KPI Documentation
Technical documentation for environmental indicators used in the ILoveNatura platform
181 indicators found
Maps
RGB satellite imagery
RGB satellite imagery
2.00 credits/per_km2rgbDocumentation
Maps
High resolution RGB imagery
High resolution RGB imagery
8.00 credits/per_km2rgb_high_resDocumentation
Maps
Land Surface Temperature
Land Surface Temperature
3.00 credits/per_km2lstDocumentation
Maps
LST annual range
Annual mean of each pixel over the selected period
15.00 credits/per_km2lst_rangeDocumentation
Maps
LST range delta between years
Difference between the annual mean of each pixel in two distinct periods
15.00 credits/per_km2lst_range_deltaDocumentation
Maps
Night Land Surface Temperature
Night Land Surface Temperature
3.00 credits/per_km2night_lstDocumentation
Maps
Urban Thermal Field Variance Index
Urban Thermal Field Variance Index
4.00 credits/per_km2utfviDocumentation
Maps
Normalized Difference Vegetation Index
Normalized Difference Vegetation Index
4.00 credits/per_km2ndviDocumentation
Maps
NDVI annual range
Annual mean of each pixel over the selected period
5.00 credits/per_km2ndvi_rangeDocumentation
Maps
NDVI range delta between years
Difference between the annual mean of each pixel in two distinct periods
6.00 credits/per_km2ndvi_range_deltaDocumentation
Maps
Normalized Difference Water Index
Normalized Difference Water Index
4.00 credits/per_km2ndwiDocumentation
Maps
NDWI annual range
Annual mean of each pixel over the selected period
5.00 credits/per_km2ndwi_rangeDocumentation
Maps
NDWI range delta between years
Difference between the annual mean of each pixel in two distinct periods
6.00 credits/per_km2ndwi_range_deltaDocumentation
Maps
Normalized Difference Moisture Index
Normalized Difference Moisture Index
4.00 credits/per_km2ndmiDocumentation
Maps
NDMI annual range
Annual mean of each pixel over the selected period
5.00 credits/per_km2ndmi_rangeDocumentation
Maps
NDMI range delta between years
Difference between the annual mean of each pixel in two distinct periods
6.00 credits/per_km2ndmi_range_deltaDocumentation
Maps
Artificial light intensity
Artificial light intensity
3.00 credits/per_km2light_pollutionDocumentation
Maps
Light pollution annual range
Annual mean of each pixel over the selected period
4.00 credits/per_km2light_pollution_rangeDocumentation
Maps
Light pollution range delta
Difference between the annual mean of each pixel in two distinct periods
5.00 credits/per_km2light_pollution_range_deltaDocumentation
Maps
Built-up Surface Fraction
Built-up Surface Fraction
3.00 credits/per_km2busfDocumentation
Maps
Population Density
Population Density
3.00 credits/per_km2pdDocumentation
Maps
Aridity
Aridity index based on the ratio of precipitation to evapotranspiration
1.00 credits/per_km2aridityDocumentation
Maps
Hydrogeological flood risk
Hydrogeological flood risk
4.00 credits/per_km2flood_riskDocumentation
Maps
Evapotranspiration
Evapotranspiration
3.00 credits/per_km2etDocumentation
Maps
Degree of Urbanization
Degree of Urbanization
3.00 credits/per_km2duDocumentation
Maps
Protected natural areas
Protected natural areas
0.10 credits/per_km2protected_areasDocumentation
Maps
European ecosystems classification
European ecosystems classification
0.20 credits/per_km2eu_ecosystemsDocumentation
Maps
Wildlife corridors
Wildlife corridors
0.50 credits/per_km2ecological_corridorsDocumentation
Maps
Stepping stone habitats
Stepping stone habitats
0.50 credits/per_km2stepping_zonesDocumentation
Maps
Ecological transition areas
Ecological transition areas
0.50 credits/per_km2transition_areasDocumentation
Maps
Carbon stock overview
Carbon stock overview
6.00 credits/per_km2carbon_stockDocumentation
Maps
Current above-ground biomass carbon
Current above-ground biomass carbon
