IBM and the open-source AI platform Hugging Face have jointly announced the discharge of the watsonx.ai geospatial foundation model. This remarkable AI model, developed using NASA’s satellite data, represents a big advancement in climate science and Earth research. The first objective of this partnership is to democratize access to AI and foster accelerated innovations in these crucial areas.

The realm of climate science faces a pressing challenge in accessing the most recent data, given the ever-changing environmental conditions. Despite a growing influx of knowledge—anticipated to succeed in 250,000 terabytes from recent missions by 2024—analyzing these extensive datasets stays a formidable task for scientists and researchers. To handle this concern, IBM developed an AI foundation model for geospatial data earlier this 12 months as a part of a Space Act Agreement with NASA.

By making the geospatial foundation model available on Hugging Face, a outstanding proponent of open-source AI models, the collaboration goals to facilitate greater cooperation and data sharing throughout the AI community. This move is anticipated to expedite the event of impactful solutions that profit the planet.

The geospatial foundation model was jointly trained on Harmonized Landsat Sentinel-2 satellite data (HLS) across the continental United States over a 12 months. The model has exhibited a powerful 15 percent enhancement over existing techniques while requiring only half the labeled data. The model might be adapted with further fine-tuning for various tasks, including deforestation tracking, crop yield prediction, and greenhouse gas detection and monitoring. IBM and NASA also collaborate with Clark University to explore applications reminiscent of time-series segmentation and similarity research.

IBM’s geospatial model harnesses its foundation model technology, a part of the corporate’s broader endeavor to create and train AI models for diverse tasks, leveraging knowledge transfer between scenarios. In July, IBM launched Watsonx, an AI and data platform empowering enterprises to scale and speed up the impact of advanced AI using reliable data. A business version of the geospatial model, integrated into the IBM Environmental Intelligence Suite (EIS), is scheduled for release later this 12 months.

In conclusion, the partnership between IBM and Hugging Face, fortified by NASA’s satellite data, represents a promising opportunity to drive scientific progress and deepen our understanding of the planet’s climate. The open-source nature of the model is poised to empower researchers and scientists worldwide in tackling pressing environmental challenges.

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