• Time Period of the Dataset [?]: July 07, 2024-July 07, 2024 ... More
    Modified [?]: 7 July 2024
    Dataset Added on HDX [?]: 5 December 2019
    OpenStreetMap exports for use in GIS applications. This theme includes all OpenStreetMap features in this area matching ( Learn what tags means here ) : tags['healthcare'] IS NOT NULL OR tags['amenity'] IN ('doctors', 'dentist', 'clinic', 'hospital', 'pharmacy') Features may have these attributes: name name:en amenity building healthcare healthcare:speciality operator:type capacity:persons addr:full addr:city source name:ar This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.
    200+ Downloads
    This dataset updates: Every day
    This dataset is part of the data series [?]: HOTOSM - Health Facilities
  • Time Period of the Dataset [?]: July 07, 2024-July 07, 2024 ... More
    Modified [?]: 7 July 2024
    Dataset Added on HDX [?]: 5 December 2019
    OpenStreetMap exports for use in GIS applications. This theme includes all OpenStreetMap features in this area matching ( Learn what tags means here ) : tags['place'] IN ('isolated_dwelling', 'town', 'village', 'hamlet', 'city') Features may have these attributes: name name:en place population is_in source name:ar This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.
    300+ Downloads
    This dataset updates: Every day
    This dataset is part of the data series [?]: HOTOSM - Populated Places
  • Time Period of the Dataset [?]: July 07, 2024-July 07, 2024 ... More
    Modified [?]: 7 July 2024
    Dataset Added on HDX [?]: 5 December 2019
    OpenStreetMap exports for use in GIS applications. This theme includes all OpenStreetMap features in this area matching ( Learn what tags means here ) : tags['aeroway'] IS NOT NULL OR tags['building'] = 'aerodrome' OR tags['emergency:helipad'] IS NOT NULL OR tags['emergency'] = 'landing_site' Features may have these attributes: name name:en aeroway building emergency emergency:helipad operator:type capacity:persons addr:full addr:city source name:ar This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.
    80+ Downloads
    This dataset updates: Every day
    This dataset is part of the data series [?]: HOTOSM - Airports
  • Time Period of the Dataset [?]: July 07, 2024-July 07, 2024 ... More
    Modified [?]: 7 July 2024
    Dataset Added on HDX [?]: 5 December 2019
    OpenStreetMap exports for use in GIS applications. This theme includes all OpenStreetMap features in this area matching ( Learn what tags means here ) : tags['amenity'] = 'ferry_terminal' OR tags['building'] = 'ferry_terminal' OR tags['port'] IS NOT NULL Features may have these attributes: name name:en amenity building port operator:type addr:full addr:city source name:ar This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.
    100+ Downloads
    This dataset updates: Every day
    This dataset is part of the data series [?]: HOTOSM - Sea Ports
  • Time Period of the Dataset [?]: July 07, 2024-July 07, 2024 ... More
    Modified [?]: 7 July 2024
    Dataset Added on HDX [?]: 11 July 2017
    OpenStreetMap exports for use in GIS applications. This theme includes all OpenStreetMap features in this area matching ( Learn what tags means here ) : tags['amenity'] IS NOT NULL OR tags['man_made'] IS NOT NULL OR tags['shop'] IS NOT NULL OR tags['tourism'] IS NOT NULL Features may have these attributes: name name:en amenity man_made shop tourism opening_hours beds rooms addr:full addr:housenumber addr:street addr:city source name:ar This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.
    100+ Downloads
    This dataset updates: Every day
    This dataset is part of the data series [?]: HOTOSM - Points of Interest
  • Time Period of the Dataset [?]: June 28, 2024-July 06, 2024 ... More
    Modified [?]: 6 July 2024
    Dataset Added on HDX [?]: 3 July 2024
    ADAM ID: 1001067_27 Cyclone (category 1) during the period Jun 28 2024-Jul 06 2024 in Haiti, Grenada, Jamaica, Trinidad and Tobago, Saint Vincent and the Grenadines, Mexico, Belize, United States. It impacted 0 people.
