Hydrology and Earth System Sciences
Hydrology and Earth System Sciences
HESS
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17 Dec 2019
Towards learning universal, regional, and local hydrological behaviors via machine learning applied to large-sample datasets
Frederik Kratzert, Daniel Klotz, Guy Shalev, Günter Klambauer, Sepp Hochreiter, and Grey Nearing
Hydrol. Earth Syst. Sci., 23, 5089–5110, https://doi.org/10.5194/hess-23-5089-2019,https://doi.org/10.5194/hess-23-5089-2019, 2019 | 429,035 views
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19 Apr 2021
Rainfall–runoff prediction at multiple timescales with a single Long Short-Term Memory network
Martin Gauch, Frederik Kratzert, Daniel Klotz, Grey Nearing, Jimmy Lin, and Sepp Hochreiter
Hydrol. Earth Syst. Sci., 25, 2045–2062, https://doi.org/10.5194/hess-25-2045-2021,https://doi.org/10.5194/hess-25-2045-2021, 2021 | 407,114 views
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11 Oct 2007
Updated world map of the Köppen-Geiger climate classification
M. C. Peel, B. L. Finlayson, and T. A. McMahon
Hydrol. Earth Syst. Sci., 11, 1633–1644, https://doi.org/10.5194/hess-11-1633-2007,https://doi.org/10.5194/hess-11-1633-2007, 2007 | 400,720 views
13 May 2015
Reducing structural uncertainty in conceptual hydrological modelling in the semi-arid Andes
P. Hublart, D. Ruelland, A. Dezetter, and H. Jourde
Hydrol. Earth Syst. Sci., 19, 2295–2314, https://doi.org/10.5194/hess-19-2295-2015,https://doi.org/10.5194/hess-19-2295-2015, 2015 | 398,832 views
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05 Mar 2015
Simulating past changes in the balance between water demand and availability and assessing their main drivers at the river basin scale
J. Fabre, D. Ruelland, A. Dezetter, and B. Grouillet
Hydrol. Earth Syst. Sci., 19, 1263–1285, https://doi.org/10.5194/hess-19-1263-2015,https://doi.org/10.5194/hess-19-1263-2015, 2015 | 398,299 views
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02 Aug 2016
Sustainability of water uses in managed hydrosystems: human- and climate-induced changes for the mid-21st century
Julie Fabre, Denis Ruelland, Alain Dezetter, and Benjamin Grouillet
Hydrol. Earth Syst. Sci., 20, 3129–3147, https://doi.org/10.5194/hess-20-3129-2016,https://doi.org/10.5194/hess-20-3129-2016, 2016 | 397,753 views
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27 Nov 2020
Hydraulic and geochemical impact of occasional saltwater intrusions through a submarine spring in a karst and thermal aquifer (Balaruc peninsula near Montpellier, France)
Marie-Amélie Pétré, Bernard Ladouche, Jean-Luc Seidel, Romain Hemelsdaël, Véronique de Montety, Christelle Batiot-Guilhe, and Claudine Lamotte
Hydrol. Earth Syst. Sci., 24, 5655–5672, https://doi.org/10.5194/hess-24-5655-2020,https://doi.org/10.5194/hess-24-5655-2020, 2020 | 220,481 views
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03 Jun 2021
Evaluation of random forests for short-term daily streamflow forecasting in rainfall- and snowmelt-driven watersheds
Leo Triet Pham, Lifeng Luo, and Andrew Finley
Hydrol. Earth Syst. Sci., 25, 2997–3015, https://doi.org/10.5194/hess-25-2997-2021,https://doi.org/10.5194/hess-25-2997-2021, 2021 | 160,156 views
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08 Jul 2021
Technical note: Hydrology modelling R packages – a unified analysis of models and practicalities from a user perspective
Paul C. Astagneau, Guillaume Thirel, Olivier Delaigue, Joseph H. A. Guillaume, Juraj Parajka, Claudia C. Brauer, Alberto Viglione, Wouter Buytaert, and Keith J. Beven
Hydrol. Earth Syst. Sci., 25, 3937–3973, https://doi.org/10.5194/hess-25-3937-2021,https://doi.org/10.5194/hess-25-3937-2021, 2021 | 158,474 views
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04 Jan 2022
How well are we able to close the water budget at the global scale?
