Predicting Lake Erie wave heights and periods using XGBoost and LSTM

Hu, Haoguo; van der Westhuysen, André J.; Chu, Philip; Fujisaki-Manome, Ayumi

doi:10.1016/j.ocemod.2021.101832

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Predicting Lake Erie wave heights and periods using XGBoost and LSTM

2021
By Hu, Haoguo ; van der Westhuysen, André J. ; Chu, Philip ; ...
Source: Ocean Modelling, 164, 101832

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Journal Title:

Ocean Modelling
Personal Author:

Hu, Haoguo ; van der Westhuysen, André J. ; Chu, Philip ; Fujisaki-Manome, Ayumi

Hu, Haoguo ; van der Westhuysen, André J. ; Chu, Philip ; Fujisaki-Manome, Ayumi Less -
NOAA Program & Office:

OAR (Oceanic and Atmospheric Research) ; GLERL (Great Lakes Environmental Research Laboratory) ; CIGLR (Cooperative Institute for Great Lakes Research) ; NWS (National Weather Service) ; NCEP (National Centers for Environmental Prediction)

OAR (Oceanic and Atmospheric Research) ; GLERL (Great Lakes Environmental Research Laboratory) ; CIGLR (Cooperative Institute for Great Lakes Research) ; NWS (National Weather Service) ; NCEP (National Centers for Environmental Prediction) Less -
Keywords:

[+]

Atmospheric Science Computer Science (miscellaneous) Geotechnical Engineering And Engineering Geology Oceanography
Source:

Ocean Modelling, 164, 101832
DOI:

https://doi.org/10.1016/j.ocemod.2021.101832
ISSN:

1463-5003
Format:

PDF
Publisher:

Elsevier BV
Document Type:

Journal Article
Funding:

Grant no. NA17OAR4320152
License:

https://creativecommons.org/licenses/by-nc-nd/4.0/
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CC BY-NC-ND
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Main Document Checksum:

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urn:sha256:90890b6caa103eb23d69dbce6133ddb408cb346f7416121763c39aa725184036
Download URL:

https://repository.library.noaa.gov/view/noaa/53490/noaa_53490_DS1.pdf
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Predicting Lake Erie wave heights and periods using XGBoost and LSTM

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