    30+ Downloads
    This dataset updates: Never
  • Time Period of the Dataset [?]: July 05, 2024-July 05, 2024 ... More
    Modified [?]: 5 July 2024
    Dataset Added on HDX [?]: 6 July 2024
    UNOSAT code: CE20231007PSE This map illustrates satellite-detected changes in cropland areas of the Gaza Strip resulting from the decline in the health and density of crops due to the ongoing conflict. UNOSAT conducted an analysis utilising satellite imagery collected by the Sentinel-2 satellite between June 2017 and 2024, performing a Normalized Difference Vegetation Index (NDVI) analysis as well as a multitemporal classification to identify notable changes taking place in cropland areas during that timeframe. The methodology evaluated the damage as a substantial decline in the health and density of crops in June 2024, in comparison to the preceding seven seasons spanning from 2017 to 2024. The decline in the health and density of the crops can be observed due to the impact of activities such as razing, heavy vehicle activity, bombing, shelling, and other conflict-related dynamics. The analysis includes damage assessment for orchards and other trees, field crops and vegetables. UNOSAT analysis shows that the cropland extent in the Gaza Strip is estimated to be 150 sq. km, accounting for approximately 41% of the total area of the Gaza Strip, following an extensive land-cover analysis. Compared to the average of the previous seven years, approximately 63% of the permanent crop fields in the Gaza Strip exhibited a significant decline in health and density in June 2024. In a comprehensive evaluation, it was found that there has been a 9% increase in the proportion of cropland that has been damaged since the previous analysis conducted in May 2024. Additionally, the analysis indicates a notable rise in the destruction of the orchards and other trees, field crops and vegetables in the Deir Al-Balah Governorate, with a 7-percentage point increase compared to the previous May 2024 analysis. Moreover, there has been a significant escalation in the destruction of cropland within the Gaza Governorate, with the percentage rising from 61% in May 2024 to 69% in June 2024. This is a preliminary analysis and has not yet been validated in the field.
    This dataset updates: Never
  • Time Period of the Dataset [?]: July 05, 2024-July 05, 2024 ... More
    Modified [?]: 5 July 2024
    Dataset Added on HDX [?]: 6 July 2024
    UNOSAT code: TC20240702JAM, GDACS ID: 1001067 This map illustrates satellite-detected water extent in Kingston, Saint Catherine and Saint Andrew Parishes as observed from a TerraSAR-X image acquired at 06:03 local time. Within the analysed area of about 1,450 km², a limited extent of 5 km² of lands appear to be affected with flood waters. 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.
    This dataset updates: Never
  • Time Period of the Dataset [?]: September 12, 2020-June 03, 2024 ... More
    Modified [?]: 3 July 2024
    Dataset Added on HDX [?]: 3 July 2024
    This dataset shows settlement-based catchment areas in Madagascar with information on total population disaggregated by sex and age and number of buildings.
    50+ Downloads
    This dataset updates: Every year
  • Time Period of the Dataset [?]: September 12, 2020-May 24, 2024 ... More
    Modified [?]: 3 July 2024
    Dataset Added on HDX [?]: 3 July 2024
    This dataset shows settlement-based catchment areas in Ethiopia with information on total population disaggregated by sex and age and number of buildings.
    90+ Downloads
    This dataset updates: Every year
  • Time Period of the Dataset [?]: September 12, 2020-May 30, 2024 ... More
    Modified [?]: 3 July 2024
    Dataset Added on HDX [?]: 3 July 2024
    This dataset shows settlement-based catchment areas in Sierra Leone with information on total population disaggregated by sex and age and number of buildings.
    10+ Downloads
    This dataset updates: Every year
  • Time Period of the Dataset [?]: August 06, 2018-May 07, 2024 ... More
    Modified [?]: 3 July 2024
    Dataset Added on HDX [?]: 3 July 2024
    This dataset shows settlement-based catchment areas in Côte d'Ivoire with information on total population disaggregated by sex and age and number of buildings.
    100+ Downloads
    This dataset updates: Every year
  • Time Period of the Dataset [?]: December 27, 2017-July 18, 2024 ... More
    Modified [?]: 3 July 2024
    Dataset Added on HDX [?]: 1 September 2015
    "Cabo Verde administrative level 0-2 boundaries (COD-AB) dataset. NOTE: Island P-code system is unofficial. This COD-AB was most recently reviewed for accuracy and necessary changes 6 month(s) ago. The determination was that: The COD-AB does not require any update. Sourced from Second Administrative Level Boundaries (SALB) Project. Live geoservices are available for this COD-AB. Please see COD_External. (For any earlier versions please see here, here, and here.) Vetting, configuration, and geoservices provision by Information Technology Outreach Services (ITOS) with funding from USAID. This COD-AB is suitable for database or GIS linkage to the Cabo Verde COD-PS. As this is an island country, no edge-matched (COD-EM) version of this COD-AB is required.) Please see the COD Portal. Administrative level 1 contains 22 feature(s). Administrative level 2 contains 32 feature(s)."
