12 Sep 2024
HESS Opinions: Never train a Long Short-Term Memory (LSTM) network on a single basin
Frederik Kratzert, Martin Gauch, Daniel Klotz, and Grey Nearing
Hydrol. Earth Syst. Sci., 28, 4187–4201, https://doi.org/10.5194/hess-28-4187-2024,https://doi.org/10.5194/hess-28-4187-2024, 2024 | 5,843 views
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27 Nov 2024
Deducing land–atmosphere coupling regimes from SMAP soil moisture
Payal R. Makhasana, Joseph A. Santanello, Patricia M. Lawston-Parker, and Joshua K. Roundy
Hydrol. Earth Syst. Sci., 28, 5087–5106, https://doi.org/10.5194/hess-28-5087-2024,https://doi.org/10.5194/hess-28-5087-2024, 2024 | 4,331 views
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17 Jul 2024
Global-scale evaluation of precipitation datasets for hydrological modelling
Solomon H. Gebrechorkos, Julian Leyland, Simon J. Dadson, Sagy Cohen, Louise Slater, Michel Wortmann, Philip J. Ashworth, Georgina L. Bennett, Richard Boothroyd, Hannah Cloke, Pauline Delorme, Helen Griffith, Richard Hardy, Laurence Hawker, Stuart McLelland, Jeffrey Neal, Andrew Nicholas, Andrew J. Tatem, Ellie Vahidi, Yinxue Liu, Justin Sheffield, Daniel R. Parsons, and Stephen E. Darby
Hydrol. Earth Syst. Sci., 28, 3099–3118, https://doi.org/10.5194/hess-28-3099-2024,https://doi.org/10.5194/hess-28-3099-2024, 2024 | 4,124 views
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29 Jul 2024
| Highlight paper
Hydro-pedotransfer functions: a roadmap for future development
Tobias Karl David Weber, Lutz Weihermüller, Attila Nemes, Michel Bechtold, Aurore Degré, Efstathios Diamantopoulos, Simone Fatichi, Vilim Filipović, Surya Gupta, Tobias L. Hohenbrink, Daniel R. Hirmas, Conrad Jackisch, Quirijn de Jong van Lier, John Koestel, Peter Lehmann, Toby R. Marthews, Budiman Minasny, Holger Pagel, Martine van der Ploeg, Shahab Aldin Shojaeezadeh, Simon Fiil Svane, Brigitta Szabó, Harry Vereecken, Anne Verhoef, Michael Young, Yijian Zeng, Yonggen Zhang, and Sara Bonetti
Hydrol. Earth Syst. Sci., 28, 3391–3433, https://doi.org/10.5194/hess-28-3391-2024,https://doi.org/10.5194/hess-28-3391-2024, 2024 | 3,938 views
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25 Mar 2025
Optimising ensemble streamflow predictions with bias correction and data assimilation techniques
Maliko Tanguy, Michael Eastman, Amulya Chevuturi, Eugene Magee, Elizabeth Cooper, Robert H. B. Johnson, Katie Facer-Childs, and Jamie Hannaford
Hydrol. Earth Syst. Sci., 29, 1587–1614, https://doi.org/10.5194/hess-29-1587-2025,https://doi.org/10.5194/hess-29-1587-2025, 2025 | 3,809 views
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08 Oct 2024
| Highlight paper
Characterizing nonlinear, nonstationary, and heterogeneous hydrologic behavior using ensemble rainfall–runoff analysis (ERRA): proof of concept
James W. Kirchner
Hydrol. Earth Syst. Sci., 28, 4427–4454, https://doi.org/10.5194/hess-28-4427-2024,https://doi.org/10.5194/hess-28-4427-2024, 2024 | 3,712 views
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04 Dec 2024
Data-driven modelling of hydraulic-head time series: results and lessons learned from the 2022 Groundwater Time Series Modelling Challenge
Raoul A. Collenteur, Ezra Haaf, Mark Bakker, Tanja Liesch, Andreas Wunsch, Jenny Soonthornrangsan, Jeremy White, Nick Martin, Rui Hugman, Ed de Sousa, Didier Vanden Berghe, Xinyang Fan, Tim J. Peterson, Jānis Bikše, Antoine Di Ciacca, Xinyue Wang, Yang Zheng, Maximilian Nölscher, Julian Koch, Raphael Schneider, Nikolas Benavides Höglund, Sivarama Krishna Reddy Chidepudi, Abel Henriot, Nicolas Massei, Abderrahim Jardani, Max Gustav Rudolph, Amir Rouhani, J. Jaime Gómez-Hernández, Seifeddine Jomaa, Anna Pölz, Tim Franken, Morteza Behbooei, Jimmy Lin, and Rojin Meysami
