
Syllabus - QUICK LINKS
[ Course Description ][ Course
Objectives ] [ Introduction ]
[ Prerequisites ][ Grading Criteria and
Assignments ][ Grading Rubric ]
[ Time and Location - Activity Due Dates ][ Procedures and Regulations ]
[ ESS (Earth System Science) Core Courses ] [ Notes on Communications ]
[ History of Remote Sensing and GIS ]
[ KEY ONLINE RESOURCES ][ Key Textbooks ]

Description
Provide students fundamental knowledge and skills of
modern remote sensing for environmental data acquisition and analysis
as well as applications in related social, earth, health,
social, and biosciences. Topics include GIS-based image interpretation and
spatial data generation, satellite remote sensing
applications, and case studies in sustainable development, social
policy, health, and biosciences. Spatial analysis software tools used will include
Clark labs IDRISI Andes and
Leica-Geosystems ERDAS Imagine as well as ArcPAD/ArcGIS, GPS/Garmin.
In addition, the course introduces students to the concepts and methods of systems science as a methodology within the social, health, earth, and
biosciences. Specifically focus on use of dynamic
modeling tools such as STELLA or iThink (from Isee Systems) as well as spatial
and non-spatial tools and datasets such as Spatial Analyst-ArcGIS,
GeoNetweaver, EMDS, Criterion PLUS, and other tools as needed. Learn to apply systems thinking and
analysis frameworks to specific interdisciplinary policy issues within sustainable
development, forensic science, earth systems science, social and
health policy, and other applied sciences.
Catalog Description - ESSC
575:
Students and teachers work together in the field to
apply geospatial tools, Earth System Science methods and concepts,
social policy analytical frameworks, and other conservation science
methods to integrated place-based sustainability problems within a
given ecosystem, community or region. The focus is on applying in
practice the concepts and tools of sustainability science. Practice using in the field modern field analytical tools such as
GPS, mobile GIS, varied ecological monitoring and
assessment instruments (focused on ecosystems analysis, e.g. water,
land, air, ecosystems), PRA (Participatory Rural Appraisal) as well
as traditional ethnographic and socioeconomic qualitative research methods. Places studied will include both domestic and
international, e.g. limnogeology
in the Rocky Mountain province, biology of rattlesnakes
in the US Southwest, as well as coastal zone management (CZM)
and biodiversity conservation on the Coast of Honduras and Fiji
, East Africa, Jamaica, and the Bahamas, as well as
environmental health
geographic problems such as air pollution or cancer risk in
Southern California.
Prerequisites:
This is a senior undergraduate and graduate-level project-oriented course
designed for pre-certification Education majors,
Environmental Studies, Biology, Geology, Public Health, Computer
Science, Nursing, Medicine, and Physical Sciences
majors. Students must have completed the core sequence of
ESSC
(Earth System Science courses or their equivalent
AND a basic sequence of courses in
GIS (equivalent to the core courses of the Health
Geoinformatics Certificate):
Earth Systems/Sustainability Core or equivalent:
- ESSC
401/402 - Earth Systems and Global Change or an
equivalent Physical Geography, Physical Geology
OR one of the following:
- SPOL 554 -
Environment, Resources, and Development Policy
- SPOL 624 -
Nature/Society Thought and Social Policy
AND/OR equivalent = SPOL 665 -
Information Technology and Decision
Science
GIS
Prerequisites:
Equivalent
courses at LLU:
ENVH
521 Principles of GIS and Science (3) ENVH
522 Cartography and Map Design (2) ENVH
524 GIS Software Applications and Methods (3) -
students may also show equivalence by taking the online ESRI
Virtual Campus course = Learning
ArcGIS 9
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ESS (Earth System
Science) Core Courses:
The courses (ESSC 541-542, 575)
are part of a sequence of active learning interdisciplinary
senior undergraduate and graduate-level courses (ESSC
401-402, SPOL 665, SPOL 524, BIOL 549, SPOL 624,
and ESSC
541-542) that provide the opportunity for students to
experience how earth system and sustainability science is
doneby active participation in analysis of
real-world global change/sustainability science
and social policy problems inherent in real places, ecosystems,
regions, sociocultural or public policy institutional/community
settings (urban or rural). The course expands experiences first
encountered in foundation courses which are all part of the LLU ESSE21
Project (Earth
Systems Science Education for the 21st Century).
