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DUKAS_184272800_NUR
Aftermath Of A Russian Overnight Drone Strike On A Residential District In Kyiv
Local residents inspect the aftermath of a night-time Russian drone strike on a residential area in Kyiv, Ukraine, on May 4, 2025. At least 11 people, including two children, are injured in the attack. (Photo by Maxym Marusenko/NurPhoto) -
DUKAS_184272797_NUR
Aftermath Of A Russian Overnight Drone Strike On A Residential District In Kyiv
Municipal workers clean up debris after a night-time Russian drone strike on a residential neighborhood in Kyiv, Ukraine, on May 4, 2025. Several cars are destroyed by fire, and at least 11 people, including two children, are injured in the attack. (Photo by Maxym Marusenko/NurPhoto) -
DUKAS_184272788_NUR
Aftermath Of A Russian Overnight Drone Strike On A Residential District In Kyiv
Local residents inspect the aftermath of a night-time Russian drone strike on a residential area in Kyiv, Ukraine, on May 4, 2025. At least 11 people, including two children, are injured in the attack. (Photo by Maxym Marusenko/NurPhoto) -
DUKAS_184272786_NUR
Aftermath Of A Russian Overnight Drone Strike On A Residential District In Kyiv
Local residents inspect the aftermath of a night-time Russian drone strike on a residential area in Kyiv, Ukraine, on May 4, 2025. At least 11 people, including two children, are injured in the attack. (Photo by Maxym Marusenko/NurPhoto) -
DUKAS_184272785_NUR
Aftermath Of A Russian Overnight Drone Strike On A Residential District In Kyiv
Local residents inspect the aftermath of a night-time Russian drone strike on a residential area in Kyiv, Ukraine, on May 4, 2025. At least 11 people, including two children, are injured in the attack. (Photo by Maxym Marusenko/NurPhoto) -
DUKAS_184272784_NUR
Aftermath Of A Russian Overnight Drone Strike On A Residential District In Kyiv
Local residents inspect the aftermath of a night-time Russian drone strike on a residential area in Kyiv, Ukraine, on May 4, 2025. At least 11 people, including two children, are injured in the attack. (Photo by Maxym Marusenko/NurPhoto) -
DUKAS_184272783_NUR
Aftermath Of A Russian Overnight Drone Strike On A Residential District In Kyiv
Local residents inspect the aftermath of a night-time Russian drone strike on a residential area in Kyiv, Ukraine, on May 4, 2025. At least 11 people, including two children, are injured in the attack. (Photo by Maxym Marusenko/NurPhoto) -
DUKAS_184272782_NUR
Aftermath Of A Russian Overnight Drone Strike On A Residential District In Kyiv
Local residents inspect the aftermath of a night-time Russian drone strike on a residential area in Kyiv, Ukraine, on May 4, 2025. At least 11 people, including two children, are injured in the attack. (Photo by Maxym Marusenko/NurPhoto) -
DUKAS_184272781_NUR
Aftermath Of A Russian Overnight Drone Strike On A Residential District In Kyiv
Local residents inspect the aftermath of a night-time Russian drone strike on a residential area in Kyiv, Ukraine, on May 4, 2025. At least 11 people, including two children, are injured in the attack. (Photo by Maxym Marusenko/NurPhoto) -
DUKAS_184272780_NUR
Aftermath Of A Russian Overnight Drone Strike On A Residential District In Kyiv
Local residents inspect the aftermath of a night-time Russian drone strike on a residential area in Kyiv, Ukraine, on May 4, 2025. At least 11 people, including two children, are injured in the attack. (Photo by Maxym Marusenko/NurPhoto) -
DUKAS_184272779_NUR
Aftermath Of A Russian Overnight Drone Strike On A Residential District In Kyiv
Local residents inspect the aftermath of a night-time Russian drone strike on a residential area in Kyiv, Ukraine, on May 4, 2025. At least 11 people, including two children, are injured in the attack. (Photo by Maxym Marusenko/NurPhoto) -
DUKAS_184272777_NUR
Aftermath Of A Russian Overnight Drone Strike On A Residential District In Kyiv
Municipal workers clean up debris after a night-time Russian drone strike on a residential neighborhood in Kyiv, Ukraine, on May 4, 2025. Several cars are destroyed by fire, and at least 11 people, including two children, are injured in the attack. (Photo by Maxym Marusenko/NurPhoto) -
DUKAS_184272775_NUR
Aftermath Of A Russian Overnight Drone Strike On A Residential District In Kyiv
Local residents inspect the aftermath of a night-time Russian drone strike on a residential area in Kyiv, Ukraine, on May 4, 2025. At least 11 people, including two children, are injured in the attack. (Photo by Maxym Marusenko/NurPhoto) -
