
Activity %
Laboratory Exercises
65%
Midterm Examination 12%
Final Exam 18%
Future Directions in RS
5%
In the list below
readings are indicated for Introductory
Digital Image Processing: A Remote Sensing Perspective. Students
are responsible for reading these materials on their own initiative,
and the lack of mention of a reading in class does not mean that the
chapter does not have to be read before class time.
| Schedule | |||
| Week | Lecture Topic | Lab Topic | Reading |
| 1 - 24
August |
Introduction
to Remote Sensing; Physics of Radiation and
Remote Sensing; Link to
6-slide/page lecture images |
Lab 0: General Introduction "Fun" lab - getting acquainted with satellite remote sensing data and software. BRING YOUR USB FLASH DRIVE WITH YOU TODAY | Ch 1, 6 (p 175-194) |
| 2 - 31 August |
More Physics of Remote Sensing; Multispectral Instruments and Platforms - Link to 6-slide/page lecture images; Links to Remote Sensing Data Sites. Link to Remote Sensing Instruments list | Lab 1: ERDAS
Imagine 9.3; Image Interpretation and Analysis of Satellite Data; Key
to Lab 1 |
Ch 5, 8 through p 272 |
| 3 - 7 September |
No Lecture - Labor Day LAB WILL MEET! |
Lab 2: Image
Display & Cursor Operations .doc file Lab pdf file Key to Lab 2 |
Ch
2 (read carefully), 3 (read quickly), 4 (through page
141) |
| 4 - 14 September |
Color Models and Composite Imagery; Multispectral Instruments and Platforms; 6-slide lecture handout |
Lab 3: Data
Formats, Constrast Stretching and Slicing; Key to Lab 3 |
Ch 7. |
| 5 - 21 September |
Orbital Characteristics, Finding Data, Importing, Preprocessing (Spectral Correction), Lecture Slides; 6-slide/page notes | Lab 4: Image Annotation and Map Composition pdf file; Key to Lab 4 | Ch.
6, pages 194-222. Chander et al. 2009 |
| 6 - 28 September |
More Preprocessing: Spectral Enhancements for Visual Analysis; Geometric Corrections; 6-slide/page notes Paper on Mapping Forest Change with SLC-Off Paper on Geostatistical Estimation of SLC-off data. |
Lab 5: Geometric Correction; Key to Lab 5 |
Ch. 8, pages 274 - 296 |
| 7 - 5 October |
MIDTERM EXAM - IN CLASS - Download from S:\geoglab\GEO5134c-4037_Remote_Sensing-Digital_Image_Processing\Fall_2009_exams; Exam
Key; Exam Results |
Lab 6: Spectral Enhancement: Band Ratios, Filters There is no key - everybody did very well on this lab. | Ch. 8 (296-322) |
| 8 - 12 October |
Transformations
and Special Indices pdf file; 6-slide/page handout pdf file. |
Lab 7: Spectral Enhancements: Transformations (Image Indices) and PCA | Ch.
9 |
| 9 - 19 October |
Classification 1: Land
Cover
Classes and Classification; 6-slide/page
notes |
Lab 8: Image
Classification |
Ch.
9, 13 (pages 495 - 511) |
| 10 - 26 October |
Classification 2: Supervised Classification & Accuracy; Change
Detection; 6-slide/page
notes Foody 2002 paper on classifcation accuracy assessment. |
Lab 9: Training
Samples & More Classification Crown density scale reproducible image Ground-cover and slope definition reproducible image dbh methods reproducible image Word-processing Training Sample Form Training Samples (tab-delimited text format) As of 1:30 PM Wednesday. NOTE: only 12 people turned in data on time. As more data come in today, I will add them to the spreadsheet and will post a new time. I had to reverse the easting (always 6 digits) and northing (usually 7 digits) for two of the contributions. Check your data! If you sent me data and they are not on the spreadsheet, please get in touch with me. I also did not check the locations to be sure that they were not in Georgia or Texas. You will have to do that. If there are strange data, you must get in touch with the contributor for corrections. |
Ch. 12 |
| 11 - 2 November |
Change Detection and Analysis; 6-slide/page
pdf file Lu et al. 2004 Int. J. Remote Sensing Change Detection Paper |
Lab 10: Supervised
Classification and Accuracy Assessment FGDL Metadata for Accuracy Assessment Data |
Ch. 12 |
| 12 - 9 November |
Radiometric Correction Calculations for Image Calibration; Advanced Change Analysis (Trajectories); 6-slide/page notes. Paper by Barsi et al. on atmospheric correction; Example output from Atmospheric Correction Web Site. |
No laboratory - Veteran's day | Ch. 13 |
| 13 - 16 November |
Image Calibration and Radiometric Correction Practical Aspects 6-slide/page notes. | Lab 11: Change
Detection: Advanced
Change Detection and Spatial Modeler Lu et al. 2004 Int. J. Remote Sensing Change Detection Paper |
Ch.
