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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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What I’m Checking Behind the Planter This Spring

Video: What I’m Checking Behind the Planter This Spring



This is the first episode of a new behind-the-scenes series on our farm.

Today I’m checking behind the planter looking at planting depth, seed-to-soil contact, and making sure we’re placing seed into moisture, even in a dry spring.

Everything can look good from the cab, but this is where you find out what’s really happening.

We also ran into a prescription issue that slowed us down, which is a good reminder that even when conditions are ideal, the little things still matter.

If you’re planting right now, it’s worth taking a few minutes to check behind your planter.