This dataset is an extraction of roads and streets networks from OpenStreetMap database for use in GIS applications. The data is updated every month and include all latest updates. Resources: Syrian Arab Republic Roads Network (main roads) Syrian Arab Republic streets and pathways

This dataset is an extraction of roads and streets networks from OpenStreetMap database for use in GIS applications. The data is updated every month and include all latest updates. Resources: State of Palestine Roads Network (main roads) State of Palestine streets and pathways

This dataset is an extraction of roads and streets networks from OpenStreetMap database for use in GIS applications. The data is updated every month and include all latest updates. Resources: Nepal Roads Network (main roads) Nepal streets and pathways

This dataset is an extraction of roads and streets networks from OpenStreetMap database for use in GIS applications. The data is updated every month and include all latest updates. Resources: Jordan Roads Network (main roads) Jordan streets and pathways

This dataset is an extraction of roads and streets networks from OpenStreetMap database for use in GIS applications. The data is updated every month and include all latest updates. Resources: Israel Roads Network (main roads) Israel streets and pathways

This dataset is an extraction of roads and streets networks from OpenStreetMap database for use in GIS applications. The data is updated every month and include all latest updates. Resources: Egypt Roads Network (main roads) Egypt streets and pathways

This dataset is an extraction of roads and streets networks from OpenStreetMap database for use in GIS applications. The data is updated every month and include all latest updates. Resources: Afghanistan Roads Network (main roads) Afghanistan streets and pathways

This dataset is an extraction of roads and streets networks from OpenStreetMap database for use in GIS applications. The data is updated every month and include all latest updates. Resources: South Sudan Roads Network (main roads) South Sudan streets and pathways

This dataset is an extraction of roads and streets networks from OpenStreetMap database for use in GIS applications. The data is updated every month and include all latest updates. Resources: Libya Roads Network (main roads) Libya streets and pathways

This dataset is an extraction of roads and streets networks from OpenStreetMap database for use in GIS applications. The data is updated every month and include all latest updates. Resources: Somalia Roads Network (main roads) Somalia streets and pathways

This dataset is an extraction of roads and streets networks from OpenStreetMap database for use in GIS applications. The data is updated every month and include all latest updates. Resources: Democratic Republic of the Congo Roads Network (main roads) Democratic Republic of the Congo streets and pathways

Thinking Machines Data Science is releasing TM Open Buildings, a dataset of manually-drawn building outlines covering 12 Philippine cities with detailed annotations on building and roof attributes as seen over satellite imagery. We contribute the buildings in OpenStreetMap and also made available for download in Kaggle. This is made possible with the support from the Lacuna Fund.

This data package contains field data collected during anticipatory mapping in Timor Leste. The data collection focused on completing critical infrastructure mapping in the focus areas, collecting information of historic flood events, flood impacts, and early warnings. This data package is available upon request only due to containing household-level information. However, all structural building data has been directly imported into OpenStreetMap and is openly accessible. The project involved several key stages: • Initial updates and completion of building footprints in OpenStreetMap in focus areas via remote mapping using satellite imagery before commencing field mapping. • Comprehensive mapping of all critical infrastructure buildings in designated areas, gathering bbuilding attributes like building use, names, etc. • Collection of specific building features indicating susceptibility to floods or other hazards, such as minimum foundation height and building materials. • Additionally, qualitative information on buildings' flood history was collected where individuals were present (e.g., 'Has this building been flooded in the past?' • In the Manatuto area, a subset of residential buildings was mapped alongside all critical infrastructure buildings. Field mapping activities covered the following areas and dates: • Manatuto: September 11th to 15th, 2023 (1479 critical infrastructure & residential buildings mapped) • Raimea: September 18th, 2023 (27 critical infrastructure buildings mapped) • Uma Berloic: September 19th, 2023 (36 critical infrastructure buildings mapped) • Pante Macassar: September 21st to 22nd, 2023 (218 critical infrastructure buildings mapped) The data package includes the following files: 1_Timor-Leste_AA_mapping_all areas.xlsx: Contains all collected, georeferenced data in raw and cleaned formats, along with a codebook. 2_TL_AM_Data_joined_OSM_Buildingfootprint.zip & 3_TL_AM_Data_joined_OSM_Building_footprint.json: Contain collected data joined to the OSM building footprint, updated via satellite mapping before field activities. 4_TimorLeste_KoboForm_Questions.pdf: Displays the questions and answer options used in the KoboCollect questionnaire for field data collection on historic flood events, impacts, and early warnings. 5_Final_Datamodel_Koboform_TimorLeste_AAmapping.xls: This table contains the data structure of the KoboCollect questionnaire. Importing this file into the KoboCollect toolbox allows to replicate the data collection. 6_OSM_Data_Model.pdf: This table offers an overview of the OpenStreetMap (OSM) data model and tags used for anticipatory mapping in Timor Leste, detailing how geographic objects are tagged with keys (e.g., "building") and values (e.g., “residential”) to describe their attributes.

