Lebanon

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  • HDX HAPI Data for Lebanon
    HDX Humanitarian API Data
    500+ Downloads
    Time Period of the Dataset [?]: January 01, 1999-December 31, 2028 ... More
    Modified [?]: 19 May 2025
    Dataset Added on HDX [?]: 23 October 2024
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    This dataset updates: Every day
    This dataset contains data obtained from the HDX Humanitarian API (HDX HAPI), which provides standardized humanitarian indicators designed for seamless interoperability from multiple sources. The data facilitates automated workflows and visualizations to support humanitarian decision making. For more information, please see the HDX HAPI landing page and documentation.
  • HDX HAPI - Metadata: Data Availability
    HDX Humanitarian API Data
    400+ Downloads
    Time Period of the Dataset [?]: May 18, 2025-May 18, 2025 ... More
    Modified [?]: 19 May 2025
    Dataset Added on HDX [?]: 24 October 2024
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    This dataset updates: Every day
    This dataset contains data obtained from the HDX Humanitarian API (HDX HAPI), which provides standardized humanitarian indicators designed for seamless interoperability from multiple sources. The data facilitates automated workflows and visualizations to support humanitarian decision making. For more information, please see the HDX HAPI landing page and documentation.
  • HDX HAPI - Coordination & Context: Operational Presence
    HDX Humanitarian API Data
    100+ Downloads
    Time Period of the Dataset [?]: January 01, 2006-April 18, 2032 ... More
    Modified [?]: 18 May 2025
    Dataset Added on HDX [?]: 24 October 2024
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    This dataset updates: Every month
    This dataset contains data obtained from the HDX Humanitarian API (HDX HAPI), which provides standardized humanitarian indicators designed for seamless interoperability from multiple sources. The data facilitates automated workflows and visualizations to support humanitarian decision making. For more information, please see the HDX HAPI landing page and documentation. Warnings typically indicate corrections have been made to the data or show things to look out for. Rows with only warnings are considered complete, and are made available via the API. Errors usually mean that the data is incomplete or unusable. Rows with any errors are not present in the API but are included here for transparency.
  • Lebanon IOM Displacement Tracking Matrix (DTM) from API
    International Organization for Migration (IOM)
    30+ Downloads
    Time Period of the Dataset [?]: October 15, 2023-April 30, 2025 ... More
    Modified [?]: 18 May 2025
    Dataset Added on HDX [?]: 9 January 2025
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    This dataset updates: Every week
    This dataset comes from the International Organization for Migration (IOM)'s displacement tracking matrix (DTM) publicly accessible API. This API allows the humanitarian community, academia, media, government, and non-governmental organizations to utilize the data collected by DTM. The DTM API only provides non-sensitive IDP figures, aggregated at the country, Admin 1 (states, provinces, or equivalent), and Admin 2 (smaller subnational administrative areas) levels. For more detailed information, please see the country-specific DTM datasets on HDX.
  • Global IOM Displacement Tracking Matrix (DTM) from API
    International Organization for Migration (IOM)
    300+ Downloads
    Time Period of the Dataset [?]: June 30, 2010-April 30, 2025 ... More
    Modified [?]: 18 May 2025
    Dataset Added on HDX [?]: 13 September 2024
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    This dataset updates: Every week
    This dataset comes from the International Organization for Migration (IOM)'s displacement tracking matrix (DTM) publicly accessible API. This API allows the humanitarian community, academia, media, government, and non-governmental organizations to utilize the data collected by DTM. The DTM API only provides non-sensitive IDP figures, aggregated at the country, Admin 1 (states, provinces, or equivalent), and Admin 2 (smaller subnational administrative areas) levels. For more detailed information, please see the country-specific DTM datasets on HDX.