    COD 1800+ Downloads
    This dataset updates: Every year
    This dataset is part of the data series [?]: COD - Subnational Administrative Boundaries
  • Time Period of the Dataset [?]: January 01, 2018-December 31, 2018 ... More
    Modified [?]: 3 July 2024
    Dataset Added on HDX [?]: 8 February 2024
    Historical and twenty-first century crop production in tons. Global gridded (4km resolution) crop yield simulations for maize, rice, soybean, and wheat, encompassing an ensemble of transient yield simulation output from eight global gridded crop models driven by bias-corrected output from five global climate models, as facilitated by the Inter-Sectoral Impact Model Intercomparison Project (ISIMIP, isimip.org)
    1100+ Downloads
    This dataset updates: Every year
    This dataset is part of the data series [?]: ETH Zürich - Weather and Climate Risks
  • Time Period of the Dataset [?]: September 12, 2020-May 06, 2024 ... More
    Modified [?]: 2 July 2024
    Dataset Added on HDX [?]: 2 July 2024
    This dataset shows settlement-based catchment areas in Malawi with information on total population disaggregated by sex and age and number of buildings.
    This dataset updates: Every year
  • Time Period of the Dataset [?]: July 02, 2024-July 02, 2024 ... More
    Modified [?]: 2 July 2024
    Dataset Added on HDX [?]: 3 July 2024
    UNOSAT code: FL20240502BGD, GDACS ID: 1102700 This map illustrates satellite-detected surface waters in Sunamganj Sadar and Bishwambarpur Upazilas, Sunamganj District, Sylhet Division, as observed from a Pleiades satellite image acquired on 26 June 2024 at 11:01 local time. Within the analysed area, about 120 km² of land appears to be flooded. Furthermore, within the analysed area, about 25,800 structures are identified as potentially affected by the floods (42% of the total structures in the analysed area), along with about 260 km of roads, as of 26 June 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).
    This dataset updates: Never
  • Time Period of the Dataset [?]: June 07, 2021-July 18, 2024 ... More
    Modified [?]: 2 July 2024
    Dataset Added on HDX [?]: 22 June 2022
    Point layer that represents populated places locations (e.g., capitals/ cities/ towns) and of administrative units (Level 1, 2 and 3 depending on availability).
    100+ Downloads
    This dataset updates: Live
  • Time Period of the Dataset [?]: July 01, 2024-July 01, 2024 ... More
    Modified [?]: 1 July 2024
    Dataset Added on HDX [?]: 20 November 2017
    OpenStreetMap contains roughly 1.1 million buildings in this region. Based on AI-mapped estimates, this is approximately 4% of the total buildings.The average age of data for this region is 3 years ( Last edited 2 days ago ) and 5% buildings were added or updated in the last 6 months. Read about what this summary means : indicators , metrics OpenStreetMap exports for use in GIS applications. This theme includes all OpenStreetMap features in this area matching ( Learn what tags means here ) : tags['building'] IS NOT NULL Features may have these attributes: name name:en building building:levels building:materials addr:full addr:housenumber addr:street addr:city office source name:th This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.
    200+ Downloads
    This dataset updates: Every month
    This dataset is part of the data series [?]: HOTOSM - Buildings
  • Time Period of the Dataset [?]: July 01, 2024-July 01, 2024 ... More
    Modified [?]: 1 July 2024
    Dataset Added on HDX [?]: 20 November 2017
    OpenStreetMap contains roughly 997.4 thousand km of roads in this region. Based on AI-mapped estimates, this is approximately 75 % of the total road length in the dataset region. The average age of data for the region is 3 years ( Last edited 2 days ago ) and 4% of roads were added or updated in the last 6 months. Read about what this summary means : indicators , metrics OpenStreetMap exports for use in GIS applications. This theme includes all OpenStreetMap features in this area matching ( Learn what tags means here ) : tags['highway'] IS NOT NULL Features may have these attributes: name name:en highway surface smoothness width lanes oneway bridge layer source name:th This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.
