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mdtanker/README.md

Hi everyone 👋

I am a Postdoc at Kiel University (CAU) who uses potential fields geophysics to study the Earth beneath the Antarctic Ice Sheet.

Python Packages

I currently maintain two Python packages:

  • PolarToolkit: This package provides many tools to help conduct polar/cryospheric research. This includes easily downloading and retrieving a wide range of datasets (i.e. imagery, topography, ice velocity), plotting functions for publication-quality maps and cross-sections, and many other helpful functions.
    polartoolkit repo card

  • Invert4Geom: This package allows users to perform 3D geometric gravity inversions for modeling the relief (topography) of an Earth layer, such as the Moho, the sediment-basement contact, or bathymetry. This package includes function for performing stochastic uncertainty analysis to give spatially-variable uncertainty estimates.
    invert4geom repo card

Research

Current research ⏳:

  • Developing a sub-Ice Shelf bathymetry model for Antarctica's Ross Ice Shelf from the inversion of airborne gravity data
    RIS inversion repo card

  • Using synthetic data to investigate bathymetry-gravity inversions and the effects on performance of aspects like data spacing, noise, and regional field strength
    Synthetic inversion repo card

Past research 💤:

Other research interests include:

  • geologic controls on ice dynamics
  • various applications of geometric non-linear gravity inversions
  • groundwater interactions with sub-ice hydrologic system
  • tectonic development of the Ross Embayment

Code

🔐 Check out the great Python packages from Fatiando.

harmonica repo card

Matt's GitHub stats

Top Langs

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  1. invert4geom invert4geom Public

    3D geometric gravity inversions

    Python 18 7

  2. polartoolkit polartoolkit Public

    Helpful tools for polar researchers

    Python 56 8

  3. RIS_basement_sediment RIS_basement_sediment Public

    Ross Ice Shelf basement depths and sediment thickness

    Jupyter Notebook 9 3

  4. RIS_gravity_inversion RIS_gravity_inversion Public

    Here we use airborne gravity data from Antarctica's Ross Ice Shelf region to perform a gravity inverison to model the sub ice shelf bathymetry.

    Jupyter Notebook 14 4

  5. research_repo_template research_repo_template Public template

    Template for creating repositories for research projects using Python

    Makefile

  6. synthetic_bathymetry_inversion synthetic_bathymetry_inversion Public

    Synthetic gravity inversions for sub-ice shelf bathymetry

    Jupyter Notebook 1