Hydrol. Earth Syst. Sci., 28, 5193–5208, https://doi.org/10.5194/hess-28-5193-2024,https://doi.org/10.5194/hess-28-5193-2024, 2024 | 3,676 views
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07 Jan 2025
Unsupervised image velocimetry for automated computation of river flow velocities
Matthew Perks, Borbála Hortobágyi, Nick Everard, Susan Manson, Juliet Rowland, Andrew Large, and Andrew Russell
Hydrol. Earth Syst. Sci. Discuss., https://doi.org/10.5194/hess-2024-213,https://doi.org/10.5194/hess-2024-213, 2025
Revised manuscript accepted for HESS (discussion: closed, 4 comments) | 3,644 views
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28 Jun 2024
Technical note: Removing dynamic sea-level influences from groundwater-level measurements
Patrick Haehnel, Todd C. Rasmussen, and Gabriel C. Rau
Hydrol. Earth Syst. Sci., 28, 2767–2784, https://doi.org/10.5194/hess-28-2767-2024,https://doi.org/10.5194/hess-28-2767-2024, 2024 | 3,639 views
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15 Jul 2024
When ancient numerical demons meet physics-informed machine learning: adjoint-based gradients for implicit differentiable modeling
Yalan Song, Wouter J. M. Knoben, Martyn P. Clark, Dapeng Feng, Kathryn Lawson, Kamlesh Sawadekar, and Chaopeng Shen
Hydrol. Earth Syst. Sci., 28, 3051–3077, https://doi.org/10.5194/hess-28-3051-2024,https://doi.org/10.5194/hess-28-3051-2024, 2024 | 3,243 views
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17 Mar 2025
| Highlight paper
Meteorological ingredients of heavy precipitation and subsequent lake-filling episodes in the northwestern Sahara
Joëlle C. Rieder, Franziska Aemisegger, Elad Dente, and Moshe Armon
Hydrol. Earth Syst. Sci., 29, 1395–1427, https://doi.org/10.5194/hess-29-1395-2025,https://doi.org/10.5194/hess-29-1395-2025, 2025 | 3,194 views
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12 Sep 2024
| Highlight paper
Large-sample hydrology – a few camels or a whole caravan?
Franziska Clerc-Schwarzenbach, Giovanni Selleri, Mattia Neri, Elena Toth, Ilja van Meerveld, and Jan Seibert
Hydrol. Earth Syst. Sci., 28, 4219–4237, https://doi.org/10.5194/hess-28-4219-2024,https://doi.org/10.5194/hess-28-4219-2024, 2024 | 3,099 views
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14 Oct 2024
Root zone in the Earth system
Hongkai Gao, Markus Hrachowitz, Lan Wang-Erlandsson, Fabrizio Fenicia, Qiaojuan Xi, Jianyang Xia, Wei Shao, Ge Sun, and Hubert H. G. Savenije
Hydrol. Earth Syst. Sci., 28, 4477–4499, https://doi.org/10.5194/hess-28-4477-2024,https://doi.org/10.5194/hess-28-4477-2024, 2024 | 3,077 views
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13 Jun 2024
Metamorphic testing of machine learning and conceptual hydrologic models
Peter Reichert, Kai Ma, Marvin Höge, Fabrizio Fenicia, Marco Baity-Jesi, Dapeng Feng, and Chaopeng Shen
Hydrol. Earth Syst. Sci., 28, 2505–2529, https://doi.org/10.5194/hess-28-2505-2024,https://doi.org/10.5194/hess-28-2505-2024, 2024 | 2,983 views
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20 Aug 2024
| Highlight paper
An increase in the spatial extent of European floods over the last 70 years
Beijing Fang, Emanuele Bevacqua, Oldrich Rakovec, and Jakob Zscheischler
Hydrol. Earth Syst. Sci., 28, 3755–3775, https://doi.org/10.5194/hess-28-3755-2024,https://doi.org/10.5194/hess-28-3755-2024, 2024 | 2,728 views
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27 Jun 2024
To bucket or not to bucket? Analyzing the performance and interpretability of hybrid hydrological models with dynamic parameterization
