Digital modeling and tracking of agricultural fields for implementing agricultural field trials

A system comprising:

• one or more processors;
• a memory storing instructions which, when executed by the one or more processors, cause performance:
• receiving, at an agricultural intelligence computing system, field data for a plurality of agricultural fields;
• based, at least in part, on the field data for the plurality of agricultural fields, identifying one or more target agricultural fields;
• sending, to a field manager computing device associated with the one or more target agricultural fields, a trial participation request;
• receiving, from the field manager computing device, data indicating acceptance of the trial participation request;
• determining one or more locations on the one or more target agricultural fields for implementing a trial, wherein a subset of the application data comprises data received from one or more field sensors or one or more sensors integrated with an agricultural implement that executed the one or more implementation instructions at the one or more locations;
• sending data identifying the one or more locations and one or more implementation instructions;
• receiving application data for the one or more target agricultural fields while an agricultural implement is performing an agricultural activity on the one or more target agricultural fields;
• based on the application data, determining whether the one or more target agricultural fields are in compliance with the trial;
• determining that the one or more target agricultural fields are not in compliance with the trial while the agricultural implement is performing the agricultural activity on the one or more target agricultural fields and, in response thereto, identifying one or more additional locations on the one or more target agricultural fields for implementing the trial and causing displaying, through a graphical user interface executing on the field manager computing device, a warning indicating that the one or more target agricultural fields are not in compliance with the trial and identifying the one or more additional locations which would allow the one or more target agricultural fields to be in compliance with the trial;
• receiving result data for the trial;
• based on the result data, computing a benefit value for the trial.