AndreaBozzo/ceres-open-data-index huggingface dataset:
Satellite-detected Damage in the Cultural Property Mahamuni Pagoda as of 30 March 2025

**UNOSAT code: EQ20250328MMR, GDACS ID: 1474477**  The map shows no visible damage within the cultural site when analysed using a very high resolution image collected 3 April 2025 when compared to Pleiades satellite series. The USGS shake map indicates the intensity of the earthquake measured 5.5-6.5 in this area.  
   
This is a preliminary analysis and has not yet been validated in the field. Please send ground feedback to the United Nations Satellite Centre (UNOSAT).

Tags: crisis-myanmar-earthquake, earthquake-tsunami, geodata
Organization: United Nations Satellite Centre (UNOSAT)
Satellite-detected Damage to Cultural Heritage in Tada-U as of 03 April 2025

**UNOSAT code: EQ20250328MMR, GDACS ID: 1474477**  This map shows the locations where damage was detected based on a very high resolution satellite image collected 03 April 2025 when compared to very high resolution satellite imagery from 23 March 2025. The USGS shake map indicates the intentsity of the earthquake measured 8.5 in this area.  
   
Across the site, 34 damaged buildings within the cultural site were observed and an additional 7 buildings have possible damage.  
   
This is a preliminary analysis and has not yet been validated in the field. Please send ground feedback to the United Nations Satellite Centre (UNOSAT).

Tags: crisis-myanmar-earthquake, earthquake-tsunami, geodata
Organization: United Nations Satellite Centre (UNOSAT)
Satellite-detected damage in the UNESCO Tentative List Site, Ancient Cities of Upper Myanmar: Innwa as of 30 March 2025

**UNOSAT code: EQ20250328MMR, GDACS ID: 1474477**  This map shows the locations where damage was detected based on a very high resolution satellite image collected 30 March 2025 when compared to very high resolution satellite imagery from 24 February 2025 and 23 March 2025. The USGS shake map indicates the intensity of the earthquake measured 8.5 in this area.   
Across the site, 18 damaged buildings within the property boundary, and 25 damaged buildings within the buffer zone. An additional 2 buildings in the property boundary and 5 buildings in the buffer zone have possible damage. Part of a wall to the south of the Innwa area was also damaged.   
This is a preliminary analysis and has not yet been validated in the field. Please send ground feedback to the United Nations Satellite Centre (UNOSAT).

Tags: earthquake-tsunami, geodata
Organization: United Nations Satellite Centre (UNOSAT)
Satellite-detected damage in the UNESCO World Heritage Site, Bagan: Component 7 as of 03 April 2025

**UNOSAT code: EQ20250328MMR, GDACS ID: 1474477**  The map shows no visible damage within the World Heritage Site when analysed using a very high resolution image collected 3 April 2025 when compared to imagery from May 2023. The USGS shake map indicates the intensity of the earthquake measured 5.5-6.5 in this area.  
   
This is a preliminary analysis and has not yet been validated in the field. Please send ground feedback to the United Nations Satellite Centre (UNOSAT).

Tags: earthquake-tsunami, geodata
Organization: United Nations Satellite Centre (UNOSAT)
Satellite detected water extents between 01 and 05 March 2025 over South Sudan

**UNOSAT code: FL20250110SSD**  This map illustrates cumulative satellite-detected water using VIIRS in South Sudan between 01 to 05 March 2025 compared with the period from 01 to 05 February 2025 . Within the cloud free analysed areas of about 630,000 km², a total of about 23,000 km² of lands appear to be affected with flood waters. Water extent appears to have decreased of about 14,000 km² since the period between 01 to 05 February 2025 within the cloud free analysed areas. Based on Worldpop population data and the maximal flood water extent ~390,000 people are potentially exposed or living close to flooded areas.  
This is a preliminary analysis and has not yet been validated in the field. Please send ground feedback to the United Nations Satellite Centre (UNOSAT).

Tags: flooding, geodata
Organization: United Nations Satellite Centre (UNOSAT)
UNOSAT  Live web map - Floods in D.R. of the Congo

**UNOSAT code: FL20250408COD**  This application provides flood impact assessment in  Kinshasa, Democratic Republic of the Congo  
  
The boundaries and names shown, and the designations used on this map do not imply official endorsement or acceptance by the United Nations.  
  
The designations employed and the presentation of material on this map do not imply the expression of any opinion whatsoever on the part of the Secretariat of the United Nations concerning the legal status of any country, territory, city or area or of its authorities, or concerning the delimitation of its frontiers or boundaries.

