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Pusan National University: Busan, KR

2022-09-01 to present | Assistant professor (Environmental Engineering)
Employment
Source: Self-asserted source
JongCheol Pyo

Works (41)

Deep learning-based super-resolution for harmful algal bloom monitoring of inland water

GIScience & Remote Sensing
2023-12-31 | Journal article
Part of ISSN: 1548-1603
Part of ISSN: 1943-7226
Contributors: Do Hyuck Kwon; Seok Min Hong; Ather Abbas; Sanghyun Park; Gibeom Nam; Jae-Hyun Yoo; Kyunghyun Kim; Hong Tae Kim; JongCheol Pyo; Kyung Hwa Cho
Source: Self-asserted source
JongCheol Pyo

Developing a data-driven modeling framework for simulating a chemical accident in freshwater

Journal of Cleaner Production
2023-11 | Journal article
Part of ISSN: 0959-6526
Contributors: Soobin Kim; Ather Abbas; JongChoel Pyo; Hyein Kim; Seok Min Hong; Sang-Soo Baek; Kyung Hwa Cho
Source: Self-asserted source
JongCheol Pyo

Autonomous calibration of EFDC for predicting chlorophyll-a using reinforcement learning and a real-time monitoring system

Environmental Modelling & Software
2023-10 | Journal article
Part of ISSN: 1364-8152
Contributors: Seok Min Hong; Ather Abbas; Soobin Kim; Do Hyuck Kwon; Nakyung Yoon; Daeun Yun; Sanguk Lee; Yakov Pachepsky; JongCheol Pyo; Kyung Hwa Cho
Source: Self-asserted source
JongCheol Pyo

Drone-borne sensing of major and accessory pigments in algae using deep learning modeling

GIScience & Remote Sensing
2022-12-31 | Journal article
Part of ISSN: 1548-1603
Part of ISSN: 1943-7226
Contributors: JongCheol Pyo; Seok Min Hong; Jiyi Jang; Sanghun Park; Jongkwan Park; Jae Hoon Noh; Kyung Hwa Cho
Source: Self-asserted source
JongCheol Pyo

Estimation of cyanobacteria pigments in the main rivers of South Korea using spatial attention convolutional neural network with hyperspectral imagery

GIScience & Remote Sensing
2022-12-31 | Journal article
Part of ISSN: 1548-1603
Part of ISSN: 1943-7226
Contributors: Seok Min Hong; Kyung Hwa Cho; Sanghyun Park; Taegu Kang; Moon Sung Kim; Gibeom Nam; JongCheol Pyo
Source: Self-asserted source
JongCheol Pyo

Generalization of U-Net Semantic Segmentation for Forest Change Detection in South Korea Using Airborne Imagery

Forests
2022-12-17 | Journal article
Part of ISSN: 1999-4907
Contributors: JongCheol Pyo; Kuk-jin Han; Yoonrang Cho; Doyeon Kim; Daeyong Jin
Source: Self-asserted source
JongCheol Pyo

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

International Journal of Applied Earth Observation and Geoinformation
2022-11 | Journal article
Part of ISSN: 1569-8432
Contributors: Jinuk Kim; Wonjin Jang; Jin Hwi Kim; Jiwan Lee; Kyung Hwa Cho; Yong-Gu Lee; Kangmin Chon; Sanghyun Park; JongCheol Pyo; Yongeun Park et al.
Source: Self-asserted source
JongCheol Pyo

Hierarchical deep learning model to simulate phytoplankton at phylum/class and genus levels and zooplankton at the genus level

Water Research
2022-06 | Journal article
Part of ISSN: 0043-1354
Contributors: Sang-Soo Baek; Eun-Young Jung; JongCheol Pyo; Yakov Pachepsky; Heejong Son; Kyung Hwa Cho
Source: Self-asserted source
JongCheol Pyo

A novel method for micropollutant quantification using deep learning and multi-objective optimization

Water Research
2022-04 | Journal article
Part of ISSN: 0043-1354
Contributors: Daeun Yun; Daeho Kang; Jiyi Jang; Anne Therese Angeles; JongCheol Pyo; Junho Jeon; Sang-Soo Baek; Kyung Hwa Cho
Source: Self-asserted source
JongCheol Pyo

Dynamic calibration of phytoplankton blooms using the modified SWAT model

Journal of Cleaner Production
2022-04 | Journal article
Part of ISSN: 0959-6526
Contributors: Jiye Lee; So-Young Woo; Yong-Won Kim; Seong-Joon Kim; JongCheol Pyo; Kyung Hwa Cho
Source: Self-asserted source
JongCheol Pyo

