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Flow Prediction in Ungauged Catchments Using Probabilistic Random Forests Regionalization and New Statistical Adequacy Tests 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (5) : 4364-4392
作者:  Prieto, Cristina;  Le Vine, Nataliya;  Kavetski, Dmitri;  Garcia, Eduardo;  Medina, Raul
收藏  |  浏览/下载：17/0  |  提交时间：2019/11/26
regionalization  ungauged catchments  uncertainty  random forests regression  model adequacy test  Bayesian inference  
Efficiency of remote sensing tools for post-fire management along a climatic gradient 期刊论文
FOREST ECOLOGY AND MANAGEMENT, 2019, 433: 553-562
作者:  Fernandez-Guisuraga, Jose Manuel;  Calvo, Leonor;  Fernandez-Garcia, Victor;  Marcos-Porras, Elena;  Taboada, Angela;  Suarez-Seoane, Susana
收藏  |  浏览/下载：23/0  |  提交时间：2019/04/09
Atlantic-Transition-Mediterranean climatic gradient  Bayesian Model Averaging (BMA)  Image texture  Model extrapolation  Model generality  Model inference  Model transferability  Pinus pinaster  Vegetation cover  WorldView-2  
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：12/0  |  提交时间：2019/04/09
hydrological model calibration  data signature  uncertainty  Bayesian inference  Approximate Bayesian Computation (ABC)  GLUE  
Mapping growing stock volume and forest live biomass: a case study of the Polissya region of Ukraine 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2017, 12 (10)
作者:  Bilous, Andrii;  Myroniuk, Viktor;  Holiaka, Dmytrii;  Bilous, Svitlana;  See, Linda;  Schepaschenko, Dmitry
收藏  |  浏览/下载：12/0  |  提交时间：2019/04/09
data fusion  k-NN imputation  random forest  model-based inference  confidence interval  
Nonstationary extreme flood/rainfall frequency analysis informed by large-scale oceanic fields for Xidayang Reservoir in North China 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2017, 37 (10)
作者:  Zeng, Hang;  Sun, Xun;  Lall, Upmanu;  Feng, Ping
收藏  |  浏览/下载：18/0  |  提交时间：2019/04/09
extreme flood  rainfall frequency analysis  climate-informed model  Bayesian inference  large-scale oceanic fields  North China  
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：15/0  |  提交时间：2019/04/09
hydrology  Bayesian inference  spectral domain inference  rainfall-runoff modeling  frequency domain inference  model calibration