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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
Mapping seasonal and annual extreme precipitation over the Peruvian Andes 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2018, 38 (15) : 5459-5475
作者:  Dominguez-Castro, Fernando;  Vicente-Serrano, Sergio M.;  Lopez-Moreno, Juan I.;  Correa, Kris;  Avalos, Grinia;  Azorin-Molina, Cesar;  El Kenawy, Ahmed;  Tomas-Burguera, Miquel;  Navarro-Serrano, Francisco;  Pena-Gallardo, Marina;  Gimeno, Luis;  Nieto, Raquel
收藏  |  浏览/下载:10/0  |  提交时间:2019/04/09
dry spell  extreme precipitation  generalized Pareto distribution  Peru  probability  universal kriging  
Predictability of summer extreme precipitation days over eastern China 期刊论文
CLIMATE DYNAMICS, 2018, 51: 4543-4554
作者:  Li, Juan;  Wang, Bin
收藏  |  浏览/下载:7/0  |  提交时间:2019/04/09
Extreme precipitation  Eastern China  Physics-based empirical model  Seasonal predictability  Seasonal prediction  East Asian summer monsoon  
High-Resolution Simulation Study Exploring the Potential of Radars, Crowdsourced Personal Weather Stations, and Commercial Microwave Links to Monitor Small-Scale Urban Rainfall 期刊论文
WATER RESOURCES RESEARCH, 2018, 54 (12) : 10293-10312
作者:  de Vos, L. W.;  Raupach, T. H.;  Leijnse, H.;  Overeem, A.;  Berne, A.;  Uijlenhoet, R.
收藏  |  浏览/下载:6/0  |  提交时间:2019/04/09
urban rainfall  personal weather station  simulation  microwave link  small-scale  opportunistic sensing  
Comparing TanDEM-X Data With Frequently Used DEMs for Flood Inundation Modeling 期刊论文
WATER RESOURCES RESEARCH, 2018, 54 (12) : 10205-10222
作者:  Archer, L.;  Neal, J. C.;  Bates, P. D.;  House, J. I.
收藏  |  浏览/下载:8/0  |  提交时间:2019/04/09
TanDEM-X  Digital Elevation Models  flood models  Small Island Developing States  Synthetic Aperture Radar  vegetation  
Flood event attribution and damage estimation using national-scale grid-based modelling: Winter 2013/2014 in Great Britain 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2018, 38 (14) : 5205-5219
作者:  Kay, Alison L.;  Booth, Naomi;  Lamb, Rob;  Raven, Emma;  Schaller, Nathalie;  Sparrow, Sarah
收藏  |  浏览/下载:6/0  |  提交时间:2019/04/09
climate change  flooding  inundation  property damage  
An examination of microwave rainfall retrieval biases and their characteristics over the Amazon 期刊论文
ATMOSPHERIC RESEARCH, 2018, 213: 323-330
作者:  Costa, Izabelly C.;  Machado, Luiz A. T.;  Kummerow, Christian
收藏  |  浏览/下载:5/0  |  提交时间:2019/04/09
Satellite rainfall estimation  Passive microwave rainfall estimation  Satellite rainfall estimation errors  
Drought severity based on the SPI index and its relation to the ENSO and PDO climatic variability modes in the regions North and Northwest of the State of Rio de Janeiro - Brazil 期刊论文
ATMOSPHERIC RESEARCH, 2018, 212: 91-105
作者:  de Oliveira-Junior, Jose Francisco;  de Gois, Givanildo;  de Bodas Terassi, Paulo Miguel;  da Silva Junior, Carlos Antonio;  Cavalcante Blanco, Claudio Jose;  Sobral, Bruno Serafini;  Cruz Gasparini, Kaio Allan
收藏  |  浏览/下载:5/0  |  提交时间:2019/04/09
Drought monitoring  Statistical indexes  Precipitation  Climatic extremes  Interannual variability  Oceanic Nino index  
Improvement of rainfall estimation from MSG data using Random Forests classification and regression 期刊论文
ATMOSPHERIC RESEARCH, 2018, 211: 62-72
作者:  Ouallouche, Fethi;  Lazri, Mourad;  Ameur, Soltane
收藏  |  浏览/下载:3/0  |  提交时间:2019/04/09
Rainfall estimation  Learning machine  Random Forest (RF)  Meteosat Second Generation (MSG)  
Estimation of wind speed using regional frequency analysis based on linear-moments 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2018, 38 (12) : 4431-4444
作者:  Fawad, Muhammad;  Ahmad, Ishfaq;  Nadeem, Falaq Ali;  Yan, Ting;  Abbas, Aamar
收藏  |  浏览/下载:12/0  |  提交时间:2019/04/09
linear-moments  Monte Carlo simulation  quantile estimates  wind speed