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公开(公告)号：US20230351226A1
公开(公告)日：2023-11-02
申请号：US18114936
申请日：2023-02-27
Applicant: CLIMATE LLC
Inventor： Jason K. Bull , Tonya S. Ehlmann , Dongming Jiang , Brian Lutz , James C. Moore, III , Timothy Reich , Herbert Ssegane , Guomei Wang , Xuefei Wang , Liwei Wen , Xiao Yang
Abstract: An example computer-implemented method includes receiving agricultural data records comprising a first set of yield properties for a first set of seeds grown in a first set of environments, and receiving genetic feature data related to a second set of seeds. The method further includes generating a second set of yield properties for the second set of seeds associated with a second set of environments by applying a model using the genetic feature data and the agricultural data records. In addition, the method includes determining predicted yield performance for a third set of seeds associated with one or more target environments by applying the second set of yield properties, and generating seed recommendations for the one or more target environments based on the predicted yield performance for the third set of seeds. In the present example, the method also includes causing display of the seed recommendations.
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2.发明授权公开(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.
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公开(公告)号：US11568340B2
公开(公告)日：2023-01-31
申请号：US15807872
申请日：2017-11-09
Applicant: CLIMATE LLC
Inventor： Tonya S Ehlmann , Xiao Yang , Dongming Jiang , Jason Kendrick Bull , Samuel Alexander Wimbush , Yao Xie , Timothy Reich
Abstract: Techniques are provided for generating target success group of hybrid seeds for target fields include a server receiving agricultural data records that represent crop seed data describing seed and yield properties of hybrid seeds and first field geo-location data for agricultural fields where the hybrid seeds were planted. The server receives second geo-locations data for target fields where hybrid seeds are to be planted. The server generates a dataset of hybrid seed properties that include yield values and environmental classifications for hybrid seeds and then a dataset of success probability scores that describe the probability of a successful yield on the target fields based on the dataset of hybrid seed properties and the second geo-location data. The server generates target success yield group of hybrid seeds and probability of success values based on success probability scores and a yield threshold. The server causes display of the target success yield group.
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4.发明授权公开(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.
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公开(公告)号：US11593674B2
公开(公告)日：2023-02-28
申请号：US16662369
申请日：2019-10-24
Applicant: CLIMATE LLC
Inventor： Dongming Jiang , Herbert Ssegane , James C. Moore, III , Jason K. Bull , Liwei Wen , Timothy Reich , Tonya S. Ehlmann , Xiao Yang , Xuefei Wang , Brian Lutz , Guomei Wang
Abstract: An example computer-implemented method includes receiving agricultural data records comprising a first set of yield properties for a first set of seeds grown in a first set of environments, and receiving genetic feature data related to a second set of seeds. The method further includes generating a second set of yield properties for the second set of seeds associated with a second set of environments by applying a model using the genetic feature data and the agricultural data records. In addition, the method includes determining predicted yield performance for a third set of seeds associated with one or more target environments by applying the second set of yield properties, and generating seed recommendations for the one or more target environments based on the predicted yield performance for the third set of seeds. In the present example, the method also includes causing display, on a display device communicatively coupled to the server computer system, the seed recommendations.
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Patent Agency Ranking
公开(公告)号：US12039463B2
公开(公告)日：2024-07-16
申请号：US18114936
申请日：2023-02-27
Applicant: CLIMATE LLC
Inventor： Jason K. Bull , Tonya S. Ehlmann , Dongming Jiang , Brian Lutz , James C. Moore, III , Timothy Reich , Herbert Ssegane , Guomei Wang , Xuefei Wang , Liwei Wen , Xiao Yang
Abstract: An example computer-implemented method includes receiving agricultural data records comprising a first set of yield properties for a first set of seeds grown in a first set of environments, and receiving genetic feature data related to a second set of seeds. The method further includes generating a second set of yield properties for the second set of seeds associated with a second set of environments by applying a model using the genetic feature data and the agricultural data records. In addition, the method includes determining predicted yield performance for a third set of seeds associated with one or more target environments by applying the second set of yield properties, and generating seed recommendations for the one or more target environments based on the predicted yield performance for the third set of seeds. In the present example, the method also includes causing display of the seed recommendations.
