Teaching and Curriculum

CIS 475. Geographic Information Systems: Spatial Analysis & Modeling (3). GIS applications. Vector- and raster-based systems. Layering techniques, representation methods, analytical operations, and information management/integration. Weekly: 2 hrs lect, 2 hrs lab.

NRPI 270. Global Positioning & Map Analysis (3). Map projections, coordinate systems, public land survey, map reading and analysis. Field mapping with compass and GPS. Prerequisite: math code 40 or equivalent. Weekly: 2 hrs lect, 3 hrs lab.

NRPI 277. Introduction to Remote Sensing (3). Aerial photography, multispectral and thermal scanning, satellite sensors, digital image processing. Application to inventory of natural resources and planning. Emphasis: image interpretation for terrain and vegetation analysis. Recommended preparation: NRPI 270 or FOR 210 or IA. Weekly: 2 hrs lect, 3 hrs lab.

NRPI 377. Applied Geographic Information Systems (GIS) (3). Desktop ("executive") GIS systems, such as ArcView. (For obtaining data from an existing source; no details of GIS design or data structure.) View and query spatial data; create layouts and maps. Wide range of case studies. May not be taken by GIS-option NRPI majors. Prerequisite: familiarity with Windows environment. Weekly: 2 hrs lect, 3 hrs lab.

NRPI 470. Introduction to Geographic Information Systems (GIS) (3). Digital mapping and analysis. How GIS data are collected, structured, entered, edited. Analysis procedures and theory. Lab exercises and project. ArcInfo and ArcView GIS environments. Prerequisite: NRPI 270 (or equivalent) or GEOG 216 or grad standing or IA. Weekly: 2 hrs lect, 3 hrs lab.

NRPI 570. Techniques in GIS Analysis Seminar (3). Extend material from NRPI 470: in-depth analysis, modeling techniques. Incorporate remote sensing data into GIS. Apply current research to resource management, planning, and interpretation. Labs incorporate additional analysis approaches into student projects. Prereq: NRPI 470 and BIOM 109 or equivalent. Statistics highly recommended. Weekly: 2 hrs lect, 3 hrs lab.

FOR 316. Forest Remote Sensing & Geographic Information Systems (4). Use aerial photographs and satellite imagery to interpret, recognize, and delineate forest types, land management practice, wildlife habitat, and other significant environmental parameters. Map and spatially analyze these landscape features using computerized geographic information systems (GIS). Weekly: 3 hrs lect, 3 hrs lab.

FOR 477. Computer Module ­ Remote Image Processing (2). Automated enhancing and classifying of remotely-sensed data. Ten week module.

FOR 506. Advanced Principles of Remote Sensing & GIS (3). Forest ecosystem measurements using remote sensing. Spectral signature analysis and computer classification of multispectral data from satellites. Raster data conversion to vector-based geographic information systems (GIS). May be repeated. Prerequisite: NRPI 277 or FOR 316 or IA. Weekly: 2 hrs lect, 3 hrs lab.

GEOG 216. Introduction to Mapping Sciences (3). General overview: global positioning systems (GPS), traditional land surveying techniques, coordinate systems, scale, direction, projections, geographic information systems (GIS), cartography, geodesy, remote sensing. Possible lab fee.

GEOG 313. Geographic Remote Sensing (4). Image and pattern interpretation on standard aerial photographs, primarily using stereoscopic principle. Landscape analysis. Balance between landform study and cultural pattern interpretation. Prerequisite: geography major with senior or junior standing or IA.

GEOG 316. Computer Cartography (4). Apply color map design principles to GIS and desktop mapping programs. Select appropriate map projections, classification intervals/limits, colors, patterns. Intricacies of generating predictable, press-ready process color composites. Prerequisite: GEOG 216 or NRPI 270. Weekly: 3 hrs lect, 3 hrs lab.

Computer Information Systems
BS (E)

Environmental Science
BS with the First Nations Environmental Protection option (R)

Forestry
BS (E)
Minor (E)
BS with Forest Resource Conservation Option (R)
BS with Forest Resources Management Option (R)

Geographic Information Systems & Remote Sensing Certificate (R)

Geography
BA (R)
Minor (E)

Natural Resources Planning & Interpretation (NRPI)
BS with Geographic Information Systems & Remote Sensing Option (R)
Minor in Geographic Information Technology (R)

Rangeland Resource Science
BS (E)
BS with Wildland Soil Science Option (E)

C E 011 Introduction to Civil Engineering Design 3.0
Prerequisites: C E 010. Provides an introduction to civil engineering facilities and systems (environmental, structural, transportation and water resources), environmental impacts of those systems, historical development of design, introduction to design concepts and procedures, examples of the design of civil engineering systems, creativity in deisgn, and applications in civil engineering design-horizontal curves, vertical curves, earthwork, state plane coordinates, geographic information systems and global positioning systems. 2.0 hours discussion, 3.0 hours laboratory. Formerly C E 001B.

GEOG 110 Computer Applications Geography 3.0
Prerequisites: CSCI 010 or SOSC 010 is highly recommended. Introduction to computers as a tool of geographic analysis. Discussion of mainframe and personal computer hardware and software. Assigned projects on CYBER and PC systems. 6.0 hours activity.

GEOG 119 Intro to Geographical Info Syst 3.0
Prerequisites: GEOG 110 or equivalent. This course provides an introduction to topics in Geographic Information Systems (GIS). The course will combine a conceptual discussion of topics with practical exercises using microcomputer software. Both the theory and practice of GIS analysis will be presented. 2.0 hours discussion, 2.0 hours activity.

GEOG 213 Advanced Cartography 3.0
Prerequisites: GEOG 113 or equivalent. Cartographic data entry, manipulation, and analysis in a computer mapping environment. Emphasis is on geographic information processing. 2.0 hours discussion, 2.0 hours activity

GEOG 216 Locational Analysis 3.0
Prerequisites: Concurrent enrollment in or prior completion of GEOG 215 or equivalent. Examination of retail, service, and industrial location decision processes. Use of geographic information systems, quantitative methods, and field techniques to analyze and optimize business locations

GEOG 218 Remote Sensing 3.0
Prerequisites: GEOG 108 and GEOG 215 or equivalents. An introduction to the theory, techniques, data acquisition, processing, and presentation of imagery acquired through non-photographic and satellite means or remote sensing. The emphasis is on the application of the imagery to evaluate land cover and land use in the concept of human-Earth relationships. 6.0 hours activity.

GEOG 219 Advanced Geog Info Systems 3.0
Prerequisites: GEOG 119 and GEOG 215 or equivalents. This course examines technical issues and emerging developments in Geographic Information Systems (GIS). Topics include design considerations, data structures, algorithms, and problems. Both raster and vector GIS systems will be examined. Demonstration projects will require both cartographic and tabular output. 2.0 hours discussion, 2.0 hours activity.

GEOS 270 Environmental and Engineering Geology 3.0
Prerequisites: GEOS 002; GEOS 003; GEOS 106. For majors in related sciences and technical fields, GEOS 002. Practical application of techniques to solve geological engineering and environmental problems. Techniques of surface investigations and remote sensing; borehole and surface geophysics; soil descriptions and properties; landslide mapping, mechanics and remediation, subsurface investigation of rock masses; mapping of discontinuities, establishing rock quality, tunneling techniques. Seismic studies; surface and trench mapping of faults, seismic risk analysis. Ground water monitoring, site assessment, techniques of hazardous waste cleanup, state and federal regulations on hazardous waste, siting of landfills. Formerly GEOL 270.

