GEOG 589
Emerging Trends in Remote Sensing

GEOG 589 Syllabus

Geog 589: Emerging Trends in Remote Sensing

This syllabus is divided into several sections. You can read it sequentially by scrolling down the length of the document or by clicking on any of the links below to “jump” to a specific section. That being said, it is essential that you read the entire document as well as material covered in the Orientation. Together, these serve the role of our course "contract."

Instructor

Karen Schuckman
Senior Lecturer, John A. Dutton e-Education Institute
The Pennsylvania State University
2217 Earth and Engineering Sciences Building
University Park, PA 16802

NOTE: I will read and respond to e-mail and discussion forums at least once per day, seven days per week.

Course Overview

GEOG 589 is a graduate seminar focusing on the theory and technology associated with emerging remote sensing platforms in geospatial analysis. The focus for a given semester will be adapted based on emerging methods, technologies, and high-impact real world contexts, but will include topics such as synthetic aperture radar for image analysis and DEM generation, high-resolution hyperspectral remote sensing data collection and analysis, thermal imaging and data analysis, bathymetric lidar data acquisition and analysis, and oblique aerial imaging for 3D modeling and analysis. These technologies will be evaluated for their use in applications such as emergency and disaster response, coastal resource management, forest resource management, agricultural resource management, and geospatial intelligence. Students will review current research and operational implementation of these high-performance remote sensing technologies, including project planning, data acquisition and processing, data fusion and analysis, product generation, and information sharing. Students will use state-of-the-art commercial software packages for data analysis and product generation. They will interact by reviewing current research and literature, developing shared knowledge in online discussion forums throughout the course. An individual research project will allow students to explore the impacts of emerging remote sensing methods in a real-world scenario of their choosing.

Prerequisites

The prerequisites for this course are GEOG 480 and GEOG 883.

Students who do not meet these prerequisites may be dis-enrolled during the first 10-day free add-drop period after being informed in writing by the instructor (see Senate policy 34-60, Prerequisites and Concurrent Courses). If you have not completed the listed prerequisites, then promptly consult with the instructor if you have not done so already. Students who re-enroll after being dis-enrolled according to this policy are in violation of Item 15 on the Student Code of Conduct.

The course is specifically designed for adult professionals and is offered exclusively through the World Campus and the John A. Dutton e-Education Institute of the College of Earth and Mineral Sciences. GEOG 589 is one of two electives required to complete the Graduate Certificate in Remote Sensing and Earth Observation. Geography 589 can also be used as an elective in the Certificate of Geographic Information Systems, Master of Professional Studies in Homeland Security - Geospatial Intelligence Option or the Master of Geographic Information Systems.

Students who register in the course for credit will complete ten lessons with corresponding reading assignments, online discussions, and a final project. Throughout the course, students confront realistic problem scenarios that incorporate such skills and concepts as the definition of data needs, metadata content standards, data formats and types, and analysis methods.

Expectations

Our 3-credit online courses normally require a minimum of 12-15 hours of independent student activity per week. GEOG 589 will require attending one webinar presentation each week using Adobe Connect. Sessions will be recorded for those who cannot attend live. Access to and use of Adobe Connect is covered in the Orientation.

Lessons include selected reading assignments, peer-to-peer discussions, and a guided writing assignment on the topic for each week.

You should get in the habit of checking course email and discussion forums on a daily basis. That is where students and instructors share comments, pose questions, and suggest answers. With only occasional exceptions, instructors check email and forums six days per week and will try to respond to your questions and concerns within 24 hours.

For a more detailed look at what will be covered in each lesson, please refer to the course content that is part of this syllabus (see "Course Schedule"). Specific due dates for assignments and activities are posted within the online course management system for registered students.

Course Objectives

Students who excel in this course are able to:

  • Use published research papers to increase basic understanding of remote sensing system design and operation.
  • Critically relate formal education in remote sensing applications to topics that are relevant in today’s world of geospatial science.
  • Engage in strong peer-to-peer relationships with other students in the course using web-based platforms.
  • Discuss the application of newly emerging remote sensing systems and capabilities with other students and representatives from the commercial remote sensing industry.
  • Evaluate the utility of newly emerging remote sensing systems in their own specialty area of study or professional occupation.
  • Identify gateways of entry into careers in the remote sensing profession.

Required Course Materials

Online Lesson Content

All materials needed for this course are presented online through our course website and in Canvas. In order to access the online materials, you need to have an active Penn State Access Account user ID and password. If you have any questions about obtaining or activating your Penn State Access Account, please contact the Outreach Helpdesk.

Reserve Materials

This course uses library Electronic Reserves (e-reserves). More information about how to access this content will be presented in the first week of class.

