SlideShare a Scribd company logo
1 of 42
`
Niroshan Sanjaya
Department of Town & Country Planning, University of Moratuwa
Dr Yann Chemin
International Water Management Institute, Pelawatta, Sri Lanka
Mr Amila B Jayasinghe
Department of Town & Country Planning, University of Moratuwa
FOSS4G Sri Lanka 2014
• Importance of human movement on spatial planning
• Existing data collection method
• Background
• Methodology
• Case studies
• Process
• Results
• Outputs
FOSS4G Sri Lanka 2014
• Spatial configuration is considered as an important element that influences people
spatial experiences (Steadman, 1983; Hillier, 1996).
• Spatial layout is an essential element in people's understanding of their spatial
surroundings( Golledge & Stimson, 1997).
• Humans/pedestrians select routes according to their convenience and spatial
cognition (Millonig & Gartner, 2008)
• Plans should be prepared with the understanding of human movement patterns to
provide the comfortability for pedestrians
• To understand the spatial configuration, it is important to understand human
movement on space
• To design pedestrian friendly paths, it is important for planners to understand human
movements
FOSS4G Sri Lanka 2014
Location Time Pattern Direction Duration Frequency
of the
activity
Sequence Volume Rout
choice
Diary     ?  ?  
Questionnaire     ?  ?  
Direct
observation
      ?  
Video     ? 
GPS        
Source- Based on Literature review
FOSS4G Sri Lanka 2014
Source- Based on Literature review
FOSS4G Sri Lanka 2014
Characters which should be included in Data and Data
collection methods
• Able to track actual movement path
• With the time
• with location ( Origin, Destination)
• Accuracy
• Efficiency
• Record the individual’s path
• With minimum number of labors
• Easy to update
Existing Methods
FOSS4G Sri Lanka 2014
GPS
location
Direction
Pattern
Time
Accelerometer
Speed
Pattern
Compass
Direction
Pattern
Camera
Characteristic of the place
Open Source Operating Systems
DevelopVaries applications
Ability to create real time data collection
Personnel DigitalAssistant (PDA)
FOSS4G Sri Lanka 2014
0
50
100
150
2000 2005 2010 2015
%
Year
Celluar Mobile Per
Persons (%)
Source- Central Bank, 2013
0
50
100
150
2000 2005 2010 2015
LKR
Thousands
YEAR
Smartphone Price
0
5
10
15
1940 1960 1980 2000 2020
Attributes
Year
Needs of Data
Call Call, SMS Call, Camera, MP3 player etc.. ..., GPS, Accelerometer, Compass, etc
Traditional
Measurement
Need
New
technology
Diary,
Observation
Individual and
Updated data
GPS
Source- Author constructed Source- Author constructed
FOSS4G Sri Lanka 2014
1G
2G
3G
4G
Analog
Global System Mobile
(GSM)
High Speed Data facility
Voice calling
voice, data (GPRS),
SMS
Broadband data, voice,
streaming video
Show the number
SMS, Internet, FM
radio, etc
High Speed Internet, Video
Camera, MP3player, GPS,
AGPS, different sensors,
Open source OS
( Source – Miyashita, 2012, Sharon, 2012)
FOSS4G Sri Lanka 2014
z
• Mobile Phone location identification systems
• A-GPS
• Need to connect Local Networks
• Standalone GPS
• Based on Satellite
• Triangulation technique
• Get Location Using Local Network
• Accuracy is 1000m
( Source - McNamara,aA 2008)
FOSS4G Sri Lanka 2014
Based on the
needs
Applicability
Efficiency
Reliability
Accuracy
Types of data & Use
FOSS4G Sri Lanka 2014
• Develop a framework for data collection of human movement pattern using
Mobile GIS.
• Identify the usability and applicability and its efficiency, accuracy and reliability
of Mobile GIS as a method of data collection in Sri Lankan context
Can mobile Phone use as a data collection method of human
movement, How
Objectives
FOSS4G Sri Lanka 2014
Identify the attributes which
extracted from each method
Identify the advantages &
disadvantages
Identify the different data
collection methods Selection of a study area
Sample selection
Process data
Output
Validate the output
Research outcome
Identify the issues
regarding data collection
Research Question
Literature Review
FOSS4G Sri Lanka 2014
FOSS4G Sri Lanka 2014
My Tracks
QGIS
FOSS4G Sri Lanka 2014
• In Canbera and Sydney
• Identify the tourist behavior
• Using GPS device
• Collected 76 trails
• Visitor movement based on the city
core or ‘spine’
• Tourists visiting Sydney will walk up
to 35 kilometres a day.
Tourists in the Canberra tracking study
generally utilised the same roads,
streets and patterns of
movement.
Etc..
• Identify young
people movement
• 169 young people
• Total 169 tracks
• Using GPS device
• space syntax
methodology is
capable of
predicting the
actual movement
• Use tablet pc
• 111 trajectories
• Development of
a typology of
pedestrian
spatio-temporal
behaviour
• Use 4 GPS devices
• Millions of population
• Get the position
cordiantes
• Demonstrate the track
pattern of pedestrian
movement at different
locations in the area
FOSS4G Sri Lanka 2014
1. Sumanadasa Building