RTPL 304 Planning Tools and Methodology 3.0
Problem-solving through the use of specific planning skills and methodologies, including computer use, mapping techniques, statistical applications, demographic data usage, the use of remote sensing data, and communication skills. 6.0 hours activity.

Applied Social Research Methods
Minor (E)

Engineering
BS in Civil Engineering (R)

Environmental Science
BS (E)
MS with Environmental Policy and Planning Emphasis (E)

Geography
BA (R)
MA (E)

Geographic Information System Technology Certificate (R)

Geosciences
BS (E)
MS with Option In Hydrology/Hydrogeology (E)

GEOG 280 Introduction to Geographic Techniques 3 Lecture, 2 hours; laboratory, 3 hours. A survey of mapping techniques for work in geography and related fields. Major focus is on use and interpretation of topographic maps and air photos, and basic concepts in satellite imagery and Geographic Information Systems (GIS). Topics include scale, projections, symbols, measurement, and interpretation of maps and air photos, data sources and manipulation of satellite images, data collection using global positioning systems (GPS), and data storage and analysis using GIS. Lab exercises will help reinforce concepts using computer software, topographic maps and other maps, field use of compasses and GPS receivers, and digital maps and images.

GEOG 380 Map, Air Photo and Satellite Interpretation (Digital Image Processing) 4 Lecture, 3 hours; laboratory, 3 hours. In this class, students learn how to create land-cover maps from satellite imagery. Raw satellite images are imported into computer software programs, preprocessed for radiometric and geometric corrections, enhanced for better interpretation, and finally classified into land cover maps using various techniques. These land cover maps are then assessed for accuracy through field ground truthing using geographic positioning systems. Students make land-cover maps of Sonoma county and use these to monitor changing land-use and cover patterns. Students utilize various software programs, including IDRISI and ERDAS. The class incorporates hands on computer labs, field trips, and an independent project. Prerequisites: GE MATH and GEOG 280.

GEOG 385 Cartography 3 Lecture, 2 hours; laboratory, 3 hours. Map and graphic methods in geography: history, design, theory and construction. Topics include selection of map projections, use of scales, generalization, data input and processing, color, visualization of spatial data, and map production. Emphasis is placed on effective communication through graphic design. Covers the increasing role of geographic information systems (GIS) in cartography. Also examines the collection of geographic data, such as with global positioning systems (GPS). Exercises guide students through increasingly complex methods of data collection and cartographic construction. Prerequisite: GEOG 280 or consent of instructor.

GEOG 387 Geographic Information Systems 4 Lecture, 3 hours; laboratory, 3 hours. Analysis and management of spatial data using geographic information systems (GIS). Topics include data structures, conversion of data to GIS formats, spatial analysis such as overlay and buffering, use of relational databases, customizing the GIS interface, and management of GIS projects. Laboratory exercises demonstrate the principles with GIS software packages. Prerequisite: GEOG 280 or consent of instructor.

GEOG 487 Advanced Geographic Information Systems 2 Lecture, 1 hour; laboratory, 3 hours. This course provides greater depth in the foundations and applications of geographic information systems (GIS), building on the principles learned in the introductory course (GEOG 387). Readings, discussions and lectures will delve into such topics as conversions between projections and coordinate systems, vector data structures and algorithms, raster data compression, conversion of data to digital format, error management, visualization of spatial databases, and management of GIS project. Students will also complete a semester-long project that integrates the principles of GIS in a sophisticated GIS software package. Prerequisite: GEOG 387 or consent of instructor.

Geography
BA (R)
Minor (E)

GEOG105. Computer Cartography.
Preparation of maps and diagrams, emphasizing thematic map design using various mapping and design programs. Detailed study of important map projections. Passing score on ELM exam recommended. Lecture one hour, laboratory six hours. 3 units.

GEOG 107. Remote Sensing of the Environment.
Aerial photographs and scanned satellite images, emphasis on the former. Topics include the electromagnetic spectrum, cameras, films, image geometry as related to planimetric and topographic mapping, multispectral techniques, and interpretation of imagery, emphasizing land use and landforms. Lecture two hours; laboratory three hours. Prerequisite: GEOG 103; passing score on ELM recommended. 3 units.

GEOG 109. Geographic Information Systems.
Introduction to GIS, including history and overview of current applications; the nature of spatial data; geographic data structures, acquisition, analysis, and display of geographic data. Lab exercises use various computers and include both raster- and vector-based GIS systems. Lecture two hours; laboratory three hours. Prerequisite: CSC 001, GEOG 105 or GEOG 107; or instructor permission. 3 units.

GEOG110. Advanced Geographic Information Systems
Advanced GIS including detailed understanding of the analytical capabilities of several of the recent GIS developments in geographic modeling using computer techniques and programs such as Spatial Analyst, Network Analyst and 3-D Analyst. Lecture two hours and Laboratory 3 hours. Prerequisite: GEOG 109 or instructor permission. 3 units.

GEOG163. Applied Resources Planning
The application of Advanced GIS Resource Planning and modeling tools, including the detailed understanding of the analytical capabilities of several of the recent GIS developments in geographic modeling using computer techniques and programs such as Arcview's Hydrologic Modeling, Spatial Analyst, Network Analyst and 3-D Analyst. Lecture two hours and Laboratory three hours Prerequisite: GEOG 109 or instructor permission. 3 units.

GEOL212. Geologic Remote Imaging.
Use of remote imaging in geologic applications. Types of imagery, acquisition, production, processing, and interpretation are covered. Lecture three hours; laboratory three hours. Prerequisite: PHYS 005B or PHYS 011B or equivalent; GEOL 102A, GEOL 110A or equivalent; and proficiency using a personal computer. 4 units.

Business Administration
BS with Real Estate and Land Use Affairs Concentration (E)

Environmental Studies

BA (E)
Minor (E)

Geography
BA (R)
BA with Metropolitan Planning (certificate) (R)
BA with Resource Planning (certificate) (R)
BA with Cartography, Geographic Information Systems & Planning Concentration (R)
Pre-Planning Certificate 1. Metropolitan Planning Concentration (R)
Pre-Planning Certificate 2. Resource Planning Concentration (R)

Geol
MS (E)

Geog 3410 Air-Photo Interpretation (4)
The principles of airborne remote sensing and image interpretation for environmental resource management. Hands-on experience in photogrammetric stereoscopy and image measurement of spatial data. Two hrs. lect., 4 hrs. act.

GEOG 4425 Remote Sensing of Earth Environments (4)
Introduction to remote sensing applications on earth resource management. Focus on non-photographic earth observation systems such as near-infrared, thermal-infrared, and radar. Principles of remote sensing; types of imaging systems; and digital image processing. Prerequisites: GEOG 3410 and consent of instructor. Two hrs. lect., 4 hrs.

GEOG 4600 Introduction to Geographic Information Systems (5)
Introduction to spatial database management technology using computers to capture, store, update, manipulate, analyze, and display geographically referenced information for decision-making purposes. Prerequisite: GEOG 3605. Two hrs. lect., 6 hrs.