Assignments

This course will rely on a variety of methods to assess and evaluate student learning, including:

  • Participation in a weekly online lecture presented in Zoom.
  • Submission of a 1-2 page written response to a weekly discussion question posed during the online lecture.
  • A 10-20 minute oral presentation on a topic of the student's own choosing.
  • Correct implementation of citations and references according to the Chicago style, as described in the Academic Integrity and Citation Style Guide.

Due dates for all assignments are posted on the course calendar in Canvas.

Grading

Breakdown of Assignment Values as a Percentage of Total Course Grade
Assignment Percent of Grade
Webinar and Discussion Forum Participation 40%
Written Assignments 40%
Oral Presentations 20%

I will use the Canvas grade book to keep track of your grades. Overall course grades will be determined as follows. Percentages refer to the proportion of all possible points earned.

Letter Grade and Corresponding Percentage
Letter Grade Percentages
A 94 - 100 %
A- 90 - 93.9 %
B+ 87 - 89.9 %
B 84 - 86.9 %
B- 80 - 83.9%
C+ 77 - 79.9 %
C 70 - 76.9 %
D 60 - 69.9 %
F < 60 %
X

Unsatisfactory (student did not participate)

Course Format

Each lesson will follow the format described below:

  • Guest Speaker Introduction provided in the Canvas lesson module.
  • Links to 3 journal articles or short references relevant to the topic of the week, provided in the Canvas lesson module.
  • A graded assignment requiring each student to submit a written question for the guest speaker based on the reading, due the day before the guest presentation and submitted through Canvas.
  • The guest lecture conducted live in a webinar format. These presentations will be recorded, but student participation in a majority of the live sessions is expected.
  • A graded Canvas discussion following the live presentation, due before the end of the lesson week.
  • A short graded writing assignment or activity, due at the end of the lesson week and submitted through Canvas.

Course Schedule

Below you will find a summary of the primary learning activities for this course and the associated time frames. This course is ten weeks in length; each of the eight content lessons is one week long. Two weeks are allotted for individual work on final projects and peer-to-peer presentations. See the course calendar in Canvas for specific lesson timeframes and assignment due dates.

Weekly schedule: With the exception of Lesson 1 which begins on the first day of class, lessons open on Sundays and close on Saturdays. Due to the requirement to participate in weekly webinars and discussions, students will not be able to complete lessons ahead of the published schedule. Late submission of weekly assignments must be arranged with the instructor in advance and in writing.

For Summer 2017: weekly webinars will be held on Thursdays at 8:00 PM EDT and be approximately one hour long (40-45 minute presentation, followed by 15-20 minutes of discussion).

Lesson 1: Course Introduction

  • Lecturer: Karen Schuckman
  • Date/Time: 2017 May 18, 8 PM EDT

Lesson 2: Cloud-Based Image Processing

  • Guest Lecturer: Ben Vander Jagt, Ph.D., Co-Founder, PixElement
  • Date/Time: 2017 May 25, 8 PM EDT

Lesson 3: Oblique Aerial Imagery

Lesson 4: Multisensor Data Acquisition

  • Guest Lecturer: Harold Rempel, Senior Geospatial Manager, ESP Associates
  • Date/Time: 2017 Jun 08, 8 PM EDT

Lesson 5: Coastal Zone Mapping and Imaging Lidar (CZMIL)

Lesson 6: Object-Based Image Analysis with Sentinel Data

Lesson 7: Metadata Management

  • Lecturer: Ryan Bowe, Geospatial Phase Manager, Woolpert, LLP
  • Date/Time: 2017 Jun 2918, 8 PM EDT

Lesson 8: Geiger-Mode and Single Photon Lidar

  • Lecturer: Dr. Qassim Abdullah, Senior Geospatial Scientist, Woolpert, LLP
  • Date/Time: 2017 Jul 0618, 8 PM EDT

Lesson 9: Early-Career Professional Mentorship

  • Lecturer: Jessica Fayne, Early-Career Professional Council Chair, ASPRS
  • Date/Time: 2017 Jul 13, 8 PM EDT

Lesson 10: Student Presentations

 

Technical Requirements

For this course, we recommend the minimum technical requirements outlined on the World Campus Technical Requirements page, including the requirements listed for same-time, synchronous communications. If you need technical assistance at any point during the course, please contact the Outreach Helpdesk (for World Campus students) or the IT Service Desk (for students at all other campus locations).

Internet Connection

Access to a reliable broadband Internet connection is required for this course. A problem with your Internet access may not be used as an excuse for late, missing, or incomplete coursework. If you experience problems with your Internet connection while working on this course, it is your responsibility to find an alternative Internet access point, such as a public library or wireless hotspot.

