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Sensitivity determined simultaneous estimation of multiple parameters in coupled models: part I-based on single model component sensitivities 期刊论文
CLIMATE DYNAMICS, 2019, 53: 5349-5373
作者:  Zhao, Yuxin;  Deng, Xiong;  Zhang, Shaoqing;  Liu, Zhengyu;  Liu, Chang
收藏  |  浏览/下载：6/0  |  提交时间：2019/11/27
Data assimilation  Coupled parameter estimation  Simultaneous estimation of multiple parameters  Single model component sensitivities  
Rapid expansion of northern peatlands and doubled estimate of carbon storage 期刊论文
NATURE GEOSCIENCE, 2019, 12 (11) : 917-+
作者:  Nichols, Jonathan E.;  Peteet, Dorothy M.
收藏  |  浏览/下载：10/0  |  提交时间：2020/02/16
Dissecting racial bias in an algorithm used to manage the health of populations 期刊论文
SCIENCE, 2019, 366 (6464) : 447-+
作者:  Obermeyer, Ziad;  Powers, Brian;  Vogeli, Christine;  Mullainathan, Sendhil
收藏  |  浏览/下载：4/0  |  提交时间：2019/11/27
Weather regimes and analogues downscaling of seasonal precipitation for the 21st century: A case study over Israel 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2019
作者:  Hochman, Assaf;  Kunin, Pavel;  Alpert, Pinhas;  Harpaz, Tzvi;  Saaroni, Hadas;  Rostkier-Edelstein, Dorita
收藏  |  浏览/下载：10/0  |  提交时间：2019/11/27
analogues downscaling  climate change  CMIP5 predictions  Eastern Mediterranean  seasonal precipitation  synoptic classification  weather regimes  
Gap-filling approaches for eddy covariance methane fluxes: A comparison of three machine learning algorithms and a traditional method with principal component analysis 期刊论文
GLOBAL CHANGE BIOLOGY, 2019
作者:  Kim, Yeonuk;  Johnson, Mark S.;  Knox, Sara H.;  Black, T. Andrew;  Dalmagro, Higo J.;  Kang, Minseok;  Kim, Joon;  Baldocchi, Dennis
收藏  |  浏览/下载：16/0  |  提交时间：2019/11/27
artificial neural network  comparison of gap-filling techniques  eddy covariance  machine learning  marginal distribution sampling  methane flux  random forest  support vector machine  
Random trend errors in climate station data due to inhomogeneities 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2019
作者:  Lindau, Ralf;  Venema, Victor
收藏  |  浏览/下载：6/0  |  提交时间：2019/11/27
break types  Brownian motion  climate stations  homogenization  inhomogeneities  random deviations  trend errors  
The Australian Northwest Cloudband: Climatology, Mechanisms, and Association with Precipitation 期刊论文
JOURNAL OF CLIMATE, 2019, 32 (20) : 6665-6684
作者:  Reid, Kimberley J.;  Simmonds, Ian;  Vincent, Claire L.;  King, Andrew D.
收藏  |  浏览/下载：6/0  |  提交时间：2019/11/27
Australia  Synoptic climatology  Precipitation  Algorithms  Satellite observations  
Atmospheric blocking and intercomparison of objective detection methods: flow field characteristics 期刊论文
CLIMATE DYNAMICS, 2019, 53: 4189-4216
作者:  Pinheiro, M. C.;  Ullrich, P. A.;  Grotjahn, R.
收藏  |  浏览/下载：4/0  |  提交时间：2019/11/27
Blocking  Objective detection  Climate variability  Climatology  
A new method to study inhomogeneities in climate records: Brownian motion or random deviations? 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2019, 39 (12) : 4769-4783
作者:  Lindau, Ralf;  Venema, Victor
收藏  |  浏览/下载：6/0  |  提交时间：2019/11/27
Brownian motion  climate stations  homogenization  number of breaks  random deviations  signal separation  spurious trends  variance of lag differences  
Coupling annual, monthly and daily weather generators to simulate multisite and multivariate climate variables with low-frequency variability for hydrological modelling 期刊论文
CLIMATE DYNAMICS, 2019, 53: 3841-3860
作者:  Chen, Jie;  Arsenault, Richard;  Brissette, Francois P.;  Cote, Pascal;  Su, Tianhua
收藏  |  浏览/下载：3/0  |  提交时间：2019/11/27
Weather generator  Multisite and multivariate dependencies  Low-frequency variability  Hydrological modeling