AI for Precision Viticulture & Canopy Management

Leverage AI, imagery, and in-field sensors to optimize canopy management, stress detection, and yield quality in vineyards.

Grape quality depends on precise canopy and stress management. AI processes satellite/UAV imagery and sensor data to guide pruning, irrigation, nutrition, and harvest timing for better yield and flavor profiles.

Targeted scouting routes with CV and mobile data.

Spray optimization and drift risk reduction.

Cluster counting/size estimation from UAV/CV.

live demo · related simulation● LIVE

EO/UAV imagery pipelines with cloud masking and tiling.

Field sensors and weather data; lab results for soil/leaf.

Feature store per block/row with historical actions.

Frequently asked questions

What types of APIs are available for use with mysimulator.uk's farm management and irrigation systems?

APIs to farm management/irrigation systems.

How does mysimulator.uk collect baseline imagery and sensor data for simulations?

mysimulator.uk requires users to input baseline imagery and sensor data, allowing for the mapping of field blocks and rows within the simulation environment.

What functionalities are available for generating vigor/stress maps and testing irrigation strategies?

The system allows users to generate vigor and stress maps based on simulated conditions, and then pilot irrigation or pruning zones to assess their effectiveness before implementing them in a real-world setting.

How can the disease risk and yield estimation models be applied within mysimulator.uk for informed decision-making?

Users can deploy these advanced models to predict potential disease risks and estimate crop yields, which then guides scouting efforts and targeted application of sprays or other interventions to optimize agricultural outcomes.

▶ Try it live

Everything above runs in your browser — open Hash Function Avalanche Visualizer and change the parameters while it is running. Nothing is installed, nothing is uploaded, the whole model lives in one tab.

▶ Open Hash Function Avalanche Visualizer simulation

AI for Precision Viticulture & Canopy Management | ML Knowledge Hub