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Lectures Remote Sensing Presented by Dr. Safaa Mohamed Hasan National Authority for Remote Sensing and Space Sciences (NARSS) E-mail; safaamh2002@yahoo.com
Who am I? Dr. Safaa Mohamed Hasan Ph.D of Remote sensing and GIS Head of image processing department Data Reception, Analysis and Receiving Station Affairs Division.  National Authority for Remote Sensing and Space Sciences (NARSS)
[object Object],conceptual framework for the course ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Lecture One
[object Object],What is remote sensing?
 
A remote sensing instrument collects information about an object or phenomenon within the instantaneous-field-of-view (IFOV) of the sensor system without being in direct physical contact with it. The sensor is located on a suborbital or satellite platform.
Interaction Model Depicting the Relationships of the Mapping Sciences as they relate to Mathematics and Logic, and the Physical, Biological, and Social Sciences
RS as Source of information  ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
RS Properties ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Person in photo is holding a sensor similar to the ones used on satellites. By recording a highly accurate spectral signature for this crop type using this hand-held spectrometer, scientists can then search for and extract this signature from satellite imagery and develop detailed maps of this crop type over very large areas.
 
AVHRR OLS MODIS MERIES SSM/I Seawinds SAR ASAR reflective Emissive Radiative Thermal Sensor Types The Electromagnetic Spectrum
Visible Spectrum ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Wavelength,µm 0.4 0.5 0.6 0.7
Electromagnetic Wave Interaction/ Propagation  through the Atmosphere ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Incident (I) Absorption (A)   Transmission (T) Reflection (R) Specular or mirror reflection.  where all (or almost all) of the energy is directed away from the surface in a single direction Diffuse reflection .  the surface is rough and the energy is reflected almost uniformly in all directions Radiation - Target Interactions
1.5 Radiation - Target Interactions Leaves Interactions: A chemical compound in leaves called chlorophyll strongly absorbs radiation in the red  and blue wavelengths but reflects green wavelengths Water Interactions: Longer wavelength visible and near infrared radiation is absorbed more by water than shorter visible wavelengths
Characteristics of Images An image  refers to any pictorial representation, regardless of what wavelengths or remote sensing device has been used to detect and record the electromagnetic energy
[object Object],[object Object],[object Object],Advantages of Remote Sensing
[object Object],Advantages of Remote Sensing
Active Sensor Passive Sensor Active and Passive ATMOSPHERE SURFACE Reflectance Emission Radiance
 
Lecture Two
[object Object],[object Object],[object Object],[object Object],RS Resolution
 
Spatial Resolution, Pixel Size, and Scale spatial resolution   of the sensor and refers to the size of the  smallest possible feature  that can be detected. Instantaneous Field of View (IFOV). The IFOV is the angular cone of visibility of the sensor (A) and determines the area on the Earth's surface which is "seen" from a given altitude at one particular moment in time (B). Pixels   which are the smallest units of an image.  Scale   =  The distance on an image or map /  actual ground distance.
 
Low spatial resolution High spatial resolution
Spectral Resolution
Spectral Resolution Spectral resolution: the ability of a sensor to define fine wavelength intervals.  Finer the spectral resolution    narrower wavelength range for a particular band.                      Black and White film Coarse spectral resolution Color film fine spectral resolution Some material may not be easily distinguishable using broad wavelength. They would require comparison at much finer spectral resolution  (hyperspectral sensors)
Advanced Very High Resolution Radiometer (AVHRR) Bandwidths
Spectral Bandwidths of SPOT and Landsat Sensor Systems
 
One byte = 8bit  Byte:  is the smallest stored units for users Bit:  is the smallest stored units for computers If we have 11 bits digital values,  should be stored on………byte on our computer If we have 6 bits digital values,  What ranges on the gray level put in our computer
Radiometric Resolution ,[object Object],[object Object],6 bits  recorded data,   2 6 =64 digital values,   ranging from  0 to 63.   8 bits  recorded data, 2 8 =256 digital values available, ranging from  0 to 255 .  (High   Radiometric Resolution) 4 bits  were used, then only 2 4 =16 values ranging from  0 to 15  would be available  (low   Radiometric Resolution)
 
High Radiometric Resolution Low Radiometric Resolution
Lecture Three
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Geometric   Distortions
The geometric registration  process involves identifying the image coordinates (i.e. row, column) of several clearly discernible points, called ground control points (or GCPs), in the distorted image (A - A1 to A4), and matching them to their true positions in ground coordinates (e.g. latitude, longitude). 1- Image-to-map registration 2- Image-to-image registration
Geometric  Registration Process G.R. process involves identifying the image coordinates (i.e. row, column) of several clearly discernible points, called ground control points (or GCPs), in the distorted image (A - A1 to A4), and matching them to their true positions in ground coordinates (e.g. latitude, longitude). The true ground coordinates are typically measured from a map (B - B1 to B4), either in paper or digital format.
Resampling is used to determine the digital values to place in the new pixel locations of the corrected output image. Resampling methods ,[object Object],[object Object],[object Object]
Nearest neighbour resampling   uses the digital value from the pixel in the original image which is nearest to the new pixel location in the corrected image
Bilinear interpolation resampling   takes a weighted average of  four pixels  in the original image nearest to the new pixel location.
Cubic convolution resampling  goes even further to calculate a distance weighted average of a block of  sixteen pixels  from the original image which surround the new output pixel location

