The model, which was developed on IBM’s watsonx.ai platform, will be openly available on Hugging Face, the company said. Credit: Thinkstock IBM on Thursday said it has partnered with the US space agency NASA to co-develop a foundation large language model based on geospatial data that it claims will help scientists and their organizations fight climate change. The open source model, which will be available on Hugging Face, was developed on IBM’s watsonx.ai platform and trained on Harmonized Landsat Sentinel-2 satellite data (HLS) over one year across the continental US before being fine-tuned on labelled data for flood and burn scar mapping — a scientific process to map large environmental fire incidents, the company said. While testing the accuracy of the model, researchers at IBM saw a 15% improvement in precision compared to existing learning models for mapping floods and burn scars from fires, using half as much labelled data. This improvement, according to the company, could speed up geospatial analysis by three to four times, and help reduce the amount of data cleaning and labelling required in training a traditional deep learning model. “With additional fine-tuning, the base model can be redeployed for tasks like tracking deforestation, predicting crop yields, or detecting and monitoring greenhouse gasses,” IBM said in a statement. The release of the model, according to both IBM and NASA, assumes significance because access to the latest geospatial data and analyzing them remains a significant challenge in climate science despite large amounts of data being added regularly. The model can act as the base to analyze datasets for advancing applications of AI in combating climate change. A commercial version of the geospatial model, which is part of IBM watsonx, will be made available through the IBM Environmental Intelligence Suite later this year, the company said. Related content feature New US CIO appointments, May 2024 Congratulations to these 'movers and shakers' recently hired or promoted into a new chief information officer, senior IT, or board role. By Martha Heller May 08, 2024 9 mins CIO Careers IT Leadership feature The extent Automic’s group CIO goes to reconcile data Cathy O'Sullivan, CIO editor-in-chief for APAC, recently sat with Marcelo Dantas, group CIO at Automic Group, to discuss completing one of the largest-ever registry services transitions in Australia, keeping pace with technology, and why cyberse By CIO staff May 08, 2024 9 mins CIO Cloud Native Data Quality feature Expion Health revamps its RFP process with AI The healthcare cost management firm built a customized AI tool to streamline an error-prone process for gaining new customers. Now, it’s considering selling the project for external use. By Grant Gross May 08, 2024 6 mins CIO 100 Healthcare Industry Digital Transformation feature Ways IT leaders can meet the EU AI Act head on The biggest mistake companies of all sizes could make is to put conformity before innovation, according to EU AI Act co-rapporteur Dragoș Tudorache. By Andrada Fiscutean May 08, 2024 6 mins CIO Military Regulation PODCASTS VIDEOS RESOURCES EVENTS SUBSCRIBE TO OUR NEWSLETTER From our editors straight to your inbox Get started by entering your email address below. Please enter a valid email address Subscribe