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 news Fueling the digital revolution: The rise of Data Centers in Saudi Arabia By Andrea Benito May 13, 2024 2 mins feature CEOs’ top priorities for IT leaders today Chief executives are displaying a deeper understanding of technology’s impact on achieving organizational objectives — and they are shifting their directives for IT leaders to ensure that impact is a success. By Mary Pratt May 13, 2024 11 mins Business IT Alignment Digital Transformation IT Strategy news analysis IBM’s watsonx.governance takes aim at AI auditing With regulation on the rise, IT leaders must ensure AI model safety and integrity. Big Blue believes it has an edge, offering audit trails, real-time monitoring, and platform flexibility. By Anirban Ghoshal May 13, 2024 6 mins IBM Generative AI Data Governance news Boomi burnishes API management capabilities The launch version of the framework comes with four agents — Boomi Answers, Boomi DesignGen, Boomi DataDetective, and Boomi Scribe. By John Leyden May 10, 2024 4 mins APIs PaaS 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