Russian Federation GIS data
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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.
This dataset provides detailed information on road surfaces from OpenStreetMap (OSM), distinguishing between paved and unpaved roads across the region. Surface information is derived using a hybrid deep learning approach. For methodological details, see: http://arxiv.org/abs/2410.19874 Recently, we also published a new country-level dataset based on PlanetScope satellite imagery with near-complete coverage of all arterial roads. It is available on HDX under the name: "Russian Federation: **Planet** Road Surface". The corresponding paper is available at: https://arxiv.org/abs/2512.04092 Road Surface Statistics Approximately 29.7563 million km of roads are mapped in OSM in this region. Based on AI-derived estimates: - Paved roads: 10.0288 million km (33.7032%) - Unpaved roads: 4.8133 million km (16.1756%) About 15.3793 million km (51.6843%) of roads lack surface information in OSM. To reduce this gap, the Mapillary-derived surface dataset provides an additional 1.3318 million km (8.66%) of surface information. Intended Use This dataset supports transportation planning, infrastructure assessment, climate emissions analysis, and GIS applications. AI Features - pred_class: Model-predicted surface class ("paved" or "unpaved") - pred_label: Binary label (0 = paved, 1 = unpaved) - osm_surface_class: Surface classification derived from OSM tags - combined_surface_osm_priority: Combined classification prioritizing OSM - combined_surface_DL_priority: Combined classification prioritizing DL prediction - n_of_predictions_used: Number of predictions used for estimation - predicted_length: DL-estimated length (meters) - DL_mean_timestamp: Mean timestamp of predictions OSM Attributes - name - name:en - name:* (local language) - highway - surface - smoothness - width - lanes - oneway - bridge - layer - source Urban Classification Attributes - continent - country_iso_a2 - urban (0 = rural, 1 = urban) - urban_area - osm_id - osm_type Data Sources The dataset originates from OpenStreetMap (OSM) and is augmented with deep learning predictions based on Mapillary street-level imagery, combined with the GHSU Global Human Settlement Urban Layer 2019 and AFRICAPOLIS 2020 urban layer. More HeiGIT datasets: https://data.humdata.org/organization/heidelberg-institute-for-geoinformation-technology More information: https://heigit.org/ Contact: communications@heigit.org
**ADAM ID: **sm\_us7000qr6h Magnitude 5.4 earthquake at 10.0 depth occurred on Aug 26 2025 36km NW of Derbent. The epicentre of the earthquake was located at latitude 42.365 longitude 48.198. It impacted 320097 people within 50km. WFP’s Automated Disaster Analysis and Mapping (ADAM) system is an operational system for collecting, analysing and mapping geospatial and socio-economic information following sudden onset humanitarian emergencies.
**ADAM ID: **sm\_us6000r39a Magnitude 5.5 earthquake at 63.882 depth occurred on Aug 23 2025 81 km ENE of Severo-Kuril’sk, Russia. The epicentre of the earthquake was located at latitude 50.8695 longitude 157.2411. It impacted 92 people within 50km. WFP’s Automated Disaster Analysis and Mapping (ADAM) system is an operational system for collecting, analysing and mapping geospatial and socio-economic information following sudden onset humanitarian emergencies.
**ADAM ID: **sm\_us6000r0yd Magnitude 5.7 earthquake at 69.344 depth occurred on Aug 15 2025 107km E of Petropavlovsk-Kamchatsky. The epicentre of the earthquake was located at latitude 52.9231 longitude 159.6077. It impacted 183 people within 50km. WFP’s Automated Disaster Analysis and Mapping (ADAM) system is an operational system for collecting, analysing and mapping geospatial and socio-economic information following sudden onset humanitarian emergencies.
**ADAM ID: **sm\_us6000qxt4 Magnitude 6.8 earthquake at 35.0 depth occurred on Aug 03 2025 118 km E of Severo-Kuril’sk, Russia. The epicentre of the earthquake was located at latitude 50.5804 longitude 157.7988. It impacted 0 people within 50km. WFP’s Automated Disaster Analysis and Mapping (ADAM) system is an operational system for collecting, analysing and mapping geospatial and socio-economic information following sudden onset humanitarian emergencies.
**ADAM ID: **sm\_us6000qw6q Magnitude 6.9 earthquake at 10.0 depth occurred on Jul 30 2025 147 km SE of Petropavlovsk-Kamchatsky, Russia. The epicentre of the earthquake was located at latitude 52.0824 longitude 160.0803. It impacted 0 people within 50km. WFP’s Automated Disaster Analysis and Mapping (ADAM) system is an operational system for collecting, analysing and mapping geospatial and socio-economic information following sudden onset humanitarian emergencies.
**ADAM ID: **sm\_us7000pdvt Magnitude 5.7 earthquake at 10.0 depth occurred on Feb 15 2025 26 km W of Kosh-Agach, Russia. The epicentre of the earthquake was located at latitude 49.9839 longitude 88.3027. It impacted 7197 people within 50km. WFP’s Automated Disaster Analysis and Mapping (ADAM) system is an operational system for collecting, analysing and mapping geospatial and socio-economic information following sudden onset humanitarian emergencies.
