Monitor agriculture

Assess environmental impact of farming

Assess how yields and production are evolving and how agricultural activities are impacting the environment (i.e. the monitoring of farm-produced dust and particulate matter, polluted runoff, etc).

Assess crop damage due to storms

Protect crops from extreme weather events (hailstorms, lightning and extreme temperatures) using early warning systems. Accurately and repeatedly assess current and historic losses for crop insurance, identify the plant growth stage, warning-service loss assessment, food-security, impact.

Assess and monitor crop disease and stress

crop health (disease and stress), crop acreage and yield harvest (inventories / statistics), crop types (extent, growth, health, stress), crop yields

Monitor and forecast specific crop types i.e. predicting certain crop characteristics on a day-by-day basis after a planting date, near-real-time data which helps make day-to-day farming decisions, to assess crop status, and predict how changes in the plant growth stage will affect crop acreage and yield harvest (inventories / statistics), crop types (extent, growth, health, stress), land surface and temperature.  Seasonal forecasts with adaptive decisions such as (choosing crop varieties, crop–grazing balancing, commodity trading and food emergency preparedness, return on investment (nutrients & fertilisation monitoring)).

Detect illegal or undesired crops

Crop planting area monitoring, crop area information acquisition, multi-temporal data and multi-spectral time series are two major aspects for improving crop identification accuracy and illicit crops, estimates, cultivation patterns, hyperspectral thematic crop type mapping.

Monitor water use on crops and horticulture

Monitoring of run-off, improved agricultural water management, overall irrigation, taking into account soil water index, surface soil moisture, map vegetation index, etc.

Monitor forests

Assess deforestation / forest degradation

Assessment and monitoring of forest biomass (above-ground, deforestation, reforestation, afforestation and degradation). Time series analysis of forest loss, disturbance index, carbon emissions, greenhouse gas (GHG) emissions, disturbance, measurement reporting and verification (MRV), Reducing Emissions from Deforestation and Forest Degradation (REDD+).

Assess forest damage due to storms or insects

Assessing and managing damaged timber due to events such as storms, fires, insect damage etc. Elaboration of impact maps including sudden changes in forest stock volume, pest infestations modelling, ice and snow damages, etc.

Assess, monitor & manage onitor forest resources

Mapping forest and classifying forest type/cover change (classification/capacity) such as biomass (diversity, health, height, volume stress, location, extent), tree cover density (canopy coverage) and tree species, tree height and diameter), growth predictions, harvesting analysis (timber volume, inventory, clear cuts, accreditation and certification), forest condition mapping, time series, change detection monitoring of moist, etc.

Detect illegal forest activities

Detect and identify illicit logging, change-detection, forest cover, forest types, biomass, density, etc.

Assess environmental impact of forestry

Assess changes in the forestry and tree line (fragmentation, capacity, location, extent and tree cover density, atmospheric deposition and GHG emissions, transboundary atmospheric pollution, climate change effects on forestry, etc.).

Monitor carbon balance, carbon tracking, global carbon stocks, greenhouse gas emissions from deforestation and forest degradation, land use, land use change and forestry (LULUCF). Support to the UN Framework Convention on Climate Change, REDD+.

Monitor bodies of inland water

Assess and monitor water bodies

Provides qualitative and quantitative information (e.g. time series and/or/of maps) concerning inland water quality, regarding chlorophyll content (algal blooms), suspended matter (turbidity, suspended sediment concentrations), and the water body (surface water extent, water quality, pollution, temperature, volume, level, alkaline water, evaporation, surface temperature) for permanent, ephemeral, inland water bodies.

Water bodies monitoring and assessment, surface water dynamics, wetland ecosystem extent, water quality, ecosystem service mapping (e.g. carbon sequestration, flood regulation).

Assess ground water and run-off

Assess water run-off (water quantity), hydrological network and catchment areas (water catchment), hydrological simulations, run-off season, groundwater, integrated water management, soil moisture as relevant on the threshold runoff response in a small headwater catchment.

Monitor snow & ice

Monitor ice on rivers and lakes

Monitor grounded and floating ice covers on shallow water and lakes (ice cover concentration, extent and phenology, inland ice, ice sheets, thickness, freezing period, melting period, land fast ice, ice/lake extent, snow/ice surface temperature).

Detect changes in glaciers

Long term monitoring of glacial variations especially at the glacier margins and terminus location. Mapping and charting fluctuation, ice caps, landslides, etc. or measuring parameters such as ice thickness, surface ice velocities, and changes in surface elevation over time.

Monitor  & assess snow cover

Monitoring snow cover area extent (depth, temperature), fractional snow cover, snow water equivalent and snow mass.

Assess land ecosystems

Assess land ecosystems and biodiversity

Assessment of the ecosystem condition and pressure mapping of biodiversity with critical habitat maps, monitoring wildlife corridors, linear features (hedges and boundaries), soil moisture, vegetation indices (e.g., normalized difference vegetation index (NDVI), greenness and biomass, leaf area index (LAI), estimation of stem volume, etc.

Assess environmental impact of human activities

Monitoring anthropogenic impact on land resources; LU/LC, productivity, Soil Organic Carbon (SOC), burnt area mapping, Forest & wooded land, Cropland, Pasture (improved grassland), Wetland, Settlements (villages, urban), Cropland/ grazing land management, Long-term cultivated; improved pasture, unimproved pasture, new set aside, old set aside, wetland/paddy, shifting agriculture, abandoned/ degraded, etc.

