SlideShare a Scribd company logo
1 of 1
Download to read offline
Remote Sensing and GIS (OE7302)
L-T-P-CR: 3-0-0-3
Pre-requisite: No
Objective: To know about the principles of remote sensing and spectral signatures and about satellites, types
of remote sensing and digital image processing. To know the applications of remote sensing and
GIS for various applications of Civil Engineering
Theory:
1. Remote Sensing – Principle - Electro-magnetic energy, spectrum – Spectral Signature and Spectral
Signature curves for water, soil and Earth Surface, Atmospheric Windows and its Significance
8 Lectures
2. Satellites - Classification – sensor platforms - Resolution – Types of Remote Sensing - Visual
Interpretation of Images.
5 Lectures
3. Digital Image Fundamentals – Image pre-processing – Image processing.
10 Lectures
4. GIS - Components of GIS – Hardware, Software, Data – Spatial and Non-Spatial – Data Input
Sources–– DBMS – Data Output - Data models - Raster and Vector data structures
5 Lectures
5. Basics of Geodesy and Scale, Ellipsoid, Horizontal Datum, Vertical Datum, Map Projection,
Coordinate System
8 Lectures
6. Applications of Remote Sensing and GIS – Environments, Transportation, Structural Health
Monitoring, Water Resources Management
8 Lectures
Expected Outcome:
On completion of the course, the students will be able to: Apply the concepts of GIS, Remote Sensing and
Digital Image Processing to possible areas of Civil Engineering.
Recommended Books:
1. Stephen R. Galati, Geographic Information Systems Demystified, ARTECH HOUSE, INC. 685
Canton Street Norwood, MA 02062, London, 2006
2. C.P. Lo and Albert K. W. Yeung, Concepts and Techniques of Geographical Information Systems,
Prentice- Hall India, 2006.
3. Thomas. M. Lillesand and Ralph. W. Kiefer, Remote Sensing and Image Interpretation, John Wiley
and Sons, 2003.
4. P. S. Roy, Dr. R.S. Dwivedi and D.Vijayan, Remote Sensing Applications, NRSC, ISRO.
5. Qihao Weng, Remote Sensing and GIS Integration, McGraw-Hill, 2010
6. Yang Hong, Yu Zhang and Sadiq Ibrahim Khan, Hydrologic Remote Sensing, CRC Press, Taylor &
Francis Group, 2016
7. Burrough P.A. and Rachel A. McDonell, Principles of Geographical Information Systems, Oxford
Publication, 2004.

More Related Content

Similar to OE7302 syllabus.pdf

PCA and Classification
PCA and ClassificationPCA and Classification
PCA and Classification
Fatwa Ramdani
 
Theoretical Concepts in GIS Vanessa Quiñones Orfila PSM
Theoretical Concepts in GIS Vanessa Quiñones Orfila PSMTheoretical Concepts in GIS Vanessa Quiñones Orfila PSM
Theoretical Concepts in GIS Vanessa Quiñones Orfila PSM
Vanessa Quiñones
 
1CE19EC008 ((INTERNSHIP)) - Rohana H.pptx
1CE19EC008 ((INTERNSHIP)) - Rohana H.pptx1CE19EC008 ((INTERNSHIP)) - Rohana H.pptx
1CE19EC008 ((INTERNSHIP)) - Rohana H.pptx
BalRaj75
 
Satellite image enhancement for samll particele observation usingdecorrelatio...
Satellite image enhancement for samll particele observation usingdecorrelatio...Satellite image enhancement for samll particele observation usingdecorrelatio...
Satellite image enhancement for samll particele observation usingdecorrelatio...
sriharipatilin
 

Similar to OE7302 syllabus.pdf (20)

Ijetr042319
Ijetr042319Ijetr042319
Ijetr042319
 
Remote sensing 311
Remote sensing 311Remote sensing 311
Remote sensing 311
 
Global Land Cover and Intelligent Analysis of Remote Sensed Images
Global  Land Cover and Intelligent Analysis of Remote Sensed ImagesGlobal  Land Cover and Intelligent Analysis of Remote Sensed Images
Global Land Cover and Intelligent Analysis of Remote Sensed Images
 