GEOG 4605 Environmental Applications of GIS (4)
Interdisciplinary applications of GIS technology on the mapping, monitoring, analysis, management and conservation of environmental resources such as water, land use, agriculture and wildlife. Prerequisite: GEOG 4600. Two hrs. lect., 4 hrs.

LIB 2000: Interdisciplinary Applications of Geographic Information Systems (4)
Fundamentals of spatial database technology and manipulation using commercially available computer programs. Emphasis on applicability to interdisciplinary fields including business, life and physical sciences, education, social sciences, and library and information resources. Recommended preparation: familiarity with computers. Two hrs. lect., 4 hrs.

SCI 3501 Scientific Applications of Geographic Information Systems (4)
Using maps to display scientific data. Using computer assisted mapping techniques to analyze datasets from environmental science, geological sciences, biological sciences, geography, and/or psychology. Using computer programming tools and statistical program packages to display spatial data. Prerequisites: a statistics course and a lab science course.

Geography
BA (E)
BS (E)
MA (E)
Cartography and GIS Certificate (R)

Environmental Science
BS with Environmental Systems and Resource Management (R)

Environmental Studies
BA with Land Use Planning and Management option (E)

Geography
BA (R)
BA with Urban Analysis (E)
BA with Geographic Information Science emphasis (R)
Minor (E)
Minor in Geographic Information Science (R)
MA (E)
Geographic Information Science Certificate (R)

Urban Planning
MUP (E)

Geology
BS (E)
Minor (E)

Earth Science
BS (E)
Minor (E)

Environmental Studies
BA (E)
BS (E)
Minor in Energy and the Environment (E)

GEOG 3751 Introduction to Computer Applications in Geography (3 units).
Course introduces computer systems and programs used in geographic research. Students will utilize systems and programs through the context of a class-wide geographic research problem. Corequisite: GEOG 3752. (Lecture, 2 hours; laboratory, 2 hours)

GEOG 4730 Computer Applications in Geography (1–3 units).
A tutorial course for self-motivated students familiar with computer programs. Students will learn mapping techniques and geographic information systems from available software. Prerequisites: Consent of instructor and knowledge of cartography.

GEOG 4750 Geographic Information Systems (3units).
The use of computers for input, storage, representation, analysis, and retrieval of spatial data for cartographic purposes; GIS as a tool in information management and decision making. Corequisite: GEOG 4752. Prerequisites: Consent of instructor and computer experience. (Lecture, 2 hours; laboratory, 2 hours)

Geography
BA (E)
BA with Applied Concentration (R)

Permaculture
Minor (E)

Social Science
BA with Urban and Community Studies concentration (E)

ESSP 332 - Introduction to Geographic Information Systems (GIS) and Global Positioning Systems (GPS) - 3 credits
Theory and application of spatial data acquisition, analysis, and display for problems in Earth Systems Science & Policy using an integrated, hands-on, project-based approach. Covers geographic information systems (ArcView) and Global Positioning System (GPS). Course completion results in ArcView certification from ESRI and GPS certification from Trimble Navigation (GeoExplorer II or III). Offered fall and spring semesters. Prerequisite(s): CST 101 or equivalent. Corequisite(s): ESSP 332L.

ESSP 433 - Applications of Marine Science Technologies - 3 credits
Explores how advanced technologies for data acquisition, analysis and display are being applied to current marine research initiatives and environmental issues. Includes hands-on application of sidescan sonar, Geographic Information Systems (GIS), quantitative video habitat mapping, computer modeling, remote sensing, image processing, hydrographic mapping, Global Positioning System (GPS), and environmental instrumentation. Prerequisite(s): ESSP 220, ESSP 220L, and ESSP 332, or equivalent; ESSP 345 strongly recommended. Corequisite(s): ESSP 433L.

ESSP 434 - Introduction to Remote Sensing and Image Processing - 2 credits
Introductory applications of geospatial information technology and geodata manipulation and analysis, including remote sensing, aerial photography, image processing, georeferencing, and georecertification. Course completion results in remote sensing and image processing certification from MicroImages, Inc., (TNTmips). Taught during first half of semester. Prerequisite(s): CST 101 or equivalent

ESSP 436 - Advanced Remote Sensing and Image Processing - 2 credits
Advanced applications of geospatial information technology and geodata manipulation and analysis, optical and radar remote sensing, image processing, and quantitative information extraction from multispectral and/or multiparameter radar image data. Taught during second half of semester. Prerequisite(s): Completion of or concurrent enrollment in ESSP 434 or equivalent.

ESSP 532 - Introduction to Geographic Information Systems and Global Positioning Systems (GPS) - 2 credits
Theory and application of spatial data acquisition, analysis, and display for problems in Earth Systems Science & Policy using an integrated, hands-on, project-based approach. Covers Geographic Information Systems (basic ArcView) and Global Positioning Systems (GPS). Course completion results in ArcView certification from ESRI and GPS certification from Trimble Navigation (GeoExplorer II or III). Requires advanced research project. Students who have completed ESSP 332 may not enroll for credit. Offered fall and spring semesters.

ESSP 534 - Introduction to Remote Sensing and Image Processing - 2 credits
Introductory applications of geospatial information technology and geodata manipulation and analysis, including remote sensing, aerial photography, image processing, georeferencing, and georecertification. Course completion results in remote sensing and image processing certification from MicroImages, Inc., (TNTmips). Requires advanced research project. Students who have completed ESSP 434 may not enroll for credit. Taught during first half of semester.

ESSP 536 - Advanced Remote Sensing and Image Processing - 2 credits
Advanced applications of geospatial information technology and geodata manipulation and analysis, optical and radar remote sensing, image processing, and quantitative information extraction from multispectral and/or multiparameter radar image data. Requires advanced research project. Students who have completed ESSP 436 may not enroll for credit. Taught during second half of semester. Prerequisite(s): Completion of or concurrent enrollment in ESSP 534 or equivalent

MIE 354 - Geographic Information Systems for Demographic Analysis - 4 credits
The business community is rapidly becoming one of the largest users of Geographic Information Systems (GIS) technology. Industry analysts predict that GIS will be a commonly used application in business. This learning experience introduces the fundamentals of GIS and its business applications and provides students with hands-on experience of solving a variety of common business problems with GIS. Some examples are: creating and analyzing markets; locating retail outlets; identifying target markets; conducting drive time analysis.

SBSA 271/371 - Applications of GIS to Social Sciences - 4 credits
Uses social science methods and theories and GIS technologies to analyze human, social, economic, and spatial dynamics and resources in societies and their economies. Students apply GIS technologies to the study of specific data sets. Formerly known as SBSC 251 and SBSC 271.

SBSD 280/380 - World Population, Natural Resources, and GIS - 4credits
Introduces the nature and background of population and natural resources. Discusses different perspectives on dealing with population growth and conserving resources. Addresses hands-on experience in using advanced commercial Geographic Information System (GIS) software to explore the information related to world population and natural resources. Formerly known as SBSC 276 and SBSC 376.

