CEOS EO HANDBOOK – MEASUREMENT INSTRUMENTS
Measurements > Land >
Multi-purpose imagery (land) >
Land surface imagery


Measurement Definition*: Level-1 product (not a geophysical parameter). High-resolution imagery covering wavelengths in the range 0.4-1 µm (cloud-affected) or 1-10 GHz (SAR, all-weather) - Accuracy expressed as Modulation Transfer Function (MTF) at the Nyquist spatial wavelength (twice the resolution). Actually [ MTF-1 ] is used, so that smaller figures correspond to better performance, as usual.
InstrumentStatus/
Accuracy
Instrument DescriptionMeasurement TechnologyTimeline
AEISS
Advanced Electronic Image Scanning System
Operational
High resolution imager for land applications of cartography and disaster monitoring.High resolution optical imager
AEISS-A
Advanced Electronic Image Scanning System-A
Operational
High resolution imager for land applications of cartography and disaster monitoring.High resolution optical imager
AGRI
Advanced Geosynchronous Radiation Imager
Operational
A multiple channel radiation imager, one of the primary instruments aboard FY-4. Technically featured by a precisely designed two-mirror structure, capable of accurate and flexible sensing in two dimensions, and minute-level fast sector scanning. Frequent Earth imaging over 14 bands with off-axis three reflections of the primary optic system. On-board black body available for IR calibrations at very short time intervals.Multi-purpose imaging Vis/IR radiometer
AMI
Advanced Meteorological Imager
Operational
Continuous monitoring capability for the near real-time generation of high-resolution meteorological products and long-term change analysis of land/sea surface temperature and cloud coverage.Multi-purpose imaging Vis/IR radiometer
ASTER
Advanced Spaceborne Thermal Emission and Reflection Radiometer
Operational
Surface and cloud imaging with high spatial resolution, stereoscopic observation of local topography, cloud heights, volcanic plumes, and generation of local surface digital elevation maps. Surface temperature and emissivity. ASTER SWIR detectors are no longer functioning due to anomalously high SWIR detector temperatures. ASTER SWIR data acquired since April 2008 are not useable, and show saturation of values and severe striping. All attempts to bring the SWIR bands back to life have failed, and no further action is envisioned.High resolution optical imager
AVHRR/3
Advanced Very High Resolution Radiometer/3
Operational
Measurements of land and sea surface temperature, cloud cover, snow and ice cover, soil moisture and vegetation indices. Data also used for volcanic eruption monitoring.Multi-purpose imaging Vis/IR radiometer
AWiFS
Advanced Wide Field Sensor
Operational
Vegetation and crop monitoring, resource assessment (regional scale), forest mapping, land cover/ land use mapping, and change detection.Multi-purpose imaging Vis/IR radiometer
C-Band SAR
C-Band Synthetic Aperture Radar
Operational
Marine core services, land monitoring and emergency services. Monitoring sea ice zones and arctic environment. Surveillance of marine environment, monitoring land surface motion risks, mapping of land surfaces (forest, water and soil, agriculture), mapping in support of humanitarian aid in crisis situations.Imaging radar (SAR)
COSI
Corea SAR Instrument
Operational
SAR for land applications of cartography and disaster monitoring.Imaging radar (SAR)
C-SAR
C-Band Synthetic Aperture Radar
Operational
Earth resources, environmental monitoring, land use, urban studies.Imaging radar (SAR)
CSG SAR
COSMO-SkyMed di Seconda Generazione SAR
Operational
All-weather images of ocean, land and ice for monitoring of land surface processes, ice, environmental monitoring, risk management, environmental resources, maritime management, Earth topographic mapping.Imaging radar (SAR)
CZI
Coastal Zone Imager
Operational
Imagery of coastal regions - estuaries, tidal regions, etc.Multi-purpose imaging Vis/IR radiometer
Geoton-L1 (2)
Geoton-L1
Operational
Multispectral images of land surfaces and Oceans.High resolution optical imager
High Resolution Optical Sensor (CAS500-1)
High Resolution Optical Sensor (CAS500-1)
Operational
Cartography, land use and planningHigh resolution optical imager
HiRAIS
