Provides an API to eMOTIONAL Cities geospatial data
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eMOTIONAL Cities Metadata catalog (OGC API Records)
Prevalence rates of cardiovascular diseases in London
The mapping results of urban health outcomes (Prevalence rates of cardiovascular diseases) in 350m hexagonal grids of Inner London
The mapping results of urban health outcomes (Prevalence rates of obesity) in 350m hexagonal grids of Inner London
Prevalence rates of depression in London
The mapping results of urban health outcomes (Prevalence rates of depression) in 350m hexagonal grids of Inner London
Prevalence rates of mental health issues in London
The mapping results of urban health outcomes (Prevalence rates of mental health issues) in 350m hexagonal grids of Inner London
The mapping results of urban health outcomes (Prevalence rates of dementia) in 350m hexagonal grids of Inner London
Proportion of population with access to public open space in London
The mapping results of urban health determinates (accessibility to public open space) in 350m hexagonal grids of Inner London
Normalized difference vegetation index (NDVI) in London
The mapping results of urban health determinates (Normalized difference vegetation index (NDVI)) in 350m hexagonal grids of Inner London
Annual mean PM2.5 based on output areas average concentrations in London
The mapping results of urban health determinates (Annual mean PM2.5 based on output areas average concentrations) in 350m hexagonal grids of Inner London
Annual mean PM10 based on output areas average concentrations in London
The mapping results of urban health determinates (Annual mean PM10 based on output areas average concentrations) in 350m hexagonal grids of Inner London
The mapping results of urban health determinates (Annual mean NO2 concentration) in 350m hexagonal grids of Inner London
Annual average noise levels of rail noise in London
The mapping results of urban health determinates (Annual average noise levels of rail noise) in 350m hexagonal grids of Inner London
Risk of flooding from rivers and seas in London
The mapping results of urban health determinates (Risk of flooding from rivers and seas) in 350m hexagonal grids of Inner London
The mapping results of urban health determinates (Major summer heat spots) in 350m hexagonal grids of Inner London
The mapping results of urban health determinates (Cycling routes density map) in 350m hexagonal grids of Inner London
The mapping results of urban health determinates (Land use diversity) in 350m hexagonal grids of Inner London
The mapping results of urban health determinates (Population density map) in 350m hexagonal grids of Inner London
The mapping results of urban health determinates (Male ratio) in 350m hexagonal grids of Inner London
Map of the ratio of elder people in London
The mapping results of urban health determinates (Elder people ratio) in 350m hexagonal grids of Inner London
Map of ratio of active people in Inner London
The mapping results of urban health determinates (Ratio of active people) in 350m hexagonal grids of Inner London
Map of number of recorded crimes in Inner London
The mapping results of urban health determinates (Number of recorded crimes) in 350m hexagonal grids of Inner London
London outdoor walk test data: Air Quality Air Pressure
Air Pressure data collected from Air Quality sensors during a test walk in London for benchmarking data acquisition platform.
London outdoor walk test data: Air Quality Air Quality Index
Air Quality Index data collected from Air Quality sensors during a test walk in London for benchmarking data acquisition platform.
London outdoor walk test data: Air Quality Temperature
Temperature data collected from Air Quality sensors during a test walk in London for benchmarking data acquisition platform.
London outdoor walk test data: Ambient Light
Ambient Light data collected from Ambient Light sensors during a test walk in London for benchmarking data acquisition platform.
London outdoor walk test data: Synchronization pulses
Raw synchronization traces collected from Analog Voltage sensors during a test walk in London for benchmarking data acquisition platform.
London outdoor walk test data: CO2 Concentration
CO2 Concentration levels collected from CO2 sensors during a test walk in London for benchmarking data acquisition platform.
London outdoor walk test data: Humidity CO2
Humidity data collected from CO2 sensors during a test walk in London for benchmarking data acquisition platform.
London outdoor walk test data: Temperature CO2
Temperature data collected from CO2 sensors during a test walk in London for benchmarking data acquisition platform.
Navigation traces collected from GPS sensors during a test walk in London for benchmarking data acquisition platform.
Humidity data collected from Humidity sensors during a test walk in London for benchmarking data acquisition platform.
London outdoor walk test data: Sound Pressure levels
Sound Pressure Levels collected from environmental sensors during a test walk in London for benchmarking data acquisition platform.
Estimated ratio of male population to female population, between 2017-2021. The ratio is the number of males divided by the number of females, multiplied by 100 to obtain a percent.
