SCMData

Brief summary

scmdata provides some useful data handling routines for dealing with data related to simple climate models (SCMs aka reduced complexity climate models, RCMs). In particular, it provides a high-performance way of handling and serialising (including to netCDF) timeseries data along with attached metadata. scmdata was inspired by pyam and was originally part of the openscm package.

License

scmdata is free software under a BSD 3-Clause License, see LICENSE.

Documentation:

• Installation
  • Installing with conda
  • Installing with pip
• Data Model
  • The ScmRun class
  • The ScmDatabase class
• Development
  • Contributing
  • Getting setup
  • Formatting
  • Buiding the docs
  • Releasing
  • Why is there a Makefile in a pure Python repository?

API reference

• scmdata.database
  • ScmDatabase
• scmdata.database.backends
  • BaseDatabaseBackend
  • NetCDFDatabaseBackend
• scmdata.errors
  • DuplicateTimesError
  • InsufficientDataError
  • MissingRequiredColumnError
  • NonUniqueMetadataError
• scmdata.filters
  • datetime_match()
  • day_match()
  • find_depth()
  • hour_match()
  • is_in()
  • month_match()
  • pattern_match()
  • time_match()
  • years_match()
• scmdata.groupby
  • RunGroupBy
• scmdata.netcdf
  • inject_nc_methods()
  • nc_to_run()
  • run_to_nc()
• scmdata.offsets
  • generate_range()
• scmdata.ops
  • add()
  • adjust_median_to_target()
  • cumsum()
  • cumtrapz()
  • delta_per_delta_time()
  • divide()
  • inject_ops_methods()
  • integrate()
  • linear_regression()
  • linear_regression_gradient()
  • linear_regression_intercept()
  • linear_regression_scmrun()
  • multiply()
  • prep_for_op()
  • set_op_values()
  • subtract()
• scmdata.plotting
  • inject_plotting_methods()
  • lineplot()
  • plumeplot()
• scmdata.processing
  • calculate_crossing_times()
  • calculate_crossing_times_quantiles()
  • calculate_exceedance_probabilities()
  • calculate_exceedance_probabilities_over_time()
  • calculate_peak()
  • calculate_peak_time()
  • calculate_summary_stats()
  • categorisation_sr15()
• scmdata.run
  • ScmRun
  • run_append()
• scmdata.testing
  • assert_scmdf_almost_equal()
  • get_single_ts()
• scmdata.time
  • TimePoints
  • TimeseriesConverter
• scmdata.timeseries
  • TimeSeries
• scmdata.units
  • UNIT_REGISTRY
  • UnitConverter
  • get_unit_registry()

Versions

• Changelog
  • master
  • v0.15.0
  • v0.14.2
  • v0.14.1
  • v0.14.0
  • v0.13.2
  • v0.13.1
  • v0.13.0
  • v0.12.1
  • v0.12.0
  • v0.11.0
  • v0.10.1
  • v0.10.0
  • v0.9.1
  • v0.9.0
  • v0.8.0
  • v0.7.6
  • v0.7.5
  • v0.7.4
  • v0.7.3
  • v0.7.2
  • v0.7.1
  • v0.7.0
  • v0.6.4
  • v0.6.3
  • v0.6.2
  • v0.6.1
  • v0.5.2
  • v0.5.1
  • v0.5.0
  • v0.4.3
  • v0.4.2
  • v0.4.1
  • v0.4.0
  • v0.3.1
  • v0.3.0
  • v0.2.2
  • v0.2.1
  • v0.2.0
  • v0.1.2
  • v0.1.1
  • v0.1.0

Indices and tables

• Index

• Module Index

• Search Page