Hydrology and Earth System Sciences
Hydrology and Earth System Sciences
HESS
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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 | 7,150 views
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08 Oct 2024
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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 | 4,918 views
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14 Aug 2025
Unsupervised image velocimetry for automated computation of river flow velocities
Matthew T. Perks, Borbála Hortobágyi, Nick Everard, Susan Manson, Juliet Rowland, Andrew Large, and Andrew J. Russell
Hydrol. Earth Syst. Sci., 29, 3727–3743, https://doi.org/10.5194/hess-29-3727-2025,https://doi.org/10.5194/hess-29-3727-2025, 2025 | 4,746 views
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30 Jun 2025
Understanding ecohydrology and biodiversity in aquatic nature-based solutions in urban streams and ponds through an integrative multi-tracer approach
Maria Magdalena Warter, Dörthe Tetzlaff, Chris Soulsby, Tobias Goldhammer, Daniel Gebler, Kati Vierikko, and Michael T. Monaghan
Hydrol. Earth Syst. Sci., 29, 2707–2725, https://doi.org/10.5194/hess-29-2707-2025,https://doi.org/10.5194/hess-29-2707-2025, 2025 | 4,598 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 | 4,583 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 | 4,308 views
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17 Mar 2025
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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 | 4,268 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 | 4,259 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 | 4,216 views
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12 Sep 2024
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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 | 4,061 views
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13 Feb 2025
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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 | 3,847 views
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20 Sep 2024
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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 | 3,639 views
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27 Feb 2025
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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 | 3,509 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 | 3,306 views
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13 Mar 2025
Drought research priorities, trends, and geographic patterns
Roland Baatz, Gohar Ghazaryan, Michael Hagenlocher, Claas Nendel, Andrea Toreti, and Ehsan Eyshi Rezaei
Hydrol. Earth Syst. Sci., 29, 1379–1393, https://doi.org/10.5194/hess-29-1379-2025,https://doi.org/10.5194/hess-29-1379-2025, 2025 | 3,085 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 | 3,046 views
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10 Jan 2025
Review of gridded climate products and their use in hydrological analyses reveals overlaps, gaps, and the need for a more objective approach to selecting model forcing datasets
Kyle R. Mankin, Sushant Mehan, Timothy R. Green, and David M. Barnard
Hydrol. Earth Syst. Sci., 29, 85–108, https://doi.org/10.5194/hess-29-85-2025,https://doi.org/10.5194/hess-29-85-2025, 2025 | 3,026 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 | 2,947 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 | 2,832 views
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22 Apr 2025
Technical note: What does the Standardized Streamflow Index actually reflect? Insights and implications for hydrological drought analysis
Fabián Lema, Pablo A. Mendoza, Nicolás A. Vásquez, Naoki Mizukami, Mauricio Zambrano-Bigiarini, and Ximena Vargas
Hydrol. Earth Syst. Sci., 29, 1981–2002, https://doi.org/10.5194/hess-29-1981-2025,https://doi.org/10.5194/hess-29-1981-2025, 2025 | 2,751 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 | 2,744 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 | 2,670 views
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17 Jun 2025
Machine learning in stream and river water temperature modeling: a review and metrics for evaluation
Claudia Rebecca Corona and Terri Sue Hogue
Hydrol. Earth Syst. Sci., 29, 2521–2549, https://doi.org/10.5194/hess-29-2521-2025,https://doi.org/10.5194/hess-29-2521-2025, 2025 | 2,661 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 | 2,581 views
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08 May 2025
HESS Opinions: Floods and droughts – are land use, soil management, and landscape hydrology more significant drivers than increasing CO2?
