Mandi Assignment Final Answer

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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.
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.