AndreaBozzo/ceres-open-data-index huggingface dataset:
Cumulative Satellite Detected Waters over Sylhet Division, Bangladesh as of 19 & 22 June 2024

**UNOSAT code: FL20240502BGD, GDACS ID: 1001064**  This map illustrates cumulative satellite-detected surface waters in Sylhet Division, Bangladesh as observed from Sentinel-1 images acquired on the 19th and 22nd June 2024 and using an automated analysis with machine learning method.  
   
Within the analysed area of about 12,000 km2, about 2,600 km2 of land appears to be flooded. Based on Worldpop population data and the detected surface waters in the analysed area, the potentially exposed population is mainly located in the district of Sylhet with ~1 million people, Habiganj with ~530,000 people, Sunamganj with ~420,000 people.  
   
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).  
   
Important note: Flood analysis from radar images may underestimate the presence of standing waters in built-up areas and densely vegetated areas due to backscattering properties of the radar signal.

Tags: flooding, geodata
Organization: United Nations Satellite Centre (UNOSAT)
El Fasher Damage Assessment Overview

**UNOSAT code: CE20230415SDN**  This map illustrates damage to structures in the city of El Fasher, North Darfur, Republic of Sudan.  
  
The damage was investigated due to a significant occurrence of fire detections from May 9-20 2024. Fire detections are sourced from multiple US Government scientific satellites utilizing the MODIS and VIIRS sensors. While some fire detections may be non-violent in nature the large majority are firmly within areas of residential structures that show indications of burning in satellite imagery.  
  
Damaged areas are visible in satellite imagery from 11 November 2023 - 31 July 2024 and are heavily concentrated in the Eastern half of the city. In total,  more than 23,600 structures are estimated to have been damaged or destroyed in these areas. Out of these 23,600 structures, approximately 2,000 were found damaged before 9 May 2024; 9,500 between 9 May and 23 May 2024; over 4,600 between 23 May and 1 June 2024; 3,900 between 1 June and 12 June 2024; 600 between 12 June 2024 and 26 June 2024; and 2,900 between 26 June 2024 and 31 July 2024.   
  
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: complex emergency-conflict-security, geodata
Organization: United Nations Satellite Centre (UNOSAT)
UNOSAT Gaza Strip Road Network Comprehensive Damage Assessment

**UNOSAT code: CE20231007PSE**  This map illustrates a satellite-based comprehensive damage assessment to detect damage and affected roads across the Gaza Strip, Occupied Palestinian Territory, based on an image collected on 29 May 2024.  
  
According to satellite imagery analysis, UNOSAT identified approximately 1,100km of destroyed roads, 350km of severely affected roads and 1,470km of moderately affected roads. From these statistics, it has been calculated that approximately 65% of the total road network has been damaged (including destroyed and affected roads), across the Gaza Strip.  
  
This is a preliminary analysis and has not yet been validated in the field.

Tags: complex emergency-conflict-security, crisis-opt-israel-hostilities, geodata
Organization: United Nations Satellite Centre (UNOSAT)
Building Damage Assessment in Shyamnagar Upazila, Bagerhat District, Khulna Division, Bangladesh as of 10 June 2024

**UNOSAT code: FL20240502BGD, GDACS ID: 1001064**  This map illustrates potentially affected structures as observed by using a WorldView-2 satellite image acquired on 10 June 2024 at 10:42 Local Time. Within the analysis extent, UNOSAT identified 45 damaged structures and 185 potentially damaged structures.  
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 extent over Satkhira and Khulna Districts, Khulna Divisions, Bangladesh as of 1 June 2024

**UNOSAT code: FL20240502BGD, GDACS ID: 1001064**  This map illustrates satellite-detected surface waters in Satkhira and Khulna Districts, Khulna Divisions, Bangladesh as observed from TANDEM_X images acquired on 1 June 2024 at 18:01 local time.   
Within the analyzed area of about 1,100 km2, about 200 km2 of land appears to be flooded. Based on Worldpop population data and the detected surface waters in the analyzed area, 124,000 people are potentially exposed or living close to the affected areas. UNITAR-UNOSAT identified 76,000 structures potentially exposed to floods in 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).   
Important note: Flood analysis from radar images may underestimate the presence of standing waters in built-up areas and 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 05 and 09 June 2024 over South Sudan

**UNOSAT code: FL20240425SSD**  This map illustrates cumulative satellite-detected water using VIIRS in South Sudan between 05 to 09 June 2024 compared with the period from 01 to 05 May 2024. Within the cloud free analysed areas of about 580,000 km², a total of about 7,500 km² of lands appear to be affected with flood waters. Water extent appears to have decreased of about 1,700 km² since the period between 01 to 05 May 2024. Based on Worldpop population data and the maximal flood water extent ~120,000 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 along the Debed river in Tashir, Stepanavan & Tumanian Municipalites, Lori Province, Armenia as of 03 June 2024

