Скачать или смотреть REMOTE SENSING ESSENTIAL ASSIGNMENT 7 NPTEL

Week 1 :
Rudiments of remote sensing and advantages,
Historical Perspective of development of remote sensing technology,
EM spectrum, solar reflection and thermal emission,
Interaction of EM radiation with atmosphere including atmospheric scattering, absorption and emission,
Interaction mechanisms of EM radiation with ground, spectral response curves

Week 2 :
Laws of Radiation and their relevance in Remote Sensing,
Basis of remote sensing image representation,
Various Remote Sensing Platforms,
Multi-spectral scanners and imaging devices,
Significant characteristics of LANDSAT, SPOT, Sentinel sensors

Week 3 :
Prominent characteristics of IRS, Cartosat, ResourceSat sensors,
Unmanned Aerial Vehicle / Drone,
Passive Microwave Remote Sensing,
Image characteristics and different resolutions in Remote Sensing,
Different techniques of Image acquisition

Week 4 :
Importance of digital image processing,
Digital Image Processing Software,
Basic image enhancement techniques,
Colour representations and transforms,
Image Histograms and statistics

Week 5 :
Atmospheric errors and corrections,
Georeferencing Technique,
Digital Image Processing Software – Demonstration-1,
Image enhancement techniques –I,
Image enhancement techniques –II

Week 6 :
Digital Image Processing Software – Demonstration-2,
Spatial Filtering Techniques, Band rationing and PCA,
Frequency Doman Fourier Transformation,
Digital Image Processing Software – Demonstration-3,
Unsupervised image classification and density slicing techniques

Week 7 :
Supervised image classification techniques and limitations
Digital Image Processing Software – Demonstration-4
LiDAR Technique and applications
Mosaicking, subsets, sub-sampling techniques and applications,
False Topographic Phenomena and correction techniques-01

Week 8 :
False Topographic Phenomena and correction techniques-02,
High Spatial Resolution Satellite Images and limitations,
Basic Image Compression techniques and different image file formats,
Hyperspectral Remote Sensing,
Digital Image vs Digital Photograph

Week 9 :
NDVI and other indices,
Active Microwave Remote Sensing-01,
Active Microwave Remote Sensing-02,
Radar Images interpretation and applications,
SAR Interferometry (InSAR) Technique-01

Week 10 :
SAR Interferometry (InSAR) Technique-02,
Principles of image interpretation,
Image interpretation of different geological landforms, rock types and structures,
Remote Sensing of Moon and Mars,
Google Earth and its Applications

Week 11 :
Integrated applications of RS and GIS in groundwater studies-01,
Integrated applications of RS and GIS in groundwater studies-02,
Applications of Remote Sensing in Earthquake Studies-01,
Applications of Remote Sensing in Earthquake Studies-02

Week 12 :
Different sources of free satellite images,
Limitations of Remote Sensing Techniques
Books and references
1. Introduction to Remote Sensing”, (5th Ed.), The Guildford Press, New York, 2012.
2. Lillesand, T.M., Kiefer, R.W. and Chapman, J.W., “Remote Sensing and Image Interpretation”, (5th Ed.), John Wiley & Sons, 2007.
3. Gupta, R. P., “Remote Sensing Geology”, 2nd Ed., Springer, 2003.
4. Drury, S. A., “Image Interpretation in Geology”, 2nd Ed, Allen & Unwin, 1993.
5. Cracknell, A.P., “Introduction to Remote Sensing”, (2nd Ed.), Tylor & Francis, London, 1991.
6. Gonzalez, Rafael C. and Richard E. Woods “Digital Image Processing”, (3rd Edition) Pearson Education, London.