المؤلفون: Chuchu Zhang, Yuyan Zhou, Fan Lu, Jianwei Liu, Jiayue Zhang, Zeying Yin, Mengyi Ji, Baoqi Li

المصدر: Scientific Reports, Vol 15, Iss 1, Pp 1-13 (2025)

مصطلحات موضوعية: Streamflow forecasting, Flow regime, CNN-LSTM-Attention, Interpretability, The eastern Qinghai-Tibet Plateau, Medicine, Science

وصف الملف: electronic resource

Relation: https://doaj.org/toc/2045-2322

URL الوصول: https://doaj.org/article/684bb31325ee485ca0555e7c7b55eaae

المؤلفون: Arvin Samadi-Koucheksaraee, Xuefeng Chu

المصدر: Scientific Reports, Vol 14, Iss 1, Pp 1-26 (2024)

مصطلحات موضوعية: Streamflow forecasting, Multivariate variational mode decomposition (MVMD), Gradient-based optimization (GBO), Multi-criteria decision-making (MCDM), Hybrid WKELM-R model, Medicine, Science

وصف الملف: electronic resource

Relation: https://doaj.org/toc/2045-2322

URL الوصول: https://doaj.org/article/de7484d8bdb74e0abcbba0f396fdf3ff

المؤلفون: Matteo Bodini

المصدر: Signals, Vol 5, Iss 4, Pp 659-689 (2024)

مصطلحات موضوعية: streamflow forecasting, AutoML, rainfall data, Amazon, water-resource management, Applied mathematics. Quantitative methods, T57-57.97

وصف الملف: electronic resource

Relation: https://www.mdpi.com/2624-6120/5/4/37; https://doaj.org/toc/2624-6120

URL الوصول: https://doaj.org/article/d2892bca4b4c49c18b3bb5eea1479b2e

المؤلفون: Lizhi Tao, Yueming Nan, Zhichao Cui, Lei Wang, Dong Yang

المصدر: Journal of Hydrology: Regional Studies, Vol 57, Iss , Pp 102141- (2025)

مصطلحات موضوعية: Gated recurrent unit, Bayesian deep learning, SHapley Additive exPlanations, Multi-step streamflow forecasting, Physical geography, GB3-5030, Geology, QE1-996.5

وصف الملف: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S2214581824004907; https://doaj.org/toc/2214-5818

URL الوصول: https://doaj.org/article/6832999ab2944f61910db9b4800f8980

المؤلفون: Mehdi Fuladipanah, Alireza Shahhosseini, Namal Rathnayake, Hazi Md. Azamathulla, Upaka Rathnayake, D. P. P. Meddage, Kiran Tota-Maharaj

المصدر: Water Practice and Technology, Vol 19, Iss 6, Pp 2442-2459 (2024)

مصطلحات موضوعية: gene expression programming (gep), multilayer perceptron (mlp), multivariate adaptive regression splines (mars), streamflow forecasting, support vector machine (svm), Environmental technology. Sanitary engineering, TD1-1066

وصف الملف: electronic resource

Relation: http://wpt.iwaponline.com/content/19/6/2442; https://doaj.org/toc/1751-231X

URL الوصول: https://doaj.org/article/22380a96883a4454aa7afe15f7d3d075

المؤلفون: Andrés Felipe Hurtado-Montoya, Nicolás Alberto Moreno-Reyes

المصدر: Dyna, Vol 91, Iss 234 (2024)

مصطلحات موضوعية: streamflow forecasting, uncertainty, Colombian streamflow’s predictability, Technology, Mining engineering. Metallurgy, TN1-997

وصف الملف: electronic resource

Relation: https://revistas.unal.edu.co/index.php/dyna/article/view/114287; https://doaj.org/toc/0012-7353; https://doaj.org/toc/2346-2183

URL الوصول: https://doaj.org/article/9e888d9e9975478b8b7763dd0065e677

المؤلفون: Bekir Zahit Demiray, Muhammed Sit, Omer Mermer, Ibrahim Demir

المصدر: Water Science and Technology, Vol 89, Iss 9, Pp 2326-2341 (2024)

مصطلحات موضوعية: deep learning, flood forecasting, machine learning, rainfall-runoff modeling, streamflow forecasting, transformers, Environmental technology. Sanitary engineering, TD1-1066

وصف الملف: electronic resource

Relation: http://wst.iwaponline.com/content/89/9/2326; https://doaj.org/toc/0273-1223; https://doaj.org/toc/1996-9732

URL الوصول: https://doaj.org/article/8a956f31c77c40339d435586096cabce

المؤلفون: Francesco Granata, Fabio Di Nunno, Quoc Bao Pham

المصدر: Results in Engineering, Vol 22, Iss , Pp 102104- (2024)

مصطلحات موضوعية: Streamflow forecasting, Machine learning, Hybrid models, Medium-term forecast, Germany, Technology

وصف الملف: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S259012302400358X; https://doaj.org/toc/2590-1230

