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 brandpost Sponsored by Canon NZ Why your business needs a cloud-based print management solution If your business isn’t using a cloud-based print management solution, you’re missing out on a range of efficiency, environmental and security benefits. By Canon New Zealand May 02, 2024 5 mins Managed Cloud Services opinion The cyber pandemic: AI deepfakes and the future of security and identity verification Attackers have seen huge success using AI deepfakes for injection and presentation attacks – which means we’ll only see more of them. Advanced technology can help prevent (not just detect them). By Aaron Painter May 02, 2024 5 mins Artificial Intelligence Security brandpost Sponsored by Cisco Transform the modern data center: From today to the future Embrace agility, elasticity, and cognitive intelligence capabilities for a data center strategy that’s performance-ready and sustainable for the future. By Murali Gandluru May 02, 2024 4 mins Networking brandpost Sponsored by TCS and Microsoft 5 keys to optimizing ROI on your Cloud Center of Excellence 5 keys to optimizing ROI on your Cloud Center of Excellence CoE adoption is on the rise – but success means evaluating relevance, staying connected, building a strong team, continuous innovation, and transforming culture. By Tata Consultancy Services May 02, 2024 2 mins Manufacturing Industry Cloud Computing 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