The methods, tools, and concepts
emphasize use of computer visualization, modeling, and
other Geospatial Decision-Support-System
(GDSS) tools besides traditional field methods from
the social, behavioral, health, and biophysical sciences applicable
to a diversity of integrated systems science and thinking
situations encountered in both formal as well as applied
science such as planning, marketing, and public policy. The
focus will be on use of Geographic Information Science
(GIS), Global Positioning Systems (GPS), Remote Sensing
(RS), and other modeling tools (
STELLA
, NetWeaver
) as well as qualitative methods such as PRA
(Participatory Rural Appraisal) or collaborative
decision-making.
Themes and issues chosen for analysis
are by design inter-disciplinary and
place-based--that is they focus on real places, regions,
ecosystems, social policy problems and issues that lend themselves
to ESS
(Earth Systems Science) critical thinking, analysis,
and problem-solving.
A key goal is to promote
team-research skills by providing a mechanism for linking
students and faculty with local experts and the community at large
in policy analysis and implementation, i.e. these will be real
problems not just make-do classroom exercises and experiences.
Academic resources for the courses
bring to bear expertise, networks, software/hardware, datasets, and
field research linkages within the Loma Linda University (LLU)
, School of
Science and Technology and other partners (e.g. School of Public Health, Geoinformatics
Unit) and well as with outside partners in the Inland Empire
and globally including:
Problems and places studied include
both domestic and international, e.g. limnogeology
in the Rocky Mountain province, biology of rattlesnakes
in the US Southwest, as well as coastal zone management (CZM)
and biodiversity conservation on the Coast of Honduras and Fiji
, East Africa, Jamaica, and the Bahamas, as well as
environmental health
geographic problems such as air pollution or cancer risk in
Southern California.
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Introduction
This is a graduate-level course designed to introduce the student
in an integrative manner to the exciting field of Remote Sensing
and Systems Modeling within the broad arena of Sustainable
Development Policy and Science--see Course
Objectives. The course will build on knowledge
acquired about sustainability
science as a concept and methodology in SPOL
554 Environment, Equity, Economics and Development Policy. In
addition, it will explore how modeling and remote sensing can help
operationalize research and application in the
field.

We will see how the concept of sustainability has
influenced real-world practice in various development sectors:
health, knowledge management, agriculture, natural resource
management, poverty reduction, and so on. And, through
hands-on activities and laboratories (much of it in a small-team
setting). Students and faculty will work together on real problems
that lend themselves to analysis with remote sensing tools and data,
e.g. biodiversity and conservation, health risk assessment, land
management, community-based natural resource management, disaster
management.
Following is a brief introduction to some of the key
sectoral, technical, and conceptual issues and themes within the
overall field (more will be presented in the course).
History of Remote
Sensing and GIS
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Key Textbooks:
- Anderson, Virginia and Lauren Johnson. 1997.
Systems
Thinking Basics: From Concepts to Causal Loops. Pegasus
Communications; Bk&CD-Rom edition.
- Breman, Joe. Ed. 2002. Marine Geography:
GIS for the Oceans and Seas. ESRI Press.
- Campbell, James B. 2002. Introduction
to Remote Sensing. (3rd Edition). The Guilford Press.
- Craig, William J. and Trevor M.
Harris, Daniel Weiner. 2002. Community
Participation and Geographical Information Systems. CRC
Press.
- Cuomo, Andrew. 2000. Mapping
Your Community: Using Geographic Information to Strengthen Community
Initiatives. Diane Pub Co; Reprint edition.
- Few, Arthur. 1996. System Behavior and
System Modeling (Using Stella). University Science Books.
