|
Environmental
|
[Y]
Built-up area
|
%
|
copernicus_built |
|
|
|
Environmental
|
[Y]
Cropland area
|
%
|
copernicus_crop |
|
|
|
Environmental
|
[Y]
Forest area
|
%
|
copernicus_forest |
|
|
|
Environmental
|
[Y]
Herbaceous wetland area
|
%
|
copernicus_herbveg |
|
|
|
Environmental
|
[Y]
Permanent herbaceous wetland area
|
%
|
copernicus_herbwet |
|
|
|
Environmental
|
[Y]
Moss and litchen area
|
%
|
copernicus_moss |
|
|
|
Environmental
|
[Y]
Shrubland area
|
%
|
copernicus_shrub |
|
|
|
Environmental
|
[Y]
Bare and sparse area
|
%
|
copernicus_sparse |
|
|
|
Environmental
|
[Y]
Permanent water bodies area
|
%
|
copernicus_water |
|
|
|
Socioeconomic
|
[Y]
Obesity female population (% of total population)
|
portion / year
|
dhs_bmi_female |
|
|
|
Socioeconomic
|
[Y]
Obesity male population (% of total population)
|
portion / year
|
dhs_bmi_male |
|
|
|
Socioeconomic
|
[Y]
Wealth index (Gini)
|
|
dhs_gini |
|
|
|
Socioeconomic
|
[Y]
Household members average
|
|
dhs_household |
|
|
|
Socioeconomic
|
[Y]
Female population with access to news media at least once a week (% of total population)
|
portion / year
|
dhs_media_female |
|
|
|
Socioeconomic
|
[Y]
Male population with access to news media at least once a week (% of total population)
|
portion / year
|
dhs_media_male |
|
|
|
Health
|
[Y]
Portion of households with at least one insecticide-treated bednet
|
|
dhs_mosnet |
|
|
|
Socioeconomic
|
[Y]
Portion of women with at least secondary education
|
|
dhs_propsecedu_f |
|
|
|
Socioeconomic
|
[Y]
Portion of men with at least secondary education
|
|
dhs_propsecedu_m |
|
|
|
Socioeconomic
|
[Y]
Portion of population with an improved sanitation facility
|
|
dhs_sanimprov |
|
|
|
Socioeconomic
|
[Y]
Portion of population using an improved water source
|
Fraction
|
dhs_waterimprov |
|
|
|
Weather
|
[d]
Precipitation (satellite)
|
mm
|
era5_prcp |
|
|
|
Weather
|
[d]
Temperature average (satellite)
|
ยฐC
|
era5_tavg |
|
|
|
Weather
|
[d]
Temperature maximum (satellite)
|
ยฐC
|
era5_tmax |
|
|
|
Weather
|
[d]
Temperature minimum (satellite)
|
ยฐC
|
era5_tmin |
|
|
|
Animals
|
[Y]
Livestock density Buffalo
|
head/kmยฒ
|
fao_livestock_buffalo |
|
|
|
Animals
|
[Y]
Livestock density Cattle
|
head/kmยฒ
|
fao_livestock_cattle |
|
|
|
Animals
|
[Y]
Livestock density Chicken
|
head/kmยฒ
|
fao_livestock_chicken |
|
|
|
Animals
|
[Y]
Livestock density Goats
|
head/kmยฒ
|
fao_livestock_goat |
|
|
|
Animals
|
[Y]
Livestock density Pigs
|
head/kmยฒ
|
fao_livestock_pig |
|
|
|
Animals
|
[Y]
Livestock density Sheep
|
head/kmยฒ
|
fao_livestock_sheep |
|
|
|
Health
|
[Y]
Health facilities
|
|
healthsitesio_facilities |
|
|
|
Climatic
|
[Y]
Tropical, rainforest climate coverage
|
|
koeppen_af |
|
|
|
Climatic
|
[Y]
Tropical, monsoon climate coverage
|
|
koeppen_am |
|
|
|
Climatic
|
[Y]
Tropical, savannah climate coverage
|
|
koeppen_aw |
|
|
|
Climatic
|
[Y]
Arid, steppe climate coverage
|
|
koeppen_bs |
|
|
|
Climatic
|
[Y]
Arid, desert climate coverage
|
|
koeppen_bw |
|
|
|
Climatic
|
[Y]
Temperate, no dry season climate coverage
|
|
koeppen_cf |
|
|
|
Climatic
|
[Y]
Temperate, dry summer climate coverage
|
|
koeppen_cs |
|
|
|
Climatic
|
[Y]
Temperate, dry winter climate coverage
|
|
koeppen_cw |
|
|
|
Climatic
|
[Y]
Cold, no dry season climate coverage
|
|
koeppen_df |
|
|
|
Climatic
|
[Y]
Cold, dry summer climate coverage
|
|
koeppen_ds |
|
|
|
Climatic
|
[Y]
Cold, dry winter climate coverage
|
|
koeppen_dw |
|
|
|
Climatic
|
[Y]
Polar, frost climate coverage
|
|
koeppen_ef |
|
|
|
Climatic
|
[Y]
Polar, tundra climate coverage
|
|
koeppen_et |
|
|
|
Health
|
[Y]
Dengue cases
|
cases
|
litdata_denv_lim2025 |
|
|
|
Health
|
[Y]
Aedes-borne virus transmission suitability
|
%
|
litmod_dcz_lim2025 |
|
|
|
Health
|
[Y]
Dengue transmission suitability
|
%
|
litmod_denv_lim2025 |
|
|
|
Health
|
[Y]
Travel time to nearest health facility (motorized)
|
minutes
|
malariaatlas_traveltimehc |
|
|
|
Weather
|
[d]
Precipitation (station)
|
mm
|
meteo_prcp |
|
|
|
Weather
|
[d]
Temperature average (station)
|
ยฐC
|
meteo_tavg |
|
|
|
Weather
|
[d]
Temperature maximum (station)
|
ยฐC
|
meteo_tmax |
|
|
|
Weather
|
[d]
Temperature minimum (station)
|
ยฐC
|
meteo_tmin |
|
|
|
Infrastructure
|
[Y]
Airports
|
entities
|
osm_airports |
|
|
|
Infrastructure
|
[Y]
Ports
|
entities
|
osm_ports |
|
|
|
Infrastructure
|
[Y]
Rail
|
boolean
|
osm_rail |
|
|
|
Environmental
|
[Y]
Rivers
|
boolean
|
osm_river |
|
|
|
Infrastructure
|
[Y]
Trunk Roads
|
|
osm_roads_trunk |
|
|
|
Health
|
[Y]
Community health worker per 10,000 population
|
|
who_commhealthwork |
|
|
|
Health
|
[Y]
Hospital beds per 10,000 pop
|
|
who_hospbeddens |
|
|
|
Health
|
[Y]
Nurses and midwifes per 10,000 population
|
individuals / 10.000 population
|
who_nursmidwdens |
|
|
|
Health
|
[Y]
Physicians per 10,000 population
|
individuals / 10.000 population
|
who_physdens |
|
|
|
Environmental
|
[Y]
Elevation
|
m
|
worldpop_elevation |
|
|
|
Demographic
|
[Y]
Population count
|
Population count per area
|
worldpop_popc |
|
|
|
Demographic
|
[Y]
Population density
|
Population count per area
|
worldpop_popd |
|
|