6, t |
| 14 - 23
November |
Thermal Analysis; Other topics in Remote Sensing 6-slide/page
notes. |
Lab 12 and 13 Combined: Image Calibration and Thermal Calculations Image Calibration CIPEC Spreadsheet; Landsat 7 Spreadsheet |
Chander et al. 2009 |
| 15 - 30 November |
Class
Evaluation; Future Directions in Remote Sensing in general; Potential
Binford research future direction; Other topics in Remote
Sensing. 4-slide/page
lecture
notes. Andy Joyner: Remote sensing applications of niche modeling Future Directions in Remote Sensing Assignment Due Here are some potential ideas for Future Directions: European Space Agency launches the second satellite in ESA’s Earth Explorer series – the Soil Moisture and Ocean Salinity (SMOS) mission. Future Directions Papers: |
Lab 13 done today Surface Temperatures from Lab 12 (see last week's lab handout); Extra Credit Lab Presentations; NOTE: Bias and Gain values for thermal bands in the lab are given in the header/metadata file etm_24_feb_2002_tcp-centered_15_km_square_thermal_metadata.txt which is found in the G: data folder. |
|
| 16 - 7 December | Future Directions Presentations | Digital Copies of Final Exam Questions and Answers are due today, 9 December; Lab 13 can be turned in today; no real lab to be done (last day of classes) | |
| 16 December - finals week. Final exam is
scheduled for Tuesday, December 10:00 am to 12:00 m. |
Final Exam. NOTE ABOUT FINAL EXAM: For each student, I will select randomly 10
questions from questions submitted by students (see description below).
Each student's exam will be different. The written answers will be due
when the university has scheduled the final exam for the class
(Exam Schedule 15B: Wednesday, 15 December, 10:00-12:00 noon). FINAL EXAM QUESTIONS FROM STUDENTS: |
Turn
in Calibration and Thermal Labs by the date and time of the final exam or earlier. |
Lab
Total = 65% of Class Grade
THE FINE PRINT:
ASSIGNMENTS
WEEKLY LABS = 65% of grade. Individual exercises in he lab manual will be posted online each week. You should create a file of the labs for yourself. Labs are frequently quite complex and much of each exercise will need to be completed outside of laboratory periods. Thirteen lab exercises are planned and these will take you from basic introductory tasks through intermediate and some more advanced remote sensing techniques. You are given 1 week to complete each lab and all labs must be handed with the answers printed and references given, at the beginning of the next lab period (completing a previous weeks lab during the lab session is not allowed). Late labs will not be accepted and a grade of 0 will be recorded. If you have a legitimate reason for missing a lab the absence MUST be documented, e.g., you are in a car wreck, then I need to see the accident report, a death in the family, I need to see the obituary and service times. Labs are critical to this class and it is easy to fall behind. It is to prevent this that I am so strict about not accepting late labs. You have been warned, if it is late you receive a ZERO! Labs are an integral part of the learning procedure in this course and are timed to coincide with the appropriate lectures and reading materials. As such they comprise a significant proportion of your grade and should be taken very seriously.
EXAMS - Midterm (5 October - 12%) and Final (15 December - 18%) Two examinations will be given. Both exams will use short-answer, problem-solving, image interpretation, and essay questions as format. Graduate students will have additional questions to answer. Make-up exams are not given unless written proof/documentation of the emergency which caused you to miss the exam is given.
For 2009 FALL ONLY: Unless someone in the class dissents, the final exam will be optional. Each student will write the five questions with their answers (which will be considered equivalent to one laboratory for grading purposes) and submit them to Dr. Binford. The questions will be posted above in the last row table entry. If you choose to write the final exam, 10 questions will be selected at random from the entire list submitted by students, you will write the answers as a take-home exam, and turn in your answers by 12:00 noon on 16 December. This is the scheduled time for the final exam in this class. If you object to this treatment of the final exam, you must notify Dr. Binford by 5:00 PM on 19 November 2009. Your anonymity is guaranteed if you dissent.
ASSIGNMENT – Future Directions
of Remote Sensing (5%) Due in class
on 3 December. For this assignment each
student must find
a research paper or other literature which they feel is an example or
discussion of the Future Direction in the field of Remote Sensing. The
piece
must have been published in 2005-2009 (or else it won’t be very
current). The
student will hand in a paper copy of the paper, IN ADDITION to a
Digital
version (pdf or doc is fine) as well as a 1 page (typed, single-spaced,
font
size 12 Times New Roman, 1” margins) describing what the novelty of the
piece
you selected is, what are the new developments and also include why you
picked
the piece and what you think of their suggestions. These summary pieces
should
also be emailed to me mbinford@geog.ufl.edu, and will be shared with all
class
members. Additional details will be given out in class but this is so
you are
aware of this assignment, can plan for it in terms of time, and can
also keep
an eye out for a suitable piece. As with the Labs, no late assignments
will be accepted.
EXTRA CREDIT LAB. Many
students have data or questions associated with their thesis,
dissertation, or work-related activity. The last two lab periods will
be devoted to work on, and presentations of, projects that are derived
from outside the class. If you conduct and present a good project, your
numeric grade will be increased by 12%. Thus, the extra credit project
is equal in value to the mid-term exam. You may not, however, choose to
do a project and neglect the exam. The exam is still required.
ACADEMIC HONESTY
You are all bound by the
student academic honor code.
“We, the members of the
highest standards of honesty and integrity.”
"On my honor, I have neither given nor received unauthorized aid in
doing
this assignment."
The
work you hand in for labs and for exams MUST be your own work. Any
material
obtained from other sources must be cited correctly. Do not plagiarize
material. The first time a student is caught cheating they will get
zero on the
lab/test. On the second offense the student will be reported to the
appropriate
student body.
Cell phones –
These MUST be turned off in both lectures and labs. Also note when you
are in
the labs outside class time Cell phones must be off or you will be
asked to
leave the lab.
Consider both
class and lab as mandatory if you wish to succeed in
this course.