6.00 credits/per_km2carbon_stock_current_agbDocumentation
Maps
Current below-ground biomass carbon
Current below-ground biomass carbon
6.00 credits/per_km2carbon_stock_current_bgbDocumentation
Maps
Current total biomass carbon
Current total biomass carbon
6.00 credits/per_km2carbon_stock_current_agb_bgbDocumentation
Maps
Current soil organic carbon
Current soil organic carbon
6.00 credits/per_km2carbon_stock_current_socDocumentation
Maps
Current total carbon stock
Current total carbon stock
8.00 credits/per_km2carbon_stock_current_totalDocumentation
Maps
Unrealized AGB carbon potential
Unrealized AGB carbon potential
8.00 credits/per_km2carbon_stock_unrealized_potential_agbDocumentation
Maps
Unrealized BGB carbon potential
Unrealized BGB carbon potential
8.00 credits/per_km2carbon_stock_unrealized_potential_bgbDocumentation
Maps
Unrealized biomass carbon potential
Unrealized biomass carbon potential
8.00 credits/per_km2carbon_stock_unrealized_potential_agb_bgbDocumentation
Maps
Unrealized SOC potential
Unrealized SOC potential
8.00 credits/per_km2carbon_stock_unrealized_potential_socDocumentation
Maps
Unrealized total carbon potential
Unrealized total carbon potential
10.00 credits/per_km2carbon_stock_unrealized_potential_totalDocumentation
Maps
Future unrealized carbon potential
Future unrealized carbon potential
10.00 credits/per_km2carbon_stock_future_unrealized_potentialDocumentation
Maps
Future carbon potential change
Future carbon potential change
10.00 credits/per_km2carbon_stock_future_unrealized_potential_changeDocumentation
Maps
Active fire detection
Active fire detection
3.00 credits/per_km2active_fireDocumentation
Maps
Socioeconomic indicators
Socioeconomic indicators
2.00 credits/per_km2socioeconomicDocumentation
Maps
Harmonized World Soil Database
Harmonized World Soil Database
2.00 credits/per_km2hwsdDocumentation
Maps
Distance to green areas
Distance to green areas
3.00 credits/per_km2distance_to_greenDocumentation
Maps
Distance to small gardens
Distance to small gardens
3.00 credits/per_km2distance_to_small_gardensDocumentation
Maps
Distance to parks
Distance to parks
3.00 credits/per_km2distance_to_parksDocumentation
Maps
Carbon Monoxide
Carbon monoxide (CO) concentration analysis over time
1.00 credits/per_km2carbon_monoxideDocumentation
Maps
Formaldehyde concentration
Formaldehyde concentration
3.00 credits/per_km2formaldehydeDocumentation
Maps
Methane
Methane (CH4) concentration analysis over time
1.00 credits/per_km2methaneDocumentation
Maps
Nitrogen Dioxide
Nitrogen dioxide (NO2) concentration analysis over time
1.00 credits/per_km2nitrogen_dioxideDocumentation
Maps
Ozone
Ozone (O3) concentration analysis over time
1.00 credits/per_km2ozoneDocumentation
Maps
Sulfur dioxide concentration
Sulfur dioxide concentration
3.00 credits/per_km2sulfur_dioxideDocumentation
Maps
UV aerosol index
UV aerosol index
3.00 credits/per_km2uv_aerosol_indexDocumentation
Maps
Fertilizer pollution overview
Fertilizer pollution overview
3.00 credits/per_km2fertilizer_pollutionDocumentation
Maps
Nitrogen fertilizer pollution
Nitrogen fertilizer pollution
3.00 credits/per_km2fertilizer_pollution_nDocumentation
Maps
Phosphorus fertilizer pollution
Phosphorus fertilizer pollution
3.00 credits/per_km2fertilizer_pollution_pDocumentation
Maps
Potassium fertilizer pollution
Potassium fertilizer pollution
3.00 credits/per_km2fertilizer_pollution_kDocumentation
Maps
Toxic metals soil pollution
Toxic metals soil pollution
4.00 credits/per_km2toxic_metals_soil_pollutionDocumentation
Maps
Land Cover Classification
CLC computation prerequisite for biodiversity maps (MSA, PA, NS, NP, FA)
0.10 credits/per_km2clcDocumentation
Maps
Soil impermeability
Soil impermeability
0.10 credits/per_km2impermeabilityDocumentation
