Mathew Herrnegger
Mathew Herrnegger
Institute for Hydrology and Water Management
Verified email at boku.ac.at
Title
Cited by
Cited by
Year
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
1182018
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
1082019
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
632008
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 (2), 311-322, 2017
222017
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
212012
Continuous hydrological modelling in the context of real time flood forecasting in alpine Danube tributary catchments
P Stanzel, B Kahl, U Haberl, M Herrnegger, HB Nachtnebel
IOP Conference Series: Earth and Environmental Science 4 (012), 005, 2008
192008
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
172019
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, 2015
162015
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
122014
Historische Hydromorphologie und Geländetopografie der Wiener Donau-Auen
M Herrnegger
na, 2007
102007
Adjustment of spatio-temporal precipitation patterns in a high Alpine environment
M Herrnegger, T Senoner, HP Nachtnebel
Journal of Hydrology 556, 913-921, 2018
92018
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
82019
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
82017
Kapitel 2: Der Einfluss des Klimawandels auf die Hydrosphäre
HP Nachtnebel, M Dokulil, M Kuhn, W Loiskandl, R Sailer, W Schöner, ...
Verlag der Österreichischen Akademie der Wissenschaften, 2014
72014
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
62020
CC-WARE Mitigating Vulnerability of Water Resources under Climate Change. WP3-Vulnerability of Water Resources in SEE.–Report Version 5
B Čenčur Curk, S Cheval, P Vrhovnik, T Verbovšek, M Herrnegger, ...
Published by South East Europe-Transnational Cooperation Programme. URL …, 2014
62014
Die Stadt und der Strom–Historische Veränderungen der Wiener Donau-Auen seit dem 18. Jahrhundert. 7 Abbildungen
S Hohensinner, D Eberstaller-Fleischanderl, G HAIDvoGL, M Herrnegger, ...
na, 0
6
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
52018
MaMa-Hydro: Exploring water resources planning and management options in the Nyangores headwater catchment of the vulnerable Maasai Mara River Basin in Kenya
J Fürst, L Olang, M Herrnegger, D Wimmer, P Omonge, E Kipkoech
Universität für Bodenkultur Wien, Austria, 2015
52015
Do internals of neural networks make sense in the context of hydrology?
F Kratzert, M Herrnegger, D Klotz, S Hochreiter, G Klambauer
AGUFM 2018, H13B-06, 2018
42018
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