Bob Ford Home	Earth System Science Core Courses - LLU-SST - EBS
	SPOL 665 Info-Tech.	BIOL 549 Biodiv. & Conser.	SPOL 624 Nature-Soc. Thought	SPOL 554 Env. Eq. Eco. Dev. Policy	ESSC 401-2 ES-Sci.	ESSC 541-2 Remote Sensing	ESSC 575  Field Practicum

COURSE SCHEDULE

I - (1st quarter) II - (2nd quarter)

Week 1 - 2 - 3 - 4 -  5 - 6 - 7 - 8 - 9 - 10 - 11 - 12 -13 - 14 -15 - 16 -17 - 18 - 19 - 20 - 21

Robert E. Ford Instructor - Email: rford@llu.edu

SCHEDULE-I - 1st quarter - September 25 - December 14, 2007

WEEK	LECTURE TOPICS	SPEAKERS & READINGS Tuesday Evenings 6:00 - 9:00 PM Geoinformatics Lab	LABORATORY ACTIVITIES Thursday Evenings 6:00 - 9:00 PM (Geoinformatics Lab)	OTHER RESOURCES
1 To TOP	Overview of course, plan, and goals (Ford) ** Emerging Trends in RS(Foresman-PPT at ESRI and RU April 6, 2005 -Concepts in Earth System Science (ESS) - See: Bretherton Diagram - ESSE ESS Pyramid ESS In a Nutshell (SERC -Intro to SDI and GISD: What is Spatial Data Infra-structure? Who Needs SDI? Presentation made in late 2004 at Earth Institute Conference on Global Spatial Data - Blackboard. SDI Overview (Lance and Bassole) - Powerpoint (PDF) Overview of concepts and practice of SDI (Spatial Data Infrastructure) - blackboard See: FGDC - Federal Geographic Data Committee GSDI - Cookbook Index - SDI Newsletters SDI Africa: An Implementation Guide (GSDI) (UNECA - Geoinformation Team) OGC - OpenGeospatial Association OGC - Specifications - Standards ESRI and OpenSource Standards ESRI and ArcGIS and Interoperability WMS - What is it (see ARC3WMS) GISD_Report - PPT (powerpoint) - on blackboard	KEY ONLINE RESOURCES Jensen, John R., 2000, Remote Sensing of the Environment: An Earth Resource Perspective, Prentice Hall: Upper Saddle River, NJ, 544 pages. (Amazon.com listing). Faculty: Robert Ford - Intro to ESS Concepts - see LLU-ESSE21 Project: Select Earth System Science (ESS) Online Readings: NASA - Approach to Earth System Science + Read the Document (2.3 MB, PDF) Earth Science Enterprise System Components - NASA ("coins chart") NOAA - EOS - Earth Observing System - THE GLOBAL EARTH OBSERVATION SYSTEM OF SYSTEMS or GEOSS Spatial Data Infrastructure (Ford) - continued: Information: Development, Dissemination, and Use (Global Data Workshop) Sept. 2004 Global Data Workshop_report_30mar05.pdf (385.664 Kb) GOS - Geospatial-One-Stop - data portal GEOSS - group on Earth Observations - data centers GSDI - Global Spatial Data Infrastructure - Gateway to data - GSDI Association SCIENCE@ NASA home TerraLook - USGS SERVIR/NASA - EOS International Organizations International_Organizations_RS.ppt (104.5 Kb) Overview of International Organizations part of the Earth Observing System Process. (blackboard) The GISD Initiative: (Geographic Information for Sustainable Development) - website Online Presentation: Left-Brain & Right-Brain GIS: Reflections on the GISD Initiative GISD "Loop" from NOAA shown at World Summit for Sustainable Development Online Book: National Academy of Sciences, 2002. Down to Earth: Geographic Information for Sustainable Development in Africa, Committee on the Geographic Foundation for Agenda 21, Committee on Geography, Mapping Science Committee, National Research Council.	LAB Week 1: TBA (to be arranged)	KEY ONLINE RESOURCES DATA PORTALS: Jensen, John R., 2000, Remote Sensing of the Environment: An Earth Resource Perspective, Prentice Hall: Upper Saddle River, NJ, 544 pages. (Amazon.com listing). DICTIONARY OF ABBREVIATIONS Key Terms - Remote Sensing Key Terms - Map Use Research and Reference Tools: GIS/RS, Knowledge Management, Decision Support, Information Science GIS/RS/LIS Resources GIS.com - online books / tutorials and WWW Resources GISCafe GIS Glossaries and Dictionaries - ESRI Home Page and ESRI - Training & Education Geographic Information Systems - USGS GIS an Integrating Technology - University of Colorado (Ken Foote) Links on Human Dimensions of Global Change Vents Project - what is a GIS? - PMEL/ESRI What is GIS? online tutorial - ESRI SERC - Science Education Resource Center - Carleton University
