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:
Aug. 06, 2024

Filed:

Dec. 21, 2020
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Eli M. Dow, Pleasant Valley, NY (US);

Jessie Yu, Wappingers Falls, NY (US);

Attorneys:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G01C 15/00 (2006.01); G01C 13/00 (2006.01); G01C 21/20 (2006.01); G06F 30/20 (2020.01); G06F 111/10 (2020.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G01C 21/20 (2013.01); G01C 13/00 (2013.01); G01C 15/00 (2013.01); G06F 30/20 (2020.01); G06F 2111/10 (2020.01); G06N 20/00 (2019.01);
Abstract

Refining an ecological niche model (ENM) associated with a geospatial location includes developing a fluid dynamics model based on measurements generated by a device deployed into fluid flows of the geospatial location. The measurements include temperature and velocity field, depth and particle transport measurements. The refining further includes refining and running the fluid dynamics model using measurements regenerated from the device being redeployed into the fluid flows to produce an output. This output is descriptive of fluid dynamics at the geospatial location and input into the ENM. The ENM is run to produce a baseline ENM output descriptive of a probability of a species existing at the geospatial location. In addition, the ENM is run with a limnologic modification to produce a predictive ENM output descriptive of a predictive probability of the species existing at the geospatial location that is comparable to the baseline ENM output.


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