GeoTrellis

GeoTrellis

    ›Raster

    Getting Started

    • Getting Started
    • Reading Scala

    Vector

    • Vectors
    • Extents
    • Projection

    Raster

    • Rasters
    • Tiles
    • RasterSource
    • Rendering Images

    Layer

    • Layer Model

    Spark

    • Basics
    • Tile Layer RDD
    • Indexed Layers

    Rasters

    In GeoTrellis, the GIS notion of a Raster is represented as a case class (basically, just a labelled tuple) with something implementing CellGrid (almost always Tile) on one side and an Extent on the other. The CellGrid represents data on the surface of a sphere while the Extent specifies how those values map onto said sphere (in an appropriate projection; see map projections for more).

    import geotrellis.raster._
    import geotrellis.vector.Extent
    // The tile
    val tile = ArrayTile(1 to 100 toArray, 10, 10)
    // and its spatial extent
    val extent = Extent(0, 0, 1, 1)
    // jointly form a raster
    val raster = Raster(tile, Extent(0, 0, 1, 1))
    

    TODO: image/sketch/diagram of Raster components

    A Raster, having both a grid of cells and a specification of the region that grid represents, is able to calculate the distance each cell in a CellGrid must cover to satisfy the width and height of its corresponding Extent. In practice this means that, when resampling or reprojecting, a Tile (which holds its data without regard to that data's extension in the real world) doesn't have enough information to get the job done; these cases generally demand a Raster or else require an Extent from which a Raster can be built.

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