Karl Auerswald, Juergen Geist, John N. Quinton, and Peter Fiener
Hydrol. Earth Syst. Sci., 29, 2185–2200, https://doi.org/10.5194/hess-29-2185-2025,https://doi.org/10.5194/hess-29-2185-2025, 2025 | 2,561 views
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22 Apr 2025
Deep-learning-based sub-seasonal precipitation and streamflow ensemble forecasting over the source region of the Yangtze River
Ningpeng Dong, Haoran Hao, Mingxiang Yang, Jianhui Wei, Shiqin Xu, and Harald Kunstmann
Hydrol. Earth Syst. Sci., 29, 2023–2042, https://doi.org/10.5194/hess-29-2023-2025,https://doi.org/10.5194/hess-29-2023-2025, 2025 | 2,540 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 | 2,504 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 | 2,481 views
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25 Mar 2025
Projections of streamflow intermittence under climate change in European drying river networks
Louise Mimeau, Annika Künne, Alexandre Devers, Flora Branger, Sven Kralisch, Claire Lauvernet, Jean-Philippe Vidal, Núria Bonada, Zoltán Csabai, Heikki Mykrä, Petr Pařil, Luka Polović, and Thibault Datry
Hydrol. Earth Syst. Sci., 29, 1615–1636, https://doi.org/10.5194/hess-29-1615-2025,https://doi.org/10.5194/hess-29-1615-2025, 2025 | 2,470 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 | 2,457 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 | 2,429 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 | 2,423 views
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24 Oct 2024
Identification, mapping, and eco-hydrological signal analysis for groundwater-dependent ecosystems (GDEs) in Langxi River basin, north China
Mingyang Li, Fulin Li, Shidong Fu, Huawei Chen, Kairan Wang, Xuequn Chen, and Jiwen Huang
Hydrol. Earth Syst. Sci., 28, 4623–4642, https://doi.org/10.5194/hess-28-4623-2024,https://doi.org/10.5194/hess-28-4623-2024, 2024 | 2,380 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 | 2,348 views
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13 Jan 2025
Observation-driven model for calculating water-harvesting potential from advective fog in (semi-)arid coastal regions
Felipe Lobos-Roco, Jordi Vilà-Guerau de Arellano, and Camilo del Río
Hydrol. Earth Syst. Sci., 29, 109–125, https://doi.org/10.5194/hess-29-109-2025,https://doi.org/10.5194/hess-29-109-2025, 2025 | 2,340 views
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11 Mar 2025
Analyzing the generalization capabilities of a hybrid hydrological model for extrapolation to extreme events
Eduardo Acuña Espinoza, Ralf Loritz, Frederik Kratzert, Daniel Klotz, Martin Gauch, Manuel Álvarez Chaves, and Uwe Ehret
Hydrol. Earth Syst. Sci., 29, 1277–1294, https://doi.org/10.5194/hess-29-1277-2025,https://doi.org/10.5194/hess-29-1277-2025, 2025 | 2,329 views
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20 Aug 2025
Soil moisture product consistency for operational drought monitoring in Europe
Jaime Gaona, Davide Bavera, Guido Fioravanti, Sebastian Hahn, Pietro Stradiotti, Paolo Filippucci, Stefania Camici, Luca Ciabatta, Hamidreza Mosaffa, Silvia Puca, Nicoletta Roberto, and Luca Brocca
Hydrol. Earth Syst. Sci., 29, 3865–3888, https://doi.org/10.5194/hess-29-3865-2025,https://doi.org/10.5194/hess-29-3865-2025, 2025 | 2,304 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 | 2,301 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 | 2,299 views
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04 Feb 2025
Assessing recovery time of ecosystems in China: insights into flash drought impacts on gross primary productivity
Mengge Lu, Huaiwei Sun, Yong Yang, Jie Xue, Hongbo Ling, Hong Zhang, and Wenxin Zhang
Hydrol. Earth Syst. Sci., 29, 613–625, https://doi.org/10.5194/hess-29-613-2025,https://doi.org/10.5194/hess-29-613-2025, 2025 | 2,286 views
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04 Jul 2025
Assessing the adequacy of traditional hydrological models for climate change impact studies: a case for long short-term memory (LSTM) neural networks
Jean-Luc Martel, François Brissette, Richard Arsenault, Richard Turcotte, Mariana Castañeda-Gonzalez, William Armstrong, Edouard Mailhot, Jasmine Pelletier-Dumont, Gabriel Rondeau-Genesse, and Louis-Philippe Caron
