Plugins by SteadfastAsArt

N-dimensional labeled arrays for geoscience. NetCDF, climate/ocean data, temporal aggregation, Dask integration. Use for multi-dimensional scientific data.

GSLIB-inspired geostatistics. Variograms, kriging, sequential Gaussian simulation. Use for geostatistical analysis and spatial estimation.

Geostatistics with scikit-learn API. Variogram fitting, ordinary kriging, directional analysis. Use for geostatistical interpolation with modern API.

Groundwater time series analysis and modelling. Transfer function models for well response to recharge/pumping. Use for hydrogeological time series analysis.

Landscape evolution and surface process modelling. Erosion, flow routing, hillslope diffusion. Use for geomorphological modelling.

Stereonet plots for structural geology. Great circles, poles, density contours, fold axis analysis. Use for structural orientation data visualization.

Geochemistry data analysis and visualization. REE spider diagrams, TAS classification, compositional transforms. Use for geochemical data analysis.

Ground-penetrating radar data processing. Dewow, gain, filters, velocity analysis, depth conversion. Use for GPR profile processing.

Magnetotelluric data processing and modelling. EDI files, impedance tensors, phase tensors, pseudosections. Use for MT data analysis.

Spatial data gridding and interpolation with ML-style API. Spline, linear, block reduction, cross-validation. Use for gridding scattered spatial data.

3D visualization and mesh analysis. Geological models, seismic volumes, point clouds, surfaces. Use for 3D geoscience visualization.

Data file fetching and caching. Download with checksum verification, archive extraction, data registries. Use for reproducible data downloads.

End-to-end seismic interpretation workflow from SEG-Y loading through signal processing, rock physics, and visualization.

Complete well log evaluation workflow from LAS/DLIS loading through QC, petrophysical analysis, lithology, and visualization.

3D geological modelling workflow from spatial data preparation through implicit surface modelling and 3D visualization.

Geophysical data inversion workflow from data loading through mesh creation, inversion, and result visualization.

Rock physics and AVO analysis workflow from well log preparation through elastic properties, fluid substitution, and synthetics.

3D geological modelling with implicit surfaces, faults, and folds. Use for structural geological modelling from field data.

Read, write, and manipulate SEG-Y seismic data files. Fast trace/header/inline/crossline access. Use when working with SEG-Y format seismic data.

Compute surface wave dispersion curves for layered Earth models. Rayleigh/Love wave phase and group velocities, sensitivity kernels. Use for surface wave analysis or tomography.

Read, write, and manipulate LAS well log files. Parse headers, extract curves, handle problematic files. Use when working with LAS format well data.

Well data analysis toolkit. Load wells from LAS, process curves, manage formation tops, multi-well projects. Use for well log analysis workflows.

Read and parse DLIS/LIS well log files. Extract curves, metadata, handle multi-frame files. Use when working with DLIS/RP66 format well logs.

Create, visualize, and analyze lithological and stratigraphic logs. Well correlation, net-to-gross ratios. Use for lithology columns and stratigraphic visualization.

Petrophysical analysis and formation evaluation. Calculate porosity, water saturation, permeability from well logs. Use for petrophysical interpretation.

3D structural geological modeling using implicit methods. Faults, folds, unconformities from surface points and orientations. Use for 3D geological model construction.

Seismology data processing with ObsPy. Read waveforms, fetch FDSN data, filter signals, remove instrument response, search earthquakes. Use when working with seismic waveforms or earthquake data.

Spatial data processing for GemPy geological modelling. Extract interfaces from maps, sample DEMs, convert GIS formats. Use for preparing geospatial data for 3D modelling.

Geophysical forward modelling and inversion framework. DC resistivity, magnetics, gravity, EM methods. Use for geophysical data inversion.

Symbolic PDE solver with automatic code generation. Seismic wave propagation, FWI, RTM. Use for finite-difference wave simulation.

Linear operators for inverse problems. Deconvolution, imaging, signal processing. Use for matrix-free inverse problems at scale.

Multi-method geophysical inversion framework. ERT, seismic refraction, IP. Use for near-surface geophysical data inversion.

Gravity and magnetic data processing and forward modelling. Terrain corrections, equivalent sources, derivative filters. Use for potential field analysis.

Geophysical equations and rock physics. AVO, Gassmann fluid substitution, wavelets, elastic moduli. Use for rock physics calculations and seismic modeling.