2. L Block
3. Goda Canteen
4. Wala canteen
5. Library
6. Faculty of information technology
7. QS Building
8. Extension Building
9. Examination Hall
10. Department of Electronic & Telecommunication
11. Department of Transport & Logistic Management
12. Department of Civil Engineering
13. Examination Division
14. CAD laboratory & Drawing Center 
15. Department of Mechanical Engineering
1
2
3
4
5
7
8
9
10
11
12
13
14
15
6
FOSS4G Sri Lanka 2014
• To identify the Smart phone users within the study area
• Conduct a survey
• Online – via google form
• Offline- via class representatives
Result
Department Percentage
Architecture 22 %
Building Economics 32 %
Town and Country Planning 14 %
Integrated Deign 35 %
Department Percentage
Chemical and Process Engineering 55 %
Civil Engineering 66 %
Computer Science and Engineering 80 %
Earth Resources Engineering 58 %
Electrical Engineering 75 %
Electronic and Telecommunication 78 %
Materials Science and Engineering 57 %
Mechanical Engineering 67 %
Textile and Clothing Technology 56 %
Transport and Logistics Management 65 %
IT 55 %
NDT 40 %
FOSS4G Sri Lanka 2014
• Identify the Students distribution within the university
• Select a sample proportion to the distribution
21%
53%
10%
16%
Archi Eng IT NDT
7%
9%
6%
11%
6%
8%4%8%
6%
7%
28%
Chemical CSE EM Civil
Elect E&TC MT Mech
TM TLM 1ST year
24%
43%
17%
16%
Archi QS/FM Design TCP
FOSS4G Sri Lanka 2014
Identify the
devices
Identify the
Proper Tracking
System
OUTPUT
FOSS4G Sri Lanka 2014
Data save as a track
Track can be exported as
KML, GPX, CSV
Collecting tracks
Via
Email, Bluetooth
FOSS4G Sri Lanka 2014
FOSS4G Sri Lanka 2014
• Keyhole Markup Language. It is used to display geographic data in Google Earth
• KML uses a tag-based structure with nested elements and attributes encoded
using eXtensible Markup Language (XML)
• use the gx prefix and namespace Url
• <kml xmlns="http://www.opengis.net/kml/2.2"
• xmlns:gx="http://www.google.com/kml/ext/2.2">
• path is saved as point with coordinate value consisting of three values for
longitude, latitude, and altitude with seperate time stamp
• <gx:coord>79.901308 6.800085 71.58203125</gx:coord>
• <when>2013-11-22T02:25:03.854Z</when>
• It saved as multiple tracks, then it is interpolated
FOSS4G Sri Lanka 2014
• <gx:MultiTrack id="ID">
<!-- specific to MultiTrack -->
<altitudeMode>clampToGround</altitudeMode>
<!-- kml:altitudeModeEnum: clampToGround, relativeToGround, or absolute -->
<!-- or, substitute gx:altitudeMode: clampToSeaFloor, relativeToSeaFloor - ->
<gx:interpolate>0<gx:interpolate> <!-- boolean -->
<gx:Track>...</gx:Track> <!-- one or more gx:Track elements -->
</gx:MultiTrack>
• Convert to ESRI shp file, only create two points without any data
FOSS4G Sri Lanka 2014
• GPX format mean that is the GPS eXchange Format, light-weight XML data
forma
• It Consist with GPS data such as waypoints, routes, and tracks
<trkpt lat="6.796076" lon="79.90141">
<ele>27.7</ele>
<time>2013-11-25T07:14:36.753Z</time>
</trkpt>
• GPX format is increasingly used by GPS programs because of its flexibility as an xml schema
• Easy to convert to other formats without any data loss
FOSS4G Sri Lanka 2014
Data on points Data on Lines
FOSS4G Sri Lanka 2014
Movement Paths
Individual
Movement Path
Locations
Direct
Processed
Line
Point
Rout Choice
Most
integration
path/Locations
Pattern
Geographic
features
Waiting
Locations
INPUTTool/MethodOut PutInformation
FOSS4G Sri Lanka 2014
Source- Author constructed
Layers can be Imported To GIS Software (QGIS)
FOSS4G Sri Lanka 2014
Source- Author constructed
Methodology
5mX5m pixel size
Density =
∑(number of lines)
𝐴𝑟𝑒𝑎 𝑜𝑓 𝑝𝑖𝑥𝑒𝑙
FOSS4G Sri Lanka 2014
Source- Author constructed
Source- Author constructed
Source- Author constructed
FOSS4G Sri Lanka 2014
Source- Author constructed
FOSS4G Sri Lanka 2014
FOSS4G Sri Lanka 2014
Example Point Layers
FOSS4G Sri Lanka 2014
Functionality of Area with time….
Normal Day 8~12 AM 12~1 PM
FOSS4G Sri Lanka 2014
• Counts
• Mind maps
Time
palace
Goda Canteen Wala Canteen L canteen
7.30am 130 140 60
10.40am 36 21 8
12.30pm 180 165 72
3.15pm 28 18 12
7.30pm 96 105 ..
FOSS4G Sri Lanka 2014
Origin
Destination
Origin
Destination
Actual Path
Identified Path
FOSS4G Sri Lanka 2014
Daily activity show only in given Area
FOSS4G Sri Lanka 2014
15 25 50 75
90 100
0
5
10
15
20
25
30
35
0 20 40 60 80 100 120
CoveredLocations
Sample Size 100%
Accuracy Variation
FOSS4G Sri Lanka 2014
Identified data recording
app
Identified data types and
limitations
Identified data conversion
tools and limitations
Identified databases and
usages
Identified analysis
methods and tool and
limitations
Identified different output
and results
Framework for
Data collection
method
FOSS4G Sri Lanka 2014
Mobile GIS Diary Observation Video based Questionnaire
Location     
Direction   
Time     
Rout Choice   
Duration   
Geographic
character

