$\require{mediawiki-texvc}$

연합인증

연합인증 가입 기관의 연구자들은 소속기관의 인증정보(ID와 암호)를 이용해 다른 대학, 연구기관, 서비스 공급자의 다양한 온라인 자원과 연구 데이터를 이용할 수 있습니다.

이는 여행자가 자국에서 발행 받은 여권으로 세계 각국을 자유롭게 여행할 수 있는 것과 같습니다.

연합인증으로 이용이 가능한 서비스는 NTIS, DataON, Edison, Kafe, Webinar 등이 있습니다.

한번의 인증절차만으로 연합인증 가입 서비스에 추가 로그인 없이 이용이 가능합니다.

다만, 연합인증을 위해서는 최초 1회만 인증 절차가 필요합니다. (회원이 아닐 경우 회원 가입이 필요합니다.)

연합인증 절차는 다음과 같습니다.

최초이용시에는
ScienceON에 로그인 → 연합인증 서비스 접속 → 로그인 (본인 확인 또는 회원가입) → 서비스 이용

그 이후에는
ScienceON 로그인 → 연합인증 서비스 접속 → 서비스 이용

연합인증을 활용하시면 KISTI가 제공하는 다양한 서비스를 편리하게 이용하실 수 있습니다.

도시침수 모의 기술 국내 연구동향 리뷰: 2001-2022
A review on urban inundation modeling research in South Korea: 2001-2022 원문보기

Journal of Korea Water Resources Association = 한국수자원학회논문집, v.55 no.10, 2022년, pp.707 - 721  

이승수 (한국환경연구원 물국토연구본부) ,  김보미 (금오공과대학교 토목공학과) ,  최현진 (금오공과대학교 토목공학과) ,  노성진 (금오공과대학교 토목공학과)

초록
AI-Helper 아이콘AI-Helper

본 총설연구에서는 도시침수 모의 기술의 체계와 발전 과정을 정리하고, 주요 성과와 한계점을 파악하여 향후 연구 방향과 도전 과제를 제시하였다. 이를 위해 2000년대 이후 국내 주요 학술논문집에 수록된 도시침수 모의 관련 논문 160여편을 분석하여 연구의 핵심 주제와 내용을 살펴본 후, 물리 및 데이터 기반 모형의 침수모의 세부 방법론별로 기술의 발전 현황에 대해 정리하였다. 또한, 국내 도시침수 모의 기술의 활용목적별 동향, 국외 및 연관 분야 연구동향에 대해서도 분석하였다. 국내 도시침수 모의 연구에서 Storm Water Management Model (SWMM) 모형을 활용하는 비율이 60%를 넘는 것으로 조사되었으며, 이중 배제(dual drainage)의 도시침수 물리 과정을 상세히 해석하는 국내 기술에 대한 연구가 필요한 것으로 판단되었다. 한편, 딥러닝(deep learning) 등 데이터 기반 모의 기술은 도시침수 해석의 새로운 분야로 자리매김하였다. 다만, 모형 훈련을 위한 극한기상조건에 대한 침수자료는 관측 만으로 확보할 수 없으므로, 고정확도 물리 모형과 데이터 기반 모형 연구는 상호보완적으로 진행되어야 할 필요가 있다. 도시침수 모의 기술은 인공지능이나 IoT, 메타버스 등 타 분야 신기술과의 접목이 활발히 이루어지고 있으며, 기후 위기 적응과 재해 피해 저감을 위해 지속적인 사회적 투자와 융합 연구가 필요한 분야로 판단된다.

Abstract ▼ AI-Helper 아이콘AI-Helper

In this study, a state-of-the-art review on urban inundation simulation technology was presented summarizing major achievements and limitations, and future research recommendations and challenges. More than 160 papers published in major domestic academic journals since the 2000s were analyzed. After...

