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A deep learning-based hybrid approach for multi-time-ahead streamflow prediction in an arid region of Northwest China 期刊论文
发表期刊: HYDROLOGY RESEARCH. 出版年: 2024, 卷号: 55, 期号: 2, 页码: 180-204
作者:  Fang, J. J.;  Yang, Linshan;  Wen, Xiaohu;  Li, Weide;  Yu, Haijiao;  Zhou, Ting
收藏  |  浏览/下载：22/0  |  提交时间：2024/10/04
convolutional neural network (CNN)  long short-term memory (LSTM)  Shule River  streamflow prediction  Transformer  
Ensemble learning of decomposition-based machine learning models for multistep-ahead daily streamflow forecasting in northwest China 期刊论文
发表期刊: HYDROLOGICAL SCIENCES JOURNAL. 出版年: 2024, 卷号: 69, 期号: 11, 页码: 1501-1522
作者:  Yu, Haijiao;  Yang, Linshan;  Feng, Qi;  Barzegar, Rahim;  Adamowski, Jan F.;  Wen, Xiaohu
收藏  |  浏览/下载：21/0  |  提交时间：2024/10/04
Bayesian model averaging  ensemble learning  decomposition  oasis  streamflow forecasting  
High uncertainty of evapotranspiration products under extreme climatic conditions 期刊论文
发表期刊: JOURNAL OF HYDROLOGY. 出版年: 2023, 卷号: 626
作者:  Qian, Long;  Zhang, Zhitao;  Wu, Lifeng;  Fan, Shaoshuai;  Yu, Xingjiao;  Liu, Xiaogang;  Ba, Yalan;  Ma, Haijiao;  Wang, Yicheng
收藏  |  浏览/下载：12/0  |  提交时间：2024/09/29
Terrestrial evapotranspiration  Evapotranspiration products  Extreme climate  Assessment  Global  
Bayesian Model Averaging Ensemble Approach for Multi-Time-Ahead Groundwater Level Prediction Combining the GRACE, GLEAM, and GLDAS Data in Arid Areas 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2023, 卷号: 15, 期号: 1
作者:  Zhou, Ting;  Wen, Xiaohu;  Feng, Qi;  Yu, Haijiao;  Xi, Haiyang
收藏  |  浏览/下载：19/0  |  提交时间：2024/09/29
GRACE  GLEAM  GLDAS  Bayesian model averaging  groundwater level  
Poplar trees do not always act as a water pump: Evidence from modeling deep drainage in a low-coverage-mode shelterbelt in China 期刊论文
发表期刊: JOURNAL OF HYDROLOGY. 出版年: 2022, 卷号: 605
作者:  Li, Wei;  Xiong, Wei;  Yang, Wenbin;  Wang, Tao;  Lian, Honglin;  Liu, Yali;  Han, Yuqing;  Yu, Haijiao;  Ao, Tiesheng;  Zhang, Mingliang
收藏  |  浏览/下载：63/0  |  提交时间：2022/03/17
Poplar species  Low-coverage-mode shelterbelt  Deep drainage  Bio-physical parameters  Hydrus-1D  
Contamination characteristics, source identification, and source-specific health risks of heavy metal(loid)s in groundwater of an arid oasis region in Northwest China 期刊论文
发表期刊: SCIENCE OF THE TOTAL ENVIRONMENT. 出版年: 2022, 卷号: 841
作者:  Sheng, Danrui;  Meng, Xianhong;  Wen, Xiaohu;  Wu, Jun;  Yu, Haijiao;  Wu, Min
收藏  |  浏览/下载：17/0  |  提交时间：2024/09/20
Arid oasis region  Groundwater quality  Heavy metal(loid)s  Source apportionment  Source-specific health risks  
Evaluation of the policy-driven ecological network in the Three-North Shelterbelt region of China 期刊论文
发表期刊: LANDSCAPE AND URBAN PLANNING. 出版年: 2022, 卷号: 218
作者:  Mu, Haowei;  Li, Xuecao;  Ma, Haijiao;  Du, Xiaoping;  Huang, Jianxi;  Su, Wei;  Yu, Zhen;  Xu, Chen;  Liu, Hualiang;  Yin, Dongqin;  Li, Baoguo
收藏  |  浏览/下载：37/0  |  提交时间：2022/02/12
Corridors  Remote sensing  Biodiversity conservation  Human footprint  
高寒沙地典型固沙植物在沙丘不同地貌部位的水分利用特征 期刊论文
发表期刊: 生态学报. 出版年: 2021, 卷号: 41, 期号: 15, 页码: 1000-0933
作者:  田丽慧;  汪海娇;  张登山;  王俏雨;  刘蕊娜
收藏  |  浏览/下载：33/0  |  提交时间：2021/11/19
stable isotopes  water use pattern  IsoSource isotope mixing model  alpine desert  vegetation restoration  
青海湖东沙地不同植被恢复措施下土壤水分变化特征 期刊论文
发表期刊: 干旱区研究. 出版年: 2021, 卷号: 38, 期号: 1, 页码: 76-86
作者:  汪海娇;  田丽慧;  张登山;  王俏雨
收藏  |  浏览/下载：29/0  |  提交时间：2021/08/05
alpine semi-arid sandy land  sand-fixing plants  soil moisture  seasonal variation  vertical change  Qinghai Lake  
Deep Learning-Based Predictive Framework for Groundwater Level Forecast in Arid Irrigated Areas 期刊论文
发表期刊: WATER. 出版年: 2021, 卷号: 13, 期号: 18
作者:  Liu, Wei;  Yu, Haijiao;  Yang, Linshan;  Yin, Zhenliang;  Zhu, Meng;  Wen, Xiaohu
收藏  |  浏览/下载：20/0  |  提交时间：2021/11/19
groundwater level forecasting  complete ensemble empirical mode decomposition with adaptive noise (CEEMDAN)  genetic algorithm (GA)  feature selection (FS)  deep belief network (DBN)  quantile regression (QR)  uncertainty evaluation