Sequence  
Ability and Advantages
FOSS4G Sri Lanka 2014
Mobile GIS Diary Observation Video Questioner
Limited to observer
area
 
Depend on person   
Need labors  
Give separate
equipment/ use
material
   
Allocate separate time   
Fake data can be
provided
  
Disadvantages
It has more data, therefore people can be confused with them
FOSS4G Sri Lanka 2014
Thank you

More Related Content

What's hot

ppt spatial data
ppt spatial datappt spatial data
ppt spatial dataRahul Kumar
 
Applications of gis in planning
Applications of gis in planningApplications of gis in planning
Applications of gis in planningKU Leuven
 
GIS in land suitability mapping
GIS in land suitability mappingGIS in land suitability mapping
GIS in land suitability mappingGlory Enaruvbe
 
GIS Based Project Planning and Management
GIS Based Project Planning and ManagementGIS Based Project Planning and Management
GIS Based Project Planning and ManagementSaurabhChobe
 
Urban land use patterns &amp; land forms
Urban land use patterns &amp; land formsUrban land use patterns &amp; land forms
Urban land use patterns &amp; land formsSiva Raman
 
Why Does GIS Matter
Why Does GIS MatterWhy Does GIS Matter
Why Does GIS MatterSong Gao
 
Planning and Implementation of Regularized Informal Settlements (Mkurabita), ...
Planning and Implementation of Regularized Informal Settlements (Mkurabita), ...Planning and Implementation of Regularized Informal Settlements (Mkurabita), ...
Planning and Implementation of Regularized Informal Settlements (Mkurabita), ...UNDP India
 
Land use planning: Panacea a Sustainable Lagos Megacity
Land use planning: Panacea a Sustainable Lagos MegacityLand use planning: Panacea a Sustainable Lagos Megacity
Land use planning: Panacea a Sustainable Lagos MegacitySamuel Dekolo
 
Groundhogs in the Source Code
Groundhogs in the Source CodeGroundhogs in the Source Code
Groundhogs in the Source CodeAndrea Resmini
 
What is Google Earth Engine_.pptx
What is Google Earth Engine_.pptxWhat is Google Earth Engine_.pptx
What is Google Earth Engine_.pptxGorgorGIS
 
Land use change and environmental sustainability
Land use change and environmental sustainability Land use change and environmental sustainability
Land use change and environmental sustainability Samuel Dekolo
 
Structure of geographic data
Structure of geographic dataStructure of geographic data
Structure of geographic dataMd. Yousuf Gazi
 
GEOG101 Chapt01 lecture
GEOG101 Chapt01 lectureGEOG101 Chapt01 lecture
GEOG101 Chapt01 lectureRichard Smith
 
THE NATURE AND SOURCE OF GEOGRAPHIC DATA
THE NATURE AND SOURCE OF GEOGRAPHIC DATATHE NATURE AND SOURCE OF GEOGRAPHIC DATA
THE NATURE AND SOURCE OF GEOGRAPHIC DATANadia Aziz
 
Definition,meaning, scope,approach, and aim of urban-geography
Definition,meaning, scope,approach, and aim of urban-geographyDefinition,meaning, scope,approach, and aim of urban-geography
Definition,meaning, scope,approach, and aim of urban-geographyKamrul Islam Karim
 
Central place theory
Central place theoryCentral place theory
Central place theoryNjorBenedict1
 
नगरीय भूगोल : अर्थ, प्रकृति और संकल्पना
नगरीय भूगोल : अर्थ, प्रकृति और संकल्पना नगरीय भूगोल : अर्थ, प्रकृति और संकल्पना
नगरीय भूगोल : अर्थ, प्रकृति और संकल्पना DrMeenakshiPrasad
 
Introducing Open Foris tools
Introducing Open Foris toolsIntroducing Open Foris tools
Introducing Open Foris toolsFAO
 

What's hot (20)

ppt spatial data
ppt spatial datappt spatial data
ppt spatial data
 
Applications of gis in planning
Applications of gis in planningApplications of gis in planning
Applications of gis in planning
 
GIS in land suitability mapping
GIS in land suitability mappingGIS in land suitability mapping
GIS in land suitability mapping
 
GIS Based Project Planning and Management
GIS Based Project Planning and ManagementGIS Based Project Planning and Management
GIS Based Project Planning and Management
 
Urban land use patterns &amp; land forms
Urban land use patterns &amp; land formsUrban land use patterns &amp; land forms
Urban land use patterns &amp; land forms
 
Why Does GIS Matter
Why Does GIS MatterWhy Does GIS Matter
Why Does GIS Matter
 
Planning and Implementation of Regularized Informal Settlements (Mkurabita), ...
Planning and Implementation of Regularized Informal Settlements (Mkurabita), ...Planning and Implementation of Regularized Informal Settlements (Mkurabita), ...
Planning and Implementation of Regularized Informal Settlements (Mkurabita), ...
 
Land use planning: Panacea a Sustainable Lagos Megacity
Land use planning: Panacea a Sustainable Lagos MegacityLand use planning: Panacea a Sustainable Lagos Megacity
Land use planning: Panacea a Sustainable Lagos Megacity
 
Groundhogs in the Source Code
Groundhogs in the Source CodeGroundhogs in the Source Code
Groundhogs in the Source Code
 
What is Google Earth Engine_.pptx
What is Google Earth Engine_.pptxWhat is Google Earth Engine_.pptx
What is Google Earth Engine_.pptx
 
Land use change and environmental sustainability
Land use change and environmental sustainability Land use change and environmental sustainability
Land use change and environmental sustainability
 
Structure of geographic data
Structure of geographic dataStructure of geographic data
Structure of geographic data
 
GEOG101 Chapt01 lecture
GEOG101 Chapt01 lectureGEOG101 Chapt01 lecture
GEOG101 Chapt01 lecture
 
THE NATURE AND SOURCE OF GEOGRAPHIC DATA
THE NATURE AND SOURCE OF GEOGRAPHIC DATATHE NATURE AND SOURCE OF GEOGRAPHIC DATA
THE NATURE AND SOURCE OF GEOGRAPHIC DATA
 
Definition,meaning, scope,approach, and aim of urban-geography
Definition,meaning, scope,approach, and aim of urban-geographyDefinition,meaning, scope,approach, and aim of urban-geography
Definition,meaning, scope,approach, and aim of urban-geography
 
Theoretical extension of the Christaller model by August Losch
Theoretical extension of the Christaller model by August Losch Theoretical extension of the Christaller model by August Losch
Theoretical extension of the Christaller model by August Losch
 
Central place theory
Central place theoryCentral place theory
Central place theory
 
