University researchers analyze data, predict corn yields with AI
Purdue University geomatics PhD candidate Claudia Aviles Toledo, working with her faculty advisors and co-authors Melba Crawford and Mitch Tuinstra, demonstrated the capability of a recurrent neural network to predict corn yields from several remote sensing technologies and environmental and genetic data.
“This is one of the first AI models to add plant genetics to the story of yield in multiyear large plot-scale experiments,” Tuinstra said. “Now, plant breeders can see how different traits react to varying conditions, which will help them select traits for future more resilient varieties. Growers can also use this to see which varieties might do best in their region.”
Read the full report over at Purdue.edu
Reinke launches E3 precision center pivot system
Reinke Manufacturing has unveiled E3, which the company says is the first precision series of center pivot systems.
The patented irrigation system offers accuracy and performance, ensuring consistent and efficient water management and distribution across diverse field conditions.
E3 is the first precision series of spans and end booms with uniform coupler spacing (in 30” and 60” intervals) to ensure a uniform water application rate the entire length of the system, exceeding previous water uniformity benchmarks.
E3 also includes a variety of new features:
- Customizable system configurations using precision spans.
- ReinLock, a new anti-racking truss system designed for superior strength.
- Reinke V-ring seals on every pipe connection.
- Unique single-leg tower design.
- ESAC, a series of Electronic Swing Arm Corners designed to irrigate corners for full-field accuracy.
E3 will be available for sale in select markets during the 2025 growing season.
Solinftec details Solix robot progress, challenges
Solinftec has shared an update on the first commercial season of its Solix application robot.
For the 2024 growing season there were 50 robots in use on farms in Indiana and Illinois, monitoring more than 65 million plants. Solix reduced herbicide volumes up to 98% and increased potential yields of row crops by 10%.
Solix is tackling three challenges faced by its customers:
- Chemical reduction: by reducing chemical usage, Solix brings a return on investment (ROI) and supports farmers in their efforts to optimize costs.
- Labor: the autonomy of Solix Sprayer Robots addresses labor challenges that many customers encounter in the market, reducing reliance on labor.
- Sustainability: Solix promotes sustainability by enabling farmers to produce more within the same area, effectively allowing them to achieve greater yields with fewer resources.
Looking ahead to 2025, Solinftec will be expanding its Solix platform into additional states in the U.S. heartland.
Topcon launches Value Line Steering solution
Topcon Agriculture is releasing its new Value Line Steering solution, which the company says is designed specifically for farmers using mid-range tractors on small to medium-sized farms.
The new offering represents a significant step in making autosteering technology accessible to a broader range of farmers.
The Value Line Steering solution is a technology package that includes a Global Navigation Satellite System (GNSS) receiver, electric steering wheel controller, touchscreen console, and Horizon Lite software. The system is compatible with front-wheel-steer tractors. Farmers also have the option to add local, satellite or RTK correction services for enhanced precision.
The Value Line Steering solution is available now through Topcon Agriculture’s global network of authorized dealers.
