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A General Framework for Global Retrievals of Trace Gases From IASI: Application to Methanol, Formic Acid, and PAN 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2018, 123 (24) : 13963-13984
作者:  Franco, B.;  Clarisse, L.;  Stavrakou, T.;  Mueller, J. -F;  Van Damme, M.;  Whitburn, S.;  Hadji-Lazaro, J.;  Hurtmans, D.;  Taraborrelli, D.;  Clerbaux, C.;  Coheur, P. -F
收藏  |  浏览/下载:12/0  |  提交时间:2019/04/09
remote sensing  IASI  neural network  volatile organic compound  
Short-Term Precipitation Forecast Based on the PERSIANN System and LSTM Recurrent Neural NetworksN 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2018, 123 (22) : 12543-12563
作者:  Asanjan, Ata Akbari;  Yang, Tiantian;  Hsu, Kuolin;  Sorooshian, Soroosh;  Lin, Junqiang;  Peng, Qidong
收藏  |  浏览/下载:5/0  |  提交时间:2019/04/09
Seasonal prediction of high-resolution temperature at 2-m height over Mongolia during boreal winter using both coupled general circulation model and artificial neural network 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2018, 38 (14) : 5418-5429
作者:  Bayasgalan, Gerelchuluun;  Ahn, Joong-Bae
收藏  |  浏览/下载:16/0  |  提交时间:2019/04/09
artificial neural network  coupled general circulation model  Mongolian temperature  seasonal prediction  
Toward Data-Driven Weather and Climate Forecasting: Approximating a Simple General Circulation Model With Deep Learning 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2018, 45 (22) : 12616-12622
作者:  Scher, S.
收藏  |  浏览/下载:1/0  |  提交时间:2019/04/09
machine learning  weather prediction  neural networks  deep learning  climate models  
On the classification of different flavours of Indian Ocean Dipole events 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2018, 38 (13) : 4924-4937
作者:  Verdon-Kidd, Danielle C.
收藏  |  浏览/下载:5/0  |  提交时间:2019/04/09
climate variability  DMI  ENSO  Indian Ocean Dipole  IOD  tropical Indian Ocean  
Comparison of different wind data interpolation methods for a region with complex terrain in Central Asia 期刊论文
CLIMATE DYNAMICS, 2018, 51: 3635-3652
作者:  Reinhardt, Katja;  Samimi, Cyrus
收藏  |  浏览/下载:5/0  |  提交时间:2019/04/09
Spatial interpolation  Wind  Central Asia  Complex topography  
Machine learning methods for crop yield prediction and climate change impact assessment in agriculture 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2018, 13 (11)
作者:  Crane-Droesch, Andrew
收藏  |  浏览/下载:3/0  |  提交时间:2019/04/09
agriculture  machine learning  climate change impacts  
An Artificial Neural Network for Inferring Solar Wind Proxies at Mars 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2018, 45 (20) : 10855-10865
作者:  Ruhunusiri, Suranga;  Halekas, J. S.;  Espley, J. R.;  Eparvier, F.;  Brain, D.;  Mazelle, C.;  Harada, Y.;  DiBraccio, G. A.;  Dong, Y.;  Ma, Y.;  Thiemann, E. M. B.;  Mitchell, D. L.;  Jakosky, B. M.
收藏  |  浏览/下载:9/0  |  提交时间:2019/04/09
Glia as architects of central nervous system formation and function 期刊论文
SCIENCE, 2018, 362 (6411) : 181-+
作者:  Allen, Nicola J.;  Lyons, David A.
收藏  |  浏览/下载:4/0  |  提交时间:2019/11/27
Dimerization quality control ensures neuronal development and survival 期刊论文
SCIENCE, 2018, 362 (6411) : 198-+
作者:  Mena, Elijah L.;  Kjolby, Rachel A. S.;  Saxton, Robert A.;  Werner, Achim;  Lew, Brandon G.;  Boyle, John M.;  Harland, Richard;  Rape, Michael
收藏  |  浏览/下载:5/0  |  提交时间:2019/11/27