URL الوصول: https://doaj.org/article/d8c08d7e16c641969959361ca8d7a7a2

المؤلفون: Tiantian Tang, Tao Chen, Xuegao Chen, Guan Gui

المصدر: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 17, Pp 14543-14555 (2024)

مصطلحات موضوعية: Medium- and long-term streamflow forecasting, precipitation similarity recognition, the visual geometry group convolution neural network algorithm (VGGNet), Ocean engineering, TC1501-1800, Geophysics. Cosmic physics, QC801-809

وصف الملف: electronic resource

Relation: https://ieeexplore.ieee.org/document/10633770/; https://doaj.org/toc/1939-1404; https://doaj.org/toc/2151-1535

URL الوصول: https://doaj.org/article/ed1c72cc31534274aa692779601d350c

المؤلفون: Lavínia D. Balthazar, Felix Miranda, Vinícius B.R. Cândido, Priscila Capriles, Marconi Moraes, CelsoB.M. Ribeiro, Geane Fayer, Leonardo Goliatt

المصدر: Water Cycle, Vol 5, Iss , Pp 266-277 (2024)

مصطلحات موضوعية: Streamflow forecasting, Machine learning pipelines, Piracicaba river, Environmental technology. Sanitary engineering, TD1-1066

وصف الملف: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S2666445324000242; https://doaj.org/toc/2666-4453

URL الوصول: https://doaj.org/article/0becbaf43a1e4e39a588d5bde32dba19

المؤلفون: Yulia Gorodetskaya, Rodrigo Oliveira Silva, Celso Bandeira de Melo Ribeiro, Leonardo Goliatt

المصدر: Water Cycle, Vol 5, Iss , Pp 297-312 (2024)

مصطلحات موضوعية: Artificial neural networks, Wavelet transform, Time series, Streamflow forecasting, Paraíba do Sul river, Extreme flows, Environmental technology. Sanitary engineering, TD1-1066

وصف الملف: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S266644532400028X; https://doaj.org/toc/2666-4453

URL الوصول: https://doaj.org/article/8880d57e1a5a48a19c423c0ce7fc3fba

المؤلفون: Zain Syed, Prince Mahmood, Sajjad Haider, Shakil Ahmad

المصدر: Journal of Water and Climate Change, Vol 14, Iss 12, Pp 4444-4464 (2023)

مصطلحات موضوعية: ann, climate uncertainty, era5 land, hybrid model, streamflow forecasting, swat, Environmental technology. Sanitary engineering, TD1-1066, Environmental sciences, GE1-350

وصف الملف: electronic resource

Relation: http://jwcc.iwaponline.com/content/14/12/4444; https://doaj.org/toc/2040-2244; https://doaj.org/toc/2408-9354

URL الوصول: https://doaj.org/article/11873b0bbc314adf9e676aa42ac2df1c

المؤلفون: Rana Muhammad Adnan, Wang Mo, Ozgur Kisi, Salim Heddam, Ahmed Mohammed Sami Al-Janabi, Mohammad Zounemat-Kermani

المصدر: Atmosphere, Vol 15, Iss 12, p 1407 (2024)

مصطلحات موضوعية: streamflow forecasting, long short-term memory, bidirectional long short-term memory, gated recurrent unit, bidirectional gated recurrent unit, convolutional neural network, Meteorology. Climatology, QC851-999

وصف الملف: electronic resource

Relation: https://www.mdpi.com/2073-4433/15/12/1407; https://doaj.org/toc/2073-4433

URL الوصول: https://doaj.org/article/0168e59f45f340e0bac281ed1822d1b4

المؤلفون: Mehran Khan, Afed Ullah Khan, Sunaid Khan, Fayaz Ahmad Khan

المصدر: Water Science and Technology, Vol 88, Iss 9, Pp 2309-2331 (2023)

مصطلحات موضوعية: climate change, cmip6, ensemble, machine learning, streamflow forecasting, Environmental technology. Sanitary engineering, TD1-1066

وصف الملف: electronic resource

Relation: http://wst.iwaponline.com/content/88/9/2309; https://doaj.org/toc/0273-1223; https://doaj.org/toc/1996-9732

URL الوصول: https://doaj.org/article/ef1abdd5bcc849aa9aa51d99202eb4de

المؤلفون: Xin-yue Fu, Zhong-kai Feng, Hui Cao, Bao-fei Feng, Zheng-yu Tan, Yin-shan Xu, Wen-jing Niu

المصدر: Energy Reports, Vol 10, Iss , Pp 2623-2639 (2023)

مصطلحات موضوعية: Artificial intelligence, Streamflow forecasting, Singular spectrum analysis, Grey wolf optimizer, Twin support vector regression, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

وصف الملف: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S2352484723013082; https://doaj.org/toc/2352-4847

URL الوصول: https://doaj.org/article/18d371c5c4724cc0857e9b35b10885ce

المؤلفون: Woon Yang Tan, Sai Hin Lai, Kumar Pavitra, Fang Yenn Teo, Ahmed El-Shafie

