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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
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：32/0  |  提交时间：2021/12/07
Spatio-temporal variation of reference evapotranspiration in northwest China based on CORDEX-EA 期刊论文
ATMOSPHERIC RESEARCH, 2020, 卷号: 238
作者:  Yang, Linshan;  Feng, Qi;  Adamowski, Jan F.;  Yin, Zhenliang;  Wen, Xiaohu;  Wu, Min;  Jia, Bing;  Hao, Qiang
收藏  |  浏览/下载：23/0  |  提交时间：2021/12/07
Random forest predictive model development with uncertainty analysis capability for the estimation of evapotranspiration in an arid oasis region 期刊论文
HYDROLOGY RESEARCH, 2020, 卷号: 51, 期号: 4
作者:  Wu, Min;  Feng, Qi;  Wen, Xiaohu;  Deo, Ravinesh C.;  Yin, Zhenliang;  Yang, Linshan;  Sheng, Danrui
收藏  |  浏览/下载：23/0  |  提交时间：2021/12/07
The Performance of Airborne C-Band PolInSAR Data on Forest Growth Stage Types Classification 期刊论文
REMOTE SENSING, 2017, 卷号: 9, 期号: 9
作者:  Feng, Qi;  Zhou, Liangjiang;  Chen, Erxue;  Liang, Xingdong;  Zhao, Lei;  Zhou, Yu
收藏  |  浏览/下载：32/0  |  提交时间：2019/11/08
PolInSAR  forest types  polarimetric  texture  coherence  
Integrating genetic algorithm and support vector machine for modeling daily reference evapotranspiration in a semi-arid mountain area 期刊论文
Hydrology Research, 2017, 卷号: v 48, 期号: n 5, 页码: p 1177-1191
作者:  Yin, Zhenliang;  Wen, Xiaohu;  Feng, Qi;  He, Zhibin;  Zou, Songbing;  Yang, Linshan
收藏  |  浏览/下载：19/0  |  提交时间：2021/12/07
Future Projection with an Extreme-Learning Machine and Support Vector Regression of Reference Evapotranspiration in a Mountainous Inland Watershed in North-West China 期刊论文
WATER, 2017, 卷号: 9, 期号: 11
作者:  Yin, Zhenliang;  Feng, Qi;  Yang, Linshan;  Deo, Ravinesh C.;  Wen, Xiaohu;  Si, Jianhua;  Xiao, Shengchun
收藏  |  浏览/下载：47/0  |  提交时间：2019/11/08
reference evapotranspiration (ET0)  extreme-learning machine  support vector regression  ET0 projection  climate change  
Integrating genetic algorithm and support vector machine for modeling daily reference evapotranspiration in a semi-arid mountain area 期刊论文
HYDROLOGY RESEARCH, 2017, 卷号: 48, 期号: 5
作者:  Yin, Zhenliang;  Wen, Xiaohu;  Feng, Qi;  He, Zhibin;  Zou, Songbing;  Yang, Linshan
收藏  |  浏览/下载：56/0  |  提交时间：2019/11/08
climatic variables  genetic algorithm  reference evapotranspiration modeling  semi-arid mountain areas  support vector machine  
Future projection with an extreme-learning machine and support vector regression of reference evapotranspiration in a mountainous inland watershed in north-west China 期刊论文
Water (Switzerland), 2017, 卷号: v 9, 期号: n 11
作者:  Yin, Zhenliang;  Feng, Qi;  Yang, Linshan;  Deo, Ravinesh C.;  Wen, Xiaohu;  Si, Jianhua;  Xiao, Shengchun
收藏  |  浏览/下载：1/0  |  提交时间：2021/12/07
Wavelet Analysis-Support Vector Machine Coupled Models for Monthly Rainfall Forecasting in Arid Regions 期刊论文
WATER RESOURCES MANAGEMENT, 2015, 卷号: 29, 期号: 4
作者:  Feng, Qi;  Wen, Xiaohu;  Li, Jianguo
收藏  |  浏览/下载：22/0  |  提交时间：2019/11/08
Discrete wavelet transforms  Support vector machine  Rainfall  Arid regions  Forecasting