A Study on the Prediction and Analysis of Nighttime Spatiotemporal Density of Small Boats

ChanSub Lee, Deug-Bong Kim

Journal of the Korean Society of Marine Environment and safety :: Vol.31 No.4 pp.434-443

DOI:https://doi.org/10.7837/kosomes.2025.31.4.434

Ship Trajectory Prediction Using a Hybrid LSTM Model

Heejin Lee

Journal of the Korean Society of Marine Environment and safety :: Vol.31 No.2 pp.241-249

DOI:https://doi.org/10.7837/kosomes.2025.31.2.241

Development of a ConvLSTM-Based Deep Learning Model for Predicting Typhoon Intensity in Climate Change Scenario

Min-Yeong Kim, Wanhee Cho

Journal of the Korean Society of Marine Environment and safety :: Vol.30 No.6 pp.541-551

DOI:https://doi.org/10.7837/kosomes.2024.30.6.541

Statistical Method and Deep Learning Model for Sea Surface Temperature Prediction

Moon-Won Cho, Heung-Bae Choi, Myeong-Soo Han, Eun-Song Jung, Tae-Soon Kang

Journal of the Korean Society of Marine Environment and safety :: Vol.29 No.6 pp.543-551

DOI:https://doi.org/10.7837/kosomes.2023.29.6.543

Tidal Level Prediction of Busan Port using Long Short-Term Memory

Hae Lim Kim, Yong-Ho Jeon, Jae-Hyung Park, Han-sam Yoon

Journal of the Korean Society of Marine Environment and safety :: Vol.28 No.4 pp.469-476

DOI:https://doi.org/10.7837/kosomes.2022.28.4.469

Fundamental Study on Algorithm Development for Prediction of Smoke Spread Distance Based on Deep Learning

Byeol Kim, Kwang-Il Hwang

Journal of the Korean Society of Marine Environment and safety :: Vol.27 No.1 pp.22-28

DOI:https://doi.org/10.7837/kosomes.2021.27.1.022

Prediction of Dissolved Oxygen in Jindong Bay Using Time Series Analysis

Myeong-Soo Han, Sung-Eun Park, Youngjin Choi, Youngmin Kim, Jae-Dong Hwang

Journal of the Korean Society of Marine Environment and safety :: Vol.26 No.4 pp.382-391

DOI:https://doi.org/10.7837/kosomes.2020.26.4.382