المصدر: Journal of Hydroinformatics, Vol 25, Iss 5, Pp 1667-1689 (2023)

مصطلحات موضوعية: artificial intelligence, neural network, rates of change, streamflow forecasting, Information technology, T58.5-58.64, Environmental technology. Sanitary engineering, TD1-1066

وصف الملف: electronic resource

Relation: http://jhydro.iwaponline.com/content/25/5/1667; https://doaj.org/toc/1464-7141; https://doaj.org/toc/1465-1734

URL الوصول: https://doaj.org/article/669b05dbcaaf41a1a7856aa2702d8142

المؤلفون: Binlan Zhang, Chaojun Ouyang, Peng Cui, Qingsong Xu, Dongpo Wang, Fei Zhang, Zhong Li, Linfeng Fan, Marco Lovati, Yanling Liu, Qianqian Zhang

المصدر: The Innovation, Vol 5, Iss 3, Pp 100617- (2024)

مصطلحات موضوعية: deep learning, hydrology, encoder-decoder double-layer LSTM, ED-DLSTM, streamflow forecasting, hydrological regionalization, Science (General), Q1-390

وصف الملف: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S2666675824000559; https://doaj.org/toc/2666-6758

URL الوصول: https://doaj.org/article/f6fe60134f9e4bfda3d7a5683417dd14

المؤلفون: Sadegh Momeneh, Vahid Nourani

المصدر: Aqua, Vol 72, Iss 6, Pp 947-968 (2023)

مصطلحات موضوعية: artificial neural network, discrete wavelet transform, empirical mode decomposition, smoothing filters, streamflow forecasting, successive variational mode decomposition, Environmental technology. Sanitary engineering, TD1-1066, Environmental sciences, GE1-350

وصف الملف: electronic resource

Relation: http://aqua.iwaponline.com/content/72/6/947; https://doaj.org/toc/2709-8028; https://doaj.org/toc/2709-8036

URL الوصول: https://doaj.org/article/5a70c38e469045188389086a8847a42b

المؤلفون: Hurtado-Montoya, Andrés Felipe, Moreno-Reyes, Nicolás Alberto

المصدر: DYNA; Vol. 91 No. 234 (2024): October - December; 24-33 ; DYNA; Vol. 91 Núm. 234 (2024): Octubre - Diciembre; 24-33 ; 2346-2183 ; 0012-7353

مصطلحات موضوعية: streamflow forecasting, uncertainty, Colombian streamflow’s predictability, pronóstico de caudales, incertidumbre, predictibilidad de los caudales colombianos

وصف الملف: application/pdf

Relation: https://revistas.unal.edu.co/index.php/dyna/article/view/114287/93502; https://revistas.unal.edu.co/index.php/dyna/article/view/114287

الاتاحة: https://revistas.unal.edu.co/index.php/dyna/article/view/114287

المؤلفون: Jamei, Mozhdeh, Jamei, Mehdi, Ali, Mozhdeh, Karbasi, Masoud, Farooque, Aitazaz A., Malik, Anurag, Cheema, Saad Javed, Esau, Travis J., Yaseen, Zaher Mundher

مصطلحات موضوعية: Streamflow forecasting, Hydro-meteorological drivers, Multivariate variational mode decomposition, CNN-BiGRU, Boruta-CART, Multi-temporal

وصف الملف: application/pdf

Relation: https://research.usq.edu.au/download/89cd2098d54714dc786e5ee31cac5af227c0a899f8717efd2099c9350824b19b/26826675/Quantitative%20improvement%20of%20streamflow%20forecasting%20accuracy%20in%20the%20Atlantic%20zones%20of%20Canada%20based%20on%20hydro-meteorological%20signals.pdf; https://doi.org/10.1016/j.ecoinf.2023.102455; Jamei, Mozhdeh, Jamei, Mehdi, Ali, Mozhdeh, Karbasi, Masoud, Farooque, Aitazaz A., Malik, Anurag, Cheema, Saad Javed, Esau, Travis J. and Yaseen, Zaher Mundher. 2024. "Quantitative improvement of streamflow forecasting accuracy in the Atlantic zones of Canada based on hydro-meteorological signals: A multi-level advanced intelligent expert framework." Ecological Informatics. 80. https://doi.org/10.1016/j.ecoinf.2023.102455

الاتاحة: https://research.usq.edu.au/item/z3vy0/quantitative-improvement-of-streamflow-forecasting-accuracy-in-the-atlantic-zones-of-canada-based-on-hydro-meteorological-signals-a-multi-level-advanced-intelligent-expert-framework
https://research.usq.edu.au/download/89cd2098d54714dc786e5ee31cac5af227c0a899f8717efd2099c9350824b19b/26826675/Quantitative%20improvement%20of%20streamflow%20forecasting%20accuracy%20in%20the%20Atlantic%20zones%20of%20Canada%20based%20on%20hydro-meteorological%20signals.pdf
https://doi.org/10.1016/j.ecoinf.2023.102455