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geotrellis.spark.costdistance

IterativeCostDistance

object IterativeCostDistance

This Spark-enabled implementation of the standard cost-distance algorithm mentioned in the "previous work" section of [1] is "heavily inspired" by the MrGeo implementation [2] but does not share any code with it.

1. Tomlin, Dana. "Propagating radial waves of travel cost in a grid." International Journal of Geographical Information Science 24.9 (2010): 1391-1413.

2. https://github.com/ngageoint/mrgeo/blob/0c6ed4a7e66bb0923ec5c570b102862aee9e885e/mrgeo-mapalgebra/mrgeo-mapalgebra-costdistance/src/main/scala/org/mrgeo/mapalgebra/CostDistanceMapOp.scala

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Type Members

  1. type Changes = ArrayBuffer[KeyCostPair]
  2. class ChangesAccumulator extends AccumulatorV2[KeyCostPair, Changes]

    An accumulator to hold lists of edge changes.

  3. type KeyCostPair = (SpatialKey, Cost)

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  4. def apply[K, V](friction: RDD[(K, V)] with Metadata[TileLayerMetadata[K]], geometries: Seq[Geometry], maxCost: Double = Double.PositiveInfinity)(implicit arg0: (K) ⇒ SpatialKey, arg1: (V) ⇒ Tile): RDD[(K, Tile)] with Metadata[TileLayerMetadata[K]]

    Perform the cost-distance computation.

    Perform the cost-distance computation.

    friction

    The friction layer; pixels are in units of "seconds per meter"

    geometries

    The starting locations from-which to compute the cost of traveling

    maxCost

    The maximum cost before pruning a path (in units of "seconds")

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