2 To TOP	a) History of RS b) Platforms/Sensors SEE > Powerpoint) c) DATA PORTALS: How and Where to Find Data:Remote Sensing Data Portals, e.g. Digital Earth (Ford) d) Geobrowsers (NASA WorldWind, SERVIR-VIZ, Google Earth, ArcExplorer d) OPEN SOURCE TOOLS: Juicy Geography Network - all kinds of resources Global Mapper CBC - AMNH - RS Tools - Open source GIS and remote sensing software OSGeo - Open Source Geospatial Foundation Website Geographic Imager - spatial Imaging Tools for Adobe Photoshop GeoTIFF Remote Sensing.ORG - Open source tools gvSIG - open source GIS WMS Access Tutorial - Virtual Utah Free and Open Source Software for Geospatial (FOSS4G) conference User-friendly Desktop Internet GIS (uDig) OpenJUMP Quantum GIS MapWindow GIS GeoBRAIN DMAP - Distribution Mapping Software OpenModeller (supports GBIF) - ASIA prototype data portal DIVA-GIS (Opensource PPGIS) - Free GIS Data (PPGIS) PPgis.net, the electronic forum on participatory use of geo-spatial information systems and technologies Planet Geospatial - http://planetgs.com IDRISI Andes Edition - Land Change Modeler - Land Change Modeler Task Panels - TUTORIAL (PDF) GeoVelocity.com	Powerpoint by: Tim W. Foresman, President, ICRSE (International Center for Remote Sensing Education) Professor, University of Maryland READ: Jensen, John R., 2000, Remote Sensing of the Environment: An Earth Resource Perspective, Prentice Hall: Upper Saddle River, NJ, 544 pages. Chapter 3. History of Aerial Photography, Remote Sensing and Space Flight: CCRS - Outreach Resources (Canada) CCRS - Satellites and Sensors CCRS - What is Remote Sensing? Tour Canada from Space History of Remote Sensing PRINCIPLES OF REMOTE SENSING - CRISP/Singapore An Introductory Landsat Tutorial - NASA-SSC Manual for Users of the Center for Earth Observation (CEO) USING GOOGLE EARTH (and other Geobrowsers) and& conversion of SHP and other files to KML/KMZ: Teaching Geoscience with Visualizations: Using Images, Animations, and Models Effectively Topical Resources Voice - GE Download and Tutorials GOOGLE EARTH tools GOOGLE EARTH blog Arc2Earth Tools Point Distribution Mapper (OS) in Google Earth CrunchUp2KML - a MapCruncher to KML superoverlay converter for Google Earth. EXAMPLES: GOOGLE EARTH™ : Cuero y Salado Wildlife Refuge and Pico Bonito National Park (trails, boundaries, and more)--see also Key Points of Interest (prototypes). Arthropods (Insects, Spiders, and their relatives) of Honduras - Peter Bryant UCI - Natural History of Orange County, California Google Link - California trapdoor spider UNEP - Atlas of our Changing Environment (In Google Maps) Villages of YORO - Honduras (Google Earth) - Google Earth Community AntWeb - (in Google Earth) New to Science (Honduras) - Jewel Scarabs - NGM online NatureServe - Predictive Distribution Modeling (for biodiversity) Tanzania Mammal Atlas Project - uses for database and mapping (http://www.qdgc.org/) - Tanzania TIKIWIKI (pdf) - DEMO Tanzania Wildlife Research Institute (TAWIRI) - Tanzania Bird Atlas	LAB Week 2: a) RS Review: -Why Satellite Images have different colors Virtual Hawaii -CCRS - What is Remote Sensing Tutorial b) INTRO TO ERDAS IMAGINE - see powerpoint -PDF