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Graduate Courses

FRS 5102 Research Methods
2 credits: 2 hours lecture
Introduction to the conceptual and technical aspects of research. Topics include the scientific method, science
reasoning, literature searching, scientific writing, and ethics.

FRS 5113 Statistics in Research I
3 credits: 2 hours lecture, 2 hours laboratory
Fundamental concepts and applications of statistics with focus on natural resources. Probability and distribution
theory; estimation and hypothesis tests involving one parameter; hypothesis tests involving two parameters;
simple and multiple linear regression. Use of statistical software.

FRS 5123 Statistics in Research II
3 credits: 2 hours lecture, 2 hours laboratory
Prerequisite: FRS 5113 or permission of instructor
Essential concepts and applications of statistics with focus on natural resources. Analysis of variance; multiple
range tests; analysis of covariance; higher order experimental designs; categorical data; non-linear regression.
Use of statistical software.

FRS 5143 Landscape Ecology
3 credits: 3 hours lecture
Prerequisite: One course in ecology or permission of instructor
Advanced concepts associated with landscape ecology. Study of spatial variation in landscapes at a variety of
scales. Includes biophysical and societal causes and consequences of landscape heterogeneity.

FRS 5203 Human Dimensions in Natural Resources
3 credits: 3 hours lecture
Foundations for understanding human-natural resource relationships. Development of a theoretical
understanding of the importance of viewing humans as part of the natural resource decision making process

FRS 5233 Natural Resource Policy
3 credits: 3 hours lecture
Foundations for understanding forest and natural resource policy. Includes historical context as well as social,
biological, and political constraints and ramifications of policy.

FRS 5691 Seminar
1 credit: 1 hour lecture
Discussions and presentations relating to forest resource topics. May be repeated for credit.

FRS 579V Research and Thesis
Variable credit
Research while enrolled for a master’s degree under the direction of faculty members.

FOR 502V Special Topics
Variable credit
Selected topics in forest resources

FOR 5033 Advanced Forest Soils
3 credits: 3 hours lecture
Prerequisite: FOR 2033 and FOR 2041, or graduate standing and permission of instructor
Preparation for professional and research careers in forest soils. Quantitative evaluation of soil fertility and
water movement, and qualitative consideration of patterns and processes of pedogenic processes across
forested landscapes.

FOR 5223 Forest Ecosystem Ecology
3 credits: 3 hours lecture
Prerequisites: Graduate status and one course in ecology
Advance study into the structure and function of forest ecosystems including current and founding theories on
energy flow, nutrient cycling, temporal change in and disturbance of ecosystems, landscape and spatial
relationships, biodiversity, and anthropogenic alteration of ecosystems.

FOR 5253 Advanced Forest Economics
3 credits: 3 hours lecture
Prerequisites: FOR 4684 or equivalent; MATH 1073 or equivalent; FRS 5113 and FRS 5123
Advanced economic principles applied to forest-based natural resource problems. Valuation, forecasting,
inventory models, supply and production of forest outputs, regional economic analysis. Readings and problems.

FOR 5283 Tree Growth and Wood Properties
3 credits: 3 hours lecture
Structure and properties of wood and wood products, tree growth and wood properties, and the effects of
silviculture practices on wood quality.

FOR 5303 Forest Modeling
3 credits: 3 hours lecture
Prerequisite: FRS 5113 or permission of instructor
Model construction of ecological processes and their application to solve practical and conceptual issues of
forestry.

FOR 5433 Forest Stand Dynamics
3 credits: 2 hours lecture, 3 hours laboratory
Prerequisite: FOR 3434 of permission of instructor
Study of contemporary silvicultural practices and their ecological, social, and economic underpinnings. Emphasis
on case studies from forests in Arkansas.

FOR 5723 Advanced Natural Resource Management
3 credits: 3 hours lecture
Prerequisite: FOR 4684 or permission of instructor
Natural resource principles considering timber and non-timber resources; forest models; principles of forest
regulation; harvest scheduling; decision analysis; investment analysis; and analytical techniques and computer
applications in forest management.

FOR 573V Forest Enterprise
Variable credit
Prerequisite: Graduate student status or permission of the instructor
Forest enterprise is an endeavor, a struggle, a campaign to assist private forest landowners in managing their
forest resources (water, wildlife, timber, recreation). Course modules are 1 credit each. Module 1 focuses on
the role of consulting foresters in providing management assistance. Module 2 stresses assistance from
government agencies and programs. Module 3 describes programs from private, industrial, and non-government
organizations (NGOs). The course may be taken for 1-3 credits, but may not be repeated.

