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High-resolution mapping of aboveground biomass for forest carbon monitoring system in the Tri-State region of Maryland, Pennsylvania and Delaware, USA 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2019, 14 (9)
作者:  Huang, Wenli;  39;Neil-Dunne, Jarlath
收藏  |  浏览/下载：8/0  |  提交时间：2019/11/27
forest aboveground biomass  carbon monitoring system  lidar  forest inventory analysis  Maryland  Delaware  Pennsylvania  
Integration in the European electricity market: A machine learning-based convergence analysis for the Central Western Europe region 期刊论文
ENERGY POLICY, 2019, 132: 549-566
作者:  Saez, Yago;  Mochon, Asuncion;  Corona, Luis;  Isasi, Pedro
收藏  |  浏览/下载：12/0  |  提交时间：2019/11/27
European electricity market  CWE region  Flow-based market coupling  Random forest  Machine learning  Decision trees  
Food flows between counties in the United States 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2019, 14 (8)
作者:  Lin, Xiaowen;  Ruess, Paul J.;  Marston, Landon;  Konar, Megan
收藏  |  浏览/下载：10/0  |  提交时间：2019/11/27
food flows  networks  algorithm development  
Benchmark estimates for aboveground litterfall data derived from ecosystem models 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2019, 14 (8)
作者:  Li, Shihua;  Yuan, Wenping;  Ciais, Philippe;  Viovy, Nicolas;  Ito, Akihiko;  Jia, Bingrui;  Zhu, Dan
收藏  |  浏览/下载：10/0  |  提交时间：2019/11/27
aboveground litterfall production  leaf area index  random forest  ecosystem model  
Machine Learning Reveals the State of Intermittent Frictional Dynamics in a Sheared Granular Fault 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2019, 46 (13) : 7395-7403
作者:  Ren, C. X.;  Dorostkar, O.;  Rouet-Leduc, B.;  Hulbert, C.;  Strebel, D.;  Guyer, R. A.;  Johnson, P. A.;  Carmeliet, J.
收藏  |  浏览/下载：5/0  |  提交时间：2019/11/27
Continental-scale soil carbon composition and vulnerability modulated by regional environmental controls 期刊论文
NATURE GEOSCIENCE, 2019, 12 (7) : 547-+
作者:  Rossel, R. A. Viscarra;  Lee, J.;  Behrens, T.;  Luo, Z.;  Baldock, J.;  Richards, A.
收藏  |  浏览/下载：8/0  |  提交时间：2019/11/27
Improving the North American multi-model ensemble (NMME) precipitation forecasts at local areas using wavelet and machine learning 期刊论文
CLIMATE DYNAMICS, 2019, 53: 601-615
作者:  Xu, Lei;  Chen, Nengcheng;  Zhang, Xiang;  Chen, Zeqiang;  Hu, Chuli;  Wang, Chao
收藏  |  浏览/下载：9/0  |  提交时间：2019/11/27
NMME  Precipitation forecast  Bias correction  Wavelet  Machine learning  
Distribution of tree species with high economic and livelihood value for Zambia 期刊论文
FOREST ECOLOGY AND MANAGEMENT, 2019, 441: 280-292
作者:  Pelletier, Johanne;  Chidumayo, Emmanuel;  Trainor, Anne;  Siampale, Abel;  Mbindo, Keddy
收藏  |  浏览/下载：8/0  |  提交时间：2019/11/26
Africa  Charcoal production  Dry tropical forests  Miombo woodands  Mopane woodlands  Species distribution modelling  Timber  Zambia  
First Effort at Constructing a High-Density Photosynthetically Active Radiation Dataset during 1961-2014 in China 期刊论文
JOURNAL OF CLIMATE, 2019, 32 (10) : 2761-2780
作者:  Qin, Wenmin;  Wang, Lunche;  Zhang, Ming;  Niu, Zigeng;  Luo, Ming;  Lin, Aiwen;  Hu, Bo
收藏  |  浏览/下载：7/0  |  提交时间：2019/11/26
Atmosphere  Asia  Radiative forcing  Shortwave radiation  Data processing  Databases  
High-resolution mapping of daily climate variables by aggregating multiple spatial data sets with the random forest algorithm over the conterminous United States 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2019, 39 (6) : 2964-2983
作者:  Hashimoto, Hirofumi;  Wang, Weile;  Melton, Forrest S.;  Moreno, Adam L.;  Ganguly, Sangram;  Michaelis, Andrew R.;  Nemani, Ramakrishna R.
收藏  |  浏览/下载：10/0  |  提交时间：2019/11/26
daily surface climate  machine learning  NEX-GDM  precipitation  random forest  solar radiation and wind speed  temperature