version OTHER TOOLS: NASA World Wind NASA World Wind Wiki (Central) SERVIR-VIZ ESRI - ArcGIS Explorer TerraLook, USGS NASA - Approach to Earth System Science + Read the Document (2.3 MB, PDF) NASA January 6, 2005 draft of the Earth Science Research Plan	KEY ONLINE RESOURCES DICTIONARY OF ABBREVIATIONS Jensen, John R., 2000, Remote Sensing of the Environment: An Earth Resource Perspective, Prentice Hall: Upper Saddle River, NJ, 544 pages. (Amazon.com listing). UNB - Remote Sensing and GIS Glossaries Key Terms - Remote Sensing Key Terms - Map Use Research and Reference Tools: GIS/RS, Knowledge Management, Decision Support, Information Science University of Nebraska Resources for Health and GIS/RS Educator's Resources (NASA Observatorium) GSFC/NASA - Remote Sensing Tutorial (more advanced) Asian Tsunami - before/after satellite images - Denmark (google/Tsunami Relief site) - Receding waters, Kalutara Beach, Sri Lanka - Digital Globe Asian Tsunami - NOAA Animations Asian Tsunami-2004 CGIAR-CSI resources - IWMI page ESRI - Asian Tsunami Diasaster 2004 - resources - see also Geodata.gov
There are several free PC/Windows viewers available from the internet.  They are listed below.  They will all read GeoCover data in the MrSid format.  Most will also read data in the GeoTIFF format used in the sample data sets. Name URL Comment MrSid www.lizardtech.com Allows saving a section of the overall image as a TIFF file GeoViewer www.lizardtech.com Allows saving a section of the overall image as a TIFF file Freeview www.pcigeomatics.com Allows changing brightness, contrast, equalization of image ArcExplorer www.esri.com Scale bar available at bottom, add layers MapSheets Express www.erdas.com Allows changing brightness, contrast, add layers Viewfinder www.erdas.com 3 panels; adjust brightness, contrast, sharpen, etc. dlgv32pro mcmcweb.er.usgs.gov/drc/dlgv32pro/ Allows overlays, grids as lat-long or UTM or none From: An Introductory Landsat Tutorial - NASA-SSC
3 To TOP	Intro to Remote Sensing & GIS/GPS for Field research: a. Map Projections, Datums, Coordinate Systems (Ford) - NOTE: For those without sufficient background. Fundamentals of Physical geography - Maps, Remote Sensing and GIS Geographic coordinate conversion Toolbox: (courtesy of Chuck Taylor) Map exercise (Great Salt Lake) b. GPS Basics - Powerpoint - Paul Burgess - Redlands Institute	Map exercise (Great Salt Lake) READINGS: The Remote Sensing Process (Jensen, Jackson, Faust, etc - Module #1 - RSCC) Intro to Digital Image Processing - Jensen and Schill (Module #2 - RSCC Jensen, John R., 2000, Remote Sensing of the Environment: An Earth Resource Perspective, Prentice Hall: Upper Saddle River, NJ, 544 pages. Chapter 1 Spencer, John, Brian G. Frizzelle, Phillip H. Page, John B. Vogler 2003. Global Positioning System: A Field Guide for the Social Sciences. Blackwell Publishers. Chapters 1-5	Lab Week 3: a) Doing a LAYER STACK - creating a multiband Image An Introduction to ERDAS Imagine - continued GIS/Remote Sensing Products Overview from ERDAS/Leica Geosystems	DICTIONARY OF ABBREVIATIONS Jensen, John R., 2000, Remote Sensing of the Environment: An Earth Resource Perspective, Prentice Hall: Upper Saddle River, NJ, 544 pages. (Amazon.com listing). Research and Reference Tools: GIS/RS, Knowledge Management, Decision Support, Information Science Remote Sensing Core Curriculum - home Principles of Remote Sensing (John Jensen) ICRSED (International Center for Remote Sensing Education) University of Nebraska Resources for Health and GIS/RS McCoy, Roger M. 2005. Field Methods in Remote Sensing. The Guilford Press. (to be assigned).
