Short-term runoff prediction with GRU and LSTM networks without requiring time step optimization during sample generation
Gao, Shuai, Huang, Yuefei, Zhang, Shuo, Han, Jingcheng, Wang, Guangqian, Zhang, Meixin, Lin, Qingsheng
Published in Journal of hydrology (Amsterdam) (01.10.2020)
Published in Journal of hydrology (Amsterdam) (01.10.2020)
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Journal Article
A survey on river water quality modelling using artificial intelligence models: 2000–2020
Tiyasha, Tung, Tran Minh, Yaseen, Zaher Mundher
Published in Journal of hydrology (Amsterdam) (01.06.2020)
Published in Journal of hydrology (Amsterdam) (01.06.2020)
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Journal Article
Evaluation of the ERA5 reanalysis precipitation dataset over Chinese Mainland
Jiang, Qin, Li, Weiyue, Fan, Zedong, He, Xiaogang, Sun, Weiwei, Chen, Sheng, Wen, Jiahong, Gao, Jun, Wang, Jun
Published in Journal of hydrology (Amsterdam) (01.04.2021)
Published in Journal of hydrology (Amsterdam) (01.04.2021)
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Journal Article
Cotransport of heavy metals and SiO2 particles at different temperatures by seepage
Bai, Bing, Nie, Qingke, Zhang, Yike, Wang, Xiaolong, Hu, Wei
Published in Journal of hydrology (Amsterdam) (01.06.2021)
Published in Journal of hydrology (Amsterdam) (01.06.2021)
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Journal Article
Machine learning methods for better water quality prediction
Najah Ahmed, Ali, Binti Othman, Faridah, Abdulmohsin Afan, Haitham, Khaleel Ibrahim, Rusul, Ming Fai, Chow, Shabbir Hossain, Md, Ehteram, Mohammad, Elshafie, Ahmed
Published in Journal of hydrology (Amsterdam) (01.11.2019)
Published in Journal of hydrology (Amsterdam) (01.11.2019)
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Journal Article
Research on particle swarm optimization in LSTM neural networks for rainfall-runoff simulation
Xu, Yuanhao, Hu, Caihong, Wu, Qiang, Jian, Shengqi, Li, Zhichao, Chen, Youqian, Zhang, Guodong, Zhang, Zhaoxi, Wang, Shuli
Published in Journal of hydrology (Amsterdam) (01.05.2022)
Published in Journal of hydrology (Amsterdam) (01.05.2022)
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Journal Article
Spatial prediction of groundwater potential mapping based on convolutional neural network (CNN) and support vector regression (SVR)
Panahi, Mahdi, Sadhasivam, Nitheshnirmal, Pourghasemi, Hamid Reza, Rezaie, Fatemeh, Lee, Saro
Published in Journal of hydrology (Amsterdam) (01.09.2020)
Published in Journal of hydrology (Amsterdam) (01.09.2020)
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Journal Article
Flood susceptibility mapping with machine learning, multi-criteria decision analysis and ensemble using Dempster Shafer Theory
Gudiyangada Nachappa, Thimmaiah, Tavakkoli Piralilou, Sepideh, Gholamnia, Khalil, Ghorbanzadeh, Omid, Rahmati, Omid, Blaschke, Thomas
Published in Journal of hydrology (Amsterdam) (01.11.2020)
Published in Journal of hydrology (Amsterdam) (01.11.2020)
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Journal Article
A deep convolutional neural network model for rapid prediction of fluvial flood inundation
Kabir, Syed, Patidar, Sandhya, Xia, Xilin, Liang, Qiuhua, Neal, Jeffrey, Pender, Gareth
Published in Journal of hydrology (Amsterdam) (01.11.2020)
Published in Journal of hydrology (Amsterdam) (01.11.2020)
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Journal Article
XGBoost-based method for flash flood risk assessment
Ma, Meihong, Zhao, Gang, He, Bingshun, Li, Qing, Dong, Haoyue, Wang, Shenggang, Wang, Zhongliang
Published in Journal of hydrology (Amsterdam) (01.07.2021)
Published in Journal of hydrology (Amsterdam) (01.07.2021)
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Journal Article
A review of remote sensing applications for water security: Quantity, quality, and extremes
Chawla, Ila, Karthikeyan, L., Mishra, Ashok K.
Published in Journal of hydrology (Amsterdam) (01.06.2020)
Published in Journal of hydrology (Amsterdam) (01.06.2020)
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Journal Article
Least square support vector machine and multivariate adaptive regression splines for streamflow prediction in mountainous basin using hydro-meteorological data as inputs
Adnan, Rana Muhammad, Liang, Zhongmin, Heddam, Salim, Zounemat-Kermani, Mohammad, Kisi, Ozgur, Li, Binquan
Published in Journal of hydrology (Amsterdam) (01.07.2020)
Published in Journal of hydrology (Amsterdam) (01.07.2020)
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Journal Article
Hydropower dams of the Mekong River basin: A review of their hydrological impacts
Hecht, Jory S., Lacombe, Guillaume, Arias, Mauricio E., Dang, Thanh Duc, Piman, Thanapon
Published in Journal of hydrology (Amsterdam) (01.01.2019)
Published in Journal of hydrology (Amsterdam) (01.01.2019)
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Journal Article
Deep learning of subsurface flow via theory-guided neural network
Wang, Nanzhe, Zhang, Dongxiao, Chang, Haibin, Li, Heng
Published in Journal of hydrology (Amsterdam) (01.05.2020)
Published in Journal of hydrology (Amsterdam) (01.05.2020)
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Journal Article
Monthly runoff time series prediction by variational mode decomposition and support vector machine based on quantum-behaved particle swarm optimization
Feng, Zhong-kai, Niu, Wen-jing, Tang, Zheng-yang, Jiang, Zhi-qiang, Xu, Yang, Liu, Yi, Zhang, Hai-rong
Published in Journal of hydrology (Amsterdam) (01.04.2020)
Published in Journal of hydrology (Amsterdam) (01.04.2020)
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Journal Article
Flood susceptibility modelling using novel hybrid approach of reduced-error pruning trees with bagging and random subspace ensembles
Chen, Wei, Hong, Haoyuan, Li, Shaojun, Shahabi, Himan, Wang, Yi, Wang, Xiaojing, Ahmad, Baharin Bin
Published in Journal of hydrology (Amsterdam) (01.08.2019)
Published in Journal of hydrology (Amsterdam) (01.08.2019)
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Journal Article
Urban flood resilience – A multi-criteria index to integrate flood resilience into urban planning
Bertilsson, Louise, Wiklund, Karin, de Moura Tebaldi, Isadora, Rezende, Osvaldo Moura, Veról, Aline Pires, Miguez, Marcelo Gomes
Published in Journal of hydrology (Amsterdam) (01.06.2019)
Published in Journal of hydrology (Amsterdam) (01.06.2019)
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Journal Article
Global data assessment and analysis of drought characteristics based on CMIP6
Wang, Tian, Tu, Xinjun, Singh, Vijay P., Chen, Xiaohong, Lin, Kairong
Published in Journal of hydrology (Amsterdam) (01.05.2021)
Published in Journal of hydrology (Amsterdam) (01.05.2021)
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