High-Resolution Advanced Imaging System
Operational
Biomass, FAPAR, fraction of vegetated land, land cover, LAI, NDVI, vegetation type.High resolution optical imager
HiRI
High-Resolution Imager
Operational
Cartography, land use, risk, agriculture and forestry, civil planning and mapping, digital terrain models, defence.High resolution optical imager
HRMX
High Resolution Multi Spectral
Operational
For crops and vegetation dynamics, natural resources census, disaster management and large scale mapping of themes.High resolution optical imager
HSI
Hyperspectral Imager
Operational
Detailed monitoring and characterization of rock and soil targets, vegetation, inland and coastal waters on a global scale.High resolution optical imager
HSI-2 (HJ-2A)
Hyper Spectrum Imager 2
Operational
Hyperspectral measurements for environment and disaster management operations.Multi-purpose imaging Vis/IR radiometer
HYC
HYperspectral Camera
Operational
Hyperspectral data for complex land ecosystem studies.n/a
IRMSS-2 (HJ-2)
Infrared Multispectral Scanner - 2
Operational
Infrared measurements for environment and natural disaster monitoring.Multi-purpose imaging Vis/IR radiometer
IRS
Thermal and Multispectral Scanner
Operational
Earth resources, environmental monitoring, land use.n/a
KHCS
KhalifaSat Camera System
Operational
Biomass, FAPAR, fraction of vegetated land, land cover, LAI, NDVI, vegetation type.High resolution optical imager
KMSS
Multispectral Imager (VIS) system
Operational
Multispectral images of land & sea surfaces and ice cover.Multi-purpose imaging Vis/IR radiometer
KShMSA-VR
High resolution wide capture multispectral optical sensor
Operational
Land surface and ocean monitoringMulti-purpose imaging Vis/IR radiometer
LISS-III (Resourcesat)
Linear Imaging Self Scanner - III (Resourcesat)
Operational
Data used for vegetation type assessment, resource assessment, crop stress detection, crop production forecasting, forestry, land use and land cover change.High resolution optical imager
LISS-IV
Linear Imaging Self Scanner - IV
Operational
Vegetation monitoring, improved crop discrimination, crop yield, disaster monitoring and rapid assessment of natural resources.High resolution optical imager
MBEI
Multi-Band Earth Imager
Operational
Multispectral scanner images of land surface.High resolution optical imager
MIRS
Middle IR Scanner
Operational
Scanner images of land surface in middle infra-red range.Multi-purpose imaging Vis/IR radiometer
MODIS
MODerate-Resolution Imaging Spectroradiometer
Operational
Data on biological and physical processes on the surface of the Earth and in the lower atmosphere, and on global dynamics. Surface temperatures of land and ocean, chlorophyll fluorescence, land cover measurements, cloud cover (day and night).n/a
MS
Multispectral Imager
Operational
Vegetation and land cover, land cover change.Multi-purpose imaging Vis/IR radiometer
MSC
Multi-Spectral Camera
Operational
High resolution imager for land applications of cartography and disaster monitoring.High resolution optical imager
MSI (BJ-2)
Multispectral Imager
Operational
SSTL-300 S1 Imager also known as VHRI 100 (Very High Resolution Imager 100).High resolution optical imager
MSI (Sentinel-2)
Multi-Spectral Instrument (Sentinel-2)
Operational
Optical high spatial resolution imagery over land and coastal areas for Copernicus operational services.High resolution optical imager
MSS
Multispectral imaging system
Operational
Multispectral images of land & sea surfaces and ice cover.High resolution optical imager
MSU-MR
Low-resolution multispectral scanning imager-radiometer
Operational
Parameters of clouds, snow, ice and land cover, vegetation, surface temperature, fire detection.Multi-purpose imaging Vis/IR radiometer
MUX (CBERS-4)
Multispectral CCD Camera
Operational
Agriculture; Forestry; Geology; Natural disaster management; Cartography; Environment monitoring; Fire detection, localization and counting; Hydrology, coastal water mapping; Land use; Surveillance and law enforcementHigh resolution optical imager
MUX (CBERS-4A)
Multispectral CCD Camera
Operational
Agriculture; Forestry; Geology; Natural disaster management; Cartography; Environment monitoring; Fire detection, localization and counting; Hydrology, coastal water mapping; Land use; Surveillance and law enforcementMulti-purpose imaging Vis/IR radiometer
