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 ADNOC, G42 and Presight partner to accelerate AI solutions By Andrea Benito May 06, 2024 3 mins Artificial Intelligence brandpost Sponsored by Huawei Leading infrastructure to accelerate electric power intelligence By David Sun, Vice President of Huawei, CEO of Electric Power Digitalization Business Unit, Huawei May 06, 2024 7 mins Energy Efficiency Huawei brandpost Sponsored by Broadcom How to govern with people-centric planning To succeed with people-centric planning, leaders need to take a different approach to governance. Leaders must produce key metrics and offer the autonomy to determine the best way to achieve those metrics. By Laureen Knudsen, Chief Transformation Officer, AOD, Broadcom May 06, 2024 3 mins Digital Transformation IT Leadership brandpost Sponsored by Avaya Staying agile in the contact center industry: The role of the connected agent A critical part of the “connected agent” strategy includes easy access to SMEs with a user experience that is simple…and AI is a core component. By Omar Javaid, Chief Product Officer, Avaya May 06, 2024 6 mins Digital Transformation 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