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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：28/0  |  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
Induced soil degradation risks and plant responses by salinity and sodicity in intensive irrigated agro-ecosystems of seasonally-frozen arid regions 期刊论文
JOURNAL OF HYDROLOGY, 2021, 卷号: 603
作者:  Yin, Xinwei;  Feng, Qi;  Li, Yan;  Liu, Wei;  Zhu, Meng;  Xu, Guiqing;  Zheng, Xinjun;  Sindikubwabo, Celestin
收藏  |  浏览/下载：21/0  |  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：20/0  |  提交时间：2021/12/07
Retrieving the Lake Trophic Level Index with Landsat-8 Image by Atmospheric Parameter and RBF: A Case Study of Lakes in Wuhan, China 期刊论文
REMOTE SENSING, 2019, 卷号: 11, 期号: 4
作者:  Zhou, Yadong;  He, Baoyin;  Xiao, Fei;  Feng, Qi;  Kou, Jiefeng;  Liu, Hui
收藏  |  浏览/下载：23/0  |  提交时间：2019/11/08
RBF neural network  atmospheric water vapor  Landsat-8  TLI  lakes in Wuhan  
Comparative Study of Hybrid-Wavelet Artificial Intelligence Models for Monthly Groundwater Depth Forecasting in Extreme Arid Regions, Northwest China 期刊论文
WATER RESOURCES MANAGEMENT, 2018, 卷号: 32, 期号: 1
作者:  Yu, Haijiao;  Wen, Xiaohu;  Feng, Qi;  Deo, Ravinesh C.;  Si, Jianhua;  Wu, Min
收藏  |  浏览/下载：35/0  |  提交时间：2019/11/08
Discrete wavelet transform  Artificial neural network  Support vector regression  Groundwater level fluctuations  Extreme arid regions  
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：52/0  |  提交时间：2019/11/08
climatic variables  genetic algorithm  reference evapotranspiration modeling  semi-arid mountain areas  support vector machine  
Wavelet analysis-artificial neural network conjunction models for multi-scale monthly groundwater level predicting in an Arid Inland River Basin, northwestern China 期刊论文
Hydrology Research, 2017, 卷号: v 48, 期号: n 6, 页码: p 1710-1729
作者:  Wen, Xiaohu;  Feng, Qi;  Deo, Ravinesh C.;  Wu, Min;  Si, Jianhua
收藏  |  浏览/下载：1/0  |  提交时间：2021/12/07
Wavelet analysis-artificial neural network conjunction models for multi-scale monthly groundwater level predicting in an arid inland river basin, northwestern China 期刊论文
HYDROLOGY RESEARCH, 2017, 卷号: 48, 期号: 6
作者:  Wen, Xiaohu;  Feng, Qi;  Deo, Ravinesh C.;  Wu, Min;  Si, Jianhua
收藏  |  浏览/下载：26/0  |  提交时间：2019/11/08
arid environment  artificial neural network  discrete wavelet transforms  forecasting  groundwater level