MUX (GF-1)
Multispectral CCD Camera
Operational
Earth resources, environmental monitoring, land use.High resolution optical imager
MUX (GF-2)
Multispectral CCD Camera
Operational
Earth resources, environmental monitoring, land use.High resolution optical imager
MUX (ZY-3-02)
Multispectral CCD Camera
Operational
Earth resources, environmental monitoring, land use.High resolution optical imager
MVIRS
Moderate Resolution Visible and Infrared Imaging Spectroradiometer
Operational
Measures surface temperature and cloud and ice cover. Used for snow and flood monitoring and surface temperature.Multi-purpose imaging Vis/IR radiometer
MWIR (GF-4)
Medium Wavelength Infrared Camera
Operational
Infrared measurements for environmental and natural disaster monitoring.Multi-purpose imaging Vis/IR radiometer
MX (Cartosat-3)
Multispectral VNIR
Operational
High resolution land observation and cartography High resolution optical imager
NAOMI (MS)
New Astrosat Optical Modular Imager (MS)
Operational
NAOMI - MS (2m GSD, 10.3km Swath) is a TMA opto-mechanical instrument employing 24-stage TDI scanning. Data is used for various applications including cartography, land use planning and management, national security, etc.High resolution optical imager
NAOMI (PAN)
New Astrosat Optical Modular Imager (PAN)
Operational
NAOMI - PAN (0.5m GSD, 10.3km Swath) is a TMA opto-mechanical instrument employing a line scanning technique. Data is used for various applications including cartography, land use planning and management, national security, etc.High resolution optical imager
NigeriaSat 2 Remote Sensing (Med and High Res)
NigeriaSat 2 Remote Sensing (Med and High Res)
Operational
High resolution images for monitoring of land surface and coastal processes and for agricultural, geological and hydrological applications.High resolution optical imager
NigeriaSat X Remote Sensing (Medium Resolution)
NigeriaSat X Remote Sensing (Medium Resolution)
Operational
High resolution images for monitoring of land surface and coastal processes and for agricultural, geological and hydrological applications.High resolution optical imager
OLCI
Ocean and Land Colour Imager
Operational
Marine and land services.n/a
OLI
Operational Land Imager
Operational
Measures surface radiance, land cover state, and change (e.g., vegetation type). Used as multi-purpose imagery for land applications.High resolution optical imager
OLI-2
Operational Land Imager 2
Operational
Measures surface radiance, land cover state, and change (e.g., vegetation type). Used as multi-purpose imagery for land applications.High resolution optical imager
PALSAR-2
Phased Array type L-band Synthetic Aperture Radar-2
Operational
Disaster monitoring, land monitoring, agricultural monitoring, natural resource exploration, global forest monitoring, potential use and interferometry.Imaging radar (SAR)
PAN (BJ-2)
Panchromatic Imager
Operational
SSTL-300 S1 Imager also known as VHRI 100 (Very High Resolution Imager 100).High resolution optical imager
PAN (Cartosat-2A/2B)
Panchromatic Camera
Operational
High resolution stereo images for large scale (better than 1:0000) mapping applications, urban applications, GIS ingest.High resolution optical imager
PAN (Cartosat-3)
Panchromatic sensor
Operational
High resolution images for study of topography, urban areas, development of DTM, run-off models etc. Urban sprawl, forest cover/timber volume, land use change.High resolution optical imager
PAN (CBERS-4)
Panchromatic and Multispectral Imager
Operational
Agriculture; Forestry; Geology; Natural disaster management; Cartography; Environment monitoring; Fire detection, localization and counting; Hydrology, coastal water mapping; Land use; Surveillance and law enforcementHigh resolution optical imager
PAN (GF-1)
Panchromatic and multispectral imager
Operational
Earth resources, environmental monitoring, land use, urban studies.High resolution optical imager
PAN (GF-2)
Panchromatic and multispectral imager
Operational
Earth resources, environmental monitoring, land use, urban studies.High resolution optical imager
PAN (ZY Series)
