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 Appeal court overturns $1.6bn mainframe software ‘poaching’ ruling against IBM AT&T ‘independently decided” to replace BMC software, the appeals court found. By John Leyden May 03, 2024 3 mins Mainframes Legal news IBM and AWS forge global alliance, streamlining access to AI and hybrid cloud solutions This partnership will allow businesses in 92 countries access to IBM’s software products, including data technologies and AI, directly through the AWS Marketplace. By Gyana Swain May 03, 2024 5 mins Amazon Web Services Hybrid Cloud Artificial Intelligence feature UPS delivers customer wins with generative AI The multinational shipping company enlisted LLMs to automate customer message responses, reducing agent handle time and paving the way for genAI use across the enterprise. By Paula Rooney May 03, 2024 7 mins CIO 100 Generative AI Digital Transformation feature Scrum master certification: Top 13 certs for agile pros A Scrum master certification can prove you have the knowledge and competency to lead agile teams successfully. By Sarah K. White, Sharon Florentine May 03, 2024 16 mins Certifications Agile Development IT Skills 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