pygmt.blockmean

pygmt.blockmean(table, outfile=None, **kwargs)

Block average (x,y,z) data tables by mean estimation.

Reads arbitrarily located (x,y,z) triples [or optionally weighted quadruples (x,y,z,w)] from a table and writes to the output a mean position and value for every non-empty block in a grid region defined by the region and spacing parameters.

Full option list at https://docs.generic-mapping-tools.org/latest/blockmean.html

Aliases:

• I = spacing

• R = region

• V = verbose

• a = aspatial

• f = coltypes

• r = registration

Parameters

• table (str or numpy.ndarray or pandas.DataFrame or xarray.Dataset or geopandas.GeoDataFrame) – Pass in (x, y, z) or (longitude, latitude, elevation) values by providing a file name to an ASCII data table, a 2D numpy.ndarray, a pandas.DataFrame, an xarray.Dataset made up of 1D xarray.DataArray data variables, or a geopandas.GeoDataFrame containing the tabular data.

• spacing (str) – xinc[unit][+e|n] [/yinc[unit][+e|n]]. xinc [and optionally yinc] is the grid spacing.

• region (str or list) – xmin/xmax/ymin/ymax[+r][+uunit]. Specify the region of interest.

• outfile (str) – The file name for the output ASCII file.

• verbose (bool or str) –

  Select verbosity level [Default is w], which modulates the messages written to stderr. Choose among 7 levels of verbosity:

  • q - Quiet, not even fatal error messages are produced

  • e - Error messages only

  • w - Warnings [Default]

  • t - Timings (report runtimes for time-intensive algorithms);

  • i - Informational messages (same as verbose=True)

  • c - Compatibility warnings

  • d - Debugging messages

• aspatial (bool or str) – [col=]name[,…]. Control how aspatial data are handled during input and output. Full documentation is at https://docs.generic-mapping-tools.org/latest/gmt.html#aspatial-full.

• coltypes (str) – [i|o]colinfo. Specify data types of input and/or output columns (time or geographical data). Full documentation is at https://docs.generic-mapping-tools.org/latest/gmt.html#f-full.

• registration (str) – g|p. Force gridline (g) or pixel (p) node registration. [Default is g(ridline)].

Returns

output (pandas.DataFrame or None) – Return type depends on whether the outfile parameter is set:

• pandas.DataFrame table with (x, y, z) columns if outfile is not set

• None if outfile is set (filtered output will be stored in file set by outfile)