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Browsing by Singh, Vijay P.Author

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Showing results 1 to 9 of 9

Deep Learning for Hydrometeorology and Environmental Science

이태삼; Singh, Vijay P.; Cho, Kyung Hwa

BookIssue Date2021PublisherSpringerISBN9783030647766
SCIESCOPUS
Discrete k-nearest neighbor resampling for simulating multisite precipitation occurrence and model adaption to climate changeopen access

Lee, Taesam; Singh, Vijay P.

ArticleIssue Date2019CitationGEOSCIENTIFIC MODEL DEVELOPMENT, v.12, no.3, pp 1189 - 1207PublisherCOPERNICUS GESELLSCHAFT MBH
SCIESCOPUS
KNN Local Linear Regression for Demarcating River Cross-Sections with Point Cloud Data from UAV Photogrammetry URiver-Xopen access

Lee, Taesam; Hwang, Seonghyeon; Singh, Vijay P.

ArticleIssue Date2024CitationRemote Sensing, v.16, no.10PublisherMultidisciplinary Digital Publishing Institute (MDPI)
SCIESCOPUS
ML-based regionalization of climate variables to forecast seasonal precipitation for water resources managementopen access

Lee, Taesam; Won, Chang-Hee; Singh, Vijay P.

ArticleIssue Date2024CitationMachine Learning: Science and Technology, v.5, no.1PublisherIOP Publishing
SCISCIESCOPUS
Stepwise extreme learning machine for statistical downscaling of daily maximum and minimum temperature

MoradiKhaneghahi, Mahsa; Lee, Taesam; Singh, Vijay P.

ArticleIssue Date2019CitationSTOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT, v.33, no.4-6, pp 1035 - 1056PublisherSPRINGER
SCIESCOPUS
Stochastic simulation on reproducing long-term memory of hydroclimatological variables using deep learning model

Lee, Taesam; Shin, Ju-Young; Kim, Jong-Suk; Singh, Vijay P.

ArticleIssue Date2020CitationJournal of Hydrology, v.582PublisherElsevier BV
SCIESCOPUS
Temporal downscaling of daily precipitation to 10 min data for assessment of climate change impact on floods in small-size watersheds applied to Jinju, South Korea

Lee, Taesam; Jo, Jaephil; Singh, Vijay P.

ArticleIssue Date2022CitationClimate Dynamics, v.59, no.7-8, pp 2381 - 2407PublisherSpringer Verlag
SCIESCOPUS
UAV Photogrammetry-Based Flood Early Warning System Applied to Migok-cheon Stream, South Korea

Lee, Taesam; Singh, Vijay P.; Ha, Taegyu

ArticleIssue Date2022CitationJOURNAL OF HYDROLOGIC ENGINEERING, v.27, no.9PublisherASCE-AMER SOC CIVIL ENGINEERS
SCIESCOPUSKCI
UAV Photogrammetry-based Sea Level Establishment for a Storm Surge Early Warning System in Wolpo-beach, South Korea

Seong, Kiyoung; Lee, Taesam; Singh, Vijay P.

ArticleIssue Date2024CitationKSCE Journal of Civil Engineering, v.28, no.6, pp 2505 - 2514PublisherKorean Society of Civil Engineers
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