- Ford, Andrew. 1999. Modeling the
Environment Island Press. See: Chapter 1. Overview - Exercises -
Models and
Cases (Amazon
listing).
- Foresman, Timothy W. et al.1998.
History of Geographic Information Systems: Perspectives from the
Pioneers. , Editor. Prentice Hall, 1998.
- Goodchild, Michael F. and Donald G. Janelle.
2004.
Spatially Integrated Social Science (Spatial Information
Systems). Oxford University Press.
- Isee Systems. 2004. Introduction to Systems Thinking
with STELLA Guide (Win).
- Jankowski, Piotr, and Timothy L. Nyerges. 2001.
GIS for Group Decision Making. CRC Press.
- Jensen, John R., 2000, Remote
Sensing of the Environment: An Earth Resource
Perspective, Prentice Hall: Upper Saddle River, NJ,
544 pages. (Amazon.com
listing).
- Jensen, John R., 2004, Introductory
Digital Image Processing, 3rd Ed., Upper Saddle
River, NJ: Prentice Hall, 526 pages.
- Knapp, Connie L. 2003. Making
Community Connections: The Orton Family Foundation Community Mapping
Program. ESRI Press.
- McCoy, Roger M. 2005. Field Methods in
Remote Sensing. The Guilford Press.
- National Academy of Sciences. 1998. People and
Pixels: Linking Remote Sensing and Social Science.
Washington DC.
- 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.
- Richmond, Barry. 1999. Systems
thinking: critical thinking skills for the 1990s a nd beyond.
(downloadable PDF file).
- Spencer, John, Brian G. Frizzelle, Phillip H. Page, John
B. Vogler 2003. Global
Positioning System: A Field Guide for the Social Sciences.
Blackwell Publishers.
- Tang, Winnie and Jan Selwood.
2003. Connecting
Our World: GIS Web Services. ESRI Press.
- Turyatunga, Frank R. 2004 . DISCUSSION
PAPER: Tools for Local-Level Rural Development Planning: Combining
use of Participatory Rural Appraisal and Geographic Information
Systems in Uganda. WRI (World Resources Institute).
OVERVIEW Modules:
SPECIAL TOPICS:
The resources listed under TOOLS
and LINKS
BY THEME - publications, research groups, online courses,
for you to consult and use during the course.
Data Portals - How to Get Earth
Observation Data:
Key Documents:

Other Resources
-
-
-
AGIRN Portal - African Geo Information Researcher Network (AGIRN) portal
-
-
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OTHER SOURCES AND PORTALS:
- FAO - Geonetwork
- home
- Federation of Earth
Science Information Partners (ESIP)
- Geobrain - LAITS data download site
- GeoCommunity's GIS Data Depot
- Geodata.gov -
Geospatial One-Stop
- Geographic
Technology - from About.com's
Geography page
- GES -
DISC - GSFC - Goddard Space Flight Center
/DAAC - home
- GLCF - University
of Maryland Global Land Cover Facility (GLCF)
- GlobeXplorer
- World's Largest Online Library of Aerial / Satellite
Imagery and Maps
- GNIS -
Geographic Names Information System - USGS
- GOFC/GOLD Fire Monitoring and
Mapping Implementation Team - home
- GOS -
Geospatial-One-Stop - data portal
- GSDI Association - Global Spatial Data Infrastructure
Gateway
- ImageSat-International -
EROS Hi-Res Imaging Satellites
- Imagery
Sources - Spatial Information
Clearinghouse, Mine Action Information Center - James Madison
University
- IMaRS - Institute
for Marine Remote Sensing - University of South Florida
- ISCGM -
International Steering Committee for Global Mapping
- ISRO - Indian Space
Research Organization - IRS-1 is India's dedicated Earth resources
satellite system operated by ISRO and the National Remote Sensing
Agency (NRSA).