**UNOSAT code: FL20240528ARM, GDACS ID: 1102647**  This map illustrates satellite based structure damage assessment along the Debed river in Tashir, Stepanavan and Tumanian Municipalities, Lori Province as observed from a SPOT 6 imagery acquired on the 03 June 2024 at 14:35 local time & a Pléiades imagery acquired on the 29 May 2024 at 11:39 local time. UNOSAT observed 124 potentially affected buildings, 18 potentially affected bridges, 29 potentially affected road segments and 9 potentially affected railway segments. Based on Worldpop population data and within the analysed area, about 7,500 people live within 200m from the Debed river.  
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 extent in North Western Province, Sri Lanka as of 04 June 2024

**UNOSAT code: FL20240603LKA, GDACS ID: 1102660**  This map illustrates satellite-detected water extent in the North Western Province, Sri Lanka, as observed from a Sentinel-1 image acquired on June 4, 2024, at 00:25 UTC. Within the analyzed area of about 4,000 km², a total of about 46 km² of land appears to be affected by floodwaters. The water extent appears to have receded by about 34 km² since May 23, 2024. Based on WorldPop population data and the flood extent, approximately 16,000 people are potentially exposed.  
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).  
Important note: Flood analysis from radar images may underestimate the presence of standing waters in built-up areas and densely vegetated areas due to backscattering properties of the radar signal.

Tags: flooding, geodata
Organization: United Nations Satellite Centre (UNOSAT)
Building Damage Assessment in Bagerhat District, Khulna Division, Bangladesh as of 4 June 2024

**UNOSAT code: FL20240502BGD, GDACS ID: 1001064**  This map illustrates potentially damaged structures as observed by using a Pléiades satellite image acquired on 4 June 2024 at 10:31 Local Time. Within the analysis extent, UNOSAT identified 1,100 potentially damaged structures.  
  
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)
Damage assessment along the Debed river in Tumanian Municipality, Lori Province, Armenia as of 29 May 2024

**UNOSAT code: FL20240528ARM, GDACS ID: 1102647**  This map illustrates satellite based structure damage assessment along the Debed river in Tumanian Municipality, Lori Province as observed from a Pléiades imagery acquired on the 29 May 2024 at 11:39 local time. UNOSAT observed 113 potentially affected buildings, 12 potentially affected bridges, 16 potentially affected road segments and 5 potentially affected railway segments. Based on Worldpop population data, about 3,000 people live within 200m from the Debed river.  
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 extent over Barisal, Dhaka and Khulna Divisions, Bangladesh as of 1 June 2024

**UNOSAT code: FL20240502BGD, GDACS ID: 1001064**  This map illustrates satellite-detected surface waters in Barisal, Dhaka and Khulna Divisions, Bangladesh as observed from a Sentinel-1 images acquired on 1 June 2024 at 05:56 local time and using an automated analysis with machine learning method.   
Within the analyzed area of about 52,000 km2, about 1,000 km2 of land appears to be flooded. Based on Worldpop population data and the detected surface waters in the analyzed area, the potentially exposed population is mainly located in the district of Bagerhat, Khulna Division with ~96,000 people, and Barguna, Barisal Division with ~74,000 people.   
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).   
Important note: Flood analysis from radar images may underestimate the presence of standing waters in built-up areas and densely vegetated areas due to backscattering properties of the radar signal.

Tags: cyclones-hurricanes-typhoons, geodata
Organization: United Nations Satellite Centre (UNOSAT)
UNOSAT Live Web map - Floods in Sri Lanka

**UNOSAT code: FL20240603LKA, GDACS ID: 1102660**  This application provides geospatial information regarding the floods in Sri Lanka in June 2024.  
  
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 United Nations Satellite Centre. UNOSAT is not responsible for the misuse or misrepresentation of the map.

Tags: flooding, geodata
Organization: United Nations Satellite Centre (UNOSAT)
Satellite detected water extent in Gampaha, Colombo and Kalutara Districts, Western Province as of 04 June 2024

**UNOSAT code: FL20240603LKA, GDACS ID: 1102660**  This map illustrates satellite-detected water extent in Gampaha, Colombo and Kalutara Districts, Western Province, Sri Lanka as observed from a Sentinel-1 image acquired on 04 June 2024 at 00:25 UTC. Within the analysed areas of about 8,000 km², a total of about 124 km² of lands appear to be affected with flood waters. Based on WorldPop population data and the flood extent about 100,000 people are potentially exposed.  
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).  
Important note: Flood analysis from radar images may underestimate the presence of standing waters in built-up areas and densely vegetated areas due to backscattering properties of the radar signal.

