2019 FOSS4G Bucharest Talks speaker: Peter Petrik
Mesh: GIS data beyond raster and vector
Most real world features can be presented as vector or raster layers. In open source world, GDAL provides a comprehensive set of tools to interact with such datasets. But vector or raster is not always a suitable description of real world features. Data from oceanography, metrology, hydrology, etc often have multiple components at each location on an irregular structured mesh.
A mesh can a collection of vertices, edges and faces in 2D or 3D space:
- vertices - XY(Z) points (in the layer's coordinate reference system)
- edges - connect pairs of vertices
- faces - sets of edges forming a closed shape - typically triangles or quadrilaterals (quads), rarely polygons with higher number of vertices
<img alt="Example of mesh" src="https://user-images.githubusercontent.com/193367/38030812-f6c4f174-3299-11e8-91ed-30684ceae715.png" />
Mesh gives us information about the spatial structure. In addition to the mesh we have datasets that assign a value to every vertex. For example, ice cap thickness at particular moment of time. A single file may contain multiple datasets - typically multiple quantities (e.g. water depth, water flow) that may be varying in time.