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Sang-Chul Lee

Sang-Chul Lee

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Professor

About

이상철 교수 연구실(환경 빅데이터 모델링 연구실, EDAM Lab)은 서울시립대 건설환경공학과(환경공학부) 소속으로, 환경 데이터 분석 및 모델링을 연구한다. 수질·수문·토양·폐기물 등 다양한 환경 빅데이터를 취합·분석·처리하여 환경문제를 해결하는 연구를 수행한다.

Research keywords

환경 데이터 분석 및 모델링

Selected publications

  • Improving prediction capacity of a hybrid model of LSTM and SWAT by reducing parameter uncertaintyJournal of Hydrology · 2024
  • Detecting causal relationship between upland non-floodplain wetlands and downstream water through groundwater using convergent cross mappingScientific Reports · 2023
  • Classifying cropland vulnerability to pollutant loads across South Korea under climate change conditions using Soil Vulnerability IndexAgricultural Water Management · 2023
  • Comparison of PM2.5 prediction performance of the three deep learning models: A case study of Seoul, Daejeon, and BusanJournal of Industrial and Engineering Chemistry · 2023
  • Combined use of crop yield statistics and remotely sensed products for enhanced simulations of evapotranspiration within an agricultural watershedAgricultural Water Management · 2022
  • Uncertainty assessment of multi-parameter, multi-GCM, and multi-RCP simulations for streamflow and non-floodplain wetland (NFW) water storageJournal of Hydrology · 2021

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