公开(公告)号：US11796971B2

公开(公告)日：2023-10-24

申请号：US17977860

申请日：2022-10-31

Applicant: Climate LLC

Inventor： Carlos Carrion ,  Nicholas Cizek ,  James Delaney ,  Gardar Johannesson ,  Moslem Ladoni ,  Ricardo Lemos ,  Brian Lutz ,  Maria Terres

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

CPC classification number: G05B13/048 ,  A01B79/005 ,  A01B79/02 ,  G06F17/18

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 having received a first treatment, and second yield data for a second portion of the agronomic field having received a second treatment 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, where the yield value indicates 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 and generates a prescription map including the second treatment.

公开(公告)号：US12211109B2

公开(公告)日：2025-01-28

申请号：US18134523

申请日：2023-04-13

Applicant: CLIMATE LLC

Inventor： Christina Bogdan ,  Jason Kendrick Bull ,  Nicholas Charles Cizek ,  Tonya Ehlmann ,  Morrison Jacobs ,  Moslem Ladoni ,  Hunter Merrill ,  Timothy Reich ,  Brandon Rinkenberger ,  Aaron E. Robinson ,  Thomas Gene Ruff ,  Doug Sauder ,  Allan Trapp ,  Daniel Williams

IPC: G06Q50/02 ,  G06Q10/0631 ,  G06Q10/0637 ,  A01C21/00

Abstract: A system for implementing a trial a field is provided. In an embodiment, the system is configured to generate a trial recommendation for a field and, based on field data for the field, compute a yield probabilities for the field. The system is also configured to generate a plurality of outcome-based values for the field based on the yield probabilities, compute crop values for each of the outcome-based values and a bushel per acre value, and cause display of an interface that dynamically displays each of the plurality of outcome-based values for the field based on a selected bushel per acre value. The system is further configured to receive user input changing a position of an interactive sliding widget in the interface, to change the bushel per acre value, and in response, compute a crop value for each of the outcome-based values based on the changed bushel per acre value.

公开(公告)号：US20230050552A1

公开(公告)日：2023-02-16

申请号：US17977860

申请日：2022-10-31

Applicant: CLIMATE LLC

Inventor： Carlos Carrion ,  Nicholas Cizek ,  James Delaney ,  Gardar Johannesson ,  Moslem Ladoni ,  Ricardo Lemos ,  Brian Lutz ,  Maria Terres

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 having received a first treatment, and second yield data for a second portion of the agronomic field having received a second treatment 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, where the yield value indicates 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 and generates a prescription map including the second treatment.

公开(公告)号：US11796970B2

公开(公告)日：2023-10-24

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

CPC classification number: G05B13/048 ,  A01B79/005 ,  A01B79/02 ,  G06F17/18

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.

公开(公告)号：US11631040B2

公开(公告)日：2023-04-18

申请号：US16798002

申请日：2020-02-21

Applicant: CLIMATE LLC

Inventor： Thomas Gene Ruff ,  Jason Kendrick Bull ,  Nicholas Charles Cizek ,  Brandon Rinkenberger ,  Doug Sauder ,  Aaron E. Robinson ,  Timothy Reich ,  Hunter Merrill ,  Allan Trapp ,  Morrison Jacobs ,  Tonya Ehlmann ,  Daniel Williams ,  Christina Bogdan ,  Moslem Ladoni

IPC: G06Q10/06 ,  G06Q50/02 ,  G06Q10/0637 ,  G06Q10/0631

Abstract: A system for implementing a trial in one or more fields is provided. In an embodiment, an agricultural intelligence computing system receives field data for a plurality of agricultural fields. Based, at least in part, on the field data for the plurality of agricultural fields, the agricultural intelligence computing system identifies one or more target agricultural fields. The agricultural intelligence computing system sends, to a field manager computing device associated with the one or more target agricultural fields, a trial participation request. The server receives data indicating acceptance of the trial participation request from the field manager computing device. The server determines one or more locations on the one or more target agricultural fields for implementing a trial and sends data identifying the one or more locations to the field manager computing device. When the agricultural intelligence computing system receives application data for the one or more target agricultural fields, the agricultural intelligence computing system determines whether the one or more target agricultural fields are in compliance with the trial. The agricultural intelligence computing system then receives result data for the trial and, based on the result data, computes a benefit value for the trial.

公开(公告)号：US20230368112A1

公开(公告)日：2023-11-16

申请号：US18134523

申请日：2023-04-13

Applicant: CLIMATE LLC

Inventor： Christina Bogdan ,  Jason Kendrick Bull ,  Nicholas Charles Cizek ,  Tonya Ehlmann ,  Morrison Jacobs ,  Moslem Ladoni ,  Hunter Merrill ,  Timothy Reich ,  Brandon Rinkenberger ,  Aaron E. Robinson ,  Thomas Gene Ruff ,  Doug Sauder ,  Allan Trapp ,  Daniel Williams

IPC: G06Q10/0637 ,  G06Q50/02 ,  G06Q10/0631

CPC classification number: G06Q10/06375 ,  G06Q10/06313 ,  G06Q50/02

Abstract: A system for implementing a trial a field is provided. In an embodiment, the system is configured to generate a trial recommendation for a field and, based on field data for the field, compute a yield probabilities for the field. The system is also configured to generate a plurality of outcome-based values for the field based on the yield probabilities, compute crop values for each of the outcome-based values and a bushel per acre value, and cause display of an interface that dynamically displays each of the plurality of outcome-based values for the field based on a selected bushel per acre value. The system is further configured to receive user input changing a position of an interactive sliding widget in the interface, to change the bushel per acre value, and in response, compute a crop value for each of the outcome-based values based on the changed bushel per acre value.

公开(公告)号：US11487254B2

公开(公告)日：2022-11-01

申请号：US16723892

申请日：2019-12-20

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.