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Deep Ensemble Machine Learning Framework for the Estimation of PM2.5 Concentrations 期刊论文
Environmental Health Perspectives, 2022
作者:  Wenhua Yu;  Shanshan Li;  Tingting Ye;  Rongbin Xu;  Jiangning Song;  Yuming Guo
收藏  |  浏览/下载：16/0  |  提交时间：2022/03/17
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  
Estimating Snow Mass in North America Through Assimilation of Advanced Microwave Scanning Radiometer Brightness Temperature Observations Using the Catchment Land Surface Model and Support Vector Machines 期刊论文
WATER RESOURCES RESEARCH, 2018, 54 (9) : 6488-6509
作者:  Xue, Yuan;  Forman, Barton A.;  Reichle, Rolf H.
收藏  |  浏览/下载：7/0  |  提交时间：2019/04/09
snow  data assimilation  passive microwave  machine learning  
Input selection and performance optimization of ANN-based streamflow forecasts in the drought-prone Murray Darling Basin region using IIS and MODWT algorithm 期刊论文
ATMOSPHERIC RESEARCH, 2017, 197
作者:  Prasad, Ramendra;  Deo, Ravinesh C.;  Li, Yan;  Maraseni, Tek
收藏  |  浏览/下载：7/0  |  提交时间：2019/04/09
Wavelet-hybrid model  Streamflow forecasting  Drought in Murray-Darling Basin  Iterative input selection algorithm, MODWT  
Drought forecasting in eastern Australia using multivariate adaptive regression spline, least square support vector machine and M5Tree model 期刊论文
ATMOSPHERIC RESEARCH, 2017, 184
作者:  Deo, Ravinesh C.;  Kisi, Ozgur;  Singh, Vijay P.
收藏  |  浏览/下载：4/0  |  提交时间：2019/04/09
Standardized precipitation index  Drought forecasting  Multivariate adaptive regression spline  Least square support vector machine  M5Tree model