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Nation-wide estimation of groundwater redox conditions and nitrate concentrations through machine learning 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2020, 15 (6)
作者:  Knoll, Lukas;  Breuer, Lutz;  Bach, Martin
收藏  |  浏览/下载：10/0  |  提交时间：2020/07/02
groundwater quality  nitrate pollution  redox conditions  random forest  uncertainty  large-scale  
Probabilistic Forecasting of El Nino Using Neural Network Models 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2020, 47 (6)
作者:  Petersik, Paul Johannes;  Dijkstra, Henk A.
收藏  |  浏览/下载：7/0  |  提交时间：2020/07/02
El Nino  prediction  machine learning  neural networks  probabilistic forecasting  
Improving the CPC's ENSO Forecasts using Bayesian model averaging 期刊论文
CLIMATE DYNAMICS, 2019, 53: 3373-3385
作者:  Zhang, Hanpei;  Chu, Pao-Shin;  He, Luke;  Unger, David
收藏  |  浏览/下载：4/0  |  提交时间：2019/11/27
Pre-stratified modelling plus residuals kriging reduces the uncertainty of aboveground biomass estimation and spatial distribution in heterogeneous savannas and forest environments 期刊论文
FOREST ECOLOGY AND MANAGEMENT, 2019, 445: 96-109
作者:  Silveira, Eduarda M. O.;  Espirito Santo, Fernando D.;  Wulder, Michael A.;  Acerbi Junior, Fausto W.;  Carvalho, Monica C.;  Mello, Carlos R.;  Mello, Jose M.;  Shimabukuro, Yosio E.;  Nunes Santos Terra, Marcela Castro;  Carvalho, Luis Marcelo T.;  Scolforo, Jose R. S.
收藏  |  浏览/下载：5/0  |  提交时间：2019/11/27
AGB  Random forests  Brazilian biomes  Climate  Seasonality  
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  
On memory and non-memory parts of surface air temperatures over China: can they be simulated by decadal hindcast experiments in CMIP5? 期刊论文
CLIMATE DYNAMICS, 2019, 52: 4515-4525
作者:  Xiong, Feilin;  Yuan, Naiming;  Ma, Xiaoyan;  Lu, Zhenghui;  Gao, Jinhui
收藏  |  浏览/下载：11/0  |  提交时间：2019/11/26
Long-term memory  Memory part  Non-memory part  CMIP5  
Ice sheet contributions to future sea-level rise from structured expert judgment 期刊论文
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2019, 116 (23) : 11195-11200
作者:  Bamber, Jonathan L.;  Oppenheimer, Michael;  Kopp, Robert E.;  Aspinall, Willy P.;  Cooke, Roger M.
收藏  |  浏览/下载：15/0  |  提交时间：2019/11/27
sea-level rise  climate predictions  ice sheets  Greenland  Antarctica  
On climate prediction: how much can we expect from climate memory? 期刊论文
CLIMATE DYNAMICS, 2019, 52: 855-864
作者:  Yuan, Naiming;  Huang, Yan;  Duan, Jianping;  Zhu, Congwen;  Xoplaki, Elena;  Luterbacher, Juerg
收藏  |  浏览/下载：6/0  |  提交时间：2019/04/09
Long-term climate memory  Climate predictability  Climate prediction  Fractional integral statistical model  
Multimodel ensembles improve predictions of crop-environment-management interactions 期刊论文
GLOBAL CHANGE BIOLOGY, 2018, 24 (11) : 5072-5083
作者:  Wallach, Daniel;  39;Leary, Garry J.
收藏  |  浏览/下载：7/0  |  提交时间：2019/04/09
climate change impact  crop models  ensemble mean  ensemble median  multimodel ensemble  prediction  
A Turbulence-Based Bed-Load Transport Model for Bare and Vegetated Channels 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2018, 45 (19) : 10428-10436
作者:  Yang, J. Q.;  Nepf, H. M.
收藏  |  浏览/下载：1/0  |  提交时间：2019/04/09