Fanny Lehmann, Bramha Dutt Vishwakarma, and Jonathan Bamber
Hydrol. Earth Syst. Sci., 26, 35–54, https://doi.org/10.5194/hess-26-35-2022,https://doi.org/10.5194/hess-26-35-2022, 2022 | 156,385 views
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01 Oct 2009
HESS Opinions "Crash tests for a standardized evaluation of hydrological models"
V. Andréassian, C. Perrin, L. Berthet, N. Le Moine, J. Lerat, C. Loumagne, L. Oudin, T. Mathevet, M.-H. Ramos, and A. Valéry
Hydrol. Earth Syst. Sci., 13, 1757–1764, https://doi.org/10.5194/hess-13-1757-2009,https://doi.org/10.5194/hess-13-1757-2009, 2009 | 137,881 views
22 Jun 2012
The AACES field experiments: SMOS calibration and validation across the Murrumbidgee River catchment
S. Peischl, J. P. Walker, C. Rüdiger, N. Ye, Y. H. Kerr, E. Kim, R. Bandara, and M. Allahmoradi
Hydrol. Earth Syst. Sci., 16, 1697–1708, https://doi.org/10.5194/hess-16-1697-2012,https://doi.org/10.5194/hess-16-1697-2012, 2012 | 70,615 views
30 Mar 2021
A standardized index for assessing sub-monthly compound dry and hot conditions with application in China
Jun Li, Zhaoli Wang, Xushu Wu, Jakob Zscheischler, Shenglian Guo, and Xiaohong Chen
Hydrol. Earth Syst. Sci., 25, 1587–1601, https://doi.org/10.5194/hess-25-1587-2021,https://doi.org/10.5194/hess-25-1587-2021, 2021 | 65,005 views
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25 May 2011
The green, blue and grey water footprint of crops and derived crop products
M. M. Mekonnen and A. Y. Hoekstra
Hydrol. Earth Syst. Sci., 15, 1577–1600, https://doi.org/10.5194/hess-15-1577-2011,https://doi.org/10.5194/hess-15-1577-2011, 2011 | 57,139 views
07 Jan 2021
The role and value of distributed precipitation data in hydrological models
Ralf Loritz, Markus Hrachowitz, Malte Neuper, and Erwin Zehe
Hydrol. Earth Syst. Sci., 25, 147–167, https://doi.org/10.5194/hess-25-147-2021,https://doi.org/10.5194/hess-25-147-2021, 2021 | 49,833 views
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28 Feb 2013
Evaluation of high-resolution satellite precipitation products using rain gauge observations over the Tibetan Plateau
Y. C. Gao and M. F. Liu
Hydrol. Earth Syst. Sci., 17, 837–849, https://doi.org/10.5194/hess-17-837-2013,https://doi.org/10.5194/hess-17-837-2013, 2013 | 49,141 views
28 Jan 2021
Progressive water deficits during multiyear droughts in basins with long hydrological memory in Chile
Camila Alvarez-Garreton, Juan Pablo Boisier, René Garreaud, Jan Seibert, and Marc Vis
Hydrol. Earth Syst. Sci., 25, 429–446, https://doi.org/10.5194/hess-25-429-2021,https://doi.org/10.5194/hess-25-429-2021, 2021 | 47,589 views
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22 Nov 2018
Rainfall–runoff modelling using Long Short-Term Memory (LSTM) networks
Frederik Kratzert, Daniel Klotz, Claire Brenner, Karsten Schulz, and Mathew Herrnegger
Hydrol. Earth Syst. Sci., 22, 6005–6022, https://doi.org/10.5194/hess-22-6005-2018,https://doi.org/10.5194/hess-22-6005-2018, 2018 | 42,949 views
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20 Jun 2008
Empirical Mode Decomposition on the sphere: application to the spatial scales of surface temperature variations
N. Fauchereau, G. G. S. Pegram, and S. Sinclair
Hydrol. Earth Syst. Sci., 12, 933–941, https://doi.org/10.5194/hess-12-933-2008,https://doi.org/10.5194/hess-12-933-2008, 2008 | 42,399 views
01 Apr 2020
Can we trust remote sensing evapotranspiration products over Africa?