नगरीय भूगोल : अर्थ, प्रकृति और संकल्पना
नगरीय भूगोल : अर्थ, प्रकृति और संकल्पना नगरीय भूगोल : अर्थ, प्रकृति और संकल्पना
नगरीय भूगोल : अर्थ, प्रकृति और संकल्पना
 
Introduction to GIS
Introduction to GISIntroduction to GIS
Introduction to GIS
 
Introducing Open Foris tools
Introducing Open Foris toolsIntroducing Open Foris tools
Introducing Open Foris tools
 

Viewers also liked

GIS Technology & Mobile Applications - MTASC 2011 Conference
GIS Technology & Mobile Applications - MTASC 2011 ConferenceGIS Technology & Mobile Applications - MTASC 2011 Conference
GIS Technology & Mobile Applications - MTASC 2011 ConferenceJim Tochterman
 
A comparison of gis mobile applications
A comparison of gis mobile applicationsA comparison of gis mobile applications
A comparison of gis mobile applicationsjacarma
 
Wellbeing Toronto (Matthew McFarland)
Wellbeing Toronto (Matthew McFarland)Wellbeing Toronto (Matthew McFarland)
Wellbeing Toronto (Matthew McFarland)geeknixta
 
Spatial Data Collection on Mobile Devices (Holly Orr)
Spatial Data Collection on Mobile Devices (Holly Orr)Spatial Data Collection on Mobile Devices (Holly Orr)
Spatial Data Collection on Mobile Devices (Holly Orr)geeknixta
 
Improving Property Valuation Through Geospatial Analysis of Comparison Neighb...
Improving Property Valuation Through Geospatial Analysis of Comparison Neighb...Improving Property Valuation Through Geospatial Analysis of Comparison Neighb...
Improving Property Valuation Through Geospatial Analysis of Comparison Neighb...Benjamin Hughes
 
Mobile GIS in the Browser (by Adam Conner)
Mobile GIS in the Browser (by Adam Conner)Mobile GIS in the Browser (by Adam Conner)
Mobile GIS in the Browser (by Adam Conner)geeknixta
 
1b mugg mass valuation-processes-v2
1b mugg mass valuation-processes-v21b mugg mass valuation-processes-v2
1b mugg mass valuation-processes-v2Gerhard Muggenhuber
 
Mass Appraisal Guidebook
Mass Appraisal GuidebookMass Appraisal Guidebook
Mass Appraisal GuidebookGus Agosto
 
Comparison of Mobile GIS applications
Comparison of Mobile GIS applicationsComparison of Mobile GIS applications
Comparison of Mobile GIS applicationsMiguel Montesinos
 
Successful Cost Sharing of Aerial Imagery through Other Government Agencies
Successful Cost Sharing of Aerial Imagery through Other Government AgenciesSuccessful Cost Sharing of Aerial Imagery through Other Government Agencies
Successful Cost Sharing of Aerial Imagery through Other Government AgenciesRobert Carroll
 
StartPad Countdown 5 - Google Geo: Mobile Mapping
StartPad Countdown 5 - Google Geo: Mobile MappingStartPad Countdown 5 - Google Geo: Mobile Mapping
StartPad Countdown 5 - Google Geo: Mobile MappingStart Pad
 
Building responsive web mobile mapping applications
Building responsive web mobile mapping applicationsBuilding responsive web mobile mapping applications
Building responsive web mobile mapping applicationsAllan Laframboise
 
Field Data Collecting, Processing and Sharing: Using web Service Technologies
Field Data Collecting, Processing and Sharing: Using web Service TechnologiesField Data Collecting, Processing and Sharing: Using web Service Technologies
Field Data Collecting, Processing and Sharing: Using web Service TechnologiesNiroshan Sanjaya
 
Introduction to GIS
Introduction to GISIntroduction to GIS
Introduction to GISJoey Li
 
GIS presentation
GIS presentationGIS presentation
GIS presentationarniontech
 

Viewers also liked (19)

GIS Technology & Mobile Applications - MTASC 2011 Conference
GIS Technology & Mobile Applications - MTASC 2011 ConferenceGIS Technology & Mobile Applications - MTASC 2011 Conference
GIS Technology & Mobile Applications - MTASC 2011 Conference
 
A comparison of gis mobile applications
A comparison of gis mobile applicationsA comparison of gis mobile applications
A comparison of gis mobile applications
 
Wellbeing Toronto (Matthew McFarland)
Wellbeing Toronto (Matthew McFarland)Wellbeing Toronto (Matthew McFarland)
Wellbeing Toronto (Matthew McFarland)
 
Spatial Data Collection on Mobile Devices (Holly Orr)
Spatial Data Collection on Mobile Devices (Holly Orr)Spatial Data Collection on Mobile Devices (Holly Orr)
Spatial Data Collection on Mobile Devices (Holly Orr)
 
Improving Property Valuation Through Geospatial Analysis of Comparison Neighb...
Improving Property Valuation Through Geospatial Analysis of Comparison Neighb...Improving Property Valuation Through Geospatial Analysis of Comparison Neighb...
Improving Property Valuation Through Geospatial Analysis of Comparison Neighb...
 