주제어

#도시침수   #연구동향   #모의기술   #활용목적별 분석   #도전 과제  

표/그림 (9)

참고문헌 (104)

  1. Ahn, J.-H., and Jeong, C.-S. (2018). "Numerical simulation of the flood event induced temporally and spatially concentrated rainfall-on August 17, 2017, the flood event of Cheonggyecheon." Journal of Korean Society of Disaster and Security, Vol. 11, No. 2, pp. 45-52. 

  2. Ahn, J.-H., Cho, W.-C., and Jung, J.-H. (2014). "Flood simulation for basin-shaped urban watershed considering surface flow." Journal of the Korean Society of Civil Engineers, Vol. 34, No. 3, pp. 841-847. 

  3. Ahn, J.-H., Cho, W.-C., and Kim, H.-S. (2012). "A study on flooding characteristic value for the decision method of an urban basin design magnitude." Journal of Korea Water Resources Association, Vol. 45, No. 10, pp. 1035-1041. 

  4. Ahn, J.-H., Kim, K.-W., and Cho, W.-C. (2013). "Flooding risk assessment using flooding characteristic values." Journal of the Korean Society of Civil Engineers, Vol. 33, No. 3, pp. 957-964. 

  5. Ahn, T.-J., Park, J.-Y., Lyu, H.-J., and Kim, J.-H. (2003). "A study on determination of capacity for pump and detention pond in small basins for flood control." Journal of Korea Water Resources Association, Vol. 36, No. 3, pp. 385-398. 

  6. An, H., and Yu, S. (2011). "Numerical simulation of urban flash flood experiments using adaptive mesh refinement and cut cell method." Journal of Korea Water Resources Association, Vol. 44, No. 7, pp. 511-522. 

  7. An, H.-U., Jeong, A.-C., Kim, Y.-S., and Noh, J.-W. (2018). "Development of 2D inundation model based on adaptive cut cell mesh (K-Flood)." Journal of Korea Water Resources Association, Vol. 51, No. 10, pp. 853-862. 

  8. Bae, D.-H., Shim, J.B., and Yoon, S.-S. (2012). "Development and assessment of flow nomograph for the real-time flood forecasting in Cheonggye Stream." Journal of Korea Water Resources Association, Vol. 45, No. 11, pp. 1107-1119. 

  9. Bulti, D.T., and Abebe, B.G. (2020). "A review of flood modeling methods for urban pluvial flood application." Modeling Earth Systems and Environment, Vol. 6, No. 3, pp. 1293-1302. 

    상세보기

  10. Chen, A.S., Djordjevic, S., Leandro, J., and Savic, D. (2007). The urban inundation model with bidirectional flow interaction between 2D overland surface and 1D sewer networks. Sixth International Conference on Sustainable Techniques and Strategies in Urban Water Management, Lyon, France. 

  11. Chen, Y., Zhou, H., Zhang, H., Du, G., and Zhou, J. (2015). "Urban flood risk warning under rapid urbanization." Environmental Research, Vol. 139, pp. 3-10. 

    상세보기

  12. Cho, W.-H., Han, K.-Y., Hwang, T.-J., and Son, A.-L. (2011). "2-D Inundation analysis in urban area considering building and road." Journal of The Korean Society of Hazard Mitigation, Vol. 11, No. 5, pp. 159-168. 

  13. Choi, J.-W., and Jun, H.-D. (2018). "Inundation damage assessment for coastal urban area considering complex causes of inundation." Journal of The Korean Society of Hazard Mitigation, Vol. 18, No. 6, pp. 283-290. 

  14. Choi, J.-W., Park, K.-J., Choi, S.-H., and Jun, H.-D. (2018). "A forecasting and alarm system for reducing damage from inland inundation in coastal urban areas: A case study of Yeosu City." Journal of The Korean Society of Hazard Mitigation, Vol. 18, No. 7, pp. 475-484. 

  15. Choi, S.-M., Yoon, S.-S., Lee, B.-J., and Choi, Y.-J. (2015). "Evaluation of high-resolution QPE data for urban runoff analysis." Journal of Korea Water Resources Association, Vol. 48, No. 9, pp. 719-728. 