DUKAS_184272773_NUR
Aftermath Of A Russian Overnight Drone Strike On A Residential District In Kyiv
Local residents inspect the aftermath of a night-time Russian drone strike on a residential area in Kyiv, Ukraine, on May 4, 2025. At least 11 people, including two children, are injured in the attack. (Photo by Maxym Marusenko/NurPhoto) -
DUKAS_184272771_NUR
Aftermath Of A Russian Overnight Drone Strike On A Residential District In Kyiv
Local residents inspect the aftermath of a night-time Russian drone strike on a residential area in Kyiv, Ukraine, on May 4, 2025. At least 11 people, including two children, are injured in the attack. (Photo by Maxym Marusenko/NurPhoto) -
DUKAS_184272769_NUR
Aftermath Of A Russian Overnight Drone Strike On A Residential District In Kyiv
Municipal workers clean up debris after a night-time Russian drone strike on a residential neighborhood in Kyiv, Ukraine, on May 4, 2025. Several cars are destroyed by fire, and at least 11 people, including two children, are injured in the attack. (Photo by Maxym Marusenko/NurPhoto) -
DUKAS_184272767_NUR
Aftermath Of A Russian Overnight Drone Strike On A Residential District In Kyiv
Local residents inspect the aftermath of a night-time Russian drone strike on a residential area in Kyiv, Ukraine, on May 4, 2025. At least 11 people, including two children, are injured in the attack. (Photo by Maxym Marusenko/NurPhoto) -
DUKAS_184272765_NUR
Aftermath Of A Russian Overnight Drone Strike On A Residential District In Kyiv
Local residents inspect the aftermath of a night-time Russian drone strike on a residential area in Kyiv, Ukraine, on May 4, 2025. At least 11 people, including two children, are injured in the attack. (Photo by Maxym Marusenko/NurPhoto) -
DUK10150514_002
NEWS - Ukraine-Krieg: NASA-Satellitenbilder zeigen wie die russische Invasion die Lichter der Ukraine reduziert hat
This image shows Kyiv at night in March 2022 - as Russian troops advanced from the North West and into suburbs on the West bank of the Dnieper River (centre) towards the Obolon district.
These NASA satellite images show how the war in Ukraine has changed how the country looks from space at night - with Kyiv bustling and lit up in January 2022, the lights dimmed in March as Russian troops advanced on the capital, and partially returning in May after Vladimir Putin’s troops withdrew from the area. Other images show the entirety of the country and how the specks of light of some cities that have faced fierce fighting are no longer visible.
The images use the night-time sensing capabilities of instruments on NOAA–NASA satellites, with which scientists from NASA’s Goddard Space Flight Center (GSFC) and the Universities Space Research Association (USRA) have observed the changes in light usage around Ukraine since January. After a significant reduction of lights in March, power has slowly been restored and regular human activity has appeared to pick up in several parts of the country.
The Visible Infrared Imaging Radiometer Suite (VIIRS) on the Suomi-NPP satellite measures nighttime light emissions and reflections via its day-night band. This sensing capability makes it possible to distinguish the intensity of lights on Earth’s surface and how they change.
“It is generally hard to get data about conflict areas, which makes satellite imagery quite powerful. These data show us one dimension of how the impacts of the conflict have been distributed within Ukraine,” said Eleanor Stokes, a USRA scientist and co-leader of the Black Marble Project. “In the short term, the data are useful for humanitarian relief agencies because they provide estimates of where and how many people have lost access to basic services, which exacerbates the loss of life.”
“In the longer term, scientists use this data to understand how conflict has impacted development outcomes and
(c) Dukas -
DUK10150514_001
NEWS - Ukraine-Krieg: NASA-Satellitenbilder zeigen wie die russische Invasion die Lichter der Ukraine reduziert hat
This image shows the bright lights of Kyiv from space in January 2022 - one month before Russia's invasion of Ukraine.
These NASA satellite images show how the war in Ukraine has changed how the country looks from space at night - with Kyiv bustling and lit up in January 2022, the lights dimmed in March as Russian troops advanced on the capital, and partially returning in May after Vladimir Putin’s troops withdrew from the area. Other images show the entirety of the country and how the specks of light of some cities that have faced fierce fighting are no longer visible.