Panchromatic and multispectral imager
Operational
Earth resources, environmental monitoring, land useHigh resolution optical imager
Paz SAR-X
X Band Synthetic Aperture Radar
Operational
High resolution X-band radar for security, land use, urban management, environmental monitoring, risk management. Different acquisition modes: Spotlight (5 x 5-10 km SSD =<1 m), Scansar (100 x 100 km, SSD <=15 m); Stripmode (strips of 30 x 30 km with SSD 3 m).Imaging radar (SAR)
Pelican
Planet Pelican Instrument
Operational
Very high resolution sensor which will replenish and improve upon the capabilities of the existing SkySat instruments.High resolution optical imager
PSS
Panchromatic imaging system
Operational
Panchromatic data for environmental monitoring, agriculture and forestry.High resolution optical imager
SAR (RADARSAT-2)
Synthetic Aperture Radar (SAR) C band
Operational
All-weather images of ocean, ice and land surfaces. Used for monitoring of coastal zones, polar ice, sea ice, sea state, geological features, vegetation and land surface processes.Imaging radar (SAR)
SAR (RCM)
Synthetic Aperture Radar (SAR) C band
Operational
All-weather, C-band data to support ecosystem monitoring, maritime surveillance and disaster management.Imaging radar (SAR)
SAR (RISAT)
Synthetic Aperature Radiometer (RISAT)
Operational
Radar backscatter measurements of land, water and ocean surfaces for applications in soil moisture, crop applications (under cloud cover), terrain mapping, etc.Imaging radar (SAR)
SAR 2000
Synthetic Aperture Radar - 2000
Operational
All-weather images of ocean, land and ice for monitoring of land surface processes, ice, environmental monitoring, risk management, environmental resources, maritime management, Earth topographic mapping.Imaging radar (SAR)
SAR-L
L-Band Synthetic Aperture Radar
Operational
Land, ocean, emergencies, soil moisture, interferometry, others.Imaging radar (SAR)
S-band SAR
S-band SAR
Operational
SAR imagery for a range of applications including agriculture, maritime and forestryImaging radar (SAR)
SGLI
Second-generation Global Imager
Operational
Medium resolution multi-spectral imaging of land, ocean and atmosphere. SGLI-VNR is an optical sensor capable of multi-channel nadir observation at wavelengths from near-UV to NIR and forward or backward polarization observation at red and near infrared wavelengths (Push-broom scanning). SGLI-IRS is an optical sensor capable of multi-channel nadir observation at wavelengths from SWIR to TIR wavelengths (Cross-track scanning).n/a
SLIM-6-22
Surrey Linear Imager - 6 channel - 22m resolution
Operational
Visible and NIR imagery in support of disaster management - part of the Disaster Management constellation.High resolution optical imager
TOP (MS)
THEOS Optical Payload (MS)
Operational
THEOS Optical Payload - MS (15m GSD, 90km Swath) is a refractive instrument employing a line scanning tehchnique. Data is used for various applications including cartography, land use planning and management, national security, etc.High resolution optical imager
TOP (PAN)
THEOS Optical Payload (PAN)
Operational
THEOS Optical Payload - PAN (2m GSD, 22km Swath) is a cassegrain type opto-mechanical instrument employing a line scanning technique. Data is used for various applications including cartography, land use planning and management, national security, etc.High resolution optical imager
VIIRS
Visible/Infrared Imager Radiometer Suite
Operational
Global observations of land, ocean, and atmosphere parameters: cloud/weather imagery, sea-surface temperature, ocean colour, land surface vegetation indices.Multi-purpose imaging Vis/IR radiometer
VIRR
Multispectral Visible and Infra-red Scan Radiometer (10 channels)
Operational
Multispectral Visible and Infra-red Scan Radiometer.Multi-purpose imaging Vis/IR radiometer
VISSR-2
Stretched Visible and Infrared Spin Scan Radiometer-2
Operational
Meteorological.Multi-purpose imaging Vis/IR radiometer
VNIR (GF-4)
Visible and Near-Infrared Camera
Operational
Infrared measurements for environmental and natural disaster monitoring.Multi-purpose imaging Vis/IR radiometer
VSC
Venus Superspectral Camera
Operational
High resolution superspectral images (12 spectral bands) for vegetation and landcover applications.High resolution optical imager
