조건부 생성모델을 이용한 강수 패턴에 따른 지하수위 생성 및 이의 활용에 관한 연구

In this study, a method has been proposed to improve the performance of hydraulic property estimation model developed by Jeong et al. (2020). In their study, low-dimensional features of the annual groundwater level (GWL) fluctuation patterns extracted based on a Denoising autoencoder (DAE) was used...

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Bibliographic Details

Published in:	자원환경지질 Vol. 54; no. 1; pp. 77 - 89
Main Authors:	정지호(Jiho Jeong), 정진아(Jina Jeong), 이병선(Byung Sun Lee), 송성호(Sung-Ho Song)
Format:	Journal Article
Language:	Korean
Published:	Korea Society Of Economic&Environmental Geology 28.02.2021 대한자원환경지질학회
Subjects:	지질학 강수 패턴 groundwater level fluctuation pattern conditional variational autoencoder precipitation pattern 조건부 변분 오토인코더 generative model 생성모델 대수층 수리특성 예측 hydraulic property estimation 지하수위 변동 패턴
ISSN:	1225-7281, 2288-7962
Online Access:	Get full text
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