Microsoft Word remote sensing-booklet doc



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Remote Sensing 2005

Title 
Credit 
hours 
1  
Nil 
Introduction 
to 
RS 

2  
Nil 
Cartography 


 

Digital Image Processing 


 

Microwave & Hyper Spectral RS 

5  
Nil 
Introduction 
to 
Photogrammetry 

Core Geographical Information System Courses 
 
24/127 
1  
Nil 
Introduction 
to 
GIS 


 

Data Base Systems 


 

Global Positioning System 


 
1 & 2 
Spatial Data Visualization 


 
1 & 2 
Spatial Decision Support System 

6  
IT3 
GIS 
Programming 


 
1 & 2 
Spatial Data Analysis 

8  

Project 
Management 

 
 
Core Geography, Humanity and Earth Sciences 
Courses 
 
19/127 

 
Nil 
Pakistan Studies  


 
Nil 
Islamic Studies / Ethics  

3  
Nil 
Physical 
Geography 

4  

Human 
Geography 


 
Nil 
Fundamentals of Geology 


 
Nil 
Fundamentals of Ecology 


 
Nil Surveying 

Core Information Technology Courses 
 
15/127 

 
Nil 
Introduction to Computer Programming 


 

Object Oriented Programming 


 

Data Structures & Algorithms 


 
2 Computer 
Graphics 


 
Nil 
Computer Aided Drawing/Drafting 

 
Core Mathematics & Applied Sciences Courses 
 
15/127 
# Code Pre-req 
Course 
Title 
Credit 
Hours 

 
Nil 
Calculus & Analytical Geometry 


 
Nil 
Linear Algebra Applications 

3  

Discrete 
Mathematics 


 
Nil 
Statistic & Probability 

5  

Geo-Statistic 



HEC — RS&GIS Curricula 2005
 
 
 16  
 
 
 
 
 
Core English and Communication Courses 
 
12/127 
# Course 
code 
Pre-req Course 
Title 
 
1  
Nil 
Functional 
English 

2  
Nil 
Oral 
Communication 


 

Communication Skills and Report 
Writing 

4  
Nil 
Research 
Methods 

 
Electives (Specialization areas) 
21/127 
  Final Project (Remote Sensing or GIS) 
06/127 
 
 
 
 
 
 
Total Credit Hours for 4 years BS (RS & GIS)
127 
 


HEC — RS&GIS Curricula 2005
 
 
 17  
Semester-wise scheme of study for 4 years 
BS (RS & GIS) Program. 
 
Semester Wise 4-Year Plan 
     
  
  
  
  
 
   Semester 1 
Cr. 
Hrs.
  
Semester 2 
Cr. 
Hrs.
 
   Pakistan Studies 

  
Islamic Studies/Ethics 

 
   Computer Aided Drawing/Drafting 

 
Object Oriented Programming 

 
   Calculus and Analytical Geometry 

  
Introduction to RS 

 
   Physical Geography 

  
Oral Communication  

 
   Functional English  

  
Surveying 

 
 
Introduction to Computer 
Programming 

 
Linear Algebra and Applications 

 
     
17 
  
  
17 
 
 
 
 
 
 
 
 
   Semester 3 
Cr. 
Hrs.
  
Semester 4 
Cr. 
Hrs.
 
   Discrete Mathematics 

  
Human Geography 

 
   Introduction to GIS 

 
Digital Image Processing 

 
   Fundamentals of Geology 

  
Communication Skills and Report 
Writing 

 
   Cartography 

  
Statistics & Probability 

 
 Introduction 
to 
Photogrammetry 
3   
Global Positioning Systems 

 
 
Data Structure & Algorithms 

 Database 
Systems 

 
     
18 
  
  
18 
 
   Semester 5 
Cr. 
Hrs.
  
Semester 6 
Cr. 
Hrs.
 
