Improved Understanding of River Ice Processes Using Global Sensitivity Analysis Approaches

AbstractThe high impact of river ice phenomena on the hydrology of cold regions has led to the extensive use of numerical models in simulating and predicting river ice processes. Consequently, ther...

[1]  K. Lindenschmidt,et al.  Modelling ice cover formation of a lake–river system with exceptionally high flows (Lake St. Martin and Dauphin River, Manitoba) , 2012 .

[3]  O. Seidou,et al.  Boundary Shear Stress in an Ice-Covered River during Breakup , 2016 .

[4]  F. Hicks.  An overview of river ice problems: CRIPE07 guest editorial , 2009 .

[5]  H. T. Shen,et al.  River Ice Dynamics and Ice Jam Modeling , 2001 .

[6]  H. T. Shen,et al.  Numerical Simulation of River Ice Processes , 1995 .

[7]  Ming Ye,et al.  Global sensitivity analysis in hydrological modeling: Review of concepts, methods, theoretical framework, and applications , 2015 .

[8]  Jerónimo Puertas,et al.  Global Sensitivity and GLUE-Based Uncertainty Analysis of a 2D-1D Dual Urban Drainage Model , 2016 .

[9]  B. Efron.  The jackknife, the bootstrap, and other resampling plans , 1987 .

[10]  Noel A Cressie,et al.  Statistics for Spatial Data, Revised Edition. , 1994 .

[11]  Paola Annoni,et al.  Sixth International Conference on Sensitivity Analysis of Model Output How to avoid a perfunctory sensitivity analysis , 2010 .

[12]  Terry D. Prowse,et al.  River‐ice hydrology in a shrinking cryosphere , 2009 .

[13]  Terry D. Prowse,et al.  RIVER-ICE ECOLOGY. II: BIOLOGICAL ASPECTS , 2001 .

[14]  Saman Razavi,et al.  Insights into sensitivity analysis of Earth and environmental systems models: On the impact of parameter perturbation scale , 2017, Environ. Model. Softw..

[15]  A. Mynett,et al.  Challenges in modelling river flow and ice regime on the Ningxia–Inner Mongolia reach of the Yellow River, China , 2014 .

[16]  B. Efron.  Bootstrap Methods: Another Look at the Jackknife , 1979 .

[17]  H. T. Shen,et al.  River Ice Ecology , 2005 .

[18]  Patricia B. Weyrick,et al.  Monitoring River Ice Conditions Using Web-Based Cameras , 2009 .

[19]  K. Lindenschmidt,et al.  The impact of macrophytes on winter flows along the Upper Qu’Appelle River , 2014 .

[20]  P. Reed,et al.  Hydrology and Earth System Sciences Discussions Comparing Sensitivity Analysis Methods to Advance Lumped Watershed Model Identification and Evaluation , 2022 .

[21]  G. Hornberger,et al.  Approach to the preliminary analysis of environmental systems , 1981 .

[22]  F. Hicks,et al.  Modeling Thermal and Dynamic River Ice Processes , 2006 .

[23]  R. Dawson,et al.  Sensitivity Analysis for Hydraulic Models , 2009 .

[24]  Saman Razavi,et al.  Progressive Latin Hypercube Sampling: An efficient approach for robust sampling-based analysis of environmental models , 2017, Environ. Model. Softw..

[25]  H. Gupta,et al.  A new framework for comprehensive, robust, and efficient global sensitivity analysis: 1. Theory , 2016 .

[26]  R. Ettema,et al.  Sediment transport under ice , 2004 .

[27]  Hung Tao Shen,et al.  A Mathematical Model for River Ice Processes , 1991 .

[28]  H. Gupta,et al.  A new framework for comprehensive, robust, and efficient global sensitivity analysis: 2. Application , 2016 .

[29]  Paola Annoni,et al.  Variance based sensitivity analysis of model output. Design and estimator for the total sensitivity index , 2010, Comput. Phys. Commun..

[30]  LindenschmidtKarl-Erich,et al.  Evaluating the impact of fluvial geomorphology on river ice cover formation based on a global sensitivity analysis of a river ice model , 2013 .

[31]  Jing Yang,et al.  Convergence and uncertainty analyses in Monte-Carlo based sensitivity analysis , 2011, Environ. Model. Softw..

[32]  M. S. Grewal,et al.  Estimating Ice-Affected Streamflow by Extended Kalman Filtering , 1998 .

[33]  Saman Razavi,et al.  What do we mean by sensitivity analysis? The need for comprehensive characterization of “global” sensitivity in Earth and Environmental systems models , 2015 .

[34]  Z. Chen,et al.  Modeling of Interannual Snow and Ice Storage in High-Altitude Regions by Dynamic Equilibrium Concept , 2014 .