Maps
Natural and Agricultural Areas
Natural and Agricultural Areas
0.10 credits/per_km2naaDocumentation
Maps
Spectrum device heatmap
Spectrum device heatmap
spectrum_heatmapDocumentation
Maps
PollyX device heatmap
PollyX device heatmap
pollyx_heatmapDocumentation
Maps
Extreme weather events
Extreme weather events
extreme_eventsDocumentation
Data
Cultural and artistic heritage POIs
Cultural and artistic heritage POIs
artistic_heritageDocumentation
Data
3Bee Oasi ecological features
3Bee Oasi ecological features
threebee_oasiDocumentation
KPI
Aqueduct Water Risk
Water risk assessment using WRI Aqueduct data
5.00 credits/fixedwater_riskDocumentation
KPI
IUCN Red List
Evaluates species presence against IUCN Red List of Threatened Species
5.00 credits/fixedred_listDocumentation
Reports
Biodiversity Report
Full biodiversity report with data aggregation, charts, and AI analysis via Google Docs
5.00 credits/fixedreport_generationDocumentation
AI
AI Comment Generation
AI-powered analysis and commentary on monitoring data using Gemini
3.00 credits/fixedai_commentsDocumentation
Maps
Mean Species Abundance
Mean Species Abundance
10.00 credits/per_km2msaDocumentation
Maps
MSA Climate Change component
MSA Climate Change component
8.00 credits/per_km2msa_ccDocumentation
Maps
MSA Infrastructure component
MSA Infrastructure component
8.00 credits/per_km2msa_iDocumentation
Maps
MSA Fragmentation component
MSA Fragmentation component
8.00 credits/per_km2msa_fDocumentation
Maps
MSA Land Use - Plants
MSA Land Use - Plants
8.00 credits/per_km2msa_lu_plantsDocumentation
Maps
MSA Land Use - Animals
MSA Land Use - Animals
8.00 credits/per_km2msa_lu_animalsDocumentation
Maps
Pollination Abundance
Pollination Abundance
10.00 credits/per_km2paDocumentation
Maps
PA - Soil excavators nesting
PA - Soil excavators nesting
6.00 credits/per_km2pa_ns_soilexcavatorsDocumentation
Maps
PA - Sand excavators nesting
PA - Sand excavators nesting
6.00 credits/per_km2pa_ns_sandexcavatorsDocumentation
Maps
PA - Underground cavities nesting
PA - Underground cavities nesting
6.00 credits/per_km2pa_ns_underground_cavitiesDocumentation
Maps
PA - Wetland cavities nesting
PA - Wetland cavities nesting
6.00 credits/per_km2pa_ns_aboveground_cavities_wetlandDocumentation
Maps
PA - Vegetated cavities nesting
PA - Vegetated cavities nesting
6.00 credits/per_km2pa_ns_aboveground_cavities_vegetatedDocumentation
Maps
PA - Artificial nesting
PA - Artificial nesting
6.00 credits/per_km2pa_ns_artificialDocumentation
Maps
PA - Coastal area nesting
PA - Coastal area nesting
6.00 credits/per_km2pa_ns_coastal_areaDocumentation
Maps
Nesting Sites suitability
Nesting Sites suitability
10.00 credits/per_km2nsDocumentation
Maps
NS - Soil excavators
NS - Soil excavators
6.00 credits/per_km2ns_ns_soilexcavatorsDocumentation
Maps
NS - Sand excavators
NS - Sand excavators
6.00 credits/per_km2ns_ns_sandexcavatorsDocumentation
Maps
NS - Underground cavities
NS - Underground cavities
6.00 credits/per_km2ns_ns_underground_cavitiesDocumentation
Maps
NS - Wetland cavities
NS - Wetland cavities
6.00 credits/per_km2ns_ns_aboveground_cavities_wetlandDocumentation
Maps
NS - Vegetated cavities
NS - Vegetated cavities
6.00 credits/per_km2ns_ns_aboveground_cavities_vegetatedDocumentation
Maps
NS - Artificial nesting
NS - Artificial nesting
6.00 credits/per_km2ns_ns_artificialDocumentation
Maps
NS - Coastal areas
NS - Coastal areas
6.00 credits/per_km2ns_ns_coastal_areaDocumentation
Maps
Nectariferous Potential
Nectariferous Potential
8.00 credits/per_km2npDocumentation
Maps
Flowering Area
Flowering Area
8.00 credits/per_km2faDocumentation
Risks
Climate Change
Change in average temperature compared to the 1950-1970 baseline and increase in extreme event frequency.
