♿👫 Population with disabilities

Number of people with disabilities in the United States based on the U.S. Census Bureaus American Community Survey (ACS). This page describes how disability is defined and collected in the ACS: https:…

🌌 VIIRS Nighttime lights intensity

Remote sensing of nighttime light emissions offers a unique perspective for investigations into human behaviors. The Visible Infrared Imaging Radiometer Suite (VIIRS) instruments aboard the Suomi NPP …

🏡 Percentage of permanent population

Estimation of residential population percentage according to GHS-POP dataset (2015)

🏡 Populated area

Populated area according to the actual release of Kontur Population dataset (2023.11.01).

🏡👫 Densely populated area proximity

Distance to the closest Kontur Population cell with population > 80 people. This indicator is valid for unpopulated areas between cities.

👧👦👫 Population under 5

Number of children (ages 0-5) in the United States.

👫 Population

Number of people living in a given area according to the actual release of Kontur Population dataset (2023.11.01). The dataset was produced by overlaying the Global Human Settlement Layer (GHSL) with …

👫👫 Population without a car

Number of working people without a car in the United States.

👴👵👫 Population over 65

Number of elderly people (ages 65+) in the United States.

👶 Children Under 5

Percentage of children under age 5, indicating demographic vulnerability normalised into range from 0 (good) to 10 (bad).

💸 Families below poverty line

Number of households living below the poverty line in the United States.

🗣️👫 Population with limited English proficiency

Number of people who have difficulty speaking English in the United States.

⚽ Sports and recreation

Number of sports and recreation POIs in Foursquare’s Open Source Places.

✈️ Travel and transportation

Number of travel and transportation POIs in Foursquare’s Open Source Places.

🎉 Events

Number of event POIs in Foursquare’s Open Source Places.

🎨 Arts and entertainment

Number of arts and entertainment POIs in Foursquare’s Open Source Places.

🏞️ Landmarks and outdoors

Number of landmarks and outdoor POIs in Foursquare’s Open Source Places.

🏦 Banks

Number of banks in OpenStreetMap.

🏧 ATMs

Number of ATMs in OpenStreetMap.

🏰 Heritage Protection Level

The most significant recognized administrative level of heritage protection within each hex cell. For instance, a lower numeric value might correspond to an internationally recognized (e.g., UNESCO) s…

🏰 Historical sites and museums

Number of historical sites and museums in OpenStreetMap.

📽️ Entertainment venues

Number of entertainment venues in OpenStreetMap.

🖼️🖌️ Art venues

Number of art venues in OpenStreetMap.

🗿 Heritage sites

Number of heritage sites in OpenStreetMap.

🫂 Cultural and community centers

Number of cultural and community centers in OpenStreetMap.

🏘️ Total buildings count

Estimated number of buildings in a given area based on various data sources.

🏘️📅 Average building construction year

Average construction year of buildings in OSM from construction_date, year_of_construction, start_date or opening_date tags.

🏙️ Building height maximum

GHS Average of the Net Building Height (ANBH). Values are expressed as decimals (Float) reporting about the average height of the built surfaces.

🏠 Building height average

GHS Average of the Net Building Height (ANBH). Values are expressed as decimals (Float) reporting about the average height of the built surfaces.

🏠 Buildings

Total number of buildings in a given area according to OpenStreetMap.

🏠⬆️ Building levels average

Average levels of buildings in a given area according to OpenStreetMap.

🏠📅 Latest building construction year

Latest construction year of buildings in OSM from construction_date, year_of_construction, start_date or opening_date tags.

🏢⬆️ Building levels maximum

Maximal level of buildings in a given area according to OpenStreetMap.

🏰📅 Earliest building construction year

Earliest construction year of buildings in OSM from construction_date, year_of_construction, start_date or opening_date tags.

🏢 Business services

Number of business and professional services POIs in Foursquare’s Open Source Places.