Percentage, Ratio and Number of People Aged 65+
Number: Estimated count of the population age 65 years and older, between 2017-2021. Percentage: Estimated percent of the population age 65 years and older, between 2017-2021. Percentage calculations are suppressed in cases where the denominator of the calculation was less than 10 of the unit that is being described (e.g., households, people, householders, etc.).
Area Deprivation Index state score in 2020. The Area Deprivation Index (ADI) ranks neighborhoods on the basis of socioeconomic disadvantage in the areas of income, education, employment, and housing quality. Areas with greater disadvantage are ranked higher. National scores are normalized to the whole country, and state scores are normalized to a particular state. Higher Area Deprivation Index scores have been shown to correlate with worse health outcomes in measures such as life expectancy. This index was created by researchers at the University of Wisconsin-Madison based on a methodology originally developed by the Health Resources and Services Administration. Areas on this map are ranked against other areas within the state. State scores represent deciles. In other words, they are divided into 10 groups of the same size, where 1 is the lowest rate of disadvantage and 10 is the highest.
Estimated percent of the civilian noninstitutionalized population with one or more types of disabilities, between 2017-2021. Percentage calculations are suppressed in cases where the denominator of the calculation was less than 10 of the unit that is being described (e.g., households, people, householders, etc.).
Crude percent of adults with depression in 2019. (Model-based estimate for crude prevalence of depression among adults aged >=18 years, 2019 AND Estimated confidence interval for crude prevalence of depression among adults aged >=18 years, 2019)
CrudeP - Chroni Obstructive Pulmonary Disease - Age Above 18 years
Model-based estimate for crude prevalence of chronic obstructive pulmonary disease among adults aged >=18 years, 2019 AND Estimated confidence interval for crude prevalence of chronic obstructive pulmonary disease among adults aged >=18 years
CrudeP - Coronary Heart Disease - Age Above 18 years
Model-based estimate for crude prevalence of coronary heart disease among adults aged >=18 years, 2019 AND Estimated confidence interval for crude prevalence of coronary heart disease among adults aged >=18 years
CrudeP - High Blood Pressure - Age Above 18 years
Model-based estimate for crude prevalence of high blood pressure among adults aged >=18 years, 2019 AND Estimated confidence interval for crude prevalence of high blood pressure among adults aged >=18 years
Model-based estimate for crude prevalence of stroke among adults aged >=18 years, 2019 AND Estimated confidence interval for crude prevalence of stroke among adults aged >=18 years
Model-based estimate for crude prevalence of diagnosed diabetes among adults aged >=18 years, 2019 AND Estimated confidence interval for crude prevalence of diagnosed diabetes among adults aged >=18 years
CrudeP - No Leisure Time Physical Activity - Age Above 18 years
Model-based estimate for crude prevalence of no leisure-time physical activity among adults aged >=18 years, 2019 AND Estimated confidence interval for crude prevalence of no leisure-time physical activity among adults aged >=18 years
The average number of years a person born in this tract would be expected to live, as of 2010 to 2015.
National walkability index in 2021. The National Walkability Index identifies areas with mixtures of land use and transportation infrastructure that may encourage walking as a mode of transportation. This index is comprised of four ranked measures: intersection density, distance to the nearest transit stop, employment diversity, and employment and housing diversity. More walkable areas rate higher on intersection density, have lower distances to the nearest transit stop, and have higher employment and employment plus housing diversity.The Environmental Protection Agency’s (EPA) Smart Location Database was created to address the demand for tools that compare location efficiency. The Smart Location Database (SLD) summarizes several demographic, employment, and built environment variables for every Census block group.
Low Access tracts, as of 2019. Includes tracts with at least 500 people or 33 percent of the population living more than .5 miles (in urban areas) or more than 10 miles (in rural areas) from the nearest supermarket, supercenter, or large grocery store. Tracts for where no data were available are labeled "Insufficient Data" on the map.
Low Income and Low Access tracts, as of 2019. Includes low-income tracts with at least 500 people or 33 percent of the population living more than .5 miles (in urban areas) or more than 10 miles (in rural areas) from the nearest supermarket, supercenter, or large grocery store. A low-income tract has a poverty rate of greater than 20 percent, has a median family income (MFI) of less than or equal to 80 percent of the state-wide MFI, or is in a metropolitan area and its MFI is less than or equal to 80 percent of the metropolitan Tracts for where no data were available are labeled "Insufficient Data" on the map.