Eduardo Acuña Espinoza, Ralf Loritz, Manuel Álvarez Chaves, Nicole Bäuerle, and Uwe Ehret
Hydrol. Earth Syst. Sci., 28, 2705–2719, https://doi.org/10.5194/hess-28-2705-2024,https://doi.org/10.5194/hess-28-2705-2024, 2024 | 2,710 views
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20 Sep 2024
| Highlight paper
Young and new water fractions in soil and hillslope waters
Marius G. Floriancic, Scott T. Allen, and James W. Kirchner
Hydrol. Earth Syst. Sci., 28, 4295–4308, https://doi.org/10.5194/hess-28-4295-2024,https://doi.org/10.5194/hess-28-4295-2024, 2024 | 2,662 views
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05 Jul 2024
High-resolution long-term average groundwater recharge in Africa estimated using random forest regression and residual interpolation
Anna Pazola, Mohammad Shamsudduha, Jon French, Alan M. MacDonald, Tamiru Abiye, Ibrahim Baba Goni, and Richard G. Taylor
Hydrol. Earth Syst. Sci., 28, 2949–2967, https://doi.org/10.5194/hess-28-2949-2024,https://doi.org/10.5194/hess-28-2949-2024, 2024 | 2,638 views
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05 Jun 2024
Machine learning and global vegetation: random forests for downscaling and gap filling
Barry van Jaarsveld, Sandra M. Hauswirth, and Niko Wanders
Hydrol. Earth Syst. Sci., 28, 2357–2374, https://doi.org/10.5194/hess-28-2357-2024,https://doi.org/10.5194/hess-28-2357-2024, 2024 | 2,528 views
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16 Aug 2024
Monthly new water fractions and their relationships with climate and catchment properties across Alpine rivers
Marius G. Floriancic, Michael P. Stockinger, James W. Kirchner, and Christine Stumpp
Hydrol. Earth Syst. Sci., 28, 3675–3694, https://doi.org/10.5194/hess-28-3675-2024,https://doi.org/10.5194/hess-28-3675-2024, 2024 | 2,496 views
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02 Sep 2024
| Highlight paper
Merging modelled and reported flood impacts in Europe in a combined flood event catalogue for 1950–2020
Dominik Paprotny, Belinda Rhein, Michalis I. Vousdoukas, Paweł Terefenko, Francesco Dottori, Simon Treu, Jakub Śledziowski, Luc Feyen, and Heidi Kreibich
Hydrol. Earth Syst. Sci., 28, 3983–4010, https://doi.org/10.5194/hess-28-3983-2024,https://doi.org/10.5194/hess-28-3983-2024, 2024 | 2,447 views
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16 Oct 2024
Hybrid hydrological modeling for large alpine basins: a semi-distributed approach
Bu Li, Ting Sun, Fuqiang Tian, Mahmut Tudaji, Li Qin, and Guangheng Ni
Hydrol. Earth Syst. Sci., 28, 4521–4538, https://doi.org/10.5194/hess-28-4521-2024,https://doi.org/10.5194/hess-28-4521-2024, 2024 | 2,406 views
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10 Jun 2024
Circumarctic land cover diversity considering wetness gradients
Annett Bartsch, Aleksandra Efimova, Barbara Widhalm, Xaver Muri, Clemens von Baeckmann, Helena Bergstedt, Ksenia Ermokhina, Gustaf Hugelius, Birgit Heim, and Marina Leibman
Hydrol. Earth Syst. Sci., 28, 2421–2481, https://doi.org/10.5194/hess-28-2421-2024,https://doi.org/10.5194/hess-28-2421-2024, 2024 | 2,406 views
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01 Oct 2024
Exploring the provenance of information across Canadian hydrometric stations: implications for discharge estimation and uncertainty quantification
Shervan Gharari, Paul H. Whitfield, Alain Pietroniro, Jim Freer, Hongli Liu, and Martyn P. Clark
Hydrol. Earth Syst. Sci., 28, 4383–4405, https://doi.org/10.5194/hess-28-4383-2024,https://doi.org/10.5194/hess-28-4383-2024, 2024 | 2,406 views
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27 Feb 2025
| Highlight paper
