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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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White Mold in Winter Canola | Timing, Treatment & Taking Control | Pioneer Agronomy

Video: White Mold in Winter Canola | Timing, Treatment & Taking Control | Pioneer Agronomy

White mold can be one of the most damaging diseases in winter canola, but with the right approach, it doesn’t have to be.

In this video, Pioneer field agronomist Greg Pfeffer breaks down what to watch for, when to act, and how to stay ahead of infection. From early spring green-up to the critical 25% flowering stage, learn why timing is everything and how a preventative mindset can protect your yield.

This video also discusses fungicide strategies, including why multiple modes of action like Group 3, 7, and 11 offer the strongest defense. If you’re growing canola or considering it, this is your practical guide to smarter disease control in the field.