Back

Discover CALS

See how our current work and research is bringing new thinking and new solutions to some of today's biggest challenges.

Share
  • Cornell Cooperative Extension
Impact: Agriculture and Food Systems

Relevance 

Precision crop load management is critical for New York apple growers to optimize fruit size, quality, and return bloom while managing labor and production costs. However, no single digital imaging tool currently meets monitoring needs across all stages of crop load management. The loss of several ag-technology providers has further limited available solutions, creating a need for continued evaluation of imaging technologies that support bloom, fruitlet, and fruit monitoring throughout the growing season.

Response

Cornell Cooperative Extension’s Lake Ontario Fruit Program partnered with a Wayne County apple grower to conduct a large on-farm research and demonstration trial. The project evaluated aerial and ground-based imaging systems, including drone-based bloom mapping, variable-rate spray technologies, and fruit growth models. Drone flights during peak bloom generated density maps to guide thinning decisions. Extension teams collected repeated fruit size measurements and conducted final fruit counts per tree to validate imaging outputs. Findings were shared through regional meetings, newsletters, email updates, and recorded presentations.

Results

The trial improved efficiency and accuracy of imaging tools for counting and mapping buds, blooms, and fruit. Digital systems captured crop load trends at orchard and tree levels, supporting more precise management decisions. More than 250 growers participated in educational meetings, and recorded sessions generated more than 1,500 views. While tools showed strong potential, limitations such as incomplete imaging due to occlusion and inconsistent performance across growth stages remain. Data from the project supports more targeted pruning, variable-rate spraying, and precision thinning.

Public Value

Evaluating digital tools for crop load management helps New York apple growers improve labor efficiency, optimize input use, and enhance fruit quality. Strengthening data-driven decision-making supports the long-term competitiveness of the state’s specialty crop industry while advancing practical innovation in agricultural technology.

Keep Exploring

Fungi

News

Fungal diseases can contribute up to 20% of staple crop losses and drug-resistant fungal infections lead to some 3.8 million human deaths, globally per year.

  • School of Integrative Plant Science
  • Plant Pathology and Plant-Microbe Biology Section
a woman wearing rubber gloves holds a plastic cassette is about to put it into a small square piece of tech with a touch screen

News

If you love an ice cream sundae in the summer or a latte while the snow flies, then you know how important it is for dairies to produce milk all year around. But to do that, they have to ensure that their cows become pregnant in a timely manner...
  • Dairy
  • Animal Science
  • PRO-DAIRY