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Satellite and Aerial Image Analysis
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Remote Sensing
Earth Observation
Photogrammetry
From the Cold War to Spaceship Earth
Application Areas:anything that happens on the planet
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Imaging TechSatellite / Aerial Photography
Geosynchronous /
Sunsynchronous (Near Polar Orbit)
Passive / Active; Panchromatic / Multispectral
Data processing, distribution, corrections
Interpretation
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Pixel ClassificationVegetation, Soil, Water,
Ice, Atmosphere
Radiation proifles
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MODIS Rapid Response Fire MapsVital product aids
firefighting responses
Fully automated
Straight forward algorithm, placing conditions on multiple spectrums
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Remote Sensing at SussexDominic Kniveton, WetNet
project
Rainfall estimation from microwave radiation
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Ice Edge and IcebergsClimate change and
wildlife
Economic (shipping)
Traditional livelihoods
TechniquesSpectral profiles, and
microwave backscatter for classification
Edge and motion detection
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Neural Networks often used in geography
Snow density estimationANNs trained on site
specific data performed better than known algorithms
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Automated Road ExtractionActive research area, many places
currently badly mappedTechnique for updating accuracy of existing
maps is completely automated, successful
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3D City ModelsSimilar technique of
extracting above ground objects
Aerial photos are then texture mapped to models.
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ReferencesBooks
Introduction to Environmental Remote Sensing
Computer Processing of Remotely-Sensed Images
Introduction to Remote Sensing
Remotely Sensed Cities
Journals (on ScienceDirect)
ISPRS Journal of Photogrammetry and Remote Sensing
Remote Sensing of Environment
Websites
http://www.photogrammetry.ethz.ch/
http://www.photogrammetry.ethz.ch/~manos/rsnote/contents.htm (online textbook)
http://earthobservatory.nasa.gov/
http://northernview.org/
...tons more
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