公开(公告)号：US20250000014A1

公开(公告)日：2025-01-02

申请号：US18755470

申请日：2024-06-26

Applicant: CLIMATE LLC

Inventor： Charlie BEELER ,  Liaoliao CAO ,  Camila CASQUILHO ,  Lingxiu DONG ,  LeAnna GUERIN ,  Michael IBERG ,  Yixuan JI ,  Dongming JIANG ,  Michael JOHNSON ,  Meserret KARACA ,  Minkyu KIM ,  Matthew LAU ,  Bing LIU ,  Niloy MUKHERJEE ,  Martin NAVARRO ,  Azadeh Sanayi OSTOVAR ,  Rodrigo REJAILI ,  Matheus SALVADOR ,  Durai SUNDARAMOORTHI ,  Bijan TASLIMI ,  Huong TRAN ,  Nathan VANDERKRAATS ,  Diana WINDEMUTH ,  Hong ZHANG

IPC: A01C14/00 ,  G06N20/20 ,  G06Q10/04 ,  G06Q50/02

Abstract: Systems and methods for planting specified seed products in target growing spaces. An example method includes receiving a request for a planting recommendation related to seeding of a target growing space and, in response, determining, using one or more seed placement prediction models, a prediction output including a predicted yield for multiple seed products at the target growing space at each of one or more different weather conditions. The method also includes determining, using an optimization model, a seed planting recommendation output, based on at least the prediction output and at least one grower constraint parameter associated with the target growing space, where the seed planting recommendation output includes at least one of the multiple seed products, and then directing planting of the at least one of the multiple seed products at the target growing space based on the seed planting recommendation output.

公开(公告)号：US20230169428A1

公开(公告)日：2023-06-01

申请号：US18103061

申请日：2023-01-30

Applicant: CLIMATE LLC

Inventor： Jason Kendrick BULL ,  Tonya S. EHLMANN ,  Dongming JIANG ,  Timothy REICH ,  Samuel Alexander WIMBUSH ,  Yao XIE ,  Xiao YANG

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

CPC classification number: G06Q10/06313 ,  A01C21/005 ,  G06Q50/02 ,  A01B79/005

Abstract: Systems and methods are provided for managing hybrid seeds for planting. One example computer-implemented method includes receiving a first dataset of hybrid seeds for planting on a target field, where the first dataset includes probability of success values and historical agricultural data for the hybrid seeds, and selecting a subset of hybrid seeds of the first dataset based on the probability of success values. The method also includes generating representative yield values for the subset of hybrid seeds based on the historical agricultural data, generating risk values for the subset of hybrid seeds based on the historical agricultural data, and generating a second dataset of hybrid seeds for planting based on the risk values, the representative yield values, and properties for the target field. The method further includes causing displaying the representative yield values and the risk values related to the second dataset of hybrid seeds for planting.