Remote sensing and gis ppt
Remote sensing and gis pptRemote sensing and gis ppt
Remote sensing and gis ppt
 
Getting started with GIS
Getting started with GISGetting started with GIS
Getting started with GIS
 
YashVasavada_Lecture_on_SignalsSystemsSpectrum.pptx
YashVasavada_Lecture_on_SignalsSystemsSpectrum.pptxYashVasavada_Lecture_on_SignalsSystemsSpectrum.pptx
YashVasavada_Lecture_on_SignalsSystemsSpectrum.pptx
 
LiDAR acquisition
LiDAR acquisitionLiDAR acquisition
LiDAR acquisition
 
1_introduction.pptx
1_introduction.pptx1_introduction.pptx
1_introduction.pptx
 
Lab 1 copy
Lab 1   copyLab 1   copy
Lab 1 copy
 
RS_GIS_Crop_monitoring-converted.pptx
RS_GIS_Crop_monitoring-converted.pptxRS_GIS_Crop_monitoring-converted.pptx
RS_GIS_Crop_monitoring-converted.pptx
 
Lecture-03 Introduction to Remote sensing by Rehana.pdf
Lecture-03 Introduction to Remote sensing by Rehana.pdfLecture-03 Introduction to Remote sensing by Rehana.pdf
Lecture-03 Introduction to Remote sensing by Rehana.pdf
 
March27, 2015
March27, 2015March27, 2015
March27, 2015
 
PCA and Classification
PCA and ClassificationPCA and Classification
PCA and Classification
 
Theoretical Concepts in GIS Vanessa Quiñones Orfila PSM
Theoretical Concepts in GIS Vanessa Quiñones Orfila PSMTheoretical Concepts in GIS Vanessa Quiñones Orfila PSM
Theoretical Concepts in GIS Vanessa Quiñones Orfila PSM
 
Cnn acuracia remotesensing-08-00329
Cnn acuracia remotesensing-08-00329Cnn acuracia remotesensing-08-00329
Cnn acuracia remotesensing-08-00329
 
National Highway Alignment from Namakkal to Erode Using GIS
National Highway Alignment from Namakkal to Erode Using GISNational Highway Alignment from Namakkal to Erode Using GIS
National Highway Alignment from Namakkal to Erode Using GIS
 
TERRAIN CHARACTERISTICS EVALUATION USING GEO SPATIAL TECHNOLOGY: A MODEL STUD...
TERRAIN CHARACTERISTICS EVALUATION USING GEO SPATIAL TECHNOLOGY: A MODEL STUD...TERRAIN CHARACTERISTICS EVALUATION USING GEO SPATIAL TECHNOLOGY: A MODEL STUD...
TERRAIN CHARACTERISTICS EVALUATION USING GEO SPATIAL TECHNOLOGY: A MODEL STUD...
 
Remote sensing overview
Remote sensing overviewRemote sensing overview
Remote sensing overview
 
1CE19EC008 ((INTERNSHIP)) - Rohana H.pptx
1CE19EC008 ((INTERNSHIP)) - Rohana H.pptx1CE19EC008 ((INTERNSHIP)) - Rohana H.pptx
1CE19EC008 ((INTERNSHIP)) - Rohana H.pptx
 
Satellite image enhancement for samll particele observation usingdecorrelatio...
Satellite image enhancement for samll particele observation usingdecorrelatio...Satellite image enhancement for samll particele observation usingdecorrelatio...
Satellite image enhancement for samll particele observation usingdecorrelatio...
 

More from RamMishra65

UNIT - III GIS DATA STRUCTURES (2).ppt
UNIT - III GIS DATA STRUCTURES (2).pptUNIT - III GIS DATA STRUCTURES (2).ppt
UNIT - III GIS DATA STRUCTURES (2).ppt
RamMishra65
 
Casting for 2022 GATE ESE PSUs by S K Mondal .pdf
Casting for 2022 GATE ESE PSUs by S K Mondal .pdfCasting for 2022 GATE ESE PSUs by S K Mondal .pdf
Casting for 2022 GATE ESE PSUs by S K Mondal .pdf
RamMishra65
 
