Double-layer parallelization for hydrological model calibration on HPC systems
暂无分享,去创建一个
Xiang Li | Haiyun Shi | Tiejian Li | Xia Wu | A Zhang | Yuan Si | Ronghua Liu | Jiaye Li | Xiang Li | Xiang Li | Tiejian Li | Haiyun Shi | Jiaye Li | Y. Si | Ronghua Liu | Xia Wu | A. Zhang
[1] Raghavan Srinivasan,et al. Efficient multi-objective calibration of a computationally intensive hydrologic model with parallel computing software in Python , 2013, Environ. Model. Softw..
[2] Keith Beven,et al. The future of distributed models: model calibration and uncertainty prediction. , 1992 .
[3] Yang Liu,et al. Automatic calibration of a rainfall-runoff model using a fast and elitist multi-objective particle swarm algorithm , 2009, Expert Syst. Appl..
[4] S. Sorooshian,et al. Effective and efficient global optimization for conceptual rainfall‐runoff models , 1992 .
[5] Chuntian Cheng,et al. Calibration of Xinanjiang model parameters using hybrid genetic algorithm based fuzzy optimal model , 2012 .
[6] David E. Goldberg,et al. Genetic Algorithms in Search Optimization and Machine Learning , 1988 .
[7] Kwok-Wing Chau,et al. ANN-based interval forecasting of streamflow discharges using the LUBE method and MOFIPS , 2015, Eng. Appl. Artif. Intell..
[8] M. J. Hall,et al. Rainfall-Runoff Modelling , 2004 .
[9] Q. J. Wang. The Genetic Algorithm and Its Application to Calibrating Conceptual Rainfall-Runoff Models , 1991 .
[10] Tomàs Margalef,et al. Knowledge-guided Genetic Algorithm for input parameter optimisation in environmental modelling , 2010, ICCS.
[11] Vimal Sharma,et al. Auto-Calibration of Hydrological Models Using High Performance Computing , 2006 .
[12] A. Bahremand,et al. Distributed Hydrological Modeling and Sensitivity Analysis in Torysa Watershed, Slovakia , 2008 .
[13] John H. Holland,et al. Adaptation in Natural and Artificial Systems: An Introductory Analysis with Applications to Biology, Control, and Artificial Intelligence , 1992 .
[14] Indrajeet Chaubey,et al. Application of distributed hydrological models for predictions in ungauged basins: a method to quantify predictive uncertainty , 2014 .
[15] Guangqian Wang,et al. An efficient and comprehensive method for drainage network extraction from DEM with billions of pixels using a size-balanced binary search tree , 2015 .
[16] Christine A. Shoemaker,et al. Cannonsville Reservoir Watershed SWAT2000 model development, calibration and validation , 2007 .
[17] L. Ridgway Scott,et al. Scientific Parallel Computing , 2005 .
[18] Kalyanmoy Deb,et al. A Fast Elitist Non-dominated Sorting Genetic Algorithm for Multi-objective Optimisation: NSGA-II , 2000, PPSN.
[19] Indrajeet Chaubey,et al. A computationally efficient approach for watershed scale spatial optimization , 2015, Environ. Model. Softw..
[20] David W. Coit,et al. Multi-objective optimization using genetic algorithms: A tutorial , 2006, Reliab. Eng. Syst. Saf..
[21] Fan Zhang,et al. Application of a hybrid MPI/OpenMP approach for parallel groundwater model calibration using multi-core computers , 2010, Comput. Geosci..
[22] James A. Nicell,et al. Calibration of conceptual rainfall–runoff models using global optimisation methods with hydrologic process-based parameter constraints , 2007 .
[23] K. Chau,et al. A hybrid model coupled with singular spectrum analysis for daily rainfall prediction , 2010 .
[24] Misgana K. Muleta,et al. Sensitivity and uncertainty analysis coupled with automatic calibration for a distributed watershed model , 2005 .
[25] Henrik Madsen,et al. Automatic calibration of a conceptual rainfall-runoff model using multiple objectives. , 2000 .
[26] Hao Wang,et al. Dynamic parallelization of hydrological model simulations , 2011, Environ. Model. Softw..
[27] P. E. O'connell,et al. River flow forecasting through conceptual models part III - The Ray catchment at Grendon Underwood , 1970 .
[28] Chuntian Cheng,et al. Multiple criteria rainfall–runoff model calibration using a parallel genetic algorithm in a cluster of computers / Calage multi-critères en modélisation pluie–débit par un algorithme génétique parallèle mis en œuvre par une grappe d'ordinateurs , 2005 .
[29] Jun Xia,et al. An efficient integrated approach for global sensitivity analysis of hydrological model parameters , 2013, Environ. Model. Softw..
[30] Ji Chen,et al. A service-oriented architecture for ensemble flood forecast from numerical weather prediction , 2015 .
[31] Ji Chen,et al. Parallelization of a hydrological model using the message passing interface , 2013, Environ. Model. Softw..
[32] V. Singh,et al. Mathematical models of large watershed hydrology , 2002 .
[33] Hao Wang,et al. Maximum speedup ratio curve (MSC) in parallel computing of the binary-tree-based drainage network , 2012, Comput. Geosci..
[34] Shuguang Liu,et al. A suggestion for computing objective function in model calibration , 2014, Ecol. Informatics.
[35] Guangqian Wang,et al. Watershed Sediment Dynamics and Modeling: A Watershed Modeling System for Yellow River , 2015 .
[36] C. L. Wu,et al. Methods to improve neural network performance in daily flows prediction , 2009 .
[37] Barbara Chapman,et al. Using OpenMP - portable shared memory parallel programming , 2007, Scientific and engineering computation.
[38] Shuguang Liu,et al. Automating calibration, sensitivity and uncertainty analysis of complex models using the R package Flexible Modeling Environment (FME): SWAT as an example , 2012, Environ. Model. Softw..
[39] Ji Chen,et al. A modified binary tree codification of drainage networks to support complex hydrological models , 2010, Comput. Geosci..
[40] Kwok-wing Chau,et al. Improving Forecasting Accuracy of Annual Runoff Time Series Using ARIMA Based on EEMD Decomposition , 2015, Water Resources Management.
[41] K. Loague. Rainfall-Runoff Modelling , 2010 .
[42] Guangqian Wang,et al. Digital Yellow River Model , 2007 .
[43] Tiejian Li,et al. Soil erosion and sediment transport in the gullied Loess Plateau: Scale effects and their mechanisms , 2009 .
[44] J. Nash,et al. River flow forecasting through conceptual models part I — A discussion of principles☆ , 1970 .
[45] Gerhard Wellein,et al. Introduction to High Performance Computing for Scientists and Engineers , 2010, Chapman and Hall / CRC computational science series.
[46] Guangqian Wang,et al. Modeling the Process of Hillslope Soil Erosion in the Loess Plateau , 2009 .
[47] Indrajeet Chaubey,et al. Sensitivity and identifiability of stream flow generation parameters of the SWAT model , 2010 .
[48] Bernard A. Engel,et al. Toward improved calibration of watershed models: Multisite multiobjective measures of information , 2014, Environ. Model. Softw..
[49] R. K. Ursem. Multi-objective Optimization using Evolutionary Algorithms , 2009 .