Difference between revisions of "Mandi Assignment Final Answer"

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'''3. Features that change over time in these images.''' <br/>
 
'''3. Features that change over time in these images.''' <br/>
 
[[File:Jun.jpg|1200px]] <br />
 
[[File:Jun.jpg|1200px]] <br />
[[File:Sep.jpg|1200px]] <br />
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[[File:Sep_WaterClear.JPG.jpg|1200px]] <br />
 
[[File:Dec.jpg|1200px]] <br />
 
[[File:Dec.jpg|1200px]] <br />

Revision as of 22:39, 7 July 2017

VAST Challenge 2017 MC 3

Introduction

Data Preparation

Analysis Procedure

Final Answer


Questions:

1. The scale and orientation of the supplied satellite images.

2. Features in the Preserve area as captured in the imagery.
Most of the images have sensor artifacts at the bottom right corner. To identify the features in the Preserve Area, I picked the image which is generated from the data [image11_2016_09_06.csv]. It has no sensor artifacts at all. Band combinations(B4, B3, B2) are mapped to the RGB image channels to create the false-color image as below.
2016 09 06 Changes PlantHealth.jpeg
Band combinations(B5, B4, B2) are mapped to the RGB image channels to create the false-color image as below:
2016 09 06 Floods newLands.jpeg
With the NDVI and RVI Value, we can identify the different vegetation.
NDVI NIR.jpg

  • Cluster 1: Common vegetation.
  • Cluster 2: Road/Newly Land.
  • Cluster 3: Healthy Plant which has absorbed the red light strongly.
  • Cluster 4: Waterbody.
  • Cluster 5: Clouds.

B2 B4 Cluster.jpg

3. Features that change over time in these images.
Jun.jpg
1200px
Dec.jpg