Tags: flooding, geodata
Organization: United Nations Satellite Centre (UNOSAT)
Satellite-detected damage in the UNESCO Tentative List Site, Ancient Cities of Upper Myanmar: Mandalay as of 30 March 2025

**UNOSAT code: EQ20250328MMR, GDACS ID: 1474477**  This map shows the locations where damage was detected based on a very high resolution satellite image collected 30 March 2025 when compared to very high resolution satellite imagery from 23 March 2025. The USGS shake map indicates the intensity of the earthquake measured 7.5-8.0 in this area.   
Across the site, 17 damaged buildings within the cultural site were observed and an additional 9 buildings have possible damage. The wall surrounding Mandalay is damaged in multiple locations.  
   
This is a preliminary analysis and has not yet been validated in the field. Please send ground feedback to the United Nations Satellite Centre (UNOSAT).

Tags: earthquake-tsunami, geodata
Organization: United Nations Satellite Centre (UNOSAT)
Damage Assessment in Mandalay & Sagaing Districts, Myanmar as of 03 April 2025

**UNOSAT code: EQ20250328MMR, GDACS ID: 1474477**  This map illustrates the density of damaged buildings affected by the March 28, 2025, earthquake in Mandalay. The analysis focuses on Mandalay & Sagaing Districts. Within the map extent of about 2,100 km², UNOSAT, Copernicus EMS and ICube-SERTIT observed a total of 4,764 destroyed and damaged structures & 4,369 potentially damaged structures. Within Mandalay City boundary of about 110km², a total of 1,076 structures are observed as destroyed and damaged, & a total of 519 structures are observed as potentially damaged.  
This is a preliminary analysis and has not yet been validated in the field. Please send ground feedback to the United Nations Satellite Centre (UNOSAT).

Tags: crisis-myanmar-earthquake, earthquake-tsunami, geodata
Organization: United Nations Satellite Centre (UNOSAT)
Damage Assessment in Wundwin Township, Meiktila District Mandalay Region, Myanmar as of 01 April 2025

**UNOSAT code: EQ20250328MMR, GDACS ID: 1474477**  This map illustrates the density of damaged buildings affected by the March 28, 2025, earthquake in Mandalay. The analysis focuses on Wundwin Township, Meiktila District, Mandalay Region, where damage was detected using a Pleiades very high-resolution satellite image acquired on April 01, 2025. Over the 270 km² of analysed area, 325 damaged structures and 672 potentially damaged.  
This is a preliminary analysis and has not yet been validated in the field. Please send ground feedback to the United Nations Satellite Centre (UNOSAT).

Tags: crisis-myanmar-earthquake, earthquake-tsunami, geodata
Organization: United Nations Satellite Centre (UNOSAT)
Damage Assessment in Sagaing Township, Sagaing District, Sagaing Region, Myanmar as of 30 March 2025

**UNOSAT code: EQ20250328MMR, GDACS ID: 1474477**  This map illustrates the potentially damaged structures/buildings affected by the March 28, 2025, earthquake in Mandalay. The analysis focuses on a part of Sagaing Township, Sagaing District, Sagaing Region, where damage was detected using a Pleiades very high-resolution satellite image acquired on March 30, 2025, at 11:01 local time. UNOSAT identified 233 damaged structures and 557 potentially damaged ones. This is a preliminary analysis and has not yet been validated in the field. Please send ground feedback to the United Nations Satellite Centre (UNOSAT).

Tags: crisis-myanmar-earthquake, earthquake-tsunami, geodata
Organization: United Nations Satellite Centre (UNOSAT)
Satellite detected water extents between 01 and 05 February 2025 over South Sudan

**UNOSAT code: FL20250110SSD**  This map illustrates cumulative satellite-detected water using VIIRS in South Sudan between 01 to 05 February 2025 compared with the period from 18 to 22 January 2025 . Within the cloud free analysed areas of about 630,000 km², a total of about 38,000 km² of lands appear to be affected with flood waters. Water extent appears to have decreased of about 4,000 km² since the period between 18 to 22 January 2025 within the cloud free analysed areas. Based on Worldpop population data and the maximal flood water extent ~605,000 people are potentially exposed or living close to flooded areas.  
This is a preliminary analysis and has not yet been validated in the field. Please send ground feedback to the United Nations Satellite Centre (UNOSAT).

