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:
Sep. 27, 2022

Filed:

May. 25, 2017
Applicant:

Shanghai Ocean University, Shanghai, CN;

Inventors:

Xin Jun Chen, Shanghai, CN;

Jin Tao Wang, Shanghai, CN;

Lin Lei, Shanghai, CN;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
A01K 99/00 (2006.01); G06N 3/08 (2006.01); G06N 20/00 (2019.01); G06F 17/18 (2006.01); G06N 5/04 (2006.01); G06Q 50/02 (2012.01);
U.S. Cl.
CPC ...
A01K 99/00 (2013.01); G06F 17/18 (2013.01); G06N 3/08 (2013.01); G06N 3/084 (2013.01); G06N 5/046 (2013.01); G06N 20/00 (2019.01); G06Q 50/02 (2013.01); A01K 2227/40 (2013.01);
Abstract

A method of predicting a central fishing ground of flying squid family Ommastrephidae, includes three steps of setting spatial and temporal dimension, setting environmental factor, and establishing a central fishing ground prediction model. The spatial and temporal dimension includes three levels of spatial dimensions, and two levels of temporal dimensions of week and month. An SST is selected as a main environmental factor, and two environmental factors, i.e., SSH and Chl-a, are selected as a supplement. The environmental factors include four situations. According to the setting situations of the spatial and temporal dimension and the environmental factor, a set of sample schemes of 24 situations is established using permutation and combination method. An error backward propagation neural network model is established, wherein an input layer inputs data of the sample scheme set, and an output layer outputs a CPUE or a fishing ground grading index converted from the CPUE.


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