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 CSO30 Awards: Introducing the top 30 security leaders in the UAE By Andrea Benito May 22, 2024 4 mins brandpost Sponsored by Huawei A Glance at the Intelligent Network Plans from Huawei Analyst Summit 2024 By Chris Barnard May 22, 2024 4 mins Digital Transformation Networking news PagerDuty seeks to ease incident response with generative AI The IR SaaS company has enhanced its PagerDuty Copilot to provide natural-language post-incident reviews, among other automation, summarization, and analysis features. By Evan Schuman May 22, 2024 4 mins Incident Response Generative AI Enterprise Applications how-to Download our enterprise architecture (EA) tools buyer’s guide From the editors of CIO, this enterprise buyer’s guide helps CIOs and other IT leaders understand what enterprise architecture (EA) can do for them and the kinds of tools available to do EA well. By Sarah K. White and Peter Wayner May 22, 2024 1 min Enterprise Architecture Development Tools Enterprise Buyer’s Guides 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