Proceedings of the 2022 3rd International Conference on Mental Health, Education and Human Development (MHEHD 2022)

Neural Network Implementation on Bias Correction of Sea Surface Temperature Forecast

Authors
Zhibo Li*, Yike Liu
TianJin YingHua experimental School, Tianjin, China
*Corresponding author. Email: 2254039500@qq.com
Corresponding Author
Zhibo Li
Available Online 11 July 2022.
DOI
10.2991/assehr.k.220704.161How to use a DOI?
Keywords
Neural Network; sea surface temperature forecast; bias correction
Abstract

This article introduces the implementation of neural network on making sea surface temperature forecasts more accurate. We manage to utilize LSTM neural network and intended to make comparisons with other networks such as Backward propagation network. We improve the accuracy of prediction by doing bias correction, the detailed solution will be illustrated as follows.

Copyright
© 2022 The Authors. Published by Atlantis Press SARL.
Open Access
This is an open access article distributed under the CC BY-NC 4.0 license.

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Volume Title
Proceedings of the 2022 3rd International Conference on Mental Health, Education and Human Development (MHEHD 2022)
Series
Advances in Social Science, Education and Humanities Research
Publication Date
11 July 2022
ISBN
978-94-6239-589-3
ISSN
2352-5398
DOI
10.2991/assehr.k.220704.161How to use a DOI?
Copyright
© 2022 The Authors. Published by Atlantis Press SARL.
Open Access
This is an open access article distributed under the CC BY-NC 4.0 license.

Cite this article

TY  - CONF
AU  - Zhibo Li
AU  - Yike Liu
PY  - 2022
DA  - 2022/07/11
TI  - Neural Network Implementation on Bias Correction of Sea Surface Temperature Forecast
BT  - Proceedings of the 2022 3rd International Conference on Mental Health, Education and Human Development (MHEHD 2022)
PB  - Atlantis Press
SP  - 893
EP  - 896
SN  - 2352-5398
UR  - https://doi.org/10.2991/assehr.k.220704.161
DO  - 10.2991/assehr.k.220704.161
ID  - Li2022
ER  -