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An interplay of soil salinization and groundwater degradation threatening coexistence of oasis-desert ecosystems 期刊论文
Science of the Total Environment, 2022, 卷号: v 806
作者:  Yin, Xinwei;  Feng, Qi;  Li, Yan;  Deo, Ravinesh C.;  Liu, Wei;  Zhu, Meng;  Zheng, Xinjun;  Liu, Ran
收藏  |  浏览/下载：54/0  |  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：26/0  |  提交时间：2021/12/07
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: v 599
作者:  Masrur Ahmed, A.A.;  Deo, Ravinesh C.;  Feng, Qi;  Ghahramani, Afshin;  Raj, Nawin;  Yin, Zhenliang;  Yang, Linshan
收藏  |  浏览/下载：15/0  |  提交时间：2021/12/07
Hybrid deep learning method for a week-ahead evapotranspiration forecasting 期刊论文
Stochastic Environmental Research and Risk Assessment, 2021
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：21/0  |  提交时间：2021/12/07
Projected spatial patterns in precipitation and air temperature for China's northwest region derived from high-resolution regional climate models 期刊论文
International Journal of Climatology, 2020, 卷号: v 40, 期号: n 8, 页码: p 3922-3941
作者:  Yin, Zhenliang;  Feng, Qi;  Yang, Linshan;  Deo, Ravinesh C.;  Adamowski, Jan F.;  Wen, Xiaohu;  Jia, Bing;  Si, Jianhua
收藏  |  浏览/下载：26/0  |  提交时间：2021/12/07
Causality of climate, food production and conflict over the last two millennia in the Hexi Corridor, China 期刊论文
Science of the Total Environment, 2020, 卷号: v 713
作者:  Yang, Linshan;  Feng, Qi;  Adamowski, Jan F.;  Deo, Ravinesh C.;  Yin, Zhenliang;  Wen, Xiaohu;  Tang, Xia;  Wu, Min
收藏  |  浏览/下载：0/0  |  提交时间：2021/12/07
Random forest predictive model development w i t h uncertainty analysis capability for the estimation of evapotranspiration in an arid oasis region 期刊论文
Hydrology Research, 2020, 卷号: v 51, 期号: n 4, 页码: p 648-665
作者:  Wu, Min;  Feng, Qi;  Wen, Xiaohu;  Deo, Ravinesh C.;  Yin, Zhenliang;  Yang, Linshan;  Sheng, Danrui
收藏  |  浏览/下载：22/0  |  提交时间：2021/12/07
Two-phase extreme learning machines integrated with the complete ensemble empirical mode decomposition with adaptive noise algorithm for multi-scale runoff prediction problems 期刊论文
Journal of Hydrology, 2019, 卷号: v 570, 页码: p 167-184
作者:  Wen, Xiaohu;  Feng, Qi;  Deo, Ravinesh C.;  Wu, Min;  Yin, Zhenliang;  Yang, Linshan;  Singh, Vijay P
收藏  |  浏览/下载：1/0  |  提交时间：2021/12/07
Two-phase extreme learning machines integrated with the complete ensemble empirical mode decomposition with adaptive noise algorithm for multi-scale runoff prediction problems 期刊论文
JOURNAL OF HYDROLOGY, 2019, 卷号: 570
作者:  Wen, Xiaohu;  Feng, Qi;  Deo, Ravinesh C.;  Wu, Min;  Yin, Zhenliang;  Yang, Linshan;  Singh, Vijay P.
收藏  |  浏览/下载：35/0  |  提交时间：2019/11/08
Expert system  Runoff  Integrated model  Complete ensemble empirical mode decomposition adaptive noise (CEEMDAN)  Variational mode decomposition (VMD)  Extreme learning machine (ELM)  
Design and evaluation of SVR, MARS and M5Tree models for 1, 2 and 3-day lead time forecasting of river flow data in a semiarid mountainous catchment 期刊论文
Stochastic Environmental Research and Risk Assessment, 2018, 卷号: v 32, 期号: n 9, 页码: p 2457-2476
作者:  Yin, Zhenliang;  Feng, Qi;  Wen, Xiaohu;  Deo, Ravinesh C.;  Yang, Linshan;  Si, Jianhua;  He, Zhibin
收藏  |  浏览/下载：26/0  |  提交时间：2021/12/07