Skip to content

Reducing carbon emissions with AI: A revolutionary approach

Reducing carbon emissions with AI A revolutionary approach

Researchers at the University of Minnesota (UMN) are developing an artificial intelligence (AI) model to track farm emissions more accurately. This could help scientists and farmers determine the best practices to reduce greenhouse gasses. 

AI has the potential to be more accurate than other models, but researchers still need more data.

The challenge of farm emissions

Agriculture presents a complex challenge in the fight against climate change. The United Nations recognizes its potential to store carbon, yet it’s a major source of greenhouse gasses globally. 

Gasses emitted from farms, including carbon dioxide and nitrous oxide, contribute to climate change, according to the EPA. Despite the importance of measuring these emissions, accurately identifying their sources has proven difficult for scientists. 

However, recent research from the University of Minnesota suggests that AI, with some human guidance, could provide a solution to this challenge.

Climate science and agricultural practices

Recent study by researchers at the University of Minnesota (UMN) explores the potential of AI to figure out how much pollution farms create. 

This research was published in the science journal Nature Communications, on January 08, and addresses a long-time problem in climate science: precisely measuring how much greenhouse gas individual farms release.

Research indicates that combining process-based models, high-resolution data, and machine learning can address challenges in measuring carbon cycle dynamics. 

Studies in the U.S. Corn Belt show that this integrated approach, called Knowledge-Guided Machine Learning (KGML), performs better than traditional methods, offering 86% more detailed insights into soil organic carbon changes.

This information helps scientists evaluate the effectiveness of different strategies against climate change and offers practical advice to farmers for minimizing their environmental impact.

Best Crypto Exchange for Intermediate Traders and Investors

  • Invest in 70+ cryptocurrencies and 3,000+ other assets including stocks and precious metals.

  • 0% commission on stocks - buy in bulk or just a fraction from as little as $10. Other fees apply. For more information, visit

  • Copy top-performing traders in real time, automatically.

  • eToro USA is registered with FINRA for securities trading.

30+ million Users
eToro is a multi-asset investment platform. The value of your investments may go up or down. Your capital is at risk. eToro USA LLC does not offer CFDs, only real Crypto assets available. Don’t invest unless you’re prepared to lose all the money you invest.

Read Next:

Weekly Finance Digest

By subscribing you agree with Finbold T&C’s & Privacy Policy

Related posts