Extracting sub-surface water ice signature in polar region of lunar surface using SAR imagery (Softcopy is also available) (Record no. 56762)

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008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
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082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number MG TH-0186
Item number SHR
100 ## - MAIN ENTRY--PERSONAL NAME
Personal name Shroff, Urvi (PT201817)
245 #0 - TITLE STATEMENT
Title Extracting sub-surface water ice signature in polar region of lunar surface using SAR imagery (Softcopy is also available)
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Date of publication, distribution, etc 2019
300 ## - PHYSICAL DESCRIPTION
Extent ii,xxvii,111p.
505 ## - FORMATTED CONTENTS NOTE
Formatted contents note Table of contents <br/>Certificate of Original Authorship vii <br/>Certificate of Dissertation - Advisor’s consent ix <br/>Certificate of Dissertation - Program Chair xi <br/>Acknowledgments xiii <br/>Abstract xv <br/>List of figures xix <br/>List of tables xxvii <br/>1 Introduction 1 <br/>1.1 Background 1 <br/>1.1.1 Research Problem 2 <br/>1.1.2 Research Question 3 <br/>1.2 Objectives 3 <br/>1.3 Scope 3 <br/>1.4 Data and Platforms 5 <br/>2 Literature Review 7 <br/>2.1 Need for Study 13 <br/>2.2 Mini-SAR Data and Derived polarimetric parameters 15 <br/>2.3 Stokes Parameters 16 <br/>2.3.1 Analysis of RADAR Backscatter 17 <br/>2.3.2 Analysis of Stokes parameters 17 <br/>2.4 m-Delta Decomposition 20 <br/>2.4.1 Analysis of decomposition images 21 <br/>2.4.2 Analysis of scatter plots 21 <br/>2.4.3 CPR-Delta Scattering Conditions for water-ice detection 24 <br/>3 Study Area 25 <br/>4 Methodology 27 <br/>4.1 Methodology 27 <br/>4.1.1 Pre-Processing Dataset 27 <br/>4.1.2 Extracting SAR Remote Sensing and Morphological Parameters 28 <br/>4.1.3 Composite cube processing for extraction of polarimetric and morphological parameter 29 <br/>4.1.4 Extraction of Craters for computation of morphological parameters 30 <br/>5 Computation and Analysis 33 <br/>5.1 Morphological Parameters 33 <br/>5.1.1 Computation of Crater Diameter(D) and Floor Diameter 33 <br/>5.1.2 Computation of Crater Depth (d) 39 <br/>5.1.3 Computation of Crater depth to diameter ratio (d/D) 42 <br/>5.1.4 Computation of rms height in Crater interiors 44 <br/>5.1.5 CPR distribution Inside Crater Vs outside Crater 46 <br/>5.2 Remote Sensing Parameters 48 <br/>5.2.1 Digital Elevation Model (DEM) 48 <br/>5.2.2 Annual Average Temperature 50 <br/>5.2.3 Surface Roughness 53 <br/>5.2.4 Total Backscattering Intensity (S1) 55 <br/>5.2.5 Circular Polarization Ratio 58 <br/>6 Results 63 <br/>6.1 Circular Polarization Ratio inside Vs outside Craters 63 <br/>6.2 Comparison of Morphological parameters with CPR 66 <br/>6.2.1 CPR>1 Vs RMS height 66 <br/>6.2.2 Surface Roughness Vs CPR>1 68 <br/>6.2.3 Surface Roughness (Histogram peak) Vs CPR>1 72 v <br/>6.2.4 Surface Roughness Vs CPRhp (Histogram peak) 75 <br/>6.2.5 Surface Roughness Vs mean CPR 77 <br/>6.2.6 CPR (Interiors) Vs Crater Diameter (D) 79 <br/>6.2.7 CPR (Interiors) Vs Floor Diameter 81 <br/>6.3 Comparison of Morphological parameters with rms height 83 <br/>6.3.1 rms height Vs Backscattering Intensity 83 <br/>6.3.2 Surface Roughness Vs Backscattering Intensity 84 <br/>6.4 Comparison of Morphological parameters 87 <br/>6.4.1 Crater depth Vs Crater Diameter 87 <br/>6.4.2 Crater Diameter Vs Floor Diameter 88 <br/>6.5 Conclusion 89 <br/>7 Way Forward 93 <br/>References 95 <br/>Appendix 1: Data Format Specifications 99 <br/>Appendix 2: ISIS3 pre-processing 100 <br/>Appendix 3: MATLAB processing 102 <br/>Appendix 4: Composite cube layers 108<br/><br/>
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name Dave, Bindi (Guide)
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name Mohan, Shiv (Guide)
890 ## - Country
Country India
891 ## - Topic
Topic 2017 Batch
891 ## - Topic
Topic FT-PG
891 ## - Topic
Topic M.Sc. Geomatics
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    Dewey Decimal Classification     Faculty of Technology   CEPT Library CEPT Library 23/10/2019 Faculty of Technology MG TH-0186 SHR 021580 23/10/2019 23/10/2019 Thesis
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