WFI (Amazonia-1)
Wide Field Imager (Amazonia-1)
Operational
Used for fire extent detection measurement, coastal and vegetation monitoring, land cover and land use mapping. WFI (Amazonia-1) is the same instrument as WFI (CBERS), however due to differences in orbital altitude, they have different spatial resolutionMulti-purpose imaging Vis/IR radiometer
WFI (CBERS-4)
Wide Field Imager (CBERS)
Operational
Earth resources, environmental monitoring, land use. WFI (Amazonia-1) is the same instrument as WFI (CBERS), however due to differences in orbital altitude, they have different spatial resolutions.Multi-purpose imaging Vis/IR radiometer
WFI (CBERS-4A)
Wide Field Imager
Operational
Agriculture; Forestry; Geology; Natural disaster management; Cartography; Environment monitoring; Fire detection, localization and counting; Hydrology, coastal water mapping; Land use; Surveillance and law enforcementMulti-purpose imaging Vis/IR radiometer
WFV
Wide Field View
Operational
Earth resources, environmental monitoring, land use.Multi-purpose imaging Vis/IR radiometer
WPM
Wide Swath Panchromatic and Multispectral Camera
Operational
Agriculture; Forestry; Geology; Natural disaster management; Cartography; Environment monitoring; Fire detection, localization and counting; Hydrology, coastal water mapping; Land use; Surveillance and law enforcementHigh resolution optical imager
WSAR
WSAR
Operational
High resolution radar measurements of land and ocean features.Imaging radar (SAR)
WVC-2
Wide View CCD camera - 2
Operational
Multispectral measurements of Earth's surface for natural enviroment and disaster applications.Multi-purpose imaging Vis/IR radiometer
X-Band SAR
X-Band Synthetic Aperture Radar
Operational
High resolution images for monitoring of land surface and coastal processes and for agricultural, geological and hydrological applications.Imaging radar (SAR)
AEISS-HR
Advanced Electronic Image Scanning System-High Resolution
Being developed
High resolution imager for land applications of cartography and disaster monitoringHigh resolution optical imager
AEISS-HR-A
Advanced Electronic Image Scanning System-High Resolution-A
Being developed
High resolution imager for land applications of cartography and disaster monitoringHigh resolution optical imager
ALISS III
Advanced LISS III
Being developed
For crops and vegetation dynamics, natural resources census, disaster management and large scale mapping of themes.High resolution optical imager
AMSI
Advanced Multi-Spectral Instrument
Being developed
Optical high spatial resolution imagery over land and coastal areas for Copernicus operational services.High resolution optical imager
AOLCI
Advanced Ocean and Land Colour Imager
Being developed
Visible and near-infrared hyperspectral radiometer supporting a wide range of Marine, Land, Atmosphere and Climate Services. Provides enhanced continutity of ocean colour and land colour measurements from OLCI and enhanced synergy with ASLSTRn/a
APAN
Advanced PAN
Being developed
High-resolution images for the study of topography, urban areas, development of DTM, run-off models etc., urban sprawl, forest cover/timber volume, land use change.High resolution optical imager
ASLSTR
Advanced Sea and Land Surface Temperature Radiometer
Being developed
Dual-view conical scanner with channels in the VIS, NIR SWIR TIR, supporting a wide range of Marine, Land, Atmosphere and Climate Services. Provides enhanced continutity of SST and LST measurements from SLSTR and enhanced synergy with AOLCIMulti-purpose imaging Vis/IR radiometer
CERIA Camera
CERIA Camera (True Color)
Being developed
THEOS-2 Small Satellite's optical payload consists of RGB bayer type sensors (5.9km x 5.9km). Data is used for general monitoring and disasters.High resolution optical imager
CWFMS
Canadian Wildland Fire Monitoring Sensor
Being developed
Measurements are: Fire Radiative Power (FRP), hotspot locations, rate of spread, burned area mapping. Data products generated: 1) Fire maps, showing location, extent, and timing of forest fire events; 2) Fire characteristics, such as fire line intensity, rate of spread and fuel consumption; 3) Plume dynamics through smoke transport maps and plume heights; 4) Mass of carbon released into atmosphere.Multi-purpose imaging Vis/IR radiometer