0.50 credits/fixedclimate_changeDocumentation
Risks
Wind
Wind speed and direction analysis over time
0.30 credits/fixedwindDocumentation
Risks
Heat Wave
Extended periods of extreme temperatures causing infrastructure strain and productivity loss.
0.30 credits/fixedheat_waveDocumentation
Risks
Cold Wave
Extended periods of extremely low temperatures impacting infrastructure and operations.
0.30 credits/fixedcold_waveDocumentation
Risks
Total Precipitation
Total precipitation (rain + snow) analysis over time
0.50 credits/fixedprecipitationDocumentation
Risks
Precipitation Pattern Change
Long-term change in precipitation patterns impacting land productivity.
2.30 credits/fixedprecipitation_pattern_changeDocumentation
Risks
Wildfire
Risk of wildfires threatening structures, grounds, and air quality.
2.40 credits/fixedfireDocumentation
Risks
Heat Stress
Health and productivity risk from prolonged excessive heat conditions.
0.60 credits/fixedheat_stressDocumentation
Risks
Extreme Heat
Record-breaking temperatures causing infrastructure failures and health risks.
3.10 credits/fixedextreme_heatDocumentation
Risks
Extreme Storm
Violent storms with hurricane-force winds and risk of structural failure.
0.60 credits/fixedextreme_stormDocumentation
Risks
Drought
Prolonged water scarcity with operational restrictions and increased costs.
0.50 credits/fixeddroughtDocumentation
Risks
Desertification
Progressive land degradation with loss of productivity and land value.
0.50 credits/fixeddesertificationDocumentation
Risks
Flood
Risk of flooding with structural damage and operational disruption.
0.50 credits/fixedfloodDocumentation
Risks
Aridity
Long-term drying trend impacting land productivity and increasing water costs.
0.60 credits/fixedrisk_aridityDocumentation
Risks
Water Stress
Imbalance between water demand and supply leading to restrictions and rationing.
1.00 credits/fixedwater_stressDocumentation
Risks
Air Quality
Health risk from air pollution and associated mortality rates.
0.10 credits/fixedair_qualityDocumentation
Risks
Landslide
Risk of slope instability with potential damage to foundations and structures.
2.20 credits/fixedlandslideDocumentation
Risks
Biodiversity Loss
Decline of local ecosystem health impacting ecosystem services like pollination.
2.40 credits/fixedbiodiversity_lossDocumentation
Risks
Earthquake
Seismic risk with potential structural damage ranging from minor to catastrophic.
0.10 credits/fixedearthquakeDocumentation
Risks
Volcanic Eruption
Risk from ash, lahars, and pyroclastic flows with potential destruction.
0.10 credits/fixedvolcanic_eruptionDocumentation
Risks
Rising Ocean Temperature
Sea surface temperature anomalies impacting coastal ecosystems and ocean-dependent operations.
0.50 credits/fixedrising_ocean_temperatureDocumentation
Risks
Sea Level Rise
Recurring high-tide flooding, salinization, and progressive coastal land loss.
0.10 credits/fixedsea_level_riseDocumentation
Risks
Coastal Flooding
Risk of storm surge flooding with structural damage and corrosion.
0.10 credits/fixedcoastal_floodingDocumentation
Risks
Coastal Erosion
Shoreline retreat impacting foundations, infrastructure, and access routes.
0.10 credits/fixedcoastal_erosionDocumentation
Risks
Ocean Acidification
Changes in ocean pH impacting marine ecosystems and ocean-dependent operations.
