A system and method that automatically monitors product use, such as the type and amount of agricultural and/or horticultural product stored in and dispensed from a cartridge over time and/or by geographic location. Monitored data are stored in memory such as a tag on the cartridge and may be transmitted to a server for storage, aggregation, and analysis. The cartridge may be authenticated before being authorized for use for the benefit of a current user in dispensing the product. The cartridge may be refilled after confirmation of authorization codes on the cartridge and refilling equipment tags. The cartridge may be calibrated automatically based on the bulk density or other parameter of the product in the cartridge. Data may be aggregated from a plurality of cartridges automatically. As-applied data from individual cartridges may be used to verify, independent of operator input, treated area coverage and product application rate.

Systems, implements, and methods for seed orientation during planting operations of agricultural plants of agricultural fields include a seed firmer having a base support to be positioned in operation in proximity to a trench for planting seed in the trench, a vision system coupled to the base support in operation to determine seed orientation data for a first seed in a pre-orientation position, and an actuator coupled to the base support. The actuator adjusts an orientation of a second seed to a desired seed orientation within the trench if desired based on the pre-orientation data for the first seed in the pre-orientation position.

A display unit is operationally connected to an agricultural implement to provide inputs and operational controls, as well as status and set up, of the implement. The display unit can be a touchscreen or other device that can receive inputs to set up, control, store information, and recall information associated with the operation of the implement. The display unit can provide a number of different types of inputs to allow for the control of the various components of the implement. Information shown, tracked, managed, communicated, or otherwise used by the system can be selected and set up by a user to customize the experience and to provide additional information useful for agricultural operations. The display unit can show and/or output alerts, messages, camera data, and/or other information based on aspects and/or functionality of the implement. The display unit can communicate with other display units associated with other agricultural implements.

A predictive path lookahead system is used with an agricultural vehicle and/or agricultural implement. A variety of factors relating to the vehicle and/or implement are input into the system in order to measure and process the vehicle and/or implement's motion. A navigation orientation tool is also input into the system. The system then generates a predicted lookahead trajectory and/or predicted future position of the vehicle and/or implement and can display the predicted lookahead trajectory and/or predicted future position to a user. The system can automatically turn ON and/or turn OFF a row unit or can manually alert a user when to do so based on the predicted trajectory of the implement. The system can engage in auto-steering to operate the vehicle and/or implement autonomously.

An agricultural machine includes a product application system comprising a plurality of actuatable applicator mechanisms. Each actuatable applicator mechanism configured to apply a substance on a field. An imaging system is configured to obtain image data indicative of plant matter on the field. A control system is configured to control one or more of the actuatable applicator mechanisms to apply the substance to a dispersal area on the field based on the image data, and generate a user interface display that displays a field map including a display element that represents the dispersal area on the field.

An agricultural nutrient applicator includes a container and a nutrient distribution assembly operably coupled to the container to deliver a nutrient from the container. A spectroscopic reflectance crop sense system is provided that includes an optical window. A presentation assembly is mounted to the agricultural nutrient applicator and is configured to position live plants in a field proximate the optical window of the spectroscopic reflectance crop sense system as the agricultural nutrient applicator moves. A controller is coupled to the spectroscopic reflectance crop sense system and the nutrient distribution assembly. The controller is configured to obtain, from the spectroscopic reflectance crop sense system, information indicative of a measured nutrient level in the live plants and determine a remedial nutrient amount based on the measured nutrient level and a target nutrient level. The controller controls the nutrient distribution assembly based on the remedial amount.

A mobile agricultural machine obtains an agricultural characteristic map indicative of agricultural characteristics of a field, wherein the agricultural characteristic map is based on data collected at or prior to a first time. The mobile agricultural machine obtains supplemental data indicative of characteristics relative to the worksite, the supplemental data collected after the first time. An agricultural characteristic confidence output, indicative of a confidence level in the agricultural characteristics indicated by the agricultural characteristic map, is generated based on the agricultural characteristic map and the supplemental data. In some examples, an action signal is generated to control an action of the mobile agricultural machine based on the agricultural characteristic confidence output.

A biasing system for use with an associated run selector device includes a valve body member movable within a housing between opposite first and second run selection positions selecting respective first and second commodity distribution runs of the associated run selector device. The biasing system includes a first biasing element on the housing, and a second biasing element on the valve body member. The first and second biasing elements are movable relative to each other between opposite first and second biasing system positions together with the associated valve body member being moved relative to the housing between the opposite first and second run selection positions. The first and second biasing elements are mutually biased against each other to urge each other apart and towards a one or the other of the opposite first and second biasing system positions.

Capturing data in a drone enabled environmental for testing soil and ecological decision making includes initiating, using a computer, collection of data from multiple sources using a drone. The data includes information about soil at a specified soil location, in response to the drone flying over air space of a physical or geographical location respective to the soil location and/or landing at the soil location. Soil data is received, as part of the data, from the drone in response to testing the soil. The testing of the soil can include conducting a ground soil density test using a frangible probe. The data is analyzed to determine a best location for seeding and growing a plant in the soil.

Capturing data in a drone enabled environmental for testing soil and ecological decision making includes initiating, using a computer, collection of data from multiple sources using a drone. The data includes information about soil at a specified soil location, in response to the drone flying over air space of a physical or geographical location respective to the soil location and/or landing at the soil location. Soil data is received, as part of the data, from the drone in response to testing the soil. The testing of the soil can include conducting a ground conductivity test using two or more probes coupled to respective landing pads of the drone, and positioning the drone over the soil location such that the two or more probes contact the soil. The data is analyzed to determine a best location for seeding and growing a plant in the soil.