HYC2
HYperspectral Camera 2
Being developed
Hyperspectral data for complex land ecosystem studies.n/a
LISS-V
Linear Imaging Self Scanner-V
Being developed
Vegetation monitoring, improved crop discrimination, crop yield, disaster monitoring and rapid assessment of natural resources.High resolution optical imager
METimage
Multi Spectral Imager
Being developed
Operational multi spectral imager for meteorological EPS-SG VIS/IR Imaging Mission (VII): imagery data for global and regional NWP, NWC, and climate monitoring with information on LST, SST, clouds coverage, height and micro-physics, land surfaces (vegetation, snow/ice, fire), water vapour column, aerosol and atmospheric motion vectors. Provides collocated cloud mask, height & characterisation as well as intra-pixel heterogeneity to other EPS-SG missions (with larger footprint).Multi-purpose imaging Vis/IR radiometer
Optical Instrument (CO3D)
Optical Instrument (CO3D)
Being developed
Will provide global Digital Surface Models of landmasses between +- 70° latitudes with a resolution of 1 m and in 3D.High resolution optical imager
PALSAR-3
Phased Array type L-band Synthetic Aperture Radar-3
Being developed
Disaster monitoring, land monitoring, agricultural monitoring, natural resource exploration, global forest monitoring, potential use and interferometry.Imaging radar (SAR)
SAR (KOMPSAT-6)
SAR (KOMPSAT-6)
Being developed
High resolution radar for land applications of cartography and disaster monitoringImaging radar (SAR)
SBG VSWIR Instrument
Visible and Short-Wave Infrared (VSWIR) Instrument
Being developed
Imaging spectrometer to provide information on terrestrial and aquatic ecosystems, hydrology, weather, climate, and solid Earth.n/a
VIREO on SBG-TIR
Visible and Near-Infrared Camera on SBG-TIR
Being developed
Observations will be used for geolocation and to produce retrieved estimates of the Normalized Difference Vegetation Index (NDVI).Multi-purpose imaging Vis/IR radiometer
CAR
High Resolution Camera
Approved
Panchromatic and multispectral (Vis/IR) measurements with high spatial resolution, with stereo capability for DEM generation. Applications in emergencies in general, agriculture, land use/land cover, change detection, urban environment, cartography, topography.High resolution optical imager
High Resolution Optical Sensor (CAS500-2)
High Resolution Optical Sensor (CAS500-2)
Approved
Cartography, land use and planningHigh resolution optical imager
MSI (Atlantic Constellation PF)
Multi-spectral imager (Atlantic Constellation Pathfinder)
Approved
Multi-purpose optical imagery. Demonstrate the key technologies asociated with the project such as enhanced AI processesing and inter satellite links allowing tasking even when not above a ground station.Multi-purpose imaging Vis/IR radiometer
OEK VR
Multispectral optoelectronic high resolution module
Approved
Multispectral images of land surfaces and Oceans.High resolution optical imager
Advanced KMSS
Advanced Multispectral Imager (VIS)
Proposed
Multispectral images of land & sea surfaces and ice cover.Multi-purpose imaging Vis/IR radiometer
Advanced MSU-MR
Advanced Multispectral scanning imager-radiometer
Proposed
Parameters of clouds, snow, ice and land cover, vegetation, surface temperature, fire detection.Multi-purpose imaging Vis/IR radiometer
BIK-SD 1
High resolution wide capture multispectral infraredoptical sensor
Proposed
Provides a simultaneous taking of images of an object in several spectral bands of thermal range with detection and registration of land-based, subsurface-based and space-based objects.Multi-purpose imaging Vis/IR radiometer
LandIS
Landsat Next Instrument Suite
Proposed
Measures surface radiance, land cover state and change (e.g., vegetation type), and longwave termal infrared surface emittance. Used as multi-purpose imagery for land applications.High resolution optical imager
L-Band SAR
L-Band Synthetic Aperture Radar
Proposed
Global observation of dynamic processes in the bio-, cryo-, geo- and hydrosphere.Imaging radar (SAR)
X-Band SAR
TerraSAR-FOX
Proposed
SAR images for monitoring of land surface and coastal processes.n/a
* Description adapted from WMO.