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

IPC: G06Q50/02 ,  G06N7/00

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.

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

IPC: G06Q10/06 ,  A01C21/00 ,  G06Q50/02 ,  A01B79/00

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.