Percent of People Travel by Bicycle to Work
Estimated percent of workers age 16 years or older who did not work at home who commuted to work by bicycle in 2017-2021. Percentage calculations are suppressed in cases where the denominator of the calculation was less than 10 of the unit that is being described (e.g., households, people, householders, etc.).
Estimated average travel time to work in 2017-2021. The average travel time to work is the number of minutes required to reach place of employment for workers age 16 years or older. Averages are suppressed in cases where the sample of the average was less than 10 of the unit that is being described (e.g., households, people, householders, etc.).
Life births rate in 2021, per 1000 inhabitants.
Prevalence of patients with Diabetes Mellitus
Prevalence of patients with Diabetes Mellitus in June 2022, by percentage.
Prevalence of patients with chronic alcohol abuse
Prevalence of patients with chronic alcohol abuse in June 2022, by percentage.
Prevalence of patients with tobacco abuse
Prevalence of patients with tobacco abuse in June 2022, by percentage.
Prevalence of patients with hypertension
Prevalence of patients with hypertension in June 2022, by percentage.
Kernel density of positive tweets between 2018 and 2021.
Ratio of unemployed people in 2021, by percentage.
Ratio of people with low education level (up to 9th grade) in 2021, by percentage.
Population density in 2021, per hectare.
Number of males per 100 females in 2021.
Ratio of youth people (with 0 to 24 years) in 2021, by percentage.
Average age of buildings constructed between 1919 and 2021, in 2021.
It is composed by the following indicators: total of intersections (in 2016, per hectare); mean slope of streets (in meters), urhan vibrancy (in 2023, by points of interest diversity); sports, leisure and green urban space ratio (in 2018, in percentage); accomodation density (in 2021, per hectare).
Beds / customers in tourist accommodations
Beds / customers in tourist accommodations in 2021, per 1000 inhabitants.
Normalized Difference Vegetation Index (NDVI)
Mean, in 2021, of Normalized Difference Vegetation Index (NDVI).
Mean noise level during the day, afternoon and night (Lden) in 2021, in weighted decibel.
Mean temperature in the warmest months of 2017 (June and August), in Celsius degrees.
Actual vulnerability to excessive heat index, from "inexistent" to "high" risk.
Distance to green spaces up to 300m linear distance.
Patients diagnosed with anxiety disorder
Prevalence of patients diagnosed with anxiety disorder in June 2022, by percentage.
Vibrancy index, calculated by the Shannon's diversity index based on the Points of Interest obtained from OpenStreetMap (methodology of Botta & Gutiérrez-Roig, 2021).
The demographic and health data for the zones used in spatial analysis acquired from Danish Statistics. Year 2012
The demographic and health data for the zones used in spatial analysis acquired from Danish Statistics. Year 2013
The demographic and health data for the zones used in spatial analysis acquired from Danish Statistics. Year 2014
The demographic and health data for the zones used in spatial analysis acquired from Danish Statistics. Year 2016
The demographic and health data for the zones used in spatial analysis acquired from Danish Statistics. Year 2017
The demographic and health data for the zones used in spatial analysis acquired from Danish Statistics. Year 2018
OpenStreetMap (OSM) POI and land-use data extracted and aggregated for each of the zones in the Copenhagen area
Copenhagen Outdoor Walk: Hellerup Subject OE204002
Copenhagen Outdoor Walk: Hellerup Subject OE204018
Copenhagen Outdoor Walk: Hellerup Subject OE204021
Copenhagen Outdoor Walk: Nordhavn Subject OE203009
Copenhagen Outdoor Walk: Nordhavn Subject OE203011
Copenhagen Outdoor Walk: Nordhavn Subject OE203022
Copenhagen Outdoor Walk: Nordhavn Subject OE203023
Copenhagen Outdoor Walk: Nordhavn Subject OE203024
Copenhagen Outdoor Walk: Norrebro Subject OE201009
Copenhagen Outdoor Walk: Norrebro Subject OE201021