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Remote sensing

  • 1. Lectures Remote Sensing Presented by Dr. Safaa Mohamed Hasan National Authority for Remote Sensing and Space Sciences (NARSS) E-mail; safaamh2002@yahoo.com
  • 2. Who am I? Dr. Safaa Mohamed Hasan Ph.D of Remote sensing and GIS Head of image processing department Data Reception, Analysis and Receiving Station Affairs Division. National Authority for Remote Sensing and Space Sciences (NARSS)
  • 3.
  • 5.
  • 6.  
  • 7. A remote sensing instrument collects information about an object or phenomenon within the instantaneous-field-of-view (IFOV) of the sensor system without being in direct physical contact with it. The sensor is located on a suborbital or satellite platform.
  • 8. Interaction Model Depicting the Relationships of the Mapping Sciences as they relate to Mathematics and Logic, and the Physical, Biological, and Social Sciences
  • 9.
  • 10.
  • 11. Person in photo is holding a sensor similar to the ones used on satellites. By recording a highly accurate spectral signature for this crop type using this hand-held spectrometer, scientists can then search for and extract this signature from satellite imagery and develop detailed maps of this crop type over very large areas.
  • 12.  
  • 13. AVHRR OLS MODIS MERIES SSM/I Seawinds SAR ASAR reflective Emissive Radiative Thermal Sensor Types The Electromagnetic Spectrum
  • 14.
  • 15.
  • 16. Incident (I) Absorption (A) Transmission (T) Reflection (R) Specular or mirror reflection. where all (or almost all) of the energy is directed away from the surface in a single direction Diffuse reflection . the surface is rough and the energy is reflected almost uniformly in all directions Radiation - Target Interactions
  • 17. 1.5 Radiation - Target Interactions Leaves Interactions: A chemical compound in leaves called chlorophyll strongly absorbs radiation in the red and blue wavelengths but reflects green wavelengths Water Interactions: Longer wavelength visible and near infrared radiation is absorbed more by water than shorter visible wavelengths
  • 18. Characteristics of Images An image refers to any pictorial representation, regardless of what wavelengths or remote sensing device has been used to detect and record the electromagnetic energy
  • 19.
  • 20.
  • 21. Active Sensor Passive Sensor Active and Passive ATMOSPHERE SURFACE Reflectance Emission Radiance
  • 22.  
  • 24.
  • 25.  
  • 26. Spatial Resolution, Pixel Size, and Scale spatial resolution of the sensor and refers to the size of the smallest possible feature that can be detected. Instantaneous Field of View (IFOV). The IFOV is the angular cone of visibility of the sensor (A) and determines the area on the Earth's surface which is "seen" from a given altitude at one particular moment in time (B). Pixels which are the smallest units of an image. Scale = The distance on an image or map / actual ground distance.
  • 27.  
  • 28. Low spatial resolution High spatial resolution
  • 30. Spectral Resolution Spectral resolution: the ability of a sensor to define fine wavelength intervals. Finer the spectral resolution  narrower wavelength range for a particular band.                      Black and White film Coarse spectral resolution Color film fine spectral resolution Some material may not be easily distinguishable using broad wavelength. They would require comparison at much finer spectral resolution (hyperspectral sensors)
  • 31. Advanced Very High Resolution Radiometer (AVHRR) Bandwidths
  • 32. Spectral Bandwidths of SPOT and Landsat Sensor Systems
  • 33.  
  • 34. One byte = 8bit Byte: is the smallest stored units for users Bit: is the smallest stored units for computers If we have 11 bits digital values, should be stored on………byte on our computer If we have 6 bits digital values, What ranges on the gray level put in our computer
  • 35.
  • 36.  
  • 37. High Radiometric Resolution Low Radiometric Resolution
  • 39.
  • 40. The geometric registration process involves identifying the image coordinates (i.e. row, column) of several clearly discernible points, called ground control points (or GCPs), in the distorted image (A - A1 to A4), and matching them to their true positions in ground coordinates (e.g. latitude, longitude). 1- Image-to-map registration 2- Image-to-image registration
  • 41. Geometric Registration Process G.R. process involves identifying the image coordinates (i.e. row, column) of several clearly discernible points, called ground control points (or GCPs), in the distorted image (A - A1 to A4), and matching them to their true positions in ground coordinates (e.g. latitude, longitude). The true ground coordinates are typically measured from a map (B - B1 to B4), either in paper or digital format.
  • 42.
  • 43. Nearest neighbour resampling uses the digital value from the pixel in the original image which is nearest to the new pixel location in the corrected image
  • 44. Bilinear interpolation resampling takes a weighted average of four pixels in the original image nearest to the new pixel location.
  • 45. Cubic convolution resampling goes even further to calculate a distance weighted average of a block of sixteen pixels from the original image which surround the new output pixel location