Research Project

Ongoing Project

1. IPET 농업기반 및 재해대응기술개발사업, 연구책임 (PI)

- Period: 2020.04.29 - Current

- Research title: Development of water quality management techniques for agricultural reservoir using ICT

2. HWMC 연구용역사업, 연구책임(PI)

- Period: 2022.09.14 - Current

- Research title: Establishing a prediction system for the occurrence of cyanobacteria and its metabolites using big-data analysis and artificial intelligence

3. KEITI, 수생태계 건강성 확보 기술개발사업, 세부연구책임(PI)

- Period: 2024.04.01 - Current

- Research title: Development of base runoff tracking and nutrient inflow prediction technology

4. KU 우수연구인력 양성사업, 연구책임 (PI)

- Period: 2024.06.01 - 2025.05.31

- Research title: Development of algae prediction model using deep-learning and data resampling

Completed Project

1. 과학기술정보통신부 일반사업, 연구책임 (PI)

- Period: 2018.05.01 - 2018.11.30

- Research title: Monitoring water quality and cyanobacterial blooms in Daechung Lake and

developing remote sensing algorithm for quantifying pigment concentration

2. 지자체 연구사업 (GBGEC project), 연구책임 (PI)

- Period: 2018.06.22 - 2018.12.31

- Research title: Investigation of aquatic ecosystem in Wangpi Stream

3. NRF 개인기초연구사업, 연구책임 (PI)

- Period: 2018.03.01 - 2019.02.28

- Research title: Prediction of harmful cyanobacteria blooms using a deep learning algorithm in a lake

4. KU project, 연구책임 (PI)

- Period: 2018.04.01 - 2019.03.31

- Research title: Prediction of variations in fecal indicator bacterial concentration in terms of

climate change in watershed

5. NRF 거대과학연구개발사업, 공동연구

- Period: 2016.09.01 - 2018.02.28

- Research title: Development of the combined watershed-hydrodynamic model for controling harmful algal blooms

6. NIER 연구용역사업, 세부연구책임(PI)

- Period: 2019.06.17 - 2019.12.31

- Research title: 수질예측 불확실성 정량화 기법 개발(I) - EFDC-NIER 모델 광역적 민감도 분석

7. 지자체 연구사업 (GBGEC project), 연구책임 (PI)

- Period: 2019.04.29 - 2019.12.31

- Research title: Research on management practices for a stock farm under legal standard

8. NRF 과학기술국제화사업, 공동연구

- Period: 2019.02.01 - 2019.06.30

- Research title: 수계 내 병원성 박테리아 예측 모델 개발을 위한 공동 연구

9. KU project, 연구책임 (PI)

- Period: 2019.05.01 - 2020.04.30

- Research title: Deciphering on the development procedure of fundamental database for classifying and quantifying of harmful algal blooms using artificial intelligence

10. 환경부 연구용역 (공동연구)

- Period: 2019.03.29 - 2020.03.28

- Research title: 낙동강 유역 통합관리방안 마련 연구

11. NRF 개인기초연구사업, 연구책임 (PI)

- Period: 2019.03.01 - 2021.02.28

- Research title: Rapid Classification and quantification of freshwater harmful cyanobacteria and

red-tide using image analysis by a deep neural network

12. NIER 연구용역, 공동연구

- Period: 2021.01.01 - 2021.11.30

- Research title: 폐금속광산 및 산업단지 퇴적물 모니터링 시범사업(III)

13. KU 우수연구인력 양성사업, 연구책임 (PI)

- Period: 2021.05.01 - 2022.04.30

- Research title: Development of algae classification algorithm using deep-learning

14. NRF 원천기술개발사업, 세부연구책임 (PI)

- Period: 2019.03.01 - 2022.10.31

- Research title: Construction of simulation system for groundwater and low impact development

15. NRF 기본연구사업, 연구책임 (PI)

- Period: 2021.06.01 - 2024.02.29

- Research title: Development of real-time monitoring system to detect floating plastic debris using a deep-learning algorithm in waterbodies