Heechan Han

Development of Water Level Prediction Models Using Machine Learning in Wetlands: A Case Study of Upo Wetland in South Korea

Changhyun Choi, Jungwook Kim, Heechan Han et al. · Water · 2019 · 129 citations · Full text

Hydrological Prediction, Engineering, Hydrologic Engineering +16

Improved runoff forecasting performance through error predictions using a deep-learning approach

Heechan Han, Ryan R. Morrison · Journal of Hydrology · 2022 · 78 citations

Forecasting Methodology, Surface Runoff, Runoff Forecasting Performance +10

Use of a high-resolution-satellite-based precipitation product in mapping continental-scale rainfall erosivity: A case study of the United States

Jungho Kim, Heechan Han, Boran Kim et al. · CATENA · 2020 · 64 citations · Full text

Hydrometeorology, Climatology, Meteorology +12

Deep Learning with Long Short Term Memory Based Sequence-to-Sequence Model for Rainfall-Runoff Simulation

Heechan Han, Changhyun Choi, Jaewon Jung et al. · Water · 2021 · 64 citations · Full text

Hydrological Prediction, Engineering, Machine Learning +22

Data-driven approaches for runoff prediction using distributed data

Heechan Han, Ryan R. Morrison · Stochastic Environmental Research and Risk Assessment · 2021 · 60 citations

Engineering, Data Science, Hydrological Modeling +2