Articles | Volume 24, issue 3
https://doi.org/10.5194/hess-24-1347-2020
© Author(s) 2020. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/hess-24-1347-2020
© Author(s) 2020. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Dynamics of hydrological-model parameters: mechanisms, problems and solutions
Tian Lan
School of Geography and Planning, Sun Yat-sen University, Guangzhou, 510275, China
Kairong Lin
CORRESPONDING AUTHOR
School of Geography and Planning, Sun Yat-sen University, Guangzhou, 510275, China
Guangdong Engineering Technology Research Center of Water Security
Regulation and Control for Southern China, Guangzhou, 510275, China
School of Civil Engineering, Sun Yat-sen University, Guangzhou,
510275, China
Chong-Yu Xu
Department of Geosciences, University of Oslo, P.O. Box 1047 Blindern, 0316 Oslo, Norway
Xuezhi Tan
School of Geography and Planning, Sun Yat-sen University, Guangzhou, 510275, China
Guangdong Engineering Technology Research Center of Water Security
Regulation and Control for Southern China, Guangzhou, 510275, China
School of Civil Engineering, Sun Yat-sen University, Guangzhou,
510275, China
Xiaohong Chen
School of Geography and Planning, Sun Yat-sen University, Guangzhou, 510275, China
Guangdong Engineering Technology Research Center of Water Security
Regulation and Control for Southern China, Guangzhou, 510275, China
School of Civil Engineering, Sun Yat-sen University, Guangzhou,
510275, China
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Cited
38 citations as recorded by crossref.
- A framework for seasonal variations of hydrological model parameters: impact on model results and response to dynamic catchment characteristics T. Lan et al.
- Physical process-based attention encoder-decoder LSTM model to improve global soil moisture prediction Q. Li et al.
- A Comparative Study of a Two-Dimensional Slope Hydrodynamic Model (TDSHM), Long Short-Term Memory (LSTM), and Convolutional Neural Network (CNN) Models for Runoff Prediction Y. Zhou et al.
- Simulating runoff under changing climatic conditions: A comparison of the long short-term memory network with two conceptual hydrologic models P. Bai et al.
- Effects of characteristics of calibration periods on building hydrologic models in the upper basins of South Korea J. Park et al.
- Lack of robustness of hydrological models: a large-sample diagnosis and an attempt to identify hydrological and climatic drivers L. Santos et al.
- Exploring controls on precipitation-runoff dependencies: Implications for non-stationary and spatially heterogeneous analyses T. Lan et al.
- Multi-model simulation performance of monthly water balance models for global catchments: Thresholds and structural sensitivity Z. Ning et al.
- Modelling phosphorus and potassium dynamics in drip-irrigated potato systems using coupled agro-hydrological model M. Rezaei et al.
- Dissolved organic carbon response to hydrological drought characteristics: Based on long-term measurements of headwater streams J. Wu et al.
- Identification of time-varying parameters of a monthly Budyko function in US MOPEX catchments and its implications W. Liu et al.
- Event-aware SWAT+ calibration for stormflows with monthly nutrient data in the Qingjiang River Basin R. Wang et al.
- Multi-Spatial Resolution Rainfall-Runoff Modelling—A Case Study of Sabari River Basin, India V. Sharma & S. Regonda
- Spatial modeling for detection of water retention capacity in technosols developed on carboniferous spoil heap after hard coal mining P. Singh et al.
- Improving the hydrological consistency of a process-based solute-transport model by simultaneous calibration of streamflow and stream concentrations J. Salmon-Monviola et al.
- A time-varying parameter estimation approach using split-sample calibration based on dynamic programming X. Zhang & P. Liu
- Predicting Ice Phenomena in a River Using the Artificial Neural Network and Extreme Gradient Boosting R. Graf et al.
- Simulating Runoff and Actual Evapotranspiration via Time-Variant Parameter Method: The Effects of Hydrological Model Structures Z. Pan et al.
- Hydrological balance and runoff from a montane peat bog traced by water temperature K. Falatkova et al.
- Long-term hydrological budget over urban areas: approaches and challenges Y. Lin Xu et al.
- Identification of dynamic drought propagation from a nonstationary perspective and its application to drought warnings T. Zhang et al.
- DBv2: an improved climate-centric calibration-free model for runoff-generation simulation P. Istalkar & B. Biswal
- Faster increase in evapotranspiration in permafrost-dominated basins in the warming Pan-Arctic Q. Huang et al.
- A physics-driven hybrid transformer model for hydrologic simulation under nonstationary environmental conditions H. Zhang et al.
- Satellite-derived evapotranspiration for calibrating a spatially distributed hydrological model in a highly regulated Iranian river basin A. Jahanshahi
- Testing a low-complexity spatially distributed model to simulate the intra-annual dynamics of soil erosion and sediment delivery F. Matthews et al.
- A novel hybrid deep learning model with dynamic parameterization for accurate flood simulation B. Sun et al.
- Parameter optimization method of hydrological model based on neural ordinary differential equations Q. Xiangzhao et al.
- To bucket or not to bucket? Analyzing the performance and interpretability of hybrid hydrological models with dynamic parameterization E. Acuña Espinoza et al.
- Integrating machine learning ensembles and flood classification for enhanced flood forecasting with dynamic parameter weighting H. Oppel et al.
- An Adaptive Process-Wise Fitting Approach for Hydrological Modeling Based on Streamflow and Remote Sensing Evapotranspiration C. Wang et al.