Tags: flooding, geodata
Organization: United Nations Satellite Centre (UNOSAT)
Building Damage Assessment in Rampal Upazila Bagerhat District, Khulna Division, Bangladesh as of 4 June 2024

**UNOSAT code: FL20240502BGD, GDACS ID: 1001064**  This map illustrates potentially damaged structures as observed by using a Pléiades satellite image acquired on 4 June 2024 at 10:31 Local Time. Within the analysis extent, UNOSAT identified 30 damaged structures and 270 potentially damaged structures.  
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)
UNOSAT Gaza Strip 7th Comprehensive Damage Assessment - May 2024

**UNOSAT code: CE20231007PSE**  This map illustrates a satellite imagery-based comprehensive assessment of damage and destruction to structures within the area of interest in the Gaza Strip, Occupied Palestinian Territory, based on images collected on 3 May 2024 when compared to images collected on 1 May 2023, 10 May 2023, 18 September 2023, 15 October 2023, 7 November 2023, 26 November 2023, 6-7 January 2024, 29 February 2024, and 31 March - 1 April 2024.   
  
According to satellite imagery analysis, UNOSAT identified 36,591 destroyed structures, 16,513 severely damaged structures, 47,368 moderately damaged structures, and 36,825 possibly damaged structures for a total of 137,297 structures. These correspond to around 55% of the total structures in the Gaza Strip and a total of 135,142 estimated damaged housing units. The governorates of Deir Al-Balah and Gaza have experienced the highest rise in damage compared to the 1 April 2024 analysis, with 2,613 new structures damaged in Deir Al-Balah and 2,368 in Gaza. Within Deir Al-Balah, An Nuseirat municipality had the highest number of newly damaged structures, totaling 1,216. This is a preliminary analysis and has not yet been validated in the field.

Tags: complex emergency-conflict-security, crisis-opt-israel-hostilities, geodata
Organization: United Nations Satellite Centre (UNOSAT)
Preliminary satellite-derived landslide impact assessment

**UNOSAT code: LS20240525PNG, GDACS ID: 1102646**  Status: Damaged structures observed  
Further action(s): Continue monitoring  
Damaged structures, roads and landslide area observed in Lagaip/Pogera District, Enga Province, Papua New Guinea as of 24 May 2024.

Tags: geodata, natural disasters
Organization: United Nations Satellite Centre (UNOSAT)
Landslide damage assessment in the Lagaip/Pogera District, Enga Province as of 27 May 2024

**UNOSAT code: LS20240525PNG, GDACS ID: 1102646**  This map illustrates the extent of satellite-detected landslide scars and related damage in the Lagaip/Pogera District of Enga Province in Papua New Guinea, using GeoEye-1 satellite imagery acquired on May 27, 2024, at 10:42 LT, 2 km west of Mulitaka. A massive landslide and rockfalls have affected the area. Within a 2 km radius, 634 pre-event structures have been identified (OpenStreetMap), of which at least 18 structures have been identified as damaged and/or destroyed. Using WorldPop spatial demographic datasets, it is estimated that at least 2,000 people live within a 2 km radius of the main damaged road. The main landslide scar covers approximately 9 hectares and has also blocked the Laiagam-Porgera road.  
  
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: geodata, natural disasters
Organization: United Nations Satellite Centre (UNOSAT)
Mudslide / Lahar impact in Canduang, Agam Metropolitan, Indonesia as of 23 May 2024

**UNOSAT code: LS20240512IDN, GDACS ID: 1102617**  This map illustrates satellite-detected mudslide / lahar in Canduang, Agam Metropolitan, Sumatera Barat Province, Indonesia, as observed from a Pléiades image acquired on 23 May 2024 and VRSS-2 acquired on 17 May 2024. Within the analyzed area of about 2 km², about 0.3 km² mudslide / lahar extent was observed. Based on Worldpop population data and the maximal mudslide / lahar extent 1,880 people are potentially exposed or living close to the affected areas.  
Furthermore, within the analyzed area, 170 structures are identified as affected by the floods (10% from the total structures in the analysed area), along with about 680 m of roads, as of 23 May 2024  
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: geodata, natural disasters
Organization: United Nations Satellite Centre (UNOSAT)
UNOSAT Live Web map - Landslide in Papua New Guinea

**UNOSAT code: LS20240525PNG, GDACS ID: 1102646**  This application provides geospatial information on the ongoing landslide in Papua New Guinea  
  
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 United Nations Satellite Centre. UNOSAT is not responsible for the misuse or misrepresentation of the map.

