Difference between revisions of "G1-Group09 Proposal"

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=== Project Data Source ===
 
=== Project Data Source ===
  
 +
{| class="wikitable"
 +
|-
 +
! scope="col"| Name of data
 +
! scope="col"| Source
 +
! scope="col"| Link
 +
! scope="col"| File Type
 +
|-
 +
! scope="row"| Master Plan 2008 Land Use
 +
| https://data.gov.sg
 +
| https://data.gov.sg/dataset/mp08-land-use
 +
| SHP
 +
|-
 +
! scope="row"| Master Plan 2014 Land Use
 +
| https://data.gov.sg
 +
| https://data.gov.sg/dataset/master-plan-2014-land-use
 +
| SHP
 +
|-
 +
! scope="row"| Master Plan 2008 Subzone Boundary (No Sea)
 +
| https://data.gov.sg
 +
| https://data.gov.sg/dataset/master-plan-2008-subzone-boundary-no-sea?resource_id=e3c43ad2-10f9-4bdb-a0c8-1f7b8d62c429
 +
| SHP
 +
|-
 +
! scope="row"| Master Plan 2014 Subzone Boundary (No Sea)
 +
| https://data.gov.sg
 +
| https://data.gov.sg/dataset/master-plan-2014-subzone-boundary-no-sea
 +
| SHP
 +
|-
 +
! scope="row"| Train station
 +
| https://www.mytransport.sg/content/mytransport/home/dataMall.html
 +
| https://www.mytransport.sg/content/mytransport/home/dataMall/search_datasets.html?searchText=train%20station
 +
| SHP
 +
|-
 +
! scope="row"| LTA DataMall | API User Guide & Documentation (commuter data for train and bus, July till September)
 +
| https://www.mytransport.sg/content/mytransport/home/dataMall.html
 +
| https://www.mytransport.sg/content/dam/datamall/datasets/LTA_DataMall_API_User_Guide.pdf
 +
| PDF,CSV
 +
|-
 +
! scope="row"| Development Control Parameters For Non-residential Development Handbook
 +
| https://www.ura.gov.sg/Corporate
 +
| https://www.ura.gov.sg/services/download_file.aspx?f=%7B2EFD5356-EFF5-4BE7-8E02-1B739BA543AF%7D
 +
| PDF
 +
|-
 +
! scope="row"| [Singapore Residents by Planning Area Subzone, Age Group, Sex and Type of Dwelling, June 2011 -2019], [Basic demographic characteristics  (comparison)],[
 +
Resident Working Persons Aged 15 Years and Over by Planning Area and Industry]
 +
| https://www.singstat.gov.sg
 +
| https://www.singstat.gov.sg/find-data/search-by-theme/population/geographic-distribution/latest-data
 +
| CSV,XLS
 +
|-
 +
! scope="row"| Community clubs
 +
| https://data.gov.sg
 +
| https://data.gov.sg/dataset/community-clubs
 +
| KML
 +
|-
 +
! scope="row"| Chas clinics
 +
| https://data.gov.sg
 +
| https://data.gov.sg/dataset/chas-clinics
 +
| KML
 +
|-
 +
! scope="row"| MasterPlan 2014 rail stations
 +
| https://data.gov.sg
 +
| https://data.gov.sg/dataset/master-plan-2014-rail-station?resource_id=b1f2ed7e-10dd-40b4-aeb4-0148835e75d2
 +
| SHP
 +
|-
 +
! scope="row"| HDB
 +
| https://data.gov.sg
 +
| https://data.gov.sg/dataset/hdb-property-information
 +
| CSV
 +
|-
 +
! scope="row"| Natural
 +
| https://www.bbbike.org/Singapore/
 +
| https://download.bbbike.org/osm/bbbike/Singapore/
 +
| SHP
 +
|-
 +
! scope="row"| Building
 +
| https://www.bbbike.org/Singapore/
 +
| https://download.bbbike.org/osm/bbbike/Singapore/
 +
| SHP
 +
|-
 +
! scope="row"| Roads
 +
| https://www.bbbike.org/Singapore/
 +
| https://download.bbbike.org/osm/bbbike/Singapore/
 +
| SHP
 +
|-
 +
! scope="row"| Libraries
 +
| https://data.gov.sg
 +
| https://data.gov.sg/dataset/libraries
 +
| KML
 +
|-
 +
! scope="row"| Aster.GDEM
 +
| https://earthdata.nasa.gov/
 +
| https://search.earthdata.nasa.gov/search?m=-7.175!25.59375!1!1!0!0%2C2
 +
| TIF
 +
|-
 +
|}
  
