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  • Myanmar Roads (OpenStreetMap Export)
    Humanitarian OpenStreetMap Team (HOT)
    1000+ Downloads
    Time Period of the Dataset [?]: April 21, 2025-April 21, 2025 ... More
    Modified [?]: 21 April 2025
    Dataset Added on HDX [?]: 21 July 2017
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    This dataset updates: Every day
    This dataset is part of the data series [?]: HOTOSM - Roads
    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:my This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.
  • Myanmar Railways (OpenStreetMap Export)
    Humanitarian OpenStreetMap Team (HOT)
    100+ Downloads
    Time Period of the Dataset [?]: April 21, 2025-April 21, 2025 ... More
    Modified [?]: 21 April 2025
    Dataset Added on HDX [?]: 5 December 2019
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    This dataset updates: Every day
    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:my This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.
  • Myanmar Financial Services (OpenStreetMap Export)
    Humanitarian OpenStreetMap Team (HOT)
    60+ Downloads
    Time Period of the Dataset [?]: April 21, 2025-April 21, 2025 ... More
    Modified [?]: 21 April 2025
    Dataset Added on HDX [?]: 5 December 2019
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    This dataset updates: Every day
    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:my This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.
  • Myanmar Waterways (OpenStreetMap Export)
    Humanitarian OpenStreetMap Team (HOT)
    200+ Downloads
    Time Period of the Dataset [?]: April 21, 2025-April 21, 2025 ... More
    Modified [?]: 21 April 2025
    Dataset Added on HDX [?]: 21 July 2017
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    This dataset updates: Every day
    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:my This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.
  • Myanmar Health Facilities (OpenStreetMap Export)
    Humanitarian OpenStreetMap Team (HOT)
    300+ Downloads
    Time Period of the Dataset [?]: April 21, 2025-April 21, 2025 ... More
    Modified [?]: 21 April 2025
    Dataset Added on HDX [?]: 5 December 2019
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    This dataset updates: Every day
    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:my This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.
  • Myanmar Sea Ports (OpenStreetMap Export)
    Humanitarian OpenStreetMap Team (HOT)
    100+ Downloads
    Time Period of the Dataset [?]: April 21, 2025-April 21, 2025 ... More
    Modified [?]: 21 April 2025
    Dataset Added on HDX [?]: 5 December 2019
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    This dataset updates: Every day
    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:my This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.
  • Myanmar Airports (OpenStreetMap Export)
    Humanitarian OpenStreetMap Team (HOT)
    100+ Downloads
    Time Period of the Dataset [?]: April 21, 2025-April 21, 2025 ... More
    Modified [?]: 21 April 2025
    Dataset Added on HDX [?]: 5 December 2019
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    This dataset updates: Every day
    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:my This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.
  • Myanmar Points of Interest (OpenStreetMap Export)
    Humanitarian OpenStreetMap Team (HOT)
    100+ Downloads
    Time Period of the Dataset [?]: April 21, 2025-April 21, 2025 ... More
    Modified [?]: 21 April 2025
    Dataset Added on HDX [?]: 21 July 2017
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    This dataset updates: Every day
    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:my This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.
  • Satellite-detected damage to cultural heritage in Tada-U as of 03 April 2025
    United Nations Satellite Centre (UNOSAT)
    Time Period of the Dataset [?]: April 17, 2025-April 17, 2025 ... More
    Modified [?]: 17 April 2025
    Dataset Added on HDX [?]: 18 April 2025
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    This dataset updates: Never
    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).
