2019 Convention Article
Chang F. J., Chen, P. A., Lu, Y. R., Huang, E. and Chang, K. Y. (2014). "Real-time multi-step-ahead water level forecasting by recurrent neural networks for urban flood control." Journal of Hydrology, Vol. 517, pp. 836-846.10.1016/j.jhydrol.2014.06.013
Gupta, H. V., Sorooshian, S. and Yapo, P. O. (1999). "Status of automatic calibration for hydrologic models: Comparison with multilevel expert calibration." Journal of Hydrology, Vol. 4, No. 2, pp. 135-143.10.1061/(ASCE)1084-0699(1999)4:2(135)
Keum, H. J. (2018). Development of flood disaster prediction and management system combining machine learning technique with big data, Ph.D. Dissertation, Kyungpook National University (in Korean).
Kim, B. J. (2016). Urban inundation analysis using deterministic approach and data-driven model, Master's Thesis, Kyungpook National University (in Korean).
Kim, H. I., Keum, H. J. and Han, K. Y. (2018). "Application and comparison of dynamic artificial neural networks for urban inundation analysis." Journal of the Korean Society of Civil Engineers, KSCE, Vol. 38, No. 5, pp. 671-683 (in Korean).
Ministry of Land, Infrastructure and Transport (MOLIT) (2016). River design standard (in Korean).
Moriasi, D. N., Arnold, J. G., Van Liew, M. W., Bingner, R. L., Harmel, R. D. and Veith, T. L. (2007). "Model evaluation guidelines for systematic quantification of accuracy in watershed simulations." American Society of Agricultural and Biological Engineering, Vol. 50, No. 3, pp. 885-900.10.13031/2013.23153
Nash, J. E. and Sutcliffe, J. V. (1970). "River flow forecasting through conceptual models, Part I - A discussion of principles." Journal of Hydrology, Vol. 10, No. 3, pp. 282-290.10.1016/0022-1694(70)90255-6
Nayak, P. C., Sudheer, K. P., Rangan, D. M. and Ramasastri, K. S. (2005). "Short-term flood forecastig with a neuro-fuzzy model." Water Resources Research, Vol. 41, No. 4, W04004.10.1029/2004WR003562
Oh, J. W. Park, J. H. and Kim, Y. K. (2008). "Missing hydrological data estimation using neural network and real time data reconciliation." Journal of Korea Water Resources Association, KWRA, Vol. 41, No. 10, pp. 1059-1065 (in Korean).10.3741/JKWRA.2008.41.10.1059
Shen, H. Y. and Chang, L. C. (2013). "Online multistep-ahead inundation depth forecasts by recurrent NARX networks." Hydrology and Earth System Sciences, Vol. 17, pp. 935-945.10.5194/hess-17-935-2013
Toth, E. (2009). "Classification of hydro-meteorological conditions and multiple artificial neural networks for stream forecasting." Hydrology and Earth System, Vol. 13, pp. 1555-1566.10.5194/hess-13-1555-2009
Ulsan Metropolitan City (2017). Analysis of flood damage in bancheon hyundai apartment in Ulju-gun (in Korean).
- Publisher :Korean Society of Civil Engineers
- Publisher(Ko) :대한토목학회
- Journal Title :JOURNAL OF THE KOREAN SOCIETY OF CIVIL ENGINEERS
- Journal Title(Ko) :대한토목학회 논문집
- Volume : 40
- No :3
- Pages :303-314
- Received Date :2019. 11. 20
- Revised Date :2019. 12. 08
- Accepted Date : 2019. 12. 11