−
Name of data
 
−
Source
 
−
Link
 
−
File Type
 
−
Master Plan 2008 Land Use
 
−
https://data.gov.sg
 
−
https://data.gov.sg/dataset/mp08-land-use
 
−
SHP
 
−
Master Plan 2014 Land Use
 
−
https://data.gov.sg
 
−
https://data.gov.sg/dataset/master-plan-2014-land-use
 
−
SHP
 
−
Master Plan 2008 Subzone Boundary (No Sea)
 
−
https://data.gov.sg
 
−
https://data.gov.sg/dataset/master-plan-2008-subzone-boundary-no-sea?resource_id=e3c43ad2-10f9-4bdb-a0c8-1f7b8d62c429
 
−
SHP
 
−
Master Plan 2014 Subzone Boundary (No Sea)
 
−
https://data.gov.sg
 
−
https://data.gov.sg/dataset/master-plan-2014-subzone-boundary-no-sea
 
−
SHP
 
−
Road Section Line
 
−
https://www.mytransport.sg/content/mytransport/home/dataMall.html
 
−
https://www.mytransport.sg/content/mytransport/home/dataMall/search_datasets.html?searchText=road%20section
 
−
SHP
 
−
Bus stop location
 
−
https://www.mytransport.sg/content/mytransport/home/dataMall.html
 
−
https://www.mytransport.sg/content/mytransport/home/dataMall/search_datasets.html?searchText=bus%20stop%20location
 
−
SHP
 
−
Train station
 
−
https://www.mytransport.sg/content/mytransport/home/dataMall.html
 
−
https://www.mytransport.sg/content/mytransport/home/dataMall/search_datasets.html?searchText=train%20station
 
−
SHP
 
−
LTA DataMall | API User Guide & Documentation
 
−
https://www.mytransport.sg/content/mytransport/home/dataMall.html
 
−
https://www.mytransport.sg/content/dam/datamall/datasets/LTA_DataMall_API_User_Guide.pdf
 
−
PDF
 
−
Development Control Parameters For
 
−
Non-residential Development
 
−
Handbook
 
−
URA
 
−
https://www.ura.gov.sg/services/download_file.aspx?f=%7B2EFD5356-EFF5-4BE7-8E02-1B739BA543AF%7D
 
−
PDF
 
−
Singapore Residents by Planning Area Subzone, Age Group, Sex and Type of Dwelling, June 2000 -2019
 
−
Basic demographic characteristics
 
−
Resident population/students aged 5 years and over
 
−
Residents population aged 15 years and over
 
−
Resident working persons aged 15 years and over
 
−
Resident household
 
−
 
−
Singstat
 
−
https://www.singstat.gov.sg/find-data/search-by-theme/population/geographic-distribution/latest-data
 
−
CSV,XLS
 
−
Community clubs
 
−
Data gov
 
−
https://data.gov.sg/dataset/community-clubs
 
−
kml
 
−
Chas clinis
 
−
Data gov
 
−
https://data.gov.sg/dataset/chas-clinics
 
−
kml
 
−
gyms@sg
 
−
Data gov
 
−
https://data.gov.sg/dataset/gymssg?resource_id=3354e465-3ffb-4cb7-a3c5-d1a767af9415
 
−
kml
 
  
 
