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mdtanker/README.md

Hi everyone πŸ‘‹

I am a Postdoc at the Lamont Doherty Earth Observatory 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

past research πŸ’€: Determining magnetic basement topography beneath the Ross Ice Shelf (GRL paper)

basement repo card

current research ⏳: Developing a constrained geometric gravity inversion algorithm, aimed at modeling density contrasts such a the Moho or basement

inversion repo card

Developing a sub-Ice Shelf bathymetry model from the inversion of airborne gravity data

RIS inversion repo card

future research πŸ”œ: Expanding the usability and documentation of the above inversion!

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

πŸ” 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 10 4

  2. polartoolkit polartoolkit Public

    Helpful tools for polar researchers

    Python 43 5

  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 12 3