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A hybrid machine learning approach to investigate the changing urban thermal environment by dynamic land cover transformation: A case study of Suwon, republic of Korea File File

Lee, Siwoo , Yoo, Cheolhee , Im, Jungho , Cho, Dongjin , Lee, Yeonsu , Bae, Dukwon

Article Issue Date2023-08 View746

A machine learning approach for early warning of cyanobacterial bloom outbreaks in a freshwater reservoir File

Park, Yongeun , Lee, Han Kyu , Shin, Jae-Ki , Chon, Kangmin , Kim, SungHwan , Cho, Kyung Hwa , Kim, Jin Hwi , Baek, Sang-Soo

Article Issue Date2021-06 View15

An integrated machine-learning platform for assessing various dynamic responses of steel beams File

Rhee, Jeong H. , Nguyen, Hoang D. , Kim, Moon K. , Lim, Yun M. , Kim, Gun

Article Issue Date2024-03 View18

Application of airborne hyperspectral imagery to retrieve spatiotemporal CDOM distribution using machine learning in a reservoir File File

Kim, Jinuk , Jang, Wonjin , Kim, Jin Hwi , Lee, Jiwan , Cho, Kyung Hwa , Lee, Yong-Gu , Chon, Kangmin , Park, Sanghyun , Pyo, JongCheol , Park, Yongeun , et al

Article Issue Date2022-11 View18

Atmospheric-correction-free red tide quantification algorithm for GOCI based on machine learning combined with a radiative transfer simulation File

Kim, Young Jun , Kim, Wonkook , Im, Jungho , Choi, Jongkuk , Lee, Sunju

Article Issue Date2023-05 View12

Comparison of different machine learning algorithms to estimate liquid level for bioreactor management File File

Yu, Sung Il , Rhee, Chaeyoung , Cho, Kyung Hwa , Shin, Seung Gu

Article Issue Date2023-04 View20

Deep reinforcement learning in an ultrafiltration system: Optimizing operating pressure and chemical cleaning conditions File

Park, Sanghun , Shim, Jaegyu , Yoon, Nakyung , Lee, Sungman , Kwak, Donggeun , Lee, Seungyong , Kim, Young Mo , Son, Moon , Cho, Kyung Hwa

Article Issue Date2022-12 View11

Detection and monitoring of forest fires using Himawari-8 geostationary satellite data in South Korea File File

Jang, Eunna , Kang, Yoojin , Im, Jungho , Lee, Dong-Won , Yoon, Jongmin , Kim, Sang-Kyun

Article Issue Date2019-02 View16

Detection of tropical cyclone genesis via quantitative satellite ocean surface wind pattern and intensity analyses using decision trees File

Park, Myung-Sook , Kim, Minsang , Lee, Myong-In , Im, Jungho , Park, Seonyoung

Article Issue Date2016-09 View14

Development of enhanced groundwater arsenic prediction model using machine learning approaches in Southeast Asian countries File

Park, Yongeun , Ligaray, Mayzonee , Kim, Young Mo , Kim, Joon Ha , Cho, Kyung Hwa , Sthiannopkao, Suthipong

Article Issue Date2016-06 View21

Development of extreme gradient boosting model for prediction of punching shear resistance of R/C interior slabs File

Nguyen, Hoang D. , Gia Toai Truong , Shin, Myoungsu

Article Issue Date2021-05 View9

Development of Mid-range Forecast Models of Forest Fire Risk Using Machine Learning File File

Park, Sumin , Son, Bokyung , Im, Jungho , Kang, Yoojin , Kwon, Chungeun , Kim, Sungyong

Article Issue Date2022-10 View47

Development of PM2.5 management strategy in the industrial city of Ulsan: a comprehensive approach to understanding the risk and sources of PM2.5 File

Lee, Sang-Jin

Thesis Issue Date2024-02 View51

Estimation of ground-level PM10 and PM2.5 concentrations using boosting-based machine learning from satellite and numerical weather prediction data File File

Park, Seohui , Kim, Miae , Im, Jungho

Article Issue Date2021-04 View22

Estimation of High Resolution Sea Surface Salinity Using Multi Satellite Data and Machine Learning File File

Sung, Taejun , Sim, Seongmun , Jang, Eunna , Im, Jungho

Article Issue Date2022-10 View63

Estimation of shrub willow biophysical parameters across time and space from Sentinel-2 and unmanned aerial system (UAS) data File

Xu, Jin , Quackenbush, Lindi J. , Volk, Timothy A. , Im, Jungho

Article Issue Date2022-10 View7

Estimation of spatially continuous daytime particulate matter concentrations under all sky conditions through the synergistic use of satellite-based AOD and numerical models File

Park, Seohui , Lee, Junghee , Im, Jungho , Song, Chang-Keun , Choi, Myungje , Kim, Jhoon , Lee, Seungun , Park, Rokjin , Kim, Sang-Min , Yoon, Jongmin , et al

Article Issue Date2020-04 View19

Exploration of time series model for predictive evaluation of long-term performance of membrane distillation desalination File