    400+ Downloads
    This dataset updates: Every month
    This dataset is part of the data series [?]: HOTOSM - Roads
  • Time Period of the Dataset [?]: July 01, 2024-July 01, 2024 ... More
    Modified [?]: 1 July 2024
    Dataset Added on HDX [?]: 6 December 2019
    OpenStreetMap exports for use in GIS applications. This theme includes all OpenStreetMap features in this area matching ( Learn what tags means here ) : tags['railway'] IN ('rail','station') Features may have these attributes: name name:en railway ele operator:type layer addr:full addr:city source name:th This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.
    400+ Downloads
    This dataset updates: Every month
    This dataset is part of the data series [?]: HOTOSM - Railways
  • Time Period of the Dataset [?]: July 01, 2024-July 01, 2024 ... More
    Modified [?]: 1 July 2024
    Dataset Added on HDX [?]: 20 November 2017
    OpenStreetMap exports for use in GIS applications. This theme includes all OpenStreetMap features in this area matching ( Learn what tags means here ) : tags['amenity'] IS NOT NULL OR tags['man_made'] IS NOT NULL OR tags['shop'] IS NOT NULL OR tags['tourism'] IS NOT NULL Features may have these attributes: name name:en amenity man_made shop tourism opening_hours beds rooms addr:full addr:housenumber addr:street addr:city source name:th This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.
    200+ Downloads
    This dataset updates: Every month
    This dataset is part of the data series [?]: HOTOSM - Points of Interest
  • Time Period of the Dataset [?]: July 01, 2024-July 01, 2024 ... More
    Modified [?]: 1 July 2024
    Dataset Added on HDX [?]: 6 December 2019
    OpenStreetMap exports for use in GIS applications. This theme includes all OpenStreetMap features in this area matching ( Learn what tags means here ) : tags['healthcare'] IS NOT NULL OR tags['amenity'] IN ('doctors', 'dentist', 'clinic', 'hospital', 'pharmacy') Features may have these attributes: name name:en amenity building healthcare healthcare:speciality operator:type capacity:persons addr:full addr:city source name:th This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.
    100+ Downloads
    This dataset updates: Every month
    This dataset is part of the data series [?]: HOTOSM - Health Facilities
  • Time Period of the Dataset [?]: July 01, 2024-July 01, 2024 ... More
    Modified [?]: 1 July 2024
    Dataset Added on HDX [?]: 6 December 2019
    OpenStreetMap exports for use in GIS applications. This theme includes all OpenStreetMap features in this area matching ( Learn what tags means here ) : tags['amenity'] IN ('mobile_money_agent','bureau_de_change','bank','microfinance','atm','sacco','money_transfer','post_office') Features may have these attributes: name name:en amenity operator network addr:full addr:city source name:th This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.
    40+ Downloads
    This dataset updates: Every month
    This dataset is part of the data series [?]: HOTOSM - Financial Services
  • Time Period of the Dataset [?]: July 01, 2024-July 01, 2024 ... More
    Modified [?]: 1 July 2024
    Dataset Added on HDX [?]: 6 December 2019
    OpenStreetMap exports for use in GIS applications. This theme includes all OpenStreetMap features in this area matching ( Learn what tags means here ) : tags['amenity'] = 'ferry_terminal' OR tags['building'] = 'ferry_terminal' OR tags['port'] IS NOT NULL Features may have these attributes: name name:en amenity building port operator:type addr:full addr:city source name:th This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.
    100+ Downloads
    This dataset updates: Every month
    This dataset is part of the data series [?]: HOTOSM - Sea Ports
  • Time Period of the Dataset [?]: July 01, 2024-July 01, 2024 ... More
    Modified [?]: 1 July 2024
    Dataset Added on HDX [?]: 6 December 2019
    OpenStreetMap exports for use in GIS applications. This theme includes all OpenStreetMap features in this area matching ( Learn what tags means here ) : tags['place'] IN ('isolated_dwelling', 'town', 'village', 'hamlet', 'city') Features may have these attributes: name name:en place population is_in source name:th This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.
    200+ Downloads
    This dataset updates: Every month
    This dataset is part of the data series [?]: HOTOSM - Populated Places