=== Project Timeline ===
 
=== Project Timeline ===
−
[[File:Gantz chart G1 T9 Punggol.JPG|800px]]
+
[[File:Gantz chart G1 T9 Punggol.JPG|1000px]]
  
  
  
 
=== Scope of Work ===
 
=== Scope of Work ===
 +
{| class="wikitable"
 +
|-
 +
! scope="col"| MILESTONES
 +
! scope="col"| RESPONSIBLE
 +
! scope="col"| START
 +
! scope="col"| END
 +
! scope="col"| DAYS
 +
! scope="col"| STATUS
 +
|-
 +
! scope="row"| Formulation of Project Team
 +
| ALL
 +
| 2/9/2019
 +
| 8/9/2019
 +
| 6
 +
| Complete
 +
|-
 +
! scope="row"| Selection of Project area:Punggol
 +
| ALL
 +
| 9/9/2019
 +
| 15/9/2019
 +
| 6
 +
| Complete
 +
|-
 +
! scope="row"| Project debrief by Prof Kam
 +
| ALL
 +
| 27/9/2019
 +
| 27/9/2019
 +
| 0
 +
| Complete
 +
|-
 +
! scope="row"| Brainstorming project objectives and scope of work
 +
1) Discuss the outline of the project
 +
 +
2) Getting required data for phase 1 from Singstat and Data.gov
 +
 +
3) Brainstorm questions that needs to be followed up
 +
| ALL
 +
| 2/10/2019
 +
| 9/10/2019
 +
| 7
 +
| Complete
 +
|-
 +
! scope="row"| Creation of project wiki page
 +
1) Setting up project wiki page
 +
 +
2) Working on GIS for phase 1
 +
 +
3) Find out the different techniques required for the project
 +
 +
4) Retrieving the API for LTA commuter data
 +
 +
5) Update project progress and consolidate questions for consultation
 +
 +
6) Consultation with prof Kam on the techniques required for phase 1 and how to clean the data for phase 2
 +
 +
7) Debrief after consultation, such as discussing on the approach for phase 2
 +
| ALL
 +
| 9/10/2019
 +
| 15/10/2019
 +
| 6
 +
| Complete
 +
|-
 +
! scope="row"| Update project wiki and interim project discussion with instructor
 +
1) Working on phase 1 of project specifically on checking and resolving of errors
 +
 +
2) Finish getting all the LTA data
 +
 +
3) Finish gathering all the data for phase 2
 +
 +
4) Finish cleaning data for population numbers of young and old
 +
 +
5) Wrapping up on phase 1
 +
 +
6) Start work on actual analysis for phase 2
  
 +
7) Consultation with Prof Kam
 +
| ALL
 +
| 15/10/2019
 +
| 22/10/2019
 +
| 7
 +
| Complete
 +
|-
 +
! scope="row"| Completion of Phase 1
 +
1) Finalise phase 1
 +
 +
2) Wrapping up on Phase 2
 +
 +
3) Consultation with Prof Kam
 +
| ALL
 +
| 22/10/2019
 +
| 3/11/2019
 +
| 12
 +
| Complete
 +
|-
 +
! scope="row"| Completion of Phase 2
 +
1) Finalise phase 2
 +
 +
2) Creation of project poster
 +
| ALL
 +
| 3/11/2019
 +
| 11/11/2019
 +
| 8
 +
| Complete
 +
|-
 +
! scope="row"| Submission of project poster
 +
1) Editing content of project poster
 +
 +
2) Editing the design and layout of project poster
 +
 +
3) Start on Final project report
 +
| ALL
 +
| 11/11/2019
 +
| 14/11/2019
 +
| 3
 +
| Complete
 +
|-
 +
! scope="row"| Townhall Poster Presentation
 +
1) Preparing webmaps for Townhall Poster Presentation
 +
 +
2) Working on Final project report
 +
| ALL
 +
| 14/11/2019
 +
| 18/11/2019
 +
| 4
 +
| Complete
 +
|-
 +
! scope="row"| Submission of project artifact( Final project report & Geopacakge) & Final update of project wiki
 +
1) Wrapping on Final Project Report
 +
 +
2) Updating of Project wiki page
 +
 +
3) Collating Project artifiacts
 +
| ALL
 +
| 18/11/2019
 +
| 24/11/2019
 +
| 6
 +
| Complete
 +
|-
 +
|}
  
