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Publications Citing Black Marble Data

List of peer-reviewed publications that cite using Black Marble data.
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Satellite imagery reveals increasing volatility in human night-time activity Tian Li, Zhuosen Wang, Christopher C. M. Kyba, Miguel O. Román, Karen C. Seto, Yun Yang, Shi Qiu, Theres Kuester, Michail Fragkias, Xiang Chen, Thomas H. Meyer, Chadwick D. Rittenhouse, Xiaonan Tai, Mari Cullerton, Falu Hong, Ashley Grinstead, Kexin Song, Ji Won Suh, Xiucheng Yang, Virginia L. Kalb, Chengbin Deng & Zhe Zhu
A Global Stocktake on Electricity Access and Gaps From NASA Black Marble Nighttime Lights Srija Chakraborty, Zhuosen Wang, et al.
Towards gridded nighttime aerosol optical thickness retrievals using VIIRS day–night band observations over regions with artificial light sources Miguel Román, Zhuosen Wang, et al.
Increased Arctic fire occurrence related to human activity calls for improved management Miguel Román, Zhuosen Wang, et al.
Increasing flood risk in the Indian Ganga Basin: A perspective from the night-time lights Ranjay Shrestha, et al.
Artificial light at night reveals hotspots and rapid development of industrial activity in the Arctic Miguel Román, Zhuosen Wang, et al.
Continuity between NASA MODIS Collection 6.1 and VIIRS Collection 2 land products Miguel Román, Ian Paynter, Peter Boucher, Angela Erb, et al.
NASA’s Black Marble Multiangle Nighttime Lights Temporal Composites Zhuosen Wang, Ranjay M. Shrestha, Miguel O. Román, and Virginia L. Kalb
Quantifying uncertainties in nighttime light retrievals from Suomi-NPP and NOAA-20 VIIRS Day/Night Band data Zhuosen Wang, Miguel O. Román, Virginia L. Kalb, Ranjay M. Shrestha, et al.
Remote sensing of night lights: A review and an outlook for the future Miguel O. Román, Zhuosen Wang, Ranjay M. Shrestha, et al.
Emergencies do not stop at night: Advanced analysis of displacement based on satellite-derived nighttime light observations Ranjay Shrestha, et al.
Satellite-based assessment of electricity restoration efforts in Puerto Rico after Hurricane Maria Miguel O. Román, Eleanor C. Stokes, Ranjay Shrestha, Zhuosen Wang, Virginia Kalb, et al.
NASA's Black Marble nighttime lights product suite Miguel O. Román, Zhuosen Wang, Virginia Kalb, et al.
Monitoring Disaster-Related Power Outages Using Nasa Black Marble Nighttime Light Product Zhuosen Wang, Miguel O. Román, Virginia L. Kalb, et al.
Synergistic Use of Nighttime Satellite Data, Electric Utility Infrastructure, and Ambient Population to Improve Power Outage Detections in Urban Areas Miguel Román, et al.
Holidays in lights: Tracking cultural patterns in demand for energy services Miguel O. Román, et al.
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