NTMM for GATE IES PSUs 2023 by S K Mondal.pdf
NTMM for GATE IES PSUs 2023 by S K Mondal.pdfNTMM for GATE IES PSUs 2023 by S K Mondal.pdf
NTMM for GATE IES PSUs 2023 by S K Mondal.pdf
RamMishra65
 
UNIT - III GIS DATA STRUCTURES (1).ppt
UNIT - III GIS DATA STRUCTURES (1).pptUNIT - III GIS DATA STRUCTURES (1).ppt
UNIT - III GIS DATA STRUCTURES (1).ppt
RamMishra65
 
Powder_Metallurgy__Part_I__Doubt_Clearing_Session_with_anno.pdf
Powder_Metallurgy__Part_I__Doubt_Clearing_Session_with_anno.pdfPowder_Metallurgy__Part_I__Doubt_Clearing_Session_with_anno.pdf
Powder_Metallurgy__Part_I__Doubt_Clearing_Session_with_anno.pdf
RamMishra65
 
4209-Article Text-20296-1-10-20210531.pdf
4209-Article Text-20296-1-10-20210531.pdf4209-Article Text-20296-1-10-20210531.pdf
4209-Article Text-20296-1-10-20210531.pdf
RamMishra65
 
Powder_Metallurgy__Part_II_with_anno.pdf
Powder_Metallurgy__Part_II_with_anno.pdfPowder_Metallurgy__Part_II_with_anno.pdf
Powder_Metallurgy__Part_II_with_anno.pdf
RamMishra65
 
Powder_Metallurgy__Part_III__Doubt_Clearing_Session_no_anno.pdf
Powder_Metallurgy__Part_III__Doubt_Clearing_Session_no_anno.pdfPowder_Metallurgy__Part_III__Doubt_Clearing_Session_no_anno.pdf
Powder_Metallurgy__Part_III__Doubt_Clearing_Session_no_anno.pdf
RamMishra65
 

More from RamMishra65 (10)

UNIT - III GIS DATA STRUCTURES (2).ppt
UNIT - III GIS DATA STRUCTURES (2).pptUNIT - III GIS DATA STRUCTURES (2).ppt
UNIT - III GIS DATA STRUCTURES (2).ppt
 
Basic Geodesy.pdf
Basic Geodesy.pdfBasic Geodesy.pdf
Basic Geodesy.pdf
 
gis.pdf
gis.pdfgis.pdf
gis.pdf
 
Casting for 2022 GATE ESE PSUs by S K Mondal .pdf
Casting for 2022 GATE ESE PSUs by S K Mondal .pdfCasting for 2022 GATE ESE PSUs by S K Mondal .pdf
Casting for 2022 GATE ESE PSUs by S K Mondal .pdf
 
NTMM for GATE IES PSUs 2023 by S K Mondal.pdf
NTMM for GATE IES PSUs 2023 by S K Mondal.pdfNTMM for GATE IES PSUs 2023 by S K Mondal.pdf
NTMM for GATE IES PSUs 2023 by S K Mondal.pdf
 
UNIT - III GIS DATA STRUCTURES (1).ppt
UNIT - III GIS DATA STRUCTURES (1).pptUNIT - III GIS DATA STRUCTURES (1).ppt
UNIT - III GIS DATA STRUCTURES (1).ppt
 
Powder_Metallurgy__Part_I__Doubt_Clearing_Session_with_anno.pdf
Powder_Metallurgy__Part_I__Doubt_Clearing_Session_with_anno.pdfPowder_Metallurgy__Part_I__Doubt_Clearing_Session_with_anno.pdf
Powder_Metallurgy__Part_I__Doubt_Clearing_Session_with_anno.pdf
 
4209-Article Text-20296-1-10-20210531.pdf
4209-Article Text-20296-1-10-20210531.pdf4209-Article Text-20296-1-10-20210531.pdf
4209-Article Text-20296-1-10-20210531.pdf
 
Powder_Metallurgy__Part_II_with_anno.pdf
Powder_Metallurgy__Part_II_with_anno.pdfPowder_Metallurgy__Part_II_with_anno.pdf
Powder_Metallurgy__Part_II_with_anno.pdf
 
