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Estimating Ground-Level PM2.5 by Fusing Satellite and Station Observations: A Geo-Intelligent Deep Learning Approach 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2017, 44 (23)
作者:  Li, Tongwen;  Shen, Huanfeng;  Yuan, Qiangqiang;  Zhang, Xuechen;  Zhang, Liangpei
收藏  |  浏览/下载：10/0  |  提交时间：2019/04/09
A future land use simulation model (FLUS) for simulating multiple land use scenarios by coupling human and natural effects 期刊论文
LANDSCAPE AND URBAN PLANNING, 2017, 168
作者:  Liu, Xiaoping;  Liang, Xun;  Li, Xia;  Xu, Xiaocong;  Ou, Jinpei;  Chen, Yimin;  Li, Shaoying;  Wang, Shaojian;  Pei, Fengsong
收藏  |  浏览/下载：8/0  |  提交时间：2019/04/09
Land use and land cover change  Land use simulation  System dynamics  Cellular automata  FLUS  Human and natural effects  
Prolongation of SMAP to Spatiotemporally Seamless Coverage of Continental US Using a Deep Learning Neural Network 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2017, 44 (21)
作者:  Fang, Kuai;  Shen, Chaopeng;  Kifer, Daniel;  Yang, Xiao
收藏  |  浏览/下载：6/0  |  提交时间：2019/04/09
SMAP  deep learning  LSTM  soil moisture  hindcasting  remote sensing  
Identifying Meteorological Controls on Open and Closed Mesoscale Cellular Convection Associated with Marine Cold Air Outbreaks 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2017, 122 (21)
作者:  McCoy, Isabel L.;  Wood, Robert;  Fletcher, Jennifer K.
收藏  |  浏览/下载：6/0  |  提交时间：2019/04/09
marine low clouds  mesoscale cellular convection  boundary layer clouds  marine cold air outbreak  radiation  climate  
Input selection and performance optimization of ANN-based streamflow forecasts in the drought-prone Murray Darling Basin region using IIS and MODWT algorithm 期刊论文
ATMOSPHERIC RESEARCH, 2017, 197
作者:  Prasad, Ramendra;  Deo, Ravinesh C.;  Li, Yan;  Maraseni, Tek
收藏  |  浏览/下载：7/0  |  提交时间：2019/04/09
Wavelet-hybrid model  Streamflow forecasting  Drought in Murray-Darling Basin  Iterative input selection algorithm, MODWT  
Felled trap trees as the traditional method for bark beetle control: Can the trapping performance be increased? 期刊论文
FOREST ECOLOGY AND MANAGEMENT, 2017, 404
作者:  Holusa, Jaroslav;  Hlasny, Tomas;  Modlinger, Roman;  Lukasova, Karolina;  Kula, Emanuel
收藏  |  浏览/下载：5/0  |  提交时间：2019/04/09
Trap tree  Picea abies  Bark beetles  Regression models  Central Europe  
Populus tremuloides seedling establishment: An underexplored vector for forest type conversion after multiple disturbances 期刊论文
FOREST ECOLOGY AND MANAGEMENT, 2017, 404
作者:  Gill, Nathan S.;  Sangermano, Florencia;  Buma, Brian;  Kulakowski, Dominik
收藏  |  浏览/下载：4/0  |  提交时间：2019/04/09
Adaptive resilience  Aspen sexual reproduction  Compounded disturbance  Post-fire regeneration  Seral versus stable aspen communities  Species distribution model  
Hydropower Optimization Using Artificial Neural Network Surrogate Models of a High-Fidelity Hydrodynamics and Water Quality Model 期刊论文
WATER RESOURCES RESEARCH, 2017, 53 (11)
作者:  Shaw, Amelia R.;  Sawyer, Heather Smith;  LeBoeuf, Eugene J.;  McDonald, Mark P.;  Hadjerioua, Boualem
收藏  |  浏览/下载：3/0  |  提交时间：2019/04/09
genetic algorithms  artificial neural networks  CE-QUAL-W2  hydropower optimization  water quality  adaptive optimization  
Big data and the industrialization of neuroscience: A safe roadmap for understanding the brain? 期刊论文
SCIENCE, 2017, 358 (6362) : 470-477
作者:  Fregnac, Yves
收藏  |  浏览/下载：0/0  |  提交时间：2019/11/27
Systematical Evaluation of Satellite Precipitation Estimates Over Central Asia Using an Improved Error-Component Procedure 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2017, 122 (20)
作者:  Guo, Hao;  Bao, Anming;  Ndayisaba, Felix;  Liu, Tie;  Kurban, Alishir;  De Maeyer, Philippe
收藏  |  浏览/下载：8/0  |  提交时间：2019/04/09