CH-RUN: a deep-learning-based spatially contiguous runoff reconstruction for Switzerland
Basil Kraft, Michael Schirmer, William H. Aeberhard, Massimiliano Zappa, Sonia I. Seneviratne, and Lukas Gudmundsson
Hydrol. Earth Syst. Sci., 29, 1061–1082, https://doi.org/10.5194/hess-29-1061-2025,https://doi.org/10.5194/hess-29-1061-2025, 2025 | 2,340 views
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23 Jan 2025
HESS Opinions: Towards a common vision for the future of hydrological observatories
Paolo Nasta, Günter Blöschl, Heye R. Bogena, Steffen Zacharias, Roland Baatz, Gabriëlle De Lannoy, Karsten H. Jensen, Salvatore Manfreda, Laurent Pfister, Ana M. Tarquis, Ilja van Meerveld, Marc Voltz, Yijian Zeng, William Kustas, Xin Li, Harry Vereecken, and Nunzio Romano
Hydrol. Earth Syst. Sci., 29, 465–483, https://doi.org/10.5194/hess-29-465-2025,https://doi.org/10.5194/hess-29-465-2025, 2025 | 2,276 views
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29 Oct 2024
Technical note: A guide to using three open-source quality control algorithms for rainfall data from personal weather stations
Abbas El Hachem, Jochen Seidel, Tess O'Hara, Roberto Villalobos Herrera, Aart Overeem, Remko Uijlenhoet, András Bárdossy, and Lotte de Vos
Hydrol. Earth Syst. Sci., 28, 4715–4731, https://doi.org/10.5194/hess-28-4715-2024,https://doi.org/10.5194/hess-28-4715-2024, 2024 | 2,268 views
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26 Jul 2024
Flood drivers and trends: a case study of the Geul River catchment (the Netherlands) over the past half century
Athanasios Tsiokanos, Martine Rutten, Ruud J. van der Ent, and Remko Uijlenhoet
Hydrol. Earth Syst. Sci., 28, 3327–3345, https://doi.org/10.5194/hess-28-3327-2024,https://doi.org/10.5194/hess-28-3327-2024, 2024 | 2,239 views
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24 Oct 2024
Multi-scale soil moisture data and process-based modeling reveal the importance of lateral groundwater flow in a subarctic catchment
Jari-Pekka Nousu, Kersti Leppä, Hannu Marttila, Pertti Ala-aho, Giulia Mazzotti, Terhikki Manninen, Mika Korkiakoski, Mika Aurela, Annalea Lohila, and Samuli Launiainen
Hydrol. Earth Syst. Sci., 28, 4643–4666, https://doi.org/10.5194/hess-28-4643-2024,https://doi.org/10.5194/hess-28-4643-2024, 2024 | 2,224 views
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20 Jun 2024
Widespread flooding dynamics under climate change: characterising floods using grid-based hydrological modelling and regional climate projections
Adam Griffin, Alison L. Kay, Paul Sayers, Victoria Bell, Elizabeth Stewart, and Sam Carr
Hydrol. Earth Syst. Sci., 28, 2635–2650, https://doi.org/10.5194/hess-28-2635-2024,https://doi.org/10.5194/hess-28-2635-2024, 2024 | 2,207 views
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13 Feb 2025
| Highlight paper
Creating a national urban flood dataset for China from news texts (2000–2022) at the county level
Shengnan Fu, David M. Schultz, Heng Lyu, Zhonghua Zheng, and Chi Zhang
Hydrol. Earth Syst. Sci., 29, 767–783, https://doi.org/10.5194/hess-29-767-2025,https://doi.org/10.5194/hess-29-767-2025, 2025 | 2,191 views
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26 Nov 2024
On the importance of discharge observation uncertainty when interpreting hydrological model performance
Jerom P. M. Aerts, Jannis M. Hoch, Gemma Coxon, Nick C. van de Giesen, and Rolf W. Hut
Hydrol. Earth Syst. Sci., 28, 5011–5030, https://doi.org/10.5194/hess-28-5011-2024,https://doi.org/10.5194/hess-28-5011-2024, 2024 | 2,191 views
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04 Jul 2024
A national-scale hybrid model for enhanced streamflow estimation – consolidating a physically based hydrological model with long short-term memory (LSTM) networks
