Syllabus for W4050
Global Assessment and Monitoring
Using Remote
Sensing
Instructors: Christopher Small (small@LDEO.columbia.edu) & Jeffrey Weissel (jeffw@LDEO.columbia.edu) Schedule: One hour lecture & two hour computer laboratory per week Suggested Text: Remote Sensing of the Environment, J.R. Jensen, 2nd Ed. (@ Labyrinth) Evaluation: Midterm (40%) & Final (60%) or Semester project WWW: http://www.LDEO.columbia.edu/rsvlab/
1 Motivation & Applications of Remote Sensing LAB: Introduction to image processing software
2 Physics of ElectroMagnetic Radiation Active & Passive Source Systems LAB: Basic Concepts of Image Processing and Analysis 3 Satellites & Orbital Dynamics Satellite missions, Agencies & Data Availability LAB: Projections, Image Geolocation, Warping 4 Sensors and Imaging Systems LAB: Spatial & Spectral Resolution of various Sensors
4 Resolution, Sampling and Contrast Enhancement LAB: Contrast Enhancement, Stretching, Filtering 5 Transformations & Principal Component Analysis LAB: Spectral Transformations & Principal Component Analysis 6 Image classification & Information Extraction LAB: Supervised & Unsupervised Classification
7 Gravity Field Measurements & Bathymetry from Satellite Altimetry LAB: Satellite gravity, Isostasy & Ocean Basin Structure 8 Physical Oceanographic Applications of Satellite Altimetry LAB: Sea Surface Temperature, Elevation & Ocean Circulation 9 Geomorphology & Erosion Dynamics from Synthetic Aperature Radar LAB: Hydrologic Modeling with Digital Elevation Models (DEM)
10 Water, Mineral and Petroleum Exploration LAB: Tectonic Basin Analysis with Landsat & DEMs
11 Marine Biological Productivity & Pollution Monitoring LAB: Ocean Circulation and Coastal Productivity 12 Change Detection and Land Use Assessment LAB: Multitemporal Change Detection 13 Deforestation and Biomass Assessment LAB: Spatial Analysis & Geographical Information Systems (GIS)