EM tools#

Impedance-tensor analytics from pycsamt.emtools: survey inspection and quality control, dimensionality and strike analysis, static-shift and noise correction, spectra, transfer functions, and multi-station diagnostics — one worked example per module. Each example pairs with a narrative page in the EM tools guide.

Novel MT visualizations (pycsamt.emtools.advanced)

Novel MT visualizations (pycsamt.emtools.advanced)

CSAMT axial-anisotropy diagnostics (pycsamt.emtools.anisotropy)

CSAMT axial-anisotropy diagnostics (pycsamt.emtools.anisotropy)

Bostick depth and CSUMT survey design (pycsamt.emtools.csumt)

Bostick depth and CSUMT survey design (pycsamt.emtools.csumt)

Polar uncertainty diagnostics (pycsamt.emtools.diag)

Polar uncertainty diagnostics (pycsamt.emtools.diag)

Phase-tensor dimensionality: rule-based and dictionary-learned (pycsamt.emtools.dimensionality)

Phase-tensor dimensionality: rule-based and dictionary-learned (pycsamt.emtools.dimensionality)

CSAMT field-zone classification (pycsamt.emtools.fieldzone)

CSAMT field-zone classification (pycsamt.emtools.fieldzone)

Frequency editing, resampling, and QC (pycsamt.emtools.frequency)

Frequency editing, resampling, and QC (pycsamt.emtools.frequency)

Gradient-based CSAMT pseudo-sections (pycsamt.emtools.gradient_imaging)

Gradient-based CSAMT pseudo-sections (pycsamt.emtools.gradient_imaging)

Impedance-tensor diagnostics (pycsamt.emtools.impedance)

Impedance-tensor diagnostics (pycsamt.emtools.impedance)

First-look survey inspection (pycsamt.emtools.inspect)

First-look survey inspection (pycsamt.emtools.inspect)

L-curve regularization-parameter selection (pycsamt.emtools.lcurve)

L-curve regularization-parameter selection (pycsamt.emtools.lcurve)

Multi-station diagnostic panels (pycsamt.emtools.plot)

Multi-station diagnostic panels (pycsamt.emtools.plot)

Quality-control confidence scoring (pycsamt.emtools.qc)

Quality-control confidence scoring (pycsamt.emtools.qc)

Noise removal and spatial filtering (pycsamt.emtools.remove_noise)

Noise removal and spatial filtering (pycsamt.emtools.remove_noise)

Phase-tensor and Bahr skew diagnostics (pycsamt.emtools.skew)

Phase-tensor and Bahr skew diagnostics (pycsamt.emtools.skew)

Phased-array CSAMT transmitter design (pycsamt.emtools.source_array)

Phased-array CSAMT transmitter design (pycsamt.emtools.source_array)

CSAMT source overprint and near-field effects (pycsamt.emtools.source_effects)

CSAMT source overprint and near-field effects (pycsamt.emtools.source_effects)

Cross-spectra analysis and visualization (pycsamt.emtools.spectra)

Cross-spectra analysis and visualization (pycsamt.emtools.spectra)

Static-shift estimation, correction, and QC (pycsamt.emtools.ss)

Static-shift estimation, correction, and QC (pycsamt.emtools.ss)

Geoelectric strike estimation and visualization (pycsamt.emtools.strike)

Geoelectric strike estimation and visualization (pycsamt.emtools.strike)

Phase-tensor analysis and tensor editing (pycsamt.emtools.tensor)

Phase-tensor analysis and tensor editing (pycsamt.emtools.tensor)

Induction arrows and tipper diagnostics (pycsamt.emtools.tf)

Induction arrows and tipper diagnostics (pycsamt.emtools.tf)