🏭 OSM Industrial area

Areas of land used for industrial purposes in OpenStreetMap, which may include facilities such as workshops, factories and warehouses, and their associated infrastructure (car parks, service roads, ya…

🛍️ Retail

Number of retail POIs in Foursquare’s Open Source Places.

☀️ Global Horizontal Irradiance

Total amount of shortwave terrestrial irradiance received by a surface horizontal to the ground.

🌜 Number of nights per year with temperature above 25°C

Number of days per year with a daily minimum temperature exceeding 25°C (77°F) at the ”recent” climate warming scenario of +1.0°C. In 2017 the average surface temperature passed 1.0°C above the pre-in…

🌜🔥 Nights above 25°C (+2°C scenario)

Number of days per year with a daily minimum temperature exceeding 25°C (77°F) at the ”potential” climate warming scenario of +2.0°C. On the current path of emissions, in the 2040s the average surface…

🌞 Days above 32°C wet-bulb (+1°C scenario)

Number of days per year with a daily maximum wet-bulb temperature exceeding 32°C (90°F) at the ”recent” climate warming scenario of +1.0°C. In 2017 the average surface temperature passed 1.0°C above t…

🌞👥 Man-days above 32°C, (+1°C scenario)

The number of person-days per year where the temperature exceeds 32°C, assuming a +1°C climate warming scenario. Higher values indicate greater exposure to extreme heat.

🌞🔥 Days above 32°C (+2°C scenario)

Number of days per year with a daily maximum temperature exceeding 32°C (90°F) at the ”potential” climate warming scenario of +2.0°C. On the current path of emissions, in the 2040s the average surface…

🌞🔥 Days above 32°C wet-bulb (+2°C scenario)

Number of days per year with a daily maximum wet-bulb temperature exceeding 32°C (90°F) at the ”potential” climate warming scenario of +2.0°C. On the current path of emissions, in the 2040s the averag…

🌡️ Air temperature average

Monthly average air temperature according to WorldClim data for the years 1970-2000.

🌡️↕️ Air temperature monthly amplitude

Monthly amplitude of air temperatures according to WorldClim data for the years 1970-2000.

🌡️❄️ Air temperature minimum

Monthly minimum air temperature according to WorldClim data for the years 1970-2000.

🌡️🔥 Air temperature maximum

Monthly maximum air temperature according to WorldClim data for the years 1970-2000.

🔥 Thermal anomaly exposure

Number of days per year when a thermal anomaly was recorded in the last 13 months.

☀️ Drought hazard

Likelihood of population exposure to severe water scarcity on a scale of 0 (good) to 10 (bad).

⚠️🧑🏻‍🤝‍🧑🏿 Disaster stock displacement

Percent of total population of IDPs (rounded figures at the national level), as a result of disasters as of the end of the reporting year.

⚡ Recent Shocks

Recent shocks subcomponent accounts for increased vulnerability during the recovery period after a disaster and considers people affected by natural disasters in the past 3 years on a scale of 0 (good…

🆘 Lack of Coping Capacity

Measure of a population’s limited ability to recover from shocks normalised into range from 0 (good) to 10 (bad).

🆘🧑🏻‍🤝‍🧑🏿 Conflict stock displacement

Percent of total population of IDPs (rounded figures at the national level), as a result of conflicts and violence as of the end of the reporting year.

🌀 Tropical Cyclone hazard

Population exposure to tropical cyclones, hurricanes, and typhoons on a scale of 0 (good) to 10 (bad).

🌀📅 Number of days under cyclone impact, last year

Number of days in the last year when severe and extreme cyclones were recorded.

🌊 Coastal Flood hazard

Risk of flooding in coastal areas affecting population and infrastructure on a scale of 0 (good) to 10 (bad).

🌊 River flood hazard

The River flood hazard reflects the probability of physical impact associated with river flooding events on a scale of 0 (good) to 10 (bad).

