Module 1

Satellite Systems

A comprehensive survey of Earth observation satellite platforms, from open-access missions to commercial constellations

Copernicus Sentinel Constellation

The European Space Agency's Copernicus programme operates the Sentinel family of satellites, providing free and open data for environmental monitoring. Each mission targets a specific observation domain.

Sentinel-1 (SAR)

Instrument

C-band SAR (5.405 GHz)

Revisit Time

6 days (constellation) / 12 days (single)

Resolution (IW mode)

5 x 20 m (range x azimuth)

Swath Width

250 km (IW mode)

Polarization

VV, VH (dual-pol) or HH, HV

Key Applications

InSAR, flood mapping, sea ice, ship detection

Sentinel-1A launched April 2014, Sentinel-1B December 2021 (failed August 2022). Sentinel-1C launched December 2024 to restore the constellation. All-weather, day-and-night imaging capability makes SAR essential for operational monitoring.

Sentinel-2 (MSI)

Instrument

Multi-Spectral Instrument (MSI), 13 bands

Revisit Time

5 days (constellation) / 10 days (single)

Resolution

10 m (VNIR), 20 m (red edge/SWIR), 60 m (atm.)

Swath Width

290 km

Spectral Range

443 nm - 2190 nm (VNIR + SWIR)

Key Applications

NDVI, LULC, agriculture, water quality

Sentinel-2 is the workhorse of optical EO. Its 13 spectral bands include 4 red-edge bands (B5-B7, B8a) specifically designed for vegetation monitoring. Level-2A products include bottom-of-atmosphere (BOA) reflectance with the Sen2Cor processor.

Sentinel-3 (OLCI / SLSTR / SRAL)

Instruments

OLCI (21 bands), SLSTR (9+2 bands), SRAL

Revisit Time

<2 days (constellation)

Resolution

300 m (OLCI), 500 m-1 km (SLSTR)

Swath Width

1270 km (OLCI), 1420 km (SLSTR)

Orbit

Sun-synchronous, 814 km altitude

Key Applications

SST, ocean color, fire detection, altimetry

Sentinel-3 provides global, medium-resolution coverage optimized for ocean and land surface monitoring. SLSTR fire channels operate at 1 km resolution in both day and night. SRAL radar altimeter measures sea surface height.

Sentinel-5P (TROPOMI)

Instrument

TROPOMI (UV-VIS-NIR-SWIR spectrometer)

Revisit Time

~1 day (near-global daily coverage)

Resolution

5.5 x 3.5 km (upgraded from 7 x 3.5 km)

Swath Width

2600 km

Species Measured

NO2, O3, SO2, CO, CH4, HCHO, aerosols

Key Applications

Air quality, GHG monitoring, ozone layer

Sentinel-5P is the first Copernicus mission dedicated to atmospheric composition monitoring. TROPOMI measures trace gases with unprecedented spatial resolution, enabling city-level air quality assessment and methane leak detection.

Landsat 8 & 9 (USGS/NASA)

The Landsat program provides the longest continuous space-based record of Earth's land surface, spanning over 50 years since Landsat 1 (1972). Landsat 8 and 9 form the current operational pair.

Landsat 8 (2013)

  • OLI: 9 bands, 30 m (15 m pan), 185 km swath
  • TIRS: 2 thermal bands at 100 m (resampled 30 m)
  • Revisit: 16 days (8 days with Landsat 9)
  • Orbit: Sun-synchronous, 705 km, 10:00 AM LTAN
  • Quantization: 12-bit (improved from 8-bit)

Landsat 9 (2021)

  • OLI-2: Same 9 bands as OLI, improved SNR
  • TIRS-2: Fixed stray light issue from TIRS-1
  • Quantization: 14-bit (2x radiometric improvement)
  • Calibration: Improved absolute accuracy
  • Data: Free and open via USGS EarthExplorer

Landsat Next (est. ~2030): The next generation will feature 26 spectral bands (up from 11), 10 m spatial resolution, and a constellation of 3 satellites providing 6-day revisit. This represents a major leap in capability for the Landsat continuity mission.

MODIS & VIIRS

Moderate-resolution imagers designed for daily global monitoring of land, ocean, and atmospheric processes.