Table 4. Appearance of Features on Composite Images. From: An Introductory Landsat Tutorial - NASA-SSC   True Color Red:      Band 3  Green:  Band 2 Blue:     Band 1 False Color Red:      Band 4 Green:  Band 3  Blue:     Band 2 SWIR (GeoCover) Red:      Band 7 Green:  Band 4 Blue:     Band 2 Trees and bushes Olive Green Red Shades of green Crops Medium to light green Pink to red Shades of green Wetland Vegetation Dark green to black Dark red Shades of green Water Shades of blue and green Shades of blue Black to dark blue Urban areas White to light blue Blue to gray Lavender Bare soil White to light gray Blue to gray Magenta, Lavender, or pale pink   Manual for Users of the Center for Earth Observation (CEO) Table 8: Some Common TM Band Combinations R,G,B Comments & Applications 3,2,1 True Color. Water depth, smoke plumes visible 4,3,2 Similar to IR photography. Vegetation is red, urban areas appear blue. Land/water boundaries are defined but water depth is visible as well. 4,5,3 Land/water boundaries appear distinct. Wetter soil appears darker. 7,4,2 Algae appears light blue. Conifers are darker than deciduous. 6,2,1 Highlights water temperature. 7,3,1 Helps to discriminate mineral groups. Saline deposits appear white, rivers are dark blue. 4,5,7 Also used for mineral differentiation. 7,2,1 Useful for mapping oil spills. Oil appears red on a dark background. 7,5,4 Identifies flowing lava as red/yellow. Hotter lava is more yellow. Outgassing appears as faint pink.
4 To TOP	a. Electromagnetic Spectrum-The Visible Portion of the Spectrum: CCRS - Tutorial The EM Spectrum Energy Sources/Radiometric Principles - Shannon Crum Why is the sky blue? - Scattering in the atmosphere NASA - Electromagenetic Spectrum EM Spectrum by Clyde Spencer Energy Sources and Radiometric Principles - University of Delawar b. Principles of Aerial Photo-interpretation: Why Satellite Images have different colors Virtual Hawaii -CCRS - What is Remote Sensing Tutorial -An Introductory Landsat Tutorial - NASA-SSC c. Data and File Format Issues (Ford) - using Photoshop as an alternative: Remote Sensing Tools site - Tutorial GeoTIFF site	READINGS: Jensen, John R., 2000, Remote Sensing of the Environment: An Earth Resource Perspective, Prentice Hall: Upper Saddle River, NJ, 544 pages. Chapter 4-6 GIS/RS Data/FILE FORMATS: Alphabetical List of File Formats - Instant Online File Conversion Service - ACII Online Data Formats and Their File Extensions - Webopedia Unofficial TIFF homepage GIS Data Formats - The GIS Data Depot GeoCommunity Software File-Format Chart - GeoCommunity D a t a F o r m a t s File Format (GIS) - Lunds Univ. JPEG FAQ TIFF, Tag Image File Format, FAQ GeoTIFF - A standard image file format for GIS applications Format of Remote Sensing Image Data - Japan Association of Remote Sensing Viewing GeoTIFF files with Adobe Photoshop Scientific Data Format Information GPS Basics - Powerpoint - Paul Burgess - Redlands Institute GPS - Global Positioning System Overview - Peter Dana Maps-gps-info.com site - excellent resources! Locating a Point on the Earth Degrees, Minutes, Seconds and Decimal Degrees Latitude/Longitude Conversion - FCC Geographic coordinate conversion Tool: WGS84/Last/Long > UTM Coordinate Converter (courtesy of Chuck Taylor)	LAB Week 4: a) Doing an image SUBSET in ERDAS Imagine (and "snapshot") - continued GIS/Remote Sensing Products Overview from ERDAS/Leica Geosystems	DICTIONARY OF ABBREVIATIONS KEY ONLINE RESOURCES DATA PORTALS: Jensen, John R., 2000, Remote Sensing of the Environment: An Earth Resource Perspective, Prentice Hall: Upper Saddle River, NJ, 544 pages. (Amazon.com listing). DICTIONARY OF ABBREVIATIONS Key Terms - Remote Sensing Key Terms - Map Use Research and Reference Tools: GIS/RS, Knowledge Management, Decision Support, Information Science SERC - Science Education Resource Center - Carleton University MORE GPS Help: Creating basemaps for Garmin GPS units usually entails using their Mapsource software, which is quite expensive depending on the detail of the map data.  