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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：11/0  |  提交时间：2020/07/02
Extreme rainfall  Climate forecasting  Physical-empirical model  Machine learning algorithm  Recursive feature elimination  
Selection of GCMs for the projection of spatial distribution of heat waves in Pakistan 期刊论文
ATMOSPHERIC RESEARCH, 2020, 233
作者:  Khan, Najeebullah;  Shahid, Shamsuddin;  Ahmed, Kamal;  Wang, Xiaojun;  Ali, Rawshan;  Ismail, Tarmizi;  Nawaz, Nadeem
收藏  |  浏览/下载：10/0  |  提交时间：2020/07/02
General circulation model  Climate change projections  Heat waves  Gridded climate data  Pakistan  
Application of machine learning to large hail prediction - The importance of radar reflectivity, lightning occurrence and convective parameters derived from ERA5 期刊论文
ATMOSPHERIC RESEARCH, 2019, 227: 249-262
作者:  Czernecki, Bartosz;  Taszarek, Mateusz;  Marosz, Michal;  Polrolniczak, Marek;  Kolendowicz, Leszek;  Wyszogrodzki, Andrzej;  Szturc, Jan
收藏  |  浏览/下载：8/0  |  提交时间：2019/11/27
Large hail  Forecasting  Thunderstorm  Machine learning  ERAS  EUCLID  ESWD  
Evaluating the accuracy of MSWEP V2.1 and its performance for drought monitoring over mainland China 期刊论文
ATMOSPHERIC RESEARCH, 2019, 226: 17-31
作者:  Xu, Zhengguang;  Wu, Zhiyong;  He, Hai;  Wu, Xiaotao;  Zhou, Jianhong;  Zhang, Yuliang;  Guo, Xiao
收藏  |  浏览/下载：17/0  |  提交时间：2019/11/27
Multi-Source Weighted-Ensemble Precipitation  Drought monitoring  Standardized Precipitation Index  Mainland China  
Skill of CMIP5 climate models to reproduce the stability indices in identifying thunderstorms over the Gangetic West Bengal 期刊论文
ATMOSPHERIC RESEARCH, 2019, 225: 172-180
作者:  Meher, Jitendra Kumar;  Das, Lalu
收藏  |  浏览/下载：8/0  |  提交时间：2019/11/27
Gangetic West Bengal  Global Climate Models  Reanalysis  Stability indices  Thunderstorm  
Future projections of extreme temperature events in different sub-regions of China 期刊论文
ATMOSPHERIC RESEARCH, 2019, 217: 150-164
作者:  Li, Linchao;  Yao, Ning;  Li, Yi;  Liu, De Li;  Wang, Bin;  Ayantobo, Olusola O.
收藏  |  浏览/下载：8/0  |  提交时间：2019/04/09
Extreme temperature index  Statistical downscaling  GCM  Mann-Kendall test  Wavelet analysis  Representative concentration pathways  
Evaluation of 3B42V7 and IMERG daily-precipitation products for a very high-precipitation region in northwestern South America 期刊论文
ATMOSPHERIC RESEARCH, 2019, 217: 37-48
作者:  Palomino-Angel, Sebastian;  Anaya-Acevedo, Jesus A.;  Botero, Blanca A.
收藏  |  浏览/下载：7/0  |  提交时间：2019/04/09
TRMM  3B42  IMERG  Precipitation estimation  Biogeographic Choco  Accuracy assessment  
Temporal and spatial evaluation of satellite rainfall estimates over different regions in Latin-America 期刊论文
ATMOSPHERIC RESEARCH, 2018, 213: 34-50
作者:  Manuel Baez-Villanueva, Oscar;  Zambrano-Bigiarini, Mauricio;  Ribbe, Lars;  Nauditt, Alexandra;  Diego Giraldo-Osorio, Juan;  Nguyen Xuan Thinh
收藏  |  浏览/下载：4/0  |  提交时间：2019/04/09
CHIRPSv2  MSWEPv2  Precipitation  Satellite  Upscaling influence  Validation of SREs  
Input selection and data-driven model performance optimization to predict the Standardized Precipitation and Evaporation Index in a drought-prone region 期刊论文
ATMOSPHERIC RESEARCH, 2018, 212: 130-149
作者:  Mouatadid, Soukayna;  Raj, Nawin;  Deo, Ravinesh C.;  Adarnowski, Jan F.
收藏  |  浏览/下载：6/0  |  提交时间：2019/04/09
Machine learning  Drought prediction  Australia  Standardized Precipitation and Evapotranspiration Index (SPEI)  Hydrological drought  Water management  
Spatial verification approaches as a tool to evaluate the performance of high resolution precipitation forecasts 期刊论文
ATMOSPHERIC RESEARCH, 2018, 208: 78-87
作者:  Gofa, F.;  Boucouvala, D.;  Louka, P.;  Flocas, H. A.
收藏  |  浏览/下载：8/0  |  提交时间：2019/04/09
Verification, spatial methods  NWP model evaluation  H-SAF precipitation estimation  COSMO-GR model  Mediterranean convective event