Copenhagen Outdoor Walk: Norrebro Subject OE201022
Copenhagen Outdoor Walk: Norreport Subject OE2002004
Copenhagen Outdoor Walk: Norreport Subject OE202022
Lansing Outdoor Walk: DownTownNatural Subject OE109002
Lansing Outdoor Walk: DownTownUrban Subject OE109001
Lansing Outdoor Walk: DownTownUrban Subject OE822001
Lansing Outdoor Walk: NorthNatural Subject OE036001
Lansing Outdoor Walk: NorthUrban Subject OE036001
Lansing Outdoor Walk: SouthNatural Subject OE931001
Lansing Outdoor Walk: SouthNatural Subject OE933001
Lansing Outdoor Walk: SouthUrban Subject OE109003
Lisbon Outdoor Walk: Agudo Subject OE109003
Lisbon Outdoor Walk: Alfarrobeira Subject OE116003
Lisbon Outdoor Walk: Baixa Subject OE104003
Lisbon Outdoor Walk: Baixa Subject OE104004
Lisbon Outdoor Walk: Baixa Subject OE104011
Lisbon Outdoor Walk: Baixa Subject OE104013
Lisbon Outdoor Walk: Baixa Subject OE104033
Lisbon Outdoor Walk: Baixa Subject OE104058
Lisbon Outdoor Walk: Belem Subject OE101001
Lisbon Outdoor Walk: Belem Subject OE101003
Lisbon Outdoor Walk: Belem Subject OE101006
Lisbon Outdoor Walk: Belem Subject OE101027
Lisbon Outdoor Walk: Belem Subject OE101065
Lisbon Outdoor Walk: EstrelaA Subject OE120003
Lisbon Outdoor Walk: EstrelaA Subject OE120031
Lisbon Outdoor Walk: Estrela Subject OE119031
Lisbon Outdoor Walk: Graça Subject OE105005
Lisbon Outdoor Walk: Graça Subject OE105007
Lisbon Outdoor Walk: Graça Subject OE105049
Lisbon Outdoor Walk: Graça Subject OE105071
Lisbon Outdoor Walk: Gulbenkian Subject OE103024
Lisbon Outdoor Walk: Gulbenkian Subject OE103031
Lisbon Outdoor Walk: Gulbenkian Subject OE103040
Lisbon Outdoor Walk: Gulbenkian Subject OE103061
Lisbon Outdoor Walk: Gulbenkian Subject OE103073
Lisbon Outdoor Walk: Lapa Subject OE102003
Lisbon Outdoor Walk: Lapa Subject OE102009
Lisbon Outdoor Walk: Lapa Subject OE102023
Lisbon Outdoor Walk: Lapa Subject OE102031
Lisbon Outdoor Walk: Luz Subject OE115003
Lisbon Outdoor Walk: Madre Subject OE113003
Lisbon Outdoor Walk: Marvila Subject OE111003
Lisbon Outdoor Walk: Marvila Subject OE111031
Lisbon Outdoor Walk: Oriente Subject OE112003
Lisbon Outdoor Walk: Parque Subject OE106001
Lisbon Outdoor Walk: Parque Subject OE106005
Lisbon Outdoor Walk: Parque Subject OE106010
Lisbon Outdoor Walk: Parque Subject OE106011
Lisbon Outdoor Walk: Parque Subject OE106013
Lisbon Outdoor Walk: Parque Subject OE106021
Lisbon Outdoor Walk: Parque Subject OE106034
Lisbon Outdoor Walk: Prazeres Subject OE122003
Lisbon Outdoor Walk: Restauradores Subject OE117003
Lisbon Outdoor Walk: Restelo Subject OE118031
London Outdoor Walk: NottingHill Subject OE309001
London Outdoor Walk: NottingHill Subject OE576003
London Outdoor Walk: WhiteChapel Subject OE309002
London outdoor walk test data: Air Quality Humidity
Humidity data collected from Air Quality sensors during a test walk in London for benchmarking data acquisition platform.
London outdoor walk test data: GPS Internal Clock
Internal clock data collected from GPS sensors during a test walk in London for benchmarking data acquisition platform.
CrudeP - Current Ashthma - Age Above 18 years
Model-based estimate for crude prevalence of current asthma among adults aged >=18 years, 2019 AND Estimated confidence interval for crude prevalence of current asthma among adults aged >=18 years
Model-based estimate for crude prevalence of obesity among adults aged >=18 years, 2019 AND Estimated confidence interval for crude prevalence of obesity among adults aged >=18 years
CrudeP - Physical Health Not Good for People Aged Above 18 Years
Model-based estimate for crude prevalence of physical health not good for >=14 days among adults aged >=18 years, 2019 AND Estimated confidence interval for crude prevalence of physical health not good for >=14 days among adults aged >=18 years
Mortality rate in 2021, per 1000 inhabitants.
Prevalence of patients with obesity in June 2022, by percentage.
Prevalence of patients diagnosed with dementia
Prevalence of patients diagnosed with dementia in June 2022, by percentage.
Ratio of elderly people (with 65 or more years) in 2021, by percentage.
