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:
Jul. 22, 2025

Filed:

Jul. 19, 2023
Applicant:

Climate Llc, Saint Louis, MO (US);

Inventors:

Nick Cisek, San Francisco, CA (US);

Nick Koshnick, San Francisco, CA (US);

Haitao Xiang, Chesterfield, MO (US);

Xianyuan Yang, Pleasanton, CA (US);

Assignee:

CLIMATE LLC, Saint Louis, MO (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G01V 20/00 (2024.01); A01B 76/00 (2006.01); A01B 79/00 (2006.01); G01N 21/17 (2006.01); G01N 21/31 (2006.01); G01N 21/359 (2014.01); G01N 33/00 (2006.01); G01N 33/24 (2006.01); G01W 1/10 (2006.01); G06F 30/27 (2020.01); G06F 111/06 (2020.01); G06Q 10/04 (2023.01);
U.S. Cl.
CPC ...
G01V 20/00 (2024.01); A01B 76/00 (2013.01); G01N 21/31 (2013.01); G01N 21/359 (2013.01); G01N 33/0098 (2013.01); G01N 33/24 (2013.01); G01W 1/10 (2013.01); G06F 30/27 (2020.01); G06Q 10/04 (2013.01); A01B 79/005 (2013.01); G01N 2021/1793 (2013.01); G01N 2021/3155 (2013.01); G01N 2201/0616 (2013.01); G01N 2201/129 (2013.01); G06F 2111/06 (2020.01);
Abstract

A method is provided for determining soil properties for an area of land, from soil spectrum data. In an embodiment, the method includes receiving soil spectrum data records from hyperspectral sensors that represent a mean soil spectrum of a specific geo-location of the area of land and removing interference signals from the spectrum data records to create soil spectral bands. The method also includes predicting a plurality of soil property datasets based on a partial least-square regression and the soil spectral bands and selecting specific soil property datasets from the plurality of soil property datasets to represent soil properties of the specific geo-location, wherein the specific soil property datasets include property data and spectral band data for spectral bands used to determine the property data. The specific soil property datasets may then be used to generate a crop prescription of recommended hybrid seeds or population densities for the specific geo-location.


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