These datasets contain OpenStreetMap data related to the Refugee Response in northern Uganda. Data model coordinated with UNHCR. The source is surveys and mapping in northern Uganda performed by HOTOSM and partners. OpenStreetMap exports for use in GIS applications. This theme includes all OpenStreetMap features in this area matching: office IS NOT NULL Features may have these attributes: office addr:place addr:subcounty name addr:block operator addr:district addr:parish addr:settlement This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.

These datasets contain OpenStreetMap data related to the Refugee Response in northern Uganda. Data model coordinated with UNHCR. The source is surveys and mapping in northern Uganda performed by HOTOSM and partners. OpenStreetMap exports for use in GIS applications. This theme includes all OpenStreetMap features in this area matching: amenity IN ('doctors','clinic','hospital','pharmacy') Features may have these attributes: addr:subcounty addr:village amenity addr:point addr:settlement staff_count:doctors toilets health_person:type staff_count:nurses name addr:block addr:county addr:district addr:parish generator:source addr:place start_date water_supply beds opening_hours operational_status toilets:access operator emergency operator:type health_facility:type dispensing phone This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.

These datasets contain OpenStreetMap data related to the Refugee Response in northern Uganda. Data model coordinated with UNHCR. The source is surveys and mapping in northern Uganda performed by HOTOSM and partners. OpenStreetMap exports for use in GIS applications. This theme includes all OpenStreetMap features in this area matching: amenity IN ('bank','banking_agent','atm','credit_institution','microfinance_bank','microfinance','sacco','bureau_de_change','money_transfer') Features may have these attributes: addr:place start_date addr:subcounty addr:village name amenity opening_hours addr:block operator addr:district addr:parish addr:settlement This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.

These datasets contain OpenStreetMap data related to the Refugee Response in northern Uganda. Data model coordinated with UNHCR. The source is surveys and mapping in northern Uganda performed by HOTOSM and partners. OpenStreetMap exports for use in GIS applications. This theme includes all OpenStreetMap features in this area matching: amenity IN ('school','kindergarten','university','college','childcare') Features may have these attributes: addr:subcounty addr:village amenity addr:point temporary capacity fee addr:settlement isced:level toilets social_facility:for name addr:block addr:county addr:district addr:parish generator:source start_date water_supply staff_count:teachers addr:zone opening_hours drinking_water operator social_facility operator:type phone This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.

These datasets contain OpenStreetMap data related to the Refugee Response in northern Uganda. Data model coordinated with UNHCR. The source is surveys and mapping in northern Uganda performed by HOTOSM and partners. OpenStreetMap exports for use in GIS applications. This theme includes all OpenStreetMap features in this area matching: place = 'village' Features may have these attributes: addr:subcounty name alt_name addr:point addr:zone addr:block addr:county addr:district place addr:parish generator:source addr:settlement This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.