However, you can create very simple basemaps and upload them to your Garmin GPS using available, free software.  Here is a site that lists the software available and "how-to" instructions.  Making your own maps can be quite tedious, but it does save money. http://www.travelbygps.com/authoring.php#gpsmaps - links to mapping software http://cgpsmapper.com/ - free if used only for simple basemaps http://home.cinci.rr.com/creek/garmin.htm - requires Mapsource http://www.gpsinformation.org/adamnewham/article1/gpsmapper.htm - requires Mapsource Other options if your GPS did not come with Mapsource: From (http://freegeographytools.com/2007/garmin-mapsource-for-free)
5 To TOP	a. Electromagnetic Spectrum as a Tool for Remote Sensing CCRS - Tutorial The EM Spectrum Energy Sources/Radiometric Principles - Shannon Crum Why is the sky blue? - Scattering in the atmosphere NASA - Electromagenetic Spectrum EM Spectrum by Clyde Spencer Energy Sources and Radiometric Principles - University of Delaware	ESSE21-LULC Module     b. LULC Change - Landuse/Land cover change principles Overview of Land Use/Land Cover Classification   DATA PORTALS:	Lab Week 5: a) Introduction to LULC and the FAO-LCCS b) Doing an UNSUPERVISED CLASSIFICATION in ERDAS Imagine	DICTIONARY OF ABBREVIATIONS UNB - Remote Sensing and GIS Glossaries Jensen, John R., 2000, Remote Sensing of the Environment: An Earth Resource Perspective, Prentice Hall: Upper Saddle River, NJ, 544 pages. (Amazon.com listing). Key Terms - Remote Sensing Key Terms - Map Use GIS Jump Station - online books / tutorials and WWW Resources
6 To TOP	a) LULC Module - Continued: Overview of Land Use/Land Cover Classification b) Multispectral and Hyperspectral sensors Why Satellite Images have different colors Virtual Hawaii Image Interpret. Quiz - CCRS AVIRIS Data? - CSR/Utexas CCRS - Looking at the Earth's environment through the eyes of a satellite CCRS - Satellites and Sensors	Data Portals (Modis, RCAC, GLCF, EOS, TERRA, etc) READINGS: Jensen, John R., 2000, Remote Sensing of the Environment: An Earth Resource Perspective, Prentice Hall: Upper Saddle River, NJ, 544 pages. Chapter 7 CCRS - Hyperspectral Imaging Hyperspectral remote sensing, also known as imaging spectroscopy - CSR/Utexas HYPERSPECTRAL SENSORS, ALGORITHMS, APPLICATIONS - Opto-Knowledge Systems, Inc.	Lab Week 6: Continued - LULC Module: Do an UNSUPERVISED CLASSIFICATION in ERDAS Imagine Overview of Land Use/Land Cover Classification	Data Portals (Modis, RCAC, GLCF, EOS, TERRA, etc) DICTIONARY OF ABBREVIATIONS ClarkLabs - Clark University - IDRISI Kilimanjaro and CartaLinx GIS/Remote Sensing Products Overview from ERDAS/Leica Geosystems AHI is an airborne hyperspectral imaging system - University of Hawaii Imaging Spectrometers - University of Zurich/Switzerland Hyperspectral Imaging - GlobalSecurity.org
7 To TOP	Thermal Infrared- IR Through the Ages - A Historical Perspective - Omega.com Advanced Very High Resolution Radiometer (AVHRR) - USGS-EDC Introduction to Thermal Infrared Remote Sensing - UCSB   AVHRR - Advanced Very High Resolution Radiometer - Thermal Remote Sensing (oceanic) - Institute for Marine Remote Sensing (IMaRS)	READINGS: Jensen, John R., 2000, Remote Sensing of the Environment: An Earth Resource Perspective, Prentice Hall: Upper Saddle River, NJ, 544 pages. Chapter 8 KEY ONLINE RESOURCES Data Portals (Modis, RCAC, GLCF, EOS, TERRA, etc) CCRS - Satellites and Sensors LANDSAT - CRISP-Singapore NASA Infrared Camera Helps Map Brain Tumors - JPL Infrared and Microwave Remote Sensing of Sea Surface Temperature - University of Colorado at Boulder Thermal Infrared Remote Sensing - ECOMAR - JRC (EU-Joint research Center) - Inland and Marine Waters Unit - home	Lab Week 7:   Do a SUPERVISED CLASSIFICATION in ERDAS Imagine	Data Portals (Modis, RCAC, GLCF, EOS, TERRA, etc) DICTIONARY OF ABBREVIATIONS Jensen, John R., 2000, Remote Sensing of the Environment: An Earth Resource Perspective, Prentice Hall: Upper Saddle River, NJ, 544 pages. (Amazon.com listing). Research and Reference Tools: GIS/RS, Knowledge Management, Decision Support, Information Science Remote Sensing Core Curriculum - home Introductory Digital Image Processing Principles of Remote Sensing (John Jensen)
