Lebanon

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  • 500+ Downloads
    Time Period of the Dataset [?]: May 01, 2025-May 01, 2025 ... More
    Modified [?]: 1 May 2025
    Dataset Added on HDX [?]: 14 July 2017
    This dataset updates: Every month
    This dataset is part of the data series [?]: HOTOSM - Buildings
    OpenStreetMap contains roughly 781.2 thousand buildings in this region. Based on AI-mapped estimates, this is approximately 68% of the total buildings.The average age of data for this region is 10 years ( Last edited 17 days ago ) and 28% buildings were added or updated in the last 6 months. Read about what this summary means : indicators , metrics 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:ar This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.
  • 600+ Downloads
    Time Period of the Dataset [?]: May 01, 2025-May 01, 2025 ... More
    Modified [?]: 1 May 2025
    Dataset Added on HDX [?]: 14 July 2017
    This dataset updates: Every month
    This dataset is part of the data series [?]: HOTOSM - Roads
    OpenStreetMap contains roughly 47.7 thousand km of roads in this region. Based on AI-mapped estimates, this is approximately 84 % of the total road length in the dataset region. The average age of data for the region is 10 years ( Last edited 17 days ago ) and 12% of roads were added or updated in the last 6 months. Read about what this summary means : indicators , metrics 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:ar This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.
  • 200+ Downloads
    Time Period of the Dataset [?]: May 01, 2025-May 01, 2025 ... More
    Modified [?]: 1 May 2025
    Dataset Added on HDX [?]: 5 December 2019
    This dataset updates: Every month
    This dataset is part of the data series [?]: HOTOSM - Railways
    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:ar This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.
  • 300+ Downloads
    Time Period of the Dataset [?]: May 01, 2025-May 01, 2025 ... More
    Modified [?]: 1 May 2025
    Dataset Added on HDX [?]: 5 December 2019
    This dataset updates: Every month
    This theme includes all OpenStreetMap features in this area matching ( Learn what tags means here ) : tags['place'] IN ('isolated_dwelling', 'town', 'village', 'hamlet', 'city') OR tags['landuse'] IN ('residential') Features may have these attributes: name name:en place landuse 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.
  • 90+ Downloads
    Time Period of the Dataset [?]: May 01, 2025-May 01, 2025 ... More
    Modified [?]: 1 May 2025
    Dataset Added on HDX [?]: 5 December 2019
    This dataset updates: Every month
    This dataset is part of the data series [?]: HOTOSM - Financial Services
    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:ar This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.
  • 300+ Downloads
    Time Period of the Dataset [?]: May 01, 2025-May 01, 2025 ... More
    Modified [?]: 1 May 2025
    Dataset Added on HDX [?]: 5 December 2019
    This dataset updates: Every month
    This dataset is part of the data series [?]: HOTOSM - Health Facilities
    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
    Time Period of the Dataset [?]: May 01, 2025-May 01, 2025 ... More
    Modified [?]: 1 May 2025
    Dataset Added on HDX [?]: 5 December 2019
    This dataset updates: Every month
    This dataset is part of the data series [?]: HOTOSM - Education Facilities
    This theme includes all OpenStreetMap features in this area matching ( Learn what tags means here ) : tags['amenity'] IN ('kindergarten', 'school', 'college', 'university') OR tags['building'] IN ('kindergarten', 'school', 'college', 'university') Features may have these attributes: name name:en amenity building 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
    Time Period of the Dataset [?]: May 01, 2025-May 01, 2025 ... More
    Modified [?]: 1 May 2025
    Dataset Added on HDX [?]: 5 December 2019
    This dataset updates: Every month
    This dataset is part of the data series [?]: HOTOSM - Airports
    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.
  • 300+ Downloads
    Time Period of the Dataset [?]: May 01, 2025-May 01, 2025 ... More
    Modified [?]: 1 May 2025
    Dataset Added on HDX [?]: 5 December 2019
    This dataset updates: Every month
    This dataset is part of the data series [?]: HOTOSM - Sea Ports
    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.
  • 200+ Downloads
    Time Period of the Dataset [?]: May 01, 2025-May 01, 2025 ... More
    Modified [?]: 1 May 2025
    Dataset Added on HDX [?]: 14 July 2017
    This dataset updates: Every month
    This dataset is part of the data series [?]: HOTOSM - Points of Interest
    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.