Mobile GIS in the Browser (by Adam Conner)
Mobile GIS in the Browser (by Adam Conner)Mobile GIS in the Browser (by Adam Conner)
Mobile GIS in the Browser (by Adam Conner)
 
1b mugg mass valuation-processes-v2
1b mugg mass valuation-processes-v21b mugg mass valuation-processes-v2
1b mugg mass valuation-processes-v2
 
Mass Appraisal Guidebook
Mass Appraisal GuidebookMass Appraisal Guidebook
Mass Appraisal Guidebook
 
Mobile mapping
Mobile mappingMobile mapping
Mobile mapping
 
Comparison of Mobile GIS applications
Comparison of Mobile GIS applicationsComparison of Mobile GIS applications
Comparison of Mobile GIS applications
 
Successful Cost Sharing of Aerial Imagery through Other Government Agencies
Successful Cost Sharing of Aerial Imagery through Other Government AgenciesSuccessful Cost Sharing of Aerial Imagery through Other Government Agencies
Successful Cost Sharing of Aerial Imagery through Other Government Agencies
 
StartPad Countdown 5 - Google Geo: Mobile Mapping
StartPad Countdown 5 - Google Geo: Mobile MappingStartPad Countdown 5 - Google Geo: Mobile Mapping
StartPad Countdown 5 - Google Geo: Mobile Mapping
 
Building responsive web mobile mapping applications
Building responsive web mobile mapping applicationsBuilding responsive web mobile mapping applications
Building responsive web mobile mapping applications
 
Field Data Collecting, Processing and Sharing: Using web Service Technologies
Field Data Collecting, Processing and Sharing: Using web Service TechnologiesField Data Collecting, Processing and Sharing: Using web Service Technologies
Field Data Collecting, Processing and Sharing: Using web Service Technologies
 
Mobile gis
Mobile gisMobile gis
Mobile gis
 
IP Valuation
IP ValuationIP Valuation
IP Valuation
 
Introduction to GIS
Introduction to GISIntroduction to GIS
Introduction to GIS
 
GIS presentation
GIS presentationGIS presentation
GIS presentation
 
Mobile mapping system
Mobile mapping systemMobile mapping system
Mobile mapping system
 

Similar to Mobile gis

Introduction to an ICT based cross curricular resource for PGDE Geography
Introduction to an ICT based cross curricular resource for PGDE GeographyIntroduction to an ICT based cross curricular resource for PGDE Geography
Introduction to an ICT based cross curricular resource for PGDE GeographyEDINA
 
Introduction to an ICT based cross curricular resource for PGDE Geography
Introduction to an ICT based cross curricular resource for PGDE GeographyIntroduction to an ICT based cross curricular resource for PGDE Geography
Introduction to an ICT based cross curricular resource for PGDE Geographyedibevan
 
Kano vaccine direct delivery
Kano vaccine direct deliveryKano vaccine direct delivery
Kano vaccine direct deliveryKazeem Owolabi
 
CAA 2014: Geosemantic Tools for Archaeological Research
CAA 2014: Geosemantic Tools for Archaeological ResearchCAA 2014: Geosemantic Tools for Archaeological Research
CAA 2014: Geosemantic Tools for Archaeological ResearchPaul Cripps
 
Location Based Services update for Small Cell Forum
Location Based Services update for Small Cell ForumLocation Based Services update for Small Cell Forum
Location Based Services update for Small Cell ForumGeorge Percivall
 
Digimap for Schools - an excellent digital resource for Social Studies and mu...
Digimap for Schools - an excellent digital resource for Social Studies and mu...Digimap for Schools - an excellent digital resource for Social Studies and mu...
Digimap for Schools - an excellent digital resource for Social Studies and mu...edibevan
 
Short-Stay Car Parking Choice Behaviour QC (2)
Short-Stay Car Parking Choice Behaviour QC (2)Short-Stay Car Parking Choice Behaviour QC (2)
Short-Stay Car Parking Choice Behaviour QC (2)Chao Qi
 
Geospatial analytics data science sg meetup
Geospatial analytics   data science sg meetupGeospatial analytics   data science sg meetup
Geospatial analytics data science sg meetupNUS-ISS
 
Singapore 3D Map for a Smart Nation
Singapore 3D Map for a Smart NationSingapore 3D Map for a Smart Nation
Singapore 3D Map for a Smart NationMonica Moran
 
Network analysis for shortest optimum path
Network analysis for shortest optimum pathNetwork analysis for shortest optimum path
Network analysis for shortest optimum pathSourabh Jain
 
Business Intelligence for RFID-tracked Indoor Moving Objects af Hua Lu, AAU
Business Intelligence for RFID-tracked Indoor Moving Objects af Hua Lu, AAUBusiness Intelligence for RFID-tracked Indoor Moving Objects af Hua Lu, AAU
Business Intelligence for RFID-tracked Indoor Moving Objects af Hua Lu, AAUInfinIT - Innovationsnetværket for it
 
EDINA Geoservices: Geological Society Higher Education Network 2015
EDINA Geoservices: Geological Society Higher Education Network 2015EDINA Geoservices: Geological Society Higher Education Network 2015
EDINA Geoservices: Geological Society Higher Education Network 2015Tom Armitage
 
Internet Measurements Infrastructure at KENET
Internet Measurements Infrastructure at KENETInternet Measurements Infrastructure at KENET
Internet Measurements Infrastructure at KENETInternet Society
 
eduroam on the buses
eduroam on the buseseduroam on the buses
eduroam on the busesJisc
 

Similar to Mobile gis (20)

Introduction to an ICT based cross curricular resource for PGDE Geography
Introduction to an ICT based cross curricular resource for PGDE GeographyIntroduction to an ICT based cross curricular resource for PGDE Geography
Introduction to an ICT based cross curricular resource for PGDE Geography
 
Uniof glasgow jan2017_secondary
Uniof glasgow jan2017_secondaryUniof glasgow jan2017_secondary
Uniof glasgow jan2017_secondary
 
Introduction to an ICT based cross curricular resource for PGDE Geography
Introduction to an ICT based cross curricular resource for PGDE GeographyIntroduction to an ICT based cross curricular resource for PGDE Geography
Introduction to an ICT based cross curricular resource for PGDE Geography
 
Kano vaccine direct delivery
Kano vaccine direct deliveryKano vaccine direct delivery
Kano vaccine direct delivery
 
CAA 2014: Geosemantic Tools for Archaeological Research
CAA 2014: Geosemantic Tools for Archaeological ResearchCAA 2014: Geosemantic Tools for Archaeological Research
CAA 2014: Geosemantic Tools for Archaeological Research
 
Location Based Services update for Small Cell Forum
Location Based Services update for Small Cell ForumLocation Based Services update for Small Cell Forum
Location Based Services update for Small Cell Forum
 
Digimap for Schools - an excellent digital resource for Social Studies and mu...
Digimap for Schools - an excellent digital resource for Social Studies and mu...Digimap for Schools - an excellent digital resource for Social Studies and mu...
Digimap for Schools - an excellent digital resource for Social Studies and mu...
 