The images use the night-time sensing capabilities of instruments on NOAA–NASA satellites, with which scientists from NASA’s Goddard Space Flight Center (GSFC) and the Universities Space Research Association (USRA) have observed the changes in light usage around Ukraine since January. After a significant reduction of lights in March, power has slowly been restored and regular human activity has appeared to pick up in several parts of the country.
The Visible Infrared Imaging Radiometer Suite (VIIRS) on the Suomi-NPP satellite measures nighttime light emissions and reflections via its day-night band. This sensing capability makes it possible to distinguish the intensity of lights on Earth’s surface and how they change.
“It is generally hard to get data about conflict areas, which makes satellite imagery quite powerful. These data show us one dimension of how the impacts of the conflict have been distributed within Ukraine,” said Eleanor Stokes, a USRA scientist and co-leader of the Black Marble Project. “In the short term, the data are useful for humanitarian relief agencies because they provide estimates of where and how many people have lost access to basic services, which exacerbates the loss of life.”
“In the longer term, scientists use this data to understand how conflict has impacted development outcomes and the economy,” Stokes added. “Black Marble is also special as a
(c) Dukas -
DUKAS_123971045_RHA
Colonial Architecture in the UNESCO World Heritage Site at Night, Old City, Cartagena, BolÃvar Department, Colombia
Colonial architecture at night, Old City, UNESCO World Heritage Site, Cartagena, Bolivar Department, Colombia, South America
Ben Pipe -
DUKAS_123971041_RHA
Colonial Architecture in the UNESCO World Heritage Site at Night, Old City, Cartagena, BolÃvar Department, Colombia
Colonial architecture at night, Old City, UNESCO World Heritage Site, Cartagena, Bolivar Department, Colombia, South America
Ben Pipe -
DUKAS_123971010_RHA
Clock Tower Monument at Night, Cartagena, BolÃvar Department, Colombia, South America
Clock Tower Monument at night, UNESCO World Heritage Site, Cartagena, Bolivar Department, Colombia, South America
Ben Pipe -
DUKAS_123970218_RHA
Shibuya Crossing at night, Shibuya, Tokyo, Japan
Shibuya Crossing at night, Shibuya, Tokyo, Honshu, Japan, Asia
Ian Trower -
DUKAS_123970209_RHA
Shibuya Crossing at night, Shibuya, Tokyo, Japan
Shibuya Crossing at night, Shibuya, Tokyo, Honshu, Japan, Asia
Ian Trower -
DUKAS_123970968_RHA
Exterior of Helsinki Cathedral at Night, Helsinki, Finland
Exterior of Helsinki Cathedral at night, Helsinki, Finland, Europe
Ben Pipe -
DUKAS_123970980_RHA
National Bank of Romania at Night, Old Town Quarter of Lipscani, Bucharest, Romania
National Bank of Romania at night, Old Town Quarter of Lipscani, Bucharest, Romania, Europe
Ben Pipe -
DUKAS_123968984_RHA
Market stall worker and chefs cooking, Djemaa El Fna Square, Marrakesh, Morocco
Market stall worker and chefs cooking, Djemaa El Fna Square, Marrakesh, Morocco, North Africa, Africa
Ed Rhodes -
DUKAS_123970383_RHA
People walking in the main street at night, Old Kashgar, Xinjiang, China
People walking in the main street at night, Old Kashgar, Xinjiang, China, Asia
Annie Owen -
DUKAS_123970361_RHA
Woman selling cooked meats from rickshaw stall in Turfan night market, Xinjiang, China
Woman selling cooked meats from rickshaw stall in Turfan night market, Turfan, Xinjiang, China, Asia
Annie Owen -
DUKAS_123970353_RHA
Man cooking fried spiralled potato on long sticks for sale in Muslim quarter night market, Xi’an, China
Man cooking fried spiralled potato on long sticks for sale in Muslim quarter night market, Xian, Shaanxi, China, Asia
Annie Owen -
DUKAS_123970349_RHA
Muslim woman selling food at stall in Huajue night market, Xi’an, Shaanxi, China
Muslim woman selling food at stall in Huajue night market, Xian, Shaanxi, China, Asia
Annie Owen -
DUKAS_123970346_RHA
Path into Ming dynasty Huajue Great mosque of Xi’an at night, Xi’an, Shaanxi, China
Path into Ming dynasty Huajue Great mosque of Xian at night, Xian, Shaanxi, China, Asia
Annie Owen -
DUKAS_123970170_RHA
Tai Hang Dragon Dance, Tai Hang, Causeway Bay, Hong Kong
Tai Hang Dragon Dance, Tai Hang, Causeway Bay, Hong Kong, China, Asia
Ian Trower -
DUKAS_123970167_RHA
Tai Hang Dragon Dance, Tai Hang, Causeway Bay, Hong Kong
Tai Hang Dragon Dance, Tai Hang, Causeway Bay, Hong Kong, China, Asia
Ian Trower -
DUKAS_123924229_RHA
The Kelpies at blue hour, Forth and Clyde Canal at Helix Park, Falkirk, Stirlingshire, Scotland, United Kingdom
The Kelpies at blue hour, Forth and Clyde Canal at Helix Park, Falkirk, Stirlingshire, Scotland, United Kingdom, Europe
Karen Deakin -
DUKAS_123924226_RHA
The Kelpies at blue hour, Forth and Clyde Canal at Helix Park, Falkirk, Stirlingshire, Scotland, United Kingdom
The Kelpies at blue hour, Forth and Clyde Canal at Helix Park, Falkirk, Stirlingshire, Scotland, United Kingdom, Europe
Karen Deakin -
DUKAS_123964389_RHA
Pulteney Bridge and the River Avon at night, Bath, Somerset, England. Summer (June) 2019.
