SYSTEMS, METHODS AND DEVICES FOR USING MACHINE LEARNING TO OPTIMIZE CROP RESIDUE MANAGEMENT

SYSTEMS, METHODS AND DEVICES FOR USING MACHINE LEARNING TO OPTIMIZE CROP RESIDUE MANAGEMENT

Systems, methods and devices for using machine learning to optimize crop residue management are provided. Operations of such methods include receiving, using a processing circuit and from multiple of sensors, crop residue data of a surface of a soil area, receiving, into the processing circuit and f...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Anderson, Jr., John Richard, Bowers, Graham Hunter, Dyrud, Lars, Honeycutt, Clay
Format: Patent
Sprache:eng
Schlagworte:
AGRICULTURE
ANIMAL HUSBANDRY
CALCULATING
COMPUTING
COUNTING
FISHING
FORESTRY
HUMAN NECESSITIES
HUNTING
PARTS, DETAILS, OR ACCESSORIES OF AGRICULTURAL MACHINES ORIMPLEMENTS, IN GENERAL
PHYSICS
SOIL WORKING IN AGRICULTURE OR FORESTRY
TRAPPING
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Beschreibung
Zusammenfassung:Systems, methods and devices for using machine learning to optimize crop residue management are provided. Operations of such methods include receiving, using a processing circuit and from multiple of sensors, crop residue data of a surface of a soil area, receiving, into the processing circuit and from a location sensor, geographic location data that corresponds to the crop residue data and generating multizone tillage data that is based on the crop residue data and that corresponds to a plurality of zones that are defined in the soil area.