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NAME
r.stats.quantile - Compute category quantiles using two passes.
KEYWORDS
raster,
statistics,
zonal statistics,
percentile,
quantile
SYNOPSIS
r.stats.quantile
r.stats.quantile --help
r.stats.quantile [-rpt] base=name cover=name [quantiles=integer] [percentiles=float[,float,...]] [bins=integer] [output=name[,name,...]] [file=name] [separator=character] [--overwrite] [--help] [--verbose] [--quiet] [--ui]
Flags:
- -r
- Create reclass map with statistics as category labels
- -p
- Do not create output maps; just print statistics
- -t
- Print statistics in table format
- --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:
- base=name [required]
- Name of base raster map
- cover=name [required]
- Name of cover raster map
- quantiles=integer
- Number of quantiles
- percentiles=float[,float,...]
- List of percentiles
- Default: 50
- bins=integer
- Number of bins to use
- Default: 1000
- output=name[,name,...]
- Resultant raster map(s)
- file=name
- Name for output file (if omitted or "-" output to stdout)
- separator=character
- Field separator
- Special characters: pipe, comma, space, tab, newline
- Default: :
r.stats.quantile is a tool to analyse exploratory statistics of a
floating-point "cover layer" according to how it intersects with objects
in a "base layer". It provides quantile calculations as selected
"zonal statistics".
NOTES
r.stats.quantile is intended to be a partial replacement for
r.statistics, with support
for floating-point cover maps. It provides quantile calculations,
which are absent from
r.stats.zonal.
Quantiles are calculated following algorithm 7 from Hyndman and Fan (1996),
which is also the default in R and numpy.
In this example, the raster polygon map
zipcodes in the North
Carolina sample dataset is used to calculate quantile raster statistics using
the
elevation raster map:
g.region raster=zipcodes -p
# print quantiles
r.stats.quantile base=zipcodes cover=elevation quantiles=3 -p
27511:0:33.333333:134.717392
27511:1:66.666667:143.985723
27513:0:33.333333:140.669993
27513:1:66.666667:146.279449
27518:0:33.333333:115.140101
27518:1:66.666667:129.893723
[...]
# write out percentile raster maps
r.stats.quantile base=zipcodes cover=elevation percentiles=25,50,75 \
output=zipcodes_elev_q25,zipcodes_elev_q50,zipcodes_elev_q75
r.quantile,
r.stats.zonal,
r.statistics
Glynn Clements
Markus Metz
SOURCE CODE
Available at:
r.stats.quantile source code
(history)
Latest change: Wednesday Mar 01 21:08:00 2023 in commit: 1a96f69ccf430caa03bec8dbfc990c07c81f3164
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GRASS Development Team,
GRASS GIS 8.3.3dev Reference Manual