Machine control using a predictive map
One or more information maps are obtained by an agricultural work machine. The one or more information maps map one or more agricultural characteristic values at different geographic locations of a field. An in-situ sensor on the agricultural work machine senses an agricultural characteristic as the agricultural work machine moves through the field. A predictive map generator generates a predictive map that predicts a predictive agricultural characteristic at different locations in the field based on a relationship between the values in the one or more information maps and the agricultural characteristic sensed by the in-situ sensor. The predictive map can be output and used in automated machine control.
1. An agricultural work machine comprising
a communication system that receives an 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 a residue characteristic 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 residue characteristic to the different geographic locations in the field based on the values of the agricultural characteristic in the information map and based on the value of the residue characteristic;
a controllable subsystem; and
a control system that generates a control signal to control the controllable subsystem based on the geographic position of the agricultural work machine and based on the predictive values of the residue characteristic in the functional predictive agricultural map.
2. The agricultural work machine of claim 1 , wherein the predictive map generator comprises:
a predictive residue subsystem characteristic map generator that generates a functional predictive residue subsystem characteristic map that maps predictions of a residue subsystem characteristic to the different geographic locations in the field.
3. The agricultural work machine of claim 2 , wherein the control system comprises:
a residue subsystem controller that generates a residue subsystem control signal, based on the geographic location and the functional predictive residue subsystem characteristic map, and controls a residue subsystem as the controllable subsystem based on the residue subsystem control signal.
4. The agricultural work machine of claim 3 , wherein the residue subsystem controller controls, a residue spreader of the residue subsystem based on the residue subsystem control signal.
5. The agricultural work machine of claim 1 , wherein the information map comprises a vegetative index map that maps, as the agricultural characteristic, vegetative index values to the different geographic locations in the field.
6. The agricultural work machine of claim 1 , wherein the information map comprises a moisture map that maps, as the agricultural characteristic, moisture values to the different geographic locations in the field.
7. The agricultural work machine of claim 1 , wherein the information map comprises a topographic map that maps, as the agricultural characteristic, topographic characteristic values to the different geographic locations in the field.
8. The agricultural work machine of claim 1 wherein the residue characteristic comprises a residue spread in one or more dimensions.
9. The agricultural work machine of claim 1 wherein the residue characteristic comprises residue uniformity.
10. The agricultural work machine of claim 1 wherein the control system further comprises:
an operator interface controller that generates a user interface map representation of the functional predictive agricultural map, the user interface map representation comprising a field portion with one or more markers indicating the predictive values of the residue characteristic at one or more geographic locations on the field portion.