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A Comparative Study of Four Merging Approaches for Regional Precipitation Estimation 期刊论文
IEEE ACCESS, 2021, 卷号: 9
作者:  Fan, Zedong;  Li, Weiyue;  Jiang, Qin;  Sun, Weiwei;  Wen, Jiahong;  Gao, Jun
收藏  |  浏览/下载：112/0  |  提交时间：2022/04/28
Deep learning hybrid model with Boruta-Random forest optimiser algorithm for streamflow forecasting with climate mode indices, rainfall, and periodicity 期刊论文
JOURNAL OF HYDROLOGY, 2021, 卷号: 599
作者:  Ahmed, A. A. Masrur;  Deo, Ravinesh C.;  Feng, Qi;  Ghahramani, Afshin;  Raj, Nawin;  Yin, Zhenliang;  Yang, Linshan
收藏  |  浏览/下载：38/0  |  提交时间：2021/12/07
A deep learning forecasting method for frost heave deformation of high-speed railway subgrade 期刊论文
COLD REGIONS SCIENCE AND TECHNOLOGY, 2021, 卷号: 185
作者:  Chen, Jing;  Li, Anyuan;  Bao, Chunyan;  Dai, Yanhua;  Liu, Minghao;  Lin, Zhanju;  Niu, Fujun;  Zhou, Tianxiang
收藏  |  浏览/下载：20/0  |  提交时间：2022/04/28
MEMORY NEURAL-NETWORK  DISPLACEMENT PREDICTION  GROUND TEMPERATURES  SOIL-MOISTURE  TERM  EMBANKMENT  
LSTM integrated with Boruta-random forest optimiser for soil moisture estimation under RCP4.5 and RCP8.5 global warming scenarios 期刊论文
STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT, 2021, 卷号: 35, 期号: 9
作者:  Ahmed, A. A. Masrur;  Deo, Ravinesh C.;  Ghahramani, Afshin;  Raj, Nawin;  Feng, Qi;  Yin, Zhenliang;  Yang, Linshan
收藏  |  浏览/下载：33/0  |  提交时间：2021/12/07
LSTM integrated with Boruta-random forest optimiser for soil moisture estimation under RCP4.5 and RCP8.5 global warming scenarios 期刊论文
Stochastic Environmental Research and Risk Assessment, 2021, 卷号: v 35, 期号: n 9, 页码: p 1851-1881
作者:  Ahmed, A. A. Masrur;  Deo, Ravinesh C.;  Ghahramani, Afshin;  Raj, Nawin;  Feng, Qi;  Yin, Zhenliang;  Yang, Linshan
收藏  |  浏览/下载：28/0  |  提交时间：2021/12/07