Hydrol. Earth Syst. Sci., 29, 2811–2836, https://doi.org/10.5194/hess-29-2811-2025,https://doi.org/10.5194/hess-29-2811-2025, 2025 | 2,280 views
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09 Oct 2024
Multi-objective calibration and evaluation of the ORCHIDEE land surface model over France at high resolution
Peng Huang, Agnès Ducharne, Lucia Rinchiuso, Jan Polcher, Laure Baratgin, Vladislav Bastrikov, and Eric Sauquet
Hydrol. Earth Syst. Sci., 28, 4455–4476, https://doi.org/10.5194/hess-28-4455-2024,https://doi.org/10.5194/hess-28-4455-2024, 2024 | 2,279 views
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22 Jan 2025
Potential of long-term satellite observations and reanalysis products for characterising soil drying: trends and drought events
Martin Hirschi, Pietro Stradiotti, Bas Crezee, Wouter Dorigo, and Sonia I. Seneviratne
Hydrol. Earth Syst. Sci., 29, 397–425, https://doi.org/10.5194/hess-29-397-2025,https://doi.org/10.5194/hess-29-397-2025, 2025 | 2,269 views
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17 Dec 2024
Improved representation of soil moisture processes through incorporation of cosmic-ray neutron count measurements in a large-scale hydrologic model
Eshrat Fatima, Rohini Kumar, Sabine Attinger, Maren Kaluza, Oldrich Rakovec, Corinna Rebmann, Rafael Rosolem, Sascha E. Oswald, Luis Samaniego, Steffen Zacharias, and Martin Schrön
Hydrol. Earth Syst. Sci., 28, 5419–5441, https://doi.org/10.5194/hess-28-5419-2024,https://doi.org/10.5194/hess-28-5419-2024, 2024 | 2,261 views
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16 Dec 2024
A large-sample modelling approach towards integrating streamflow and evaporation data for the Spanish catchments
Patricio Yeste, Matilde García-Valdecasas Ojeda, Sonia R. Gámiz-Fortis, Yolanda Castro-Díez, Axel Bronstert, and María Jesús Esteban-Parra
Hydrol. Earth Syst. Sci., 28, 5331–5352, https://doi.org/10.5194/hess-28-5331-2024,https://doi.org/10.5194/hess-28-5331-2024, 2024 | 2,232 views
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28 Nov 2024
The impact of future changes in climate variables and groundwater abstraction on basin-scale groundwater availability
Steven Reinaldo Rusli, Victor F. Bense, Syed M. T. Mustafa, and Albrecht H. Weerts
Hydrol. Earth Syst. Sci., 28, 5107–5131, https://doi.org/10.5194/hess-28-5107-2024,https://doi.org/10.5194/hess-28-5107-2024, 2024 | 2,228 views
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12 Sep 2024
FROSTBYTE: a reproducible data-driven workflow for probabilistic seasonal streamflow forecasting in snow-fed river basins across North America
Louise Arnal, Martyn P. Clark, Alain Pietroniro, Vincent Vionnet, David R. Casson, Paul H. Whitfield, Vincent Fortin, Andrew W. Wood, Wouter J. M. Knoben, Brandi W. Newton, and Colleen Walford
Hydrol. Earth Syst. Sci., 28, 4127–4155, https://doi.org/10.5194/hess-28-4127-2024,https://doi.org/10.5194/hess-28-4127-2024, 2024 | 2,216 views
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25 Sep 2024
Spatiotemporal responses of runoff to climate change in the southern Tibetan Plateau
He Sun, Tandong Yao, Fengge Su, Wei Yang, and Deliang Chen
Hydrol. Earth Syst. Sci., 28, 4361–4381, https://doi.org/10.5194/hess-28-4361-2024,https://doi.org/10.5194/hess-28-4361-2024, 2024 | 2,205 views
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18 Dec 2024
Enhancing generalizability of data-driven urban flood models by incorporating contextual information
Tabea Cache, Milton Salvador Gomez, Tom Beucler, Jovan Blagojevic, João Paulo Leitao, and Nadav Peleg
Hydrol. Earth Syst. Sci., 28, 5443–5458, https://doi.org/10.5194/hess-28-5443-2024,https://doi.org/10.5194/hess-28-5443-2024, 2024 | 2,182 views
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04 Feb 2025
Modeling Lake Titicaca's water balance: the dominant roles of precipitation and evaporation
Nilo Lima-Quispe, Denis Ruelland, Antoine Rabatel, Waldo Lavado-Casimiro, and Thomas Condom
Hydrol. Earth Syst. Sci., 29, 655–682, https://doi.org/10.5194/hess-29-655-2025,https://doi.org/10.5194/hess-29-655-2025, 2025 | 2,177 views
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