SYSTEMS AND METHODS TO PREDICT HARVEST CYCLES USING NEURAL NETWORKS

    公开(公告)号:US20250063977A1

    公开(公告)日:2025-02-27

    申请号:US18742538

    申请日:2024-06-13

    Applicant: Gamaya SA

    Abstract: A method according to an embodiment includes receiving, at one or more processors, satellite image data, temperature measurement data, precipitation measurement data, and one or more agronomic parameters, associated with an agricultural land segment. The method also includes predicting, using the one or more processors and a first neural network, a biomass value associated with the agricultural land segment. The method also includes predicting, using the one or more processors and a second neural network, a sugar content value associated with the agricultural land segment. The method also includes predicting, using the one or more processors, a total sugar value associated with the agricultural land segment. Optionally, the method also includes optimizing harvest dates for a plurality of agricultural land segments that includes the agricultural land segment, based on one or more constraints.

    System and method for real-time crop management

    公开(公告)号:US12232438B2

    公开(公告)日:2025-02-25

    申请号:US18810722

    申请日:2024-08-21

    Abstract: The present invention discloses a method for selective crop management in real time. The method comprises steps of: (a) producing a biosensor plant, said biosensor plant comprises a visual biomarker, said biomarker is encoded by at least one modified genetic locus comprising (i) preselected reporter gene allele having a phenotype detectable by a sensor, and (ii) a regulatory region of a preselected gene allele responsive to at least one parameter or condition of said plant or its environment, said regulatory region is operably linked to said reporter gene, such that the expression of said reporter gene phenotype is correlated with the status of said at least one parameter or condition of said biosensor plant or its environment; (b) acquiring image data of a target area comprising a plurality of said biosensor plants via said sensor and processing said data to generate a signal indicative of the phenotypic expression of said reporter gene allele of said biosensor plant; and (c) communicating said signal to an execution unit communicably linked to the sensor, said execution unit is capable of exerting in real time a selective monitoring and/or treatment of said target area or a portion thereof comprising said biosensor plants, said treatment is being responsive to said status of said parameter or condition of the biosensor plant or its environment. The present invention further discloses systems and plants related to the aforementioned method.

    Methods for generating soil maps and application prescriptions

    公开(公告)号:US12211119B2

    公开(公告)日:2025-01-28

    申请号:US18382925

    申请日:2023-10-23

    Applicant: CLIMATE LLC

    Abstract: Methods and systems provided for generating an irrigation map. In one computer-implemented method, a user is instructed, by a computing device, to draw an irrigation boundary in a map of an agricultural field. In response, the computing device receives a first input, from the user, at the map of the agricultural field displayed to the user, where the input includes a point of the irrigation boundary. A second input is solicited from the user and, in turn, the computing device receives the second input, which defines a dimension of the irrigation boundary. The computing device then appends a shape of the irrigation boundary to the map, based on the point and the dimension, wherein the irrigation boundary is positioned based on the point indicated by the user.

    System and method for monitoring spray quality

    公开(公告)号:US12207586B2

    公开(公告)日:2025-01-28

    申请号:US17487336

    申请日:2021-09-28

    Abstract: An agricultural application is provided herein that includes a nozzle assembly positioned along a boom assembly and configured to selectively dispense an agricultural product therefrom. One or more sensors can be operably coupled with the boom assembly and can be configured to capture data associated with one or more application variables. A computing system can be communicatively coupled to the one or more sensors and to a display. The computing system can be configured to receive the data associated with the one or more application variables; convert the one or more application variables to a scaled integer to determine a spray quality index; generate a geo-located application map of the scaled integer; and present the geo-located application map on the display.

    Orchard vehicle and system
    7.
    发明授权

    公开(公告)号:US12198086B2

    公开(公告)日:2025-01-14

    申请号:US17867263

    申请日:2022-07-18

    Applicant: Bovi, Inc.

    Abstract: A method and system provide the ability to autonomously navigate an orchard cart in an orchard. Data is received from a sensor suite of the orchard cart into a computer. The sensor suite includes two or more sensors with at least one positional sensor and at least one perception sensor. Based on the data, the computer detects objects in the orchard. A row in the orchard consists of the objects. The orchard cart is autonomously navigated, via the computer, through the orchard. The navigation includes autonomously positioning the orchard cart a defined distance from the detected objects with respect to the row, and autonomously maintaining a defined speed of the orchard cart as the orchard cart is navigated down the row, such that the orchard cart avoids the detected object.

    Agricultural treatment control device

    公开(公告)号:US12193434B2

    公开(公告)日:2025-01-14

    申请号:US17437333

    申请日:2020-03-10

    Applicant: Carbon Bee

    Inventor: Gérald Germain

    Abstract: The invention relates to a collaborative agricultural field processing control device intended to be mounted on an agricultural machine (1), composed of a set of detectors (2) for weeds or leaf symptoms of deficiencies or diseases collaborating in the decision to control the treatment devices (3) of the agricultural field.

    CROP DETECTION SYSTEM AND/OR METHOD

    公开(公告)号:US20250008864A1

    公开(公告)日:2025-01-09

    申请号:US18891254

    申请日:2024-09-20

    Abstract: A system for crop detection and/or analysis can include a set of sensors; a plurality of Light-Emitting Diodes (LEDs); a computing system; a housing; and a set of thermal components. Additionally or alternatively, the system can include any other suitable components. A method for crop detection and/or analysis can include any or all of: activating a set of lighting elements; collecting a set of images; and processing the set of images. Additionally or alternatively, the method can include any or all of: actuating and/or otherwise activating a set of implements; training and/or updating (e.g., retraining) a set of models used in processing the set of images; and/or any other suitable processes.

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