geochem

Curated from repositories that make our lives as geoscientists, hackers and data wranglers easier or just more awesome

List of resources for mineral exploration and machine learning, generally with useful code and examples.

an open-sourced highly automated machine learning Python framework for data-driven geochemistry discovery

Going beyond BEDMAP2 using a super resolution deep neural network. Also a convenient flat file data repository for high resolution bed elevation datasets around Antarctica.

Mapping and monitoring deep subglacial water activity in Antarctica using remote sensing and machine learning, with ICESat-2!

Functions and example notebooks for using/comparing different methods of geochemical multivariate outlier detection.

Scripts and functions for a monitoring of air temperature in Antarctica using MODIS data and machine learning