- Streamflow prediction in ungauged basins: How dissimilar are drainage basins? P. Istalkar & B. Biswal
- Quantifying uncertainty contributions of hydrologic modeling process to hydrologic drought projection in South Korea J. Park et al.
- Quantifying Baseflow Changes Due to Irrigation Expansion Using SWAT+gwflow R. Navas et al.
- Sensitivity and uncertainty of baseflow and discharge simulations using WetSpass-M in the Akaki catchment, central highlands of Ethiopia G. Nigussie et al.
- Estimation of spatiotemporally varying parameters for grid-based distributed hydrologic models X. Zhang et al.
- Increasing parameter identifiability through clustered time-varying sensitivity analysis L. Wang et al.
- Enhancing representation of data-scarce reservoir-regulated river basins using a hybrid DL-process based approach L. Deng et al.
38 citations as recorded by crossref.
- A framework for seasonal variations of hydrological model parameters: impact on model results and response to dynamic catchment characteristics T. Lan et al.
- Physical process-based attention encoder-decoder LSTM model to improve global soil moisture prediction Q. Li et al.
- A Comparative Study of a Two-Dimensional Slope Hydrodynamic Model (TDSHM), Long Short-Term Memory (LSTM), and Convolutional Neural Network (CNN) Models for Runoff Prediction Y. Zhou et al.
- Simulating runoff under changing climatic conditions: A comparison of the long short-term memory network with two conceptual hydrologic models P. Bai et al.
- Effects of characteristics of calibration periods on building hydrologic models in the upper basins of South Korea J. Park et al.
- Lack of robustness of hydrological models: a large-sample diagnosis and an attempt to identify hydrological and climatic drivers L. Santos et al.
- Exploring controls on precipitation-runoff dependencies: Implications for non-stationary and spatially heterogeneous analyses T. Lan et al.
- Multi-model simulation performance of monthly water balance models for global catchments: Thresholds and structural sensitivity Z. Ning et al.
- Modelling phosphorus and potassium dynamics in drip-irrigated potato systems using coupled agro-hydrological model M. Rezaei et al.
- Dissolved organic carbon response to hydrological drought characteristics: Based on long-term measurements of headwater streams J. Wu et al.
- Identification of time-varying parameters of a monthly Budyko function in US MOPEX catchments and its implications W. Liu et al.
- Event-aware SWAT+ calibration for stormflows with monthly nutrient data in the Qingjiang River Basin R. Wang et al.
- Multi-Spatial Resolution Rainfall-Runoff Modelling—A Case Study of Sabari River Basin, India V. Sharma & S. Regonda
- Spatial modeling for detection of water retention capacity in technosols developed on carboniferous spoil heap after hard coal mining P. Singh et al.
- Improving the hydrological consistency of a process-based solute-transport model by simultaneous calibration of streamflow and stream concentrations J. Salmon-Monviola et al.
- A time-varying parameter estimation approach using split-sample calibration based on dynamic programming X. Zhang & P. Liu
- Predicting Ice Phenomena in a River Using the Artificial Neural Network and Extreme Gradient Boosting R. Graf et al.
- Simulating Runoff and Actual Evapotranspiration via Time-Variant Parameter Method: The Effects of Hydrological Model Structures Z. Pan et al.
- Hydrological balance and runoff from a montane peat bog traced by water temperature K. Falatkova et al.
- Long-term hydrological budget over urban areas: approaches and challenges Y. Lin Xu et al.
- Identification of dynamic drought propagation from a nonstationary perspective and its application to drought warnings T. Zhang et al.
- DBv2: an improved climate-centric calibration-free model for runoff-generation simulation P. Istalkar & B. Biswal
- Faster increase in evapotranspiration in permafrost-dominated basins in the warming Pan-Arctic Q. Huang et al.
- A physics-driven hybrid transformer model for hydrologic simulation under nonstationary environmental conditions H. Zhang et al.
- Satellite-derived evapotranspiration for calibrating a spatially distributed hydrological model in a highly regulated Iranian river basin A. Jahanshahi
- Testing a low-complexity spatially distributed model to simulate the intra-annual dynamics of soil erosion and sediment delivery F. Matthews et al.
- A novel hybrid deep learning model with dynamic parameterization for accurate flood simulation B. Sun et al.
- Parameter optimization method of hydrological model based on neural ordinary differential equations Q. Xiangzhao et al.
- To bucket or not to bucket? Analyzing the performance and interpretability of hybrid hydrological models with dynamic parameterization E. Acuña Espinoza et al.
- Integrating machine learning ensembles and flood classification for enhanced flood forecasting with dynamic parameter weighting H. Oppel et al.
- An Adaptive Process-Wise Fitting Approach for Hydrological Modeling Based on Streamflow and Remote Sensing Evapotranspiration C. Wang et al.
- Streamflow prediction in ungauged basins: How dissimilar are drainage basins? P. Istalkar & B. Biswal
- Quantifying uncertainty contributions of hydrologic modeling process to hydrologic drought projection in South Korea J. Park et al.
- Quantifying Baseflow Changes Due to Irrigation Expansion Using SWAT+gwflow R. Navas et al.
- Sensitivity and uncertainty of baseflow and discharge simulations using WetSpass-M in the Akaki catchment, central highlands of Ethiopia G. Nigussie et al.
- Estimation of spatiotemporally varying parameters for grid-based distributed hydrologic models X. Zhang et al.
- Increasing parameter identifiability through clustered time-varying sensitivity analysis L. Wang et al.
- Enhancing representation of data-scarce reservoir-regulated river basins using a hybrid DL-process based approach L. Deng et al.
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Latest update: 16 May 2026