  16. Djordjevic, S., Prodanovic, D., and Maksimovic, C. (1999). "An approach to simulation of dual drainage." Water Science and Technology, Vol. 39, No. 9, pp. 95-103. 

    상세보기

  17. Ellis, J.H., McBean, E.A., and Mulamoottil, G. (1982). "Design of dual drainage systems using SWMM." Journal of the Hydraulics Division, Vol. 108, No. 10, pp. 1222-1227. 

    상세보기

  18. Fraga, I., Cea, L., and Puertas, J. (2017). "Validation of a 1D-2D dual drainage model under unsteady part-full and surcharged sewer conditions." Urban Water Journal, Vol. 14, No. 1, pp. 74-84. 

    상세보기

  19. Greydanus, S., Dzamba, M., and Yosinski, J. (2019). Hamiltonian neural networks. Advances in Neural Information Processing Systems, Curran Associates, Inc., NY, U.S. 

  20. Guo, K., Guan, M., and Yu, D. (2021). "Urban surface water flood modelling - a comprehensive review of current models and future challenges." Hydrology and Earth System Sciences, Vol. 25, No. 5, pp. 2843-2860. 

    상세보기

  21. Ha, S.-R., and Lee, K.-W. (2006). "Effect of a hydrologic similarity unit and storm sewer resolution on the SWMM model performance." Journal of the Korean Association of Geographic Information Studies, Vol. 9, No. 2, pp. 79-90. 

  22. Hammond, M.J., Chen, A.S., Djordjevic, S., Butler, D., and Mark, O. (2015). "Urban flood impact assessment: A state-of-the-art review." Urban Water Journal, Vol. 12, No. 1, pp. 14-29. 

    상세보기

  23. Haynes, P., Hehl-Lange, S., and Lange, E. (2018). "Mobile augmented reality for flood visualisation." Environmental Modelling & Software, Vol. 109, pp. 380-389. 

    상세보기

  24. Heo, C.-H. (2003). "Characteristics of runoff variation due to watershed urbanization." Journal of Korea Water Resources Association, Vol. 36, No. 5, pp. 725-740. 

  25. Hsu, M., Chen, S., and Chang, T. (2002). "Dynamic inundation simulation of storm water interaction between sewer system and overland flows." Journal of the Chinese Institute of Engineers, Vol. 25, No. 2, pp. 171-177. 

  26. Hwang, J.-Y., Ahn, J.-H., Jeong, C.-S., and Heo, J.-H. (2018). "A study on the variation of design flood due to climate change in the ungauged urban catchment." Journal of Korea Water Resources Association, Vol. 51, No. 5, pp. 395-404. 

  27. Hyun, J.-H., Park, H.-S., and Chung, G.-H. (2019). "Effects of the difference between ASOS and AWS data on runoff characteristics." Journal of The Korean Society of Hazard Mitigation, Vol. 19, No. 7, pp. 443-449. 

  28. Ivanov, V.Y., Xu, D., Dwelle, M.C., Sargsyan, K., Wright, D.B., Katopodes, N., Kim, J., Tran, V.N., Warnock, A., Fatichi, S., Burlando, P., Caporali, E., Restrepo, P., Sanders, B.F., Chaney, M.M., Nunes, A.M.B., Nardi, F., Vivoni, E.R., Istanbulluoglu, E., Bisht, G., and Bras, R.L. (2021). "Breaking down the computational barriers to real-time urban flood forecasting." Geophysical Research Letters, Vol. 48, No. 20, p. e2021GL093585. 

    상세보기

  29. Jang, J.-K., Park, M.-K., Lee, N.-E., Lee, J.-M., and Yang, D.-M. (2020). "Real-time prediction of urban inundation based on SWMM 1D-1D model." Journal of The Korean Society of Hazard Mitigation, Vol. 20, No. 1, pp. 401-411. 

  30. Jeong, C.-S. (2020). "Development of a flood disaster evacuation map using two-dimensional flood analysis and BIM technology." Journal of Korean Society of Disaster and Security, Vol. 13, No. 2, pp. 53-63. 