SBSM 227 - Introduction to Geographic Information Systems - 2- 4 credits
Introduces basic concepts and applications of Geographic Information Systems (GIS) such as GIS data input, raster and vector data management, spatial relationships, analysis, and Web-based GIS.

SBSM 273/373 - Virtual Archaeology and Geographic Information Systems - 4 credits
Surveys the world of virtual archaeology, visualization, and GIS applications in prehistoric and historic archaeology. Course applications center on three primary approaches to the visualization and modeling of archaeological sites and materials, including: 1) multimedia applications for the reconstruction of sites and artifacts; 2) recent applications in three-dimensional visualization for site interpretation; and 3) potential uses of Global Positioning System (GPS) and Geographic Information System (GIS) applications and technologies. Formerly known as SBSC 273 and SBSC 373.

SBSM 327 - Introduction to Geographic Information Systems (GIS) - 2- 4 credits
Introduces basic concepts and applications of Geographic Information Systems (GIS) such as GIS data input, raster and vector data management, spatial relationships, analysis, and Web-based GIS.

SBSM 354 - GIS for Demographic Analysis in Business and Social Sciences - 4 credits
The business community is rapidly becoming one of the largest users of Geographic Information Systems (GIS) technology. Industry analysts predict that GIS will be a commonly used application. This learning experience introduces the fundamentals of GIS and its business applications and provides students with hands-on experience of solving a variety of common business problems like creating and analyzing markets, locating retail outlets, identifying target markets and conducting drive time analysis. Formerly known as SBSC 354.

SBSM 436 - Advanced GIS and Global Positioning System (GPS) Mapping - 4 credits
Provides students with advanced GIS skills such as image processing capabilities, multispectral and multisensor information extraction, and cartographic modeling. Includes certification in ArcView Spatial Analyst. Formerly known as SBSC 436 and ESSP 436. Prerequisite(s): SBSC 227 or SBSC 327.

SBSM 450 - Special Topics in Geographic Information Systems - 4 credits
This course covers specialized GIS techniques and applications. Possible topics include but not limited to: raster modeling (ArcView Spatial Analyst), GIS programming (Avenue, AML), Internet GIS, and image processing. Prerequisite(s): SBSM 227/327 or SBSM 436.

SBST 256/356 - People, Places, and Environment: A Geographic Perspective (on-line course) - 4 credits
An introduction to the theory and applications of modern geography. Utilizing the latest Web-based multimedia technology and Geographic Information Systems (GIS), this learning experience will feature both the cultural and environmental aspects of geography at global, regional, and local levels.

SBST 356 - Introduction to Geography: People, Places, and Environment - 2- 4 credits
This course is an introduction to the theory and applications of modern geography. Utilizing the latest Web-based multimedia technology and Geographic Information Systems (GIS), this learning experience will feature both the cultural and environmental aspects of geography at global, regional, and local levels. Formerly known as People, Places, and Environment: A Geographic Perspective.

Earth Systems Science & Policy (ESSP)
BS (E)
BS with Science Education/Informal Science Education Emphasis (R)

Management and International Entrepreneurship (MIE)
BS (E)

Social and Behavioral Sciences
BA (E)

CE261. Geoprocessing (3)
Prerequisite: S E 173 or equivalent. Integration of computer technologies for gathering, analyzing, and displaying data associated with the earth's spatial features. Engineering design problems dependent on competing factors.

CE271. Geodetic Systems Optimization (3)
Prerequisite: S E 108 or equivalent. National geodetic networks; planimetric and vertical control systems; geodetic control densification; network optimization criteria and methodology.

CE275. Satellite Surveying (3)
Prerequisite: graduate standing. Discussion of GPS orbital theory, data collection and processing algorithms, network adjustments, project design and optimization techniques. Review of current research trends and applications. (Field trips required)

CE283. Digital Remote Sensing (3)
Prerequisite: S E 140 or equivalent. Quantitative approach in remote sensing; digital image characteristics, error correction, registration; geometric and radiometric image enhancement; image classi fication; system design; remote sensing and GIS (Formerly ENGR 291T section)

CE285. Advanced Analytical Photogrammetry (3)
Prerequisite: S E 125 or equivalent. Mathematical models in photogrammetry; bundle block adjustment, self-calibration; close-range photogrammetry; real time photogrammetry and data snooping. System design; hardware and software considerations in photogrammetry.

CE286. Geographic Information Systems Design (3)
Prerequisite: S E 173 or equivalent. Data structures and algorithms, databases for GIS, error modeling and data uncertainty, visualization, data exchange and standards, the multipurpose cadaster, advanced analysis techniques.

GEOG101. Computers in Geography (4)
Introduction to computer applications in geography. Fundamental concepts of computers, Internet, word processing, programming, database, computer mapping, remote sensing, and GIS applications. No computer and statistical experience required. (2 lecture, 4 lab hours)

GEOG102. Computer Cartography (4)
Prerequisite: GEOG 101 or permission of instructor. Map design and production in a computer environment: business graphics, desktop publishing, computer-aided design, thematic mapping, three-dimensional surfaces, and graphic programming. (2 lecture, 4 lab hours)

GEOG105. Aerial Photograph Interpretation (4)
Prerequisites: GEOL 1 or GEOG 7; GEOG 101 or permission of instructor. Aerial photography, videography, and multispectral scanner technology; image interpretation; computer-based digital processing; monitoring and mapping of terrain features; georeferencing (GPS); GIS applications. (2 lecture, 4 lab hours)

GEOG106. Advanced Aerial Photo Interpretation and Remote Sensing of Environment (4)
Prerequisite: GEOG 105. Advanced techniques of remote sensing, e.g., hyperspectral and radar imaging; advanced computer-based digital processing; advanced monitoring and mapping of terrain features; advanced GIS applications. (2 lecture, 4 lab hours)

GEOG107. Introduction to Geographic Information Systems (4)
Prerequisite: GEOG 101 or permission of instructor. Fundamental concepts of acquisition, structure, manipulation, and analysis of data in a GIS environment. Practice in the design, management, and implementation of GIS. (2 lecture, 4 lab hours)

GEOG108. Spatial Analysis in Geographic Information Systems (4)
Prerequisite: GEOG 107. Spatial analysis and modeling in a GIS environment. Spatial geometry, pattern analysis, terrain analysis, path analysis, network analysis, surface modeling, spatial autocorrelation, spatial regression, spatial classification, and spatial interpolation. (2 lecture, 4 lab hours) (Formerly GEOG 188T section)

GEOL180. Computer Applications in Geology (3)
Use of computers in geology, focusing on such applications as multi-dimensional graphics, desktop mapping, communications, on-line resources, modeling. (2 lecture, 3 lab hours) (Formerly GEOL 130T section)

GEOL185. Remote Sensing for the Natural Sciences (3)
Prerequisite: General Education Breadth, Area B; GEOG 105 recommended. Introduction to remote sensing techniques, including ultraviolet, visible, and infrared electromagnetic sensors, both space and aircraft based, and acoustic methods. Laboratory exercises will use examples from geology, agriculture, and society. Familiarity with computers required. (2 lecture, 3 lab hours)

GEOL186. Earth Science Applications of GIS (3)
Prerequisite: GEOG 107 recommended. Spatial information management, analysis, interpretation, and display using computer methods. Map concepts, spatial relationships, database design, and spatial analysis of data. Laboratory exercises using geologic map data, faults, earthquake epicenters, stream habitats and restoration, and endangered species. Familiarity with computers required. (2 lecture, 3 lab hours)