Imeshi Weerasinghe, Wim Bastiaanssen, Marloes Mul, Li Jia, and Ann van Griensven
Hydrol. Earth Syst. Sci., 24, 1565–1586, https://doi.org/10.5194/hess-24-1565-2020,https://doi.org/10.5194/hess-24-1565-2020, 2020 | 39,849 views
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01 Aug 2013
A bivariate return period based on copulas for hydrologic dam design: accounting for reservoir routing in risk estimation
A. I. Requena, L. Mediero, and L. Garrote
Hydrol. Earth Syst. Sci., 17, 3023–3038, https://doi.org/10.5194/hess-17-3023-2013,https://doi.org/10.5194/hess-17-3023-2013, 2013 | 39,206 views
31 Mar 2022
| Highlight paper
Uncertainty estimation with deep learning for rainfall–runoff modeling
Daniel Klotz, Frederik Kratzert, Martin Gauch, Alden Keefe Sampson, Johannes Brandstetter, Günter Klambauer, Sepp Hochreiter, and Grey Nearing
Hydrol. Earth Syst. Sci., 26, 1673–1693, https://doi.org/10.5194/hess-26-1673-2022,https://doi.org/10.5194/hess-26-1673-2022, 2022 | 38,257 views
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31 Jan 2014
Separating the effects of changes in land cover and climate: a hydro-meteorological analysis of the past 60 yr in Saxony, Germany
M. Renner, K. Brust, K. Schwärzel, M. Volk, and C. Bernhofer
Hydrol. Earth Syst. Sci., 18, 389–405, https://doi.org/10.5194/hess-18-389-2014,https://doi.org/10.5194/hess-18-389-2014, 2014 | 35,171 views
12 Oct 2010
Groundwater use for irrigation – a global inventory
S. Siebert, J. Burke, J. M. Faures, K. Frenken, J. Hoogeveen, P. Döll, and F. T. Portmann
Hydrol. Earth Syst. Sci., 14, 1863–1880, https://doi.org/10.5194/hess-14-1863-2010,https://doi.org/10.5194/hess-14-1863-2010, 2010 | 34,150 views
17 Sep 2021
Technical note: RAT – a robustness assessment test for calibrated and uncalibrated hydrological models
Pierre Nicolle, Vazken Andréassian, Paul Royer-Gaspard, Charles Perrin, Guillaume Thirel, Laurent Coron, and Léonard Santos
Hydrol. Earth Syst. Sci., 25, 5013–5027, https://doi.org/10.5194/hess-25-5013-2021,https://doi.org/10.5194/hess-25-5013-2021, 2021 | 33,232 views
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10 Apr 2013
Estimating actual, potential, reference crop and pan evaporation using standard meteorological data: a pragmatic synthesis
T. A. McMahon, M. C. Peel, L. Lowe, R. Srikanthan, and T. R. McVicar
Hydrol. Earth Syst. Sci., 17, 1331–1363, https://doi.org/10.5194/hess-17-1331-2013,https://doi.org/10.5194/hess-17-1331-2013, 2013 | 31,213 views
21 Nov 2006
Measuring methods for groundwater – surface water interactions: a review
E. Kalbus, F. Reinstorf, and M. Schirmer
Hydrol. Earth Syst. Sci., 10, 873–887, https://doi.org/10.5194/hess-10-873-2006,https://doi.org/10.5194/hess-10-873-2006, 2006 | 30,930 views
28 Feb 2002
The Surface Energy Balance System (SEBS) for estimation of turbulent heat fluxes
Z. Su
Hydrol. Earth Syst. Sci., 6, 85–100, https://doi.org/10.5194/hess-6-85-2002,https://doi.org/10.5194/hess-6-85-2002, 2002 | 29,934 views
11 Jan 2013
Exploiting remote sensing land surface temperature in distributed hydrological modelling: the example of the Continuum model
F. Silvestro, S. Gabellani, F. Delogu, R. Rudari, and G. Boni
Hydrol. Earth Syst. Sci., 17, 39–62, https://doi.org/10.5194/hess-17-39-2013,https://doi.org/10.5194/hess-17-39-2013, 2013 | 29,861 views
12 Jul 2019
Using R in hydrology: a review of recent developments and future directions