Uniof stirlingmarch2017secondary
Uniof stirlingmarch2017secondaryUniof stirlingmarch2017secondary
Uniof stirlingmarch2017secondary
 
Short-Stay Car Parking Choice Behaviour QC (2)
Short-Stay Car Parking Choice Behaviour QC (2)Short-Stay Car Parking Choice Behaviour QC (2)
Short-Stay Car Parking Choice Behaviour QC (2)
 
Digimap for Schools for Secondary School
Digimap for Schools for Secondary SchoolDigimap for Schools for Secondary School
Digimap for Schools for Secondary School
 
Geospatial analytics data science sg meetup
Geospatial analytics   data science sg meetupGeospatial analytics   data science sg meetup
Geospatial analytics data science sg meetup
 
cv_update_latest
cv_update_latestcv_update_latest
cv_update_latest
 
Singapore 3D Map for a Smart Nation
Singapore 3D Map for a Smart NationSingapore 3D Map for a Smart Nation
Singapore 3D Map for a Smart Nation
 
Resume
ResumeResume
Resume
 
Network analysis for shortest optimum path
Network analysis for shortest optimum pathNetwork analysis for shortest optimum path
Network analysis for shortest optimum path
 
Business Intelligence for RFID-tracked Indoor Moving Objects af Hua Lu, AAU
Business Intelligence for RFID-tracked Indoor Moving Objects af Hua Lu, AAUBusiness Intelligence for RFID-tracked Indoor Moving Objects af Hua Lu, AAU
Business Intelligence for RFID-tracked Indoor Moving Objects af Hua Lu, AAU
 
EDINA Geoservices: Geological Society Higher Education Network 2015
EDINA Geoservices: Geological Society Higher Education Network 2015EDINA Geoservices: Geological Society Higher Education Network 2015
EDINA Geoservices: Geological Society Higher Education Network 2015
 
Internet Measurements Infrastructure at KENET
Internet Measurements Infrastructure at KENETInternet Measurements Infrastructure at KENET
Internet Measurements Infrastructure at KENET
 
eduroam on the buses
eduroam on the buseseduroam on the buses
eduroam on the buses
 
Final Presentation
Final PresentationFinal Presentation
Final Presentation
 

Recently uploaded

"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks..."LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...Fwdays
 
Connect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck PresentationConnect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck PresentationSlibray Presentation
 
Powerpoint exploring the locations used in television show Time Clash
Powerpoint exploring the locations used in television show Time ClashPowerpoint exploring the locations used in television show Time Clash
Powerpoint exploring the locations used in television show Time Clashcharlottematthew16
 
Unleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding ClubUnleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding ClubKalema Edgar
 
Developer Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQLDeveloper Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQLScyllaDB
 
"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii Soldatenko"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii SoldatenkoFwdays
 
Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024Enterprise Knowledge
 
Story boards and shot lists for my a level piece
Story boards and shot lists for my a level pieceStory boards and shot lists for my a level piece
Story boards and shot lists for my a level piececharlottematthew16
 
How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.Curtis Poe
 
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek SchlawackFwdays
 
Take control of your SAP testing with UiPath Test Suite
Take control of your SAP testing with UiPath Test SuiteTake control of your SAP testing with UiPath Test Suite
Take control of your SAP testing with UiPath Test SuiteDianaGray10
 
From Family Reminiscence to Scholarly Archive .
From Family Reminiscence to Scholarly Archive .From Family Reminiscence to Scholarly Archive .
From Family Reminiscence to Scholarly Archive .Alan Dix
 
Commit 2024 - Secret Management made easy
Commit 2024 - Secret Management made easyCommit 2024 - Secret Management made easy
Commit 2024 - Secret Management made easyAlfredo García Lavilla
 
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024BookNet Canada
 
Search Engine Optimization SEO PDF for 2024.pdf
Search Engine Optimization SEO PDF for 2024.pdfSearch Engine Optimization SEO PDF for 2024.pdf
Search Engine Optimization SEO PDF for 2024.pdfRankYa
 
TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024Lonnie McRorey
 
The Ultimate Guide to Choosing WordPress Pros and Cons
The Ultimate Guide to Choosing WordPress Pros and ConsThe Ultimate Guide to Choosing WordPress Pros and Cons
The Ultimate Guide to Choosing WordPress Pros and ConsPixlogix Infotech
 
Unraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdfUnraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdfAlex Barbosa Coqueiro
 
DevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache MavenDevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache MavenHervé Boutemy
 
CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):comworks
 

Recently uploaded (20)

"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks..."LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
 
Connect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck PresentationConnect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck Presentation
 
Powerpoint exploring the locations used in television show Time Clash
Powerpoint exploring the locations used in television show Time ClashPowerpoint exploring the locations used in television show Time Clash
Powerpoint exploring the locations used in television show Time Clash
 
Unleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding ClubUnleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding Club
 
Developer Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQLDeveloper Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQL
 
"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii Soldatenko"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii Soldatenko
 
Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024
 
Story boards and shot lists for my a level piece
Story boards and shot lists for my a level pieceStory boards and shot lists for my a level piece
Story boards and shot lists for my a level piece
 
How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.
 
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
 
Take control of your SAP testing with UiPath Test Suite
Take control of your SAP testing with UiPath Test SuiteTake control of your SAP testing with UiPath Test Suite
Take control of your SAP testing with UiPath Test Suite
 
From Family Reminiscence to Scholarly Archive .
From Family Reminiscence to Scholarly Archive .From Family Reminiscence to Scholarly Archive .
From Family Reminiscence to Scholarly Archive .
 