  • 500+ Downloads
    Time Period of the Dataset [?]: May 01, 2025-May 01, 2025 ... More
    Modified [?]: 1 May 2025
    Dataset Added on HDX [?]: 14 July 2017
    This dataset updates: Every month
    This dataset is part of the data series [?]: HOTOSM - Waterways
    This theme includes all OpenStreetMap features in this area matching ( Learn what tags means here ) : tags['waterway'] IS NOT NULL OR tags['water'] IS NOT NULL OR tags['natural'] IN ('water','wetland','bay') Features may have these attributes: name name:en waterway covered width depth layer blockage tunnel natural water source name:ar This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.
  • 10+ Downloads
    Time Period of the Dataset [?]: January 01, 2015-December 31, 2030 ... More
    Modified [?]: 1 December 2024
    Dataset Added on HDX [?]: 3 February 2025
    This dataset updates: Every year
    This dataset is part of the data series [?]: WorldPop - Age and Sex Population Structures
    Constrained estimates of total number of people per grid square broken down by gender and age groupings (including 0-1 and by 5-year up to 90+) for Lebanon, version v1. The dataset is available to download in Geotiff format at a resolution of 3 arc (approximately 100m at the equator). The projection is Geographic Coordinate System, WGS84. The units are estimated number of male, female or both in each age group per grid square.  More information can be found in the Release Statement The difference between constrained and unconstrained is explained on this page: https://www.worldpop.org/methods/top_down_constrained_vs_unconstrained File Descriptions: {iso} {gender} {age group} {year} {type} {resolution}.tif iso Three-letter country code gender m = male, f= female, t = both genders age group 00 = age group 0 to 12 months 01 = age group 1 to 4 years 05 = age group 5 to 9 years 90 = age 90 years and over year Year that the population represents type CN = Constrained , UC= Unconstrained resolution Resolution of the data e.q. 100m = 3 arc (approximately 100m at the equator)
  • 60+ Downloads
    Time Period of the Dataset [?]: January 01, 2015-December 31, 2030 ... More
    Modified [?]: 1 December 2024
    Dataset Added on HDX [?]: 31 January 2025
    This dataset updates: Every year
    Constrained estimates, total number of people per grid-cell. The dataset is available to download in Geotiff format at a resolution of 3 arc (approximately 100m at the equator). The projection is Geographic Coordinate System, WGS84. The units are number of people per pixel. The mapping approach is Random Forest-based dasymetric redistribution.  More information can be found in the Release Statement The difference between constrained and unconstrained is explained on this page: https://www.worldpop.org/methods/top_down_constrained_vs_unconstrained
  • 60+ Downloads
    Time Period of the Dataset [?]: November 14, 2024-November 14, 2024 ... More
    Modified [?]: 14 November 2024
    Dataset Added on HDX [?]: 14 November 2024
    This dataset updates: Every year
    Lebanon administrative level 4 (Beirut neighborhoods) boundary shapefile and geodatabase
  • COD+ 7300+ Downloads
    Time Period of the Dataset [?]: May 02, 2014-May 20, 2025 ... More
    Modified [?]: 13 November 2024
    Dataset Added on HDX [?]: 20 June 2017
    This dataset updates: Every year
    This dataset is part of the data series [?]: COD - Subnational Administrative Boundaries
    Lebanon administrative level 0-3 boundaries (COD-AB) dataset. These administrative boundaries were established in: 2014 NOTE: Please see caveats pertaining to the P-coding system. This COD-AB was most recently reviewed for accuracy and necessary changes in November 2024. The COD-AB requires improvements. Sourced from Council for Development and Reconstruction (CDR) Live geoservices (provided by Information Technology Outreach Services (ITOS) with funding from USAID) 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. There is no suitable population statistics dataset (COD-PS) for linkage to this COD-AB.. An edge-matched (COD-EM) version of this COD-AB is available on HDX here. Please see the COD Portal. Administrative level 1 contains 8 feature(s). The normal administrative level 1 feature type is ""Governorate (Mouhafaza)"". Administrative level 2 contains 26 feature(s). The normal administrative level 2 feature type is ""District (Kaza)"". Administrative level 3 contains 1,627 feature(s). The normal administrative level 3 feature type is ""Cadaster (Manatek Ikaria)"". Recommended cartographic projection: Asia South Albers Equal Area Conic This metadata was last updated on January 9, 2025.
  • 800+ Downloads
    Time Period of the Dataset [?]: January 01, 2010-December 31, 2021 ... More
    Modified [?]: 28 May 2024
    Dataset Added on HDX [?]: 6 January 2022
    This dataset updates: Live
    This dataset is part of the data series [?]: geoBoundaries - Subnational Administrative Boundaries
    This dataset contains the following administrative boundaries: ADM0, ADM1, ADM2. Produced and maintained since 2017, the geoBoundaries Global Database of Political Administrative Boundaries Database www.geoboundaries.org is an open license, standardized resource of boundaries (i.e., state, county) for every country in the world.