Powder_Metallurgy__Part_III__Doubt_Clearing_Session_no_anno.pdf
Powder_Metallurgy__Part_III__Doubt_Clearing_Session_no_anno.pdfPowder_Metallurgy__Part_III__Doubt_Clearing_Session_no_anno.pdf
Powder_Metallurgy__Part_III__Doubt_Clearing_Session_no_anno.pdf
 

Recently uploaded

➥🔝 7737669865 🔝▻ dharamshala Call-girls in Women Seeking Men 🔝dharamshala🔝 ...
➥🔝 7737669865 🔝▻ dharamshala Call-girls in Women Seeking Men  🔝dharamshala🔝  ...➥🔝 7737669865 🔝▻ dharamshala Call-girls in Women Seeking Men  🔝dharamshala🔝  ...
➥🔝 7737669865 🔝▻ dharamshala Call-girls in Women Seeking Men 🔝dharamshala🔝 ...
amitlee9823
 
Brookefield Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...
Brookefield Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...Brookefield Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...
Brookefield Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...
amitlee9823
 
RT Nagar Call Girls Service: 🍓 7737669865 🍓 High Profile Model Escorts | Bang...
RT Nagar Call Girls Service: 🍓 7737669865 🍓 High Profile Model Escorts | Bang...RT Nagar Call Girls Service: 🍓 7737669865 🍓 High Profile Model Escorts | Bang...
RT Nagar Call Girls Service: 🍓 7737669865 🍓 High Profile Model Escorts | Bang...
amitlee9823
 
ab-initio-training basics and architecture
ab-initio-training basics and architectureab-initio-training basics and architecture
ab-initio-training basics and architecture
saipriyacoool
 
Vip Mumbai Call Girls Borivali Call On 9920725232 With Body to body massage w...
Vip Mumbai Call Girls Borivali Call On 9920725232 With Body to body massage w...Vip Mumbai Call Girls Borivali Call On 9920725232 With Body to body massage w...
Vip Mumbai Call Girls Borivali Call On 9920725232 With Body to body massage w...
amitlee9823
 
Anupama Kundoo Cost Effective detailed ppt with plans and elevations with det...
Anupama Kundoo Cost Effective detailed ppt with plans and elevations with det...Anupama Kundoo Cost Effective detailed ppt with plans and elevations with det...
Anupama Kundoo Cost Effective detailed ppt with plans and elevations with det...
sriharipichandi
 
➥🔝 7737669865 🔝▻ dehradun Call-girls in Women Seeking Men 🔝dehradun🔝 Escor...
➥🔝 7737669865 🔝▻ dehradun Call-girls in Women Seeking Men  🔝dehradun🔝   Escor...➥🔝 7737669865 🔝▻ dehradun Call-girls in Women Seeking Men  🔝dehradun🔝   Escor...
➥🔝 7737669865 🔝▻ dehradun Call-girls in Women Seeking Men 🔝dehradun🔝 Escor...
amitlee9823
 
How to Build a Simple Shopify Website
How to Build a Simple Shopify WebsiteHow to Build a Simple Shopify Website
How to Build a Simple Shopify Website
mark11275
 
Escorts Service Basapura ☎ 7737669865☎ Book Your One night Stand (Bangalore)
Escorts Service Basapura ☎ 7737669865☎ Book Your One night Stand (Bangalore)Escorts Service Basapura ☎ 7737669865☎ Book Your One night Stand (Bangalore)
Escorts Service Basapura ☎ 7737669865☎ Book Your One night Stand (Bangalore)
amitlee9823
 

Recently uploaded (20)

8377087607, Door Step Call Girls In Kalkaji (Locanto) 24/7 Available
8377087607, Door Step Call Girls In Kalkaji (Locanto) 24/7 Available8377087607, Door Step Call Girls In Kalkaji (Locanto) 24/7 Available
8377087607, Door Step Call Girls In Kalkaji (Locanto) 24/7 Available
 
➥🔝 7737669865 🔝▻ dharamshala Call-girls in Women Seeking Men 🔝dharamshala🔝 ...
➥🔝 7737669865 🔝▻ dharamshala Call-girls in Women Seeking Men  🔝dharamshala🔝  ...➥🔝 7737669865 🔝▻ dharamshala Call-girls in Women Seeking Men  🔝dharamshala🔝  ...
➥🔝 7737669865 🔝▻ dharamshala Call-girls in Women Seeking Men 🔝dharamshala🔝 ...
 