  • Ethiopia household Income -per cluster
    IGAD Climate Prediction and Applications Center (ICPAC)
    Time Period of the Dataset [?]: April 17, 2025-April 17, 2025 ... More
    Modified [?]: 17 April 2025
    Dataset Added on HDX [?]: 17 April 2025
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    This dataset updates: As needed
    The household income index of the different cluster numbers in Ethiopia from the Demographic Health Survey , 2016 -    from Low income per household to High household income per cluster - at a resolution of about 5000 metres  No information provided
  • Ethiopia mobile Ownership - Per cluster
    IGAD Climate Prediction and Applications Center (ICPAC)
    Time Period of the Dataset [?]: April 17, 2025-April 17, 2025 ... More
    Modified [?]: 17 April 2025
    Dataset Added on HDX [?]: 17 April 2025
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    This dataset updates: As needed
    From the Demographic Health Survey ( DHS) this is the dataset for mobile ownership per cluster in the mode using the different Households - at the resolution of 5000 metres referenced ( 2016) No information provided
  • Ethiopia Credit Services - per Cluster
    IGAD Climate Prediction and Applications Center (ICPAC)
    Time Period of the Dataset [?]: April 17, 2025-April 17, 2025 ... More
    Modified [?]: 17 April 2025
    Dataset Added on HDX [?]: 17 April 2025
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    This dataset updates: As needed
    The computed dataset represents the credit services , in the different clusters and households which was computed  as a result of the mode per cluster at a resolution of about 5000 metres , from the DHS , 2016  No information provided
  • Ethiopia Electricity Access - per Cluster
    IGAD Climate Prediction and Applications Center (ICPAC)
    Time Period of the Dataset [?]: April 17, 2025-April 17, 2025 ... More
    Modified [?]: 17 April 2025
    Dataset Added on HDX [?]: 17 April 2025
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    This dataset updates: As needed
    This is the mode of the households who have electricity accesibility to their homes - There are 645 Clusters in the Standard Demographic and Health Survey (DHS) 2016 , the resolution is about 5,000 metres  No information provided
  • Ethiopia Irrigated Lands
    IGAD Climate Prediction and Applications Center (ICPAC)
    Time Period of the Dataset [?]: April 17, 2025-April 17, 2025 ... More
    Modified [?]: 17 April 2025
    Dataset Added on HDX [?]: 17 April 2025
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    This dataset updates: As needed
    This dataset contains the Ethiopian dataset on the Irrigated Lands , from the Waterdata , Global Irrigated Area for Mapping for the nominaL year of 2000 using satellite images at the resolution of about 5000 metres    No information provided
  • Satellite-detected damage the UNESCO Tentative List component Chiang Mai as...
    United Nations Satellite Centre (UNOSAT)
    Time Period of the Dataset [?]: April 17, 2025-April 17, 2025 ... More
    Modified [?]: 17 April 2025
    Dataset Added on HDX [?]: 18 April 2025
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    This dataset updates: Never
    UNOSAT code: EQ20250328THA, GDACS ID: 1474477 This map shows no visible damage based on a very high resolution satellite image collected 29 March 2025 when compared to very high resolution satellite imagery from 1 February 2025. The USGS shake map indicates the intensity of the earthquake measured 5.0 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).
  • Ethiopia Literacy Levels - per cluster
    IGAD Climate Prediction and Applications Center (ICPAC)
    Time Period of the Dataset [?]: April 17, 2025-April 17, 2025 ... More
    Modified [?]: 17 April 2025
    Dataset Added on HDX [?]: 17 April 2025
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    This dataset updates: As needed
    The dataset is the level of literacy rates and education in Ethiopia , from DHS which the CSA was the provider under the 2016 Standard Demographic Health Survey (DHS) with a resolution of 0.05 pixels   No information provided
  • Satellite-detected damage in the cultural property Mahamuni Pagoda as of 30...
    United Nations Satellite Centre (UNOSAT)
    Time Period of the Dataset [?]: April 17, 2025-April 17, 2025 ... More
    Modified [?]: 17 April 2025
    Dataset Added on HDX [?]: 18 April 2025
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    This dataset updates: Never
    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).
  • Ethiopia Above Ground Biomass
    IGAD Climate Prediction and Applications Center (ICPAC)
    Time Period of the Dataset [?]: April 17, 2025-April 17, 2025 ... More
    Modified [?]: 17 April 2025
    Dataset Added on HDX [?]: 17 April 2025
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    This dataset updates: As needed
    This dataset contains the Ethiopia Above Ground Biomass (AGDB)  Height metrics from simulated waveforms associated with field estimates of AGBD from multiple regions and plant functional types (PFTs) were compiled to generate a calibration dataset for models representing the combinations of world regions and PFTs (i.e., deciduous broadleaf trees, evergreen broadleaf trees, evergreen needleleaf trees, deciduous needleleaf trees, and the combination of grasslands, shrubs, and woodlands). For each of the eight beams, additional data are reported with the AGBD estimates, including the associated uncertainty metrics, quality flags, model inputs, and other information about the GEDI L2A waveform for this selected algorithm setting group with a resolution of 0.05 pixels ,  No information provided
  • Satellite-detected damage in the cultural property Pinya as of 30 March 2025
    United Nations Satellite Centre (UNOSAT)
    Time Period of the Dataset [?]: April 17, 2025-April 17, 2025 ... More
    Modified [?]: 17 April 2025
    Dataset Added on HDX [?]: 18 April 2025
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    This dataset updates: Never
    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 intentsity of the earthquake measured 8.5 in this area. Across the site, 6 damaged buildings within the cultural site were observed and an additional 5 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).
