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Detection of Non-Gaussian Behavior Using Machine Learning Techniques: A Case Study on the Lorenz 63 Model 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2020, 125 (2)
作者:  Goodliff, Michael;  Fletcher, Steven;  Kliewer, Anton;  Forsythe, John;  Jones, Andrew
收藏  |  浏览/下载：8/0  |  提交时间：2020/07/02
Total Basin Discharge From GRACE and Water Balance Method for the Yarlung Tsangpo River Basin, Southwestern China 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2019, 124 (14) : 7617-7632
作者:  Xie, Jingkai;  Xu, Yue-Ping;  Gao, Chao;  Xuan, Weidong;  Bai, Zhixu
收藏  |  浏览/下载：5/0  |  提交时间：2019/11/27
total basin discharge  GRACE  water balance  Yarlung Tsangpo  artificial neural network  
Estimating Climate Feedbacks Using a Neural Network 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2019, 124 (6) : 3246-3258
作者:  Zhu, Tingting;  Huang, Yi;  Wei, Haikun
收藏  |  浏览/下载：1/0  |  提交时间：2019/11/26
climate feedback  neural network  nonlinearity  cloud feedback  
A Decadal Data Set of Global Atmospheric Dust Retrieved From IASI Satellite Measurements 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2019, 124 (3) : 1618-1647
作者:  Clarisse, L.;  Clerbaux, C.;  Franco, B.;  Hadji-Lazaro, J.;  Whitburn, S.;  Kopp, A. K.;  Hurtmans, D.;  Coheur, P. -F.
收藏  |  浏览/下载：4/0  |  提交时间：2019/04/09
Downscaling Satellite Precipitation Estimates With Multiple Linear Regression, Artificial Neural Networks, and Spline Interpolation Techniques 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2019, 124 (2) : 789-805
作者:  Sharifi, E.;  Saghafian, B.;  Steinacker, R.
收藏  |  浏览/下载：3/0  |  提交时间：2019/04/09
downscaling  IMERG-GPM  MODIS  artificial neural networks  multilinear regression  precipitation  
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
Evaluating Diffferent Machine Learning Methods for Upscaling Evapotranspiration from Flux Towers to the Regional Scale 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2018, 123 (16) : 8674-8690
作者:  Xu, Tongren;  Guo, Zhixia;  Liu, Shaomin;  He, Xinlei;  Meng, Yangfanyu;  Xu, Ziwei;  Xia, Youlong;  Xiao, Jingfeng;  Zhang, Yuan;  Ma, Yanfei;  Song, Lisheng
收藏  |  浏览/下载：8/0  |  提交时间：2019/04/09
Retrieval of Atmospheric Profiles in the New York State Mesonet Using One-Dimensional Variational Algorithm 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2018, 123 (14) : 7563-7575
作者:  Yang, Jun;  Min, Qilong
收藏  |  浏览/下载：6/0  |  提交时间：2019/04/09
Intercomparison of Six Upscaling Evapotranspiration Methods: From Site to the Satellite Pixel 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2018, 123 (13) : 6777-6803
作者:  Li, Xiang;  Liu, Shaomin;  Li, Huaixiang;  Ma, Yanfei;  Wang, Jianghao;  Zhang, Yuan;  Xu, Ziwei;  Xu, Tongren;  Song, Lisheng;  Yang, Xiaofan;  Lu, Zheng;  Wang, Zeyu;  Guo, Zhixia
收藏  |  浏览/下载：6/0  |  提交时间：2019/04/09
remotely sensed evapotranspiration  validation  ground truth  upscaling  pixel scale