  31. Jeong, D.-K., and Lee, B.-H. (2010). "Development of urban flood water level forecasting model using regression method." Journal of Korea Water Resources Association, Vol. 43, No. 2, pp. 221-231. 

  32. Jeong, W.-C., Cho, Y.-S., and Lee, J.-W. (2009). "A Numerical study on characteristics of flood wave passing through urban areas (1): Development and verification of a numerical model." Journal of The Korean Society of Hazard Mitigation, Vol. 9, No. 6, pp. 89-97. 

  33. Jeong, W.-C., and Kim, K.-H. (2011). "A study on inundation simulation in coastal urban areas using a two-dimensional numerical model." Journal of Korea Water Resources Association, Vol. 44, No. 8, pp. 601-617. 

  34. Jo, D.-J. (2014). "Application of the urban flooding forecasting by the flood nomograph." Journal of The Korean Society of Hazard Mitigation, Vol. 14, No. 6, pp. 421-425. 

  35. Kang, H., Cho, J., Lee, H., Hwang, J., and Moon, H. (2021). "Development of an ANN-Based urban flood alert criteria prediction model and the impact of training data augmentation." Journal of The Korean Society of Hazard Mitigation, Vol. 21, No. 6, pp. 257-264. 

  36. Kang, J.-E., and Lee, M.-J (2015). "Analysis of urban infrastructure risk areas to flooding using neural network in Seoul." Journal of Korean Society of Civil Engineers, Vol. 35, No. 4, pp. 997-1006. 

  37. Kang, M-S., and Yoo, C.-S. (2018). "Development of a shot noise process based rainfall-runoff model for urban flood warning system." Journal of Korea Water Resources Association, Vol. 51, No. 1, pp. 19-33. 

  38. Kang, T.-U., and Lee, S.-H. (2012). "A study for a reasonable application of the SWMM to watershed runoff event simulation." Journal of The Korean Society of Hazard Mitigation, Vol. 12, No. 6, pp. 247-258. 

  39. Kang, T.-U., Lee, S.-H., Kang, S.-U., and Park, J.-P. (2012). "A study for an automatic calibration of urban runoff model by the SCE-UA." Journal of Korea Water Resources Association, Vol. 45, No. 1, pp. 15-27. 

  40. Keum, H.-J., Kim, H.-I., and Yeun, H.-K. (2018). "Real-time forecast of rainfall impact on urban inundation." Journal of the Korean Association of Geographic Information Studies, Vol. 21, No. 3, pp. 76-92. 

  41. Kim, C.-R., Kim, J.-S., and Yoon, S.-E. (2018a). "Applicability analysis of head loss coefficients at surcharge manholes for inundation analysis in urban area." Journal of the Korean Society of Civil Engineers, Vol. 38, No. 3, pp. 395-406. 

  42. Kim, D.H., Park, H.J., Yoo, H.J., and Lee, S.O. (2022). "The applicability of metaverse for urban inundation response." Journal of Korean Society of Disaster & Security, Vol. 15, No. 2, pp. 13-25. 

  43. Kim, D.-J., Song, Y.-H., and Lee, J.-H. (2020a). "A study on the improvement of reliability estimation method for sewer network considering resilience." Journal of The Korean Society of Hazard Mitigation, Vol. 20, No. 5, pp. 309-317. 

  44. Kim, H.-I., and Han, K.-Y. (2019). "Computation of criterion rainfall for urban flood by logistic regression." Journal of the Korean Society of Civil Engineers, Vol. 39, No. 6, pp. 713-723. 

  45. Kim, H.-I., Han, K.-Y., and Lee, J.-Y. (2020b). "Prediction of urban flood extent by LSTM Model and logistic regression." Journal of the Korean Society of Civil Engineers, Vol. 40, No. 3, pp. 273-283. 

  46. Kim, H.-I., Keum, H.-J., and Han, K.-Y. (2018b). "Application and comparison of dynamic artificial neural networks for urban inundation analysis." Journal of the Korean Society of Civil Engineers, Vol. 38, No. 5, pp. 671-683. 

