12 Sep 2024
HESS Opinions: Never train a Long Short-Term Memory (LSTM) network on a single basin
Hydrol. Earth Syst. Sci., 28, 4187–4201, 5,843 views
2024 | 27 Nov 2024
Deducing land–atmosphere coupling regimes from SMAP soil moisture
Hydrol. Earth Syst. Sci., 28, 5087–5106, 4,331 views
2024 | 17 Jul 2024
Global-scale evaluation of precipitation datasets for hydrological modelling
Hydrol. Earth Syst. Sci., 28, 3099–3118, 4,124 views
2024 | 29 Jul 2024
| Highlight paper
Hydro-pedotransfer functions: a roadmap for future development
Hydrol. Earth Syst. Sci., 28, 3391–3433, 3,938 views
2024 | 25 Mar 2025
Optimising ensemble streamflow predictions with bias correction and data assimilation techniques
Hydrol. Earth Syst. Sci., 29, 1587–1614, 3,809 views
2025 | 08 Oct 2024
| Highlight paper
Characterizing nonlinear, nonstationary, and heterogeneous hydrologic behavior using ensemble rainfall–runoff analysis (ERRA): proof of concept
Hydrol. Earth Syst. Sci., 28, 4427–4454, 3,712 views
2024 | 04 Dec 2024
Data-driven modelling of hydraulic-head time series: results and lessons learned from the 2022 Groundwater Time Series Modelling Challenge
Hydrol. Earth Syst. Sci., 28, 5193–5208, 3,676 views
2024 | 07 Jan 2025
Unsupervised image velocimetry for automated computation of river flow velocities
Hydrol. Earth Syst. Sci. Discuss.,
2025Revised manuscript accepted for HESS (discussion: closed, 4 comments) | 3,644 views
28 Jun 2024
Technical note: Removing dynamic sea-level influences from groundwater-level measurements
Hydrol. Earth Syst. Sci., 28, 2767–2784, 3,639 views
2024 | 15 Jul 2024
When ancient numerical demons meet physics-informed machine learning: adjoint-based gradients for implicit differentiable modeling
Hydrol. Earth Syst. Sci., 28, 3051–3077, 3,243 views
2024 | 17 Mar 2025
| Highlight paper
Meteorological ingredients of heavy precipitation and subsequent lake-filling episodes in the northwestern Sahara
Hydrol. Earth Syst. Sci., 29, 1395–1427, 3,194 views
2025 | 12 Sep 2024
| Highlight paper
Large-sample hydrology – a few camels or a whole caravan?
Hydrol. Earth Syst. Sci., 28, 4219–4237, 3,099 views
2024 | 14 Oct 2024
Root zone in the Earth system
Hydrol. Earth Syst. Sci., 28, 4477–4499, 3,077 views
2024 | 13 Jun 2024
Metamorphic testing of machine learning and conceptual hydrologic models
Hydrol. Earth Syst. Sci., 28, 2505–2529, 2,983 views
2024 | 20 Aug 2024
| Highlight paper
An increase in the spatial extent of European floods over the last 70 years
Hydrol. Earth Syst. Sci., 28, 3755–3775, 2,728 views
2024 | 27 Jun 2024
To bucket or not to bucket? Analyzing the performance and interpretability of hybrid hydrological models with dynamic parameterization
Hydrol. Earth Syst. Sci., 28, 2705–2719, 2,710 views
2024 | 20 Sep 2024
| Highlight paper
Young and new water fractions in soil and hillslope waters
Hydrol. Earth Syst. Sci., 28, 4295–4308, 2,662 views
2024 | 05 Jul 2024
High-resolution long-term average groundwater recharge in Africa estimated using random forest regression and residual interpolation
Hydrol. Earth Syst. Sci., 28, 2949–2967, 2,638 views
2024 | 05 Jun 2024
Machine learning and global vegetation: random forests for downscaling and gap filling
Hydrol. Earth Syst. Sci., 28, 2357–2374, 2,528 views
2024 | 16 Aug 2024
Monthly new water fractions and their relationships with climate and catchment properties across Alpine rivers
Hydrol. Earth Syst. Sci., 28, 3675–3694, 2,496 views
2024 | 02 Sep 2024
| Highlight paper
Merging modelled and reported flood impacts in Europe in a combined flood event catalogue for 1950–2020
Hydrol. Earth Syst. Sci., 28, 3983–4010, 2,447 views
2024 | 16 Oct 2024
Hybrid hydrological modeling for large alpine basins: a semi-distributed approach
Hydrol. Earth Syst. Sci., 28, 4521–4538, 2,406 views
2024 | 10 Jun 2024
Circumarctic land cover diversity considering wetness gradients
Hydrol. Earth Syst. Sci., 28, 2421–2481, 2,406 views
2024 | 01 Oct 2024
Exploring the provenance of information across Canadian hydrometric stations: implications for discharge estimation and uncertainty quantification
Hydrol. Earth Syst. Sci., 28, 4383–4405, 2,406 views
2024 | 27 Feb 2025
| Highlight paper
CH-RUN: a deep-learning-based spatially contiguous runoff reconstruction for Switzerland
Hydrol. Earth Syst. Sci., 29, 1061–1082, 2,340 views
2025 | 23 Jan 2025
HESS Opinions: Towards a common vision for the future of hydrological observatories