Mixed Content

This site is considered a secure website, which means that your connection is encrypted. We do, however, link to content that isn't necessarily encrypted. This is called mixed content. By default, mixed content is blocked in Internet Explorer, Firefox and Chrome. This may result in a blank page or a message saying that only secure content is displayed. Follow the directions on our technical requirements page of the course orientation to view the mixed content.

Penn State E-mail Accounts

All official communications from the Penn State World Campus are sent to students' Penn State e-mail accounts. Be sure to check your Penn State account regularly, or forward your Penn State e-mail to your preferred e-mail account, so you don't miss any important information.

Academic Integrity

This course follows the Academic Integrity and Research Ethics guidelines of Penn State's College of Earth and Mineral Sciences. Penn State defines academic integrity as "the pursuit of scholarly activity in an open, honest and responsible manner." Academic integrity includes "a commitment not to engage in or tolerate acts of falsification, misrepresentation, or deception." In particular, the University defines plagiarism as "the fabrication of information and citations; submitting others' work from professional journals, books, articles, and papers; submission of other students' papers, lab results or project reports and representing the work as one's own." Penalties for violations of academic integrity may include course failure. To learn more, see Penn State's "Plagiarism Tutorial for Students."

Course Copyright

All course materials students receive or to which students have online access are protected by copyright laws. Students may use course materials and make copies for their own use as needed, but unauthorized distribution and/or uploading of materials without the instructor’s express permission is strictly prohibited. University Policy AD 40, the University Policy for the Recording of Classroom Activities and Note Taking Services addresses this issue. Students who engage in the unauthorized distribution of copyrighted materials may be held in violation of the University’s Code of Conduct, and/or liable under Federal and State laws.

Accommodations for Students with Disabilities

Penn State welcomes students with disabilities into the University's educational programs. Every Penn State campus has an office for students with disabilities. The Student Disability Resources (SDR) website provides contact information for every Penn State campus: Contacts for Disability Resources at all Penn State Campuses. For further information, please visit the Student Disability Resources (SDR) website.

In order to receive consideration for reasonable accommodations, you must contact the appropriate disability services office at the campus where you are officially enrolled. You will participate in an intake interview and provide documentation, see Applying for Services from Student Disability Resources. If the documentation supports your request for reasonable accommodations, your campus’s disability services office will provide you with an accommodation letter. Please share this letter with your instructors and discuss the accommodations with them as early in your courses as possible. You must follow this process for every semester that you request accommodations.

Mental Health Services

Whether you study on campus or online, mental health services are available to help you maintain your academic success. Penn State provides resources to address concerns including anxiety, depression, relationship difficulties, and stress, and provides mental health advocates who can help you. If you are a resident student, resources can be found at Counseling and Psychological Services. If you are a World Campus student, please see Student Resources for further information. If you or someone you know is experiencing a crisis situation, please call your local emergency service.

Military Personnel

Veterans and currently serving military personnel and/or spouses with unique circumstances (e.g., upcoming deployments, drill/duty requirements, disabilities, VA appointments, etc.) are welcome and encouraged to communicate these, in advance if possible, to the instructor in the case that special arrangements need to be made.

Inclement Weather

In case of weather-related delays at the University, this online course will proceed as planned. Your instructor will inform you if there are any extenuating circumstances regarding content or activity due dates in the course due to weather delays. If you are affected by a weather-related emergency, please contact your instructor at the earliest possible time to make special arrangements.

Connect Online with Caution

Penn State is committed to educational access for all. Our students come from all walks of life and have diverse life experiences. As with any other online community, the lack of physical interaction in an online classroom can create a false sense of anonymity and security. While one can make new friends online, digital relationships can also be misleading. Good judgment and decision making are critical when choosing to disclose personal information with others whom you do not know.

Deferred Grades

If you are prevented from completing this course within the prescribed amount of time, it is possible to have the grade deferred with the concurrence of the instructor. To seek a deferred grade, you must submit a written request (by e-mail or U.S. post) to your instructor describing the reason(s) for the request. It is up to your instructor to determine whether or not you will be permitted to receive a deferred grade. If, for any reason, the course work for the deferred grade is not complete by the assigned time, a grade of "F" will be automatically entered on your transcript.

Attendance

This course will be conducted entirely online. There will be no set class meeting times, but you will be required to complete assignments with specific due dates. Many of the assignments are open for multiple days. It is your responsibility to complete the work on time, which may require you to complete the work early if you plan to travel or participate in national holidays, religious observances, or University-approved activities.

If you need to request an exception due to a personal or medical emergency, contact the instructor directly as soon as you are able. The instructor's ability to accommodate you is dependent on the earliest possible notification. Such requests will be considered on a case-by-case basis.


Disclaimer

Please note that the specifics of this Course Syllabus can be changed at any time, and you will be responsible for abiding by any such changes. All changes will be communicated with you via e-mail, course announcement and/or course discussion forum.