🌊 Tsunami Hazard

Population exposure to tsunami hazards in coastal regions on a scale of 0 (good) to 10 (bad).

🌊📅 Number of days under flood impact, last year

Number of days in the last year when severe and extreme floods were recorded.

🌋 Natural hazard

The metric for the natural hazard risk used in INFORM is the annual average exposed population (AAEP) or, when hazard maps for different return periods are not available, annual exposed population (AE…

🌋 Volcanoes

Number of volcanoes in a given area.

🌋📅 Number of days under volcano impact, last year

Number of days in the last year when severe and extreme volcanos were recorded.

🌋🧑🏻‍🤝‍🧑🏿 Disaster internal displacements

Percent of total population of internal displacements reported (rounded figures at national level), as a result of disasters in 2023.

🌍 Disaster Risk Reduction (DRR)

Extent of disaster risk reduction initiatives improving resilience on a scale of 0 (good) to 10 (bad).

🌍 Earthquake hazard

Exposure of a region to seismic risks due to earthquakes on a scale of 0 (good) to 10 (bad).

🌍 INFORM Risk Index

Composite index assessing humanitarian risk based on hazards, vulnerability, and coping capacity on a scale of 0 (good) to 10 (bad).

🌍📅 Number of days under earthquake impact, last year

Number of days in the last year when severe and extreme earthquakes were recorded.

🌪️ Hazard & Exposure

Level of exposure to natural or human-made hazards affecting a population on a scale of 0 (good) to 10 (bad).

🍞 Food Security

Risk of food insecurity impacting vulnerable populations on a scale of 0 (good) to 10 (bad).

🏚️ Development & Deprivation

Socioeconomic disadvantage impacting resilience and coping abilities on a scale of 0 (good) to 10 (bad).

🏛️ Institutional Capacity

Institutional resilience and governance affecting disaster response on a scale of 0 (good) to 10 (bad).

🏜️📅 Number of days under drought impact, last year

Number of days in the last year when severe and extreme droughts were recorded.

🏠 Uprooted People

The Uprooted people component is the arithmetic average of the absolute and relative value of uprooted people. The absolute value is presented using the log transformation while the uprooted people re…

🏢 Physical Infrastructure

Physical infrastructure component is the arithmetic average of different proxy measures. Inform mainly try to assess the accessibility as well as the redundancy of the lifeline systems, which are cruc…

👤 Human hazard

Population exposure to risks caused by human activity, such as conflict on a scale of 0 (good) to 10 (bad).

👥 Vulnerable Groups

Extent of vulnerability among specific population groups on a scale of 0 (good) to 10 (bad).

💣 Current Conflict Intensity

Measure of ongoing conflict severity affecting local populations on a scale of 0 (good) to 10 (bad).

💣🧑🏻‍🤝‍🧑🏿 Conflict internal displacements

Percent of total population of internal displacements reported (rounded figures at national level), as a result of conflict and violence in 2023.

💥 Projected Conflict Probability

Estimate of likelihood of future conflict impacting the population on a scale of 0 (good) to 10 (bad).

📡 Communication Capacity

Ability to disseminate information during crises affecting resilience on a scale of 0 (good) to 10 (bad).

🔥📅 Number of days under wildfire impact, last year

Number of days in the last year when severe and extreme wildfires were recorded.

🙎 Other Vulnerable Groups

Measure of other groups within a population with heightened vulnerability on a scale of 0 (good) to 10 (bad).

🚨📅 Number of days with any disaster occurs, last year

Number of days in the last year when severe and extreme disasters of any types were recorded.

🤕 Vulnerability

Indicator measuring susceptibility of populations to suffer from adverse impacts on a scale of 0 (good) to 10 (bad).

🦠 Epidemic hazard

Risk of population exposure to outbreaks of disease on a scale of 0 (good) to 10 (bad).

⚖️ Inequality

Mesure of susceptibility of populations to suffer from inequality impacts on a scale of 0 (good) to 10 (bad).

