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Predicting the Geothermal Heat Flux in Greenland: A Machine Learning Approach 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2017, 44 (24)
作者:  Rezvanbehbahani, Soroush;  Stearns, Leigh A.;  Kadivar, Amir;  Walker, J. Doug;  van der Veen, C. J.
收藏  |  浏览/下载:9/0  |  提交时间:2019/04/09
Greenland ice sheet  geothermal heat flux  machine learning  
Earth System Modeling 2.0: A Blueprint for Models That Learn From Observations and Targeted High-Resolution Simulations 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2017, 44 (24)
作者:  Schneider, Tapio;  Lan, Shiwei;  Stuart, Andrew;  Teixeira, Joao
收藏  |  浏览/下载:10/0  |  提交时间:2019/04/09
Earth system models  parameterizations  data assimilation  machine learning  Kalman inversion  Markov chain Monte Carlo  
A generative vision model that trains with high data efficiency and breaks text-based CAPTCHAs 期刊论文
SCIENCE, 2017, 358 (6368)
作者:  George, Dileep;  Lehrach, Wolfgang;  Kansky, Ken;  Lazaro-Gredilla, Miguel;  Laan, Christopher;  Marthi, Bhaskara;  Lou, Xinghua;  Meng, Zhaoshi;  Liu, Yi;  Wang, Huayan;  Lavin, Alex;  Phoenix, D. Scott
收藏  |  浏览/下载:6/0  |  提交时间:2019/11/27
Automatic Cloud-Type Classification Based On the Combined Use of a Sky Camera and a Ceilometer 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2017, 122 (20)
作者:  Huertas-Tato, J.;  Rodriguez-Benitez, F. J.;  Arbizu-Barrena, C.;  Aler-Mur, R.;  Galvan-Leon, I.;  Pozo-Vazquez, D.
收藏  |  浏览/下载:5/0  |  提交时间:2019/04/09
Conservation and relative habitat suitability for an arboreal mammal associated with old forest 期刊论文
FOREST ECOLOGY AND MANAGEMENT, 2017, 402: 43476
作者:  Linnell, Mark A.;  Davis, Raymond J.;  Lesmeister, Damon B.;  Swingle, James K.
收藏  |  浏览/下载:7/0  |  提交时间:2019/04/09
LiDAR  Red tree vole  Relative habitat suitability modeling  Forest loss  Forest matrix  Conservation planning  
Machine Learning Predicts Laboratory Earthquakes 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2017, 44 (18)
作者:  Rouet-Leduc, Bertrand;  Hulbert, Claudia;  Lubbers, Nicholas;  Barros, Kipton;  Humphreys, Colin J.;  Johnson, Paul A.
收藏  |  浏览/下载:6/0  |  提交时间:2019/04/09
machine learning  earthquake prediction  laboratory earthquakes  acoustic signal identification  earthquake precursors  
Accumulation in coastal West Antarctic ice core records and the role of cyclone activity 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2017, 44 (17)
作者:  Hosking, J. Scott;  Fogt, Ryan;  Thomas, Elizabeth R.;  Moosavi, Vahid;  Phillips, Tony;  Coggins, Jack;  Reusch, David
收藏  |  浏览/下载:6/0  |  提交时间:2019/04/09
Evaporation modelling using different machine learning techniques 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2017, 37
作者:  Wang, Lunche;  Kisi, Ozgur;  Hu, Bo;  Bilal, Muhammad;  Zounemat-Kermani, Mohammad;  Li, Hui
收藏  |  浏览/下载:11/0  |  提交时间:2019/04/09
pan evaporation  fuzzy genetic algorithm  ANFIS-GP  M5 model tree  cross-station application  
Characterizing degradation of palm swamp peatlands from space and on the ground: An exploratory study in the Peruvian Amazon 期刊论文
FOREST ECOLOGY AND MANAGEMENT, 2017, 393
作者:  Hergoualc&;  39;h, Kristell
收藏  |  浏览/下载:0/0  |  提交时间:2019/04/09
Aguajal  CO2  Mauritia flexuosa  Tropical peatland  Land cover classification  Remote sensing  Satellite data  
ARTIFICIAL INTELLIGENCE A social spin on language analysis 期刊论文
NATURE, 2017, 545 (7653) : 166-167
作者:  Rose, Carolyn Penstein
收藏  |  浏览/下载:0/0  |  提交时间:2019/11/27