  
  
 
=== Project Reference ===
 
=== Project Reference ===
−
https://data.gov.sg/dataset/master-plan-2008-subzone-boundary-no-sea?resource_id=e3c43ad2-10f9-4bdb-a0c8-1f7b8d62c429
+
A liveable and endearing HOME (n.d.) Retrived from https://www.mewr.gov.sg/docs/default-source/module/ssb-publications-chapter/ebc513c0-833e-41b1-a0eb-3fd6cf0682e4.pdf
−
<br>
+
 
−
https://data.gov.sg/dataset/master-plan-2014-subzone-boundary-no-sea?resource_id=c30bfcc0-7e23-4959-b4d9-c5da5e00af54
+
Hamnett, S., Yuen, B., & Taylor & Francis. (2019). Planning Singapore: The experimental city, New York : Routledge (Planning, history, and the environment series).
−
<br>
+
 
−
<br>
+
HDB. (2019, September). Punggol. Retrieved from (https://www.hdb.gov.sg/cs/infoweb/about-us/history/hdb-towns-your-home/punggol
−
https://data.gov.sg/dataset/mp08-land-use?resource_id=9a0a0447-55fa-4b48-99ac-a63824f71dc7
+
Land Transport Authority. (2019, February 11).  LTA DataMall: API user guide and documentation (Version 4.9).  Retrieved from https://www.mytransport.sg/content/dam/datamall/datasets/LTA_DataMall_API_User_Guide.pdf
−
<br>
+
Lee, P. (2016, July 28). Punggol to get temporary library. Retrieved from https://www.straitstimes.com/singapore/punggol-to-get-temporary-library.
−
https://data.gov.sg/dataset/master-plan-2014-land-use?resource_id=0d1a6cda-7cad-4b17-b9a8-9e173afebbc1
+
 
 +
Michelle Yun Yee. (2018). Punggol: Waves of Recreation. Retrieved from https://roots.sg/learn/stories/punggol-waves-of-recreation/story.
 +
 
 +
Punggol. (2017, October 4). Retrieved from  https://www.hdb.gov.sg/cs/infoweb/about-us/history/hdb-towns-your-home/punggol#.
 +
 
 +
Punggol Digital District. (2019, November 20). Retrieved from https://www.ura.gov.sg/Corporate/Planning/Draft-Master-Plan-19/Urban-Transformations/Punggol-Digital-District.
 +
 
 +
Yan, Wei. (2013, April). How Long and How Far Do Adults Travel and Will Adults Travel for Primary Care?. Retrieved from https://www.ofm.wa.gov/sites/default/files/public/legacy/researchbriefs/2013/brief070.pdf
 +
Rashith, R., & Khalik, S. (2018, August 15). MOH to grow aged care services to meet rising demand. Retrieved from https://www.straitstimes.com/singapore/moh-to-grow-aged-care-services-to-meet-rising-demand.
 +
 
 +
Rayo, Rayo, Morten, Rayo, Francisco, & Radek. (2016, April 16). Group Stats tutorial. Retrieved from https://anitagraser.com/2013/02/02/group-stats-tutorial/.
 +
 
 +
Rjhale. (2013, December 18). Group Stats for QGIS • North River Geographic Systems Inc. Retrieved from https://www.northrivergeographic.com/archives/group-stats-qgis.
 +
 
 +
==Identifying and resolving errors: ==
 +
 
 +
Abdullah, Z. (2017, June 8). Punggol: Singapore's baby town. Retrieved from https://www.straitstimes.com/singapore/singapores-baby-town.
 +
 