🏦 Banks

Number of banks in OpenStreetMap.

🏧 ATMs

Number of ATMs in OpenStreetMap.

💰 Gross Domestic Product

A country GDP (Gross Domestic Product) per capita multiplied by the population in a given area. For areas covering multiple countries, a sum of their respective GDP portions is used. GDP is the standa…

💸 Economic Dependency

Measure of a region’s dependency on external economic factors, impacting resilience on a scale of 0 (good) to 10 (bad).

💸 Price inflation rate

Inflation, measured by the Consumer Price Index (CPI), is the annual change in prices of a typical basket of goods and services purchased by households. Data are drawn from multiple databases: OECD.St…

📉 Socio-Economic Vulnerability

Level of social and economic disadvantage increasing exposure to risks on a scale of 0 (good) to 10 (bad).

🧮 Total tax and contribution rate

Total tax rate measures the amount of taxes and mandatory contributions payable by businesses after accounting for allowable deductions and exemptions as a share of commercial profits. Taxes withheld …

🎒 Schools

Number of schools in OpenStreetMap.

🎓 Higher Education Institutions and Affiliates

Number of higher education institutions and affiliates in OpenStreetMap.

👩🏾‍🏫 Colleges and Affiliates

Number of colleges and affiliates in OpenStreetMap.

👶 Kindergartens

Number of kindergartens in OpenStreetMap.

☀️⚡ Solar power plants

Total number of solar power plants in a given area according to OpenStreetMap.

☀️💡 Suitability estimation for solar farms placement

Multi-criteria layer estimating suitability for solar farm placement. 0 means absolutely unsuitable, 1 is perfectly suitable. The score considers solar irradiance, proximity to powerlines and substati…

⚡ Medium-voltage powerlines distribution (predictive)

Facebook has produced a model to help map global medium voltage (MV) grid infrastructure, i.e. the distribution lines which connect high-voltage transmission infrastructure to consumer-serving low-vol…

⚡👫 Powerlines proximity

Distance to the closest powerline

🌌 VIIRS Nighttime lights intensity

Remote sensing of nighttime light emissions offers a unique perspective for investigations into human behaviors. The Visible Infrared Imaging Radiometer Suite (VIIRS) instruments aboard the Suomi NPP …

🌬️⚡ Wind farms

Number of wind power generators in OpenStreetMap.

🏭👫 Power substations proximity

Distance to the closest power substation

☕ Coffee shops

Number of coffee shops POIs in Foursquare’s Open Source Places.

🍽️ Dining and drinking

Number of dining and drinking POIs in Foursquare’s Open Source Places.

🍽️ Eatery places

Number of places where you can buy and eat food (such as restaurants, cafés, fast-food outlets, etc.) in a given area.

🛒 Food shops

Number of places where you can buy fresh or packaged food products in a given area.

🥙 Kebab restaurants

Number of kebab restaurants POIs in Foursquare’s Open Source Places.

☕ Coffee shops

Number of coffee shops POIs in Foursquare’s Open Source Places.

⚕️ Health and medicine

Number of health and medicine POIs in Foursquare’s Open Source Places.

⚽ Sports and recreation

Number of sports and recreation POIs in Foursquare’s Open Source Places.

✈️ Travel and transportation

Number of travel and transportation POIs in Foursquare’s Open Source Places.

🍽️ Dining and drinking

Number of dining and drinking POIs in Foursquare’s Open Source Places.

🎉 Events

Number of event POIs in Foursquare’s Open Source Places.

🎨 Arts and entertainment

Number of arts and entertainment POIs in Foursquare’s Open Source Places.

🏛️ Community and government

Number of community and government POIs in Foursquare’s Open Source Places.

🏞️ Landmarks and outdoors

Number of landmarks and outdoor POIs in Foursquare’s Open Source Places.

🏢 Business services

Number of business and professional services POIs in Foursquare’s Open Source Places.

