NAME

gdal-raster-tpi - Generate a Topographic Position Index (TPI) map

Added in version 3.11.

SYNOPSIS

Usage: gdal raster tpi [OPTIONS] <INPUT> <OUTPUT>
Generate a Topographic Position Index (TPI) map
Positional arguments:


  -i, --input <INPUT>                                  Input raster dataset [required]


  -o, --output <OUTPUT>                                Output raster dataset [required]
Common Options:


  -h, --help                                           Display help message and exit


  --json-usage                                         Display usage as JSON document and exit


  --config <KEY>=<VALUE>                               Configuration option [may be repeated]


  --progress                                           Display progress bar
Options:


  -f, --of, --format, --output-format <OUTPUT-FORMAT>  Output format ("GDALG" allowed)


  --co, --creation-option <KEY>=<VALUE>                Creation option [may be repeated]


  --overwrite                                          Whether overwriting existing output is allowed


  -b, --band <BAND>                                    Input band (1-based index) (default: 1)


  --no-edges                                           Do not try to interpolate values at dataset edges or close to nodata values
Advanced Options:


  --if, --input-format <INPUT-FORMAT>                  Input formats [may be repeated]


  --oo, --open-option <KEY>=<VALUE>                    Open options [may be repeated]

DESCRIPTION

gdal raster tpi generates a single-band raster with values computed from the elevation. TPI stands for Topographic Position Index, which is defined as the difference between a central pixel and the mean of its surrounding cells (see Wilson et al 2007, Marine Geodesy 30:3-35).

This subcommand is also available as a potential step of gdal raster pipeline

Value -9999 is used as the nodata value.

A nodata value in the target dataset will also be emitted if at least one pixel set to the nodata value is found in the 3x3 window centered around each source pixel. By default, the algorithm will compute values at image edges or if a nodata value is found in the 3x3 window, by interpolating missing values, unless --no-edges is specified, in which case a 1-pixel border around the image will be set with the nodata value.

Standard options

-f, --of, --format, --output-format <OUTPUT-FORMAT>: Which output raster format to use. Allowed values may be given by gdal --formats | grep raster | grep rw | sort

--co <NAME>=<VALUE>

Many formats have one or more optional creation options that can be used to control particulars about the file created. For instance, the GeoTIFF driver supports creation options to control compression, and whether the file should be tiled.

May be repeated.

The creation options available vary by format driver, and some simple formats have no creation options at all. A list of options supported for a format can be listed with the --formats command line option but the documentation for the format is the definitive source of information on driver creation options. See Raster drivers format specific documentation for legal creation options for each format.

--overwrite: Allow program to overwrite existing target file or dataset. Otherwise, by default, gdal errors out if the target file or dataset already exists.

-b, --band <BAND>: Index (starting at 1) of the band to which the TPI must be computed.

--no-edges: Do not try to interpolate values at dataset edges or close to nodata values

GDALG OUTPUT (ON-THE-FLY / STREAMED DATASET)

This program supports serializing the command line as a JSON file using the GDALG output format. The resulting file can then be opened as a raster dataset using the GDALG: GDAL Streamed Algorithm driver, and apply the specified pipeline in a on-the-fly / streamed way.

EXAMPLES

Example 1: Generates a Topographic Position Index (TPI) map from a DTED0 file.

$ gdal raster tpi n43.dt0 out.tif --overwrite

AUTHOR

Even Rouault <even.rouault@spatialys.com>

COPYRIGHT

1998-2025