Hingoli ❤CALL GIRL 8617370543 ❤CALL GIRLS IN Hingoli ESCORT SERVICE❤CALL GIRL
Hingoli ❤CALL GIRL 8617370543 ❤CALL GIRLS IN Hingoli ESCORT SERVICE❤CALL GIRLHingoli ❤CALL GIRL 8617370543 ❤CALL GIRLS IN Hingoli ESCORT SERVICE❤CALL GIRL
Hingoli ❤CALL GIRL 8617370543 ❤CALL GIRLS IN Hingoli ESCORT SERVICE❤CALL GIRL
 
Brookefield Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...
Brookefield Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...Brookefield Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...
Brookefield Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...
 
call girls in Kaushambi (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝...
call girls in Kaushambi (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝...call girls in Kaushambi (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝...
call girls in Kaushambi (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝...
 
High Profile Escorts Nerul WhatsApp +91-9930687706, Best Service
High Profile Escorts Nerul WhatsApp +91-9930687706, Best ServiceHigh Profile Escorts Nerul WhatsApp +91-9930687706, Best Service
High Profile Escorts Nerul WhatsApp +91-9930687706, Best Service
 
RT Nagar Call Girls Service: 🍓 7737669865 🍓 High Profile Model Escorts | Bang...
RT Nagar Call Girls Service: 🍓 7737669865 🍓 High Profile Model Escorts | Bang...RT Nagar Call Girls Service: 🍓 7737669865 🍓 High Profile Model Escorts | Bang...
RT Nagar Call Girls Service: 🍓 7737669865 🍓 High Profile Model Escorts | Bang...
 
💫✅jodhpur 24×7 BEST GENUINE PERSON LOW PRICE CALL GIRL SERVICE FULL SATISFACT...
💫✅jodhpur 24×7 BEST GENUINE PERSON LOW PRICE CALL GIRL SERVICE FULL SATISFACT...💫✅jodhpur 24×7 BEST GENUINE PERSON LOW PRICE CALL GIRL SERVICE FULL SATISFACT...
💫✅jodhpur 24×7 BEST GENUINE PERSON LOW PRICE CALL GIRL SERVICE FULL SATISFACT...
 
ab-initio-training basics and architecture
ab-initio-training basics and architectureab-initio-training basics and architecture
ab-initio-training basics and architecture
 
Vip Mumbai Call Girls Borivali Call On 9920725232 With Body to body massage w...
Vip Mumbai Call Girls Borivali Call On 9920725232 With Body to body massage w...Vip Mumbai Call Girls Borivali Call On 9920725232 With Body to body massage w...
Vip Mumbai Call Girls Borivali Call On 9920725232 With Body to body massage w...
 
call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️
call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️
call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️
 
Anupama Kundoo Cost Effective detailed ppt with plans and elevations with det...
Anupama Kundoo Cost Effective detailed ppt with plans and elevations with det...Anupama Kundoo Cost Effective detailed ppt with plans and elevations with det...
Anupama Kundoo Cost Effective detailed ppt with plans and elevations with det...
 
➥🔝 7737669865 🔝▻ dehradun Call-girls in Women Seeking Men 🔝dehradun🔝 Escor...
➥🔝 7737669865 🔝▻ dehradun Call-girls in Women Seeking Men  🔝dehradun🔝   Escor...➥🔝 7737669865 🔝▻ dehradun Call-girls in Women Seeking Men  🔝dehradun🔝   Escor...
➥🔝 7737669865 🔝▻ dehradun Call-girls in Women Seeking Men 🔝dehradun🔝 Escor...
 