Ray, Saikat Sinha , Verma, Rohit Kumar , Singh, Ashutosh , Myung, Suwan , Park, You-In , Kim, In-Chul , Lee, Hyung Kae , Kwon, Young-Nam

Article Issue Date2022-04 View28

Exploring potential machine learning application based on big data for prediction of wastewater quality from different full-scale wastewater treatment plants File

Quang Viet Ly , Viet Hung Truong , Ji, Bingxuan , Xuan Cuong Nguyen , Cho, Kyung Hwa , Ngo, Huu Hao , Zhang, Zhenghua

Article Issue Date2022-08 View16

Fine particulate concentrations over East Asia derived from aerosols measured by the advanced Himawari Imager using machine learning File

Cho, Yeseul , Kim, Jhoon , Lee, Jeewoo , Choi, Myungje , Lim, Hyunkwang , Lee, Seoyoung , Im, Jungho

Article Issue Date2023-07 View28

Forest biomass estimation from airborne LiDAR data using machine learning approaches File

Gleason, Colin J. , Im, Jungho

Article Issue Date2012-10 View51

Framework for rapid characterization of fresh properties of cementitious materials using point cloud and machine learning File

Yoon, Jinyoung , Kim, Hyunjun , Ju, Suhwan , Li, Zhanzhao , Pyo, Sukhoon

Article Issue Date2023-10 View29

Geostationary satellite-derived ground-level particulate matter concentrations using real-time machine learning in Northeast Asia File

Park, Seohui , Im, Jungho , Kim, Jhoon , Kim, Sang-Min

Article Issue Date2022-08 View18

Global sea surface salinity via the synergistic use of SMAP satellite and HYCOM data based on machine learning File

Jang, Eunna , Kim, Young Jun , Im, Jungho , Park, Young-Gyu , Sung, Taejun

Article Issue Date2022-05 View16

Identification of influencing factors of A. catenella bloom using machine learning and numerical simulation File

Baek, Sang-Soo , Kwon, Yong Sung , Pyo, JongCheol , Choi, Jungmin , Kim, Young Ok , Cho, Kyung Hwa

Article Issue Date2021-03 View26

Improved retrievals of aerosol optical depth and fine mode fraction from GOCI geostationary satellite data using machine learning over East Asia File File

Kang, Yoojin , Kim, Miae , Kang, Eunjin , Cho, Dongjin , Im, Jungho

Article Issue Date2022-01 View31

Improved soil moisture estimation: Synergistic use of satellite observations and land surface models over CONUS based on machine learning File

Lee, Jaese , Park, Sumin , Im, Jungho , Yoo, Cheolhee , Seo, Eunkyo

Article Issue Date2022-06 View13

Improved Tropical Cyclone Track Simulation over the Western North Pacific using the WRF Model and a Machine Learning Method File

Kim, Kyoungmin , Yoon, Donghyuck , Cha, Dong-Hyun , Im, Jungho

Article Issue Date2023-06 View34

Improving the performance of machine learning models for early warning of harmful algal blooms using an adaptive synthetic sampling method File

Kim, Jin Hwi , Shin, Jae-Ki , Lee, Hankyu , Lee, Dong Hoon , Kang, Joo-Hyon , Cho, Kyung Hwa , Lee, Yong-Gu , Chon, Kangmin , Baek, Sang-Soo , Park, Yongeun

Article Issue Date2021-12 View19

Machine learning approach for predicting anaerobic digestion performance and stability in direct interspecies electron transfer-stimulated environments File

Baek, Gahyun , Lee, Changsoo , Yoon, Jinyoung

Article Issue Date2023-04 View26

Machine learning approaches for detecting tropical cyclone formation using satellite data File File

Kim, Minsang , Park, Myung-Sook , Im, Jungho , Park, S , Lee, Myong-In

Article Issue Date2019-05 View24

Machine learning approaches to predict the photocatalytic performance of bismuth ferrite-based materials in the removal of malachite green File

Jaffari, Zeeshan Haider , Abbas, Ather , Lam, Sze-Mun , Park, Sanghun , Chon, Kangmin , Kim, Eun-Sik , Cho, Kyung Hwa

Article Issue Date2023-01 View19

Machine learning-based ground motion models for predicting PSAs of borehole motions in Japan File

Kang, Sinhang , Mun, Eunbi , Phuong, Dung Tran Thi , Kim, Byungmin

Article Issue Date2024-03 View17

Machine learning-based pedotransfer functions to predict soil water characteristics curves File

Pham, Khanh , Kim, Dongku , Le, Canh, V , Won, Jongmuk

Article Issue Date2023-09 View9

Machine learning-based prediction for maximum displacement of seismic isolation systems File

Nguyen, Hoang D. , Dao, Nhan D. , Shin, Myoungsu

Article Issue Date2022-07 View18

Machine-learning-based prediction and optimization of emerging contaminants' adsorption capacity on biochar materials File

Jaffari, Zeeshan Haider , Jeong, Heewon , Shin, Jaegwan , Kwak, Jinwoo , Son, Changgil , Lee, Yong-Gu , Kim, Sangwon , Chon, Kangmin , Cho, Kyung Hwa