Jun Liu, Julian Koch, Simon Stisen, Lars Troldborg, and Raphael J. M. Schneider
Hydrol. Earth Syst. Sci., 28, 2871–2893, https://doi.org/10.5194/hess-28-2871-2024,https://doi.org/10.5194/hess-28-2871-2024, 2024 | 2,191 views
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07 Nov 2024
On the use of streamflow transformations for hydrological model calibration
Guillaume Thirel, Léonard Santos, Olivier Delaigue, and Charles Perrin
Hydrol. Earth Syst. Sci., 28, 4837–4860, https://doi.org/10.5194/hess-28-4837-2024,https://doi.org/10.5194/hess-28-4837-2024, 2024 | 2,182 views
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11 Jun 2024
The influence of human activities on streamflow reductions during the megadrought in central Chile
Nicolás Álamos, Camila Alvarez-Garreton, Ariel Muñoz, and Álvaro González-Reyes
Hydrol. Earth Syst. Sci., 28, 2483–2503, https://doi.org/10.5194/hess-28-2483-2024,https://doi.org/10.5194/hess-28-2483-2024, 2024 | 2,160 views
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07 Oct 2024
Assessing groundwater level modelling using a 1-D convolutional neural network (CNN): linking model performances to geospatial and time series features
Mariana Gomez, Maximilian Nölscher, Andreas Hartmann, and Stefan Broda
Hydrol. Earth Syst. Sci., 28, 4407–4425, https://doi.org/10.5194/hess-28-4407-2024,https://doi.org/10.5194/hess-28-4407-2024, 2024 | 2,159 views
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12 Sep 2024
Making a case for power-sensitive water modelling: a literature review
Rozemarijn ter Horst, Rossella Alba, Jeroen Vos, Maria Rusca, Jonatan Godinez-Madrigal, Lucie V. Babel, Gert Jan Veldwisch, Jean-Philippe Venot, Bruno Bonté, David W. Walker, and Tobias Krueger
Hydrol. Earth Syst. Sci., 28, 4157–4186, https://doi.org/10.5194/hess-28-4157-2024,https://doi.org/10.5194/hess-28-4157-2024, 2024 | 2,150 views
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21 Jun 2024
The development of an operational system for estimating irrigation water use reveals socio-political dynamics in Ukraine
Jacopo Dari, Paolo Filippucci, and Luca Brocca
Hydrol. Earth Syst. Sci., 28, 2651–2659, https://doi.org/10.5194/hess-28-2651-2024,https://doi.org/10.5194/hess-28-2651-2024, 2024 | 2,148 views
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25 Jul 2024
Machine-learning-constrained projection of bivariate hydrological drought magnitudes and socioeconomic risks over China
Rutong Liu, Jiabo Yin, Louise Slater, Shengyu Kang, Yuanhang Yang, Pan Liu, Jiali Guo, Xihui Gu, Xiang Zhang, and Aliaksandr Volchak
Hydrol. Earth Syst. Sci., 28, 3305–3326, https://doi.org/10.5194/hess-28-3305-2024,https://doi.org/10.5194/hess-28-3305-2024, 2024 | 2,119 views
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12 Sep 2024
A data-centric perspective on the information needed for hydrological uncertainty predictions
Andreas Auer, Martin Gauch, Frederik Kratzert, Grey Nearing, Sepp Hochreiter, and Daniel Klotz
Hydrol. Earth Syst. Sci., 28, 4099–4126, https://doi.org/10.5194/hess-28-4099-2024,https://doi.org/10.5194/hess-28-4099-2024, 2024 | 2,117 views
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06 Sep 2024
Comment on “Are soils overrated in hydrology?” by Gao et al. (2023)
Ying Zhao, Mehdi Rahmati, Harry Vereecken, and Dani Or
Hydrol. Earth Syst. Sci., 28, 4059–4063, https://doi.org/10.5194/hess-28-4059-2024,https://doi.org/10.5194/hess-28-4059-2024, 2024 | 2,105 views
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24 Mar 2025