- IWMI -
RS/GIS
Unit - Great
RS/GIS sites
- JAXA -
Japan Aerospace Exploration Agency - Earth
Observation Satellites - Main
data distributers of remote sensing data
- Japan Association of Remote Sensing - Remote
Sensing Tutorials
- JSC (Johnson
Space Center) - NASA - Digital Image
Collection - home
- JSC - Johnson Space Center, Houston, TX - Earth From Space Images
- selected via clickable map and by topics and
geographical region
- KSC (Kennedy Space
Center) - NASA - historical
archive of manned missions
- Land Processes
Distributed Active Archive Center (LP DAAC) - NASA/USGS
- LANDSAT-7 -
NASA
- LLU-ESSE21 - LULC (Land Use/Land Cover Change Module
- ManyOne.net -
Earth Portal
- MDA Federal Inc. (formerly Earthsat)
- MODIS Land
Discipline Web Site
- MODIS
Rapid Response System - NASA/GSFC - MODIS Data
Products
- NASA - Earth
Observatory - home
- NGDC/NOAA - WDCA MGG - Exploring the Ocean
Basins with Satellite Altimeter Data
- NGIA -
National Geospatial Intelligence Agency - Products
and Services
- NOAA - NESDIS - satellite and
environmental information homepage
- NSDI
(National Spatial Data Infrastructure) - FGDC (Federal
Geographic Data Committee) home
- Oak Ridge National Lab - DAAC -
source for biogeochemical and ecological data
- Orbimage - now GEOEYE - OrbView-3 Imagery
- Remote Sensing
of Coral Reefs Project NASA/JSC
- SAR
(Spaceborne Synthetic Aperture Radar ) - Imaging radar -
JPL
- Satellite Imaging
Corporation - QUICKBIRD,
DEMs, 3D Terrain Visuzalization, ASTER, SPOT, EROS, IKONOS, etc.
- Satellite
Images of Tsunami Affected Areas - CRISP/Singapore -
Principles
of Remote Sensing
- SIR-C/X-SAR
Data and Images - JPL - Imaging Radar
Home - - Clickable
Map of the World -
- Software for
Ocean-Colour Data - IOCCG - International Ocean-Colour
Coordinating Group
- Space Imaging
now GEOEYE - IKONOS, RADAR, DEMs, etc.
- Spaceborne
Remote Sensing Platforms and Sensors - CRISP/Singapore
- SPOT
Image - France
- SRTM -
Shuttle Radar Tographic Mission
- TeleAtlas, Inc.
- TERRA satellite
data- (ASTER, MODIS, MISR, CERES, MOPITT) - Images and data - the EOS
Flagship homepage
- TERRAserver.com - home
- UNEP - Atlas of our Changing Environment (In Google Maps)
- UNEP/GRID data
sets - UNEP-NET - global portal
to authoritative environmental information based on themes and
regions
- University of Arkansas Libraries' Guide to U.S.
Geospatial and Attribute Data
- USFS - Remote
Sensing Applications Center (RSAC) - Fire response center - home
- USGS - National Center for Earth
Resources Observation & Science (EROS)
- USGS - National Mapping Center - USGS Node of the National Geospatial
Data Clearinghouse (NSDI)
- World-Wide-Web
Virtual Library: Remote Sensing
General Learning Resources (see
also GIS/RS)
- AAG-GeoTASK
project Resources
- American Museum of
Natural History - Center for
Biodiversity and Conservation - Remote Sensing
Resources
- Applications
in Remote Sensing - Vol.
4 - RS- Core Curriculum
- CCRS - Canada Center for Resmote Sensing
- CIESIN's
Thematic Guide to Social Science Applications of Remote
Sensing
- Colleagues
Using Remote Sensing in Education -
CEO/UK
- Concept
of Remote Sensing - NASA/RST -
Remote Sensing Tutorial
- DICTIONARY OF
ABBREVIATIONS (GIS, Remote Sensing, etc.)