  47. Kim, H.-I., Keum, H.-J., and Han, K.-Y. (2018c). "Estimation of Inundation Area by Linking of Rainfall-Duration-Flooding Quantity Relationship Curve with Self-Organizing Map." Journal of the Korean Society of Civil Engineers, Vol. 38, No. 6, pp. 839-850. 

  48. Kim, H.-I., Lee, J.-Y., Han, K.-Y., and Cho, J.-W. (2020c). "Applying observed rainfall and deep neural network for urban flood analysis." Journal of the Korean Society of Hazard Mitigation, Vol. 20, No. 1, pp. 339-350. 

  49. Kim, H.I., Lee, Y., and Kim, B. (2021a). "Real-time flood prediction applying random forest regression model in urban areas." Journal of Korea Water Resources Association, Vol. 54, pp. 1119-1130. 

  50. Kim, H.-S., Hwang, J.-Y., Ahn, J.-H., and Jeong, C.-S. (2018d). "Analysis of rate of discharge change on urban catchment considering climate change." Journal of the Korean Society of Civil Engineers, Vol. 38, No. 5, pp. 645-654. 

  51. Kim, J.-H., Ha, S.-M., Kim, T.-W., Park, Y.-J., Lee, G.-W., and Song, S.-H. (2021b). "Study of inundation response plan by inundation analysis in coastal urban area." Journal of Korea Academia-Industrial cooperation Society, Vol. 22, No. 12, pp. 845-852. 

  52. Kim, J.-S., Han, K.-Y., and Lee, C.-H. (2006). "Development and verification of inundation modeling with urban flooding caused by the surcharge of storm sewers." Journal of Korea Water Resources Association, Vol. 39, No. 12, pp. 1013-1022. 

  53. Kim, J.-Y., and Sung, S.-Y. (2016). "Forecasting possibility of flood occurrence in suwon under climate change applying stochastic simulation." Journal of Korea Planning Association, Vol. 51, No. 2, pp. 255-265. 

  54. Kim, M.-M., Lee, J.-W., and Yi, J.-E. (2007). "Development and application of grid-based urban surface runoff model." Journal of Korea Water Resources Association, Vol. 40, No. 1, pp. 25-38. 

  55. Kim, S.-Y., Lee, B.-J., and Lee, A.-J. (2020d). "Flooding risk under climate change of fast growing cities in Vietnam." Journal of Korean Society of Disaster and Security, Vol. 13, No. 2, pp. 1-9. 

  56. Kim, Y. (2020). "A study on the flood reduction in Eco-delta city in Busan using observation rainfall and flood modelling." Journal of Wetlands Researh, Vol. 22, No. 3, pp. 187-193. 

  57. Koo, Y.-M., and Seo, D.-G. (2017). "Parameter estimations to improve urban planning area runoff prediction accuracy using Stormwater Management Model (SWMM)." Journal of Korea Water Resources Association, Vol. 50, No. 5, pp. 303-313. 

  58. Kwak, C.-J., and Lee, J.-J. (2012a). "A development of method for surface and subsurface runoff analysis in urban composite watershed (I) -Theory and development of module-." Journal of Korea Water Resources Association, Vol. 45, No. 1, pp. 39-52. 

  59. Kwak, C.-J., and Lee, J.-J. (2012b). "A development of method for surface and subsurface runoff analysis in urban composite watershed (II) -Analysis and application-." Journal of Korea Water Resources Association, Vol. 45, No. 1, pp. 53-64. 

  60. Kwon, S.H., Jung, H.W., Hwang, Y.K., Hoon, L.E., and Kim, J.H. (2021). "Combined Inland-River operation technique for reducing inundation in urban area: The case of Mokgam drainage watershed." Journal of Korea Academia-Industrial cooperation Society, Vol. 22, No. 1, pp. 257-266. 

