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r.terraflow - Flow computation for massive grids (float version).
r.terraflow r.terraflow help r.terraflow [-sq] elevation=name filled=name direction=name swatershed=name accumulation=name tci=name [d8cut=float] [memory=integer] [STREAM_DIR=string] [stats=string] [--overwrite] [--verbose] [--quiet] Flags: -s SFD (D8) flow (default is MFD) -q Quiet --overwrite Allow output files to overwrite existing files --verbose Verbose module output --quiet Quiet module output Parameters: elevation=name Name of elevation raster map filled=name Name for output filled (flooded) elevation raster map direction=name Name for output flow direction raster map swatershed=name Name for output sink-watershed raster map accumulation=name Name for output flow accumulation raster map tci=name Name for output topographic convergence index (tci) raster map d8cut=float Routing using SFD (D8) direction If flow accumulation is larger than this value it is routed using SFD (D8) direction (meaningfull only for MFD flow) Default: infinity memory=integer Maximum runtime memory size (in MB) Default: 300 STREAM_DIR=string Directory to hold temporary files (they can be large) stats=string Name of file containing runtime statistics Default: stats.out
r.terraflow takes as input a raster digital elevation model (DEM) and computes the flow direction raster and the flow accumulation raster, as well as the flooded elevation raster, sink-watershed raster (partition into watersheds around sinks) and tci (topographic convergence index) raster. r.terraflow computes these rasters using well-known approaches, with the difference that its emphasis is on the computational complexity of the algorithms, rather than on modeling realistic flow. r.terraflow emerged from the necessity of having scalable software able to process efficiently very large terrains. It is based on theoretically optimal algorithms developed in the framework of I/O-efficient algorithms. r.terraflow was designed and optimized especially for massive grids and is able to process terrains which were impractical with similar functions existing in other GIS systems. Flow directions are computed using either the MFD (Multiple Flow Direction) model or the SFD (Single Flow Direction, or D8) model, illustrated below. Both methods compute downslope flow directions by inspecting the 3-by-3 window around the current cell. The SFD method assigns a unique flow direction towards the steepest downslope neighbor. The MFD method assigns multiple flow directions towards all downslope neighbors. Flow direction to steepest downslope neighbor (SFD). Flow direction to all downslope neighbors (MFD). The SFD and the MFD method cannot compute flow directions for cells which have the same height as all their neighbors (flat areas) or cells which do not have downslope neighbors (one-cell pits). On plateaus (flat areas that spill out) r.terraflow routes flow so that globally the flow goes towards the spill cells of the plateaus. On sinks (flat areas that do not spill out, including one-cell pits) r.terraflow assigns flow by flooding the terrain until all the sinks are filled and assigning flow directions on the filled terrain. In order to flood the terrain, r.terraflow identifies all sinks and partitions the terrain into sink-watersheds (a sink-watershed contains all the cells that flow into that sink), builds a graph representing the adjacency information of the sink-watersheds, and uses this sink-watershed graph to merge watersheds into each other along their lowest common boundary until all watersheds have a flow path outside the terrain. Flooding produces a sink-less terrain in which every cell has a downslope flow path leading outside the terrain and therefore every cell in the terrain can be assigned SFD/MFD flow directions as above. Once flow directions are computed for every cell in the terrain, r.terraflow computes flow accumulation by routing water using the flow directions and keeping track of how much water flows through each cell. If flow accumulation of a cell is larger than the value given by the d8cut option, then the flow of this cell is routed to its neighbors using the SFD (D8) model. This option affects only the flow accumulation raster and is meaningful only for MFD flow (i.e. if the -s flag is not used); If this option is used for SFD flow it is ignored. The default value of d8cut is infinity. r.terraflow also computes the tci raster (topographic convergence index, defined as the logarithm of the ratio of flow accumulation and local slope). For more details on the algorithms see [1,2,3] below.
