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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  
Streamflow abrupt change and the driving factors in glacierized basins of Tarim Basin, Northwest China 期刊论文
发表期刊: ADVANCES IN CLIMATE CHANGE RESEARCH. 出版年: 2024, 卷号: 15, 期号: 1, 页码: 75-89
作者:  Yang, Cheng-de;  Xu, Min;  Kang, Shi -Chang;  Fu, Cong-sheng;  Zhang, Wei;  Hu, Di -Di
收藏  |  浏览/下载：27/0  |  提交时间：2024/10/04
Abrupt change  Streamflow  Hybrid model  Tarim Basin  Glacier  
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  
Improving the accuracy of precipitation estimates in a typical inland arid region of China using a dynamic Bayesian model averaging approach 期刊论文
发表期刊: JOURNAL OF ARID LAND. 出版年: 2024, 卷号: 16, 期号: 3, 页码: 331-354
作者:  Xu, Wenjie;  Ding, Jianli;  Bao, Qingling;  Wang, Jinjie;  Xu, Kun
收藏  |  浏览/下载：20/0  |  提交时间：2024/10/04
precipitation estimates  satellite-based and reanalysis precipitation  dynamic Bayesian model averaging  streamflow simulation  Ebinur Lake Basin  Xinjiang  
Why lowland riparian trees are difficult to use for streamflow reconstruction 期刊论文
发表期刊: JOURNAL OF FORESTRY RESEARCH. 出版年: 2024, 卷号: 35, 期号: 1
作者:  Peng, Xiaomei;  Xiao, Shengchun;  Yang, Bao;  Tian, Quanyan;  Shishov, Vladimir V.
收藏  |  浏览/下载：15/0  |  提交时间：2024/10/04
Tree-ring width  Dendrochronology  Populus euphratica  The Ejina Oasis  Streamflow  
Reconstruction of missing streamflow series in human-regulated catchments using a data integration LSTM model 期刊论文
发表期刊: JOURNAL OF HYDROLOGY-REGIONAL STUDIES. 出版年: 2024, 卷号: 52
作者:  Tursun, Arken;  Xie, Xianhong;  Wang, Yibing;  Liu, Yao;  Peng, Dawei;  Rusuli, Yusufujiang;  Zheng, Buyun
收藏  |  浏览/下载：14/0  |  提交时间：2024/10/04
Data integration  LSTM  Multiscale static attributes  Streamflow reconstruction  Human activity  Yellow River Basin  
Perennial and Non-Perennial Streamflow Regime Shifts Across California, USA 期刊论文
发表期刊: WATER RESOURCES RESEARCH. 出版年: 2024, 卷号: 60, 期号: 4
作者:  Ayers, Jessica R.;  Yarnell, Sarah M.;  Baruch, Ethan;  Lusardi, Robert A.;  Grantham, Theodore E.
收藏  |  浏览/下载：10/0  |  提交时间：2024/10/04
intermittent streams  streamflow regime classification  minimally disturbed conditions  anthropogenic change  hydrological drought  California  
Identifying components and controls of streamflow in a cold and arid headwater catchment 期刊论文
发表期刊: JOURNAL OF HYDROLOGY. 出版年: 2024, 卷号: 633
作者:  Yang, Wuchao;  Zhang, Xueyan;  Wang, Zhengshi;  Li, Zhi
收藏  |  浏览/下载：16/0  |  提交时间：2024/10/04
Streamflow components  Climate change  Snowmelt runoff model  Wavelet coherence analysis  
Modelling climate change impacts at a drinking water reservoir in Turkey and implications for reservoir management in semi-arid regions 期刊论文
发表期刊: ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH. 出版年: 2023, 卷号: 30, 期号: 5, 页码: 13582-13604
作者:  Aibaidula, Dilibaier;  Ates, Nuray;  Dadaser-Celik, Filiz
收藏  |  浏览/下载：13/0  |  提交时间：2024/09/29
Climate change  Water availability  Reservoir storage  Streamflow  Hydrologic modeling  SWAT  
Assessing the effect of climate and land use changes on the hydrologic regimes in the upstream of Tajan river basin using SWAT model 期刊论文
发表期刊: APPLIED WATER SCIENCE. 出版年: 2023, 卷号: 13, 期号: 6
作者:  Amiri, Sedighe Nikkhoo;  Khoshravesh, Mojtaba;  Valashedi, Reza Norooz
收藏  |  浏览/下载：13/0  |  提交时间：2024/09/29
Streamflow  SWAT  Climate change  Land use  Iran