Overview of common data formats
As a geospatial professional, you may frequently encounter the following general data types:
Spreadsheets and comma-separated values (CSV) files or tab-separated values (TSV) files:
- Geotagged photos
- Lightweight binary points, lines, and polygons
- Multi-gigabyte satellite or aerial images
- Elevation data such as grids, point clouds, or integer-based images
- XML files
- JSON files
- Databases (both servers and file databases)
- Web services
- Geodatabases
Each format contains its own challenges for access and processing. When you perform analysis on data, you usually have to do some form of preprocessing first. You might clip or subset a satellite image of a large area down to just your area of interest, or you might reduce the number of points in a collection to just the ones meeting certain criteria in your data model. A good example of this type of preprocessing is the SimpleGIS example that we looked at at the...
