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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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지진방재
Construction of a Site- and Period-Specific Seismic Hazard Map for the Korean Peninsula
Hyun Woo Jee, Sang Whan Han
J. Korean Soc. Hazard Mitig. 2020;20(2):207-220.  Published online April 30, 2020
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환경방재
Real-time Prediction of Urban Inundation based on SWMM 1D-1D Model
Jong Kyung Jang, Min Ki Park, Na Eun Lee, Jae Min Lee, Dong Min Yang
J. Korean Soc. Hazard Mitig. 2020;20(1):401-411.  Published online February 29, 2020
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풍수해방재
Applying Observed Rainfall and Deep Neural Network for Urban Flood Analysis
Hyun Il Kim, Jae Young Lee, Kun Yeun Han, Jae Woong Cho
J. Korean Soc. Hazard Mitig. 2020;20(1):339-350.  Published online February 29, 2020
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Developing Drought Damage Prediction Equation Considering Economic Indicators and Basic Indicators of Asian Countries
Youngseok Song, Heesup Lee, Jinbok Kim, Jongun Park, Moojong Park
J. Korean Soc. Hazard Mitig. 2019;19(7):451-461.  Published online December 31, 2019
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