Patent ID: 11895948
Assignee: DEERE & COMPANY
Field: Measurement (Instruments)
Classification: CPC A  G | IPC A  G

Claim 0:
1. An agricultural system, comprising::
a controllable subsystem;
a communication system that receives a prior information map that includes values of a soil property corresponding to different geographic locations in a field;
a geographic position sensor that detects a geographic location of an agricultural work machine;
an in-situ sensor that detects a value of an agricultural characteristic corresponding to the geographic location;
a predictive model generator that generates a predictive model that models a relationship between the soil property and the agricultural characteristic based on a value of the soil property in the prior information map at the geographic location and the value of the agricultural characteristic sensed by the in-situ sensor corresponding to the geographic location;
a predictive map generator that generates a functional predictive agricultural map of the field, that maps predictive values of the agricultural characteristic to the different geographic locations in the field, based on the values of the soil property in the prior information map and based on the value of the agricultural characteristic detected by the in-situ sensor; and
a control system that generates a control signal to control the controllable subsystem based on the functional predictive agricultural map.