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Mathew Herrnegger
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Rainfall–runoff modelling using long short-term memory (LSTM) networks
F Kratzert, D Klotz, C Brenner, K Schulz, M Herrnegger
Hydrology and Earth System Sciences 22 (11), 6005-6022, 2018
9822018
Twenty-three unsolved problems in hydrology (UPH)–a community perspective
G Blöschl, MFP Bierkens, A Chambel, C Cudennec, G Destouni, A Fiori, ...
Hydrological sciences journal 64 (10), 1141-1158, 2019
6392019
Toward improved predictions in ungauged basins: Exploiting the power of machine learning
F Kratzert, D Klotz, M Herrnegger, AK Sampson, S Hochreiter, GS Nearing
Water Resources Research 55 (12), 11344-11354, 2019
3962019
Observed and potential impacts of the COVID-19 pandemic on the environment
S Cheval, C Mihai Adamescu, T Georgiadis, M Herrnegger, A Piticar, ...
International journal of environmental research and public health 17 (11), 4140, 2020
3492020
NeuralHydrology–interpreting LSTMs in hydrology
F Kratzert, M Herrnegger, D Klotz, S Hochreiter, G Klambauer
Explainable AI: Interpreting, explaining and visualizing deep learning, 347-362, 2019
1022019
Flood risk, climate change and settlement development: a micro-scale assessment of Austrian municipalities
L Löschner, M Herrnegger, B Apperl, T Senoner, W Seher, ...
Regional Environmental Change 17, 311-322, 2017
762017
Machine learning methods for stream water temperature prediction
M Feigl, K Lebiedzinski, M Herrnegger, K Schulz
Hydrology and Earth System Sciences Discussions 2021, 1-35, 2021
732021
Type-specific reference conditions of fluvial landscapes: a search in the past by 3D-reconstruction
S Hohensinner, M Herrnegger, AP Blaschke, C Habereder, G Haidvogl, ...
Catena 75 (2), 200-215, 2008
732008
LamaH-CE: LArge-SaMple DAta for hydrology and environmental sciences for central Europe
C Klingler, K Schulz, M Herrnegger
Earth System Science Data 13 (9), 4529-4565, 2021
532021
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
C Schürz, B Mehdi, J Kiesel, K Schulz, M Herrnegger
Hydrology and Earth System Sciences 24 (9), 4463-4489, 2020
362020
Evapotranspiration in high alpine catchments–an important part of the water balance!
M Herrnegger, HP Nachtnebel, T Haiden
Hydrology Research 43 (4), 460-475, 2012
362012
Hydroclimatic analysis of rising water levels in the Great rift Valley Lakes of Kenya
M Herrnegger, G Stecher, C Schwatke, L Olang
Journal of Hydrology: Regional Studies 36, 100857, 2021
332021
Symbolic regression for the estimation of transfer functions of hydrological models
D Klotz, M Herrnegger, K Schulz
Water Resources Research 53 (11), 9402-9423, 2017
322017
Adjustment of spatio-temporal precipitation patterns in a high Alpine environment
M Herrnegger, T Senoner, HP Nachtnebel
Journal of Hydrology 556, 913-921, 2018
282018
From runoff to rainfall: inverse rainfall–runoff modelling in a high temporal resolution
M Herrnegger, HP Nachtnebel, K Schulz
Hydrology and Earth System Sciences 19 (11), 4619-4639, 2015
282015
Continuous hydrological modelling in the context of real time flood forecasting in alpine Danube tributary catchments
P Stanzel, B Kahl, U Haberl, M Herrnegger, HP Nachtnebel
IOP Conference Series: Earth and Environmental Science 4 (1), 012005, 2008
252008
Hydrological modelling in the anthroposphere: predicting local runoff in a heavily modified high-alpine catchment
J Wesemann, M Herrnegger, K Schulz
Journal of Mountain Science 15 (5), 921-938, 2018
222018
CC-WARE Mitigating vulnerability of water resources under climate change
B Čenčur Curk, S Cheval, P Vrhovnik, T Verbovšek, M Herrnegger, ...
WP3-Vulnerability of Water Resources in SEE, Report Version 5, 2014
222014
Function space optimization: A symbolic regression method for estimating parameter transfer functions for hydrological models
M Feigl, M Herrnegger, D Klotz, K Schulz
Water resources research 56 (10), e2020WR027385, 2020
202020
Evaluation of satellite precipitation products for water allocation studies in the Sio-Malaba-Malakisi river basin of East Africa
P Omonge, M Feigl, L Olang, K Schulz, M Herrnegger
Journal of Hydrology: Regional Studies 39, 100983, 2022
132022
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