 +
Analytic Hierarchy Process, AHP. (2016). Retrieved from http://www.scbuk.com/ahp.html.
 +
 
 +
Land Cover Changes on the Coastal Zone of Candarli Bay, Turkey Using Remotely Sensed Data. over-change-matrix-1990-2005-ha_tbl1_23172369/actions#reference.
 +
 
 +
PSchwarz. (2019, August 13). That Don't Look Right. Retrieved from https://integratedproductivitytools.com/2017/03/that-dont-look-right/.
 +
 
 +
Web Mapping with QGIS2Web¶. (n.d.). Retrieved from https://www.qgistutorials.com/en/docs/web_mapping_with_qgis2web.html.

Latest revision as of 22:26, 24 November 2019

G1-Group09.logo.png

PROPOSAL

POSTER

WEB MAPS

PROJECT REPORT

Proposal

Project Motivation

The government's future plans to transform Punggol into a vibrant region full of hustle, with developments ranging from sports, university campus, private estates to outdoor adventure centres and have proved to be very exciting to not only current residents, but prospective homeowners as well. However,have conscientious analysis and good planning been applied? How beneficial are these new rapid developments in meeting the current and future needs of punggol residents? Our project strives to analyse and answer these 2 questions.

Project Objective

Our team aims to examine the land-use changes between the past 2 master plans of 2008 and 2014 for our study area, Punggol. Through the examination and analysis of the current situation in Punggol using QGIS software. we strive to identify land suitable for the construction of appropriate facilities for 3 target groups, namely the young (0-4 years), economically active (15-64 years) and elderly (65 years and above) to meet the residents’ future needs in 2024. We hope that our land suitability analysis will be useful for suggestions and comparisons for future development in Punggol depicted in URA’s Master Plan 2019.

About Punggol

Punggol is a relatively young region with a lot of exciting projects planned for development. Spanning an area the size of 9.57 sq km (3.69 sq miles) and a residential population of 187,800, Punggol is currently set to be envisioned in the future as “the next generation Smart & Integrated District”.

As to the definition of Punggol, there are multiple explanations on how the name Punggol is derived. In Malay, it means “hurling sticks at the branches of fruit trees to bring the fruits down to the ground”. An alternative interpretation would be “a place where fruits and forest produce are offered for wholesale”, implying that Punggol was a rural, agricultural area. The third explanation involves Wak Sumang, the man who started the Punggol village. According to his great-grandson, while Wak Sumang was clearing his garden, a large tree was burnt and its branch, known as punggur in Malay, fell on his hut. He then decided to name the village “Punggur”.

In 1996, together with URA, the former Prime Minister, Mr Goh Chok Tong announced the Punggol 21 plan, with the vision of developing Punggol as ‘A Waterfront Town of the 21st Century’. Subsequently, in 2010, Punggol was selected to be developed as Singapore’s first Eco-Town, with notable sustainable green initiatives such as Punggol Waterway and Treelodge@Punggol aimed at enhancing its living environment and promoting residents involvement in adopting sustainable green initiatives.

Future plans for Punggol as outlined in the Draft Masterplan 2019 includes the construction of the Punggol Digital District(PDD), which would integrate the key growth industries of the digital economy like cybersecurity and digital technology with an inclusive and green lifestyle destination for the surrounding community.

