Introduction to Remote Sensing

Introduction to Remote Sensing. Instructor: Prof. Arun K. Saraf, Department of Earth Sciences, IIT Roorkee. The proposed course provides basic understanding about satellite based Remote Sensing technology. Presently, remote sensing datasets available from various earth orbiting satellites are being used extensively in various domains including in civil engineering, water resources, earth sciences, transportation engineering, navigation etc. Google Earth has further made access to high spatial resolution remote sensing data available to non-experts with great ease. (from

Lecture 16 - Image classification techniques

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Lecture 01 - What is satellite based remote sensing?
Lecture 02 - Development of remote sensing technology and advantages
Lecture 03 - Different platforms of remote sensing
Lecture 04 - Electromagnetic spectrum, solar reflection and thermal emission
Lecture 05 - Interaction of EM radiation with atmosphere including atmospheric scattering, absorption and emission
Lecture 06 - Interaction mechanism of EM radiation with ground and spectral response curve
Lecture 07 - Principles of image interpretation
Lecture 08 - Multispectral scanners and imaging devices
Lecture 09 - Salient characteristics of Landsat, IRS, Cartosat, Resourcesat sensors
Lecture 10 - Image characteristics and different resolutions in remote sensing
Lecture 11 - Image interpretation of different geological landforms, rock types and structures
Lecture 12 - Remote sensing integration with GIS and GPS
Lecture 13 - Geo-referencing technique
Lecture 14 - Basic image enhancement techniques
Lecture 15 - Spatial filtering, band ratio and principal component analysis techniques
Lecture 16 - Image classification techniques
Lecture 17 - InSAR techniques in its applications
Lecture 18 - Hyperspectral remote sensing
Lecture 19 - Integrated applications of RS and GIS in groundwater studies
Lecture 20 - Limitations of remote sensing techniques