8 To TOP	Thermal Infrared - - continued	READINGS: Jensen, John R., 2000, Remote Sensing of the Environment: An Earth Resource Perspective, Prentice Hall: Upper Saddle River, NJ, 544 pages. Chapter 8 KEY ONLINE RESOURCES Data Portals (Modis, RCAC, GLCF, EOS, TERRA, etc) CCRS - Satellites and Sensors	Lab Week 8:	Data Portals (Modis, RCAC, GLCF, EOS, TERRA, etc) DICTIONARY OF ABBREVIATIONS Jensen, John R., 2000, Remote Sensing of the Environment: An Earth Resource Perspective, Prentice Hall: Upper Saddle River, NJ, 544 pages. (Amazon.com listing). Research and Reference Tools: GIS/RS, Knowledge Management, Decision Support, Information Science Remote Sensing Core Curriculum - home Introductory Digital Image Processing Principles of Remote Sensing (John Jensen)
9 To TOP	Active/Passive Microwave, RADAR, and LIDAR - Robert Ford	READINGS: Jensen, John R., 2000, Remote Sensing of the Environment: An Earth Resource Perspective, Prentice Hall: Upper Saddle River, NJ, 544 pages. Chapter 9 KEY ONLINE RESOURCES Data Portals (Modis, RCAC, GLCF, EOS, TERRA, etc) Airborne Synthetic Aperture Radar (AIRSAR) - JPL CCRS - RADARSAT CCRS - Radar Remote Sensing CCRS - Satellites and Sensors SAR (Spaceborne Synthetic Aperture Radar ) - Imaging radar - JPL What is Imaging radar? - JPL NOAA/Coastal South Carolina Project - home LIDAR Airborne Laser Beach Mapping Data - LIDAR: Surveying South Carolina's BeachesMonitoring Shoreline Change - Using LIDAR Data in an ArcView® Project - CCRS - Active and Passive Imaging Systems Analysis and Interpretation of Radar Imagery - GEOG 551 - Jensen/USC Radar (Microwave) Remote Sensing - UCSB/GEOG Space Shuttle SIR-C/X-SAR data that have been survey processed (they are available for downloading from the EROS data center.) Shuttle Radar Topography Mission (SRTM) - JPL KEY ONLINE RESOURCES READINGS: to be assigned Campbell, James B. 2002. Introduction to Remote Sensing. (3rd Edition). The Guilford Press. to be assigned. Jensen, John R., 2000, Remote Sensing of the Environment: An Earth Resource Perspective, Prentice Hall: Upper Saddle River, NJ, 544 pages. Jensen, John R., 2004, Introductory Digital Image Processing, 3rd Ed., Upper Saddle River, NJ: Prentice Hall, 526 pages.	Lab Week 9 :	Data Portals (Modis, RCAC, GLCF, EOS, TERRA, etc) DICTIONARY OF ABBREVIATIONS Jensen, John R., 2000, Remote Sensing of the Environment: An Earth Resource Perspective, Prentice Hall: Upper Saddle River, NJ, 544 pages. (Amazon.com listing). Research and Reference Tools: GIS/RS, Knowledge Management, Decision Support, Information Science Remote Sensing Core Curriculum - home Introductory Digital Image Processing Principles of Remote Sensing (John Jensen)
10 To TOP	Applications of Remote Sensing: -Vegetation -Water -Urban -Soils -Oceanic -Biodiversity	READINGS: Jensen, John R., 2000, Remote Sensing of the Environment: An Earth Resource Perspective, Prentice Hall: Upper Saddle River, NJ, 544 pages. Chapter 10-13 KEY ONLINE RESOURCES Data Portals (Modis, RCAC, GLCF, EOS, TERRA, etc)	Lab Week 10 :	Data Portals (Modis, RCAC, GLCF, EOS, TERRA, etc) DICTIONARY OF ABBREVIATIONS Jensen, John R., 2000, Remote Sensing of the Environment: An Earth Resource Perspective, Prentice Hall: Upper Saddle River, NJ, 544 pages. (Amazon.com listing). Research and Reference Tools: GIS/RS, Knowledge Management, Decision Support, Information Science Remote Sensing Core Curriculum - home Introductory Digital Image Processing Principles of Remote Sensing (John Jensen)
11 To TOP	FINAL EXAM	FINAL EXAM	FINAL EXAM	FINAL EXAM

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SCHEDULE II - 2nd quarter - January 7 - March 21, 2008