r.slope.aspect - GRASS GIS manual

NAME

r.slope.aspect - Generates raster maps of slope, aspect, curvatures and partial derivatives from an elevation raster map.
Aspect is calculated counterclockwise from east.

KEYWORDS

raster, terrain, aspect, slope, curvature, parallel

SYNOPSIS

r.slope.aspect

r.slope.aspect --help

r.slope.aspect [-aen] elevation=name [slope=name] [aspect=name] [format=string] [precision=string] [pcurvature=name] [tcurvature=name] [dx=name] [dy=name] [dxx=name] [dyy=name] [dxy=name] [zscale=float] [min_slope=float] [nprocs=integer] [memory=memory in MB] [--overwrite] [--help] [--verbose] [--quiet] [--ui]

Flags:

-a: Do not align the current region to the raster elevation map
-e: Compute output at edges and near NULL values
-n: Create aspect as degrees clockwise from North (azimuth), with flat = -9999; Default: degrees counter-clockwise from East, with flat = 0
--overwrite: Allow output files to overwrite existing files
--help: Print usage summary
--verbose: Verbose module output
--quiet: Quiet module output
--ui: Force launching GUI dialog

Parameters:

elevation=name [required]: Name of input elevation raster map
slope=name: Name for output slope raster map
aspect=name: Name for output aspect raster map
format=string: Format for reporting the slope; Options: degrees, percent; Default: degrees
precision=string: Type of output aspect and slope maps; Storage type for resultant raster map; Options: CELL, FCELL, DCELL; Default: FCELL; CELL: Integer; FCELL: Single precision floating point; DCELL: Double precision floating point
pcurvature=name: Name for output profile curvature raster map
tcurvature=name: Name for output tangential curvature raster map
dx=name: Name for output first order partial derivative dx (E-W slope) raster map
dy=name: Name for output first order partial derivative dy (N-S slope) raster map
dxx=name: Name for output second order partial derivative dxx raster map
dyy=name: Name for output second order partial derivative dyy raster map
dxy=name: Name for output second order partial derivative dxy raster map
zscale=float: Multiplicative factor to convert elevation units to horizontal units; Default: 1.0
min_slope=float: Minimum slope value (in percent) for which aspect is computed; Default: 0.0
nprocs=integer: Number of threads for parallel computing; Default: 1
memory=memory in MB: Maximum memory to be used (in MB); Cache size for raster rows; Default: 300

DESCRIPTION
NOTES
- PERFORMANCE
EXAMPLES
- Calculation of slope, aspect, profile and tangential curvature
- Classification of major aspect directions in compass orientation
REFERENCES
SEE ALSO
AUTHORS

DESCRIPTION

r.slope.aspect generates raster maps of slope, aspect, curvatures and first and second order partial derivatives from a raster map of true elevation values. The user must specify the input elevation raster map and at least one output raster maps. The user can also specify the format for slope (degrees, percent; default=degrees), and the zscale: multiplicative factor to convert elevation units to horizontal units; (default 1.0).

The elevation input raster map specified by the user must contain true elevation values, not rescaled or categorized data. If the elevation values are in other units than in the horizontal units, they must be converted to horizontal units using the parameter zscale. In GRASS GIS 7, vertical units are not assumed to be meters any more. For example, if both your vertical and horizontal units are feet, parameter zscale must not be used.

The aspect output raster map indicates the direction that slopes are facing counterclockwise from East: 90 degrees is North, 180 is West, 270 is South, 360 is East. Zero aspect indicates flat areas with zero slope. Category and color table files are also generated for the aspect raster map.
Note: These values can be transformed to azimuth values (90 is East, 180 is South, 270 is West, 360 is North) using r.mapcalc:

# convert angles from CCW from East to CW from North
# modulus (%) can not be used with floating point aspect values
r.mapcalc "azimuth_aspect = if(ccw_aspect == 0, 0, \
                            if(ccw_aspect < 90, 90 - ccw_aspect, \
                            450 - ccw_aspect)))"

Alternatively, the -n flag can be used to produce aspect as degrees CW from North. Aspect for flat areas is then set to -9999 (default: 0). Note: The reason for using -9999 is to be compliant with gdaldem which uses -9999 by default as the nodata value.

The aspect for slope equal to zero (flat areas) is set to zero (-9999 with -n flag). Thus, most cells with a very small slope end up having category 0, 45, ..., 360 in aspect output. It is possible to reduce the bias in these directions by filtering out the aspect in areas where the terrain is almost flat. A option min_slope can be used to specify the minimum slope for which aspect is computed. For all cells with slope < min_slope, both slope and aspect are set to zero.

The slope output raster map contains slope values, stated in degrees of inclination from the horizontal if format=degrees option (the default) is chosen, and in percent rise if format=percent option is chosen. Category and color table files are generated.

Profile and tangential curvatures are the curvatures in the direction of steepest slope and in the direction of the contour tangent respectively. The curvatures are expressed as 1/metres, e.g. a curvature of 0.05 corresponds to a radius of curvature of 20m. Convex form values are positive and concave form values are negative.

