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：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：US12052943B1

公开(公告)日：2024-08-06

申请号：US17181956

申请日：2021-02-22

Applicant: CLIMATE LLC

Inventor： Hunter Merrill ,  Gardar Johannesson

IPC: A01C21/00 ,  G05D1/00 ,  G06N7/01 ,  G06N20/00

CPC classification number: A01C21/005 ,  G05D1/0016 ,  G05D1/0212 ,  G06N7/01 ,  G06N20/00

Abstract: Systems and methods for improving the training of machine learning models to generate probability distributions of yield values are presented. In an embodiment, a system stores a machine learning system trained to compute parameters for a probability distribution of yield values based on seeding density, seed type, and information specific to a field. The system receives inputs for a particular field and computes parameters for a probability distribution of yield. The system generates a probability distribution of yield using the parameters and uses the probability distribution to generate a yield guarantee value. The system supplies the yield guarantee value to a field manager computing device with a seed type and/or seed density recommendation. When the system receives input accepting the recommendation, the system generates one or more scripts which, when executed by an application controller, causes the application controller to control an agricultural implement to cause the agricultural implement to plant a seed on the field according to the recommendation.

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.