Ratio of buildings with repair needs in 2021, by percentage.
Kernal density of fast-food outlets (from 100 Montaditos, Burger King, Burger Ranch, Domino's Pizza, McDonald's, Pizza Hut, Telepizza, KFC, Taco Bell, Subway, Pans & Company, and Papa John's chains) in march 2022.
Mean, in 2021, of particulate matter with less than 2.5 micrometers in diameter, in micrograms per cubic meter air.
Actual vulnerability to flash floods index, from "very low" to "high" risk.
Mean, in 2020, of nitrogen dioxide, in parts per billion by volume.
Patients diagnosed with depressive disorder
Prevalence of patients diagnosed with depressive disorder in June 2022, by percentage.
Air pollution data for the zones considered in the greater Copenhagen
This dataset contains air pollution data for the zones considered in the greater copenhagen spatial analysis report. The data consists of PM2.5, PM10, NO2, Black carbon, and the number of particles as mean values aggregated over the zones.
The demographic and health data for the zones used in spatial analysis acquired from Danish Statistics. Year 2015
Spatial Zones for the greater Copenhagen Area
This file contains the Polygons of the zones used in the greater copenhagen area and a zone id for each zone.
Noise data for the zones considered in the greater Copenhagen
Mean of the total noise levels for each noise point within that particular zone. Source: https://mst.dk/service/miljoegis/hent-data/. Level Noise6 over 75 dB 5 70-75 dB4 65-70dB3 60-65 dB2 55-60 dB1 50-60 dB
Copenhagen Outdoor Walk: Hellerup Subject OE204005
Copenhagen Outdoor Walk: Nordhavn Subject OE203005
Copenhagen Outdoor Walk: Nordhavn Subject OE203020
Copenhagen Outdoor Walk: Norrebro Subject OE201020
Copenhagen Outdoor Walk: Norrebro Subject OE201023
Copenhagen Outdoor Walk: Norreport Subject OE202023
Lansing Outdoor Walk: DownTownNatural Subject OE824001
Lansing Outdoor Walk: DownTownUrban Subject OE821001
Lansing Outdoor Walk: DownTownUrban Subject OE823001
Lansing Outdoor Walk: NorthNatural Subject OE971001
Lansing Outdoor Walk: NorthUrban Subject OE971001
Lansing Outdoor Walk: SouthNatural Subject OE933002
Lansing Outdoor Walk: SouthUrban Subject OE109005
Lisbon Outdoor Walk: Agudo Subject OE109031
Lisbon Outdoor Walk: Alfarrobeira Subject OE116031
Lisbon Outdoor Walk: Baixa Subject OE104008
Lisbon Outdoor Walk: Baixa Subject OE104028
Lisbon Outdoor Walk: Baixa Subject OE104051
Lisbon Outdoor Walk: Belem Subject OE101002
Lisbon Outdoor Walk: Belem Subject OE101005
Lisbon Outdoor Walk: Belem Subject OE101007
Lisbon Outdoor Walk: Belem Subject OE101012
Lisbon Outdoor Walk: Belem Subject OE101031
Lisbon Outdoor Walk: Casamoeda Subject OE108031
Lisbon Outdoor Walk: EstrelaB Subject OE121031
Lisbon Outdoor Walk: Estrela Subject OE119003
Lisbon Outdoor Walk: Graça Subject OE105006
Lisbon Outdoor Walk: Graça Subject OE105016
Lisbon Outdoor Walk: Graça Subject OE105056
Lisbon Outdoor Walk: Gulb1 Subject OE107031
Lisbon Outdoor Walk: Gulbenkian Subject OE103035
Lisbon Outdoor Walk: Gulbenkian Subject OE103074
Lisbon Outdoor Walk: Lapa Subject OE102006
Lisbon Outdoor Walk: Lapa Subject OE102015
Lisbon Outdoor Walk: Lapa Subject OE102029
Lisbon Outdoor Walk: Lapa Subject OE102054
Lisbon Outdoor Walk: Luz Subject OE115031
Lisbon Outdoor Walk: Msoares Subject OE110031
Lisbon Outdoor Walk: Oriente Subject OE112031
Lisbon Outdoor Walk: Parque Subject OE106016
Lisbon Outdoor Walk: Prazeres Subject OE122031
London Outdoor Walk: BigBen Subject OE550001
London Outdoor Walk: NottingHill Subject OE309002
London Outdoor Walk: WhiteChapel Subject OE550001
London Outdoor Walk: WhiteChapel Subject OE576003