AI: Modeling Oceans and Climate Change (AIMOCC 2021) Workshop was held in conjunction with the Ninth International Conference on Learning Representations (ICLR 2021) and hosted in virtual-only mode.

The goal of the workshop was to bring together researchers that are interested and/or applying AI and ML techniques to problems related to marine biology, modeling, and climate change mitigation. We also expected to attract natural science researchers interested in learning about and applying modern AI and ML methods. Consequently, the workshop will be a first stone on building a multi-disciplinary community behind this research topic, with collaborating researchers that share problems, insights, code, data, benchmarks, training pipelines, etc. Together, we aimed to ultimately address an urgent matter regarding the future of humankind, nature, and our planet.