📍 Foursquare open source places

Total count of POIs in Foursquare’s Open Source Places.

🛍️ Retail

Number of retail POIs in Foursquare’s Open Source Places.

🥙 Kebab restaurants

Number of kebab restaurants POIs in Foursquare’s Open Source Places.

🍞 Food Security

Risk of food insecurity impacting vulnerable populations on a scale of 0 (good) to 10 (bad).

🏛️ Community and government

Number of community and government POIs in Foursquare’s Open Source Places.

📊 Legal residence duration required for naturalization

The duration of legal residence before a national of a foreign state, without any cultural, historical, or marriage ties or connections to the state in question, can request citizenship under that sta…

📜 Government stability

Level of governance stability affecting overall risk levels on a scale of 0 (good) to 10 (bad). The subjectivity of HFA Scores is counterweighted by arithmetical average with external indicators of Go…

🕓 Timezone UTC offset

Average timezone offset from UTC according to timezone tag.

🛂 Dual/Multiple citizenship allowed

Possibility to have dual (multiple) citizenship: 1 - no, 2 - with restrictions regulated by local legislation, 3 - dual (multiple) citizenship is allowed.

🛡️ Safety (Global Peace Index 2022)

The Global Peace Index covers 99.7% of the world’s population, and is calculated using 23 qualitative and quantitative indicators from highly respected sources, and measures the state of peace across …

🧑🏻‍🤝‍🧑🏿 The Human Development Index

The Human Development Index (HDI) is a summary measure of average achievement in key dimensions of human development: a long and healthy life, being knowledgeable and having a decent standard of livin…

♿👫 Population with disabilities

Number of people with disabilities in the United States based on the U.S. Census Bureaus American Community Survey (ACS). This page describes how disability is defined and collected in the ACS: https:…

⚕️ Health and medicine

Number of health and medicine POIs in Foursquare’s Open Source Places.

⚕️💊 Pharmacies

Number of pharmacies in OpenStreetMap.

🆘 Defibrillators

Number of defibrillators in OpenStreetMap.

🏥 Health Conditions

Health condition subcomponent refers to people in a weak health conditions. It is calculated as the arithmetic average of the indicators for three deadly infectious diseases, AIDS, tuberculosis and ma…

🩺 Access to Health Care

Availability and quality of healthcare services on a scale of 0 (good) to 10 (bad).

🏗️ Infrastructure resilience

Condition and resilience of essential infrastructure in a region on a scale of 0 (good) to 10 (bad).

🏢 Physical Infrastructure

Physical infrastructure component is the arithmetic average of different proxy measures. Inform mainly try to assess the accessibility as well as the redundancy of the lifeline systems, which are cruc…

🏨 Hotels

Number of hotels in OpenStreetMap.

🏨⭐ Hotel star rating average

Average hotel level assessment from OSM.

🏨🌟 Hotel star rating maximum

Max hotel level assessment from OSM.

📡 Communication lines length

Total length of communication lines in OpenStreetMap.

🗑️🏡 Waste basket coverage (coverage / populated area)

The area covered by waste containers mapped in OSM, based on a service radius of 70 meters around of container.

🚙📊 Road Quality

Road quality is measured by volunteers using mobile application that records phone accelerometer while driving. The areas that have highest typical standard deviation of acceleration are considered un…

🛢️ Pipeline length

Total length of pipelines in OpenStreetMap.

❄️ Landcover snow and ice

Snow and Ice. Lands under snow or ice cover throughout the year.

🌱 Cropland landcover

Cropland, Lands covered with temporary crops followed by harvest and a bare soil period (e.g., single and multiple cropping systems). Note that perennial woody crops will be classified as the appropri…

🌲 Evergreen needleleaf forest landcover

Area covered by either closed or open evergreen needleleaf forest. Almost all needleleaf trees remain green all year. Canopy is never without green foliage. Closed forest has tree canopy >70%. Open fo…

🌲⬆️ Forest canopy maximal height

Global and regional Canopy Height Maps (CHM). Created using machine learning models on high-resolution worldwide Maxar satellite imagery.

