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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：19/0  |  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  
Striations in Marginal Seas and the Mediterranean Sea 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2019, 46 (5) : 2726-2733
作者:  Zhang, Y.;  Guan, Y. P.
收藏  |  浏览/下载：5/0  |  提交时间：2019/11/26
striations  marginal seas  the Mediterranean sea  filter parameters  spatial distribution  
Predicting tree diameter using allometry described by non-parametric locally-estimated copulas from tree dimensions derived from airborne laser scanning 期刊论文
FOREST ECOLOGY AND MANAGEMENT, 2019, 434: 205-212
作者:  Xu, Qing;  Li, Bo;  Maltamo, Matti;  Tokola, Timo;  Hou, Zhengyang
收藏  |  浏览/下载：10/0  |  提交时间：2019/04/09
Individual tree detection  Copula  Marginal distribution  Quantile regression  Nearest neighbour  
Simulation of Stochastic Processes Exhibiting Any-Range Dependence and Arbitrary Marginal Distributions 期刊论文
WATER RESOURCES RESEARCH, 2018, 54 (11) : 9484-9513
作者:  Tsoukalas, Ioannis;  Makropoulos, Christos;  Koutsoyiannis, Demetris
收藏  |  浏览/下载：3/0  |  提交时间：2019/04/09
multivariate stochastic simulation  short- and long-range dependence  Hurst phenomenon  symmetric moving average to anything  Nataf joint distribution model  arbitrary marginal distributions  
A comparative study to determine the optimal copula model for the wind speed and precipitation of typhoons 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2017, 37 (4)
作者:  Um, Myoung-Jin;  Joo, Kyungwon;  Nam, Woosung;  Heo, Jun-Haeng
收藏  |  浏览/下载：5/0  |  提交时间：2019/04/09
typhoon  wind speed  total precipitation  copula model  marginal distribution