VAST Challenge 2017 MC3

Descrption

The whole dataset for MC3 contain 12 csv files and 12 tif files.

For csv file, each file contains coordinate information and band values for particular date, which is shown below:

This csv file contains all information on Sep "2016-09-06" and other 11 csv files are with the same format

Tools

First of all, we need to combine all 12 image data into one consolidated file, which is necessary for the following analysis.

The following R code shows the process of data consolidation including adding more columns for their "Date".

After using relevant measurement to define the property of certain regions on a particular date, we need to apply it for all dates.

We export the clustered Region data into csv file and use R to duplicate it for all dates.