Project Data Source

Name of data Source Link File Type
Master Plan 2008 Land Use https://data.gov.sg https://data.gov.sg/dataset/mp08-land-use SHP
Master Plan 2014 Land Use https://data.gov.sg https://data.gov.sg/dataset/master-plan-2014-land-use SHP
Master Plan 2008 Subzone Boundary (No Sea) https://data.gov.sg https://data.gov.sg/dataset/master-plan-2008-subzone-boundary-no-sea?resource_id=e3c43ad2-10f9-4bdb-a0c8-1f7b8d62c429 SHP
Master Plan 2014 Subzone Boundary (No Sea) https://data.gov.sg https://data.gov.sg/dataset/master-plan-2014-subzone-boundary-no-sea SHP
Train station https://www.mytransport.sg/content/mytransport/home/dataMall.html https://www.mytransport.sg/content/mytransport/home/dataMall/search_datasets.html?searchText=train%20station SHP
LTA DataMall | API User Guide & Documentation (commuter data for train and bus, July till September) https://www.mytransport.sg/content/mytransport/home/dataMall.html https://www.mytransport.sg/content/dam/datamall/datasets/LTA_DataMall_API_User_Guide.pdf PDF,CSV
Development Control Parameters For Non-residential Development Handbook https://www.ura.gov.sg/Corporate https://www.ura.gov.sg/services/download_file.aspx?f=%7B2EFD5356-EFF5-4BE7-8E02-1B739BA543AF%7D PDF
[Singapore Residents by Planning Area Subzone, Age Group, Sex and Type of Dwelling, June 2011 -2019], [Basic demographic characteristics (comparison)],[

Resident Working Persons Aged 15 Years and Over by Planning Area and Industry]

https://www.singstat.gov.sg https://www.singstat.gov.sg/find-data/search-by-theme/population/geographic-distribution/latest-data CSV,XLS
Community clubs https://data.gov.sg https://data.gov.sg/dataset/community-clubs KML
Chas clinics https://data.gov.sg https://data.gov.sg/dataset/chas-clinics KML
MasterPlan 2014 rail stations https://data.gov.sg https://data.gov.sg/dataset/master-plan-2014-rail-station?resource_id=b1f2ed7e-10dd-40b4-aeb4-0148835e75d2 SHP
HDB https://data.gov.sg https://data.gov.sg/dataset/hdb-property-information CSV
Natural https://www.bbbike.org/Singapore/ https://download.bbbike.org/osm/bbbike/Singapore/ SHP
Building https://www.bbbike.org/Singapore/ https://download.bbbike.org/osm/bbbike/Singapore/ SHP
Roads https://www.bbbike.org/Singapore/ https://download.bbbike.org/osm/bbbike/Singapore/ SHP
Libraries https://data.gov.sg https://data.gov.sg/dataset/libraries KML
Aster.GDEM https://earthdata.nasa.gov/ https://search.earthdata.nasa.gov/search?m=-7.175!25.59375!1!1!0!0%2C2 TIF


Project Timeline

Gantz chart G1 T9 Punggol.JPG


Scope of Work

MILESTONES RESPONSIBLE START END DAYS STATUS
Formulation of Project Team ALL 2/9/2019 8/9/2019 6 Complete
Selection of Project area:Punggol ALL 9/9/2019 15/9/2019 6 Complete
Project debrief by Prof Kam ALL 27/9/2019 27/9/2019 0 Complete
Brainstorming project objectives and scope of work

1) Discuss the outline of the project

2) Getting required data for phase 1 from Singstat and Data.gov

3) Brainstorm questions that needs to be followed up

ALL 2/10/2019 9/10/2019 7 Complete
Creation of project wiki page

1) Setting up project wiki page

2) Working on GIS for phase 1

3) Find out the different techniques required for the project

4) Retrieving the API for LTA commuter data

5) Update project progress and consolidate questions for consultation

6) Consultation with prof Kam on the techniques required for phase 1 and how to clean the data for phase 2

7) Debrief after consultation, such as discussing on the approach for phase 2

ALL 9/10/2019 15/10/2019 6 Complete
Update project wiki and interim project discussion with instructor

1) Working on phase 1 of project specifically on checking and resolving of errors

