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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  
Multi-stage hybridized online sequential extreme learning machine integrated with Markov Chain Monte Carlo copula-Bat algorithm for rainfall forecasting 期刊论文
ATMOSPHERIC RESEARCH, 2018, 213: 450-464
作者:  Ali, Mumtaz;  Deo, Ravinesh C.;  Downs, Nathan J.;  Maraseni, Tek
收藏  |  浏览/下载:7/0  |  提交时间:2019/04/09
Rainfall forecasting  Markov chain Monte Carlo simulation  Copulas  Bat algorithm  OS-ELM  ELM  And RF  
Model output statistics downscaling using support vector machine for the projection of spatial and temporal changes in rainfall of Bangladesh 期刊论文
ATMOSPHERIC RESEARCH, 2018, 213: 149-162
作者:  Pour, Sahar Hadi;  Shahid, Shamsuddin;  Chung, Eun-Sung;  Wang, Xiao-Jun
收藏  |  浏览/下载:7/0  |  提交时间:2019/04/09
Statistical downscaling  Model output statistics  Climate change projection  Representative concentration pathways  Support vector machine  
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  
Southern Gulf of Mexico Wilcox source to sink: Investigating and predicting Paleogene Wilcox reservoirs in eastern Mexico deep-water areas 期刊论文
AAPG BULLETIN, 2018, 102 (10) : 2045-2074
作者:  Snedden, John W.;  Tinker, Luciana D.;  Virdell, Jon
收藏  |  浏览/下载:4/0  |  提交时间:2019/04/09
Ocean currents and herbivory drive macroalgae-to-coral community shift under climate warming 期刊论文
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2018, 115 (36) : 8990-8995
作者:  Kumagai, Naoki H.;  Molinos, Jorge Garcia;  Yamano, Hiroya;  Takao, Shintaro;  Fujii, Masahiko;  Yamanaka, Yasuhiro
收藏  |  浏览/下载:6/0  |  提交时间:2019/11/27
climate velocity  coastal tropicalization  community phase shifts  global change  range shifts  
A model intercomparison of CCN-limited tenuous clouds in the high Arctic 期刊论文
ATMOSPHERIC CHEMISTRY AND PHYSICS, 2018, 18 (15) : 11041-11071
作者:  Stevens, Robin G.;  Loewe, Katharina;  Dearden, Christopher;  Dimitrelos, Antonios;  Possner, Anna;  Eirund, Gesa K.;  Raatikainen, Tomi;  Hill, Adrian A.;  Shipway, Benjamin J.;  Wilkinson, Jonathan;  Romakkaniemi, Sami;  Tonttila, Juha;  Laaksonen, Ari;  Korhonen, Hannele;  Connolly, Paul;  Lohmann, Ulrike;  Hoose, Corinna;  Ekman, Annica M. L.;  Carslaw, Ken S.;  Field, Paul R.
收藏  |  浏览/下载:13/0  |  提交时间:2019/04/09
Study of very long-period extreme precipitation records in Thessaloniki, Greece 期刊论文
ATMOSPHERIC RESEARCH, 2018, 208: 106-115
作者:  Pakalidou, Nikoletta;  Karacosta, Petroula
收藏  |  浏览/下载:8/0  |  提交时间:2019/04/09
Extreme precipitation  Statistical analysis  Taylor diagrams  Mann-Kendall test  Extreme value statistics  Extreme probability distributions  Thessaloniki (Greece)  
Highland cropland expansion and forest loss in Southeast Asia in the twenty-first century 期刊论文
NATURE GEOSCIENCE, 2018, 11 (8) : 556-+
作者:  Zeng, Zhenzhong;  Estes, Lyndon;  Ziegler, Alan D.;  Chen, Anping;  Searchinger, Timothy;  Hua, Fangyuan;  Guan, Kaiyu;  Jintrawet, Attachai;  Wood, Eric F.
收藏  |  浏览/下载:9/0  |  提交时间:2019/04/09
Status and future of numerical atmospheric aerosol prediction with a focus on data requirements 期刊论文
ATMOSPHERIC CHEMISTRY AND PHYSICS, 2018, 18 (14) : 10615-10643
作者:  Benedetti, Angela;  Reid, Jeffrey S.;  Knippertz, Peter;  Marsham, John H.;  Di Giuseppe, Francesca;  Remy, Samuel;  Basart, Sara;  Boucher, Olivier;  Brooks, Ian M.;  Menut, Laurent;  Mona, Lucia;  Laj, Paolo;  Pappalardo, Gelsomina;  Wiedensohler, Alfred;  Baklanov, Alexander;  Brooks, Malcolm;  Colarco, Peter R.;  Cuevas, Emilio;  da Silva, Arlindo;  Escribano, Jeronimo;  Flemming, Johannes;  Huneeus, Nicolas;  Jorba, Oriol;  Kazadzis, Stelios;  Kinne, Stefan;  Popp, Thomas;  Quinn, Patricia K.;  Sekiyama, Thomas T.;  Tanaka, Taichu;  Terradellas, Enric
收藏  |  浏览/下载:6/0  |  提交时间:2019/04/09