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IceNet-MP

IceNet-MP 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 IceNet-MP Arctic sea ice concentration forecast compared with observations

Antarctic

Example IceNet-MP Antarctic sea ice concentration forecast compared with observations

Getting started

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

Quick install

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

Then run:

imp --help