Tags: geodata, natural disasters
Organization: United Nations Satellite Centre (UNOSAT)
Mudslide / Lahar impact in Sungai Pua and Banuhampu, Agam Metropolitan, Indonesia as of 20 May 2024

**UNOSAT code: LS20240512IDN, GDACS ID: 1102617**  This map illustrates satellite-detected mudslide / lahar in Sungai Pua and Banuhampu, Agam Metropolitan, Sumatera Barat Province, Indonesia, as observed from a Pléiades image acquired on 20 May 2024. Within the analyzed area of about 1,000 ha about 200 ha mudslide / lahar extent was observed. Based on Worldpop population data ~ 5,000 people within the analysed areas.  
Furthermore, within the analyzed area, 85 buildings are identified as affected by the floods (1% of the total structures in the analysed area), along with about 400 m of roads, as of 20 May 2024  
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: geodata, natural disasters
Organization: United Nations Satellite Centre (UNOSAT)
UNOSAT Live Web map - Landslide in Indonesia

**UNOSAT code: LS20240512IDN, GDACS ID: 1102617**  This application provides geospatial information on the ongoing landslide in Indonesia   
  
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 United Nations Satellite Centre. UNOSAT is not responsible for the misuse or misrepresentation of the map.

Tags: geodata, natural disasters
Organization: United Nations Satellite Centre (UNOSAT)
Mudflow impact in Eshkmesh District, Takhar Province and Burka District, Baghlan Province, Afghanistan as of 15 May 2024

**UNOSAT code: FL20240512AFG, GDACS ID: 1102616**  This map illustrates satellite-detected mudflow extent Eshkmesh District,  Takhar Province and Burka District, Baghlan Province, Afghanistan as observed from a Sentinel-2 image acquired on 15 May 2024 at 14:04 local time (09:34 UTC). Within the analysed area of about 1,000 km², a total of about 65 km² of lands appear to be affected by mudflow.  
Based on Worldpop population data and the extent of the mudflows, about 12,000 people are potentially affected by mudflows.  
  
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)
Mudslide / Lahar impact in Lima Kaum, Rambatanm and Pariangan Districts, Indonesia, as of 17 May 2024

**UNOSAT code: LS20240512IDN, GDACS ID: 1102617**  This map illustrates satellite-detected mudslide / lahar in Lima Kaum, Rambatanm and Pariangan Districts, Tanah Datar Metropolitan, Sumatera Barat Province, Indonesia, as observed from a Pléiades image acquired on 17 May 2024. Within the analyzed area of about 50 km², about 1.3 km² mudslide / lahar extent was observed. Based on Worldpop population data and the maximal mudslide / lahar extent ~1,200 people are potentially exposed or living close to the affected areas.  
Furthermore, within the analyzed area, 240 buildings are identified as affected by the floods (1% from the total structures in the analysed area), along with about 2 km of roads, as of 17 May 2024  
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: geodata, natural disasters
Organization: United Nations Satellite Centre (UNOSAT)
Mudflow impact in Burka District, Baghlan Province, Afghanistan as of 14 May 2024

**UNOSAT code: FL20240512AFG, GDACS ID: 1102616**  This map illustrates satellite-detected mudflow extent in Burka District, Baghlan Province, Afghanistan as observed from a Pléiades image acquired on 14 May 2024 at 10:48 local time (06:18 UTC). Within the analysed area of about 130 km², a total of about 18 km² of lands appear to be affected by mudflow. UNITAR-UNOSAT identified 2,042 affected structures.  
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 extent in Baghlan-e-Jadid District, Baghlan Province, Afghanistan as of 14 May 2024

**UNOSAT code: FL20240512AFG, GDACS ID: 1102616**  This map illustrates satellite-detected water extent in Baghlan-e-Jadid District, Baghlan Province, Afghanistan as observed from a Pléiades image acquired on 14 May 2024 at 10:48 local time (06:18 UTC). Within the analysed area of about 420 ha, a total of about 90 ha of lands appear to be affected by flood waters. UNITAR-UNOSAT identified 259 affected structures.  
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 - Flash floods in Afghanistan

**UNOSAT code: FL20240512AFG, GDACS ID: 1102616**  This application provides geospatial information on the ongoing floods in Afghanistan.  
  
  
  
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 United Nations Satellite Centre. UNOSAT is not responsible for the misuse or misrepresentation of the map.

Tags: flooding, geodata
Organization: United Nations Satellite Centre (UNOSAT)
Satellite detected mudflow extent in Burka District, Baghlan Province, Afghanistan as of 14 May 2024

**UNOSAT code: FL20240512AFG, GDACS ID: 1102616**  This map illustrates satellite-detected mudflow extent in Burka District, Baghlan Province, Afghanistan as observed from a Pléiades image acquired on 14 May 2024 at 10:48 local time. Within the analysed area of about 130 km², a total of about 18 km² of lands appear to be affected by mudflow.  
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)