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Enhanced U.S. soil carbon mapping with AI

By Farms.com

The battle against climate change receives a significant boost from an innovative approach to measuring soil organic carbon. By employing machine learning to analyze extensive soil sample data, scientists have crafted a more precise continental-scale estimate of soil organic carbon in the United States, as reported in the Journal of Geophysical Research — Biogeosciences.  

This research underscores soil's pivotal role as a carbon sink and its capacity to impact climate change mitigation efforts. With nearly 50,000 soil samples from various U.S. regions analyzed, the study reveals how different environmental variables, including climate and vegetation, influence soil carbon levels.  

The approach not only rectifies inconsistencies in previous estimates but also paves the way for targeted land management strategies that could enhance carbon sequestration. This advancement is crucial for policymakers and land managers striving to implement climate-smart practices.  

The collaboration of experts from Emory University, Colorado State University, and several national laboratories, supported by the National Science Foundation and the U.S. Department of Energy, marks a significant step toward harnessing the power of soil in climate mitigation efforts.


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Gleaner S98 Combines in Action | Harvesting Wheat Near Preston, Kansas

Video: Gleaner S98 Combines in Action | Harvesting Wheat Near Preston, Kansas

Kansas Wheat Harvest is in full swing!
Join me near Preston, Kansas as this farm harvests its 2026 winter wheat crop with two new Gleaner S98 combines. One combine is equipped with a MacDon FD240 FlexDraper while the second runs a Gleaner (AGCO) draper head, giving viewers a chance to compare both harvesting setups in the same field.

Keeping the combines moving is a powerful Versatile 610 Delta Track pulling a tandem axle Brent 1598 grain cart, hauling wheat from the combines so harvest can continue without stopping.
If you enjoy modern farm equipment, wheat harvest, combines, grain carts, and seeing how farms operate across America, I think you'll enjoy this one.

Equipment featured:
Gleaner S98 Combines (2)
MacDon FD240 FlexDraper Header
Gleaner (AGCO) Draper Header
Versatile 610 Delta Track Tractor
Brent 1598 Tandem Axle Grain Cart

Filmed near Preston, Kansas during the 2026 winter wheat harvest.