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An improved forecast of precipitation type using correlation-based feature selection and multinomial logistic regression 期刊论文
ATMOSPHERIC RESEARCH, 2020, 240
作者:  Moon, Seung-Hyun;  Kim, Yong-Hyuk
收藏  |  浏览/下载:10/0  |  提交时间:2020/08/18
Precipitation type  Precipitation phase  Multinomial logistic regression  Correlation-based feature selection  
Deciphering the extreme rainfall scenario over Indian landmass using satellite observations, reanalysis and model forecast: Case studies 期刊论文
ATMOSPHERIC RESEARCH, 2020, 240
作者:  Saha, Upal;  Singh, Tarkeshwar;  Sharma, Priti;  Das Gupta, M.;  Prasad, V. S.
收藏  |  浏览/下载:17/0  |  提交时间:2020/08/18
Extreme rainfall  Monsoon  Instability  Global forecast system  Unified Model  
Statistical characterization of vertical meteorological profiles obtained with the WRF-ARW model on the central Andes of Peru and its relationship with the occurrence of precipitation on the region 期刊论文
ATMOSPHERIC RESEARCH, 2020, 239
作者:  Moya-Alvarez, Aldo S.;  Martinez-Castro, Daniel;  Kumar, Shailendra;  Flores Rojas, Jose L.;  Estevan, Rene;  Saavedra-Huanca, Miguel;  Silva, Yamina
收藏  |  浏览/下载:10/0  |  提交时间:2020/08/18
Central Andes  WRF model  Thermodynamics indices  Mantaro basin  Rainfall  Verification  
Impact of land surface physics on the simulation of boundary layer characteristics at a tropical coastal station 期刊论文
ATMOSPHERIC RESEARCH, 2020, 238
作者:  Rajeswari, J. R.;  Srinivas, C., V;  Rao, T. Narayana;  Venkatraman, B.
收藏  |  浏览/下载:9/0  |  提交时间:2020/08/18
Land surface model  WRF-ARW  Fluxes  PBL height  
Impact of 1-and 2-moment cloud microphysics and horizontal resolution on lightning Potential Index within COSMO NWP model 期刊论文
ATMOSPHERIC RESEARCH, 2020, 237
作者:  Sokol, Zbynek;  Minarova, Jana
收藏  |  浏览/下载:5/0  |  提交时间:2020/07/02
Analysis of sounding derived parameters and application to severe weather events in the Canary Islands 期刊论文
ATMOSPHERIC RESEARCH, 2020, 237
作者:  Suarez Molina, David;  Fernandez-Gonzalez, Sergio;  Suarez Gonzalez, Juan Carlos;  Oliver, Albert
收藏  |  浏览/下载:12/0  |  提交时间:2020/07/02
Soundings  Deep convection  Subtropical atmosphere  Severe weather events  
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:11/0  |  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  
Ordinal regression algorithms for the analysis of convective situations over Madrid-Barajas airport 期刊论文
ATMOSPHERIC RESEARCH, 2020, 236
作者:  Guijo-Rubio, D.;  Casanova-Mateo, C.;  Sanz-Justo, J.;  Gutierrez, P. A.;  Cornejo-Bueno, S.;  Hervas, C.;  Salcedo-Sanz, S.
收藏  |  浏览/下载:7/0  |  提交时间:2020/07/02
Convective clouds  Convective analysis  Airports  Machine learning techniques  Ordinal regression  
Verification of high resolution (12 km) Global Ensemble Prediction System 期刊论文
ATMOSPHERIC RESEARCH, 2020, 236
作者:  Mamgain, Ashu;  Sarkar, Abhijit;  Rajagopal, E. N.
收藏  |  浏览/下载:8/0  |  提交时间:2020/07/02
Ensemble Prediction System  Ensemble member  Probabilistic forecasts  Ensemble-spread  Brier score  Reliability diagram  
Characteristics of upper-tropospheric outflow-layer clouds of Typhoon Francisco (2013) observed by hydrometeor videosonde 期刊论文
ATMOSPHERIC RESEARCH, 2020, 235
作者:  Ohigashi, Tadayasu;  Tsuboki, Kazuhisa;  Suzuki, Yuto;  Yamada, Hiroyuki;  Nakagawa, Katsuhiro
收藏  |  浏览/下载:5/0  |  提交时间:2020/07/02
Tropical cyclone  Cloud  Ice crystal  Upper-tropospheric outflow layer  Videosonde