Linux Foundation's 'AgStack Project' Plans First Dataset of the World's Agricultural Field Boundaries

The nonprofit Linux Foundation not only pays the salary of Linus Torvalds and Greg Kroah-Hartman. It also runs the AgStack Foundation, which seeks more efficient agriculture through "free, re-usable, open and specialized digital infrastructure for data and applications." And this week that Foundation announced a new open source code base for creating and maintaining a global dataset that's a kind of registry for the boundaries of agricultural fields to enable field-level analytics like carbon tracking, food traceability, and crop production.AgStack's Asset Registry dataset, the first of its kind in the world, is built and continuously updated using data from satellites and actual field registrations that contain information on boundaries, not ownership, which will then train machine learning models to ascertain more boundaries. Precise knowledge of field boundaries can help farmers, agricultural companies, and the public sector to monitor and manage crop production, study management practices (crop rotations, cover cropping, tillage, irrigation), determinants of productivity, pest and disease spread, and species diversity. By sharing reusable agricultural data, new insights can also be gleaned for global food security research and innovation. Crop field boundaries are the fundamental unit of addressing such datasets.... By leveraging computer science and artificial intelligence, members will create, curate, and maintain global field boundaries as an open source digital public good available for anyone to use. The project has the potential to unlock the next revolution of digital agri-services in public and private sectors, especially for smallholder farmers.... "We think that a public field boundary dataset can help turbocharge a lot of smart people and businesses focused on improving agriculture and food security around the world," said Professor David Lobell at The Center on Food Security and the Environment at Stanford University, who hosted the original research as the Gloria and Richard Kushel Director of the Center on Food Security and the Environment at Stanford University and the Benjamin Page Professor of Earth System Science. "We're excited to help bring this dataset to life." All code will be contributed under an open source license and will be governed by the AgStack community within the Linux Foundation, using open source and permissively licensed tools and processes. It's using code funded in part by the NASA Harvest Consortium.

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