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What is Geospatial Data? 
Everything Happens Somewhere 
http://geography.oii.ox.ac.uk/?page=geographic-knowledge-freebase
Everything Happens Somewhere 
As a result, practically all data 
has a spatial attribute (US 
Office of Management and 
Budget, 2002) 
- Explicit (coordinates, 
addresses) 
- Implicit (landmarks, directions) 
- Inferred (creators, 
researchers, referees) 
http://geography.oii.ox.ac.uk/?page=mapping-edits-to-wikipedia-from-africa
Inferred Spatial Context 
Even if the subject at hand is not 
directly spatial, odds are 
good that it has spatial context 
- Where is this subject being 
created/studied? 
- Any important places with 
references to this subject? 
- Any important researchers/centres 
of excellence? 
- Who is looking for information on 
this subject? http://geography.oii.ox.ac.uk/?page=the-location-of-academic- 
knowledge
Sourcing Spatial Data 
Existing spatial data sets can be found locally (in libraries and 
data repositories) or via the Web 
Ready to Use: 
• Satellite imagery 
• Climatic Data 
• Census Data 
• Elevation models 
Reference: 
• Topographic Map 
Series 
• Gazetteers 
• Google Earth 
Local names for “cheap” beer sourced 
via Twitter 
http://www.floatingsheep.org/2014/04/new-book- 
chapter-on-geographies-of-beer.html
Sourcing Spatial Data: The Web 
Google search for mosquito densities 
leading to MosquitoMap.org
Ready to use data 
Underlying dataset of land 
cover classifications can 
immediately be used in 
overlay analysis
Reference 
Data 
The image of Pyongyang in 
1950 provides context and 
meaning to a human 
observer but cannot be 
directly queried or used in a 
GIS analysis. Features 
would need to be traced off 
(digitized) into separate 
layers.
Creating Spatial Data:Geocoding 
By using explicit coordinates, or looking up addresses or 
landmark locations referred to in reports and papers it is 
possible to create spatial attributes for data in practically 
any discipline. 
Wireless Access Points, Jagger Library, 4th Floor 
via ICTS Website
Creating Spatial Data: 
Geo-tagging Audiovisual Data 
It is also possible to geocode 
audio and video records: 
• Through coordinates 
captured and stored by 
recording devices (such as 
modern smartphones and 
GPS data loggers) 
• Retroactively by matching 
landmarks in the 
background of photographs, 
postmarks on postcards, 
references to locations in 
interviews or songs.
Map 
Visual orientation is the most 
common operation 
• “make a map of the study 
area” 
• “make a context map 
showing the study area 
relative to 
landmarks/roads/provincia 
l boundaries” 
Sandy Shell, Oromo Slave First 
Passage Journal Analysis Study 
Area
Analyse 
Mapping data is the first action, 
but by analysing it using spatial 
functions you are able to: 
• append information from the 
surrounding spatial 
environment (overlay) 
• analyse the spatial distribution 
pattern (geo-statistics) 
• model or predict occurences 
(envelopes) 
Sandy Shell, 
Oromo Slave 
First Passage 
Journeys
Share 
Once you have gone 
to the effort of 
spatially locating 
data, creating 
maps or derivative 
data 
SHARE IT! 
The more spatial data 
available, and the 
easier it is to 
reach, the better it 
is for future 
research. 
ArcGIS.com Map Gallery & MapTube.org
Reference your data 
Spatial data is just like 
any other sort of data 
• It needs to be referenced/acknowledged 
• It needs metadata in order to be assessed against future mapping 
or analytical needs (scale, date, original source, pre-processing)
How? 
Desktop 
Use a GIS package on your 
PC/Mac/Tablet/Phone 
• Free Desktop 
Quantum GIS, Google Earth, 
uDig, MapWindow 
• Expensive Desktop 
ArcGIS, Autodesk, Illustrator 
Plugins, Ortelius, MapDraw 
Quantum GIS & ArcGIS Interfaces
How? 
