Cognitive decision platform for honey value chain

A computer program product comprising a computer readable storage medium having program instructions embodied therewith, the program instructions executable by a device to cause the device to:

• receive images of a geographic region including catchment areas;
• run a first machine learning model with the images as input to identify resources in the catchment areas;
• run a second machine learning model with the identified resources to predict pollen and nectar concentration in the catchment areas;
• run a third machine learning model with at least the predicted pollen and nectar concentration to predict honey yield in each of the catchment areas;
• and
• determine placement of a swarm to at least one of the catchment areas.

A system comprising:

• a hardware processor;
• a memory device coupled with the hardware processor;
• the hardware processor configure to at least:
• receive images of a geographic region including catchment areas;
• run a first machine learning model with the images as input to identify resources in the catchment areas;
• run a second machine learning model with the identified resources to predict pollen and nectar concentration in the catchment areas;
• run a third machine learning model with at least the predicted pollen and nectar concentration to predict honey yield in each of the catchment areas;
• determine placement of a swarm to at least one of the catchment areas;
• and
• control an unmanned aerial vehicle to guide the swarm to the at least one of the catchment areas.