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Deep Learning Forecasts of Soil Moisture: Convolutional Neural Network and Gated Recurrent Unit Models Coupled with Satellite-Derived MODIS, Observations and Synoptic-Scale Climate Index Data 期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 4
作者:  Ahmed, A. A. Masrur;  Deo, Ravinesh C.;  Raj, Nawin;  Ghahramani, Afshin;  Feng, Qi;  Yin, Zhenliang;  Yang, Linshan
收藏  |  浏览/下载：27/0  |  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：23/0  |  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: 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：36/0  |  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：30/0  |  提交时间：2021/12/07
Design and implementation of a hybrid MLP-GSA model with multi-layer perceptron-gravitational search algorithm for monthly lake water level forecasting 期刊论文
STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT, 2019, 卷号: 33, 期号: 1, 页码: 125-147
作者:  Ghorbani, Mohammad Ali;  Deo, Ravinesh C.;  Karimi, Vahid;  Kashani, Mahsa H.;  Ghorbani, Shahryar
收藏  |  浏览/下载：31/0  |  提交时间：2019/11/07
Situations, challenges and strategies of urban water management in Beijing under rapid urbanization effect 期刊论文
WATER SCIENCE AND TECHNOLOGY-WATER SUPPLY, 2019, 卷号: 19, 期号: 1
作者:  Liu, Wen;  Chen, Weiping;  Feng, Qi;  Deo, Ravinesh C.
收藏  |  浏览/下载：58/0  |  提交时间：2019/11/08
urban flooding  urbanization  urban water management  water pollution  water scarcity  
Situations, challenges and strategies of urban water management in Beijing under rapid urbanization effect 期刊论文
WATER SUPPLY, 2019, 卷号: 19, 期号: 1
作者:  Liu, Wen;  Chen, Weiping;  Feng, Qi;  Deo, Ravinesh C.
收藏  |  浏览/下载：0/0  |  提交时间：2021/12/07
Partitioning groundwater recharge sources in multiple aquifers system within a desert oasis environment: Implications for water resources management in endorheic basins 期刊论文
Journal of Hydrology, 2019, 卷号: v 579
作者:  Guo, Xiaoyan;  Feng, Qi;  Si, Jianhua;  Xi, Haiyang;  Zhao, Yan;  Deo, Ravinesh C.
收藏  |  浏览/下载：24/0  |  提交时间：2021/12/07
Partitioning groundwater recharge sources in multiple aquifers system within a desert oasis environment: Implications for water resources management in endorheic basins 期刊论文
JOURNAL OF HYDROLOGY, 2019, 卷号: 579
作者:  Guo, Xiaoyan;  Feng, Qi;  Si, Jianhua;  Xi, Haiyang;  Zhao, Yan;  Deo, Ravinesh C.
收藏  |  浏览/下载：8/0  |  提交时间：2021/12/07
Controlling factors of plant community composition with respect to the slope aspect gradient in the Qilian Mountains 期刊论文
ECOSPHERE, 2019, 卷号: 10, 期号: 9
作者:  Qin, Yanyan;  Adamowski, Jan F.;  Deo, Ravinesh C.;  Hu, Zeyong;  Cao, Jianjun;  Zhu, Meng;  Feng, Qi
收藏  |  浏览/下载：42/0  |  提交时间：2019/11/08
abiotic factor  mountainous environment  plant species composition  sustainable resources use  topographic factor