  61. Leandro, J., and Martins, R. (2016). "A methodology for linking 2D overland flow models with the sewer network model SWMM 5.1 based on dynamic link libraries." Water Science and Technology, Vol. 73, No. 12, pp. 3017-3026. 

    상세보기

  62. Leandro, J., Chen, A.S., Djordjevic, S., and Savic, D.A. (2009). "Comparison of 1D/1D and 1D/2D coupled (Sewer/Surface) hydraulic models for urban flood simulation." Journal of Hydraulic Engineering, Vol. 135, No. 6, pp. 495-504. 

    상세보기

  63. Lee, B.-J., and Yoon, S.-S. (2017). "Development of Grid based Inundation Analysis Model (GIAM)." Journal of Korea Water Resources Association, Vol. 50, No. 3, pp. 181-190. 

  64. Lee, B.-R., Jeong, D.-M., and Choi, S.-Y. (2019a). "Analysis of urban runoff discharge characteristics affected by climate change and urbanization: Case on Bokdae-dong basin." Journal of The Korean Society of Hazard Mitigation, Vol. 19, No. 3, pp. 41-46. 

  65. Lee, C.-H., and Han, K.-Y. (2007a). "GIS-based urban flood inundation analysis model considering building effect." Journal of Korea Water Resources Association, Vol. 40, No. 3, pp. 223-236. 

  66. Lee, C.H., and Han, K.Y. (2007b). "Integration model for urban flood inundationlinked with underground space flood analysis model." Journal of Korea Water Resources Association, Vol. 40, No. 4, pp. 313-324. 

  67. Lee, C.-H., Han, J.-Y., and Kim, J.-S. (2006). "Urban inundation analysis by applying with GIS." Journal of the Korean Association of Geographic Information Studies, Vol. 9, No. 2, pp. 115-125. 

  68. Lee, H., Kim, H.S., Kim, S., Kim, D., and Kim, J. (2021a). "Development of a method for urban flooding detection using unstructured data and deep learing." Journal of Korea Water Resources Association, Vol. 54, No. 12, pp. 1233-1242. 

  69. Lee, H.-S., Cho, J.-W., Kang, H.-S., and Hwang, J.-G. (2019b). "Applicability study on urban flooding risk criteria estimation algorithm using cross-validation and SVM." Journal of Korea Water Resources Association, Vol. 52, No. 12, pp. 963-973. 

  70. Lee, J.-H., and Yeon, K.-S. (2008). "Flood inundation analysis using XP-SWMM model in urban area." Journal of The Korean Society of Hazard Mitigation, Vol. 08, No. 05, pp. 155-161. 

  71. Lee, J.-H., Kang, S.-G., Yuk, G.-M., and Moon, Y.-I. (2019c). "Accuracy evaluation of 2D inundation analysis results of simplified SWMM according to sewer network scale." Journal of Korea Water Resources Association, Vol. 52, No. 8, pp. 531-543. 

  72. Lee, J.-H., Kim, M.-S., Moon, Y.-G., and Moon, Y.-I. (2018a). "A study on simplification of SWMM for prime time of urban flood forecasting - A case study of Daerim basin -." Journal of Korea Water Resources Association, Vol. 51, No. 1, pp. 81-88. 

  73. Lee, J.-J., Kwak, C.-J., and Lee, S.-H. (2019d). "Application of dual drainage system model for inundation analysis of complex watershed." Journal of Korea Water Resources Association, Vol. 52, No. 4, pp. 301-312. 

  74. Lee, J.-M., Lee, S.-H., and Kang, T.-U. (2008). "Inundation analysis on the region of lower elevation of a new port by using SWMM5 and UNET model - Yongwon-dong, Jinhae-si." Journal of Korean Society on Water Environment, Vol. 24, No. 4, pp. 442-451. 

  75. Lee, J.-S., and Lee, S.-E. (2018). "Development of urban flood risk maps for strengthening urban planning toward disaster prevention." Journal of the Korean Society of Civil Engineers, Vol. 38, No. 2, pp. 203-214. 

