Timely and accurate monitoring of disruptions to the electricity grid, including the magnitude, spatial extent, timing, and duration of net power losses, is needed to improve situational awareness of disaster response and long-term recovery efforts. Satellite-derived Nighttime Lights (NTL) provide an indication of human activity patterns and have been successfully used to monitor disaster-related power outages. The global 500 m spatial resolution National Aeronautics and Space Administration (NASA) Black Marble NTL daily standard product suite (VNP46) is generated from Visible Infrared Imaging Radiometer Suite (VIIRS) Day/Night Band (DNB) onboard the NASA/National Oceanic and Atmospheric Administration (NOAA) Suomi National Polar-orb...
Electric power services are fundamental to prosperity and economic development. Disruptions in the e...
Time series monitoring of earthquake-stricken areas is significant in evaluating post-disaster recon...
Data collected by the Defense Meteorological Satellite Program’s Operational Linescan System (DMSP-O...
Natural and anthropogenic hazards are frequently responsible for disaster events, leading to damaged...
Whereas monthly and annual nighttime light (NTL) composite datasets are being increasingly used to e...
NASA's Black Marble nighttime lights product suite (VNP46) is available at 500 meters resolution sin...
Rapid disaster assessment is critical for public security and rescue. As a secondary dis‑ aster of l...
Compared with previous nighttime light (NTL) data, the Black Marble product developed by NASA in rec...
NASA's Black Marble nighttime lights product suite (VNP46) is available at 500m resolution since Jan...
When meteorological or manmade disasters occur, first responders often focus on impacts to the affec...
The intensity of extreme weather events has been increasing, posing a unique threat to society and h...
The Defense Meteorological Satellite Program (DMSP) Operational Linescan System (OLS) nighttime visi...
Daytime measurements of reflected sunlight in the visible spectrum have been a staple of Earth-viewi...
Unreliable electricity supplies are common in developing countries and impose large socio-economic c...
Observations made by the VIIRS day/night band (DNB) provide daily, nighttime measurements to monitor...
Electric power services are fundamental to prosperity and economic development. Disruptions in the e...
Time series monitoring of earthquake-stricken areas is significant in evaluating post-disaster recon...
Data collected by the Defense Meteorological Satellite Program’s Operational Linescan System (DMSP-O...
Natural and anthropogenic hazards are frequently responsible for disaster events, leading to damaged...
Whereas monthly and annual nighttime light (NTL) composite datasets are being increasingly used to e...
NASA's Black Marble nighttime lights product suite (VNP46) is available at 500 meters resolution sin...
Rapid disaster assessment is critical for public security and rescue. As a secondary dis‑ aster of l...
Compared with previous nighttime light (NTL) data, the Black Marble product developed by NASA in rec...
NASA's Black Marble nighttime lights product suite (VNP46) is available at 500m resolution since Jan...
When meteorological or manmade disasters occur, first responders often focus on impacts to the affec...
The intensity of extreme weather events has been increasing, posing a unique threat to society and h...
The Defense Meteorological Satellite Program (DMSP) Operational Linescan System (OLS) nighttime visi...
Daytime measurements of reflected sunlight in the visible spectrum have been a staple of Earth-viewi...
Unreliable electricity supplies are common in developing countries and impose large socio-economic c...
Observations made by the VIIRS day/night band (DNB) provide daily, nighttime measurements to monitor...
Electric power services are fundamental to prosperity and economic development. Disruptions in the e...
Time series monitoring of earthquake-stricken areas is significant in evaluating post-disaster recon...
Data collected by the Defense Meteorological Satellite Program’s Operational Linescan System (DMSP-O...