🌲📐 Forest canopy average height

Global and regional Canopy Height Maps (CHM). Created using machine learning models on high-resolution worldwide Maxar satellite imagery.

🌳 Forest Landcover Area

Area covered by forest - where tree canopy is more than 15%.

🌵 Shrubland landcover

Shrubland, or area where vegetation is dominated by woody perennial plants generally less than 5 meters in height, with persistent and woody stems and without any defined main stem. The shrub foliage …

🌾 Landcover bare vegetation

Bare or sparse vegetation. Lands with exposed soil, sand, or rocks and never has more than 10 % vegetated cover during any time of the year.

🌿 Herbaceous vegetation landcover

Area covered by herbaceous plants. These plants have no persistent woody stems above ground and lack definite firm structure. Tree and shrub cover is less than 10%.

🌿 NDVI

Average values of Normalized Difference Vegetation Index (NDVI), as of June 2019. Negative values of NDVI (values approaching -1) correspond to water. Values close to zero (-0.1 to 0.1) generally corr…

🍄 Landcover moss and lichen

Land with moss and lichen coverage.

🏙️ Landcover builtup

Land covered by buildings and other man-made structures.

🐸💦 Landcover wetland

Wetland, Lands with a permanent mixture of water and herbaceous or woody vegetation. The vegetation can be present in either salt, brackish, or fresh water.

💧 Permanent water landcover

Permanent water bodies. Lakes, reservoirs, and rivers. Can be either fresh or salt-water bodies.

🤔🌲 Unknown forest type landcover

Area covered by forest that does not match defined forest types.

👩‍🦱 OpenAerialMap unique users

Number of unique users of OpenAerialMap.

📷 OpenAerialMap first upload

Date of earliest OpenAerialMap upload in a given area.

📹 OpenAerialMap last upload

Date of latest OpenAerialMap upload in a given area.

🗺️🛰️ OpenAerialMap coverage area

Area covered by OpenAerialMap images.

⏰ Edits by all mappers

Total number of OpenStreetMap mapping hours by all users in the last 2 years. A mapping hour is an hour in which a user uploaded at least one tagged object.

⏰👤 Edits by active locals

Number of OpenStreetMap mapping hours by active local mappers in the last 2 years. A mapping hour is an hour in which a user uploaded at least one tagged object. Mapper is considered active if they co…

🏠🆕 OSM buildings (edited in last 6 months)

Number of buildings mapped in OpenStreetMap in the last 6 months.

👣 MapSwipe human activity

Places where MapSwipe users have detected some human activity through features (i.e. buildings, roadways, waterways, etc.) on satellite images.

👥 OSM contributors

Number of users who have edited a given area in OpenStreetMap.

🕒 OSM first edit

The date when OpenStreetMap data first appeared for the area, showing how long it has been mapped.

🕓 OSM last edit

The date of the very latest OpenStreetMap update in the area, showing the freshest available edit.

🕓👥 OSM last edit (avg)

Average of latest OpenStreetMap edit dates in a given area.

🗺️ OSM Map Views, Jan 25-Feb 24 2022

Number of tile requests in a given area for the 30 days before Feb 24, 2022.

🛣️🆕 OSM road length (edited in last 6 months)

Length of roads mapped in OpenStreetMap in the last 6 months.

🧱 OSM objects

Total number of objects in a given area according to OpenStreetMap.

🧱🆕 OSM objects (edited in last 6 months)

Number of objects mapped in OpenStreetMap in the last 6 months.

⛷️ Slope

Average surface slope.

🏔️ Elevation

Average surface elevation in meters.

🅿️👫 Car parkings capacity

Number of car parking spaces in OpenStreetMap.