Louise J. Slater, Guillaume Thirel, Shaun Harrigan, Olivier Delaigue, Alexander Hurley, Abdou Khouakhi, Ilaria Prosdocimi, Claudia Vitolo, and Katie Smith
Hydrol. Earth Syst. Sci., 23, 2939–2963, https://doi.org/10.5194/hess-23-2939-2019,https://doi.org/10.5194/hess-23-2939-2019, 2019 | 29,245 views
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29 Jan 2013
Urbanization and climate change impacts on future urban flooding in Can Tho city, Vietnam
H. T. L. Huong and A. Pathirana
Hydrol. Earth Syst. Sci., 17, 379–394, https://doi.org/10.5194/hess-17-379-2013,https://doi.org/10.5194/hess-17-379-2013, 2013 | 28,537 views
03 Feb 2011
Global land-surface evaporation estimated from satellite-based observations
D. G. Miralles, T. R. H. Holmes, R. A. M. De Jeu, J. H. Gash, A. G. C. A. Meesters, and A. J. Dolman
Hydrol. Earth Syst. Sci., 15, 453–469, https://doi.org/10.5194/hess-15-453-2011,https://doi.org/10.5194/hess-15-453-2011, 2011 | 28,191 views
12 Oct 2022
| Highlight paper
High-resolution drought simulations and comparison to soil moisture observations in Germany
Friedrich Boeing, Oldrich Rakovec, Rohini Kumar, Luis Samaniego, Martin Schrön, Anke Hildebrandt, Corinna Rebmann, Stephan Thober, Sebastian Müller, Steffen Zacharias, Heye Bogena, Katrin Schneider, Ralf Kiese, Sabine Attinger, and Andreas Marx
Hydrol. Earth Syst. Sci., 26, 5137–5161, https://doi.org/10.5194/hess-26-5137-2022,https://doi.org/10.5194/hess-26-5137-2022, 2022 | 28,001 views
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25 Oct 2019
Technical note: Inherent benchmark or not? Comparing Nash–Sutcliffe and Kling–Gupta efficiency scores
Wouter J. M. Knoben, Jim E. Freer, and Ross A. Woods
Hydrol. Earth Syst. Sci., 23, 4323–4331, https://doi.org/10.5194/hess-23-4323-2019,https://doi.org/10.5194/hess-23-4323-2019, 2019 | 27,370 views
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05 Oct 2020
| Highlight paper
Hydrology and water resources management in ancient India
Pushpendra Kumar Singh, Pankaj Dey, Sharad Kumar Jain, and Pradeep P. Mujumdar
Hydrol. Earth Syst. Sci., 24, 4691–4707, https://doi.org/10.5194/hess-24-4691-2020,https://doi.org/10.5194/hess-24-4691-2020, 2020 | 26,436 views
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05 Aug 2022
Flood forecasting with machine learning models in an operational framework
Sella Nevo, Efrat Morin, Adi Gerzi Rosenthal, Asher Metzger, Chen Barshai, Dana Weitzner, Dafi Voloshin, Frederik Kratzert, Gal Elidan, Gideon Dror, Gregory Begelman, Grey Nearing, Guy Shalev, Hila Noga, Ira Shavitt, Liora Yuklea, Moriah Royz, Niv Giladi, Nofar Peled Levi, Ofir Reich, Oren Gilon, Ronnie Maor, Shahar Timnat, Tal Shechter, Vladimir Anisimov, Yotam Gigi, Yuval Levin, Zach Moshe, Zvika Ben-Haim, Avinatan Hassidim, and Yossi Matias
Hydrol. Earth Syst. Sci., 26, 4013–4032, https://doi.org/10.5194/hess-26-4013-2022,https://doi.org/10.5194/hess-26-4013-2022, 2022 | 25,976 views
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15 Oct 2013
Rainfall and temperature estimation for a data sparse region
R. L. Wilby and D. Yu
Hydrol. Earth Syst. Sci., 17, 3937–3955, https://doi.org/10.5194/hess-17-3937-2013,https://doi.org/10.5194/hess-17-3937-2013, 2013 | 25,763 views
27 Nov 2018
A review of the (Revised) Universal Soil Loss Equation ((R)USLE): with a view to increasing its global applicability and improving soil loss estimates
Rubianca Benavidez, Bethanna Jackson, Deborah Maxwell, and Kevin Norton
