with NASA since 1980. Dr. Quattrochi received his B.S. from Ohio University, his M.S. from the University of Tennessee, and his Ph.D. from the University of Utah, all in geography. As a member of the Applied Science Team, his research focuses on the applications of remote sensing to public health, thermal remote sensing for analysis of land surface energy fluxes, and remote sensing of the urban heat island effect. Dr. Quattrochi has received numerous awards including the NASA Medal for Exceptional Scientific Achievement, NASA’s highest science award, the Association of American Geographers’ Remote Sensing Specialty Group’s Outstanding Contributions Award, and the Ohio University College of Arts and Sciences Distinguished Alumni Award. He has co-edited three books on remote sensing: Scale in Remote Sensing and GIS, Thermal Remote Sensing in Land Surface Processes, and Urban Remote Sensing. Dr. Paolo Gamba is Full Professor of Telecommunications at the University of Pavia, Italy, where he also leads the Telecommunications and Remote Sensing Laboratory. He received the Laurea degree in Electronic Engineering “cum laude” from the University of Pavia, Italy, in 1989, and the Ph.D. in Electronic Engineering from the same University in 1993. He is a Fellow of IEEE. He served as Editor-in-Chief of the IEEE Geoscience and Remote Sensing Letters from 2009 to 2013, and as Chair of the Data Fusion Committee of the IEEE Geoscience and Remote Sensing Society from October 2005 to May 2009. Currently, he is the Chair of the Chapters’ Committee of the same Society. He has been the organizer and Technical Chair of the biennial GRSS/ISPRS Joint Workshops on “Remote Sensing and Data Fusion over Urban Areas” since 2001. He also served as Technical Co-Chair of the 2010 IEEE Geoscience and Remote Sensing Symposium, Honolulu, Hawaii, July 2010, and Technical Co-Chair of the 2015 IEEE Geoscience and Remote Sens