**ADAM ID: **sm\_us6000syc2 Magnitude 5.7 earthquake at 56.032 depth occurred on May 17 2026 86 km ENE of Severo-Kuril’sk, Russia. The epicentre of the earthquake was located at latitude 50.8432 longitude 157.3229. It impacted 25 people within 50km. WFP’s Automated Disaster Analysis and Mapping (ADAM) system is an operational system for collecting, analysing and mapping geospatial and socio-economic information following sudden onset humanitarian emergencies.
**ADAM ID: **sm\_us7000rrbj Magnitude 6.2 earthquake at 52.24 depth occurred on Jan 22 2026 128 km S of Vilyuchinsk, Russia. The epicentre of the earthquake was located at latitude 51.7794 longitude 158.5523. It impacted 83 people within 50km. WFP’s Automated Disaster Analysis and Mapping (ADAM) system is an operational system for collecting, analysing and mapping geospatial and socio-economic information following sudden onset humanitarian emergencies.
**ADAM ID: **sm\_us6000rvnm Magnitude 5.9 earthquake at 65.905 depth occurred on Dec 18 2025 117km E of Petropavlovsk-Kamchatsky. The epicentre of the earthquake was located at latitude 52.9652 longitude 159.6969. It impacted 186 people within 50km. WFP’s Automated Disaster Analysis and Mapping (ADAM) system is an operational system for collecting, analysing and mapping geospatial and socio-economic information following sudden onset humanitarian emergencies.
**ADAM ID: **sm\_us6000rl8b Magnitude 5.5 earthquake at 56.118 depth occurred on Nov 03 2025 138 km E of Ozernovskiy, Russia. The epicentre of the earthquake was located at latitude 51.6697 longitude 158.4792. It impacted 24 people within 50km. WFP’s Automated Disaster Analysis and Mapping (ADAM) system is an operational system for collecting, analysing and mapping geospatial and socio-economic information following sudden onset humanitarian emergencies.
**ADAM ID: **sm\_us6000rjf1 Magnitude 5.5 earthquake at 82.098 depth occurred on Oct 25 2025 71 km S of Severo-Kuril’sk, Russia. The epicentre of the earthquake was located at latitude 50.0304 longitude 156.1104. It impacted 169 people within 50km. WFP’s Automated Disaster Analysis and Mapping (ADAM) system is an operational system for collecting, analysing and mapping geospatial and socio-economic information following sudden onset humanitarian emergencies.
**ADAM ID: **sm\_us6000rhpx Magnitude 5.4 earthquake at 63.703 depth occurred on Oct 17 2025 136km E of Petropavlovsk-Kamchatsky. The epicentre of the earthquake was located at latitude 53.181 longitude 159.8579. It impacted 90 people within 50km. WFP’s Automated Disaster Analysis and Mapping (ADAM) system is an operational system for collecting, analysing and mapping geospatial and socio-economic information following sudden onset humanitarian emergencies.
**ADAM ID: **sm\_us6000rg2s Magnitude 5.6 earthquake at 76.347 depth occurred on Oct 10 2025 43 km SE of Severo-Kuril’sk, Russia. The epicentre of the earthquake was located at latitude 50.3802 longitude 156.5204. It impacted 939 people within 50km. WFP’s Automated Disaster Analysis and Mapping (ADAM) system is an operational system for collecting, analysing and mapping geospatial and socio-economic information following sudden onset humanitarian emergencies.
**ADAM ID: **sm\_us6000rft9 Magnitude 6.0 earthquake at 57.009 depth occurred on Oct 09 2025 119 km E of Ozernovskiy, Russia. The epicentre of the earthquake was located at latitude 51.6264 longitude 158.2089. It impacted 85 people within 50km. WFP’s Automated Disaster Analysis and Mapping (ADAM) system is an operational system for collecting, analysing and mapping geospatial and socio-economic information following sudden onset humanitarian emergencies.
**ADAM ID: **sm\_us6000rdnq Magnitude 5.5 earthquake at 60.551 depth occurred on Sep 29 2025 113km E of Petropavlovsk-Kamchatsky. The epicentre of the earthquake was located at latitude 52.9856 longitude 159.6626. It impacted 210 people within 50km. WFP’s Automated Disaster Analysis and Mapping (ADAM) system is an operational system for collecting, analysing and mapping geospatial and socio-economic information following sudden onset humanitarian emergencies.
**ADAM ID: **sm\_us7000qxcd Magnitude 5.9 earthquake at 84.495 depth occurred on Sep 19 2025 90 km E of Ozernovskiy, Russia. The epicentre of the earthquake was located at latitude 51.422 longitude 157.7944. It impacted 74 people within 50km. WFP’s Automated Disaster Analysis and Mapping (ADAM) system is an operational system for collecting, analysing and mapping geospatial and socio-economic information following sudden onset humanitarian emergencies.