Optimal Band Selection for Airborne Hyperspectral Imagery to Retrieve a Wide Range of Cyanobacterial Pigment Concentration Using a Data-Driven Approach

Remote Sensing
2022-04-06 | Journal article
Part of ISSN: 2072-4292
Contributors: Wonjin Jang; Yongeun Park; JongCheol Pyo; Sanghyun Park; Jinuk Kim; Jin Hwi Kim; Kyung Hwa Cho; Jae-Ki Shin; SeongJoon Kim
Source: Self-asserted source
JongCheol Pyo

Analysis of micropollutants in a marine outfall using network analysis and decision tree

Science of The Total Environment
2022-02 | Journal article
Part of ISSN: 0048-9697
Contributors: Sang-Soo Baek; Daeun Yun; JongCheol Pyo; Daeho Kang; Kyung Hwa Cho; Junho Jeon
Source: Self-asserted source
JongCheol Pyo

Inland harmful algal blooms (HABs) modeling using internet of things (IoT) system and deep learning

Environmental Engineering Research
2022-01-26 | Journal article
Part of ISSN: 1226-1025
Part of ISSN: 2005-968X
Contributors: Do Hyuck Kwon; Seok Min Hong; Ather Abbas; JongCheol Pyo; Hyung-Kun Lee; Sang-Soo Baek; Kyung Hwa Cho
Source: Self-asserted source
JongCheol Pyo

Application of Machine Learning for eutrophication analysis and algal bloom prediction in an urban river: A 10-year study of the Han River, South Korea

Science of The Total Environment
2021-11 | Journal article
Part of ISSN: 0048-9697
Contributors: Quang Viet Ly; Xuan Cuong Nguyen; Ngoc C. Lê; Tien-Dung Truong; Thu-Huong T. Hoang; Tae Jun Park; Tahir Maqbool; JongCheol Pyo; Kyung Hwa Cho; Kwang-Sik Lee et al.
Source: Self-asserted source
JongCheol Pyo

Monitoring the vertical distribution of HABs using hyperspectral imagery and deep learning models

Science of The Total Environment
2021-11 | Journal article
Part of ISSN: 0048-9697
Contributors: Seok Min Hong; Sang-Soo Baek; Daeun Yun; Yong-Hwan Kwon; Hongtao Duan; JongCheol Pyo; Kyung Hwa Cho
Source: Self-asserted source
JongCheol Pyo

Deep Learning for Simulating Harmful Algal Blooms Using Ocean Numerical Model

Frontiers in Marine Science
2021-10-12 | Journal article
Part of ISSN: 2296-7745
Contributors: Sang-Soo Baek; JongCheol Pyo; Yong Sung Kwon; Seong-Jun Chun; Seung Ho Baek; Chi-Yong Ahn; Hee-Mock Oh; Young Ok Kim; Kyung Hwa Cho
Source: Self-asserted source
JongCheol Pyo

Cyanobacteria cell prediction using interpretable deep learning model with observed, numerical, and sensing data assemblage

Water Research
2021-09 | Journal article
Part of ISSN: 0043-1354
Contributors: JongCheol Pyo; Kyung Hwa Cho; Kyunghyun Kim; Sang-Soo Baek; Gibeom Nam; Sanghyun Park
Source: Self-asserted source
JongCheol Pyo

Effect of hyperspectral image-based initial conditions on improving short-term algal simulation of hydrodynamic and water quality models

Journal of Environmental Management
2021-09 | Journal article
Part of ISSN: 0301-4797
Contributors: JongCheol Pyo; Yong Sung Kwon; Joong-Hyuk Min; Gibeom Nam; Yong-Sik Song; Jung Min Ahn; Sanghyun Park; Jeongwon Lee; Kyung Hwa Cho; Yongeun Park
Source: Self-asserted source
JongCheol Pyo

Developing a cloud-based toolbox for sensitivity analysis of a water quality model

Environmental Modelling & Software
2021-07 | Journal article
Part of ISSN: 1364-8152
Contributors: Soobin Kim; Yong Sung Kwon; JongCheol Pyo; Mayzonee Ligaray; Joong-Hyuk Min; Jung Min Ahn; Sang-Soo Baek; Kyung Hwa Cho
Source: Self-asserted source
JongCheol Pyo

Designing a marine outfall to reduce microbial risk on a recreational beach: Field experiment and modeling

Journal of Hazardous Materials
2021-05 | Journal article
Part of ISSN: 0304-3894
Contributors: Minjeong Kim; Mayzonee Ligaray; Yong Sung Kwon; Soobin Kim; Sangsoo Baek; JongCheol Pyo; Gahyun Baek; Jingyeong Shin; Jaai Kim; Changsoo Lee et al.
Source: Self-asserted source
JongCheol Pyo