  76. Lee, S.H., Kim, J.S., and Kim, S.J. (2021b). "Analysis of applicability of the detention in trunk sewer for reducing urban inundation." Ecology and Resilient Infrastructure, Vol. 8, No. 1, pp. 44-53. 

  77. Lee, S.-S., Noh, S.J., Jang, C.-H., and Rhee, D.-S. (2017). "Simulation and analysis of urban inundation using the integrated 1D-2D urban flood model." Journal of Korea Water Resources Association, Vol. 50, No. 4, pp. 263-275. 

  78. Lee, S.-S., Pakdimanivong, M., Jung, K.-S., and Kim, Y.-S. (2018b). "Study on the influence of sewer network simplification on urban inundation modelling results." Journal of Korea Water Resources Association, Vol. 51, No. 4, pp. 347-354. 

  79. Lee, W., Kim, J.-S., and Yoon, S.-E. (2015). "Inundation analysis in urban area considering of head loss coefficients at surcharged manholes." Journal of Korea Water Resources Association, Vol. 48, No. 2, pp. 127-136. 

  80. Mignot, E., Li, X., and Dewals, B. (2019). "Experimental modelling of urban flooding: A review." Journal of Hydrology, Vol. 568, pp. 334-342. 

  81. Nasello, C., and Tucciarelli, T. (2005). "Dual multilevel urban drainage model." Journal of Hydraulic Engineering, Vol. 131, No. 9, pp. 748-754. 

    상세보기

  82. Neal, J., Villanueva, I., Wright, N., Willis, T., Fewtrell, T., and Bates, P. (2012). "How much physical complexity is needed to model flood inundation?" Hydrological Processes, Vol. 26, No. 15, pp. 2264-2282. 

    상세보기

  83. Nkwunonwo, U.C., Whitworth, M., and Baily, B. (2020). "A review of the current status of flood modelling for urban flood risk management in the developing countries." Scientific African, Vol. 7, e00269. 

    상세보기

  84. Noh, S.J., Lee, J.-H., Lee, S., and Seo, D.-J. (2019). "Retrospective dynamic inundation mapping of hurricane harvey flooding in the Houston Metropolitan area using high-resolution modeling and high-performance computing." Water, Vol. 11, No. 3, 597. 

  85. Noh, S.J., Lee, J.-H., Lee, S., Kawaike, K., and Seo, D.-J. (2018). "Hyper-resolution 1D-2D urban flood modelling using LiDAR data and hybrid parallelization." Environmental Modelling & Software, Vol. 103, pp. 131-145. 

    상세보기

  86. Park, M.-J., and Choi, S.-W. (2008). "Development of an inundation risk evaluation method based on a multi criteria decision making." Journal of Korea Water Resources Association, Vol. 41, No. 4, pp. 365-377. 

  87. Park, Y., Jung, B., and Kim, R.-H. (2020). "Flood risk assessment for coastal cities considering sea level rise due to climate change." Journal of The Korean Society of Hazard Mitigation, Vol. 20, No. 6, pp. 323-332. 

  88. Piadeh, F., Behzadian, K., and Alani, A.M. (2022). "A critical review of real-time modelling of flood forecasting in urban drainage systems." Journal of Hydrology, Vol. 607, 127476. doi: 10.1016/j.jhydrol.2022.127476. 

    상세보기 crossref

  89. Qi, W., Ma, C., Xu, H., Chen, Z., Zhao, K., and Han, H. (2021). "A review on applications of urban flood models in flood mitigation strategies." Natural Hazards, Vol. 108, No. 1, pp. 31-62. 

    상세보기

  90. Ryu, H.-S., Kim, M.-M., Kim, Y.-S., and An, W.-S. (2010). "Distributed rainfall-runoff analysis of urban basin with GIS technique and Network Analysis." Journal of The Korean Society of Hazard Mitigation, Vol. 10, No. 5, pp. 143-148. 