Tags: flooding, geodata
Organization: United Nations Satellite Centre (UNOSAT)
Damage Assessment in Sagaing and Mandalay, Myanmar as of 30 March 2025

**UNOSAT code: EQ20250328MMR, GDACS ID: 1474477**  This map illustrates the number of affected buildings within specific Towns/Village Tracts boundaries of interest in Sagaing and Mandalay, Myanmar, as of 30 March 2025. Within the analyzed area—52 Towns/Village Tracts covering approximately 340 km², UNOSAT identified 1,095 damaged structures and 1,325 potentially damaged ones. The analysis represents areas where more than 50% of each Village Tract has been assessed for impact.  
  
This is a preliminary analysis and has not yet been validated in the field. Please send ground feedback to the United Nations Satellite Centre (UNOSAT).

Tags: crisis-myanmar-earthquake, earthquake-tsunami, geodata
Organization: United Nations Satellite Centre (UNOSAT)
Damage Assessment in Mahaaungmyay, Chanmyathazi and Chanayethazan Townships, Mandalay District, Mandalay Region, Myanmar as of 30 March 2025

**UNOSAT code: EQ20250328MMR, GDACS ID: 1474477**  This map illustrates the density of damaged buildings affected by the March 28, 2025, earthquake in Mandalay. The analysis focuses on Mahaaungmyay, Chanmyathazi, and Chanayethazan Townships in Mandalay District, Mandalay Region, where damage was detected using a Pleiades very high-resolution satellite image acquired on March 30, 2025, at 11:01 local time. UNOSAT identified 509 damaged structures and 284 potentially damaged.  
This is a preliminary analysis and has not yet been validated in the field. Please send ground feedback to the United Nations Satellite Centre (UNOSAT).

Tags: crisis-myanmar-earthquake, earthquake-tsunami, geodata
Organization: United Nations Satellite Centre (UNOSAT)
Satellite detected water extents in Maroantsetra District, Analairofo Region, Madagascar as of 9 March 2025

**UNOSAT code: TC20250308MDG, GDACS ID: 1154**  This map illustrates the potentially affected cropland in Maroantsetra District, Analanjirofo Region, Madagascar, based on RCM-2 satellite images acquired on 9 March 2025. In the analyzed area of approximately 1,200 km², about 140 km² of cropland is identified, of which about 35 km² appears to be affected by floodwaters.    
This is a preliminary analysis and has not yet been validated on the ground. Ground feedback is requested and can be sent to the United Nations Satellite Centre (UNOSAT).  
Important Note: Flood analysis based on radar images may underestimate the presence of standing water in built-up or densely vegetated areas due to the backscattering properties of the radar signal.

Tags: cyclones-hurricanes-typhoons, geodata
Organization: United Nations Satellite Centre (UNOSAT)
Satellite detected water extents between 18 and 22 January 2025 over South Sudan

**UNOSAT code: FL20250110SSD**  This map illustrates cumulative satellite-detected water using VIIRS in South Sudan between 18 to 22 January 2025 compared with the period from 04 to 08 January 2025 . Within the cloud free analysed areas of about 630,000 km², a total of about 42,000 km² of lands appear to be affected with flood waters. Water extent appears to have decreased of about 13,000 km² since the period between 04 to 08 January 2025 within the cloud free analysed areas. Based on Worldpop population data and the maximal flood water extent ~655,000 people are potentially exposed or living close to flooded areas.  
This is a preliminary analysis and has not yet been validated in the field. Please send ground feedback to the United Nations Satellite Centre (UNOSAT).

Tags: flooding, geodata
Organization: United Nations Satellite Centre (UNOSAT)
Accumulated satellite-detected water extents in Gaborone, South East and Kgatleng Districts, Botswana as of 4 March 2025

**UNOSAT code: FL20250220BWA, GDACS ID: 1103128**  Satellite detected water extents in Gaborone, South East and Kgatleng Districts, Botswana as of 4 March 2025   
This map illustrates the satellite-detected accumulated flood extent in Gaborone, South East District, Botswana, as observed from multisatellite imagery, including Sentinel-2, PlanetScope, and Kanopus-V, acquired on 4 March 2025. Within the analyzed area of approximately 700 km², an estimated 7 km² remains affected by floodwaters. Floodwaters have receded by about 23 km² since 23 and 25 February 2025.  
This is a preliminary analysis and has not yet been validated in the field. Please send ground feedback to the United Nations Satellite Centre (UNOSAT).

