The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Jan. 31, 2023

Filed:

Apr. 09, 2020
Applicant:

Climate Llc, San Francisco, CA (US);

Inventors:

Dongming Jiang, Chesterfield, MO (US);

Herbert Ssegane, Maryland Heights, MO (US);

Shilpa Sood, Chesterfield, MO (US);

Xiao Yang, Chesterfield, MO (US);

Xuefei Wang, Creve Coeur, MO (US);

Assignee:

CLIMATE LLC, San Francisco, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06Q 30/06 (2012.01); G06Q 50/02 (2012.01); G06N 20/00 (2019.01); G06N 7/00 (2006.01); G06F 16/2458 (2019.01); G16B 20/00 (2019.01); A01B 79/00 (2006.01);
U.S. Cl.
CPC ...
G06Q 30/0631 (2013.01); G06F 16/2462 (2019.01); G06N 7/005 (2013.01); G06N 20/00 (2019.01); G06Q 50/02 (2013.01); G16B 20/00 (2019.02); A01B 79/005 (2013.01);
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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