Abstract: Disclosed herein are methods and systems for anomaly detection within a field using images or sensor data. An anomaly detection process determines whether a pixel or a cluster of pixels fit within calculated or modeled expectations to identify an anomaly. The process can further analyze the anomaly to determine a likely cause. Example anomaly detection techniques account for intra-field inhomogeneity and for non-crop regions. Example anomaly detection techniques also can identify anomalous regions.

Abstract: Movable pipe supports are described herein. A movable pipe support can include a pipe support apparatus body having a slot sized to accommodate a first end of a lever arm positioned such that it extends through the slot, a pipe support structure attached to the first end of the lever arm and having an outer surface for contacting an outer surface of the pipe, and a pivot mechanism to allow the outer surface of the pipe support structure to continue to be in contact with the outer surface of the pipe while the pivot mechanism moves the outer surface of the pipe support structure along the outer surface of the pipe.

Abstract: The present disclosure provides compositions comprising a ligand and a fertilizer, including kits comprising the ligand. The disclosure also provides method of growing a plant, wherein the method comprises the step of contacting the plant with a composition comprising a ligand.

Abstract: Disclosed herein are methods and systems for anomaly detection within a field using images or sensor data. An anomaly detection process determines whether a pixel or a cluster of pixels fit within calculated or modeled expectations to identify an anomaly. The process can further analyze the anomaly to determine a likely cause. Example anomaly detection techniques account for intra-field inhomogeneity and for non-crop regions. Example anomaly detection techniques also can identify anomalous regions.

Abstract: The present disclosure provides compositions comprising a ligand and a fertilizer, including kits comprising the ligand. The disclosure also provides method of growing a plant, wherein the method comprises the step of contacting the plant with a composition comprising a ligand.

Abstract: A liquid transportation system includes a loading station where a liquid is loaded into a container of a delivery vehicle, and a drop off location where the delivery vehicle transfers the liquid into a storage tank. The storage tank includes a tank marker including a first identification device that generates a first signal. The first signal identifies a type of liquid to be stored in the storage tank. The delivery vehicle includes a product marker having a control system and a second identification device. The second identification device identifies a type of liquid contained in the container. The control system receives the first signal and the second signal and determines whether the type of the liquid stored in the container is the same as the type of liquid to be stored in the storage tank.

Abstract: A liquid transportation system includes a loading station where a liquid is loaded into a container of a delivery vehicle, and a drop off location where the delivery vehicle transfers the liquid into a storage tank. The storage tank includes a tank marker including a first identification device that generates a first signal. The first signal identifies a type of liquid to be stored in the storage tank. The delivery vehicle includes a product marker having a control system and a second identification device. The second identification device identifies a type of liquid contained in the container. The control system receives the first signal and the second signal and determines whether the type of the liquid stored in the container is the same as the type of liquid to be stored in the storage tank.

Abstract: A system for estimating a flow rate of an agrichemical includes a conduit delivering the agrichemical from a repository to an application in a field, and a flow meter connected in-line with the conduit. The flow meter provides an estimate of a flow rate of the agrichemical through the conduit.

Abstract: A liquid transportation system includes a loading station where a liquid is loaded into a container of a delivery vehicle, and a drop off location where the delivery vehicle transfers the liquid into a storage tank. The storage tank includes a tank marker including a first identification device that generates a first signal. The first signal identifies a type of liquid to be stored in the storage tank. The delivery vehicle includes a product marker having a control system and a second identification device. The second identification device identifies a type of liquid contained in the container. The control system receives the first signal and the second signal and determines whether the type of the liquid stored in the container is the same as the type of liquid to be stored in the storage tank.