Controlling ground engaging elements based on images
An agricultural machine has a communication component configured to receive a first data set and a second data set. The first and second data sets comprise indications of a soil parameter of a worksite. The first data set is captured at an earlier time than the second data set. The agricultural machine also has a controller configured to receive the first and second data sets and, based on the first and second data sets, generate a map of the worksite. The agricultural machine also has a controllable subsystem configured to receive a control signal from the controller. The control signal is generated based on both a position of the agricultural machine within the worksite and the generated map. The control signal is configured to control operator of the controllable subsystem.
1. A mobile machine comprising:
map generator logic configured to receive a first data set and a second data set, wherein the first and second data sets comprise indications of a soil parameter of a worksite, wherein the soil parameter comprises soil temperature, and wherein the first data set is captured at an earlier time than the second data set and, based on the first and second data sets, generate a soil temperature map of the worksite;
a controllable subsystem;
a controller configured to generate a control signal based on both a position of the agricultural machine within the worksite and the generated soil temperature map; and
a control system configured to control the controllable subsystem based on the control signal.
2. The mobile machine of claim 1 , and further comprising:
a sensor sensing, as the soil parameter, snow depth at various locations on the worksite.
3. The mobile machine of claim 2 , wherein the controller is configured to estimate soil moisture based on the snow depth indicated by the first and second data sets.
4. The mobile machine of claim 3 , wherein the controllable subsystem comprises a ground engaging implement and wherein the control signal controls a depth of engagement of the ground engaging implement based on the estimated soil moisture.
5. The mobile machine of claim 4 , wherein the first and second data sets are sensed by an image capture component on an unmanned aerial vehicle (UAV) and further comprising:
a communication component configured to receive the first and second data sets from the UAV.
6. The mobile machine of claim 5 , wherein the image capture component comprises a camera, and the first and second data sets comprise image data, captured by the camera, corresponding to the worksite.
7. The mobile machine of claim 6 , wherein the controller is configured to generate a third data set, wherein the third data set is an estimated future soil parameter value, the controller generating the control signal based on the estimated future soil parameter value.
8. The mobile machine of claim 4 , wherein the controllable subsystem comprises:
a depth control system on a planting machine that controls a planting depth.
9. The mobile machine of claim 3 , wherein the controllable subsystem comprises a chemical applicator, and wherein the control signal comprises an application rate control system that controls an application rate for the chemical applicator.
10. The mobile machine of claim 1 , wherein the map generator logic generates the soil temperature map by accessing a priori knowledge about the worksite to generate the soil parameter from the first and second data sets.
11. A method of adjusting a controllable subsystem on a mobile vehicle comprising:
receiving a first image of a worksite, captured at a first time;
receiving a second image of the worksite, captured at a second time, wherein the second time is different from the first time;
generating, using a processor, a differential soil parameter map of the worksite, wherein the differential soil parameter map is generated by analyzing the first and second images and deriving soil parameter information for the worksite;
generating a prescription for controlling a controllable subsystem, based on the differential map, wherein the prescription prescribes operation of the controllable subsystem within the worksite;
generating a control signal based on the prescription and based on a location of the mobile machine in the worksite; and
controlling the controllable subsystem based on the control signal.
12. The method of claim 11 , and further comprising:
identifying a soil temperature at the worksite, wherein generating the prescription comprises generating the prescription for controlling the controllable subsystem based on the identified soil temperature.
13. The method of claim 11 , and further comprising:
identifying a change in snow depth at the worksite based on the first and second images.
14. The method of claim 13 , wherein generating a differential soil parameter map comprises:
estimating a soil moisture based on the identified change in snow depth; and
generating a soil moisture map for the worksite based on the estimated soil moisture.
15. The method of claim 14 , wherein the controllable subsystem comprises a depth control mechanism on a soil engaging implement and wherein generating the control signal comprises:
generating the control signal to control the depth control mechanism.
16. The method of claim 13 , wherein the controllable subsystem comprises a chemical applicator, and generating the control signal comprises:
generating the control signal to control an application rate for the chemical applicator.
17. A method for generating a route for a mobile vehicle through a worksite, the method comprising:
receiving a geo-referenced indication of a soil moisture content for the worksite;
receiving a route specification corresponding to the mobile vehicle, wherein the route specification comprises a start point and an endpoint;
identifying suitable route information based on the geo-referenced indication of soil moisture content and a machine parameter indicative of a machine characteristic that affects an ability of the mobile vehicle to traverse soil based on soil moisture;
generating the route based on the suitable route information and the route specification; and
controlling the mobile vehicle to navigate through the worksite based on the generated route.
18. The method of claim 17 , wherein surfacing a user notification comprises:
identifying suggested modifications to the route specification; and
prompting the user to modify the route specification using the suggested modifications.