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:
Apr. 28, 2020

Filed:

Dec. 15, 2016
Applicant:

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

Inventors:

Eli M. Dow, Wappingers Falls, NY (US);

Matthew M. Klawonn, Troy, NY (US);

Harry R. Kolar, Scottsdale, AZ (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/35 (2019.01); G16B 99/00 (2019.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06F 16/35 (2019.01); G16B 99/00 (2019.02); G06N 20/00 (2019.01);
Abstract

An aspect includes aggregating a plurality of disparate datasets into a document store with semi-structured attributes that includes a plurality of documents specifying a plurality of different geo spatial locations and a plurality of different environmental parameters. Niche model layers are generated for the environmental parameters at the geospatial locations based on contents of the document store. The niche model layers include a model layer for each of the different environmental parameters. An additional niche model layer is created for a derived environmental parameter at the geospatial locations based at least in part on one of the previously generated niche model layers. A future geospatial location of a species is predicted based on environmental attributes of the species and contents of at least a subset of the niche model layers. The predicted future geospatial location of the species overlaid on a geographic map is output.


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