 GIS 
Programming 
3    
Spatial Data Analysis  

 
   Spatial Decision Support Systems 

  
Research Methods 

 
   Geo-Statistics 

  
Project Management 

 
   Computer Graphics 

  
Microwave & Hyper Spectral RS 

 
   Spatial Data Visualization 

 Ecology 
 

 
    
 
  
 
 
 
     
15 
  
  
15 
 
   Semester 7 
Cr. 
Hrs.
  
Semester 8 
Cr. 
Hrs.
 
   Final Project I 
 

  
Final Project II 
 

 
 
Spatial Data Management 

  
Elective IV 

 
 Elective 


  
Elective V 

 
 Elective 
II 

  
Elective VI 

 
 Elective 
III 

  
 
 
 
 
 
 
 
 
 
 
 
  
15 
 
  
12 
 
 
 
 
 
 
 
 
 
 
 


HEC — RS&GIS Curricula 2005
 
 
 18  
 
Stream 1: Remote Sensing (RS) Courses 
 
Core Remote Sensing (RS) Courses 
15/127
 

Course 
Code* 
Pre-
Req 
Course Title 
Credit 
hours 

 
Nil 
Introduction to Remote Sensing 

2   Nil 
Cartography 


 
Nil 
Introduction to Photogrammetry 


 

Digital Image Processing 


 

Microwave & Hyperspectral  
Remote Sensing 

 
*: Course Code: Individual institutions to devise their own codes. 
 
1:  Introduction to Remote Sensing 
Course Structure: Lectures: 2 / 
Labs: 1 
Credit Hours: 
3
 
Prerequisites: Nil 
Objectives:
 
This course introduces students to find out how pictures of the 
earth's surface are recorded from aircraft and satellites and different ways 
these images can be analyzed. Students gain an understanding of 
"common" Remote Sensing products such as earth resources, satellite 
images, aerial photographs as well as more sophisticated research tools 
such as RADAR and multispectral scanner systems. In this course via field 
trips opportunity is provided to assess the usefulness of different types and 
scales of remotely sensed data via on the ground comparisons. Basic map 
reading skills required for Remote Sensing projects are also covered.  
 
Course Outline: Definition and History, Physical Basis (EM Spectrum, 
Energy Interaction, Spectral Reflectance Curves, Image Characteristics) 
Introduction to Aerial Photograph, Sensor Systems (Space and airborne, 
MSS, TM, ETM, HRV, LISS, IKONOS-2, Quick bird-2, AVHRR
 
and others), 
Platforms (Types and Orbital Characteristics),Thermal Infrared 
(Characteristics, TIR Band Properties, TIR Image Interpretation, Intro to 
Microwave (Importance and applications), Digital Image Processing (Over 
view of computer based image processing), Applications (agriculture, 
urban, natural resources etc.) 
Lab Outline: Introduction to labs, Single band image interpretation, False 
color predictions, False color composite Images Interpretation, Visual 
Interpretation of aerial photographs, Various sensors data comparison, 
Thermal Infrared Image interpretation, Intro to ERDAS Imagine, display, 
Geo-linking, Zooming, Identification of targets, FIELD TRIP 
Reference Material:  


HEC — RS&GIS Curricula 2005
 
 
 19  
1.  Lillesand, T. M. and Kiefer, R. W. (2004). Remote Sensing and Image 
Interpretation, 5
th
 edition. (John Wiley and Sons), ISBN 0-471-15227-7 
2.  Mather, P M (2004). Computer Processing of Remotely Sensed 
Images, 3
rd
 Ed. (John Wiley and Sons), ISBN 0-470-84919-3 
3. Campbell, James B. (2002Introduction to Remote Sensing, 3rd Ed., 
(The Guilford Press) ISBN # 0-7484-0663-8 (pbk). 
4.  Gibson, P.J (2000). Introductory Remote Sensing: Principles and 
Concepts (Routledge), ISBN 0-415-19646-9 
5.  Jensen, J. (2000) Remote Sensing of the Environment: An Earth 
Resources Perspective, Amazon Publishers, ISBN # 
6.  Sabins, F.F (1996). Remote Sensing: Principles and Interpretation, 3rd 
ed, (W H Freeman & Co), ISBN # 0-7167-2442-1 

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