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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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Patent Agency Ranking
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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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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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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5.发明公开公开(公告)号：US20230177589A1
公开(公告)日：2023-06-08
申请号：US18102552
申请日：2023-01-27
Applicant: CLIMATE LLC
Inventor： Dongming Jiang , Shilpa Sood , Herbert Ssegane , Xuefei Wang , Xiao Yang
IPC: G06Q30/0601 , G06F16/2458 , G06Q50/02 , G06N20/00 , G16B20/00 , G06N7/01
CPC classification number: G06Q30/0631 , G06F16/2462 , G06Q50/02 , G06N20/00 , G16B20/00 , G06N7/01 , A01B79/005
Abstract: An example computer-implemented method includes receiving a plurality of agricultural data records including yield properties of one or more products grown in a given field and continuous data indicative of multiple raw field features and specific to the given field. The method also includes transforming the raw field features into distinct feature classes and generating, using data from the plurality of agricultural data records and the distinct feature classes, genomic-by-environmental relationships between the one or more products. Further, the method includes generating, based at least in part on the genomic-by-environmental relationships, predicted yield performance for a set of products associated with one or more target environments, generating product recommendations for the one or more target environments based on the predicted yield performance for the set of products, and providing one or more instructions configured to cause display of the product recommendations.
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公开(公告)号：US11568467B2
公开(公告)日：2023-01-31
申请号：US16845052
申请日：2020-04-09
Applicant: CLIMATE LLC
Inventor： Dongming Jiang , Herbert Ssegane , Shilpa Sood , Xiao Yang , Xuefei Wang
Abstract: An example computer-implemented method includes receiving a plurality of agricultural data records including yield properties of products grown in fields and raw field features of the fields. The method also includes transforming the raw field features into distinct feature classes that characterize key features affecting yield of the one or more products, and generating, using data from the plurality of agricultural data records and the distinct feature classes, genomic-by-environmental relationships between one or more products, yield properties of the one or more products, and field features associated with the one or more products. Further, the method includes generating, based at least in part on the genomic-by-environmental relationships, predicted yield performance for a set of products associated with one or more target environments, generating product recommendations for the one or more target environments based on the predicted yield performance for the set of products, and providing one or more instructions configured to cause display of the product recommendations.
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