Example DEM

Slope (degree) from example DEM

Aspect (degree) from example DEM

Tangential curvature (m^-1) from example DEM

Profile curvature (m^-1) from example DEM

For some applications, the user will wish to use a reclassified raster map of slope that groups slope values into ranges of slope. This can be done using r.reclass. An example of a useful reclassification is given below:

          category      range   category labels
                     (in degrees)    (in percent)

             1         0-  1             0-  2%
             2         2-  3             3-  5%
             3         4-  5             6- 10%
             4         6-  8            11- 15%
             5         9- 11            16- 20%
             6        12- 14            21- 25%
             7        15- 90            26% and higher

     The following color table works well with the above
     reclassification.

          category   red   green   blue

             0       179    179     179
             1         0    102       0
             2         0    153       0
             3       128    153       0
             4       204    179       0
             5       128     51      51
             6       255      0       0
             7         0      0       0

NOTES

To ensure that the raster elevation map is not inappropriately resampled, the settings for the current region are modified slightly (for the execution of the program only): the resolution is set to match the resolution of the elevation raster map and the edges of the region (i.e. the north, south, east and west) are shifted, if necessary, to line up along edges of the nearest cells in the elevation map. If the user really wants the raster elevation map resampled to the current region resolution, the -a flag should be specified.

The current mask is ignored.

The algorithm used to determine slope and aspect uses a 3x3 neighborhood around each cell in the raster elevation map. Thus, slope and aspect are not determineed for cells adjacent to the edges and NULL cells in the elevation map layer. These cells are by default set to nodata in output raster maps. With the -e flag, output values are estimated for these cells, avoiding cropping along the edges.

Horn's formula is used to find the first order derivatives in x and y directions.

Only when using integer elevation models, the aspect is biased in 0, 45, 90, 180, 225, 270, 315, and 360 directions; i.e., the distribution of aspect categories is very uneven, with peaks at 0, 45,..., 360 categories. When working with floating point elevation models, no such aspect bias occurs.

PERFORMANCE

To enable parallel processing, the user can specify the number of threads to be used with the nprocs parameter (default 1). The memory parameter (default 300) can also be provided to determine the size of the buffer for computation.

Figure: Benchmark on the left shows execution time for different number of cells, benchmark on the right shows execution time for different memory size for 5000x5000 raster. See benchmark scripts in source code. (Intel Core i9-10940X CPU @ 3.30GHz x 28)

To reduce the memory requirements to minimum, set option memory to zero. To take advantage of the parallelization, GRASS GIS needs to compiled with OpenMP enabled.

EXAMPLES

Calculation of slope, aspect, profile and tangential curvature

In this example a slope, aspect, profile and tangential curvature map are computed from an elevation raster map (North Carolina sample dataset):

g.region raster=elevation
r.slope.aspect elevation=elevation slope=slope aspect=aspect pcurvature=pcurv tcurvature=tcurv

# set nice color tables for output raster maps
r.colors -n map=slope color=sepia
r.colors map=aspect color=aspectcolr
r.colors map=pcurv color=curvature
r.colors map=tcurv color=curvature

Figure: Slope, aspect, profile and tangential curvature raster map (North Carolina dataset)

Classification of major aspect directions in compass orientation

In the following example (based on the North Carolina sample dataset) we first generate the standard aspect map (oriented CCW from East), then convert it to compass orientation, and finally classify four major aspect directions (N, E, S, W):

g.region raster=elevation -p

# generate integer aspect map with degrees CCW from East
r.slope.aspect elevation=elevation aspect=myaspect precision=CELL

# generate compass orientation and classify four major directions (N, E, S, W)
r.mapcalc "aspect_4_directions = eval( \\
   compass=(450 - myaspect ) % 360, \\
     if(compass >=0. && compass < 45., 1)  \\
   + if(compass >=45. && compass < 135., 2) \\
   + if(compass >=135. && compass < 225., 3) \\
   + if(compass >=225. && compass < 315., 4) \\
   + if(compass >=315., 1) \\
)"

# assign text labels
r.category aspect_4_directions separator=comma rules=- << EOF
1,north
2,east
3,south
4,west
EOF

# assign color table
r.colors aspect_4_directions rules=- << EOF
1 253,184,99
2 178,171,210
3 230,97,1
4 94,60,153
EOF

Aspect map classified to four major compass directions (zoomed subset shown)

REFERENCES

Horn, B. K. P. (1981). Hill Shading and the Reflectance Map, Proceedings of the IEEE, 69(1):14-47.
Mitasova, H. (1985). Cartographic aspects of computer surface modeling. PhD thesis. Slovak Technical University , Bratislava
Hofierka, J., Mitasova, H., Neteler, M., 2009. Geomorphometry in GRASS GIS. In: Hengl, T. and Reuter, H.I. (Eds), Geomorphometry: Concepts, Software, Applications. Developments in Soil Science, vol. 33, Elsevier, 387-410 pp, http://www.geomorphometry.org

AUTHORS

Michael Shapiro, U.S.Army Construction Engineering Research Laboratory
Olga Waupotitsch, U.S.Army Construction Engineering Research Laboratory

SOURCE CODE

Available at: r.slope.aspect source code (history)

Latest change: Friday Oct 18 09:39:56 2024 in commit: 6fd21a886dad53a02cbfb73fafe70eb9914b65be

Example DEM
Slope (degree) from example DEM	Aspect (degree) from example DEM
Tangential curvature (m^-1) from example DEM	Profile curvature (m^-1) from example DEM