Prediction of DO Concentration in Nakdong River Estuary thro…

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  • DOI 10.9765/kscoe.2021.33.6.238
  • OpenAlex ID W4205199468
  • Type Article
  • Language EN
  • Published 31 Dec 2021
  • Volume 33 (6)
  • Pages 238–245
  • Source 한국해안·해양공학회논문집
  • FWCI 0.49
  • Countries 1
  • Institutions 1
  • Added 26 Jan 2022
  • Updated 08 Sep 2026
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Prediction of DO Concentration in Nakdong River Estuary through Case Study Based on Long Short Term Memory Model

Article 2021 EN Diamond

In this study, we carried out case study to predict dissolved oxygen (DO) concentration of Nakdong river estuary with LSTM model. we aimed to figure out a optimal model condition and appropriate predictor for prediction in dissolved oxygen concentration with model parameter and predictor as cases. Model parameter case study results showed that Epoch = 300 and Sequence length = 1 showed higher accu…

6

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15

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2

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0.49

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UN Sustainable Development Goals
1 SDGs
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2 authors
#AuthorInstitutionsORCID
1 Seongsik Park Pukyong National University (KR)
2 Kyunghoi Kim Corresponding Pukyong National University (KR)

Data: OpenAlex