Achieving Robust and Transferable Performance for Conservation‐Based Models of Dynamical Physical Systems

Impacts of rainfall spatial and temporal variabilities on runoff quality and quantity at the watershed scale

(2021) Wenjie Zhou et al.   JOURNAL OF HYDROLOGY

On the Robustness of Conceptual Rainfall‐Runoff Models to Calibration and Evaluation Data Set Splits Selection: A Large Sample Investigation

(2020) Danlu Guo et al.   WATER RESOURCES RESEARCH

GRACE‐based Mass Conservation as a Validation Target for Basin‐Scale Evapotranspiration in the Contiguous United States

(2020) Madeleine A. Pascolini‐Campbell et al.   WATER RESOURCES RESEARCH

On Lack of Robustness in Hydrological Model Development Due to Absence of Guidelines for Selecting Calibration and Evaluation Data: Demonstration for Data-Driven Models

(2018) Feifei Zheng et al.   WATER RESOURCES RESEARCH

Assessing the potential robustness of conceptual rainfall-runoff models under a changing climate

(2018) Danlu Guo et al.   WATER RESOURCES RESEARCH

Large landscape urban irrigation: a data-driven approach to evaluating conservation behavior

(2018) Kimberly J. Quesnel et al.   WATER RESOURCES RESEARCH

Exact computation of the halfspace depth

(2016) Rainer Dyckerhoff et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Transferability of hydrological models and ensemble averaging methods between contrasting climatic periods

(2016) Ciaran Broderick et al.   WATER RESOURCES RESEARCH

Gauging the Ungauged Basin: Relative Value of Soft and Hard Data

(2015) J. Seibert et al.   JOURNAL OF HYDROLOGIC ENGINEERING

Catchments as simple dynamical systems: A case study on methods and data requirements for parameter identification

(2014) L. A. Melsen et al.   WATER RESOURCES RESEARCH

A benchmarking approach for comparing data splitting methods for modeling water resources parameters using artificial neural networks

(2013) Wenyan Wu et al.   WATER RESOURCES RESEARCH

Calibration of hydrological models on hydrologically unusual events

(2012) Shailesh Kumar Singh et al.   ADVANCES IN WATER RESOURCES

Runoff conditions in the upper Danube basin under an ensemble of climate change scenarios

(2012) Harald Kling et al.   JOURNAL OF HYDROLOGY

Crash testing hydrological models in contrasted climate conditions: An experiment on 216 Australian catchments

(2012) L. Coron et al.   WATER RESOURCES RESEARCH

Hydrologic consistency as a basis for assessing complexity of monthly water balance models for the continental United States

(2011) Guillermo F. Martinez et al.   WATER RESOURCES RESEARCH

Climate non-stationarity – Validity of calibrated rainfall–runoff models for use in climate change studies

(2010) J. Vaze et al.   JOURNAL OF HYDROLOGY

Decomposition of the mean squared error and NSE performance criteria: Implications for improving hydrological modelling

(2009) Hoshin V. Gupta et al.   JOURNAL OF HYDROLOGY

Data splitting for artificial neural networks using SOM-based stratified sampling

(2009) R.J. May et al.   NEURAL NETWORKS

Reconciling theory with observations: elements of a diagnostic approach to model evaluation

(2008) Hoshin V. Gupta et al.   HYDROLOGICAL PROCESSES

A critical analysis of variants of the AUC

(2008) Stijn Vanderlooy et al.   MACHINE LEARNING