Difference between revisions of "ISSS608 2016 17T3 Group12 Report"

From Visual Analytics and Applications
Jump to navigation Jump to search
Line 45: Line 45:
 
|-style="vertical-align: top;horizontal-align: center;"
 
|-style="vertical-align: top;horizontal-align: center;"
 
| Load crawled data from NEA and combine to one .csv
 
| Load crawled data from NEA and combine to one .csv
| [[File:G12-ScriptLoad.JPG|framed|]]
+
| [[File:G12-ScriptLoad.JPG|300px|center|]]
| [[File:G12-OutLoad.JPG|framed|]]
+
| [[File:G12-OutLoad.JPG|550px|center|]]
 
|-style="vertical-align: top;horizontal-align: center;"
 
|-style="vertical-align: top;horizontal-align: center;"
 
| Fix Format Date, for Month and Week, including tidy-ing relevant column
 
| Fix Format Date, for Month and Week, including tidy-ing relevant column
| [[File:G12-ScriptDate.JPG|framed|]]
+
| [[File:G12-ScriptDate.JPG|300px|center|]]
| [[File:G12-OutDate.JPG|framed|]]
+
| [[File:G12-OutDate.JPG|500px|center]]
 
|-style="vertical-align: top;horizontal-align: center;"
 
|-style="vertical-align: top;horizontal-align: center;"
 
| Transform Month and Week to Factors which would let the data be project to the Bar Graph
 
| Transform Month and Week to Factors which would let the data be project to the Bar Graph

Revision as of 23:02, 6 August 2017

SG Grid.png WeatherWISE

Project Dropbox

Proposal

Poster

Report and App

 



Application

The RainyApp can be accessed through:

insert link here.

Methodology

Data Preparation

Description R Script Output
Load crawled data from NEA and combine to one .csv
G12-ScriptLoad.JPG
G12-OutLoad.JPG
Fix Format Date, for Month and Week, including tidy-ing relevant column
G12-ScriptDate.JPG
G12-OutDate.JPG
Transform Month and Week to Factors which would let the data be project to the Bar Graph
G12-ScriptFactor.JPG
G12-OutFactor.JPG
Project the Bar Graph by Monthly and Weekly
G12-ScriptWeek.JPG
G12-ScriptMonth.JPG
G12-OutWeekly.png
G12-OutMonthly.png

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