Article Issue Date2023-06 View19

Management strategy of granular sludge settleability in saline denitrification: Insights from machine learning File

Jeon, Junbeom , Choi, Minkyu , Park, Suin , Bae, Hyokwan

Article Issue Date2024-08 View11

Mapping nationwide concentrations of sulfate and nitrate in ambient PM2.5 in South Korea using machine learning with ground observation data File

Lee, Sang-Jin , Ju, Jeong-Tae , Lee, Jong-Jae , Song, Chang-Keun , Shin, Sun-A , Jung, Hae-Jin , Shin, Hye Jung , Choi, Sung-Deuk

Article Issue Date2024-05 View23

Meteorological drought forecasting for ungauged areas based on machine learning: Using long-range climate forecast and remote sensing data File

Rhee, Jinyoung , Im, Jungho

Article Issue Date2017-05 View14

Mitigating underestimation of fire emissions from the Advanced Himawari Imager: A machine learning and multi-satellite ensemble approach File

Kang, Yoojin , Im, Jungho

Article Issue Date2024-04 View17

Nitrogen removal in subsurface constructed wetland: Assessment of the influence and prediction by data mining and machine learning File

Xuan Cuong Nguyen , Quang Viet Ly , Li, Jianxin , Bae, Hyokwan , Xuan-Thanh Bui , Thi Thanh Huyen Nguyen , Quoc Ba Tran , Thi-Dieu-Hien Vo , Nghiem, Long D.

Article Issue Date2021-08 View23

Object-based landfast sea ice detection over West Antarctica using time series ALOS PALSAR data File

Kim, Miae , Kim, Hyun-Cheol , Im, Jungho , Lee, Sanggyun , Han, Hyangsun

Article Issue Date2020-06 View22

Predicting permanent strain accumulation of unbound aggregates using machine learning algorithms File

Won, Jongmuk , Tutumluer, Erol , Byun, Yong-Hoon

Article Issue Date2023-09 View7

Rainfall intensity estimation using geostationary satellite data based on machine learning: A case study in the korean peninsula in summer File File

Shin, Yeji , Han, Daehyeon , Im, Jungho

Article Issue Date2021-12 View14

Rapid seismic damage-state assessment of steel moment frames using machine learning File

Nguyen, Hoang D. , LaFave, James M. , Lee, Young-Joo , Shin, Myoungsu

Article Issue Date2022-02 View25

Replacing the internal standard to estimate micropollutants using deep and machine learning File

Baek, Sang-Soo , Choi, Younghun , Jeon, Junho , Pyo, JongCheol , Park, Jongkwan , Cho, Kyung Hwa

Article Issue Date2021-01 View18

Retrieval of hourly PM2.5 using top-of-atmosphere reflectance from geostationary ocean color imagers I and II File

Choi, Hyunyoung , Park, Seonyoung , Kang, Yoojin , Im, Jungho , Song, Sanghyeon

Article Issue Date2023-04 View27

Seismic fragility analysis of steel moment frames using machine learning models File

Nguyen, Hoang D. , Lee, Young-Joo , LaFave, James M. , Shin, Myoungsu

Article Issue Date2023-08 View31

Sequential backward feature selection for optimizing permanent strain model of unbound aggregates File

Aregbesola, Samuel Olamide , Won, Jongmuk , Kim, Seungjun , Byun, Yong-Hoon

Article Issue Date2023-12 View10

Simulation models of microbial community, pH, and volatile fatty acids of anaerobic digestion developed by machine learning File

Yu, Sung Il , Jeong, Heewon , Shin, Juhee , Shin, Seung Gu , Abbas, Ather , Yun, Daeun , Bae, Hyokwan , Cho, Kyung Hwa

Article Issue Date2024-04 View25

Stressor-response modeling using the 2D water quality model and regression trees to predict chlorophyll-a in a reservoir system File

Park, Yongeun , Pachepsky, Yakov A. , Cho, Kyung Hwa , Jeon, Dong Jin , Kim, Joon Ha

Article Issue Date2015-10 View12

The risk assessment of arsenic contamination in the urbanized coastal aquifer of Rayong groundwater basin, Thailand using the machine learning approach File File

Sumdang, Narongpon , Chotpantarat, Srilert , Cho, Kyung Hwa , Thanh, Nguyen Ngoc

Article Issue Date2023-03 View12

Variable selection for hedonic model using machine learning approaches: A case study in Onondaga County, NY File

Yoo, Sanglim , Im, Jungho , Wagner, John E.

Article Issue Date2012-09 View27

Wildfire Severity Mapping Using Sentinel Satellite Data Based on Machine Learning Approaches File

Sim, Seongmun , Kim, Woohyeok , Lee, Jaese , Kang, Yoojin , Im, Jungho , Kwon, Chunguen , Kim, Sungyong

Article Issue Date2020-10 View13

스태킹 앙상블 모델을 이용한 시간별 지상 오존 공간내삽 정확도 향상 File

김예진 , 강은진 , 조동진 , 이시우 , 임정호

Article Issue Date2022-09 View15

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