Farms.com Home   News

AI Tool to Help Farmers Measure Real-Time Crop Health from the Field

By Emily Dooley

Leaf Monitor, a new mobile tool backed by artificial intelligence and predictive modeling, could revolutionize how farmers monitor crops and make decisions by providing real-time nutrition and leaf trait information in the field. 

“Having this information is very valuable for the farmers,” said Alireza Pourreza, associate professor of Cooperative Extension and director of the Digital Agriculture Laboratory in the Department of Biological and Agricultural Engineering at the University of California, Davis. “In five seconds, they can have a sense of how much nutrition they have in a leaf.” 

Development of the AI model was funded by the U.S. Department of Agriculture’s National Institute of Food and Agriculture’s HiRes Vineyard Nutrition multistate project and its Animal and Plant Health Inspection Service, as well as the California Table Grape Commission.

Maha Afifi, director of viticulture research at the California Table Grape Commission, said the tool could be a game changer for the table grape industry if it leads to faster decision-making about fertilizer use. The right amount typically leads to healthier vines that produce more grapes with optimal size, weight and color.

Source : ucdavis.edu

Trending Video

Kansas Wheat Harvest 2026 | Three John Deere S7 700 Combines in Action

Video: Kansas Wheat Harvest 2026 | Three John Deere S7 700 Combines in Action

Kansas Wheat Harvest 2026 is underway near Alden, Kansas!

In this video, I spend time with Frederick Harvesting, a custom harvesting operation based in Alden, Kansas. Back at their home farm, three new John Deere S7 700 combines equipped with John Deere HDF40 draper heads work through a drought-stricken winter wheat crop while one of the farm's John Deere 8R 370 tractors pulls a Brent 1398 grain cart.

Most of the Frederick Harvesting crew was already busy cutting wheat in southwest Kansas, but these machines remained at home to finish up local fields. Throughout the video, I explain what is happening, discuss the effects of dry conditions on the crop, and capture plenty of aerial footage showing the combines working with the grain elevator at Alden in the background.