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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
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  
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
Validating the Integrated Multisatellite Retrievals for Global Precipitation Measurement in Terms of Diurnal Variability With Hourly Gauge Observations Collected at 50,000 Stations in China 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2018, 123 (18) : 10423-10442
作者:  Li, Runze;  Wang, Kaicun;  Qi, Dan
收藏  |  浏览/下载：1/0  |  提交时间：2019/04/09
precipitation  diurnal cycle  
Investigating Satellite Precipitation Uncertainty Over Complex Terrain 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2018, 123 (10) : 5346-5359
作者:  Bartsotas, N. S.;  Anagnostou, E. N.;  Nikolopoulos, E. I.;  Kallos, G.
收藏  |  浏览/下载：3/0  |  提交时间：2019/04/09
precipitation  uncertainty  satellite  NWP  complex terrain  heavy precipitation events  
Performance of Optimally Merged Multisatellite Precipitation Products Using the Dynamic Bayesian Model Averaging Scheme Over the Tibetan Plateau 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2018, 123 (2) : 814-834
作者:  Ma, Yingzhao;  Hong, Yang;  Chen, Yang;  Yang, Yuan;  Tang, Guoqiang;  Yao, Yunjun;  Long, Di;  Li, Changmin;  Han, Zhongying;  Liu, Ronghua
收藏  |  浏览/下载：10/0  |  提交时间：2019/04/09
dynamic Bayesian model averaging  satellite precipitation  Tibetan Plateau  data merging  
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
Merging high-resolution satellite-based precipitation fields and point-scale rain gauge measurements-A case study in Chile 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2017, 122 (10)
作者:  Yang, Zhongwen;  Hsu, Kuolin;  Sorooshian, Soroosh;  Xu, Xinyi;  Braithwaite, Dan;  Zhang, Yuan;  Verbist, Koen M. J.
收藏  |  浏览/下载：19/0  |  提交时间：2019/04/09
Bias adjustment of infrared-based rainfall estimation using Passive Microwave satellite rainfall data 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2017, 122 (7)
作者:  Karbalaee, Negar;  Hsu, Kuolin;  Sorooshian, Soroosh;  Braithwaite, Dan
收藏  |  浏览/下载：6/0  |  提交时间：2019/04/09
precipitation  remote sensing  PERSIANN-CCS  PMW  bias adjustment  PMM  
Inversion of AMSR-E observations for land surface temperature estimation: 1. Methodology and evaluation with station temperature 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2017, 122 (6)
作者:  Jimenez, C.;  Prigent, C.;  Ermida, S. L.;  Moncet, J. -L.
收藏  |  浏览/下载：3/0  |  提交时间：2019/04/09
land surface temperature  microwaves