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公开(公告)号：US12020177B2
公开(公告)日：2024-06-25
申请号：US17313504
申请日：2021-05-06
Applicant: CLIMATE LLC
Inventor： Shilpa Sood , Matthew Sorge , Nikisha Shah , Timothy Reich , Herbert Ssegane , Jason Kendrick Bull , Tonya S. Ehlmann , Morrison Jacobs , Susan Andrea Macisaac , Bruce J. Schnicker , Yao Xie , Allan Trapp , Xiao Yang
CPC classification number: G06N5/04 , A01B79/005 , G06N20/00
Abstract: Embodiments generate digital plans for agricultural fields. In an embodiment, a model receives digital inputs including stress risk data, product maturity data, field location data, planting date data, and/or harvest date data. The model mathematically correlates sets of digital inputs with threshold data associated with the stress risk data. The model is used to generate stress risk prediction data for a set of product maturity and field location combinations. In a digital plan, product maturity data or planting date data or harvest date data or field location data can be adjusted based on the stress risk prediction data. A digital plan can be transmitted to a field manager computing device. An agricultural apparatus can be moved in response to a digital plan.
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公开(公告)号：US11861737B1
公开(公告)日：2024-01-02
申请号：US16555512
申请日：2019-08-29
Applicant: CLIMATE LLC
Inventor： Jason Kendrick Bull , Timothy Reich , Yao Xie , Xiao Yang , Tonya S. Ehlmann
IPC: G06Q50/02 , G06Q10/0635 , G06Q10/0631 , A01C14/00
CPC classification number: G06Q50/02 , A01C14/00 , G06Q10/0635 , G06Q10/06315
Abstract: A server computer system receives a dataset of candidate hybrid seeds for planting on one or more target fields, which comprises data regarding one or more hybrid seeds, probability of success values associated with each of the one or more hybrid seeds that describe a probability of a successful yield, and historical agricultural data associated with each of the one or more hybrid seeds further receives one or more properties for one or more target fields, and selects a subset of the one or more hybrid seeds based on the probabilities of success values. The server computer system generates representative yield values for hybrid seeds in the subset based on the historical agricultural data, generates a dataset of risk values for the subset, which describes an amount of risk associated with the representative yield values for each hybrid seed in the subset based on the historical agricultural data associated with each hybrid seed in the subset, and selects a list of target hybrid seeds from the subset for planting on the one or more target fields based on the dataset of risk values, the representative yield values for the subset, and the one or more properties for the one or more target fields. In addition, the server computer system generates a prescription related to planting the list of target hybrid seeds in the one or more target fields for a next period determines a safety stock for the list for the next period with respect to a supply chain based on the prescription, and causes displaying values of the safety stock, thereby causing production of the safety stock.
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9.发明公开公开(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.
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公开(公告)号：US11562444B2
公开(公告)日：2023-01-24
申请号：US15807876
申请日：2017-11-09
Applicant: CLIMATE LLC
Inventor： Timothy Reich , Xiao Yang , Matthew Sorge , Tonya S Ehlmann , Jason Kendrick Bull , Bruce J. Schnicker , Yao Xie
Abstract: Techniques are provided for generating a set of target hybrid seeds with optimal yield and risk performance, including a server receiving a candidate set of hybrid seeds along with probability of successful yield values, associated historical agricultural data and property information, and selecting a subset of the hybrid seeds that have probability of success values greater than a filtering threshold. The server generates representative yield values for hybrid seeds based on the historical agricultural data and risk values for each hybrid seed. The server generates a dataset of target hybrid seeds for planting based on the risk values, the yield values, and the properties for the target fields. The dataset of target hybrid seeds includes target hybrid seeds that meet a specific threshold for a range of risk values. The server causes display of the dataset of target hybrid seeds including yield values and risk values for the target fields.
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