In an important step towards the provision of advanced geospatial AI technology available to everyone, IBM and NASA have joined forces to Release the largest geospatial foundation model of the AI of the opening open to the face of the embraceA well-known platform for models of transformers. This collaboration aims to revolutionize climate science, accelerate environmental discoveries and provide researchers with new tools to understand and meet all the challenges posed by climate change on our planet.
Climate change has brought an urgent need for rapid and precise analysis of land landscape changes. To meet this need, IBM and NASA embarked on a collaborative trip six months ago, striving to develop an AI model capable of effectively analyzing satellite images. This ambitious enterprise was motivated by the desire to make 250,000 drugs narcotic to NASA mission data more accessible and useful for scientific information.
Satellite data play a key role in climate science, offering a complete view of earth systems, including weather conditions, atmospheric composition and land use changes. However, the volume of data generated by modern satellites has a formidable challenge. The decision to create an AI foundation model specially designed for geospatial data testifies to the growing importance of AI in improving data analysis and scientific understanding.
This shared vision has now resulted in the publication of the AI geospatial foundation model on Face. Like the largest geospatial model hosted on this platform, the model has an impressive ability to analyze geospatial data up to four times faster than cutting-edge learning models, while only using half of the labeled data. The model should also be integrated into IBM and IBM data platform, WatsonxOffering commercial applications through the IBM Environmental Intelligence Suite (EIS) in the near future.
Jeff Boudier, product manager and growth in Hugging Face, stressed the importance of open-source AI in progression technology for the benefit of all. He said: “AI remains a field focused on science, and science can only progress through sharing and collaboration of information. This is why open source AI and the open version of models and data sets are so fundamental for the continuous progress of AI and ensuring that technology will benefit as many people as possible.”
The IBM foundation model maintains the potential to transform the way in which observation data is analyzed, allowing a better understanding of the dynamics of our planet. The model has already been configured to map the extent of past floods and forest fires in the United States, crucial to predict future risk areas. In addition, the versatility of the model makes it adaptable to various tasks, such as monitoring deforestation, prediction of crop yields or greenhouse gases.
The effort of collaboration between IBM and NASA illustrates the power of synergy in the scientific community. By sharing resources and expertise, the two organizations have paved the way for future innovations. Researchers from the two organizations, as well as the Clark University, work on the adaptation of the model for various applications, including segmentation of chronological series and the search for similarities.
IBM's commitment to open-source initiatives reflects its dedication to making AI accessible to a wider audience. This adventure is aligned with the open source scientific initiative of NASA, aimed at promoting an inclusive and collaborative scientific community. While we enter the year of open science of NASA, we celebrate the potential for sharing data open to stimulate the discoveries, innovations and solutions that contribute to a more sustainable and resilient planet.
The collaboration between IBM and NASA not only underlines the vital role of AI in the resolution of complex global challenges, but also highlights the transformer potential of open source technology. With the publication of this revolutionary model of the AI geospatial foundation, the scientific community is ready to unlock new horizons to understand the complex dynamics of our planet and accelerate the discoveries related to the climate. Thanks to collective efforts and open collaboration, we take a significant step forward in the formation of a better future for Earth and all its inhabitants.
