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

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==Data Preparation==
 
==Data Preparation==
 
{| class="wikitable"
 
|-
 
! Description
 
! R Script
 
! Output
 
|-style="vertical-align: top;horizontal-align: center;"
 
| Load crawled data from NEA and combine to one .csv
 
| [[File:G12-ScriptLoad.JPG|center|300px|]]
 
| [[File:G12-OutLoad.JPG|center|500px]]
 
|-style="vertical-align: top;horizontal-align: center;"
 
| Fix Format Date, for Month and Week, including tidy-ing relevant column
 
| [[File:G12-ScriptDate.JPG|center|300px|]]
 
| [[File:G12-OutDate.JPG|500px|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
 
| [[File:G12-ScriptFactor.JPG|center|300px|]]
 
| [[File:G12-OutFactor.JPG|center|500px|]]
 
|-style="vertical-align: top;horizontal-align: center;"
 
| Project the Bar Graph by Monthly and Weekly
 
| [[File:G12-ScriptWeek.JPG|300px|center]][[File:G12-ScriptMonth.JPG|300px|center]]
 
| [[File:G12-OutWeekly.png|500px|center]][[File:G12-OutMonthly.png|500px|center]]
 
|}
 
  
 
==Geospatial Interpolation==
 
==Geospatial Interpolation==

Revision as of 23:27, 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

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