Patent ID: 11871697
Assignee: DEERE & COMPANY
Field: Measurement (Instruments)
Classification: CPC A  G | IPC A  G

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