From Pixels to Points
Digitizing Spatial Data
where is your data? gis.stanford.edu


about me


gis.stanford.edu
Modeling the World









Data Models



Everything is somewhere, but how do we say where?

Coordinate Systems

Geographic Coordinates









Projections
Think of them as translations from 3d to 2d





Vector Data






















Vector Formats

Shapefiles*
*(a shapefile isn't really a file)
- *.shp
- *.shx
- *.dbf
- *.prj

GeoJSON
{
"type": "FeatureCollection",
"features": [
{
"type": "Feature",
"properties": {
"Label": "\"Null Island\""
},
"geometry": {
"type": "Point",
"coordinates": [
0,
0
]
}
},


Hardcopy Sources
https://slides.com/staceymaples/digitizingbootcamp
"Heads-down" Digitization

On-Screen/Head's Down Digitization
"Heads-up" Digitization

Digitization

Feature Generalization
How long is the coast of Britain?





Errors
Undershoots & Overshoots

Reshaping
(smoothing & thinning)


Error Across Layers

Error Across Layers


OK, now... how webmaps work

web mercator


https://allmaps.xyz/images/45bbc7ea6e45e5c9/{z}/{x}/{y}.png
https://allmaps.xyz/images/45bbc7ea6e45e5c9/{z}/{x}/{y}.png


Credit: @chris_whong

Let's Digitize!!
Spatial Data Bootcamp - Digitizing Data
By Stace Maples
Spatial Data Bootcamp - Digitizing Data
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