公开(公告)号：US20220383428A1

公开(公告)日：2022-12-01

申请号：US17824845

申请日：2022-05-25

Applicant: CLIMATE LLC

Inventor： Jigyasa BHAGAT ,  James DELANEY ,  Thomas EICKHOFF ,  Gardar JOHANNESSON ,  Brian LUTZ ,  Nick OCHS ,  Harish SANGIREDDY ,  Yiwen XIANG

IPC: G06Q50/02 ,  G06Q10/06 ,  G06N7/00

Abstract: Systems and methods for use in identifying a set of candidate seeds for a target field based on a prediction model are provided. One example method includes accessing, by a computing device, data from a data server, the data including data representative of seeds harvested from at least one of a research growing space, a development growing space, and a field growing space; generating a yield delta prediction model, based on at least a portion of the accessed data; for each of a plurality of candidate seeds, automatically generating a probability of a yield delta for the candidate seed, relative to a target seed, exceeding a performance threshold, based on the generated model; identifying, by the computing device, a set of the candidate seeds, based on the probability of the respective candidate seed satisfying a defined threshold; and outputting, by the computing device, the identified set of seeds to a user.

公开(公告)号：US20230013476A1

公开(公告)日：2023-01-19

申请号：US17952965

申请日：2022-09-26

Applicant: Climate LLC

Inventor： Gardar JOHANNESSON ,  Maria TERRES ,  Moslem LADONI ,  Carlos CARRION ,  Nicholas CIZEK ,  Brian LUTZ ,  Ricardo LEMOS ,  James DELANEY

IPC: G05B13/04 ,  G06F17/18 ,  A01B79/00 ,  A01B79/02

Abstract: Systems and methods for utilizing a spatial statistical model to maximize efficacy in performing trials on agronomic fields are disclosed herein. In an embodiment, a system receives first yield data for a first portion of an agronomic field, the first portion of the agronomic field having received a first treatment, and second yield data, for a second portion of the agronomic field, the second portion of the agronomic field having received a second treatment that is different than the first treatment. The system uses a spatial statistical model and the first yield data to compute a yield value for the second portion of the agronomic field, the yield value indicating an agronomic yield for the second portion of the agronomic field if the second portion of the agronomic field had received the first treatment instead of the second treatment. Based on the computed yield value and the second yield data, the system selects the second treatment. In an embodiment, in response to selecting the second treatment, the system generates a prescription map, the prescription map including the second treatment. The system may also generate one or more scripts which, when executed by an application controller, cause the application controller to control an operating parameter of an agricultural implement to apply the second treatment.