Hydrol. Earth Syst. Sci., 22, 6059–6086, https://doi.org/10.5194/hess-22-6059-2018,https://doi.org/10.5194/hess-22-6059-2018, 2018 | 25,211 views
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20 Oct 2017
| Highlight paper
The CAMELS data set: catchment attributes and meteorology for large-sample studies
Nans Addor, Andrew J. Newman, Naoki Mizukami, and Martyn P. Clark
Hydrol. Earth Syst. Sci., 21, 5293–5313, https://doi.org/10.5194/hess-21-5293-2017,https://doi.org/10.5194/hess-21-5293-2017, 2017 | 24,906 views
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21 Sep 2012
Technical Note: Downscaling RCM precipitation to the station scale using statistical transformations – a comparison of methods
L. Gudmundsson, J. B. Bremnes, J. E. Haugen, and T. Engen-Skaugen
Hydrol. Earth Syst. Sci., 16, 3383–3390, https://doi.org/10.5194/hess-16-3383-2012,https://doi.org/10.5194/hess-16-3383-2012, 2012 | 24,834 views
30 Jan 2017
MSWEP: 3-hourly 0.25° global gridded precipitation (1979–2015) by merging gauge, satellite, and reanalysis data
Hylke E. Beck, Albert I. J. M. van Dijk, Vincenzo Levizzani, Jaap Schellekens, Diego G. Miralles, Brecht Martens, and Ad de Roo
Hydrol. Earth Syst. Sci., 21, 589–615, https://doi.org/10.5194/hess-21-589-2017,https://doi.org/10.5194/hess-21-589-2017, 2017 | 24,735 views
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07 Aug 2020
| Highlight paper
Revisiting the global hydrological cycle: is it intensifying?
Demetris Koutsoyiannis
Hydrol. Earth Syst. Sci., 24, 3899–3932, https://doi.org/10.5194/hess-24-3899-2020,https://doi.org/10.5194/hess-24-3899-2020, 2020 | 24,440 views
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27 Jan 2014
Nitrate leaching from intensive organic farms to groundwater
O. Dahan, A. Babad, N. Lazarovitch, E. E. Russak, and D. Kurtzman
Hydrol. Earth Syst. Sci., 18, 333–341, https://doi.org/10.5194/hess-18-333-2014,https://doi.org/10.5194/hess-18-333-2014, 2014 | 24,436 views
25 Aug 2022
Deep learning methods for flood mapping: a review of existing applications and future research directions
Roberto Bentivoglio, Elvin Isufi, Sebastian Nicolaas Jonkman, and Riccardo Taormina
Hydrol. Earth Syst. Sci., 26, 4345–4378, https://doi.org/10.5194/hess-26-4345-2022,https://doi.org/10.5194/hess-26-4345-2022, 2022 | 24,412 views
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17 Sep 2012
Teaching hydrological modeling with a user-friendly catchment-runoff-model software package
J. Seibert and M. J. P. Vis
Hydrol. Earth Syst. Sci., 16, 3315–3325, https://doi.org/10.5194/hess-16-3315-2012,https://doi.org/10.5194/hess-16-3315-2012, 2012 | 23,745 views
13 Nov 2018
The CAMELS-CL dataset: catchment attributes and meteorology for large sample studies – Chile dataset
Camila Alvarez-Garreton, Pablo A. Mendoza, Juan Pablo Boisier, Nans Addor, Mauricio Galleguillos, Mauricio Zambrano-Bigiarini, Antonio Lara, Cristóbal Puelma, Gonzalo Cortes, Rene Garreaud, James McPhee, and Alvaro Ayala
Hydrol. Earth Syst. Sci., 22, 5817–5846, https://doi.org/10.5194/hess-22-5817-2018,https://doi.org/10.5194/hess-22-5817-2018, 2018 | 23,669 views
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17 Sep 2014
A review of droughts on the African continent: a geospatial and long-term perspective
I. Masih, S. Maskey, F. E. F. Mussá, and P. Trambauer
Hydrol. Earth Syst. Sci., 18, 3635–3649, https://doi.org/10.5194/hess-18-3635-2014,https://doi.org/10.5194/hess-18-3635-2014, 2014 | 23,572 views
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