![]() ![]() "Holidays in lights: Tracking cultural patterns in demand for energy services. ![]() "Synergistic Use of Nighttime Satellite Data, Electric Utility Infrastructure, and Ambient Population to Improve Power Outage Detections in Urban Areas." Remote Sensing 9 (3): 286 It includes a quick start guide for educators and first-hand stories (blogs) for learners of all ages by NASA visualizers, scientists and educators. This gallery was created for Earth Science Week 2015 and beyond. "Remote sensing of night lights: A review and an outlook for the future." Remote Sensing of Environment. Beyond Graphs: You, Too, Can Be A Data Visualizer Released on October 9, 2015. Kyba, Qingling Zhang, Alejandro Sánchez de Miguel, Miguel O. "Emergencies do not stop at night: Advanced analysis of displacement based on satellite-derived nighttime light observations." IBM Journal of Research and Development Espinosa, Ivana Hajzmanova, Justin Ginnetti, Patrick Vinck. "NASA’s Black Marble nighttime lights product suite." Remote Sensing of Environment 210 113-143 Įnenkel, M., Ranjay Shrestha, Eleanor C. "Monitoring Disaster-Related Power Outages Using NASA Black Marble Nighttime Light Product." ISPRS - International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences XLII-3 1853-1856 To activate dark mode, you need to head to the apps settings in the hamburger menu and manually select dark in Application theme. "Quantifying uncertainties in nighttime light retrievals from Suomi-NPP and NOAA-20 VIIRS Day/Night Band data." Remote Sensing of Environment 263 (2021): 112557 Google has announced that the app now finally has a dark theme. "NASA’s Black Marble Multi-Angle Nighttime Lights Temporal Composites." IEEE Geoscience and Remote Sensing Letters. "Satellite-based assessment of electricity restoration efforts in Puerto Rico after Hurricane Maria." PLoS ONE 14 (6) Sepúlveda Carlo, Qingsong Sun, Jordan Bell, Andrew Molthan, Virginia Kalb, Chuanyi Ji, Karen C. Stokes, Ranjay Shrestha, Zhuosen Wang, Lori Schultz, Edil A. Tools to produce the HD products will be available through Google Earth Engine. *Currently only limited to collaborators on funded projects. Black Marble Product Availability Product ID ![]()
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