fips.problems.flux.pipeline.FluxInversionPipeline#

class fips.problems.flux.pipeline.FluxInversionPipeline(config)[source]#

Abstract pipeline for atmospheric flux inversions.

Attributes

`problem`
`config`	Configuration object containing necessary parameters and settings for the pipeline.
`estimator`	The estimator to use for solving the inverse problem, either as a class or a string identifier.

Methods

`aggregate_obs_space`(obs, forward_operator, ...)	Aggregate the observation space.
`filter_state_space`(obs, prior)	Filter state space by removing intervals with insufficient observations.
`get_constant`(obs)	Get optional constant offset vector.
`get_forward_operator`(obs, prior)	Get forward operator matrix.
`get_inputs`()	Gather all input components for the inverse problem.
`get_modeldata_mismatch`(obs)	Get model-data mismatch covariance matrix.
`get_obs`()	Get observation vector.
`get_prior`()	Get prior state vector.
`get_prior_error`(prior)	Get prior error covariance matrix.
`run`([estimator_kwargs])	Run the flux inversion pipeline.
`summarize`()	Print a comprehensive statistical summary of the inversion results.