A soil apparatus (e.g., seed firmer) having a base portion for engaging in soil of an agricultural field, and the base portion is adapted for connection to an agricultural implement; a window in the base portion; a wear resistant insert disposed in or on the base portion in one or more locations selected from the group consisting of i) ahead of the window in a direction of travel of the soil apparatus through soil and disposed on the base portion, ii) ahead of the window in a direction of travel of the soil apparatus through soil and disposed in the base portion, wherein the base portion has a ground engaging portion, the ground engaging portion has a greater wear resistance than the base portion, iii) above the window, and iv) below the window.

A vehicle sink alert method and system that includes collecting image data, determining field conditions, calculating wheel sink depth, predicting vehicle sink events using wheel sink depth and field conditions, and activating an alert when a vehicle sink event is predicted. The method can include predicting vehicle sink events using GPS coordinates and historical vehicle sink data. The method can include determining and using vehicle motion to predict vehicle sink events. Predicting vehicle sink events can include forming a multi-dimensional model with positive sink points where vehicle sink events have occurred and negative sink points where vehicle sink events have not occurred; generating a current vehicle point using monitored and calculated data; determining whether the current vehicle point is within a positive sink region formed by the positive sink points; and predicting a vehicle sink event if the current vehicle point is within the positive sink region.

A vehicle sink alert method and system that includes collecting image data, determining field conditions, calculating wheel sink depth, predicting vehicle sink events using wheel sink depth and field conditions, and activating an alert when a vehicle sink event is predicted. The method can include predicting vehicle sink events using GPS coordinates and historical vehicle sink data. The method can include determining and using vehicle motion to predict vehicle sink events. Predicting vehicle sink events can include forming a multi-dimensional model with positive sink points where vehicle sink events have occurred and negative sink points where vehicle sink events have not occurred; generating a current vehicle point using monitored and calculated data; determining whether the current vehicle point is within a positive sink region formed by the positive sink points; and predicting a vehicle sink event if the current vehicle point is within the positive sink region.

A system that is able to vary a depth of a row cleaner by adjusting a downforce applied to the row cleaner to promote planting at a desired seed depth and soil moisture.

A system that is able to vary a depth of a row cleaner by adjusting a downforce applied to the row cleaner to promote planting at a desired seed depth and soil moisture.

Disclosed herein is a system for monitoring rocks in a field. The system includes at least one row unit having an opening disk, a gauge wheel, and a gauge wheel load sensor. The system further includes a processor and a storage media. In various implementations, the system evaluates gauge wheel load sensor data, vertical acceleration data, and/or down force bore pressure data to detect when a row unit strikes a rock. In some implementations, the system can detect the size of the rock, the location of the rock within the soil, and the severity of a rock strike.

Disclosed herein is a system for monitoring rocks in a field. The system includes at least one row unit having an opening disk, a gauge wheel, and a gauge wheel load sensor. The system further includes a processor and a storage media. In various implementations, the system evaluates gauge wheel load sensor data, vertical acceleration data, and/or down force bore pressure data to detect when a row unit strikes a rock. In some implementations, the system can detect the size of the rock, the location of the rock within the soil, and the severity of a rock strike.

A system for managing material accumulation relative to ground engaging tools of an agricultural implement may include a ground engaging tool and an acoustic sensor configured to generate data indicative of an acoustic parameter of a sound produced as the ground engaging tool engages the ground when a ground engaging operation is performed within a field. Additionally, the system may include a controller communicatively coupled to the acoustic sensor. The controller may be configured to monitor the data received from the acoustic sensor and determine a presence of material accumulation relative to the ground engaging tool based at least in part on the acoustic parameter.

An agricultural tracked vehicle has a ground drive including at least two ground drive wheels. Ground engagement elements are assigned to individual ground drive wheels and/or units comprising several ground drive wheels. An evaluation device is provided, which is configured for ascertaining an operating state of at least one of the ground engagement elements based at least on one or several state variables of the surroundings and/or vehicle-independent, device-specific sensor data.

An agricultural tracked vehicle has a ground drive including at least two ground drive wheels. Ground engagement elements are assigned to individual ground drive wheels and/or units comprising several ground drive wheels. An evaluation device is provided, which is configured for ascertaining an operating state of at least one of the ground engagement elements based at least on one or several state variables of the surroundings and/or vehicle-independent, device-specific sensor data.