GME15. Engineering Surveying (3)
Prerequisite: MATH 5. Principles of surveying measurements for distance, direction, elevation, and position; geometry of the single aerial photograph; topographic and planimetric mapping, GIS/LIS, horizontal curves, vertical curves, earthwork and engineering applications. (Formerly S E 15)

GME16. Municipal Surveying (1)
Prerequisites: G M E 15. Instrumentation; automated electronic survey data collection; local plane control survey, land survey, GIS overlay mapping and astronomy for azimuth applications. (Formerly S E 16)

GME16L. Municipal Surveying Laboratory (1)
Prerequisite: G M E 16 or concurrently. Field and office practice in instrumentation; automated electronic survey data collection; local plane control survey, land survey, GIS overlay mapping and astronomy for azimuth applications. (3 lab hours; field trips required) (Formerly S E 16L)

GME66. Computer-Aided Mapping (2)
Prerequisite: G M E 15 or concurrently. Principles of computer map creation and design; interactive editing of digital map and graphic data; graphic input to Geographic Information Systems; includes comprehensive computer mapping design experience.(Formerly S E 66)

GME73. Geomatics (2)
Introduction to Geographic and Land Information Systems; software and hardware issues; practical exercises. (Formerly S E 73)

GME114. GPS Navigation (3)
Prerequisite: permission of instructor. Theory and concepts of navigation systems emphasizing real-time GPS. Design of air, sea, and land navigation applications, including automatic vehicle location and navigation (AVLN). (2 lecture, 3 lab hours; field trips required) (Formerly S E 114)

GME123. Stereo-Photogrammetry (3)
Prerequisites: G M E 15, 34 or concurrently. Imaging systems; image quality. Theory of stereo-photogrammetry; orientation of stereo-model. Design and operating principles of stereoplotters. Photogrammetric mapping; orthophoto mapping. Project planning. (2 lecture, 3 lab hours; field trips required) (Formerly S E 123)

GME 125 Analytical Photogrammetry (3 units)
Prerequisites: G M E 123, 135. Introduction to analytical photogrammetry; strip and block aerial triangulation. Design and operating principles of analytical plotters. Introduction to soft-copy photogrammetry. (2 lecture, 3 lab hours; field trips required) (Formerly S E 125)

GME 126 Digital Mapping (3 units)
Prerequisites: G M E 123, 173 or concurrently. Design of data input, editing, display and processing mechanisms for digital mapping applications; hardware considerations and software design for DTM applications. (2 lecture, 3 lab hours; field trips required) (Formerly S E 126)

GME140. Earth Resources Surveying (3)
Prerequisite: junior standing or permission of instructor. Extraction of quantitative data from aerial and space imagery for monitoring environment and management of earth resources. Data input for Geographic Information Systems. (Formerly S E 140)

GME143. Satellite Geodesy (3)
Prerequisites: G M E 102, 108, 135. Motion of a satellite, orbit geometry and perturbations; time measuring systems; global geodesy model; reduction and adjustment of GPS and other satellite observation data; differential equations of orbit relaxation; GPS network optimization; data transformation. (Field trips required) (Formerly S E 148, S E 143)

GME145. Geopositioning (3)
Prerequisites: G M E 143. Design of planning, data collection, data processing and network adjustment applications; kinematic and real-time GPS applications; case studies. (2 lecture, 3 lab hours; field trips required) (Formerly S E 145)

GME173. Introduction to GIS (3)
Prerequisites: G M E 15 and 66 or M E 26, or permission of instructor. Data quality and accuracy, privacy, ethics, institutional, governmental and technological issues associated with GIS; hardware and software considerations for geodetically controlled cadastral, resource and environmental GIS applications; existing system case studies. (Field trips required) (Formerly S E 173)

GME 174 GIS Applications (3 units)
Prerequisite: G M E 173. Use of available GIS. Applications software; spatial analysis, simulation modeling and system evaluation; practical applications to specific GIS scenarios; creation, manipulations, maintenance and analysis of geodetic, cadastral, administrative, resource and environmental overlays. (2 lecture, 3 lab hours; field trips required) (Formerly S E 174)

GME 175 GIS Design Problems (3 units)
Prerequisite: G M E 173. Application of data quality, accuracy, ethics and liability issues to the design of integrated Geographic Information Systems; integrated data structure, algorithm, and database considerations; major design team GIS development project required. (2 lecture, 3 lab hours; field trips required) (Formerly S E 175)

GME 177 GIS Database Design (3 units)
Prerequisites: G M E 135, 173. GIS database structure and design; design, use, maintenance and mutation of comprehensive relational and spatial database structures for GIS applications; structured query language; hardware implications and case studies of existing GIS software packages; creation of new GIS applications software (Formerly S E 177)

Geology
BS (E)

Civil Engineering
BS (R)
MS (E)

Geography
BA (E)
BA with Technical emphasis (R)
BA with General emphasis (E)
Minor (E)

Environmental Science (Approval Pending)
BS (E)

Geomantics Engineering
BS (R)

BRAE 345 Aerial Photogrammetry/Remote Sensing
Object recognition, three-dimensional equipment, and interpretation of aerial photographs. Print alignment, stereoscopic viewing, scales, elevation determination, and application. Orthophotos and their relationship to Geographic Information Systems (GIS). Application of aerial photos to regional studies. 2 lectures, 1 laboratory. Prerequisite: MATH 119.

BRAE 446 CAD for Land Modeling
Techniques for preparing data for geographic information systems using TERRAMODEL. Digital data from surveying, orthophotography, and government data sources will be entered, displayed, edited and translated for use in other software packages. Transformation of coordinate systems. Earthwork and hydrologic examples. 1 lecture, 1 laboratory. Prerequisite: BRAE 237 or BRAE 247, and GE F1 computer literacy course.

BRAE 452 Boundary Law/Data Accuracy for GIS
Research of boundary descriptions, record maps, and existing survey data. Value and implications of the data. Local and state requirements and restrictions on use of data. Procedures for incorporation of data into Arc/Info. 2 lectures, 1 laboratory. Prerequisite: BRAE 237 or BRAE 239.

CRP 216 Computer Applications for Planning (4)
Introduction to the use of computer applications for planners. Includes spreadsheets, statistical applications, database, geographic information systems, and graphics. Miscellaneous course fee required–see Class Schedule. 2 lectures, 2 laboratories.

CRSC 444 Precision Farming (4)
Precision agriculture applications. Integrating GIS, GPS, and remote sensing technologies with site-specific farming practices to optimize agricultural productivity. Field trip required. 3 lectures, 1 laboratory. Prerequisite: CRSC 230 or other plant production course.

FNR 247 Forest Surveying (2) (Also listed as BRAE 247)
Use and care of tapes, staff compass, abney levels, theodolites, and GPS receivers. Keeping field notes, measurements by tape. Closed and open traverse by compass and theodolite. Turning angles and determining directions of lines. Map reading and public land description. GPS measurements. 1 lecture, 1 laboratory. Prerequisite: MATH 119.

