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PERSIANN-CDR based characterization and trend analysis of annual rainfall in Rio De Janeiro State, Brazil 期刊论文
ATMOSPHERIC RESEARCH, 2020, 238
作者:  Sobral, Bruno Serafini;  de Oliveira-Junior, Jose Francisco;  Alecrim, Fabiano;  Gois, Givanildo;  Muniz-Junior, Joao Gualberto;  de Bodas Terassi, Paulo Miguel;  Pereira-Junior, Edson Rodrigues;  Lyra, Gustavo Bastos;  Zeri, Marcelo
收藏  |  浏览/下载：8/0  |  提交时间：2020/08/18
Orbital products  Rainfall variability  Climate change  Trend  
Development of advanced artificial intelligence models for daily rainfall prediction 期刊论文
ATMOSPHERIC RESEARCH, 2020, 237
作者:  Binh Thai Pham;  Lu Minh Le;  Tien-Thinh Le;  Kien-Trinh Thi Bui;  Vuong Minh Le;  Hai-Bang Ly;  Prakash, Indra
收藏  |  浏览/下载：12/0  |  提交时间：2020/07/02
Rainfall  Artificial Neural Networks  Robustness analysis  Support Vector Machines  Adaptive Network based Fuzzy Inference System  Particle Swarm Optimization  
Evaluation and comparison of the precipitation detection ability of multiple satellite products in a typical agriculture area of China 期刊论文
ATMOSPHERIC RESEARCH, 2020, 236
作者:  Peng, Fanchen;  Zhao, Shuhe;  Chen, Cheng;  Cong, Dianmin;  Wang, Yamei;  Ouyang, Hongda
收藏  |  浏览/下载：8/0  |  提交时间：2020/07/02
IMERG VO6B  Multiple satellite precipitation  Evaluation  Precipitation detection capability  Huanghuaihai Plain  
Evaluating satellite-based and reanalysis precipitation datasets with gauge-observed data and hydrological modeling in the Xihe River Basin, China 期刊论文
ATMOSPHERIC RESEARCH, 2020, 234
作者:  Wang, Ning;  Liu, Wenbin;  Sun, Fubao;  Yao, Zhihong;  Wang, Hong;  Liu, Wanqing
收藏  |  浏览/下载：8/0  |  提交时间：2020/07/02
Satellite-based precipitation  Reanalysis-based precipitation  Error correction  Hydrological model  Xihe River Basin  
Physical-empirical models for prediction of seasonal rainfall extremes of Peninsular Malaysia 期刊论文
ATMOSPHERIC RESEARCH, 2020, 233
作者:  Pour, Sahar Hadi;  Abd Wahab, Ahmad Khairi;  Shahid, Shamsuddin
收藏  |  浏览/下载：12/0  |  提交时间：2020/07/02
Extreme rainfall  Climate forecasting  Physical-empirical model  Machine learning algorithm  Recursive feature elimination  
Rapid identification of rainstorm disaster risks based on an artificial intelligence technology using the 2DPCA method 期刊论文
ATMOSPHERIC RESEARCH, 2019, 227: 157-164
作者:  Liu, Yuan-yuan;  Li, Lei;  Zhang, Wen-hai;  Chan, Pak-wai;  Liu, Ye-sen
收藏  |  浏览/下载：8/0  |  提交时间：2019/11/27
Rainstorm  Risk identification  Artificial intelligence  Machine learning  2DPCA  
Improving ECMWF-based 6-hours maximum rain using instability indices and neural networks 期刊论文
ATMOSPHERIC RESEARCH, 2019, 217: 184-197
作者:  Manzato, Agostino;  Pucillo, Arturo;  Cicogna, Andrea
收藏  |  浏览/下载：4/0  |  提交时间：2019/04/09
6-Hour rain forecast  ECMWF downscaling  Neural networks  
Performance of satellite-based and GPCC 7.0 rainfall products in an extremely data-scarce country in the Nile Basin 期刊论文
ATMOSPHERIC RESEARCH, 2019, 215: 128-140
作者:  Basheer, Mohammed;  Elagib, Nadir Ahmed
收藏  |  浏览/下载：7/0  |  提交时间：2019/04/09
Point-to-pixel  Satellite-based rainfall  Data scarcity  Nile Basin: Africa  South Sudan  
Prediction of low-visibility events due to fog using ordinal classification 期刊论文
ATMOSPHERIC RESEARCH, 2018, 214: 64-73
作者:  Guijo-Rubio, D.;  Gutierrez, P. A.;  Casanova-Mateo, C.;  Sanz-Justo, J.;  Salcedo-Sanz, S.;  Hervas-Martinez, C.
收藏  |  浏览/下载：5/0  |  提交时间：2019/04/09
Airports  Fog events prediction  Time series  Forecasting  Ordinal classification  Time series preprocessing  
A tropical cyclone similarity search algorithm based on deep learning method 期刊论文
ATMOSPHERIC RESEARCH, 2018, 214: 386-398
作者:  Wang, Yu;  Han, Lei;  Lin, Yin-Jing;  Shen, Yue;  Zhang, Wei
收藏  |  浏览/下载：6/0  |  提交时间：2019/04/09
Tropical cyclone track forecasting  Deep learning  Weather circulation  Feature extraction