GeoTrellis is a high performance geoprocessing engine and programming toolkit. The goal of the project is to transform user interaction with geospatial data by bringing the power of geospatial analysis to real time, interactive web applications.
GeoTrellis was designed to solve three core problems, with a focus on raster processing:
- Creating scalable, high performance geoprocessing web services
- Creating distributed geoprocessing services that can act on large data sets
- Parallelizing geoprocessing operations to take full advantage of multi-core architecture
Please contact us if you have any questions, find us on irc at #geotrellis on freenode, or join the user mailing list at https://groups.google.com/group/geotrellis-user. More information is also available on the GeoTrellis website.
The current release version of GeoTrellis is 0.8.0 (Atlantis).
- GeoTrellis is designed to help a developer create simple, standard REST services that return the results of geoprocessing models.
- Like an RDBS that can optimize queries, GeoTrellis will automatically parallelize and optimize your geoprocessing models where possible.
- In the spirit of the object-functional style of Scala, it is easy to both create new operations and compose new operations with existing operations.
Some sample GeoTrellis code
// Import some libraries and operations we'll use import geotrellis._ import geotrellis.raster.op._ // Set up the rasters and weights we'll use val raster1 = io.LoadRaster("foo") val raster2 = io.LoadRaster("bar") val weight1 = 5 val weight2 = 2 val total = weight1 + weight2 // Create a new operation that multiplies each cell of // each raster by a weight, and then add those two new // rasters together. val op = local.Add(local.MultiplyConstant(raster1, weight1), local.MultiplyConstant(raster2, weight2)) // Create a new operation that takes the result of the // previous operation and divides each cell by the total // weight, creating a weighted overlay of our two rasters. val wo1 = local.DivideConstant(op, total) // We can use a simpler syntax if we want. Note that this // is still just creating an operation. import geotrellis.Implicits._ val wo2 = (raster1 * weight1 + raster2 * weight2) / total // To this point, we've only been composing new operations. // Now, we will run them. import geotrellis.process.Server val server = Server("example") val result1 = server.run(wo1) val result2 = server.run(wo2)
You can find Scaladocs for the latest version of the project here:
- Josh Marcus
- Erik Osheim
- Rob Emanuele
- Adam Hinz
- Michael Tedeschi
- Robert Cheetham
- Justin Walgran