FNR 460 Advanced Applications of GIS in Natural Resources (2)
Acquisition, organization and analysis of geographic data from diverse sources to develop coverages using Geographic Information System (GIS) software. Advanced GIS modeling applications and validation techniques. 2 laboratories. Prerequisite: FNR/LA 318.

FNR 464 Advanced GIS Practicum (1)
Advanced GIS applications and modeling strategies used in projects developed in FNR 460. 1 laboratory. Prerequisite: FNR 460.

FNR 530 Social Systems in Forest Resources Management (3)
Theories and methods for incorporating community in the management of forest resources. Approaches to conflict resolution between resource owners and community stakeholders using tools such as GIS. 2 lectures, 1 laboratory. Prerequisite: Graduate standing and consent of instructor.

FNR 534 Forest Ecosystem Management and Modeling (3)
Methods and modeling approaches used in quantifying ecological processes and conditions associated with forested ecosystems, such as fire behavior, hydrologic processes, terrestrial and aquatic habitat condition using GIS and other models. 2 lectures, 1 laboratory. Prerequisite: Graduate standing, and consent of instructor.

GEOG/FNR/LA 318 Applications GIS in Natural Resources
ARC/INFO and ArcView Geographic Information System (GIS) computer software to explore natural resources, social and business issues, using spatial data. Develop data base, use software and apply with relevant natural systems. Miscellaneous course fee required–see Class Schedule. 1 lecture, 2 laboratories. Prerequisite: Junior standing, and AG 250 or CSC 113 or consent of instructor.

LA 410 Information Systems in Landscape Architecture (2)
GIS applications using current software on advanced work stations. Basic GIS concepts including topological data structures, relational database concepts, data input techniques and issues and spatial analysis techniques. Miscellaneous course fee required–see Class Schedule. 1 lecture, 1 laboratory. Prerequisite: LA 451, LA/FNR 318 or consent of instructor.

LA 451 Regional Landscape Assessment (6)
Emphasis on regional landscape assessment and design techniques utilizing geographic information systems (GIS) techniques. Land planning and design issues in regional scale environments. Miscellaneous course fee required–see Class Schedule. 6 laboratories. Prerequisite: LA 353 or consent of instructor.

Agriculture
Minor in GIS (R)

City and Regional Planning
BS (R)

Ecology and Systematic Biology
BS (E)

Forestry and Natural Resources
BS (R)

Landscape Architecture
B (R)

Soil Science
BS (E)

Geog 405 GEOGRAPHIC INFORMATION SYSTEMS Introduction to basic principles of geographic data acquisition, processing, and display through digital methods. Students will be introduced to spatial data structures and algorithms and to examples of current GIS uses. Laboratories will demonstrate the operation of a GIS package on a computer. (Two hours lecture, six hours laboratory.)

Geog 406 ADVANCED GEOGRAPHICAL INFORMATION Techniques of professional cartography. (One hour of lecture, six hours of laboratory.)

Geog 407 REMOTE SENSING A problem oriented course emphasizing the techniques and application on imagery recorded in non-visible segments of the electromagnetic spectrum. This includes infrared, near infrared and radar imagery from aircraft and satellite platforms. (Two hour of lecture and three hours of laboratory.)

Geog 462. LABORATORY IN COMPUTER APPLICATIONS (1) The nature of digital computers. Coding geographic data. Utilization of standardized computing routings, geographical data banks. Computer mapping. Computer programming. (Two hours lecture, three hours laboratory.)

Geog 460. SPATIAL ANALYSIS AND COMPARISON (2) Statistical analysis of quantitative data by areas. Measurement of aggregation and concentration, description of areal distribution and gradients, significance of similarities and differences. (Two hours lecture and two hours laboratory.)

Geol 570. ADVANCED COMPUTER APPLICATIONS IN GEOLOGY (4) Fundamentals of geological data processing, map analysis, and advanced statistics and graphical techniques. Topics to include geological data base management, geologic modeling (contouring), geologic maps, cross sections and illustrations with computers, GIS and other specialized programs related to specific geological applications. Term projects, papers and presentations will be required. Lecture 2 hours, laboratory 6 hours.

Geography
BA (E)
BA with Cartography and GIS specialty (R)
Minor (E)

Geology
BS (E)

Urban Studies and Planning
BA (E)

GEOG 332 (and PLSI 332) Political Geography (5)
Lectures, analysis and field work on the relationships between physical and cultural geography and the power in nations, states, and communities. Case studies in both U.S. and other nations and GIS exercises. Satisfies the Geography requirement for Liberal Studies.

MIS 300 Management Information Systems: Concepts and Applications (5)
This course will provide an overview of the computer-based information systems, its components, and the process of development and implementation. The role of information systems will be taught from an interdisciplinary perspective. A heavy emphasis will be given to information management, database design, collection and manipulation of data, sharing data among the functional areas and relational database concept. Issues in new developments in the MIS fields and how they affect the functional areas of business for improving the competitiveness of a business organization will be explored and developed. New trends in information systems such as decision support systems, geographic information systems and group support systems will be explored.

MIS 600 Seminar in Management Information Systems and Technology (5)
This course will provide a state-of-the-art coverage of information technology as it relates to effective decision making. Collection and manipulation of relevant data, database design, data mining, data warehousing and information sharing among functional areas will be explored. The course explores various information systems technologies including decision support and executive information systems. Numerous case studies illustrate the successful applications and the impacts of information systems in growing companies. The course also explores the new trends in information systems field including group support systems, geographic information systems and applied artificial intelligence for effective decision making.

SOC 351 Introduction to Geographical Information Systems (5)
This course familiarizes students with geographic information system applications. It is designed for majors from any field who wish to use modern mapping techniques for illustrating a variety of social, economic, and political phenomena. The course is geared toward training students in GIS techniques through the process of "hands on" research.

SOC 451 Advanced Spatial Analysis Through Geographical Information Systems (5)
This course will explore the nature of spatial data sources and their applications. Special emphasis will be placed on collecting spatial information and creating base maps. Additional topics to be explored include data conversion methods, maintaining data quality, data base design, and analyzing the impact of emerging technologies such as automated vectorization. The course is designed to address problems and concerns of working with GIS applications. Prerequisite: SOC 351 or equivalent.

Business Administration
MBA (R)
Management Information Systems Minor (R)

Sociology
BA with Urban Studies and Planning Concentration (E)

Environmental Resource Management
BS (E)
BS with Land Use Planning and Policy Concentration (R)

Political Science
BA (E)

CE 427/L Photogrammetry and Remote Sensing/Laboratory (3/1) Interpretation of aerial photographs. Stereoscopy. Application of aerial surveying to engineering problems, mapping. 3 lectures/problem-solving and 1 three-hour laboratory. Prerequisites: ENG 104 or equivalent, CE 134.

CE 484/L Design of Geographical Information Systems /Laboratory (3/1) Introduction to the theory of spatial information systems. Maps as information systems. Spatial information system theory and feedback. Design of data capture models. Design of data display and output models. Design of data storage and data manipulation models. Design of data dissemination models. The design of spatial information systems in engineering practice. 3 lectures/problem-solving and 1 three-hour laboratory. Prerequisites: ENG 104 or equivalent, CE 134/144L.