One of the techniques used by r.terraflow is the space-time trade-off. In particular, in order to avoid searches, which are I/O-expensive, r.terraflow computes and works with an augmented elevation raster in which each cell stores relevant information about its 8 neighbors, in total up to 80B per cell. As a result r.terraflow works with intermediate temporary files that may be up to 80N bytes, where N is the number of cells (rows x columns) in the elevation raster (more precisely, 80K bytes, where K is the number of valid (not no-data) cells in the input elevation raster). All these intermediate temporary files are stored in the path specified by the STREAM_DIR option. Note: STREAM_DIR must contain enough free disk space in order to store up to 2 x 80N bytes. The memory option can be used to set the maximum amount of main memory (RAM) the module will use during processing. In practice its value should be an underestimate of the amount of available (free) main memory on the machine. r.terraflow will use at all times at most this much memory, and the virtual memory system (swap space) will never be used. The default value is 300 MB. The internal type used by r.terraflow to store elevations can be defined at compile-time. By default, r.terraflow is compiled to store elevations internally as floats. A version which is compiled to store elevations internally as shorts is available as r.terraflow.short. Other versions can be created by the user if needed. r.terraflow.short uses less space (up to 60B per cell, up to 60N intermediate file) and therefore is more space and time efficient. r.terraflow is intended for use with floating point raster data (FCELL), and r.terraflow.short with integer raster data (CELL) in which the maximum elevation does not exceed the value of a short SHRT_MAX=32767 (this is not a constraint for any terrain data of the Earth, if elevation is stored in meters). Both r.terraflow and r.terraflow.short work with input elevation rasters which can be either integer, floating point or double (CELL, FCELL, DCELL). If the input raster contains a value that exceeds the allowed internal range (short for r.terraflow.short, float for r.terraflow), the program exits with a warning message. Otherwise, if all values in the input elevation raster are in range, they will be converted (truncated) to the internal elevation type (short for r.terraflow.short, float for r.terraflow). In this case precision may be lost and artificial flat areas may be created. For instance, if r.terraflow.short is used with floating point raster data (FCELL or DCELL), the values of the elevation will be truncated as shorts. This may create artificial flat areas, and the output of r.terraflow.short may be less realistic than those of r.terraflow on floating point raster data. The outputs of r.terraflow.short and r.terraflow are identical for integer raster data (CELL maps). The stats option defines the name of the file that contains the statistics (stats) of the run. The default name is stats.out (in the current directory).
Spearfish sample data set: g.region rast=elevation.10m -p r.terraflow elev=elevation.10m filled=elevation10m.filled \ dir=elevation10m.mfdir swatershed=elevation10m.watershed \ accumulation=elevation10m.accu tci=elevation10m.tci g.region rast=elevation.10m -p r.terraflow elev=elevation.10m filled=elevation10m.filled \ dir=elevation10m.mfdir swatershed=elevation10m.watershed \ accumulation=elevation10m.accu tci=elevation10m.tci d8cut=500 memory=800 \ stats=elevation10mstats.txt
r.flow, r.basins.fill, r.drain, r.topidx, r.topmodel, r.water.outlet, r.watershed
Original version of program: The <a href="http://www.cs.duke.edu/geo*/terraflow/">TerraFlow project, 1999, Duke University. Lars Arge, Jeff Chase, Pat Halpin, Laura Toma, Dean Urban, Jeff Vitter, Rajiv Wickremesinghe. Porting for GRASS, 2002: Lars Arge, Helena Mitasova, Laura Toma. Contact: Laura Toma
1 The TerraFlow project at Duke University 2 <A NAME="arge:drainage" HREF="http://www.cs.duke.edu/geo*/terraflow/papers/alenex00_drainage.ps.gz"> I/O- efficient algorithms for problems on grid-based terrains. Lars Arge, Laura Toma, and Jeffrey S. Vitter. In Proc. Workshop on Algorithm Engineering and Experimentation, 2000. To appear in Journal of Experimental Algorithms. 3 <A NAME="terraflow:acmgis01" HREF="http://www.cs.duke.edu/geo*/terraflow/papers/acmgis01_terraflow.pdf"> Flow computation on massive grids. Lars Arge, Jeffrey S. Chase, Patrick N. Halpin, Laura Toma, Jeffrey S. Vitter, Dean Urban and Rajiv Wickremesinghe. In Proc. ACM Symposium on Advances in Geographic Information Systems, 2001. 4 <A NAME="terraflow:geoinformatica" HREF="http://www.cs.duke.edu/geo*/terraflow/papers/journal_terraflow.pdf"> Flow computation on massive grid terrains. Lars Arge, Jeffrey S. Chase, Patrick N. Halpin, Laura Toma, Jeffrey S. Vitter, Dean Urban and Rajiv Wickremesinghe. In GeoInformatica, International Journal on Advances of Computer Science for Geographic Information Systems, 7(4):283-313, December 2003. Last changed: $Date: 2011-11-08 03:29:50 -0800 (Tue, 08 Nov 2011) $ Full index © 2003-2013 GRASS Development Team