Monitor land use and land use change

Monitoring Land Use (LU) and Land Cover Change (LC) is the measure available to monitor pressures on terrestrial ecosystems and biodiversity; mapping surface imperviousness, canopy structure phenology, etc., its classification and change detection (accuracy assessment procedures), Land Use, Land Use Change, and Forestry (LULUCF) reporting, land use studies, baseline map, etc.

Monitor and address various impacts of mining and hydrocarbons extraction studying environmental changes like acid mine drainage, illegal surface mining supporting law enforcement and allowing the regulatory agencies helping to avoid or minimize the adverse effects of illegal mining. These activities monitor the progression of disturbance caused by illegal mining, identifying and tracking reclamation sites, and assessing land use and land cover changes. 

Measure land use statistics and land accounting (land administration, baseline map, land use studies and statistics; life populations, human settlement patterns, impact of drought on agricultural production, impact of loss of agricultural land on production, pollution caused by use of fertilizers/ pesticides, threats to wildlife due to habitat destruction, land evaluation for agriculture, areas at risk to land degradation, remedial measures to counter inappropriate land management, soil sealing). Monitoring human–environmental interactions such as landscape changes e.g. land use land cover (LULC), soil and terrain forms, surface hydrology (including shallow lakes, rivers, marshes and swamps) as well as ecological services (conservation), anthropogenic usage and land take (urban planning and management), land accounting and land administration, land use studies and statistics (use, parcels), cadastral.

Measure ground and infrastructure displacements (change detection monitor), surface movement (sand dunes, pipeline routes, corridor status, soil erosion) or landslides and subsidence. 

Detect and map features extraction, near surface features, lithology features, linear disturbance features (faults & discontinuities).

Map seismic (survey, coupling, logistics), gravity-seafloor classification maps, onshore seismic survey operations (hydrocarbon exploration), satellite derived bathymetry products (water depth, water clarity - turbidity).

Monitoring the environmental impacts of mineral resources exploitation (ground surface), illegal activities, recovering abandoned sites, mine waste mapping and monitoring (erosion, land subsistence, biodiversity/habitat loss, destruction & disturbance of ecosystems).

Identify hydrocarbon seeps in soil

Identification of hydrocarbon seepage (oil seeps) detection (near surface geology: faults, fractures, unconformities or carrier beds) as indicators of petroleum charge.

Monitor built environment

Monitor urban areas

Observation, identification, mapping, assessment and monitoring of urban areas and their dynamics at a range of spatial and temporal resolutions. Digital imaging processing methods such basic thresholding, unsupervised classification or products such urban heat island, impervious surfaces, land use change (residential, commercial, other), building density (3D city modelling), high photovoltaic penetration at the urban scale..

Monitor urban surroundings

Understanding human settlements on the outskirts and near rural areas. Mapping and evolution characterization of human interactions (environmental, population and habitat fragmentation, soil sealing and socio-economic) of rural areas and surroundings, urban sprawl, green urban areas.

Monitor green and blue urban areas (in relation to urban form, energy use and carbon emissions). It is about the estimation of urban energy fluxes at a neighbourhood scale (urban energy balance) using land cover, Digital Surface Models (DSM), surface roughness parameters (such as plan area index, frontal area index, roughness length and zero-displacement height), urban ecosystem restoration, urban heat island effect, green corridors, garden monitors.

Monitor construction & buildings

Construction site surveying and progress mapping, comprising surrounding ground as well as displacements of key components of such structures. There is a need for Near Real Time (NRT) data delivery and measuring stress.

Monitor  infrastructure & installations

Assess damage from industrial accidents

Assess structural integrity of the infrastructure, site suitability and vulnerability. Connection with disaster risk reduction (emergency response, recovery, rehabilitation and reconstruction).

Industrial activity assessment, monitoring of functional planning zones, exploit correlation with industrial activity to improve the model of subsurface, site suitability and vulnerability, land cover, infrastructure, dyke monitoring, emergency airport planning, etc.

Map & monitor wind energy (wind farms)

Understand where wind farms can be sited most cost-effectively and monitor and map wind energy fields (design and operation), wind roses, wind speed & direction.

Hydrological network mapping (drainage navigation erosion) including hydropower grid monitoring and resource assessment. Water resource (reservoirs) monitoring, hydrological modelling and flood forecasting and mapping (dams).

Monitor transport networks

Map line of sight visibility (land surface)

Landscape visibility mapping and analysis, including spatial planning, terrain mapping (DTMs), land surface, map transmission and land routes.

Map & monitor transport networks

Transportation systems, interdependencies and industrial progress planning including site, soft ground and network mapping, highway environmental monitoring and assessment, identification of road or track for logistics planning.

Identifying illegal dumping and waste management and disposal for law enforcement. Landfills and dump sites emit large quantities of methane, quantify the emissions from these large sites in a single snapshot (maps) and do it frequently, surface and subsurface soil contamination monitoring, Land use/Land cover (LU/LC) maps which depict the physical characteristics of the surface, dry matter productivity, migration of pollutants and imperviousness land surface are parameters needed for this service.