A residue management system or method can be implemented for an agricultural harvester that includes a residue processing system. A sensor arrangement can be in communication with one or more components of the residue processing system. The sensor arrangement can be configured to measure indicators of a mass flow rate of the crop residue through the crop residue system across a width of a stream of the crop residue.

A method of harvesting a seed from a rooted plant utilizing a seed harvester. The method includes dislodging the seed from the rooted plant via a seed dislodging system on the seed harvester by contacting the rooted plant with at least one of a plurality of dislodging members of the seed dislodging system. The method also includes collecting the seed via a seed collection system on the seed harvester. The method further includes transporting the seed via a seed transport system on the seed harvester from the seed collection system to a seed isolation system on the seed harvester. The method also includes isolating the seed from a waste material via the seed isolation system. A seed harvester is also included.

A method of harvesting a seed from a rooted plant utilizing a seed harvester. The method includes dislodging the seed from the rooted plant via a seed dislodging system on the seed harvester by contacting the rooted plant with at least one of a plurality of dislodging members of the seed dislodging system. The method also includes collecting the seed via a seed collection system on the seed harvester. The method further includes transporting the seed via a seed transport system on the seed harvester from the seed collection system to a seed isolation system on the seed harvester. The method also includes isolating the seed from a waste material via the seed isolation system. A seed harvester is also included.

The present invention relates to the field of producing particular metabolites of interest by engineered crop plants such as transgenic crop plants. Provided are methods that are easily applicable by farmers to determine when the metabolites of interest hake reached an optimal content in the plant. These methods also help to facilitate decisions about the timeframe for preparing harvest or harvesting the engineered crop plant.

An agricultural system for determining crop loss of an agricultural harvester may include a support beam extending along a lateral direction between first and second lateral ends, and one or more impact sensors supported on the support beam. Each of the one or more impact sensors is configured to generate data indicative of a crop impact location of each crop impact of a plurality of crop impacts on the support beam between the first and second lateral ends. Additionally, the agricultural system may include a computing system communicatively coupled to the one or more impact sensors, where the computing system is configured to determine the crop impact location of each crop impact of the plurality of crop impacts on the support beam between the first and second lateral ends based at least in part on the data from the one or more impact sensors.

Disclosed herein are handheld seed harvesters comprising: an elongate handle housing a driveshaft; a motor engaged with the elongate handle and the driveshaft; a reel rotatably and demountably engaged with the elongate handle and driveshaft by way of a quick-release system at an end opposite the motor, the reel having a plurality of filaments for removing seeds from plants extending outward therefrom; a hopper partially housing the reel for collecting the seeds; a handle assembly secured to the elongate handle and the hopper; and a shoulder strap securable to the elongate handle for carrying the harvester.

Disclosed herein are handheld seed harvesters comprising: an elongate handle housing a driveshaft; a motor engaged with the elongate handle and the driveshaft; a reel rotatably and demountably engaged with the elongate handle and driveshaft by way of a quick-release system at an end opposite the motor, the reel having a plurality of filaments for removing seeds from plants extending outward therefrom; a hopper partially housing the reel for collecting the seeds; a handle assembly secured to the elongate handle and the hopper; and a shoulder strap securable to the elongate handle for carrying the harvester.

A combine header comprising a header table with a knife extending along the front lower edge thereof. Seed pans are evenly spaced and extend forward from the front lower edge of the header table and slot is formed between them. At a middle portion of each slot a stripping plate slopes upward, outward, and rearward from a middle first point on a first one of the sidewalls forming the slot to an upper stripping edge of the stripping plate. The upper stripping edge is located above a top rear edge of a second one of the sidewalls forming the slot and aligned with same such that a vertically oriented stripping gap is formed between the upper stripping edge of the stripping plate and the top rear edge of the second one of the sidewalls. A rotating reel moves material from the seed pans rearward onto the header table.

A combine header comprising a header table with a knife extending along the front lower edge thereof. Seed pans are evenly spaced and extend forward from the front lower edge of the header table and slot is formed between them. At a middle portion of each slot a stripping plate slopes upward, outward, and rearward from a middle first point on a first one of the sidewalls forming the slot to an upper stripping edge of the stripping plate. The upper stripping edge is located above a top rear edge of a second one of the sidewalls forming the slot and aligned with same such that a vertically oriented stripping gap is formed between the upper stripping edge of the stripping plate and the top rear edge of the second one of the sidewalls. A rotating reel moves material from the seed pans rearward onto the header table.

A method and system for controlling the quality of harvested grains include capturing, by one or more image sensors, one or more images of material at a sampling location within a grain elevator of the combine harvester. The captured images are defined by a set of image pixels represented by image data and having a classification feature indicative of grain or non-grain material. One or more controllers receive the image data associated with the one or more images captured by the image sensor(s) and select a sample image defined by a subset of image pixels of the set of image pixels. The controller(s) apply a convolutional neural network (CNN) algorithm to the image data of the subset of image pixels of the selected sample image to determine the classification feature. The controller(s) analyze the determined classification feature to adjust an operational parameter of the combine harvester.