Title: Multispectral Remote Sensing of Benthic Environments
1Multispectral Remote Sensing of Benthic
Environments
- Christopher Moses, Ph.D.
- Jacobs Technology - USGS
- NPS-USGS Servicewide Benthic Habitat Mapping
Workshop - June 3-5, 2008
- Lakewood, CO
2Outline
- Matters of scale
- Advantages and disadvantages
- Common principles
- Satellites
- Coral reefs applications
3Scales of benthic mapping
Global ecosystem distribution
Island and coastal geomorphology
Community
Organism
4Advantages and disadvantages
- Synoptic
- Repeated acquisition
- Possible time series and change detection
- Multi-spectral to hyperspectral
- Calibration and validation
- Expensive
- Clouds
- High-tech issues
- Rapid change, hard to follow literature
- Interpretation
- Products based on many assumptions
- Programming errors
- Unknown calibration problems
- Unknown orbit or sensor errors
5Electromagnetic Spectrum
A sensor measures the amount of light being
reflected or emitted by the earths surface at
specific wavelengths in the electromagnetic
spectrum
6Radiative Transfer Theory
Cloud
Atmosphere
Sea Surface
Ocean
7Temporal resolution
Satellite
Airport
8Spatial resolution
9Satellites by name
- Landsat 7 ETM
- 30 m spatial resolution
- 16 day revisit time, identical scene locations,
LTAP - NIR, R, G, B bands
- ASTER
- Advanced Spaceborne Thermal Emission and
Reflection Radiometer - 15 m spatial resolution
- 16 day revisit time
- NIR, R, G (no blue!)
- IKONOS
- 4 m spatial resolution
- Image acquisition by request
- NIR, R, G, B
10Landsat 7 ETM full scene
180 km
Path 18, Row 48 8 Nov. 2000
11Landsat 7 ETM Glovers Reef
12Landsat 7 vs. IKONOS
13Photo interpretation of Glovers Reef
14North Florida Reef Tract
15Supervised habitat classification
Brock et al. (2006)
16Satellite accuracy (supervised)
- L7 86.2 (2.3)
- 5 classes
- Need class separability
- Sand is most easily misclassified
17Benthic habitat mapping with airplanes
18Aerial imagery of BISC
19Not just for corals!
http//gis.esri.com/library/userconf/proc01/profes
sional/papers/pap900/p90011.jpg
http//www.nasa.gov/centers/goddard/earthandsun/np
s_data.html
20Summary I
- Advantages of satellites
- Synoptic repeated acquisition multi- or
hyperspectral bands - Disadvantages
- Expensive rapidly evolving technologies
complications of interpretation - Resolution depends on mapping needs
- Temporal and spatial resolution
- Useful satellites for benthic mapping
- Landsat 7 ETM (30 m spatial resolution)
- ASTER (15 m spatial resolution)
- No blue band!
- IKONOS (4 m spatial resolution)
21Summary II
- Landsat 7 and IKONOS can reach accuracies of gt80
in reef areas - Supervised classification of 5-6 classes
- Satellites and aerial photos reliable to max
depth of 20 m - Particularly useful in reef areas, but also good
for kelp and other near surface habitats