FOR 589V Independent Study in Forest Resources
Variable credit
Consult the Independent Study and Research subheading in the Graduate Program section of this catalog for
prerequisites and description.

SIS 502V Special Topics
Variable credit
Selected topics in spatial sciences

SIS 5043 Advanced Geographic Information Systems (GIS) I
3 credits: 2 hours lecture, 3 hours laboratory
Prerequisite: FRS 5113 and SIS 3814
This course will cover advanced GIS topics such as spatial database design, raster modeling, and 3D modeling.
The first third of the course will discuss spatial database structures and the second third of the course
students will work on developing cartographic models and performing raster analyses. For example, students will
use GIS raster modeling techniques to delineate watersheds and determine viewsheds. For the third portion of
the course, students study how to display GIS data in three dimensions and how to customize GIS software.

SIS 5053 Advanced Geographic Information Systems (GIS) II
3 credits: 2 hours lecture, 3 hours laboratory
Prerequisites: SIS 5043 and CIS 4623
This course has four focus areas: network analysis for solving transportation and routing problems; metadata
creation tools and standards; advanced Global Positioning Systems (GPS); and data services, including the design
of a data server and an internet-enabled GIS. Customized applications will be incorporated into existing GIS
internet packages for display and presentation on the internet.

SIS 5063 Remote Sensing
3 credits: 2 hours lecture, 3 hours laboratory
Prerequisite: SIS 3814
Remote sensing concepts including electronic and analog sensor systems, land cover classification, rectifying and
registering images, and digital mapping.

SIS 5073 Spatial Statistics
3 credits: 2 hours lecture, 3 hours laboratory
Prerequisites: SIS 3814 and FRS 5113, or instructor’s permission
This is an analytical, problem-based course that explores the field of spatial statistics. Students will use
statistical tools to determine patterns of spatial variability across a wide variety of data sets. Topics discussed
will include distance sampling, interpolation methods, such as inverse distance weighing, kriging, co-kriging, and
point pattern analyses.

SIS 5083 Digital Photogrammetry
3 credits: 2 hours lecture, 3 hours laboratory
Prerequisites: FRS 5113, SIS 3814, and FRS 5063
Image mosaicing, digital orthophoto creation, aerial triangulation, single image and block triangulation, ground
control, ditigal terrain modeling extraction, orthorectification, and mono and stereo terrain model editing.

SIS 5313 Digital Remote Sensing
3 credits: 2 hours lecture, 3 hours laboratory
Prerequisites: FRS 5113 and SIS 3814, or permission of instructor
Advanced digital remote sensing concepts. Includes principles of remote sensing for mapping, landcover
classification, and analysis of spectral data.

SIS 589V Independent Study in Spatial Sciences
Variable credit
Consult the Independent Study and Research subheading in the Graduate Program section of this catalog for
prerequisites and description.

WLF 502V Special Topics
Variable credit
Selected topics in wildlife ecology and management

WLF 5133 Wildlife-Habitat Relationships
3 credits: 3 hours lecture
Prerequisite: One course in wildlife ecology or permission of instructor.
Advanced concepts in wildlife-habitat relationships. Combines study of natural history and ecological theory to
investigate and discuss wildlife-habitat concepts.

WLF 5143 Landscape Ecology
3 credits: 3 hours lecture
Prerequisite: One course in ecology or permission of instructor.
Advanced concepts associated with landscape ecology. Study of spatial variation in landscapes at a variety of
scales. Includes biophysical and societal causes and consequences of landscape heterogeneity.

WLF 5153 Wildlife Population Analysis and Management
3 credits: 2 hours lecture, 3 hours laboratory
Introduction to the techniques used in the analysis, interpretation, and management of wildlife populations.
Measures of abundance, dispersal, fecundity and mortality, population modeling, competition and predation, and
the management of rare species and their habitats are discussed in detail.

WLF 589V Independent Study in Wildlife Ecology and Management
Variable credit
Consult the Independent Study and Research subheading in the Graduate Program section of this catalog for
prerequisites and description.


Forest Resources Core Curriculum

FRS 5113     Statistics in Research I.................... 3 hrs.

FRS 5123     Statistics in Research II................... 3 hrs.

FRS 5223     Forest Ecosystem Ecology.............. 3 hrs.

FRS 5691     Seminar (two required)..................... 2 hrs.

FRS 5102     Research Methods.......................... 2 hr.

FRS 579V    Research and Thesis ...................... 3 – 6 hrs.

(based on the scope of individual thesis projects and determined by the Advisory Committee)

Electives:     ..................................................... 11 – 14 hrs.

Total Hours: ...................................................... 30 hrs.


 

      
                                                                    

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