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1. In a vector setting
Stored in a relational database for each geographic object
A relational database is organized in a series of two-dimensional tables, each of which contains records for one data object.
A ‘row’ of data for each point, line, or polygon
Attribute data
2. Vector setting: attribute data:
3. Raster setting: attribute data In a raster setting
Stored as a grid of cells (each cell is given one number)
4. Raster attributes: cell values
5. Attribute data Three types of data:
Nominal scale
Ordinal level
Interval and ratio levels
6. Attribute data types Nominal data – descriptors about the objects – numbers do not quantify an amount
7. Ratio data: ratios make sense (3:1) for these data(which means that ‘0’ means ‘nothing’/‘none’/‘zilch’) mm of precipitation
Resident population
Elevation (contour lines: 30m, 40m, 50m, etc.)
Average household income (of census tract)
Age
8. Interval scale: adding numbers are meaningful, but ratios aren’t Fahrenheit
Celsius
Note: 10 degrees cooler means the same thing at each temperature. But 20 degrees doesn’t mean twice as much as 10 degrees.
Also, 0 degrees doesn’t mean ‘no degrees’.
9. Ordinal data Numbers identify an order only (no scale)
Road size:, 1-forest path, 2-dirt road, 3-gravel road, 4-country road, 5-major highway
1-never, 2-sometimes, 3-often, 4-always
1-sober, 2-tipsy, 3-drunk, 4-smashed/pissed (British), 5-plastered
1-small, 2-medium, 3-large