How to Build a Simple Shopify Website
How to Build a Simple Shopify WebsiteHow to Build a Simple Shopify Website
How to Build a Simple Shopify Website
 
Escorts Service Basapura ☎ 7737669865☎ Book Your One night Stand (Bangalore)
Escorts Service Basapura ☎ 7737669865☎ Book Your One night Stand (Bangalore)Escorts Service Basapura ☎ 7737669865☎ Book Your One night Stand (Bangalore)
Escorts Service Basapura ☎ 7737669865☎ Book Your One night Stand (Bangalore)
 
The hottest UI and UX Design Trends 2024
The hottest UI and UX Design Trends 2024The hottest UI and UX Design Trends 2024
The hottest UI and UX Design Trends 2024
 
Gamestore case study UI UX by Amgad Ibrahim
Gamestore case study UI UX by Amgad IbrahimGamestore case study UI UX by Amgad Ibrahim
Gamestore case study UI UX by Amgad Ibrahim
 
Just Call Vip call girls Nagpur Escorts ☎️8617370543 Starting From 5K to 25K ...
Just Call Vip call girls Nagpur Escorts ☎️8617370543 Starting From 5K to 25K ...Just Call Vip call girls Nagpur Escorts ☎️8617370543 Starting From 5K to 25K ...
Just Call Vip call girls Nagpur Escorts ☎️8617370543 Starting From 5K to 25K ...
 
Jordan_Amanda_DMBS202404_PB1_2024-04.pdf
Jordan_Amanda_DMBS202404_PB1_2024-04.pdfJordan_Amanda_DMBS202404_PB1_2024-04.pdf
Jordan_Amanda_DMBS202404_PB1_2024-04.pdf
 
8377087607, Door Step Call Girls In Majnu Ka Tilla (Delhi) 24/7 Available
8377087607, Door Step Call Girls In Majnu Ka Tilla (Delhi) 24/7 Available8377087607, Door Step Call Girls In Majnu Ka Tilla (Delhi) 24/7 Available
8377087607, Door Step Call Girls In Majnu Ka Tilla (Delhi) 24/7 Available
 

OE7302 syllabus.pdf

  • 1. Remote Sensing and GIS (OE7302) L-T-P-CR: 3-0-0-3 Pre-requisite: No Objective: To know about the principles of remote sensing and spectral signatures and about satellites, types of remote sensing and digital image processing. To know the applications of remote sensing and GIS for various applications of Civil Engineering Theory: 1. Remote Sensing – Principle - Electro-magnetic energy, spectrum – Spectral Signature and Spectral Signature curves for water, soil and Earth Surface, Atmospheric Windows and its Significance 8 Lectures 2. Satellites - Classification – sensor platforms - Resolution – Types of Remote Sensing - Visual Interpretation of Images. 5 Lectures 3. Digital Image Fundamentals – Image pre-processing – Image processing. 10 Lectures 4. GIS - Components of GIS – Hardware, Software, Data – Spatial and Non-Spatial – Data Input Sources–– DBMS – Data Output - Data models - Raster and Vector data structures 5 Lectures 5. Basics of Geodesy and Scale, Ellipsoid, Horizontal Datum, Vertical Datum, Map Projection, Coordinate System 8 Lectures 6. Applications of Remote Sensing and GIS – Environments, Transportation, Structural Health Monitoring, Water Resources Management 8 Lectures Expected Outcome: On completion of the course, the students will be able to: Apply the concepts of GIS, Remote Sensing and Digital Image Processing to possible areas of Civil Engineering. Recommended Books: 1. Stephen R. Galati, Geographic Information Systems Demystified, ARTECH HOUSE, INC. 685 Canton Street Norwood, MA 02062, London, 2006 2. C.P. Lo and Albert K. W. Yeung, Concepts and Techniques of Geographical Information Systems, Prentice- Hall India, 2006. 3. Thomas. M. Lillesand and Ralph. W. Kiefer, Remote Sensing and Image Interpretation, John Wiley and Sons, 2003. 4. P. S. Roy, Dr. R.S. Dwivedi and D.Vijayan, Remote Sensing Applications, NRSC, ISRO. 5. Qihao Weng, Remote Sensing and GIS Integration, McGraw-Hill, 2010 6. Yang Hong, Yu Zhang and Sadiq Ibrahim Khan, Hydrologic Remote Sensing, CRC Press, Taylor & Francis Group, 2016 7. Burrough P.A. and Rachel A. McDonell, Principles of Geographical Information Systems, Oxford Publication, 2004.