최소 단어 이상 선택하여야 합니다.
최대 10 단어까지만 선택 가능합니다.
다음과 같은 기능을 한번의 로그인으로 사용 할 수 있습니다.
NTIS 바로가기한국해안·해양공학회논문집 = Journal of Korean Society of Coastal and Ocean Engineers, v.33 no.6, 2021년, pp.238 - 245
박성식 (부경대학교 해양공학과) , 김경회 (부경대학교 해양공학과)
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. M...
Ahn, S., Yeon, I., Han, Y. and Lee, J. (2001). Water quality forecasting at Gongju station in Geum River using neural network model. Journal of Korea Water Resources Association, 34, 701-711.
Baden, S.P., Loo, L.O., Pihl, L. and Rosenberg, R. (1990). Effects of eutrophication on benthic communities including fish: Swedish west coast. AMBIO A Journal of the Human Environment, 13(3), 113-122.
Bengio, Y., Simard, P., and Frasconi, P. (1994). Learning long-term dependencies with gradient descent is difficult. IEEE Transactions on Neural Networks, 5(2), 157-166.
Breitburg, D.L., Steinberg, N., Dubeau, S., Cooksey, C. and Houde, E.D. (1994). Effects of low dissolved oxygen on predation on estuarine fish larvae. Mar. Ecol. Prog. Ser., 104, 235-246.
Diaz, R.J. and Solow, A. (1999). Ecological and economic consequences of hypoxia: topic 2 report for the integrated assessment on hypoxia in the Gulf of Mexico. NOAA Coastal Ocean Program Decision Analysis Series No. 16. National Oceanic and Atmospheric Administration, Coastal Ocean Office, Silver Spring, MD.
Dupond, S. (2019). A thorough review on the current advance of neural network structures. Annual Reviews in Control, 14, 200-230.
Eze, E. and Ajmal, T. (2020). Dissolved Oxygen Forecasting in Aquaculture: A Hybrid Model Approach. Appl. Sci., 10(20), 7079.
Hochreiter, S. and Schmidhuber J. (1997). Long short-term memory. Neural Computation, 9, 1735-1780.
Huck, P.M. and Farquhar, G.J. (1974). Water quality models using the Box-Jenkins method. Journal of the Environmental Engineering, 100, 733-751.
Jang, S.T. and Kim, K.C. (2006). Change of Oceanographic Environment in the Nakdong Estuary. Journal of the Korean Society of Oceanography, 11(1), 11-20.
KOEM (Korea Marine Environment Management Corporation), Monitoring the marine environment, https://www.koem.or.kr/site/koem/main.do, 2020.
K-water. (1996). A study on the prediction of pollutant advection and dispersion and on the reduction countermeasures in a large river: Focusing on the main stream of Nakdong River. K-water, Korea.
Li, W., Wu, H., Zhu, N., Jiang, Y., Tan, J. and Guo, Y. (2021). Prediction of dissolved oxygen in a fishery pond based on gated recurrent unit (GRU). Information Processing in Agriculture, 8(1), 185-193.
MEIS (Marine Environmental Information System), Marine Environment Observation & Survey, https://www.meis.go.kr/mei/observe/port.do, 2020.
Paerl, H.W., Pinckney, J.L., Fear, J.M. and Peierls, B.L. (1998). Ecosystem Responses to Internal and Watershed Organic Matter Loading: Consequences for Hypoxia in the Eutrophying Neuse River Estuary, North Carolina, USA. Marine Ecology Progress Series, 166, 17-25.
Rosenberg, R., Elmgren, R., Fleischer, S., Jonsson, P., Persson, G. and Dahlin, H. (1990). Marine eutrophication case studies in Sweden: a synopsis. Ambio, 19, 102-108.
Rumelhart, D., Hinton, G. and Williams, R. (1986). Learning representations by back-propagating errors. Nature, 323, 533-536.
Song, K.O., Ahn, O.S. and Park, C.K. (1993). Water quality modeling in the Nakdong river (2) - A study on DO balance. Korean Society on Water Environment, 9(1), 54-66.
Tealab, A. (2018). Time series forecasting using artificial neural networks methodologies: A systematic review. Future Computing and Informatics Journal, 3(2), 334-340.
Yin, K., Lin, Z. and Ke, Z. (2004). Temporal and spatial distribution of dissolved oxygen in the Pearl River Estuary and adjacent coastal waters. Continental Shelf Research, 24(16), 1935-1948.
Zhou, G.R. (2004). Theory of statistics. 2nd Ed. Nankai University Press, Tianjin.
*원문 PDF 파일 및 링크정보가 존재하지 않을 경우 KISTI DDS 시스템에서 제공하는 원문복사서비스를 사용할 수 있습니다.
※ AI-Helper는 부적절한 답변을 할 수 있습니다.