core Estimated learning time: 9 h

OE-6.5 Process of GIS & Geospatial Analysis

You can encode raster, vector and attribute data, and perform database query, geospatial measurement, overlay, network and surface analysis, integrating GIS with remote sensing.

Overlay analysis is the operation that made GIS famous - stack soil, slope and land-use layers, and the intersection answers a question no single layer could. Network analysis is the machinery behind every routing application you have ever used. The integration section is the point of the whole course: remote sensing supplies current observations, GIS supplies the context and the analysis, and neither is as useful alone.

Work through these

  • Data sources for GIS

    Where data actually comes from, which is most of the work in a real project. Existing data is usually cheaper and worse than collecting your own, and that decision comes first.

  • Encoding raster data, vector data and attribute data

    Getting each of the three data types into the system. Attribute encoding is the tedious half and the one that determines whether the analysis below is possible.

  • Linking spatial and attribute data

    Making the join from the earlier topic real, in practice. A mismatch between the two halves is the most common reason a dataset cannot be used.

  • Database query

    Asking questions of the data, by attribute and by location. The second kind is what a geographic system offers that a database does not.

  • Geospatial measurement

    Distance, area and shape computed from the geometry. Watch for the projection, because the same feature has different measurements in different ones.

  • Overlay operations

    Combining layers to answer a question neither answers alone. It is the operation the whole field is known for and the one worth being able to do by hand on paper.

  • Network analysis

    Analysis along connected lines, for routes and flows. It is a different mathematical problem from the overlay above and needs its own data preparation.

  • Surface analysis

    Working with a continuous surface, usually terrain: slope, aspect and visibility. This is where the height data from the earlier topic is used.

  • Integration of GIS and remote sensing

    Bringing the two halves of the subject together, which is where it has been heading. Imagery supplies the observations and the system supplies the context to reason about them.

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