Commit 2024 - Secret Management made easy
Commit 2024 - Secret Management made easyCommit 2024 - Secret Management made easy
Commit 2024 - Secret Management made easy
 
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
 
Search Engine Optimization SEO PDF for 2024.pdf
Search Engine Optimization SEO PDF for 2024.pdfSearch Engine Optimization SEO PDF for 2024.pdf
Search Engine Optimization SEO PDF for 2024.pdf
 
TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024
 
The Ultimate Guide to Choosing WordPress Pros and Cons
The Ultimate Guide to Choosing WordPress Pros and ConsThe Ultimate Guide to Choosing WordPress Pros and Cons
The Ultimate Guide to Choosing WordPress Pros and Cons
 
Unraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdfUnraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdf
 
DevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache MavenDevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache Maven
 
CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):
 

Mobile gis

  • 1. ` Niroshan Sanjaya Department of Town & Country Planning, University of Moratuwa Dr Yann Chemin International Water Management Institute, Pelawatta, Sri Lanka Mr Amila B Jayasinghe Department of Town & Country Planning, University of Moratuwa
  • 2. FOSS4G Sri Lanka 2014 • Importance of human movement on spatial planning • Existing data collection method • Background • Methodology • Case studies • Process • Results • Outputs
  • 3. FOSS4G Sri Lanka 2014 • Spatial configuration is considered as an important element that influences people spatial experiences (Steadman, 1983; Hillier, 1996). • Spatial layout is an essential element in people's understanding of their spatial surroundings( Golledge & Stimson, 1997). • Humans/pedestrians select routes according to their convenience and spatial cognition (Millonig & Gartner, 2008) • Plans should be prepared with the understanding of human movement patterns to provide the comfortability for pedestrians • To understand the spatial configuration, it is important to understand human movement on space • To design pedestrian friendly paths, it is important for planners to understand human movements
  • 4. FOSS4G Sri Lanka 2014 Location Time Pattern Direction Duration Frequency of the activity Sequence Volume Rout choice Diary     ?  ?   Questionnaire     ?  ?   Direct observation       ?   Video     ?  GPS         Source- Based on Literature review
  • 5. FOSS4G Sri Lanka 2014 Source- Based on Literature review
  • 6. FOSS4G Sri Lanka 2014 Characters which should be included in Data and Data collection methods • Able to track actual movement path • With the time • with location ( Origin, Destination) • Accuracy • Efficiency • Record the individual’s path • With minimum number of labors • Easy to update Existing Methods
  • 7. FOSS4G Sri Lanka 2014 GPS location Direction Pattern Time Accelerometer Speed Pattern Compass Direction Pattern Camera Characteristic of the place Open Source Operating Systems DevelopVaries applications Ability to create real time data collection Personnel DigitalAssistant (PDA)
  • 8. FOSS4G Sri Lanka 2014 0 50 100 150 2000 2005 2010 2015 % Year Celluar Mobile Per Persons (%) Source- Central Bank, 2013 0 50 100 150 2000 2005 2010 2015 LKR Thousands YEAR Smartphone Price 0 5 10 15 1940 1960 1980 2000 2020 Attributes Year Needs of Data Call Call, SMS Call, Camera, MP3 player etc.. ..., GPS, Accelerometer, Compass, etc Traditional Measurement Need New technology Diary, Observation Individual and Updated data GPS Source- Author constructed Source- Author constructed
  • 9. FOSS4G Sri Lanka 2014 1G 2G 3G 4G Analog Global System Mobile (GSM) High Speed Data facility Voice calling voice, data (GPRS), SMS Broadband data, voice, streaming video Show the number SMS, Internet, FM radio, etc High Speed Internet, Video Camera, MP3player, GPS, AGPS, different sensors, Open source OS ( Source – Miyashita, 2012, Sharon, 2012)
  • 10. FOSS4G Sri Lanka 2014 z • Mobile Phone location identification systems • A-GPS • Need to connect Local Networks • Standalone GPS • Based on Satellite • Triangulation technique • Get Location Using Local Network • Accuracy is 1000m ( Source - McNamara,aA 2008)
  • 11. FOSS4G Sri Lanka 2014 Based on the needs Applicability Efficiency Reliability Accuracy Types of data & Use
  • 12. FOSS4G Sri Lanka 2014 • Develop a framework for data collection of human movement pattern using Mobile GIS. • Identify the usability and applicability and its efficiency, accuracy and reliability of Mobile GIS as a method of data collection in Sri Lankan context Can mobile Phone use as a data collection method of human movement, How Objectives
  • 13. FOSS4G Sri Lanka 2014 Identify the attributes which extracted from each method Identify the advantages & disadvantages Identify the different data collection methods Selection of a study area Sample selection Process data Output Validate the output Research outcome Identify the issues regarding data collection Research Question Literature Review
  • 15. FOSS4G Sri Lanka 2014 My Tracks QGIS
  • 16. FOSS4G Sri Lanka 2014 • In Canbera and Sydney • Identify the tourist behavior • Using GPS device • Collected 76 trails • Visitor movement based on the city core or ‘spine’ • Tourists visiting Sydney will walk up to 35 kilometres a day. Tourists in the Canberra tracking study generally utilised the same roads, streets and patterns of movement. Etc.. • Identify young people movement • 169 young people • Total 169 tracks • Using GPS device • space syntax methodology is capable of predicting the actual movement • Use tablet pc • 111 trajectories • Development of a typology of pedestrian spatio-temporal behaviour • Use 4 GPS devices • Millions of population • Get the position cordiantes • Demonstrate the track pattern of pedestrian movement at different locations in the area