  91. Shin, S.-Y., Yeo, C.-G., Baek, C.-H., and Kim, Y.-J. (2005). "Mapping inundation areas by flash flood and developing rainfall standards for evacuation in urban settings." Journal of the Korean Association of Geographic Information Studies, Vol. 8, No. 4, pp. 71-80. 

  92. Shon, T.-S., Kang, D.-H., Jang, J.-K., and Shin, H.-S. (2010). "A study of assessment for internal inundation vulnerability in urban area using SWMM." Journal of The Korean Society of Hazard Mitigation, Vol. 10, No. 4, pp. 105-117. 

  93. Singh, V.P., and Frevert, D.K. (2010). Watershed models, CRC Press, FL, U.S. 

  94. Son, A.-L., Bae, S.-H., Han, K.-Y., and Cho, W.-H. (2013). "Prospect of design rainfall in urban area considering climate change." Journal of Korea Water Resources Association, Vol. 46, No. 6, pp. 683-696. 

  95. Son, A.-L., Kim, B.-H., and Han, K.-Y. (2015). "A study on prediction of inundation area considering road network in urban area." Journal of the Korean Society of Civil Engineers, Vol. 35, No. 2, pp. 307-318. 

  96. Song, Y.-H., and Chung, E.-S. (2019). "Spatial prioritization of permeable pavement considering multiple general circulation models: Mokgamcheon watershed." Journal of Korea Water Resources Association, Vol. 52, No. 2, pp. 1011-1023. 

  97. Sun, D., Kang, T., and Lee, S. (2021). "Sensitivity analysis and coverage review of the parameters for inundation simulations of coastal areas using XP-SWMM." Journal of The Korean Society of Hazard Mitigation, Vol. 21, No. 5, pp. 59-68. 

  98. Tak, Y.-H., Kim, J.-D., Kim, Y.-D., and Kang, B.-S. (2016b). "A study on urban inundation prediction using urban runoff model and flood inundation model." Journal of the Korean Society of Civil Engineers, Vol. 36, No. 3, pp. 395-406. 

  99. Tak, Y.-H., Kim, Y.-D., Kang, B.-S., and Park, M.-H. (2016a). "Sewer overflow simulation evaluation of urban runoff model according to detailed terrain scale." Journal of Korea Water Resources Association, Vol. 49, No. 6, pp. 519-528. 

  100. Tak, Y.-H., Kim, Y.-D., Kang, B.-S., and Park, M.-H. (2017). "Application of multi-dimensional flood damage analysis in urban are." Journal of Korea Water Resources Association, Vol. 50, No. 6, pp. 397-405. 

  101. Tran, Q.-K., and Song, S. (2017). "Water level forecasting based on deep learning: A use case of trinity River-Texas-The United States." Journal of Korean Institute of Information Scientists and Engineers, Vol. 44, No. 6, pp. 607-612. 

  102. Yoon, S.-S., and Bae, D.-H. (2010). "The applicability assesment of the short-term rainfall forecasting using translation model." Journal of Korea Water Resources Association, Vol. 43, No. 8, pp. 695-707. 

  103. Yoon, S.-S., Bae, D.-H., and Choi, Y.-J. (2014). "Urban inundation forecasting using predicted radar rainfall: Case study." Journal of The Korean Society of Hazard Mitigation, Vol. 14, No. 3, pp. 117-126. 

  104. Yoon, S.-S., Choi, C.-G., and Bae, D.-H. (2008). "Connection of hydrologic and hydraulic models for flood forecasting in a large urban watershed." Journal of Korea Water Resources Association, Vol. 41, No. 9, pp. 929-941. 

관련 콘텐츠

저작권 관리 안내
섹션별 컨텐츠 바로가기

AI-Helper ※ AI-Helper는 오픈소스 모델을 사용합니다.

AI-Helper 아이콘
AI-Helper
안녕하세요, AI-Helper입니다. 좌측 "선택된 텍스트"에서 텍스트를 선택하여 요약, 번역, 용어설명을 실행하세요.
※ AI-Helper는 부적절한 답변을 할 수 있습니다.

선택된 텍스트

맨위로