  • 20+ Downloads
    Time Period of the Dataset [?]: August 18, 2015-March 05, 2024 ... More
    Modified [?]: 12 April 2024
    Dataset Added on HDX [?]: 12 April 2024
    This dataset updates: Every year
    This dataset is part of the data series [?]: WOF - Administrative Subdivisions and Human Settlements
    This dataset contains administrative polygons grouped by country (admin-0) with the following subdivisions according to Who's On First placetypes: - macroregion (admin-1 including region) - region (admin-2 including state, province, department, governorate) - macrocounty (admin-3 including arrondissement) - county (admin-4 including prefecture, sub-prefecture, regency, canton, commune) - localadmin (admin-5 including municipality, local government area, unitary authority, commune, suburb) The dataset also contains human settlement points and polygons for: - localities (city, town, and village) - neighbourhoods (borough, macrohood, neighbourhood, microhood) The dataset covers activities carried out by Who's On First (WOF) since 2015. Global administrative boundaries and human settlements are aggregated and standardized from hundreds of sources and available with an open CC-BY license. Who's On First data is updated on an as-need basis for individual places with annual sprints focused on improving specific countries or placetypes. Please refer to the README.md file for complete data source metadata. Refer to our blog post for explanation of field names. Data corrections can be proposed using Write Field, an web app for making quick data edits. You’ll need a Github.com account to login and propose edits, which are then reviewed by the Who's On First community using the Github pull request process. Approved changes are available for download within 24-hours. Please contact WOF admin about bulk edits.
  • 100+ Downloads
    Time Period of the Dataset [?]: July 10, 2023-November 01, 2023 ... More
    Modified [?]: 31 October 2023
    Dataset Added on HDX [?]: 30 June 2022
    This dataset updates: As needed
    This dataset is part of the data series [?]: Kontur - Population Density for 400m H3 Hexagons
    Lebanon population density for 400m H3 hexagons. Built from Kontur Population: Global Population Density for 400m H3 Hexagons Vector H3 hexagons with population counts at 400m resolution. Fixed up fusion of GHSL, Facebook, Microsoft Buildings, Copernicus Global Land Service Land Cover, Land Information New Zealand, and OpenStreetMap data.
  • 100+ Downloads
    Time Period of the Dataset [?]: April 07, 2022-June 28, 2023 ... More
    Modified [?]: 10 July 2023
    Dataset Added on HDX [?]: 14 April 2022
    This dataset updates: As needed
    This dataset is part of the data series [?]: Kontur - Administrative Division with Aggregated Population
    Lebanon administrative division with aggregated population. Built from Kontur Population: Global Population Density for 400m H3 Hexagons on top of OpenStreetMap administrative boundaries data. Enriched with HASC codes for regions taken from Wikidata. Global version of boundaries dataset: Kontur Boundaries: Global administrative division with aggregated population
  • 2400+ Downloads
    Time Period of the Dataset [?]: September 19, 2019-December 02, 2022 ... More
    Modified [?]: 2 December 2022
    Dataset Added on HDX [?]: 21 September 2019
    This dataset updates: Never
    The world's most accurate population datasets. Seven maps/datasets for the distribution of various populations in Lebanon: (1) Overall population density (2) Women (3) Men (4) Children (ages 0-5) (5) Youth (ages 15-24) (6) Elderly (ages 60+) (7) Women of reproductive age (ages 15-49).
  • 100+ Downloads
    Time Period of the Dataset [?]: May 27, 2020-December 03, 2022 ... More
    Modified [?]: 26 May 2020
    Dataset Added on HDX [?]: 26 May 2020
    This dataset updates: As needed
    NEWER ROAD MAPPING DATA CAN BE FOUND IN THE OVERTURE MAPS FOUNDATION RELEASES: https://overturemaps.org/ In conjunction with OpenStreetMap, we are creating tools that we hope will enable the mapping community to enjoy a faster & more accurate mapping experience. To this end, we used artificial intelligence to predict features on high-resolution satellite imagery; these features are then populated in our RapiD map editing tool. When combined with global-scale humanitarian efforts, we hope RapiD can help realize our vision of a more connected world. Find out more: https://mapwith.ai/
  • 40+ Downloads
    Time Period of the Dataset [?]: January 01, 2008-May 20, 2025 ... More
    Modified [?]: 7 November 2019
    Dataset Added on HDX [?]: 28 April 2014
    This dataset updates: Live
    This dataset is part of the data series [?]: Our Airports - Airports
    List of airports in Lebanon, with latitude and longitude. Unverified community data from http://ourairports.com/countries/LB/