  • 17. FOSS4G Sri Lanka 2014 1. Sumanadasa Building 2. L Block 3. Goda Canteen 4. Wala canteen 5. Library 6. Faculty of information technology 7. QS Building 8. Extension Building 9. Examination Hall 10. Department of Electronic & Telecommunication 11. Department of Transport & Logistic Management 12. Department of Civil Engineering 13. Examination Division 14. CAD laboratory & Drawing Center 15. Department of Mechanical Engineering 1 2 3 4 5 7 8 9 10 11 12 13 14 15 6
  • 18. FOSS4G Sri Lanka 2014 • To identify the Smart phone users within the study area • Conduct a survey • Online – via google form • Offline- via class representatives Result Department Percentage Architecture 22 % Building Economics 32 % Town and Country Planning 14 % Integrated Deign 35 % Department Percentage Chemical and Process Engineering 55 % Civil Engineering 66 % Computer Science and Engineering 80 % Earth Resources Engineering 58 % Electrical Engineering 75 % Electronic and Telecommunication 78 % Materials Science and Engineering 57 % Mechanical Engineering 67 % Textile and Clothing Technology 56 % Transport and Logistics Management 65 % IT 55 % NDT 40 %
  • 19. FOSS4G Sri Lanka 2014 • Identify the Students distribution within the university • Select a sample proportion to the distribution 21% 53% 10% 16% Archi Eng IT NDT 7% 9% 6% 11% 6% 8%4%8% 6% 7% 28% Chemical CSE EM Civil Elect E&TC MT Mech TM TLM 1ST year 24% 43% 17% 16% Archi QS/FM Design TCP
  • 20. FOSS4G Sri Lanka 2014 Identify the devices Identify the Proper Tracking System OUTPUT
  • 21. FOSS4G Sri Lanka 2014 Data save as a track Track can be exported as KML, GPX, CSV Collecting tracks Via Email, Bluetooth
  • 23. FOSS4G Sri Lanka 2014 • Keyhole Markup Language. It is used to display geographic data in Google Earth • KML uses a tag-based structure with nested elements and attributes encoded using eXtensible Markup Language (XML) • use the gx prefix and namespace Url • <kml xmlns="http://www.opengis.net/kml/2.2" • xmlns:gx="http://www.google.com/kml/ext/2.2"> • path is saved as point with coordinate value consisting of three values for longitude, latitude, and altitude with seperate time stamp • <gx:coord>79.901308 6.800085 71.58203125</gx:coord> • <when>2013-11-22T02:25:03.854Z</when> • It saved as multiple tracks, then it is interpolated
  • 24. FOSS4G Sri Lanka 2014 • <gx:MultiTrack id="ID"> <!-- specific to MultiTrack --> <altitudeMode>clampToGround</altitudeMode> <!-- kml:altitudeModeEnum: clampToGround, relativeToGround, or absolute --> <!-- or, substitute gx:altitudeMode: clampToSeaFloor, relativeToSeaFloor - -> <gx:interpolate>0<gx:interpolate> <!-- boolean --> <gx:Track>...</gx:Track> <!-- one or more gx:Track elements --> </gx:MultiTrack> • Convert to ESRI shp file, only create two points without any data
  • 25. FOSS4G Sri Lanka 2014 • GPX format mean that is the GPS eXchange Format, light-weight XML data forma • It Consist with GPS data such as waypoints, routes, and tracks <trkpt lat="6.796076" lon="79.90141"> <ele>27.7</ele> <time>2013-11-25T07:14:36.753Z</time> </trkpt> • GPX format is increasingly used by GPS programs because of its flexibility as an xml schema • Easy to convert to other formats without any data loss
  • 26. FOSS4G Sri Lanka 2014 Data on points Data on Lines
  • 27. FOSS4G Sri Lanka 2014 Movement Paths Individual Movement Path Locations Direct Processed Line Point Rout Choice Most integration path/Locations Pattern Geographic features Waiting Locations INPUTTool/MethodOut PutInformation
  • 28. FOSS4G Sri Lanka 2014 Source- Author constructed Layers can be Imported To GIS Software (QGIS)
  • 29. FOSS4G Sri Lanka 2014 Source- Author constructed Methodology 5mX5m pixel size Density = ∑(number of lines) 𝐴𝑟𝑒𝑎 𝑜𝑓 𝑝𝑖𝑥𝑒𝑙
  • 30. FOSS4G Sri Lanka 2014 Source- Author constructed Source- Author constructed Source- Author constructed
  • 31. FOSS4G Sri Lanka 2014 Source- Author constructed
  • 33. FOSS4G Sri Lanka 2014 Example Point Layers
  • 34. FOSS4G Sri Lanka 2014 Functionality of Area with time…. Normal Day 8~12 AM 12~1 PM
  • 35. FOSS4G Sri Lanka 2014 • Counts • Mind maps Time palace Goda Canteen Wala Canteen L canteen 7.30am 130 140 60 10.40am 36 21 8 12.30pm 180 165 72 3.15pm 28 18 12 7.30pm 96 105 ..
  • 36. FOSS4G Sri Lanka 2014 Origin Destination Origin Destination Actual Path Identified Path
  • 37. FOSS4G Sri Lanka 2014 Daily activity show only in given Area
  • 38. FOSS4G Sri Lanka 2014 15 25 50 75 90 100 0 5 10 15 20 25 30 35 0 20 40 60 80 100 120 CoveredLocations Sample Size 100% Accuracy Variation
  • 39. FOSS4G Sri Lanka 2014 Identified data recording app Identified data types and limitations Identified data conversion tools and limitations Identified databases and usages Identified analysis methods and tool and limitations Identified different output and results Framework for Data collection method
  • 40. FOSS4G Sri Lanka 2014 Mobile GIS Diary Observation Video based Questionnaire Location      Direction    Time      Rout Choice    Duration    Geographic character  Sequence   Ability and Advantages
  • 41. FOSS4G Sri Lanka 2014 Mobile GIS Diary Observation Video Questioner Limited to observer area   Depend on person    Need labors   Give separate equipment/ use material     Allocate separate time    Fake data can be provided    Disadvantages It has more data, therefore people can be confused with them
  • 42. FOSS4G Sri Lanka 2014 Thank you