Pulteney Bridge and the River Avon at night, Bath, UNESCO World Heritage Site, Somerset, England, United Kingdom, Europe
Adam Burton -
DUKAS_123964381_RHA
Night shot of Pulteney Bridge and the River Avon weir, Bath, Somerset, England. Summer (June) 2019.
Night shot of Pulteney Bridge and the River Avon weir, Bath, UNESCO World Heritage Site, Somerset, England, United Kingdom, Europe
Adam Burton -
DUKAS_123964378_RHA
The Pump Room restaurant and Bath Abbey in Bath city centre, Somerset, England. Summer (June) 2019.
The Pump Room restaurant and Bath Abbey in Bath city centre, UNESCO World Heritage Site, Somerset, England, United Kingdom, Europe
Adam Burton -
DUKAS_123964377_RHA
Night time view of Bath Abbey from Abbey Churchyard, Somerset, England. Summer (June) 2019.
Night time view of Bath Abbey from Abbey Churchyard, Bath, UNESCO World Heritage Site, Somerset, England, United Kingdom, Europe
Adam Burton -
DUKAS_123964374_RHA
Bath Abbey illuminated at night, Bath, Somerset, England. Summer (June) 2019.
Bath Abbey illuminated at night, Bath, UNESCO World Heritage Site, Somerset, England, United Kingdom, Europe
Adam Burton -
DUKAS_123957273_RHA
Palazzo della Carovana, Piazza dei Cavalieri, Knights' Square, Pisa, Tuscany, Italy
Palazzo della Carovana, Piazza dei Cavalieri (Knights' Square), Pisa, Tuscany, Italy, Europe
Karol Kozlowski -
DUKAS_123924190_RHA
Medieval City Centre, UNESCO World Heritage Site, framed by Rozenhoedkaai canal at night, Bruges, West Flanders, Belgium, Europe
Medieval City Centre, UNESCO World Heritage Site, framed by Rozenhoedkaai canal at night, Bruges, West Flanders, Belgium, Europe
Karen Deakin -
DUKAS_123923962_RHA
Tower Bridge and the Shard
Tower Bridge and The Shard, London, England, United Kingdom, Europe
Jordan Banks -
DUKAS_123923961_RHA
Tower Bridge and the Shard
Tower Bridge and The Shard, London, England, United Kingdom, Europe
Jordan Banks -
DUKAS_123966776_RHA
Panoramic of the Shinjuku area of Tokyo at night, Japan.
Panoramic of the Shinjuku area of Tokyo at night, Japan, Asia
Julian Elliott -
DUKAS_123966775_RHA
Panoramic of the Shinjuku area of Tokyo, Japan.
Panoramic of the Shinjuku area of Tokyo, Japan, Asia
Julian Elliott -
DUKAS_123966608_RHA
High rise buildings in central Tokyo, Japan.
High rise buildings in central Tokyo, Japan, Asia
Julian Elliott -
DUKAS_123958548_RHA
Illuminated Estates Theatre at night, Prague, Bohemia, Czech Republic, Europe
Illuminated Estates Theatre at night, Prague, Bohemia, Czech Republic, Europe
Oliver Wintzen -