  • Lebanon: NDVI at Subnational Level
    WFP - World Food Programme
    200+ Downloads
    Time Period of the Dataset [?]: July 01, 2002-April 30, 2025 ... More
    Modified [?]: 13 May 2025
    Dataset Added on HDX [?]: 13 July 2023
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    This dataset updates: Every two weeks
    This dataset is part of the data series [?]: WFP - NDVI at Subnational Level
    This dataset contains dekadal NDVI indicators computed from NASA's Moderate Resolution Imaging Spectroradiometer (MODIS) collection 6.1 from the Aqua and Terra satellite aggregated by sub-national administrative units. Included indicators are (for each dekad): 10 day NDVI (vim) NDVI long term average (vim_lta) 10 day NDVI anomaly [%] (viq) The administrative units used for aggregation are based on WFP data and contain a Pcode reference attributed to each unit. The number of input pixels used to create the aggregates, is provided in the n_pixelscolumn.
  • Lebanon: Rainfall Indicators at Subnational Level
    WFP - World Food Programme
    200+ Downloads
    Time Period of the Dataset [?]: January 01, 1981-May 10, 2025 ... More
    Modified [?]: 13 May 2025
    Dataset Added on HDX [?]: 13 July 2023
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    This dataset updates: Every two weeks
    This dataset is part of the data series [?]: WFP - Rainfall Indicators at Subnational Level
    This dataset contains dekadal rainfall indicators computed from Climate Hazards Group InfraRed Precipitation satellite imagery with insitu Station data (CHIRPS) version 2, aggregated by subnational administrative units. Included indicators are (for each dekad): 10 day rainfall [mm] (rfh) rainfall 1-month rolling aggregation [mm] (r1h) rainfall 3-month rolling aggregation [mm] (r3h) rainfall long term average [mm] (rfh_avg) rainfall 1-month rolling aggregation long term average [mm] (r1h_avg) rainfall 3-month rolling aggregation long term average [mm] (r3h_avg) rainfall anomaly [%] (rfq) rainfall 1-month anomaly [%] (r1q) rainfall 3-month anomaly [%] (r3q) The administrative units used for aggregation are based on WFP data and contain a Pcode reference attributed to each unit. The number of input pixels used to create the aggregates, is provided in the n_pixelscolumn.
  • Lebanon: Operational Presence
    OCHA Lebanon
    100+ Downloads
    Time Period of the Dataset [?]: March 01, 2023-January 31, 2025 ... More
    Modified [?]: 9 April 2025
    Dataset Added on HDX [?]: 23 July 2024
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    This dataset updates: Every three months
    The Who does What Where (3W) is a core humanitarian coordination dataset. It is critical to know where humanitarian organizations are working and what they are doing in order to identify gaps and plan for future humanitarian response. This dataset includes a list of humanitarian organizations operating in Lebanon at administrative level 2.
  • Lebanon - Subnational Edge-matched Administrative Boundaries
    OCHA Field Information Services Section (FISS)
    COD+ 100+ Downloads
    Time Period of the Dataset [?]: June 20, 2017-May 19, 2025 ... More
    Modified [?]: 18 November 2024
    Dataset Added on HDX [?]: 18 November 2024
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    This dataset updates: Every year
    This dataset is part of the data series [?]: OCHA - Subnational Edge-matched Administrative Boundaries
    Lebanon administrative level 0-3 edge-matched gazetteer and boundary files. SEE CAVEATS Live edge-matched boundary geoservices for all edge-matched locations are available in this "COD_External_Edgematch" catalogue. COD-EM datasets do not replace the authoritative COD-AB available here; however COD-EM datasets may be preferred for cartographic purposes. See caveats. These layers are suitable for database or GIS linkage to the Lebanon - Subnational Population Statistics tables using the ADM0, ADM1, ADM2, and ADM3_PCODE fields. Vetting and live service provision by Information Technology Outreach Services (ITOS) with funding from USAID.
  • Lebanon: Administrative level 4 (Beirut Neighborhoods) Boundary
    OCHA Field Information Services Section (FISS)
    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
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    This dataset updates: Every year
    Lebanon administrative level 4 (Beirut neighborhoods) boundary shapefile and geodatabase
  • Lebanon - Subnational Administrative Boundaries
    OCHA Field Information Services Section (FISS)
    COD+ 7300+ Downloads
    Time Period of the Dataset [?]: May 02, 2014-May 19, 2025 ... More
    Modified [?]: 13 November 2024
    Dataset Added on HDX [?]: 20 June 2017
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    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.