Tags: flooding, geodata
Organization: United Nations Satellite Centre (UNOSAT)
Satellite detected water extents in Andapa District, Sava Region, Madagascar as of 9 March 2025

**UNOSAT code: TC20250308MDG, GDACS ID: 1154**  This map illustrates the potentially affected cropland in Andapa District, Sava Region, Madagascar, based on RCM-2 satellite images acquired on 9 March 2025. In the analyzed area of approximately 680 km², about 145 km² of cropland is identified, of which about 20 km² appears to be affected by floodwaters.    
This is a preliminary analysis and has not yet been validated on the ground. Ground feedback is requested and can be sent to the United Nations Satellite Centre (UNOSAT).  
Important Note: Flood analysis based on radar images may underestimate the presence of standing water in built-up or densely vegetated areas due to the backscattering properties of the radar signal.  
as of 9 March 2025

Tags: cyclones-hurricanes-typhoons, geodata
Organization: United Nations Satellite Centre (UNOSAT)
Satellite detected water extents between 04 and 08 January 2025 over South Sudan

**UNOSAT code: FL20250110SSD**  This map illustrates cumulative satellite-detected water using VIIRS in South Sudan between 04 to 08 January 2025 compared with the period from 14 to 18 December 2024 . Within the cloud free analysed areas of about 630,000 km², a total of about 55,000 km² of lands appear to be affected with flood waters. Water extent appears to have increased of about 16,000 km² since the period between 14 to 18 December 2024 within the cloud free analysed areas. Based on Worldpop population data and the maximal flood water extent ~920,000 people are potentially exposed or living close to flooded areas.  
This is a preliminary analysis and has not yet been validated in the field. Please send ground feedback to the United Nations Satellite Centre (UNOSAT).

Tags: flooding, geodata
Organization: United Nations Satellite Centre (UNOSAT)
Satellite detected water extents in Gaborone, South East Districts, Botswana as of 23 February 2025

**UNOSAT code: FL20250220BWA, GDACS ID: 1103128**  This map illustrates the satellite-detected accumulated flood extent in Gaborone, South East District, Botswana, as observed from Planet imagery acquired on 23 February 2025. Within the analyzed area of approximately 120 km², about 10 km² of land appears to be affected by floodwaters. UNITAR-UNOSAT has identified approximately 670 potentially affected structures within the analyzed area.  
This is a preliminary analysis and has not yet been validated in the field. Please send ground feedback to the United Nations Satellite Centre (UNOSAT).

Tags: flooding, geodata
Organization: United Nations Satellite Centre (UNOSAT)
Accumulated satellite-detected water extents in Gaborone, South East and Kgatleng Districts, Botswana as of 23 to 25 February 2025

**UNOSAT code: FL20250220BWA, GDACS ID: 1103128**  This map illustrates the satellite-detected accumulated flood extent in Gaborone, South East District, Botswana, as observed from Planet imagery and very high-resolution Pleiades imagery acquired between 23 and 25 February 2025. Within the analyzed area of approximately 700 km², an estimated 30 km² appears to be affected by floodwaters. UNITAR-UNOSAT has identified around 900 potentially affected structures, along with 24 affected road segments and 10 affected bridges within the analyzed area.  
This is a preliminary analysis and has not yet been validated in the field. Please send ground feedback to the United Nations Satellite Centre (UNOSAT).

Tags: flooding, geodata
Organization: United Nations Satellite Centre (UNOSAT)
UNOSAT  Live web map -Floods in Gaborone, Botswana, February 2025

**UNOSAT code: FL20250220BWA, GDACS ID: 1103128**  This application provides flood impact assessments for Floods in Gaborone, Botswana   
  
  
  
Important note:   
  
The boundaries and names shown, and the designations used on this map do not imply official endorsement or acceptance by the United Nations.  
  
The designations employed and the presentation of material on this map do not imply the expression of any opinion whatsoever on the part of the Secretariat of the United Nations concerning the legal status of any country, territory, city or area or of its authorities, or concerning the delimitation of its frontiers or boundaries.

Tags: flooding, geodata
Organization: United Nations Satellite Centre (UNOSAT)
Cameroon: Humanitarian Needs

This dataset was compiled by the United Nations Office for the Coordination of Humanitarian Affairs (UNOCHA) on behalf of the Humanitarian Country Team and partners. It provides the Humanitarian Country Team’s shared understanding of the crisis, including the most pressing humanitarian need and the estimated number of people who need assistance, and represents a consolidated evidence base and helps inform joint strategic response planning.