  • Satellite-detected damage to cultural heritage in Min Kun as of 03 April 2025
    United Nations Satellite Centre (UNOSAT)
    Time Period of the Dataset [?]: April 17, 2025-April 17, 2025 ... More
    Modified [?]: 17 April 2025
    Dataset Added on HDX [?]: 18 April 2025
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    This dataset updates: Never
    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 8.0 - 8.5 in this area. Across the site 11 damaged cultural heritage locations were observed and an additional 3 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).
  • MapSwipe Results: Myanmar Built Up Areas
    Humanitarian OpenStreetMap Team (HOT)
    Time Period of the Dataset [?]: April 16, 2025-April 16, 2025 ... More
    Modified [?]: 16 April 2025
    Dataset Added on HDX [?]: 16 April 2025
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    This dataset updates: As needed
    MapSwipe results focusing on areas with at least one building. This data is collected through the MapSwipe platform, whereby humans visually check for the presence of buildings using satellite imagery (Esri World Imagery for Myanmar). It combines results from several MapSwipe projects listed below. In the download files below the 'results_yes_maybe' are the results and the original input areas are 'aois'. Source MapSwipe Projects Myanmar: Find - Buildings - Earthquake Response (2) Myanmar: Find - Buildings - Earthquake Response (3) Myanmar: Find - Buildings - Earthquake Response (4) Myanmar: Find - Buildings - Earthquake Response (5) Myanmar: Find - Buildings - Earthquake Response (6) Myanmar: Find - Buildings - Earthquake Response (7) Myanmar: Find - Buildings - Earthquake Response (8)
  • Myanmar Buildings (OpenStreetMap Export)
    Humanitarian OpenStreetMap Team (HOT)
    200+ Downloads
    Time Period of the Dataset [?]: April 15, 2025-April 15, 2025 ... More
    Modified [?]: 15 April 2025
    Dataset Added on HDX [?]: 21 July 2017
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    This dataset updates: Every day
    This dataset is part of the data series [?]: HOTOSM - Buildings
    OpenStreetMap contains roughly 4.0 million buildings in this region. Based on AI-mapped estimates, this is approximately 36% of the total buildings.The average age of data for this region is 32 years ( Last edited 15 hours ago ) and 23% 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:my This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.
  • Ethiopia Agro - biodiversity dataset
    IGAD Climate Prediction and Applications Center (ICPAC)
    Time Period of the Dataset [?]: April 14, 2025-April 14, 2025 ... More
    Modified [?]: 14 April 2025
    Dataset Added on HDX [?]: 17 April 2025
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    This dataset updates: As needed
    Gridded datasets used in Jones et al. (2021) paper 'Agrobiodiversity Index scores show agrobiodiversity is underutilized in national food systems'. Details of how datasets were made and underlying sources are provided in Jones et al. (2021) Supplementary Information - with a resolution of 0.05* 0.05 pixels approximately 5000 metres and referenced 2022 No information provided
  • Ethiopia Household Members -Per Clusters
    IGAD Climate Prediction and Applications Center (ICPAC)
    Time Period of the Dataset [?]: April 14, 2025-April 14, 2025 ... More
    Modified [?]: 14 April 2025
    Dataset Added on HDX [?]: 17 April 2025
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    This dataset updates: As needed
    Ethiopia household members per cluster entails the average household members per cluster (645 Clusters According to the 2016 DHS data - with a Spatial  Resolution of 0.05 pixels about 5000 metres  No information provided
  • Ethiopia Sex of Household Head - in Clusters
    IGAD Climate Prediction and Applications Center (ICPAC)
    Time Period of the Dataset [?]: April 14, 2025-April 14, 2025 ... More
    Modified [?]: 14 April 2025
    Dataset Added on HDX [?]: 17 April 2025
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    This dataset updates: As needed
    Sex of the Household Head in Ethiopia - Computed from the different clusters in Ethiopia - from the Demographic Health Survey (DHS) standard datasets of 2016 - This is the average Household head per cluster which has the (Male and Female )  with a resolution of 0.05pixels approximately 5000 metres  referenced (2016)   No information provided