2) Finish getting all the LTA data

3) Finish gathering all the data for phase 2

4) Finish cleaning data for population numbers of young and old

5) Wrapping up on phase 1

6) Start work on actual analysis for phase 2

7) Consultation with Prof Kam

ALL 15/10/2019 22/10/2019 7 Complete
Completion of Phase 1

1) Finalise phase 1

2) Wrapping up on Phase 2

3) Consultation with Prof Kam

ALL 22/10/2019 3/11/2019 12 Complete
Completion of Phase 2

1) Finalise phase 2

2) Creation of project poster

ALL 3/11/2019 11/11/2019 8 Complete
Submission of project poster

1) Editing content of project poster

2) Editing the design and layout of project poster

3) Start on Final project report

ALL 11/11/2019 14/11/2019 3 Complete
Townhall Poster Presentation

1) Preparing webmaps for Townhall Poster Presentation

2) Working on Final project report

ALL 14/11/2019 18/11/2019 4 Complete
Submission of project artifact( Final project report & Geopacakge) & Final update of project wiki

1) Wrapping on Final Project Report

2) Updating of Project wiki page

3) Collating Project artifiacts

ALL 18/11/2019 24/11/2019 6 Complete


Project Reference

A liveable and endearing HOME (n.d.) Retrived from https://www.mewr.gov.sg/docs/default-source/module/ssb-publications-chapter/ebc513c0-833e-41b1-a0eb-3fd6cf0682e4.pdf

Hamnett, S., Yuen, B., & Taylor & Francis. (2019). Planning Singapore: The experimental city, New York : Routledge (Planning, history, and the environment series).

HDB. (2019, September). Punggol. Retrieved from (https://www.hdb.gov.sg/cs/infoweb/about-us/history/hdb-towns-your-home/punggol Land Transport Authority. (2019, February 11). LTA DataMall: API user guide and documentation (Version 4.9). Retrieved from https://www.mytransport.sg/content/dam/datamall/datasets/LTA_DataMall_API_User_Guide.pdf Lee, P. (2016, July 28). Punggol to get temporary library. Retrieved from https://www.straitstimes.com/singapore/punggol-to-get-temporary-library.

Michelle Yun Yee. (2018). Punggol: Waves of Recreation. Retrieved from https://roots.sg/learn/stories/punggol-waves-of-recreation/story.

Punggol. (2017, October 4). Retrieved from https://www.hdb.gov.sg/cs/infoweb/about-us/history/hdb-towns-your-home/punggol#.

Punggol Digital District. (2019, November 20). Retrieved from https://www.ura.gov.sg/Corporate/Planning/Draft-Master-Plan-19/Urban-Transformations/Punggol-Digital-District.

Yan, Wei. (2013, April). How Long and How Far Do Adults Travel and Will Adults Travel for Primary Care?. Retrieved from https://www.ofm.wa.gov/sites/default/files/public/legacy/researchbriefs/2013/brief070.pdf Rashith, R., & Khalik, S. (2018, August 15). MOH to grow aged care services to meet rising demand. Retrieved from https://www.straitstimes.com/singapore/moh-to-grow-aged-care-services-to-meet-rising-demand.

Rayo, Rayo, Morten, Rayo, Francisco, & Radek. (2016, April 16). Group Stats tutorial. Retrieved from https://anitagraser.com/2013/02/02/group-stats-tutorial/.

Rjhale. (2013, December 18). Group Stats for QGIS • North River Geographic Systems Inc. Retrieved from https://www.northrivergeographic.com/archives/group-stats-qgis.

Identifying and resolving errors:

Abdullah, Z. (2017, June 8). Punggol: Singapore's baby town. Retrieved from https://www.straitstimes.com/singapore/singapores-baby-town.

Analytic Hierarchy Process, AHP. (2016). Retrieved from http://www.scbuk.com/ahp.html.

Land Cover Changes on the Coastal Zone of Candarli Bay, Turkey Using Remotely Sensed Data. over-change-matrix-1990-2005-ha_tbl1_23172369/actions#reference.

PSchwarz. (2019, August 13). That Don't Look Right. Retrieved from https://integratedproductivitytools.com/2017/03/that-dont-look-right/.

Web Mapping with QGIS2Web¶. (n.d.). Retrieved from https://www.qgistutorials.com/en/docs/web_mapping_with_qgis2web.html.

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