Tags: gender and age disaggregated data-gadd, humanitarian needs overview-hno, hxl, people in need-pin
Organization: OCHA Humanitarian Programme Cycle Tools (HPC Tools)
Satellite detected water extents between 14 and 18 December 2024 over South Sudan

**UNOSAT code: FL20240425SSD**  This map illustrates cumulative satellite-detected water using VIIRS in South Sudan between 14 to 18 December 2024 compared with the period from 08 to 12 December 2024 . Within the cloud free analysed areas of about 630,000 km², a total of about 38,000 km² of lands appear to be affected with flood waters. Water extent appears to remain stable since the period between 08 to 12 December 2024 within the cloud free analysed areas. Based on Worldpop population data and the maximal flood water extent ~655,000 people are potentially exposed or living close to flooded areas.  
This is a preliminary analysis and has not yet been validated in the field. Please send ground feedback to the United Nations Satellite Centre (UNOSAT).

Tags: flooding, geodata
Organization: United Nations Satellite Centre (UNOSAT)
Satellite-detected damage in Île de Mozambique as of 18 March 2025

**UNOSAT code: TC20250308MOZ, GDACS ID: 1001154**  This map shows the locations where damage was detected based on a very high resolution satellite image collected 18 March 2025 when compared to very high resolution imagery by Airbus from October 2023 and February 2024 (south only), available through Google Earth Pro. Between October 2023 and March 2025, multiple cyclones have passed over Île de Mozambique.  
Across the Île de Mozambique, 78 damaged buildings were detected and accumulations of sand indicative of prior flooding were observed on roads and in public spaces.  
This is a preliminary analysis and has not yet been validated in the field. Please send ground feedback to the United Nations Satellite Centre (UNOSAT).

Tags: cyclones-hurricanes-typhoons, geodata
Organization: United Nations Satellite Centre (UNOSAT)
Satellite detected water extents between 08 and 12 December 2024 over South Sudan

**UNOSAT code: FL20240425SSD**  This map illustrates cumulative satellite-detected water using VIIRS in South Sudan between 08 to 12 December 2024 compared with the period from 23 to 27 November 2024 . Within the cloud free analysed areas of about 630,000 km², a total of about 38,000 km² of lands appear to be affected with flood waters. Water extent appears to have increased of about 2,200 km² since the period between 23 to 27 November 2024 within the cloud free analysed areas. Based on Worldpop population data and the maximal flood water extent ~655,000 people are potentially exposed or living close to flooded areas.  
This is a preliminary analysis and has not yet been validated in the field. Please send ground feedback to the United Nations Satellite Centre (UNOSAT).

Tags: flooding, geodata
Organization: United Nations Satellite Centre (UNOSAT)
Satellite detected water extents between 23 and 27 November 2024 over South Sudan

**UNOSAT code: FL20240425SSD**  This map illustrates cumulative satellite-detected water using VIIRS in South Sudan between 23 to 27 November 2024 compared with the period from 03 to 07 November 2024 . Within the cloud free analysed areas of about 630,000 km², a total of about 35,000 km² of lands appear to be affected with flood waters. Water extent appears to main stable since the period between 03 to 07 November 2024 within the cloud free analysed areas. Based on Worldpop population data and the maximal flood water extent ~675,000 people are potentially exposed or living close to flooded areas.  
This is a preliminary analysis and has not yet been validated in the field. Please send ground feedback to the United Nations Satellite Centre (UNOSAT).

Tags: flooding, geodata
Organization: United Nations Satellite Centre (UNOSAT)
Extensão de água detectada por satélite nos Distritos de Mossuril e Ilha de Moçambique, Província de Nampula, Moçambique, no dia 18 de janeiro de 2025

**UNOSAT code: FL20250121MOZ**  Este mapa ilustra a água detectada por satélite nos Distritos de Mossuril e Ilha de Moçambique, Província de Nampula, usando imagens satélite tirada no dia 18 de janeiro de 2025 às 09:34, horário local. Dentro da área analisada de aproximadamente 4.600 km², estima-se que 60 km² de terra tenham sido afetados pelas águas das enchentes. Com base nos dados demográficos espaciais do WorldPop, aproximadamente 9.000 pessoas estão expostas ou morando perto das áreas inundadas.  
Essa é uma análise preliminar e ainda não foi validada em campo. Envie comentários sobre o solo para o Centro de Satélites das Nações Unidas (UNOSAT).

Tags: flooding, geodata
Organization: United Nations Satellite Centre (UNOSAT)