0.30 credits/fixedocean_acidificationDocumentation
KPI
Historical Temperature
Historical analysis of mean, max and min temperatures over time
1.00 credits/fixedtemperature_historicalDocumentation
KPI
Future Temperature
Climate temperature projections based on SSP scenarios
1.00 credits/fixedtemperature_futureDocumentation
KPI
Rainfall
Rainfall precipitation analysis over time
1.00 credits/fixedrainDocumentation
KPI
Weather Distribution
Distribution of weather codes and atmospheric conditions
1.00 credits/fixedweather_distributionDocumentation
KPI
Cloud Cover
Cloud cover mean analysis over time
1.00 credits/fixedhistorical_cloud_coverDocumentation
KPI
Evapotranspiration
FAO reference evapotranspiration analysis over time
1.00 credits/fixedhistorical_evapotranspirationDocumentation
KPI
Snow
Snowfall precipitation analysis over time
1.00 credits/fixedhistorical_snowfallDocumentation
KPI
Apparent Temperature
Apparent (feels-like) temperature mean, max and min analysis over time
1.00 credits/fixedhistorical_apparent_temperatureDocumentation
KPI
Daylight Duration
Daylight duration analysis over time
1.00 credits/fixedhistorical_daylight_durationDocumentation
KPI
Sunshine Duration
Actual sunshine hours analysis over time
1.00 credits/fixedhistorical_sunshine_durationDocumentation
KPI
Wind Gusts
Wind gusts mean, max and min analysis over time
1.00 credits/fixedhistorical_wind_gustsDocumentation
KPI
Shortwave Radiation
Shortwave solar radiation analysis over time
1.00 credits/fixedhistorical_shortwave_radiationDocumentation
KPI
Dew Point
Dew point mean, max and min analysis over time
1.00 credits/fixedhistorical_dew_pointDocumentation
KPI
Relative Humidity
Relative humidity mean, max and min analysis over time
1.00 credits/fixedhistorical_relative_humidityDocumentation
KPI
Atmospheric Pressure
Atmospheric pressure (MSL) mean, max and min analysis over time
1.00 credits/fixedhistorical_pressureDocumentation
KPI
Wet Bulb Temperature
Wet bulb temperature mean, max and min analysis over time
1.00 credits/fixedhistorical_wet_bulb_temperatureDocumentation
KPI
Soil Moisture
Soil moisture analysis at various depths over time
1.00 credits/fixedhistorical_soil_moistureDocumentation
KPI
Soil Temperature
Soil temperature analysis at various depths over time
1.00 credits/fixedhistorical_soil_temperatureDocumentation
KPI
River Discharge
River discharge analysis over time
1.00 credits/fixedriver_dischargeDocumentation
KPI
PM10
PM10 particulate matter analysis over time
1.00 credits/fixedpm10Documentation
KPI
PM2.5
PM2.5 fine particulate matter analysis over time
1.00 credits/fixedpm2_5Documentation
KPI
Carbon Dioxide
Carbon dioxide (CO2) concentration analysis over time
1.00 credits/fixedcarbon_dioxideDocumentation
KPI
Sulphur Dioxide
Sulphur dioxide (SO2) concentration analysis over time
1.00 credits/fixedsulphur_dioxideDocumentation
KPI
Aerosol Optical Depth
Aerosol optical depth (AOD) analysis over time
1.00 credits/fixedaerosol_optical_depthDocumentation
KPI
Dust
Dust concentration analysis over time
1.00 credits/fixeddustDocumentation
KPI
UV Index
Ultraviolet radiation index analysis over time
1.00 credits/fixeduv_indexDocumentation
KPI
UV Index Clear Sky
UV index under clear sky conditions analysis over time
1.00 credits/fixeduv_index_clear_skyDocumentation
KPI
European Air Quality Index
European Air Quality Index (EAQI) analysis over time
1.00 credits/fixedeuropean_aqiDocumentation
KPI
US Air Quality Index
US Air Quality Index (US AQI) analysis over time
1.00 credits/fixedus_aqiDocumentation
KPI
Landslides
Landslide and erosion risk assessment based on past events
1.00 credits/fixedlandslidesDocumentation
KPI
Distances
Distances from geographical features and urban centres
1.00 credits/fixeddistancesDocumentation
KPI
Protected Areas Index