Web Based 
Free Web 
Google Fusion Tables, 
Map Engine 
OpenStreetMap 
GNSS (Geographic 
Name Servers) 
Expensive Web 
ArcGIS Online, WeoGeo, 
MangoMap 
OpenStreetMap.org & MangoMap.com
UCT GIS Lab 
Nicholas Lindenberg 
Thomas Slingsby 
Tel: 021 650 3917 
Room 5.25 G.H Menzies Building

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UCT GIS Labs

  • 1. What is Geospatial Data? Everything Happens Somewhere http://geography.oii.ox.ac.uk/?page=geographic-knowledge-freebase
  • 2. Everything Happens Somewhere As a result, practically all data has a spatial attribute (US Office of Management and Budget, 2002) - Explicit (coordinates, addresses) - Implicit (landmarks, directions) - Inferred (creators, researchers, referees) http://geography.oii.ox.ac.uk/?page=mapping-edits-to-wikipedia-from-africa
  • 3. Inferred Spatial Context Even if the subject at hand is not directly spatial, odds are good that it has spatial context - Where is this subject being created/studied? - Any important places with references to this subject? - Any important researchers/centres of excellence? - Who is looking for information on this subject? http://geography.oii.ox.ac.uk/?page=the-location-of-academic- knowledge
  • 4. Sourcing Spatial Data Existing spatial data sets can be found locally (in libraries and data repositories) or via the Web Ready to Use: • Satellite imagery • Climatic Data • Census Data • Elevation models Reference: • Topographic Map Series • Gazetteers • Google Earth Local names for “cheap” beer sourced via Twitter http://www.floatingsheep.org/2014/04/new-book- chapter-on-geographies-of-beer.html
  • 5. Sourcing Spatial Data: The Web Google search for mosquito densities leading to MosquitoMap.org
  • 6. Ready to use data Underlying dataset of land cover classifications can immediately be used in overlay analysis
  • 7. Reference Data The image of Pyongyang in 1950 provides context and meaning to a human observer but cannot be directly queried or used in a GIS analysis. Features would need to be traced off (digitized) into separate layers.
  • 8. Creating Spatial Data:Geocoding By using explicit coordinates, or looking up addresses or landmark locations referred to in reports and papers it is possible to create spatial attributes for data in practically any discipline. Wireless Access Points, Jagger Library, 4th Floor via ICTS Website
  • 9. Creating Spatial Data: Geo-tagging Audiovisual Data It is also possible to geocode audio and video records: • Through coordinates captured and stored by recording devices (such as modern smartphones and GPS data loggers) • Retroactively by matching landmarks in the background of photographs, postmarks on postcards, references to locations in interviews or songs.
  • 10. Map Visual orientation is the most common operation • “make a map of the study area” • “make a context map showing the study area relative to landmarks/roads/provincia l boundaries” Sandy Shell, Oromo Slave First Passage Journal Analysis Study Area
  • 11. Analyse Mapping data is the first action, but by analysing it using spatial functions you are able to: • append information from the surrounding spatial environment (overlay) • analyse the spatial distribution pattern (geo-statistics) • model or predict occurences (envelopes) Sandy Shell, Oromo Slave First Passage Journeys
  • 12. Share Once you have gone to the effort of spatially locating data, creating maps or derivative data SHARE IT! The more spatial data available, and the easier it is to reach, the better it is for future research. ArcGIS.com Map Gallery & MapTube.org
  • 13. Reference your data Spatial data is just like any other sort of data • It needs to be referenced/acknowledged • It needs metadata in order to be assessed against future mapping or analytical needs (scale, date, original source, pre-processing)
  • 14. How? Desktop Use a GIS package on your PC/Mac/Tablet/Phone • Free Desktop Quantum GIS, Google Earth, uDig, MapWindow • Expensive Desktop ArcGIS, Autodesk, Illustrator Plugins, Ortelius, MapDraw Quantum GIS & ArcGIS Interfaces
  • 15. How? Web Based Free Web Google Fusion Tables, Map Engine OpenStreetMap GNSS (Geographic Name Servers) Expensive Web ArcGIS Online, WeoGeo, MangoMap OpenStreetMap.org & MangoMap.com
  • 16. UCT GIS Lab Nicholas Lindenberg Thomas Slingsby Tel: 021 650 3917 Room 5.25 G.H Menzies Building