MODIS (Terra & Aqua)

  • Bands: 36 spectral bands (0.4 - 14.4 um)
  • Resolution: 250 m (2), 500 m (5), 1000 m (29)
  • Swath: 2330 km (near-daily global)
  • Terra: 10:30 AM descending (1999-present)
  • Aqua: 1:30 PM ascending (2002-present)
  • Products: MOD09 (surface reflectance), MOD11 (LST), MOD13 (NDVI), MOD14 (fire)

VIIRS (Suomi NPP & JPSS)

  • Bands: 22 bands (0.4 - 12.5 um) + DNB
  • Resolution: 375 m (I-bands), 750 m (M-bands)
  • Swath: 3040 km
  • DNB: Day/Night Band (nighttime lights)
  • Status: Heritage successor to MODIS
  • Products: VNP09 (reflectance), VNP14 (fire), VNP46 (nighttime lights)

Geostationary: GOES & Meteosat

Geostationary satellites orbit at ~35,786 km altitude, matching Earth's rotation to provide continuous monitoring of the same hemisphere. Critical for weather nowcasting, severe storm tracking, and fire detection.

GOES-16/17/18 (NOAA)

  • ABI: 16 bands, 0.5-2 km resolution
  • Cadence: Full disk every 10 min, CONUS 5 min, mesoscale 1 min
  • GLM: Geostationary Lightning Mapper
  • Coverage: Western Hemisphere
  • GOES-18: Operational West (2022-present)

Meteosat Third Gen (EUMETSAT)

  • FCI: 16 channels, 0.5-2 km resolution
  • Cadence: Full disk every 10 min
  • IRS: InfraRed Sounder (first on GEO)
  • Coverage: Europe, Africa, Indian Ocean
  • MTG-I1: Launched December 2022

Altimetry & Gravity Missions

ICESat-2 (NASA, 2018)

  • Instrument: ATLAS (photon-counting lidar)
  • Wavelength: 532 nm (green laser)
  • Along-track: 0.7 m shot spacing
  • Accuracy: ~2 cm elevation (flat ice)
  • Applications: Ice sheet mass balance, sea ice freeboard, vegetation canopy height, bathymetry

GRACE-FO (NASA/DLR, 2018)

  • Concept: Twin satellites, 220 km apart
  • Measurement: Inter-satellite range change (microwave + laser)
  • Sensitivity: ~1 cm equivalent water thickness
  • Resolution: ~300 km spatial, monthly temporal
  • Applications: Groundwater depletion, ice mass loss, sea level budget

Commercial Constellations

Commercial providers offer very high resolution (VHR) and high-cadence imagery, filling gaps that open-access missions cannot address.

Planet Labs

  • PlanetScope: ~200 Dove CubeSats, 3-5 m, daily global
  • SkySat: 21 satellites, 0.5 m resolution
  • SuperDove: 8 spectral bands
  • NICFI: Free tropical forest basemaps (Norway-funded)

Maxar (DigitalGlobe)

  • WorldView-3: 31 cm pan, 1.24 m MS, 8 SWIR bands
  • WorldView Legion: 6 satellites, 30 cm, 15x daily revisit
  • Products: Stereo DEM, 3D surface models
  • Access: Commercial license, GBDX platform

Mission Comparison

MissionTypeResolutionRevisitBandsAccess
Sentinel-1C-band SAR5 x 20 m6 daysVV/VHFree
Sentinel-2Optical MSI10-60 m5 days13Free
Sentinel-3OLCI/SLSTR300 m - 1 km<2 days21+11Free
Sentinel-5PSpectrometer5.5 x 3.5 km~1 dayUV-SWIRFree
Landsat 8/9OLI/TIRS15-100 m8 days11Free
MODISImaging rad.250 m - 1 km1-2 days36Free
GOES-18GEO imager0.5-2 km1-10 min16Free
ICESat-2Lidar~14 m footprint91 days532 nmFree
PlanetScopeOptical3-5 mDaily4-8Commercial
WorldView-3Optical VHR0.31 m<1 day29Commercial

Key Takeaways

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There is a fundamental trade-off between spatial resolution and revisit time/swath width.

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SAR (Sentinel-1) is the only option for all-weather, day-and-night monitoring.

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Sentinel-2 + Landsat 8/9 combined give ~3-day optical revisit at 10-30 m resolution.

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Geostationary satellites sacrifice spatial resolution for temporal cadence (minutes).

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Commercial constellations (Planet, Maxar) fill the high-resolution, high-cadence niche.

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Lidar (ICESat-2) and gravity (GRACE-FO) provide unique 3D and mass change measurements.