GEO 240/240A Introduction to Geographic Information Systems (3/1) Concepts in the framework of geographic information systems. Basic techniques for the computer processing of geographical systems analysis and modeling. 3 hours lecture/problem-solving. Prerequisites: GEO 105/105A or permission of instructor.

GEO 410 Photographic Remote Sensing (4) Student interpretation of spatial and spectral information from imagery produced in the photo-sensitive region of the electromagnetic spectrum. Experimentation with multispectral photography of the environment. Radial-line maps and mosaics from air photos and satellite photos. 4 l e c t u re s / p roblem-solving. Pre requisite: GEO 103 or permission of instructor.

GEO 420 Digital Image Processing (4) Principles and techniques of remote sensing and using remotely sensed data to examine physical and cultural geographic scenes. Remote sensing applications in urban planning, agriculture, ecosystem management, atmosphere and earth sciences, and geographic i n f o rmation systems. 4 lecture s / p roblem-solving. Pre re q u i s i t e s : Completion of GE requirements in area 2A, 2B, and 2C, or permission of instructor. Meets GE requirement in Area 2D for non-majors.

GEO 421/421L Computer Cartography (3/1) Extensive student presentations on the utilization of computers to draw maps. Use of digitizers, scanners, and other computer mapping input devices; computer mapping software using line printers and plotters as output devices. Application of geographic information systems. 3 lectures/problem-solving, 1 three-hour laboratory. Prerequisites: GEO 105/105A or CS 101 or CIS 101, or permission of instructor. Corequisites: GEO 421/421L.

GEO 430/430A Multimedia Mapping (3/1) Concepts and techniques utilizing the computer to combine and convert cartographics, sound, animation, video and film from analog to digital media to produce interactive multimedia maps and atlases. Students author and produce linear and nonlinear, cartographic and geographic hypermedia and hypertext. 3 hours lecture/problem-solving, 2 hours activity. Prerequisites: GEO 101, GEO 102, and GEO 105/105A.

GEO 442/442A Advanced Geographic Information Systems I (3/1) Technical issues of geographic information, including data structure, database models, error estimation and product generation. 3 hours lecture/problem-solving, 2 hours activity. Prerequisite: GEO 240/240A or consent of instructor.

GEO 443/443A Advanced Geographic Information Systems II (3/1) Applications in geographic information systems. Topics include resource management, urban planning, demographic and network applications and systems design and implementation. 3 hours lecture/problem-solving, 2 hours activity. Prerequisite: GEO 240/240A or consent of instructor.

GEO 445/445A Environmental Modeling With Geographic Information Systems (3/1) E n v i ronmental modeling from a geographic information systems perspective. Technical approaches to model development with GIS. Input data requirements, data sources and processing techniques, interactive results presentation, scaling and spatial dimensions issues, cross-disciplinary applications. 3 hours lecture/problem solving, 2 hours activity. Prerequisite: GEO 240/240A or consent of instructor.

GEO 451 Internship in Geographic Information Systems (4) On-the-job training in cartography and/or image interpretation for at least 10 hours per week or a minimum of 100 hours per academic quarter. Prerequisites: senior standing and the consent of the internship coordinator.

GSC 323/323L Applied Geomorphology (3/1)
Practical/Empirical Geomorphology of Landforms and Terrain analysis of Surficial Geology. The systematic description and analysis of landscapes and processes that change them - processes of landform development, analysis of modern surfaces, recognition of older landforms obscured by modern erosional overprinting; use of remote sensing techniques in landform analysis; quantitative measures of landform evolution. 3 lecture discussions and 1 three-hour laboratory per week. Required field trips. Field trip fee required. Prerequisite: GSC 111, GSC 141L, GSC 219/219L.

URP 486/486L Geographic Information Systems Applications in Planning (3/1) Application of planning concepts and techniques using geographic information systems and database management tools. Field work and studio activities address contemporary planning and public policy issues. Prerequisite: URP 332, 3 lectures, 1 three-hour laboratory. Concurrent enrollment required.

Anthropology
BS with Cultural Resource Management option (R)
BS with Computer-Based Anthropology option (R)

Geography
BS (R)
BS with Geographic Information Systems option (R)
Minor (E)

Geology
BS (E)
BS with Integrated Earth Studies option (E)

Civil Engineering
BS in Survey Engineering (R)

Urban and Regional Planning
BS (E)

Geog301. Introduction to Geographic Information Systems and Mapping
An introduction to the fundamental principles and theories involved in working with geographic data within a geographic information system (GIS). Basic mapping concepts of scale, generalization, classification, map projections, coordinate systems, and spatial analysis are covered. Four hours lecture and three hours laboratory. (5 units)

Geog306. Remote Sensing of Environment
Interpretation of environmental phenomena recorded by satellite and aerial multispectral sensing systems, especially conven-tional aerial photography. Prerequisite: GEOG 103 or consent of instructor. (4 units)

Geog401. Advanced Geographic Information Systems
Advanced study of the principles and theories involved in working with geographic data within a geographic information system (GIS). Emphasis on the input, storage, manipulation, and analysis of geographic data. Four hours lecture and three hours laboratory. Prerequisite: GEOG 301 or consent of instructor. (5 units)

Geog402. Geographic Information Systems Applications
An examination of case studies in which geographic information systems (GISs) have been used to address environmental problems. Individual and/or group projects required. Four hours lecture and three hours laboratory. Formerly a topic under GEOG 390. Prerequisite: GEOG 301 or consent of instructor. (5 units)

Geog406. Digital Image Processing
Geographic manipulation and interpretation of multispectral scanner data from satellites, radar and other digital image sources with the aid of computers. Prerequisite: GEOG 306 or consent of instructor. (4 units)

Geog605. Spatial Data Presentation
An integrated study of geographic techniques used in land use planning, including: computer graphics, geographic information systems, and remote sensing. Three hours lecture and two hours laboratory. (4 units)

Info280. Information Mapping and Data Visualization
Introduction to concepts and tools of data visualization. Together with traditional charting and graphing methods, students are introduced to the use of geographic information systems (GIS). Using spatial modeling tools and quantitative methods, the course provides students with practical applications for converting data into information. Prerequisite: INFO 101 or consent of instructor. (4 units)

Info480. Advanced Information Mapping and Visualization
Advanced study in and implementation of data visualization methods. Integration of information mapping, forecasting and data base tools and concepts to solve problems and support decision making. Students will learn and apply a popular geographic information system (GIS) to typical organizational problems. Prerequisites: INFO 274, 280, 372 and 378. (4 units)

GIS Certificate (R)

Geography
BA (R)
BA with Geographic Analysis-Spatial Technique Track (R)
BA with Social Science Teaching Track (R)
Certificate in Urban Planning (R)
MA (E)

Administration
BA with Information Management concentration (E)
BS with Information Management concentration (E)

Anthropology
B.A. with Track B (museum studies) (E)
Museum Studies Certificate (E)

Environmental Studies
BA with Track A or Track B (E)

Geology
BA in General Geology (E)
BS with Environmental Geology option (E)

Intelligence Methodology Certificate (R)

GEOG 466 Remote Sensing of Environment (4)
Prerequisite: GEOG 465. Analysis of natural and cultural features of earth’s environment using photographic, infrared, and microwave imagery. Lecture 2 hours, laboratory 4 hours.

