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Myanmar Roads (OpenStreetMap Export)

1000+ Downloads

Time Period of the Dataset [?]: May 12, 2025-May 12, 2025 ... More

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 Populated Places (OpenStreetMap Export)

Humanitarian OpenStreetMap Team (HOT)

200+ Downloads

Time Period of the Dataset [?]: May 12, 2025-May 12, 2025 ... More

This dataset updates: Every day

This dataset is part of the data series [?]: HOTOSM Populated Places

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: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 [?]: May 12, 2025-May 12, 2025 ... More

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)

70+ Downloads

Time Period of the Dataset [?]: May 12, 2025-May 12, 2025 ... More

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 [?]: May 12, 2025-May 12, 2025 ... More

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)

400+ Downloads

Time Period of the Dataset [?]: May 12, 2025-May 12, 2025 ... More

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 Education Facilities (OpenStreetMap Export)

Humanitarian OpenStreetMap Team (HOT)

200+ Downloads

Time Period of the Dataset [?]: May 12, 2025-May 12, 2025 ... More

This dataset updates: Every day

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: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 [?]: May 12, 2025-May 12, 2025 ... More

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 [?]: May 12, 2025-May 12, 2025 ... More

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 [?]: May 12, 2025-May 12, 2025 ... More

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.

Myanmar Buildings (OpenStreetMap Export)

Humanitarian OpenStreetMap Team (HOT)

200+ Downloads

Time Period of the Dataset [?]: May 11, 2025-May 11, 2025 ... More

This dataset updates: Every day

This dataset is part of the data series [?]: HOTOSM - Buildings

OpenStreetMap contains roughly 4.4 million buildings in this region. Based on AI-mapped estimates, this is approximately 39% of the total buildings.The average age of data for this region is 32 years ( Last edited 23 hours ago ) and 29% 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.

West Africa - Biomass Yearly Productions and Anomalies from 1999 to 2024:...

Action Against Hunger ACF - Regional Office for West and Central Africa ROWCA

1700+ Downloads

Time Period of the Dataset [?]: January 01, 1999-December 31, 2024 ... More

This dataset updates: Every year

Yearly biomass Production and anomalies retrieved from DMP and computed by BioGenerator The data used comes from the data generated by the COPERNICUS terrestrial service, the European Commission's Earth observation programme. The research that led to the current version of the product has received funding from various research and technical development programmes of the European Commission. The product is based on data from PROBA-V (©) and SPOT-VEGETATION (©) ESA. These data are freely accessible for humanitarian or research purposes. Any commercial exploitation of this data is prohibited. No compensation can be demanded in exchange for the dissemination of this data. Anomaly file values: [0; 200]: Anomaly expressed as a % of the average (1999-today) -9999: No data -9998: Biomass always zero -9997: Season not started yet -9996: Biomass too low -9995: Outside area of interest Biomass file values: [0 ; +inf[: Yearly biomass production (kg/ha) -9999: No data -9995: Outside area of interest For more information, please visit: www.sigsahel.info Productions annuelles de biomasse et anomalies en Afrique de l'Ouest de 1999 à 2024 : version raster Production annuelle de biomasse et anomalies extraites du DMP et calculées par BioGenerator Les données utilisées sont issues des données générées par le service terrestre COPERNICUS, le programme d'observation de la Terre de la Commission européenne. La recherche qui a conduit à la version actuelle du produit a reçu un financement de divers programmes de recherche et de développement technique de la Commission européenne. Le produit est basé sur les données de PROBA-V (©) et SPOT-VEGETATION (©) ESA. Ces données sont accessibles librement à des fins humanitaires ou de recherche. Toute exploitation commerciale de ces données est interdite. Aucune compensation ne peut être exigée en échange de la diffusion de ces données. Valeurs des fichiers d'anomalies : [0 ; 200] : Anomalie exprimée en % de la moyenne (1999-aujourd'hui) -9999 : Aucune donnée -9998 : Biomasse toujours nulle -9997 : Saison pas encore commencée -9996 : Biomasse trop faible -9995 : Hors zone d'intérêt Valeurs des fichiers de biomasse : [0 ; +inf[ : Production annuelle de biomasse (kg/ha) -9999 : Aucune donnée -9995 : En dehors de la zone d'intérêt Pour plus d'informations, veuillez visiter : www.sigsahel.info

GeoTIFF

UNOSAT FAO Gaza Strip Cropland Damage Analysis - September 2024

United Nations Satellite Centre (UNOSAT)

40+ Downloads

Time Period of the Dataset [?]: May 07, 2025-May 07, 2025 ... More

This dataset updates: Never

UNOSAT code: CE20231007PSE This map illustrates a satellite imagerybased 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 4 April 2025 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, 31 March - 1 April 2024, 3 May 2024, 6 July 2024, 3-6 September 2024, 1 December 2024, and 25 February 2025. According to satellite imagery analysis, UNOSAT identified 70,436 destroyed structures, 18,588 severely damaged structures, 51,962 moderately damaged structures, and 33,500 possibly damaged structures for a total of 174,468 structures. These correspond to around 70% of the total structures in the Gaza Strip and a total of 258,201 estimated damaged housing units. The governorates of Rafah and North Gaza have experienced the highest rise in damage compared to the 25 February 2025 analysis, with around 636 new structures damaged in Rafah and around 218 in North Gaza. Within Rafah, Rafah City municipality had the highest number of newly damaged structures, totalling 609. This is a preliminary analysis and has not yet been validated in the field.