- Educator's
Resources - NASA
Observatorium
- Empowerment,
Marginalization
And
Public Participation GIS - Project
Varenius of the NCGIA
- Eyes
in the Sky (NASA)
- FGDC - Federal
Geographic Data Committee
- Free
Remote Sensing Software - ARS
- Geographic coordinate conversion Tool: WGS84/Last/Long > UTM Coordinate Converter (courtesy of Chuck Taylor)
- Global Positioning System (GPS) - (courtesy of Chuck Taylor)
- GSDI - Cookbook Index
- SDI Newsletters
- GSDI Association
- ICRSED
- International Center for Remote Sensing
Education
- IAPAD - Integrated Approaches to Participatory
Development
- Japan
Aerospace Exploration Agency - home
- Key
Terms - Remote Sensing
- Key
Terms - Map Use
- LLU-ESSE21 - LULC (Land Use/Land Cover Change Module
- Locating a Point on the Earth
- (courtesy of Chuck Taylor)
- Mine Action
Center - TOPICS
- James Madison University
- NASA - Approach to Earth System Science +
Read the Document (2.3 MB,
PDF)
- Public Participation GIS
(PPGIS) WebRing - Rutgers/CRSSA
- PPgis.net -
electronic forum on participatory use of geo-spatial
information systems and technologies.
- PRINCIPLES
OF REMOTE SENSING Dr. S. C. Liew, Centre for Remote
Imaging, Sensing and Processing, National University of
Singapore
- Remote Sensing - About GIS/RS
(Spatial
Information Clearinghouse, Mine Action Information Center -
James Madison University ).
- Remote
Sensing: An Overview - South
Carolina's Coast: A Remote Sensing Perspective is a
two-volume CD-ROM set that demonstrates the utility of information
acquired by satellite and airborne remote sensing systems for
coastal South Carolina.
- Remote
Sensing and GIS Glossaries - University of Nebraska
- Remote
Sensing GLOSSARY - LDEO/Columbia
University
- Remote Sensing Core
Curriculum - home
- Remote
Sensing Process (Vol 3 - RS-Core
Curriculum) - John R. Jensen and Mark W.
Jackson, Department of Geography, University of South Carolina
- Research
and Reference Tools: GIS/RS, Knowledge Management,
Decision Support, Information Science
- SDI
Africa: An Implementation Guide (GSDI) (UNECA - Geoinformation Team)
- University
of Minnesota (UMN) Design Center -
- Picturing the Landscape: A Guide to
Aerial Photography (PDF) (2.3
MB)
This design brief presents the lessons of years of aerial
photography by Design Center staff. It covers arranging helicopter
service, preparing for a flight, basic equipment needs, types of
images, and tips for organizing an image collection.
GPS Background Materials:
- GPS Basics - Paul Burgess - Redlands Institute - (Powerpoint)
- GPS Explained
- Global Positioning System (GPS) - (courtesy of Chuck Taylor)
- GPS World Trade Magazine
- Trimble GPS Tutorial
- Coordinate Systems
- Datums
- Convert Lat Long to UTM and vise versa
- Maps-gps-info.com site - excellent resources!
- OPUS – Online Positioning Service - The National
Geodetic Survey operates the On-line Positioning User Service (OPUS)
as a means to provide GPS users easier access to the National
Spatial Reference System (NSRS).
Ocean/Marine/Coastal and
Water Resources (see also HYDROSPHERE):
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Grading Criteria and
Assignments:
Grades will be based upon performance in THREE OR FOUR
areas:
(60% of grade) Lectures,
Readings and TESTS (Mid-term and Final).
(30% of grade) Laboratory
and Take-Home Activities
(10%) Participation in online discussion forum (BLACKBOARD).
***(20%) Individual or team project focused on a
Policy Problem with a Sustainability
Focus (FOR SECOND HALF OF COURSE ONLY)
Each student will participate in studying a specific
problem or issue within the arena of sustainable development and
social policy to explore in depth . The topics could be
many such as listed below (this is only illustrative). Your
instructors will help you choose, and you must get persmission
before finally choosing a topic as it will be a TEAM
EFFORT. Changes may me made in choice of final
project, but no later than half way through the
course.
Note the second phase of the course (ESSC 542 will be primarily focused on a project).