GEOG 469 Geographic Information Systems Applications (4)
Prerequisite: GEOG 468. Theories and applications of Geographic Information Systems (GIS); use of GIS for planning purposes such as development projects, urban analysis, and environmental planning. Lecture 2 hours, laboratory 4 hours.

Extended Ed Course: Introduction to ArcView GIS, Version 3.2
This two-day course gives the hands-on experience and conceptual overview needed to take full advantage of ArcView© GIS software’s display, editing analysis, and presentation mapping functions. The course teaches basic ArcView© functionality. Students become familiar with the components of the ArcView© interface and learn how documents called views, tables, charts and layouts are used to display and work with different kinds of information. Students use ArcView© GIS to display, edit, query, and analyze geographic and tabular data to create presentation charts and maps. Requires no previous knowledge of Desktop GIS, but students should know how to work with Windows software.

Geography
BA (E)
BA with Urban Analysis (E)
Certificate Program in Cartography, Geographic Information Systems and Remote Sensing (R)

EGEE 483 Introduction to Global Positioning System (GPS) (3)
Prerequisites: EGGN 308 and EGEE 323. Description of the existing Radio Navigation techniques. Complete description and development of GPS will be shown with Applications to Navigation, Surveying and Wide Area Augmentation System (WAAS).

GEOG 281 Map Making with Geographic Information Systems (3) (Formerly 381)
The principles and practice of effective map making using computerized geographic information systems technology. (2 hours lecture, 2 hours laboratory)

GEOG 481 Geographic Information Systems: Introduction (3)
Prerequisite: senior or graduate standing. Methods and applications of computer-assisted mapping and geographic information systems. Instructional fee. (2 hours discussion, 3 hours lab)

GEOG 485 Geographic Information Systems: Principles and Applications (3)
Prerequisite: Geography 481 or equivalent. Integrated computer-assisted methods for handling spatial data, including database design, data conversion and updating, information retrieval, analysis, modeling and mapping. Instructional fee.

MSIS 563 Geographic Information Systems for Business (3)
No course description found.

Electrical Engineering
BS (E)

Geography
BA (R)
BA with Environmental Analysis Emphasis (R)
Minor (E)
MA (E)

Management Science
BS with Information Systems concentration (E)
BS with Logistics concentration (E)
BS with Operations Research concentration (E)

GEO 408 Aerial Photographs and Remote Sensing Data (3).
Interpretation of physical and cultural features, resources, environmental factors from photographic and specific sensor imagery. One hour of lecture and four hours of activity per week.

GEO 415 Geographic Information Systems (3).
Prerequisites: Basic computer knowledge, CSC 101 or equivalent. Techniques of data acquisition, processing, analysis and display as pertains to geographic information systems. Includes practical applications based on various forms of geographically referenced data. Two hours of lecture and three hours of laboratory per week.

Geography
Certificate Program in Geotechniques (R)
BA (E)
Minor (E)

Crim 420./520. Criminal Justice Information and Technology (3)
An examination of the use of computers and technology in the ad-ministration of criminal justice. This seminar focuses on current technology. This seminar will focus on a computer desktop mapping geographical information system (GIS) software that utilizes database information to conduct spatial, frequency, and time analysis of crime. The basic approach of this seminar will be to explore procedures that can be used to collect, manage, analyze, and display crime information as a map, chart, or table. Also, a review of the internet and various web sites will be utilized to identify data sources, e.g., census, crime, other. Graduate students will be expected to complete two rather than one project. Grades for these projects are weighted differently for graduate students than undergraduate students.

Geog 483. Remote Sensing (3)
Prerequisite: GEOG 380, or consent of instructor. Interpretation and processing of remotely sensed imagery including acquisition of imagery, the electromagnetic spectrum, kinds of imagery, and digital methodology. (Lecture 2 hours, laboratory 2 hours.)

Geog 484./584. Advanced Concepts in Presentation Cartography (3)
Prerequisites: GEOG 200 or equivalent, GEOG 380 and GEOG 482. (Undergraduates register in GEOG 484; Graduates register in GEOG 584.) Advanced theory and techniques for presentation cartography including communication, visualization, terrain representation, animation, and color. (Seminar 2 hours, Laboratory 2 hours.)

Geog 485./585. Introduction to Geographic Information Systems (3)
Prerequisites: GEOG 200 or equivalent; GEOG 380; GEOG 482, or consent of instructor. (Undergraduates register in GEOG 485; Graduates register in GEOG 585.) Fundamental concepts and techniques of geographic information systems are introduced, including problems of acquiring and processing machine-readable map data. (Seminar 2 hours, laboratory 2 hours).

Geog 488./588. Geographic Information Systems (3)
Prerequisites: GEOG 200 or equivalent; GEOG 380; GEOG 482; GEOG 485 or GEOG 585 or permission of instructor. (Undergraduates register in GEOG 488; Graduates register in GEOG 588.) Advanced concepts in geographic information systems and techniques.

Geog 680. Seminar in Cartography and Geographical Information Systems (3)
Prerequisites: Consent of Instructor. Application of geographic concepts and methodology to selected cartographic and GIS problems. Maybe be repeated with the consent of Department Advisor. Possible research themes: cartographic communication, history of cartography, applications of geographic information systems.

Geol 535. Remote Sensing (3)
Prerequisite: GEOL 433. Remote sensing of the environment; different types of imagery (Landsat, radar, infrared) and digital image processing. Resource exploration, properties of rocks, land use and hazard applications. Traditional grading only. (Lecture 2 hrs., laboratory 3 hrs.)

Ppa 523. Urban Information Systems for Public Management (3)
The purpose of this course is to expose MPA students to the most significant information technologies impacting government management as we move to the 21st century: the World-Wide Web (Internet) and G.I.S. (Geographic Information Systems.) This course will introduce students to the tools and techniques used to construct Web pages and their appropriate usage. Students will also be exposed to the design, development and use of GIS in public organizations. This is a hands-on course which makes extensive use of computer technology, including Internet access to the World-Wide and e-mail.

Criminal Justice
BS (E)
MS (E)
Minor (E)

Geography
BA (R)
MA (E)
Minor (E)
Certificate in Cartography and Geographic Information Systems (R)

Geological Sciences
MS (E)

Public Policy and Administration
MPA (E)
MPA with Urban Affairs option (E)
Graduate Certificate in Public Management Analyst (E)

GEOG 320 Patterns of San Diego County (3) Conducts an interdisciplinary exploration of the geographic, historic, political, and socio-economic factors that make up San Diego County. Geographic Information Systems (GIS) software and Internet resources will be used to amplify this exploration. Students will gain an in-depth understanding of how San Diego County has been shaped and continues to function, as well as knowledge of how to use technological tools for a deeper understanding of the world around them.

GEOG 325 America's Urban Areas: A Multidisciplinary Exploration (3) An interdisciplinary examination of cities in the Americas. Political, sociological, economic, historic, and geographic factors of urban areas will be explored. An emphasis will be placed on the use of geographic information systems (GIS) software and Internet resources in understanding the urban context. The objective is to provide students with a set of tools which will allow them to pursue a greater understanding of how urban areas are shaped and function.

None specified GIS, remote sensing, or GPS