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CryoCast

CryoCast is a multimodal pipeline for predicting sea ice. It performs multi-modal data fusion across satellite, sensor and post-processed datasets to produce state-of-the-art sea-ice forecasts.

Example Arctic and Antarctic sea-ice concentration forecasts are shown below.

Arctic

Example CryoCast Arctic sea ice concentration forecast compared with observations

Antarctic

Example CryoCast Antarctic sea ice concentration forecast compared with observations

Getting started

  • User Guide - installation, configuration, and the cryocast CLI
  • API Reference - every public module, class, and function

Quick install

pip install git+https://github.com/alan-turing-institute/cryocast

Then run:

cryocast --help