1 |
Kim, M., H. Yang, and J. Kim, 2020. Sea Surface Temperature and High Water Temperature Occurrence Prediction Using a Long Short-Term Memory Model, Remote Sensing, 12(21): 3654. https://doi.org/10.3390/rs12213654
DOI
|
2 |
Lee, D.Y., S.Y. Moon, S.O. Lee, H.Y. Yang, H.J. Lee, and M.S. Lee, 2008. Septic Shock Due to Vibrio Alginolyticus in a Cirrhotic Patient: The First Case in Korea, Yonsei Medical Journal, 49(2): 329-332. https://doi.org/10.3349/ymj.2008.49.2.329
DOI
|
3 |
Nowicki, J.P., G.M. Miller, and P.L. Munday, 2012. Interactive Effects of Elevated Temperature and CO2 on Foraging Behavior of Juvenile Coral Reef Fish, Journal of Experimental Marine Biology and Ecology, 412: 46-51. https://doi.org/10.1016/j.jembe.2011.10.020
DOI
|
4 |
Stockdale, T.N., M.A. Balmaseda, and A. Vidard, 2006. Tropical Atlantic SST Prediction with Coupled Ocean-Atmosphere GCMs, Journal of Climate, 19(23): 6047-6061. https://doi.org/10.1175/JCLI3947.1
DOI
|
5 |
Zhang, Q., H. Wang, J. Dong, G. Zhong, and X. Sun, 2017. Prediction of Sea Surface Temperature Using Long Short-Term Memory, IEEE Geoscience and Remote Sensing Letters, 14(10): 1745-1749. https://doi.org/10.1109/LGRS.2017.2733548
DOI
|
6 |
Zhao, J., X. Mao, and L. Chen, 2019. Speech Emotion Recognition Using Deep 1D & 2D CNN LSTM Networks, Biomedical Signal Processing and Control, 47: 312-323. https://doi.org/10.1016/j.bspc.2018.08.035
DOI
|
7 |
Bader, J. and M. Latif, 2003. The impact of decadalscale Indian Ocean sea surface temperature anomalies on Sahelian rainfall and the North Atlantic Oscillation, Geophysical Research Letters, 30(22). https://doi.org/10.1029/2003GL018426
DOI
|
8 |
NIFS (National Institute of Fisheries Science), 2021a. Low Water Temperature Newsflash, https://www.nifs.go.kr/distantwater/skin/doc.html?fn=20210219140424420_0.pdf&rs=/distantwater/preview/seastate/, Accessed on Jun. 14, 2022.
|
9 |
Aral, M.M. and J. Guan, 2016. Global sea surface temperature and sea level rise estimation with optimal historical time lag data, Water, 8(11): 519. https://doi.org/10.3390/w8110519
DOI
|
10 |
Cai, M. and J. Liu, 2016. Maxout neurons for deep convolutional and LSTM neural networks in speech recognition, Speech Communication, 77: 53-64. https://doi.org/10.1016/j.specom.2015.12.003
DOI
|
11 |
Bengio, Y., P. Simard, and P. Frasconi, 1994. Learning long-term dependencies with gradient descent is difficult, IEEE Transactions on Neural Networks, 5(2): 157-166. https://doi.org/10.1109/72.279181
DOI
|
12 |
Choi, H.M., M.K. Kim, and H. Yang, 2021. Abnormally high water temperature prediction using LSTM deep learning model, Journal of Intelligent & Fuzzy Systems, 40(4): 8013-8020. https://doi.org/10.3233/JIFS-189623
DOI
|
13 |
Donlon, C., I. Robinson, K.S. Casey, J. Vazquez-Cuervo, E. Armstrong, O. Arino, C. Gentemann, D. May, P. LeBorgne, J. Piolle, I. Barton, H. Beggs, D.J.S. Poulter, C.J. Merchant, A. Bingham, S. Heinz, A. Harris, G. Wick, B. Emery, P. Minnett, R. Evans, D. Llewellyn-Jones, C. Mutlow, R.W. Reynolds, H. Kawamura, and N. Rayner, 2007. The Global Ocean Data Assimilation Experiment High-Resolution Sea Surface Temperature Pilot Project, Bulletin of the American Meteorological Society, 88(8): 1197-1214. https://doi.org/10.1175/BAMS-88-8-1197
DOI
|
14 |
Lim, B., S.O. Arik, N. Loeff, and T. Pfister, 2021. Temporal fusion transformers for interpretable multi-horizon time series forecasting, International Journal of Forecasting, 37(4): 1748-1764. https://doi.org/10.1016/j.ijforecast.2021.03.012
DOI
|
15 |
MOF (Ministry of Oceans and Fisheries), 2022. Removal of Low Water Temperature Warning in the West and South Seas, https://www.mof.go.kr/synap/view.do?fn=MOF_ARTICLE_45266_2022031117f7684d420760&fd=202204, Accessed on Jun. 14, 2022.
|
16 |
Jung, S., Y.J. Kim, S. Park, and J. Im, 2020. Prediction of Sea Surface Temperature and Detection of Ocean Heat Wave in the South Sea of Korea Using Time-series Deep-learning Approaches, Korean Journal of Remote Sensing, 36(5-3): 1077-1093. https://doi.org/10.7780/kjrs.2020.36.5.3.7
DOI
|
17 |
Lee, D.C., K.M. Won, M.A. Park, H.S. Choi, and S.H. Jung, 2018. An Analysis of Mass Mortalities in Aquaculture Fish Farms on the Southern Coast in Korea, Ocean Policy Research, 33(1): 1-16. https://doi.org/10.35372/kmiopr.2018.33.1.001
DOI
|
18 |
Graves, A., M. Liwicki, S. Fernandez, R. Bertolami, H. Bunke, and J. Schmidhuber, 2009. A Novel Connectionist System for Unconstrained Handwriting Recognition, IEEE Transactions on Pattern Analysis and Machine Intelligence, 31(5): 855-868. https://doi.org/10.1109/TPAMI.2008.137
DOI
|
19 |
Hochreiter, S. and J. Schmidhuber, 1997. Long Short-Term Memory, Neural Computation, 9(8): 1735-1780. https://doi.org/10.1162/neco.1997.9.8.1735
DOI
|
20 |
Ko, K.S., Y.W. Kim, S.H. Byeon, and S.J. Lee, 2021. LSTM Based Prediction of Ocean Mixed Layer Temperature Using Meteorological Data, Korean Journal of Remote Sensing, 37(3): 603-614. https://doi.org/10.7780/kjrs.2021.37.3.19
DOI
|
21 |
Kumar, P. and D. Sardana, 2021. Regional Sea Level Changes in the Indian Shelf Sea and Its Association with SST Anomalies, Regional Studies in Marine Science, 47: 101992. https://doi.org/10.1016/j.rsma.2021.101992
DOI
|
22 |
NIFS (National Institute of Fisheries Science), 2021b. High Water Temperature Newsflash, https://www.nifs.go.kr/distantwater/skin/doc.html?fn=20210805144745707_0.pdf&rs=/distantwater/preview/seastate/, Accessed on Jun. 14, 2022.
|
23 |
MOF (Ministry of Oceans and Fisheries), 2021. The Ministry of Oceans and Fisheries Promotes the Restoration of Fish Damaged by High Temperatures This Year, https://www.mof.go.kr/synap/view.do?fn=MOF_ARTICLE_43595_2021102917ccadc9fe780&fd=202204, Accessed on Jun. 14, 2022.
|