Front Matter -- Introduction. Introduction -- Progress in Urban Remote Sensing / Xiaojun Yang -- Sensors and Systems for Urban Areas. Sensors and Systems for Urban Areas -- Examining Urban Built-up Volume / Adam J Mathews, Son V Nghiem -- Opportunities and Challenges of Unmanned Aircraft Systems for Urban Applications / Feilin Lai, Austin Bush, Xiaojun Yang, David Merrick -- Methods of Social Sensing for Urban Studies / Yu Liu, Song Gao, Yihong Yuan, Fan Zhang, Chaogui Kang, Yuhao Kang, Keli Wang -- Urban Remote Sensing Using Ground-Based Street View Images / Xiaojiang Li -- Spatial Distribution of City Tweets and Their Densities / Bin Jiang, Ding Ma, Junjun Yin, Mats Sandberg -- Integrating Remote Sensing and Social Sensing to Examine Socioeconomic Dynamics / Guofeng Cao, Naizhuo Zhao -- Algorithms and Techniques for Urban Attribute Extraction. Algorithms and Techniques for Urban Attribute Extraction -- Deep Learning for Urban and Landscape Mapping from Remotely Sensed Imagery / Feilin Lai, Atharva Sharma, Xiuwen Liu, Xiaojun Yang -- Google Earth Engine Advancing Urban Land Change Science / Le Wang, Dameng Yin, Jinyan Tian, Ying Lu -- Use of Image Endmember Libraries for Multi-Sensor, Multi-Scale, and Multi-Site Mapping of Urban Areas / Frank Canters, Sam Cooper, Jeroen Degerickx, Uta Heiden, Marianne Jilge, Akpona Okujeni, Frederik Priem, Ben Somers, Sebastian Linden -- Satellite Monitoring of Urbanization and Environmental Impacts in Stockholm, Sweden, Through a Multiscale Approach / Dorothy Furberg, Yifang Ban -- Urban Socioeconomic Applications. Urban Socioeconomic Applications -- Global Monitoring with the Atlas of Urban Expansion / Alejandro Blei, Shlomo Angel -- Effect of Image Classification Accuracy on Dasymetric Population Estimation / Jacob McKee, Eric Weber -- Mapping the Morphology of Urban Deprivation / Monika Kuffer, Tas Grippa, Claudio Persello, Hannes Taubenbck, Karin Pfeffer, Richard Sliuzas -- The City is the Medium and Satellite Imagery Are a Prism / Jamon Van Den Hoek -- Urban Environmental Applications. Urban Environmental Applications -- US Cities in the Dark / Tomohiro Oda, Miguel O Roman, Zhuosen Wang, Eleanor C Stokes, Qingsong Sun, Ranjay M Shrestha, Sha Feng, Thomas Lauvaux, Rostyslav Bun, Shamil Maksyutov, Srija Chakraborty, Ian Paynter, Virginia L Kalb -- Thermal Infrared Imaging of the Urban Landscape to Understand Urban Microclimate / Jinxin Yang, Massimo Menenti, Man S Wong, Zhifeng Wu, Xiaoying Ouyang, Yong Xu, Sawaid Abbas -- Monitoring Air Pollution in the Urban Environment by Remote Sensing / Alexandra A Chudnovsky -- Characterizing After-Rain Standing Waters in Urban Built Environments Through a Multilevel Image Analysis / Tzai-Hung Wen, Hao-Yu Liao, Kai-Ling Yang, Tzu-Hsin Karen Chen -- Remote Sensing and Urban Green Infrastructure / Yanhua Chen, Giovanni Sanesi, Xun Li, Wendy Y Chen, Raffaele Lafortezza -- Remote Sensing for Urban Sustainability Research and Sustainable Development Goals / Arthur Lehner, Thomas Blaschke -- Index