Illustrative List of Topics:
-geo-information
science, regional science and development -land and property
rights, entitlement issues -knowledge management and information
technology -measuring and defining development:
indicators -perceptions and attitudes about
development -political economy, macro-economic policy and
development -communications, social marketing, extension and
development -rural development theory and history (social
thought) -population-land-environment interaction -sustainable
agricultural production and agro-ecosystems -agricultural
intensification and population issues -disaster mitigation,
refugees, and sustainable development -poverty reduction and
trade competitiveness -women, gender and development -risk
assessment, industrial ecology and pollution -Carrying
capacity, land degradation and population pressure -political
(cultural) ecology theory and history -global health and
disease -sustainability science: theory and
practice -biotechnology and genetic resources -global
environmental governance and security -Industrial ecology and
energy -ethno-ecology and ITK (indigenous knowledge
systems) -regional and sectoral natural resource management
issues such as:
- agroforestry
- drylands goods and services
- mountain development
- river basin water resource management
- sustainable tourism
- coastal and insular zone management
- Antarctica and polar zone issues

Grading
Rubric:
***See also: Criteria for Written Projects, Papers and Presentations:
For an A grade:
Above 94% on all tests, reports and
take-home or lab exercises as well as exceptional
work on the project (see above). To get an A you must
demostrate high creativity, initiative, resourcefulness in all areas
of the course and have an excellent participation and attendance
record as well.
For a B grade:
For a B+ you must get above 87%
on all tests, reports and
take-home or lab exercises as well as work on the project (see above). For a
B you must achieve between 84 - 86% and a B- will be given to those
scoring between 80 - 83%.
For a C grade:
Below 80% on all tests, reports and
take-home or lab exercises as well as work on the project (see above). and below average
participation and attendance: C+ = 75 -79%, C = 70 -74%, C- = 65 -
69%.
For a D or F grade:
To get a D+ = 60 - 64% and D =
55 - 59%; D- = 50 - 54%. Below 50% is a failing grade = F
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Procedures and Regulations:
No make-up will be allowed
except by prior arrangement for good cause (official University
business and death in the immediate family). In all cases you must
notify the instructor before you make-it-up. Make-up work must be
normally taken within one week of the missed project is due.
Doing your best consists
in:
- regular attendance and participation in
all class discussions and activities
- reading required assignments before you
come to class
- handing-in or doing assignments on
time--this also applies to class presentations where
the quality of your presentation
in terms of visual/graphical appeal are evaluated AND
- clarity, organization and quality of
material given in the oral presentation.
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Notes on
Communications:
-
Throughout the entire
course a strong emphasis will be put on use of
various forms of written, oral, and graphic
communication--emphasis on use of HTML Web-based material as well
as use of maps and charts. See list of Web
Publishing Resources for more information.
-
See also the various WWW Resources
relating to cartography, map and aerial photo interpretation,
GIS/RS (remote sensing) included in the ESSC course ( ESSC 500
) -- Resources
for Earth System Science.
-
Students will also be expected to use electronic communications effectively such as
email. Much of the course will be carried out
online via the BLACKBOARD site.
-
Interaction with people and resources beyond the
course in THE REAL WORLD is strongly encouraged.
-
One of the goals is to not only teach good email writing
skills and netiquette, but more important HOW TO USE
THE INTERNET to do research and communicate across
the globe.
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Time and
Location - Activity Due Dates:
LECTURE PRESENTATIONS -
Geoinformatics Lab - Del Webb Library, Conference Room - 5:00 - 8:30 PM
(Tuesday evenings)
LABORATORY ACTIVITIES - GEOINFORMATICS
Lab, Del Webb Library, Conference Room 5:00-8:30 PM
(Thursday evenings) and
INVIDUAL WORK TIME: arranged - individual in the Geoinformatics Lab.
ONLINE DISCUSSIONS AND
ASSIGNMENTS via BLACKBOARD
Last Revised: October 30,
2007 - Robert E. Ford Instructor - Email: rford@llu.edu
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