IBM and NASA join forces to open source geospatial AI basic model to promote progress in climate science

News on August 4, according to foreign media Fagen Wasanni Technologies reported that IBM recently announced that it will join forces with NASA to use IBM’s watsonx.ai# on the open source AI platform Hugging Face. ## Combined with NASA satellite data, build an open source geospatial AI basic model. Officially stated that this model will become the largest geospatial basic model on Hugging Face and the first open source AI basic model established in cooperation with NASA.

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watsonx.ai AI Tools Page

In climate science, due to environmental conditions every day Changes occur, and obtaining up-to-date data remains a significant challenge. NASA estimates that by 2024, scientists will obtain 250,000 terabytes of data from new missions, but scientists and researchers still face certain obstacles in analyzing these large data sets, so IBM and NASA believe that it can Improve this situation with the power of AI.

As part of the Space Act Agreement with NASA, IBM earlier this year began building an AI foundation model for geospatial data watsonx.ai

.

▲ Picture sourcewatsonx.ai

AI tool page

After a year of cooperation, IBM and NASA use Harmonized Landsat Sentinel -2 satellite data jointly trained this model. Researchers are constantly optimizing the model, and the efficiency of the model has now increased by 15% compared with the initial release. In addition, officials said that the model has made some fine adjustments to the annotated data and can be used to track deforestation. , predicting crop yields, and detecting and monitoring greenhouse gases, among other tasks. In addition, researchers from IBM and NASA collaborated with Clark University to add scientific applications to the model, such as "time series segmentation" and "similarity research"

It is reported that IBM's

watsonx.ai

A commercial version of the geospatial model will be available later this year through the IBM Environmental Intelligence Suite (EIS). The open source version is currently available on Hugging Face. Interested friends of this site can visit

here.

Sriram Raghavan, Vice President of IBM Research AI, emphasizes the crucial role of open-source technologies in accelerating discoveries in critical areas such as climate change.IBM claims that through its reusability By combining AI systems with NASA’s Earth satellite data warehouse, humans can harness the power of collaboration to implement faster, more impactful solutions that improve our planet Hugging Face’s products and growth are responsible Jeff Boudier said that AI is a science-based field, and science can only make progress through information sharing and cooperation. Therefore, open source AI and model datasets are critical to the sustainable development of AI, as these resources ensure the technology is as widely available as possible

Kevin Murphy, NASA's Chief Scientific Data Officer, expressed his belief that Fundamental models have the potential to revolutionize methods of analyzing observational data, aiding in a better understanding of the Earth and fostering collaborative efforts for human development.

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