11.520: A Workshop on Geographic Information Systems |
11.188: Urban Planning and Social Science Laboratory |
Raw Imagery
CAD Files
Digitizing
Addresses
Raw Imagery
Georeference (if necessary)
Classify (by Color/Spectral Characteristics) or
Digitize (aka Trace)
GeoReferencing Imagery
Note: JPG and TIF images can be directly read into ArcGIS. But by default, they won't have an appropriate coordinate system and won't overlay anything else. (JPEG 2000 and GeoTiff are standard formats that are not always supported but can save coordinate system metadata information along with the image.)
So we need some data with a coordinate system we trust. (Warning: Google Earth, etc. can be *very* imprecise internationally - see error in this image below).
So, now we have a valid coordinate system, but our image is clearly pretty far from being correctly registered.
The solution? The "Georeferencing Toolbar" (View->Toolbars->Georeferencing). This tool allows you to draw one, or several links.
If one link, does a simple shift.
If multiple links, does a more complex transform (linear, or fancier).
CAD Files
Can simply "open" most common CAD files directly in GIS (DXF, DWG, DGN)
For example, from a real world project, CAD data for a regional plan as created by Fonatur, the Mexican national tourism/development agency.Important limits:
"attributes" don't come along, only layer names *therefore you are well-advised to know the layer naming/numbering convention* (and if none - a big messy problem).
objects must be "exploded" in CAD before export
solids must be converted into boundary representations
Common problems / solutions
Drawn "to scale", but often without explicit projection information and not North aligned
Solution 1: layer properties dialog allows specification of transformations
Solution 2: "world files" (*.wld) are simple text files documenting transforms
Why bother with "world files"?!!! Scalability: one world file can be replicated and applied to many CAD documents drawn against the same base.
Digitizing - Creating new (georeferenced) Geometry
Vector Data Model - Requires boundaries with X,Y coordinates
- Old method - large digitizing table with 'puck' on top of paper map
- New method - 'heads up' digitizing on-screen on top of image
- ArcEdit provides a rich assortment of geographic feature creation tools
- And, is complex and often counter-intuitive
- ArcSketch provides feature creation tools that are much simpler and intuitive
- But, is not installed with ArcGIS 9.2 even though freely downloadable
- From http://www.esri.com/software/arcgis/extensions/arcsketch/index.html
- Requires Microsoft .Net Framework Version 2.0 (for ArcSketch 1.2 with ArcGIS 9.2)
- We will demonstrate use of ArcEdit to create a new shapefile of polygons via 'heads up' digitizing from the NGS-TOPO arcwebservice provided by ESRI.
- Must first create empty shapefile in ArcCatalog
- specify polygon features
- specify Mass State Plane (NAD83) mainland coordinates
- Add this empty shapefile, newpolys.shp, to a Data Frame in ArcMap
- Use ArcEdit to create polygons in your new shapefile
- Turn on the 'Editor' toolbar from View/Toolbar
- Specify newpolys.shp as the file to be edited
- Create a few polygons
- Examine attribute table and figure out how to add additional attributes
- Try out various editing tools to move, snap, and adjust features
- Recognize complexities: overlapped vs. shared boundaries; moving shared points, choosing an appropriate level of detail, handling curves, labeling points, lines, polygons,...
Addresses - Requires 'Geocoding'
What is Geocoding
Data needed for geocoding
1. A list of addresses
stored as a database table or a text file;
2. Georeferenced
features linked to the address database (such as a street centerline shapefile
with street names and address ranges stored as attributes of the shapefile)
A geocoding service, which is a configuration file that specifies
the georeferenced feature layer and its relevant attributes, and various
rules and tolerance for use in the matching.
The output of the geocoding
is a point file stored as either a shapefile or
a geodatabase in ArcGIS.
Example: using US Census Bureau, TIGER Line Files (as source info for geocoding)
Street centerline road segments |
Attaching address ranges to road segments |
http://www.gsd.harvard.edu/gis/manual/geocoding/index.htm
Summarize grid cells values by fixed geometries using zonal statistics
Finding patches using RegionClass command
Moving window analyses
Sometimes we don't have a fixed geography
Want to summarize clusters of occurrences
Example: land use mix (within classic pedestrian 1/4 mile)
CostDistance
Simplest form: mask out excluded areas, cost equal elsewhere
Example: cost distance from bookstores
In general, urban grid makes accessibility relatively even
But note case of Charles River
Created by Joseph Ferreira and Michael Flaxman, 2005-2006
Last modified 22 October 2008, Joe Ferreira
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