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하천방재
Assessment of Rainfall and Flood Prediction Accuracy in the Seomjin-River Basin Using the Local Data Assimilation Prediction System
Somang Lim, Wansik Yu, Young Teck Hur, Dae Eop Lee, Jisun Byun
J. Korean Soc. Hazard Mitig. 2025;25(1):151-160.  Published online February 27, 2025
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방재시스템
Development of Rainfall Forecasts Merging Method for Flood Forecasting Lead Time
Seok-Hwan Hwang, Jungsoo Yoon, Narae Kang, Seokhyeon Kim
J. Korean Soc. Hazard Mitig. 2025;25(1):39-48.  Published online February 27, 2025
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해안⋅해양방재
Evaluation of Inundation Probability Using Storm Surge Coastal Inundation Prediction Map DB
Hwa Young Lee, Jong Jib Park, Gwang Ho Seo, Kwang Young Jeong, Wan Hee Cho
J. Korean Soc. Hazard Mitig. 2024;24(6):429-436.  Published online December 27, 2024
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시설물방재
Bridge Superstructure Component Performance Prediction Model Based on LightGBM
Youngjae Bae, Yangrok Choi, Kyungrok Kwon, Seungchan Oh, Kibeom Kim, Jung Sik Kong
J. Korean Soc. Hazard Mitig. 2024;24(6):253-261.  Published online December 27, 2024
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산지방재
Machine Learning for Big Data Analytics in Development of Wildfire Prediction Models
Chanjung Lee, Mooyoung Lim, Yohan Lee
J. Korean Soc. Hazard Mitig. 2023;23(2):29-39.  Published online April 27, 2023
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도시방재
Development and Application of Urban Flood Prediction System for Smart Cities
Soohyun Kim, Jongpyo Park, Changyeon Won, Jungmin Lee
J. Korean Soc. Hazard Mitig. 2022;22(6):69-77.  Published online December 23, 2022
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풍수해방재
Development of a Typhoon Damage Prediction Function and Rating System Using Typhoon Characteristics and Tracks
Taegyun Kim
J. Korean Soc. Hazard Mitig. 2022;22(5):201-210.  Published online October 27, 2022
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Development of the Method for Flood Water Level Forecasting and Flood Damage Warning Using an AI-based Model
Donghyun Kim, Kisung Lee, Jong Gu Hwang-Bo, Hung Soo Kim, Soojun Kim
J. Korean Soc. Hazard Mitig. 2022;22(4):145-156.  Published online August 26, 2022
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기상방재
Water Level Prediction of Small and Medium-Sized Rivers Using Artificial Neural Networks
Jeongha Lee, Seokhwan Hwang
J. Korean Soc. Hazard Mitig. 2022;22(2):61-68.  Published online April 26, 2022
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소방방재
A Study on the Improvement of Evacuation Routes according to the Quantitative Evaluation of Fire Disaster Vulnerable Facilities
Hyeongwoo Kim, Insu Choi, Dongho Rie
J. Korean Soc. Hazard Mitig. 2022;22(1):127-133.  Published online February 24, 2022
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풍수해방재
Development and Assessment of Methods for Predicting Rainfall in Unmeasured Watersheds Using the Relation Between Observed and Sensor-Measured Rainfall
Chungdae Lee, Hayong Kim
J. Korean Soc. Hazard Mitig. 2021;21(6):293-302.  Published online December 28, 2021
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소방방재
A Prediction Model of Casualties Based on Machine Learning for Selection of Fire Scenario
Donggoo Seo, Byunghun Park, Younghyun Lee, Wonhee Lee, Jungjae Kim, Hojun Song
J. Korean Soc. Hazard Mitig. 2021;21(5):165-173.  Published online October 27, 2021
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지진방재
Structural Response Estimation Using Gated Recurrent Unit
Geonyeol Jeon, Jaehyung Park, Jongwon Jung, Hyungchul Yoon
J. Korean Soc. Hazard Mitig. 2021;21(3):171-179.  Published online June 25, 2021
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풍수해방재
A Study on Establishment of Drought Index for Agricultural Disaster Prediction
Youngseok Song, Jingul Joo, Hayong Kim, Sangman Jeong, Moojong Park
J. Korean Soc. Hazard Mitig. 2020;20(6):333-341.  Published online December 31, 2020
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A Study on the Prediction of Daily Snowmelt Depth using Multiple Linear Regression
YeoungRok Oh, Gyumin Lee, Kyung Soo Jun, Wooyeon Sunwoo, SeungWoo Baek, Gunhui Chung
J. Korean Soc. Hazard Mitig. 2020;20(6):311-321.  Published online December 31, 2020
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