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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：21/0  |  提交时间：2024/10/04
precipitation estimates  satellite-based and reanalysis precipitation  dynamic Bayesian model averaging  streamflow simulation  Ebinur Lake Basin  Xinjiang  
Enhancing streamflow simulation using hybridized machine learning models in a semi-arid basin of the Chinese loess Plateau 期刊论文
发表期刊: JOURNAL OF HYDROLOGY. 出版年: 2023, 卷号: 617
作者:  Yu, Qiang;  Jiang, Liguang;  Wang, Yanjun;  Liu, Junguo
收藏  |  浏览/下载：26/0  |  提交时间：2024/09/29
Hybridization  Machine learning  LSTM  HBV  Streamflow simulation  Calibration  
Assessment of the Streamflow and Evapotranspiration at Wabiga Juba Basin Using a Water Evaluation and Planning (WEAP) Model 期刊论文
发表期刊: WATER. 出版年: 2023, 卷号: 15, 期号: 14
作者:  Ismail Dhaqane, Abdirahman;  Murshed, Mohamad Fared;  Mourad, Khaldoon A.;  Abd Manan, Teh Sabariah Binti
收藏  |  浏览/下载：7/0  |  提交时间：2024/09/29
hydrological simulation  model performance  streamflow  Wabiga Juba catchment  WEAP  Somalia  
Calibration and Evaluation of the WRF-Hydro Model in Simulating the Streamflow over the Arid Regions of Northwest China: A Case Study in Kaidu River Basin 期刊论文
发表期刊: SUSTAINABILITY. 出版年: 2023, 卷号: 15, 期号: 7
作者:  Yu, Entao;  Liu, Xiaoyan;  Li, Jiawei;  Tao, Hui
收藏  |  浏览/下载：13/0  |  提交时间：2024/09/29
Kaidu River Basin  Northwest China  the WRF-Hydro model  streamflow simulation  
Modeling streamflow driven by climate change in data-scarce mountainous basins 期刊论文
发表期刊: SCIENCE OF THE TOTAL ENVIRONMENT. 出版年: 2021, 卷号: 790
作者:  Fan, Mengtian;  Xu, Jianhua;  Chen, Yaning;  Li, Weihong
收藏  |  浏览/下载：25/0  |  提交时间：2021/11/19
Data-scarce mountainous basins  Integrated modeling  Climate change  Streamflow simulation  
Comparative Analysis of Recurrent Neural Network Architectures for Reservoir Inflow Forecasting 期刊论文
发表期刊: WATER. 出版年: 2020, 卷号: 12, 期号: 5
作者:  Apaydin, Halit;  Feizi, Hajar;  Sattari, Mohammad Taghi;  Colak, Muslume Sevba;  Shamshirband, Shahaboddin;  Chau, Kwok-Wing
收藏  |  浏览/下载：21/0  |  提交时间：2021/01/07
streamflow  time series simulation  deep learning  Ermenek  Bi-LSTM  
Parameter Sensitivity Analysis of the WRF-Hydro Modeling System for Streamflow Simulation: a Case Study in Semi-Humid and Semi-Arid Catchments of Northern China 期刊论文
发表期刊: ASIA-PACIFIC JOURNAL OF ATMOSPHERIC SCIENCES. 出版年: 2020
作者:  Liu, Yuchen;  Liu, Jia;  Li, Chuanzhe;  Yu, Fuliang;  Wang, Wei;  Qiu, Qingtai
收藏  |  浏览/下载：23/0  |  提交时间：2020/07/01
Streamflow simulation  WRF-hydro  Sensitivity analysis  Parameters  Northern China  
Development of multivariate adaptive regression spline integrated with differential evolution model for streamflow simulation 期刊论文
发表期刊: JOURNAL OF HYDROLOGY. 出版年: 2019, 卷号: 573, 页码: 1-12
作者:  Al-Sudani, Zainab Abdulelah;  Salih, Sinan Q.;  Sharafati, Ahmad;  Yaseen, Zaher Mundher
收藏  |  浏览/下载：13/0  |  提交时间：2019/11/29
MARS-DE  Streamflow simulation  Semi-arid environment  Antecedent values  
Applicability of epsilon-Support Vector Machine and Artificial Neural Network for Flood Forecasting in Humid, Semi-Humid and Semi-Arid Basins in China 期刊论文
发表期刊: WATER. 出版年: 2019, 卷号: 11, 期号: 1
作者:  Bafitlhile, Thabo Michael;  Li, Zhijia
收藏  |  浏览/下载：12/0  |  提交时间：2019/11/29
streamflow  artificial neural network  simulation  forecasting  support vector machine  evolutionary strategy  
Copula-based modeling and stochastic simulation of seasonal intermittent streamflows for arid regions 期刊论文
发表期刊: JOURNAL OF HYDRO-ENVIRONMENT RESEARCH. 出版年: 2015, 卷号: 9, 期号: 4, 页码: 604-613
作者:  Jeong, Changsam;  Lee, Taesam
Adobe PDF(1725Kb)  |  收藏  |  浏览/下载：17/8  |  提交时间：2019/11/29
Copula  Drought  Intermittency  Periodic Markov chain  Seasonal streamflow  Stochastic simulation