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

Harmful Algae
2021-03 | Journal article
Part of ISSN: 1568-9883
Contributors: Sang-Soo Baek; Yong Sung Kwon; JongCheol Pyo; Jungmin Choi; Young Ok Kim; Kyung Hwa Cho
Source: Self-asserted source
JongCheol Pyo

Sensitivity Analysis and Optimization of a Radiative Transfer Numerical Model for Turbid Lake Water

Remote Sensing
2021-02-15 | Journal article
Part of ISSN: 2072-4292
Contributors: JongCheol Pyo; Yong Sung Kwon; Jae-Hyun Ahn; Sang-Soo Baek; Yong-Hwan Kwon; Kyung Hwa Cho
Source: Self-asserted source
JongCheol Pyo

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

Water Research
2021-01 | Journal article
Part of ISSN: 0043-1354
Contributors: Sang-Soo Baek; Younghun Choi; Junho Jeon; JongCheol Pyo; Jonkwan Park; Kyung Hwa Cho
Source: Self-asserted source
JongCheol Pyo

Prediction of Water Level and Water Quality Using a CNN-LSTM Combined Deep Learning Approach

Water
2020-12-03 | Journal article
Part of ISSN: 2073-4441
Contributors: Sang-Soo Baek; Jongcheol Pyo; Jong Ahn Chun
Source: Self-asserted source
JongCheol Pyo

Estimation of heavy metals using deep neural network with visible and infrared spectroscopy of soil

Science of The Total Environment
2020-11 | Journal article
Part of ISSN: 0048-9697
Contributors: JongCheol Pyo; Seok Min Hong; Yong Sung Kwon; Moon Sung Kim; Kyung Hwa Cho
Source: Self-asserted source
JongCheol Pyo

Using convolutional neural network for predicting cyanobacteria concentrations in river water

Water Research
2020-11 | Journal article
Part of ISSN: 0043-1354
Contributors: JongCheol Pyo; Lan Joo Park; Yakov Pachepsky; Sang-Soo Baek; Kyunghyun Kim; Kyung Hwa Cho
Source: Self-asserted source
JongCheol Pyo

Identification and enumeration of cyanobacteria species using a deep neural network

Ecological Indicators
2020-08 | Journal article
Part of ISSN: 1470-160X
Contributors: Sang-Soo Baek; JongCheol Pyo; Yakov Pachepsky; Yongeun Park; Mayzonee Ligaray; Chi-Yong Ahn; Young-Hyo Kim; Jong Ahn Chun; Kyung Hwa Cho
Source: Self-asserted source
JongCheol Pyo

A novel water quality module of the SWMM model for assessing low impact development (LID) in urban watersheds

Journal of Hydrology
2020-07 | Journal article
Part of ISSN: 0022-1694
Contributors: Sang-Soo Baek; Mayzonee Ligaray; Jongcheol Pyo; Jong-Pyo Park; Joo-Hyon Kang; Yakov Pachepsky; Jong Ahn Chun; Kyung Hwa Cho
Source: Self-asserted source
JongCheol Pyo

An Integrative Remote Sensing Application of Stacked Autoencoder for Atmospheric Correction and Cyanobacteria Estimation Using Hyperspectral Imagery

Remote Sensing
2020-03-27 | Journal article
Part of ISSN: 2072-4292
Contributors: JongCheol Pyo; Hongtao Duan; Mayzonee Ligaray; Minjeong Kim; Sangsoo Baek; Yong Sung Kwon; Hyuk Lee; Taegu Kang; Kyunghyun Kim; YoonKyung Cha et al.
Source: Self-asserted source
JongCheol Pyo

Drone-based hyperspectral remote sensing of cyanobacteria using vertical cumulative pigment concentration in a deep reservoir

Remote Sensing of Environment
2020-01 | Journal article
Part of ISSN: 0034-4257
Contributors: Yong Sung Kwon; JongCheol Pyo; Yong-Hwan Kwon; Hongtao Duan; Kyung Hwa Cho; Yongeun Park
Source: Self-asserted source
JongCheol Pyo

Simulating seasonal variability of phytoplankton in stream water using the modified SWAT model

Environmental Modelling & Software
2019-12 | Journal article
Part of ISSN: 1364-8152
Contributors: JongCheol Pyo; Yakov A. Pachepsky; Minjeong Kim; Sang-Soo Baek; Hyuk Lee; YoonKyung Cha; Yongeun Park; Kyung Hwa Cho
Source: Self-asserted source
JongCheol Pyo

