ISSS608 2016 17T3 Group12 Report

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SG Grid.png WeatherWISE

Project Dropbox

Proposal

Poster

Report and App

 



Application

The RainyApp can be accessed through:

insert link here.

Methodology

Data Preparation

The data has been downloaded from NEA, which is provided for 58 active weather stations across spread across Singapore. The data is provided for each month and is updated on 10th of every month. This data has been used by us to

Geospatial Interpolation

Description R Script Output
Load the Shapefile and use it to create the map with a grid
G12-ScriptShp.JPG
SG Grid.png
Load the coordinates of each weather station and project it to the map
G12-ScriptCoords.JPG
G12-OutMap.png
Filter the rainfall data based on the filter timeframe
G12-ScriptFilter.JPG
G12-OutFilter.JPG
Run the fit model for the variogram
G12-ScriptVGM.JPG
G12-OutVGM.png
Perform the Kriging based on the best fit variogram
G12-ScriptKrig.JPG
G12-OutKriged.JPG
Plot the interpolated values to the SG map
G12-ScriptOverlay.JPG
G12-OutInter.png

Shiny Application

Description R Script Output
row 1, cell 1 row 1, cell 2 row 1, cell 3
row 2, cell 1 row 2, cell 2 row 2, cell 3

Design Framework

Design Framework
Results
Select weekly-monthly.png
Row 1

Your content Here....

Seelect the variogram.png
Row 2

Your content here

Final output.png
Roe 3

Your content here