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Effects of Memory Biases on Variability of Temperature Reconstructions 期刊论文
JOURNAL OF CLIMATE, 2019, 32 (24) : 8713-8731
作者:  Lucke, Lucie J.;  Hegerl, Gabriele C.;  Schurer, Andrew;  Wilson, Rob
收藏  |  浏览/下载:9/0  |  提交时间:2020/02/17
Surface temperature  Tree rings  Spectral analysis  models  distribution  Hindcasts  Climate variability  
Distribution-Based Global Sensitivity Analysis in Hydrology 期刊论文
WATER RESOURCES RESEARCH, 2019
作者:  Ciriello, Valentina;  Lauriola, Ilaria;  Tartakovsky, Daniel M.
收藏  |  浏览/下载:7/0  |  提交时间:2020/02/16
uncertainty  surrogate model  polynomial chaos  evapotranspiration  
Improving WRF model turbine-height wind-speed forecasting using a surrogate- based automatic optimization method 期刊论文
ATMOSPHERIC RESEARCH, 2019, 226: 1-16
作者:  Di, Zhenhua;  Ao, Juan;  Duan, Qingyun;  Wang, Jin;  Gong, Wei;  Shen, Chenwei;  Gan, Yanjun;  Liu, Zhao
收藏  |  浏览/下载:9/0  |  提交时间:2019/11/27
WRF  Parameter optimization  Surrogate modeling-based optimization  Turbine-height wind-speed forecasting  
Pollution-induced slowdown of coarse woody debris decomposition differs between two coniferous tree species 期刊论文
FOREST ECOLOGY AND MANAGEMENT, 2019, 448: 312-320
作者:  Dulya, Olesya, V;  Bergman, Igor E.;  Kukarskih, Vladimir V.;  Vorobeichik, Evgenii L.;  Smirnov, Georgii Yu;  Mikryukov, Vladimir S.
收藏  |  浏览/下载:10/0  |  提交时间:2019/11/27
Downed logs  Wood decay classes  Rate of organic matter decomposition  Residence time  Air pollution  Copper smelter  Heavy metals  Dendrochronology  Wood density  Dynamic probing  Penetration resistance  
Prediction and Inference of Flow Duration Curves Using Multioutput Neural Networks 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (8) : 6850-6868
作者:  Worland, Scott. C.;  Steinschneider, Scott;  Asquith, William;  Knight, Rodney;  Wieczorek, Michael
收藏  |  浏览/下载:7/0  |  提交时间:2019/11/27
Bayesian Calibration and Sensitivity Analysis for a Karst Aquifer Model Using Active Subspaces 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (8) : 7086-7107
作者:  Parente, Mario Teixeira;  Bittner, Daniel;  Mattis, Steven A.;  Chiogna, Gabriele;  Wohlmuth, Barbara
收藏  |  浏览/下载:4/0  |  提交时间:2019/11/27
Potential Vorticity Diagnostics to Quantify Effects of Latent Heating in Extratropical Cyclones. Part II: Application to Idealized Climate Change Simulations 期刊论文
JOURNAL OF THE ATMOSPHERIC SCIENCES, 2019, 76 (7) : 1885-1902
作者:  Bueeler, Dominik;  Pfahl, Stephan
收藏  |  浏览/下载:8/0  |  提交时间:2019/11/27
Extratropical cyclones  Potential vorticity  Climate change  Latent heating  cooling  General circulation models  Mesoscale models  
Calibration Uncertainties of Tropical Pacific Climate Reconstructions over the Last Millennium 期刊论文
JOURNAL OF CLIMATE, 2019, 32 (14) : 4547-4566
作者:  Yun, Kyung-Sook;  Timmermann, Axel
收藏  |  浏览/下载:4/0  |  提交时间:2019/11/27
Using Deep Neural Networks as Cost-Effective Surrogate Models for Super-Parameterized E3SM Radiative Transfer 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2019, 46 (11) : 6069-6079
作者:  Pal, Anikesh;  Mahajan, Salil;  Norman, Matthew R.
收藏  |  浏览/下载:5/0  |  提交时间:2019/11/26
deep neural networks  radiation models  general circulation models  
Deep Autoregressive Neural Networks for High-Dimensional Inverse Problems in Groundwater Contaminant Source Identification 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (5) : 3856-3881
作者:  Mo, Shaoxing;  Zabaras, Nicholas;  Shi, Xiaoqing;  Wu, Jichun
收藏  |  浏览/下载:10/0  |  提交时间:2019/11/26