🚆 Railway length

Total length of railways in OpenStreetMap.

🚉 Railway stations

Number of railway stations in OpenStreetMap.

🚏 Public transport stops

Number of public transports stops, except railways stations in OpenStreetMap.

🚗🛣️ Motor vehicle road length

Length of roads drivable by motor vehicle in OpenStreetMap.

🛣️📏 Total roads density estimate

Estimated total road length according to Meta (Facebook) AI and OpenStreetMap data. For places where Meta (Facebook) roads data are unavailable, the estimation is based on statistical regression from …

🛬 Airports

Number of airports in OpenStreetMap.

ACAPS data layer

EV Charging Availability

This map shows charging station coverage for electric vehicles (EVs). Green areas have a charger nearby. Red areas are populated and need a charging station to be constructed or added to the OpenStr…

GFW active flags

This layer contains an H3 hexagonal grid annotated with ISO 3166-1 alpha-3 country codes, representing the country of registration of the most active vessels in each area over the past 31 days accordi…

HOT Tasking Manager Projects outlines

Projects outlines on HOT Tasking manager, ongoing and historical

Human development index

Multi-criteria analysis based layer dedicated to estimation of the Human Development Index (HDI) is a summary measure of average achievement in key dimensions of human development. 0 means lovest leve…

HydroBASINS

HydroBASINS represents a series of vectorized polygon layers that depict sub-basin boundaries at a global scale. The goal of this product is to provide a seamless global coverage of consistently sized…

Kontur Boundaries

This layer contains administrative boundaries extracted from OpenStreetMap data using proprietary enhancements.

Kontur Fire Service Scarcity Risk

This map shows areas at higher risk in case of a fire due to population density and fire station distance ratio.

Kontur Lines

White style vector basemap. It does not interfere with your choropleth for clean and undistorted data visualization. This clean style is used in Disaster Ninja to help emergency cartographers prepare …

Kontur Nighttime Heatwave Risk

This map shows heat-stress risk areas, where nighttime temperatures stay above 25°C. Due to the increase of greenhouse gases the nighttime temperatures are growing at a rate of 0.07 degrees per decade…

Kontur OpenStreetMap Antiquity

This map shows how old is OpenStreetMap and how many times users view in particular region of OpenStreetMap for the last 30 days. Explore to find the least edited, but the most popular areas at the sa…

Kontur OpenStreetMap Building Completeness

This map shows whether all buildings are mapped in OpenStreetMap. Building completeness is calculated as the ratio of OpenStreetMap building count to AI estimated total building count.

Kontur OpenStreetMap Mapping Activity

Greener - stronger local community, darker - more active mapping. This map shows how active mapping in the area in last two years is. All mapping hours are shown against mapping hours we can surely at…

Kontur OpenStreetMap Quantity

This map shows relative distribution of OpenStreetMap objects and Population.

Kontur OpenStreetMap Road Completeness

This map shows whether all roads are mapped in OpenStreetMap. Road completeness is calculated as the ratio of OpenStreetMap road length to total estimated road length (OpenStreetMap + Facebook roads).…

Kontur OpenStreetMap Views before/after 24.02.22

This map shows how many times users viewed OpenStreetMap in particular region for the last 30 days in comparison to 30 days before 24.02.2022.

Kontur Zmrok

Dark style vector basemap provides you with full cartographic context while leaving most of your display's dynamic range for your data.

Live sensor

OAM Availability

The open collection of openly licensed satellite and unmanned aerial vehicle (UAV) imagery.

OAM Mosaic

The open collection of openly licensed satellite and unmanned aerial vehicle (UAV) imagery.