KPI based on proximity and coverage of protected areas
protected_areas_indexDocumentation
KPI
Historical Precipitations
Historical analysis of total, mean and max precipitations over time
1.00 credits/fixedprecipitation_historicalDocumentation
KPI
Future Precipitations
Climate precipitations projections based on SSP scenarios
1.00 credits/fixedprecipitation_futureDocumentation
KPI
Annual Wind
Wind speed and direction analysis for the year
1.00 credits/fixedwind_yearDocumentation
KPI
Historical Temperature
Historical analysis of mean, max and min temperatures over time
1.00 credits/fixedhistorical_temperatureDocumentation
KPI
Historical Precipitations
Historical analysis of total precipitations over time
1.00 credits/fixedhistorical_precipitationDocumentation
KPI
Historical Rainfall
Historical rainfall precipitation analysis over time
1.00 credits/fixedhistorical_rainDocumentation
KPI
Historical Wind Speed
Historical wind speed mean, max and min analysis over time
1.00 credits/fixedhistorical_wind_speedDocumentation
KPI
Historical Soil Moisture (0-7 cm)
Historical soil moisture analysis at 0-7 cm depth
1.00 credits/fixedhistorical_soil_moisture_0_to_7cmDocumentation
KPI
Historical Soil Moisture (7-28 cm)
Historical soil moisture analysis at 7-28 cm depth
1.00 credits/fixedhistorical_soil_moisture_7_to_28cmDocumentation
KPI
Historical Soil Moisture (28-100 cm)
Historical soil moisture analysis at 28-100 cm depth
1.00 credits/fixedhistorical_soil_moisture_28_to_100cmDocumentation
KPI
Historical Soil Moisture (0-100 cm)
Historical soil moisture analysis at 0-100 cm depth
1.00 credits/fixedhistorical_soil_moisture_0_to_100cmDocumentation
KPI
Historical Soil Temperature (0-7 cm)
Historical soil temperature analysis at 0-7 cm depth
1.00 credits/fixedhistorical_soil_temperature_0_to_7cmDocumentation
KPI
Historical Soil Temperature (7-28 cm)
Historical soil temperature analysis at 7-28 cm depth
1.00 credits/fixedhistorical_soil_temperature_7_to_28cmDocumentation
KPI
Historical Soil Temperature (28-100 cm)
Historical soil temperature analysis at 28-100 cm depth
1.00 credits/fixedhistorical_soil_temperature_28_to_100cmDocumentation
KPI
Historical Soil Temperature (0-100 cm)
Historical soil temperature analysis at 0-100 cm depth
1.00 credits/fixedhistorical_soil_temperature_0_to_100cmDocumentation
KPI
Future Temperature
Climate projections of mean, max and min temperature
1.00 credits/fixedfuture_temperatureDocumentation
KPI
Future Precipitations
Climate projections of total precipitations
1.00 credits/fixedfuture_precipitationDocumentation
KPI
Future Rainfall
Climate projections of rainfall precipitation
1.00 credits/fixedfuture_rainDocumentation
KPI
Future Snowfall
Climate projections of snowfall precipitation
1.00 credits/fixedfuture_snowfallDocumentation
KPI
Future Wind Speed
Climate projections of mean and max wind speed
1.00 credits/fixedfuture_wind_speedDocumentation
KPI
Future Shortwave Radiation
Climate projections of shortwave solar radiation
1.00 credits/fixedfuture_shortwave_radiationDocumentation
KPI
Future Evapotranspiration
Climate projections of FAO reference evapotranspiration
1.00 credits/fixedfuture_evapotranspirationDocumentation
KPI
Future Cloud Cover
Climate projections of mean cloud cover
1.00 credits/fixedfuture_cloud_coverDocumentation
KPI
Future Dew Point
Climate projections of mean, max and min dew point
1.00 credits/fixedfuture_dew_pointDocumentation
KPI
Future Relative Humidity
Climate projections of mean, max and min relative humidity
1.00 credits/fixedfuture_relative_humidityDocumentation
KPI
Future Atmospheric Pressure
Climate projections of mean atmospheric pressure
1.00 credits/fixedfuture_pressureDocumentation
KPI
Future Soil Moisture
Climate projections of soil moisture at 0-10 cm depth
1.00 credits/fixedfuture_soil_moistureDocumentation