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Bayesian calibration of a carbon balance model PREBAS using data from permanent growth experiments and national forest inventory 期刊论文
FOREST ECOLOGY AND MANAGEMENT, 2019, 440: 208-257
作者:  Minunno, Francesco;  Peltoniemi, Mikko;  Harkonen, Sanna;  Kalliokoski, Tuomo;  Makinen, Harri;  Makela, Annikki
收藏  |  浏览/下载：8/0  |  提交时间：2019/11/26
Process-based model  Data assimilation  Bayesian calibration  Forest carbon cycle  Forest inventory data  Permanent growth experiments  
Development of Probabilistic Dam Breach Model Using Bayesian Inference 期刊论文
WATER RESOURCES RESEARCH, 2018, 54 (7) : 4376-4400
作者:  Peter, S. J.;  Siviglia, A.;  Nagel, J.;  Marelli, S.;  Boes, R. M.;  Vetsch, D.;  Sudret, B.
收藏  |  浏览/下载：6/0  |  提交时间：2019/04/09
dam breach modeling  probabilistic calibration  Bayesian update  Markov chain Monte Carlo  
Signature-Domain Calibration of Hydrological Models Using Approximate Bayesian Computation: Theory and Comparison to Existing Applications 期刊论文
WATER RESOURCES RESEARCH, 2018, 54 (6) : 4059-4083
作者:  Kavetski, Dmitri;  Fenicia, Fabrizio;  Reichert, Peter;  Albert, Carlo
收藏  |  浏览/下载：3/0  |  提交时间：2019/04/09
hydrological model calibration  data signature  uncertainty  Bayesian inference  Approximate Bayesian Computation (ABC)  GLUE  
Signature-Domain Calibration of Hydrological Models Using Approximate Bayesian Computation: Empirical Analysis of Fundamental Properties 期刊论文
WATER RESOURCES RESEARCH, 2018, 54 (6) : 3958-3987
作者:  Fenicia, Fabrizio;  Kavetski, Dmitri;  Reichert, Peter;  Albert, Carlo
收藏  |  浏览/下载：15/0  |  提交时间：2019/04/09
data signature  Bayesian model calibration  uncertainty  approximate Bayesian computation (ABC)  flow duration curve  flashiness index  
Productivity of Fagus sylvatica under climate change - A Bayesian analysis of risk and uncertainty using the model 3-PG 期刊论文
FOREST ECOLOGY AND MANAGEMENT, 2017, 401
作者:  Augustynczik, Andrey L. D.;  Hartig, Florian;  Minunno, Francesco;  Kahle, Hans-Peter;  Diaconu, Daniela;  Hanewinkel, Marc;  Yousefpour, Rasoul
收藏  |  浏览/下载：5/0  |  提交时间：2019/04/09
Uncertainty  Risk  Forest management  Bayesian calibration  European beech  
Bayesian spectral likelihood for hydrological parameter inference 期刊论文
WATER RESOURCES RESEARCH, 2017, 53 (8)
作者:  Schaefli, Bettina;  Kavetski, Dmitri
收藏  |  浏览/下载：4/0  |  提交时间：2019/04/09
hydrology  Bayesian inference  spectral domain inference  rainfall-runoff modeling  frequency domain inference  model calibration  
Quantifying model structural error: Efficient Bayesian calibration of a regional groundwater flow model using surrogates and a data-driven error model 期刊论文
WATER RESOURCES RESEARCH, 2017, 53 (5)
作者:  Xu, Tianfang;  Valocchi, Albert J.;  Ye, Ming;  Liang, Feng
收藏  |  浏览/下载：7/0  |  提交时间：2019/04/09
Bayesian calibration  uncertainty decomposition  model structural error  surrogate modeling  groundwater