These datasets contain OpenStreetMap data related to the Refugee Response in northern Uganda. Data model coordinated with UNHCR. The source is surveys and mapping in northern Uganda performed by HOTOSM and partners. OpenStreetMap exports for use in GIS applications. This theme includes all OpenStreetMap features in this area matching: amenity IN ('toilets','waste','recycling') Features may have these attributes: addr:subcounty amenity fee lit addr:settlement name addr:block addr:district addr:parish toilets:handwashing addr:place start_date toilets:wheelchair waste toilets:disposal toilets:access operational_status female operator operator:type male This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.

These datasets contain OpenStreetMap data related to the Refugee Response in northern Uganda. Data model coordinated with UNHCR. The source is surveys and mapping in northern Uganda performed by HOTOSM and partners. OpenStreetMap exports for use in GIS applications. This theme includes all OpenStreetMap features in this area matching: shop IN ('alcohol','art','bakery','beauty','beverages','bicycle','books','butcher','car','car_parts','car_repair','charcoal','chemist','clothes','convenience','copyshop','cosmetics','electronics','food','furniture','greengrocer','hairdresser','houseware','jewelry','kiosk','mobile_phone','pastry','shoes','stationary','supermarket','tailor','yes') Features may have these attributes: addr:place start_date addr:subcounty addr:village name opening_hours addr:block addr:district addr:parish addr:settlement shop This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.

These datasets contain OpenStreetMap data related to the Refugee Response in northern Uganda. Data model coordinated with UNHCR. The source is surveys and mapping in northern Uganda performed by HOTOSM and partners. OpenStreetMap exports for use in GIS applications. This theme includes all OpenStreetMap features in this area matching: amenity IN ('social_facility','community_centre','police','outreach') Features may have these attributes: addr:place social_facility:for addr:subcounty name amenity addr:block social_facility operator addr:district addr:parish addr:settlement This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.

These datasets contain OpenStreetMap data related to the Refugee Response in northern Uganda. Data model coordinated with UNHCR. The source is surveys and mapping in northern Uganda performed by HOTOSM and partners. OpenStreetMap exports for use in GIS applications. This theme includes all OpenStreetMap features in this area matching: amenity = 'place_of_worship' Features may have these attributes: building religion amenity' addr:subcounty addr:village service_times addr:block denomination addr:district addr:parish addr:settlement This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.

These datasets contain OpenStreetMap data related to the Refugee Response in northern Uganda. Data model coordinated with UNHCR. The source is surveys and mapping in northern Uganda performed by HOTOSM and partners. OpenStreetMap exports for use in GIS applications. This theme includes all OpenStreetMap features in this area matching: refugee = 'yes' AND boundary = 'refugee_camp' OR boundary = 'administrative' OR landuse = 'residential' Features may have these attributes: name:en landuse start_date boundary name access official_name operator loc_name place operator:type type admin_level capacity refugee population This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.

These datasets contain OpenStreetMap data related to the Refugee Response in northern Uganda. Data model coordinated with UNHCR. The source is surveys and mapping in northern Uganda performed by HOTOSM and partners. OpenStreetMap exports for use in GIS applications. This theme includes all OpenStreetMap features in this area matching: amenity = 'marketplace' Features may have these attributes: addr:place start_date addr:subcounty name amenity opening_hours addr:block addr:district addr:parish addr:settlement This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.

These datasets contain OpenStreetMap data related to the Refugee Response in northern Uganda. Data model coordinated with UNHCR. The source is surveys and mapping in northern Uganda performed by HOTOSM and partners. OpenStreetMap exports for use in GIS applications. This theme includes all OpenStreetMap features in this area matching: amenity = 'fuel' Features may have these attributes: addr:place fuel addr:subcounty name amenity opening_hours addr:block operator addr:district addr:parish addr:settlement This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.