Flux Inversion

FluxProblem

Constructor

FluxProblem(obs, prior, forward_operator, ...)

Atmospheric flux inversion problem.

Attributes

FluxProblem.prior	Prior state vector.
FluxProblem.obs	Observation vector.
FluxProblem.estimator	Return the fitted estimator (raises if not solved).

Methods

FluxProblem.solve([estimator])	Solve the flux inversion problem using specified estimator.
FluxProblem.get_block(component, block[, ...])	Get block from a component (Vector or Matrix).

FluxInversionPipeline

Constructor

FluxInversionPipeline(config)

Abstract pipeline for atmospheric flux inversions.

Attributes

FluxInversionPipeline.problem
FluxInversionPipeline.estimator	The estimator to use for solving the inverse problem, either as a class or a string identifier.

Methods

FluxInversionPipeline.filter_state_space(...)	Filter state space by removing intervals with insufficient observations.
FluxInversionPipeline.run([estimator_kwargs])	Run the flux inversion pipeline.
FluxInversionPipeline.summarize()	Print a comprehensive statistical summary of the inversion results.

FluxPlotter

Constructor

FluxPlotter(inversion)

Plotting interface for FluxInversion results.

Attributes

FluxPlotter.fluxes([time, truth, x_dim, ...])	Plot prior and posterior flux maps.
FluxPlotter.concentrations([location, ...])	Plot observed, prior, and posterior concentrations.