Mathew Herrnegger
BOKU University(AT)
Publications by Year
Research Areas
Hydrology and Watershed Management Studies, Flood Risk Assessment and Management, Hydrological Forecasting Using AI, Cryospheric studies and observations, Soil erosion and sediment transport
Most-Cited Works
- → Rainfall–runoff modelling using Long Short-Term Memory (LSTM) networks(2018)1,682 cited
- → Twenty-three unsolved problems in hydrology (UPH) – a community perspective(2019)1,100 cited
- → Toward Improved Predictions in Ungauged Basins: Exploiting the Power of Machine Learning(2019)922 cited
- → Observed and Potential Impacts of the COVID-19 Pandemic on the Environment(2020)324 cited
- → LamaH-CE: LArge-SaMple DAta for Hydrology and Environmental Sciences for Central Europe(2021)145 cited
- → Rainfall-Runoff modelling using Long-Short-Term-Memory (LSTM) networks(2018)128 cited
- → NeuralHydrology – Interpreting LSTMs in Hydrology(2019)128 cited
- → Machine-learning methods for stream water temperature prediction(2021)114 cited
- → Flood risk, climate change and settlement development: a micro-scale assessment of Austrian municipalities(2016)87 cited
- → A systematic assessment of uncertainties in large-scale soil loss estimation from different representations of USLE input factors – a case study for Kenya and Uganda(2020)55 cited