Geodatabase

UNOSAT Gaza Strip Comprehensive Damage Assessment - 04 February 2025

United Nations Satellite Centre (UNOSAT)

Time Period of the Dataset [?]: May 07, 2025-May 07, 2025 ... More

This dataset updates: Never

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 04 April 2025 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, 31 March - 1 April 2024, 3 May 2024, 6 July 2024, 3-6 September 2024, 1 December 2024, and 25 February 2025. According to satellite imagery analysis, UNOSAT identified 70,436 destroyed structures, 18,588 severely damaged structures, 51,962 moderately damaged structures, and 33,500 possibly damaged structures for a total of 174,486 structures. These correspond to around 70% of the total structures in the Gaza Strip and a total of 258,201 estimated damaged housing units. The governorates of Rafah and North Gaza have experienced the highest rise in damage compared to the 25 February 2025 analysis, with around 636 new structures damaged in Rafah and around 218 in North Gaza. Within Rafah, Rafah City municipality had the highest number of newly damaged structures, totalling 609. This is a preliminary analysis and has not yet been validated in the field.

Geodatabase

Tropical cyclone: Hazard Data for Disaster Risk Assessment (selected countries)

ETH Zürich - Weather and Climate Risks

3900+ Downloads

Time Period of the Dataset [?]: January 02, 1980-December 25, 2020 ... More

This dataset updates: Every year

This dataset is part of the data series [?]: ETH Zürich - Weather and Climate Risks

Tropical cyclone wind footprints (m/s) at 150 arcsec (approx 4 kilometers at equator) resolution. Available as global files and per country; available for historically observed records, and synthetically created, probabilistic events, from various modelling sources, for present and future climate scenarios.

CSV

Wildfire: Humanitarian Response Plan (HRP) Countries Hazard Data for...

ETH Zürich - Weather and Climate Risks

3000+ Downloads

Time Period of the Dataset [?]: January 01, 2001-January 01, 2020 ... More

This dataset updates: Every year

This dataset is part of the data series [?]: ETH Zürich - Weather and Climate Risks

Global wildfire dataset at 4km resolution, based on MODIS satellite data 2000-2021 (cf https://firms.modaps.eosdis.nasa.gov).

CSV

UNHCR Population Reference Points (PRP)

UNHCR - The UN Refugee Agency

200+ Downloads

Time Period of the Dataset [?]: June 07, 2021-May 12, 2025 ... More

This dataset updates: Live

Point layer that represents populated places locations (e.g., capitals/ cities/ towns) and of administrative units (Level 1, 2 and 3 depending on availability).

Second-level administrative divisions (admin2)

UNHCR - The UN Refugee Agency

1200+ Downloads

Time Period of the Dataset [?]: June 23, 2022-May 12, 2025 ... More

This dataset updates: Live

This layer shows the different administrative boundaries (levels: 2) used in the UNHCR GIS system. It is mostly from governments and official sources but also other UN bodies or NGOs. The OCHA CODs and Pcodes are examined and considered. The boundaries and names do not imply official endorsement or acceptance by the United Nations.

Crop production: Humanitarian Response Plan (HRP) Countries Exposure Data...

ETH Zürich - Weather and Climate Risks

2800+ Downloads

Time Period of the Dataset [?]: January 01, 2018-December 31, 2018 ... More

This dataset updates: Every year

This dataset is part of the data series [?]: ETH Zürich - Weather and Climate Risks

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)

CSV

Cameroon Displacement - [IDPs, Returnees, Refugees] - Baseline Assessment [IOM DTM]

International Organization for Migration (IOM)

3900+ Downloads

Time Period of the Dataset [?]: November 10, 2015-June 30, 2024 ... More

This dataset updates: Every year

This dataset is part of the data series [?]: IOM - DTM Baseline Assessment

The dataset contains IDPs, Returnees and Refugees at sub national level with information on IDPs in camps and host communities. IOM set up and rolled out the first round of the DTM in November 2015 with the objective of providing regular, accurate and updated information on displaced populations within the Far North region of Cameroon to better support the response of the Government of Cameroon and the humanitarian community.

XLSX

Ukraine Railways (OpenStreetMap Export)

Humanitarian OpenStreetMap Team (HOT)

1200+ Downloads

Time Period of the Dataset [?]: May 02, 2025-May 02, 2025 ... More

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:uk This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.

Ukraine Populated Places (OpenStreetMap Export)

Humanitarian OpenStreetMap Team (HOT)

900+ Downloads

Time Period of the Dataset [?]: May 02, 2025-May 02, 2025 ... More

This dataset updates: Every month

This dataset is part of the data series [?]: HOTOSM Populated Places

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:uk This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.

Ukraine Financial Services (OpenStreetMap Export)

Humanitarian OpenStreetMap Team (HOT)

100+ Downloads

Time Period of the Dataset [?]: May 02, 2025-May 02, 2025 ... More

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:uk This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.

Ukraine Waterways (OpenStreetMap Export)

Humanitarian OpenStreetMap Team (HOT)

1300+ Downloads

Time Period of the Dataset [?]: May 02, 2025-May 02, 2025 ... More

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:uk This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.

Ukraine Health Facilities (OpenStreetMap Export)

Humanitarian OpenStreetMap Team (HOT)

100+ Downloads

Time Period of the Dataset [?]: May 02, 2025-May 02, 2025 ... More

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:uk This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.