**ADAM ID: **sm\_us7000ss03 Magnitude 5.7 earthquake at 343.313 depth occurred on Jun 10 2026 33 km ESE of Ol’ga, Russia. The epicentre of the earthquake was located at latitude 43.6289 longitude 135.6736. It impacted 4377 people within 50km. WFP’s Automated Disaster Analysis and Mapping (ADAM) system is an operational system for collecting, analysing and mapping geospatial and socio-economic information following sudden onset humanitarian emergencies.
**ADAM ID: **sm\_us7000sui3 Magnitude 6.6 earthquake at 10.0 depth occurred on Jun 19 2026 136 km E of Petropavlovsk-Kamchatsky, Russia. The epicentre of the earthquake was located at latitude 53.2488 longitude 160.6511. It impacted 0 people within 50km. WFP’s Automated Disaster Analysis and Mapping (ADAM) system is an operational system for collecting, analysing and mapping geospatial and socio-economic information following sudden onset humanitarian emergencies.
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**ADAM ID: **sm\_us6000tkvj Magnitude 5.4 earthquake at 78.982 depth occurred on Aug 15 2026 38 km SSE of Severo-Kuril’sk, Russia. The epicentre of the earthquake was located at latitude 50.3745 longitude 156.3863. It impacted 1680 people within 50km. WFP’s Automated Disaster Analysis and Mapping (ADAM) system is an operational system for collecting, analysing and mapping geospatial and socio-economic information following sudden onset humanitarian emergencies.
**ADAM ID: **sm\_usd0015edq Magnitude 5.8 earthquake at 54.741 depth occurred on Aug 17 2026 118km E of Petropavlovsk-Kamchatsky. The epicentre of the earthquake was located at latitude 53.024 longitude 159.7106. It impacted 172 people within 50km. WFP’s Automated Disaster Analysis and Mapping (ADAM) system is an operational system for collecting, analysing and mapping geospatial and socio-economic information following sudden onset humanitarian emergencies.
**ADAM ID: **sm\_us6000qxhm Magnitude 5.6 earthquake at 65.208 depth occurred on Aug 01 2025 36 km SSE of Severo-Kuril’sk, Russia. The epicentre of the earthquake was located at latitude 50.3777 longitude 156.3387. It impacted 1723 people within 50km. WFP’s Automated Disaster Analysis and Mapping (ADAM) system is an operational system for collecting, analysing and mapping geospatial and socio-economic information following sudden onset humanitarian emergencies.
**ADAM ID: **sm\_us6000qx8k Magnitude 5.7 earthquake at 35.0 depth occurred on Aug 01 2025 96 km ESE of Petropavlovsk-Kamchatsky, Russia. The epicentre of the earthquake was located at latitude 52.8679 longitude 160.0266. It impacted 45 people within 50km. WFP’s Automated Disaster Analysis and Mapping (ADAM) system is an operational system for collecting, analysing and mapping geospatial and socio-economic information following sudden onset humanitarian emergencies.
**ADAM ID: **sm\_us6000rgjt Magnitude 5.8 earthquake at 76.024 depth occurred on Oct 11 2025 56 km SE of Severo-Kuril’sk, Russia. The epicentre of the earthquake was located at latitude 50.3263 longitude 156.6974. It impacted 3 people within 50km. WFP’s Automated Disaster Analysis and Mapping (ADAM) system is an operational system for collecting, analysing and mapping geospatial and socio-economic information following sudden onset humanitarian emergencies.
The Soil and Terrain Database (SOTER) was part of the Soil Degradation and Vulnerability Assessment for Central and Eastern Europe (SOVEUR project) and was implemented within the framework of the Food and Agriculture Organization (FAO) of the United Nations and the Netherlands Government Cooperative Programme. The project was technically coordinated by ISRIC - World Soil Information and assisted by the Land and Water Development Division (AGL) of FAO. The SOVEUR project has been carried out in close collaboration with specialists from soil survey institutes in Belarus, Bulgaria, Czech Republic, Estonia, Hungary, Latvia, Lithuania, Moldova, Poland, Romania, the Russian Federation, Slovak Republic and the Ukraine, who collated the various national soil data using uniform guidelines.
**ADAM ID: **sm\_us6000rghy Magnitude 5.4 earthquake at 75.37 depth occurred on Oct 11 2025 129km E of Petropavlovsk-Kamchatsky. The epicentre of the earthquake was located at latitude 53.2522 longitude 159.7815. It impacted 130 people within 50km. WFP’s Automated Disaster Analysis and Mapping (ADAM) system is an operational system for collecting, analysing and mapping geospatial and socio-economic information following sudden onset humanitarian emergencies.
**ADAM ID: **sm\_us6000qxae Magnitude 5.6 earthquake at 72.617 depth occurred on Aug 01 2025 100 km S of Vilyuchinsk, Russia. The epicentre of the earthquake was located at latitude 52.0305 longitude 158.3556. It impacted 476 people within 50km. WFP’s Automated Disaster Analysis and Mapping (ADAM) system is an operational system for collecting, analysing and mapping geospatial and socio-economic information following sudden onset humanitarian emergencies.