Hydrol. Earth Syst. Sci., 29, 465–483, 2,276 views
2025 | 29 Oct 2024
Technical note: A guide to using three open-source quality control algorithms for rainfall data from personal weather stations
Hydrol. Earth Syst. Sci., 28, 4715–4731, 2,268 views
2024 | 26 Jul 2024
Flood drivers and trends: a case study of the Geul River catchment (the Netherlands) over the past half century
Hydrol. Earth Syst. Sci., 28, 3327–3345, 2,239 views
2024 | 24 Oct 2024
Multi-scale soil moisture data and process-based modeling reveal the importance of lateral groundwater flow in a subarctic catchment
Hydrol. Earth Syst. Sci., 28, 4643–4666, 2,224 views
2024 | 20 Jun 2024
Widespread flooding dynamics under climate change: characterising floods using grid-based hydrological modelling and regional climate projections
Hydrol. Earth Syst. Sci., 28, 2635–2650, 2,207 views
2024 | 13 Feb 2025
| Highlight paper
Creating a national urban flood dataset for China from news texts (2000–2022) at the county level
Hydrol. Earth Syst. Sci., 29, 767–783, 2,191 views
2025 | 26 Nov 2024
On the importance of discharge observation uncertainty when interpreting hydrological model performance
Hydrol. Earth Syst. Sci., 28, 5011–5030, 2,191 views
2024 | 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
Hydrol. Earth Syst. Sci., 28, 2871–2893, 2,191 views
2024 | 07 Nov 2024
On the use of streamflow transformations for hydrological model calibration
Hydrol. Earth Syst. Sci., 28, 4837–4860, 2,182 views
2024 | 11 Jun 2024
The influence of human activities on streamflow reductions during the megadrought in central Chile
Hydrol. Earth Syst. Sci., 28, 2483–2503, 2,160 views
2024 | 07 Oct 2024
Assessing groundwater level modelling using a 1-D convolutional neural network (CNN): linking model performances to geospatial and time series features
Hydrol. Earth Syst. Sci., 28, 4407–4425, 2,159 views
2024 | 12 Sep 2024
Making a case for power-sensitive water modelling: a literature review
Hydrol. Earth Syst. Sci., 28, 4157–4186, 2,150 views
2024 | 21 Jun 2024
The development of an operational system for estimating irrigation water use reveals socio-political dynamics in Ukraine
Hydrol. Earth Syst. Sci., 28, 2651–2659, 2,148 views
2024 | 25 Jul 2024
Machine-learning-constrained projection of bivariate hydrological drought magnitudes and socioeconomic risks over China
Hydrol. Earth Syst. Sci., 28, 3305–3326, 2,119 views
2024 | 12 Sep 2024
A data-centric perspective on the information needed for hydrological uncertainty predictions
Hydrol. Earth Syst. Sci., 28, 4099–4126, 2,117 views
2024 | 06 Sep 2024
Comment on “Are soils overrated in hydrology?” by Gao et al. (2023)
Hydrol. Earth Syst. Sci., 28, 4059–4063, 2,105 views
2024 | 24 Mar 2025
Economic valuation of subsurface water contributions to watershed ecosystem services using a fully integrated groundwater–surface-water model
Hydrol. Earth Syst. Sci., 29, 1549–1568, 2,096 views
2025 | 18 Jul 2024
Neural networks in catchment hydrology: A comparative study of different algorithms in an ensemble of ungauged basins in Germany
Hydrol. Earth Syst. Sci. Discuss.,
2024Revised manuscript under review for HESS (discussion: final response, 10 comments) | 2,073 views
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
Hydrol. Earth Syst. Sci., 28, 4819–4836, 2,054 views
2024 | 09 Jul 2024
Technical note: Surface fields for global environmental modelling
Hydrol. Earth Syst. Sci., 28, 2991–3036, 2,045 views
2024 | 28 Apr 2025
Technical note: An assessment of the relative contribution of the Soret effect to open-water evaporation
Hydrol. Earth Syst. Sci., 29, 2097–2108, 2,041 views
2025 | 13 Aug 2024
Technical Note: The divide and measure nonconformity – how metrics can mislead when we evaluate on different data partitions
Hydrol. Earth Syst. Sci., 28, 3665–3673, 2,008 views
2024 | 04 Jun 2024
Investigation of the functional relationship between antecedent rainfall and the probability of debris flow occurrence in Jiangjia Gully, China
Hydrol. Earth Syst. Sci., 28, 2343–2355, 1,998 views
2024 | 21 Nov 2024
Learning landscape features from streamflow with autoencoders
Hydrol. Earth Syst. Sci., 28, 4971–4988, 1,990 views
2024 | 14 Jun 2024
Quantifying cascading uncertainty in compound flood modeling with linked process-based and machine learning models
Hydrol. Earth Syst. Sci., 28, 2531–2553, 1,973 views
2024 |