Refugees fleeing Ukraine (since 24 February 2022)

This map shows the rate of external displacement of refugees forced by 2022 Russian invasion of Ukraine. Arrival statistics are compiled from a variety of sources, mainly data provided by authorities …

Sea Level Rise Exposure

Multi-criteria analysis-based layer dedicated to estimating exposure to sea level rise, including projected flood depths for a scenario involving the melting of all terrestrial glaciers (resulting in …

Sensor based Road Quality

Multi-criteria analysis based layer dedicated to estimation of road quality based on Standard Deviatiation of Acceleration (m/s²). The standard deviation is the average amount of variability in the da…

Shelters Scarcity Risk

The availability of strongly built shelters that give protection from extreme weather events or attacks is an indicator of community resilience. This map shows areas at risk of failing to prot…

Solar farms placement suitability

Multi-criteria analysis based layer dedicated to estimation of suitability of solar farms placement. 0 means absolutely unsuitable, 1 means perfectly suitable. Analysis is based on solar irradiace, po…

Ukraine severity model

Ukraine: Border Crossings

This map shows the names of international border crossings of Ukraine with Belarus, Hungary, Moldova, Poland, Romania, Russian Federation and Slovakia.

Ukraine: IDP Estimates

This map shows number of internal displacement people in region. This is visualization of survey results conducted by IOM (https://www.iom.int/). IOM conducted rapid representative surveys of the gene…

v4 Proposed sensors 1 cluster locations 1 mile zone

v4 Proposed sensors 2 clusters locations 1 mile zone

v4 Proposed sensors locations 1 cluster

v4 Proposed sensors locations 2 clusters

Waste containers availability

This map shows the availability of waste bins in populated areas. In a green zone, a large part of the populated area is covered with waste containers. Red zones are populated and require placing more…

⏰🏘️ OSM contributor activity

Total number of OpenStreetMap mapping hours by all users in the last 2 years. A mapping hour is an hour in which a user uploaded at least one tagged object.

⏰👤🏘️ OSM local contributor activity

Number of OpenStreetMap mapping hours by active local mappers in the last 2 years. A mapping hour is an hour in which a user uploaded at least one tagged object. Mapper is considered active if they co…

☀️ GMU Solar Radiation Dataset

Solar radiation is the amount of sunlight energy delivered to local fuels.

♿ Population with disabilities

Number of people with disabilities in the United States based on the U.S. Census Bureaus American Community Survey (ACS). This page describes how disability is defined and collected in the ACS: https:…

🌞 Number of days per year with temperature above 32°C wet-bulb

Number of days per year with a daily maximum temperature exceeding 32°C (90°F) at the ”recent” climate warming scenario of +1.0°C. In 2017 the average surface temperature passed 1.0°C above the pre-in…

🌡️ GMU Air Temperature Dataset Intepolated

🌧️ GMU Rain Accumulation Dataset

The cumulative total of rainfall for the rain year.

🏘️🏡 Buildings

Estimated number of buildings in a given area based on various data sources.

👧👦 Population under 5

Number of children (ages 0-5) in the United States.

👫 Population without a car

Number of working people without a car in the United States.

👴👵 Population over 65

Number of elderly people (ages 65+) in the United States.

💧 GMU Relative Humidity Dataset

Relative humidity is the % ratio of the actual amount of water vapor in the air to the amount of water vapor required for saturation at existing temperature.

💨 GMU Peak Wind Speed Dataset

Maximum speed for previous 60 minutes from no less than 720 samples.

💨 GMU Wind Speed Dataset

Wind speed is the rate at which air passes a given point.

🗑️ Waste containers coverage

The area covered by waste containers mapped in OSM, based on a service radius of 70 meters around of container.

🗣️ Population with limited English proficiency

Number of people who have difficulty speaking English in the United States.

🗺️🆕 Map views, last 30 days

Number of tile requests in a given area for the last 30 days.

🛣️ OSM roads density

Total length of roads in a given area according to OpenStreetMap.

🧭 GMU Peak Wind Direction Dataset

The direction from which the air is moving, at peak wind speed, in degrees from true north.

🧭 GMU Wind Direction Dataset

The direction from which the air is moving, in degrees from true north.