Economic valuation of subsurface water contributions to watershed ecosystem services using a fully integrated groundwater–surface-water model
Tariq Aziz, Steven K. Frey, David R. Lapen, Susan Preston, Hazen A. J. Russell, Omar Khader, Andre R. Erler, and Edward A. Sudicky
Hydrol. Earth Syst. Sci., 29, 1549–1568, https://doi.org/10.5194/hess-29-1549-2025,https://doi.org/10.5194/hess-29-1549-2025, 2025 | 2,096 views
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18 Jul 2024
Neural networks in catchment hydrology: A comparative study of different algorithms in an ensemble of ungauged basins in Germany
Max Weißenborn, Lutz Breuer, and Tobias Houska
Hydrol. Earth Syst. Sci. Discuss., https://doi.org/10.5194/hess-2024-183,https://doi.org/10.5194/hess-2024-183, 2024
Revised manuscript under review for HESS (discussion: final response, 10 comments) | 2,073 views
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06 Nov 2024
Mapping soil moisture across the UK: assimilating cosmic-ray neutron sensors, remotely sensed indices, rainfall radar and catchment water balance data in a Bayesian hierarchical model
Peter E. Levy and the COSMOS-UK team
Hydrol. Earth Syst. Sci., 28, 4819–4836, https://doi.org/10.5194/hess-28-4819-2024,https://doi.org/10.5194/hess-28-4819-2024, 2024 | 2,054 views
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09 Jul 2024
Technical note: Surface fields for global environmental modelling
Margarita Choulga, Francesca Moschini, Cinzia Mazzetti, Stefania Grimaldi, Juliana Disperati, Hylke Beck, Peter Salamon, and Christel Prudhomme
Hydrol. Earth Syst. Sci., 28, 2991–3036, https://doi.org/10.5194/hess-28-2991-2024,https://doi.org/10.5194/hess-28-2991-2024, 2024 | 2,045 views
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28 Apr 2025
Technical note: An assessment of the relative contribution of the Soret effect to open-water evaporation
Michael L. Roderick and Callum J. Shakespeare
Hydrol. Earth Syst. Sci., 29, 2097–2108, https://doi.org/10.5194/hess-29-2097-2025,https://doi.org/10.5194/hess-29-2097-2025, 2025 | 2,041 views
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13 Aug 2024
Technical Note: The divide and measure nonconformity – how metrics can mislead when we evaluate on different data partitions
Daniel Klotz, Martin Gauch, Frederik Kratzert, Grey Nearing, and Jakob Zscheischler
Hydrol. Earth Syst. Sci., 28, 3665–3673, https://doi.org/10.5194/hess-28-3665-2024,https://doi.org/10.5194/hess-28-3665-2024, 2024 | 2,008 views
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04 Jun 2024
Investigation of the functional relationship between antecedent rainfall and the probability of debris flow occurrence in Jiangjia Gully, China
Shaojie Zhang, Xiaohu Lei, Hongjuan Yang, Kaiheng Hu, Juan Ma, Dunlong Liu, and Fanqiang Wei
Hydrol. Earth Syst. Sci., 28, 2343–2355, https://doi.org/10.5194/hess-28-2343-2024,https://doi.org/10.5194/hess-28-2343-2024, 2024 | 1,998 views
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21 Nov 2024
Learning landscape features from streamflow with autoencoders
Alberto Bassi, Marvin Höge, Antonietta Mira, Fabrizio Fenicia, and Carlo Albert
Hydrol. Earth Syst. Sci., 28, 4971–4988, https://doi.org/10.5194/hess-28-4971-2024,https://doi.org/10.5194/hess-28-4971-2024, 2024 | 1,990 views
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14 Jun 2024
Quantifying cascading uncertainty in compound flood modeling with linked process-based and machine learning models
David F. Muñoz, Hamed Moftakhari, and Hamid Moradkhani
Hydrol. Earth Syst. Sci., 28, 2531–2553, https://doi.org/10.5194/hess-28-2531-2024,https://doi.org/10.5194/hess-28-2531-2024, 2024 | 1,973 views
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