A convolutional neural network regression for quantifying cyanobacteria using hyperspectral imagery

Remote Sensing of Environment
2019-11 | Journal article
Part of ISSN: 0034-4257
Contributors: JongCheol Pyo; Hongtao Duan; Sangsoo Baek; Moon Sung Kim; Taegyun Jeon; Yong Sung Kwon; Hyuk Lee; Kyung Hwa Cho
Source: Self-asserted source
JongCheol Pyo

Deep neural networks for modeling fouling growth and flux decline during NF/RO membrane filtration

Journal of Membrane Science
2019-10 | Journal article
Part of ISSN: 0376-7388
Contributors: Sanghun Park; Sang-Soo Baek; JongCheol Pyo; Yakov Pachepsky; Jongkwan Park; Kyung Hwa Cho
Source: Self-asserted source
JongCheol Pyo

Monitoring Coastal Chlorophyll-a Concentrations in Coastal Areas Using Machine Learning Models

Water
2018-08-02 | Journal article
Part of ISSN: 2073-4441
Contributors: Yong Kown; Seung Baek; Young Lim; JongCheol Pyo; Mayzonee Ligaray; Yongeun Park; Kyung Cho
Source: Self-asserted source
JongCheol Pyo

High-Spatial Resolution Monitoring of Phycocyanin and Chlorophyll-a Using Airborne Hyperspectral Imagery

Remote Sensing
2018-07-26 | Journal article
Part of ISSN: 2072-4292
Contributors: Jong Pyo; Mayzonee Ligaray; Yong Kwon; Myoung-Hwan Ahn; Kyunghyun Kim; Hyuk Lee; Taegu Kang; Seong Cho; Yongeun Park; Kyung Cho
Source: Self-asserted source
JongCheol Pyo

Evaluating physico-chemical influences on cyanobacterial blooms using hyperspectral images in inland water, Korea

Water Research
2017-12 | Journal article
Part of ISSN: 0043-1354
Contributors: Yongeun Park; JongCheol Pyo; Yong Sung Kwon; YoonKyung Cha; Hyuk Lee; Taegu Kang; Kyung Hwa Cho
Source: Self-asserted source
JongCheol Pyo

Optimizing Agricultural Best Management Practices in a Lake Erie Watershed

JAWRA Journal of the American Water Resources Association
2017-12 | Journal article
Part of ISSN: 1093-474X
Contributors: Jongcheol Pyo; Sang-Soo Baek; Minjeong Kim; Sanghun Park; Hyuk Lee; Jin-Sung Ra; Kyung Hwa Cho
Source: Self-asserted source
JongCheol Pyo

Optimizing Semi-Analytical Algorithms for Estimating Chlorophyll-a and Phycocyanin Concentrations in Inland Waters in Korea

Remote Sensing
2017-05-30 | Journal article
Part of ISSN: 2072-4292
Contributors: JongCheol Pyo; Yakov Pachepsky; Sang-Soo Baek; YongSeong Kwon; MinJeong Kim; Hyuk Lee; Sanghyun Park; YoonKyung Cha; Rim Ha; Gibeom Nam et al.
Source: Self-asserted source
JongCheol Pyo

Chlorophyll-<i>a</i>concentration estimation using three difference bio-optical algorithms, including a correction for the low-concentration range: the case of the Yiam reservoir, Korea

Remote Sensing Letters
2016-05-03 | Journal article
Part of ISSN: 2150-704X
Part of ISSN: 2150-7058
Contributors: JongCheol Pyo; SeongHyeon Ha; Yakov A. Pachepsky; Hyuk Lee; Rim Ha; Gibeom Nam; Moon S. Kim; Jungho Im; Kyung Hwa Cho
Source: Self-asserted source
JongCheol Pyo

Modeling seasonal variability of fecal coliform in natural surface waters using the modified SWAT

Journal of Hydrology
2016-04 | Journal article
Part of ISSN: 0022-1694
Contributors: Kyung Hwa Cho; Yakov A. Pachepsky; Minjeong Kim; JongCheol Pyo; Mi-Hyun Park; Young Mo Kim; Jung-Woo Kim; Joon Ha Kim
Source: Self-asserted source
JongCheol Pyo

Comparative Studies of Different Imputation Methods for Recovering Streamflow Observation

Water
2015-12-04 | Journal article
Part of ISSN: 2073-4441
Contributors: Minjeong Kim; Sangsoo Baek; Mayzonee Ligaray; Jongcheol Pyo; Minji Park; Kyung Cho
Source: Self-asserted source
JongCheol Pyo