Výsledky vyhledávání - "Streamflow forecast"

Akademický článek

Comparison of parameter optimization methods for a runoff forecast model based on a support vector machine

Autor: Zhou, Yerong ^{a, b, c}, Li, Jidong ^{a, b, ⁎}, Ma, Guangwen ^{a, b}, Zhu, Yanmei ^{a, b}

Publikováno v: In Physics and Chemistry of the Earth October 2024 135

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Akademický článek

Impact of different hydrological models on hydroelectric operation planning

Autor: Páez Mendieta, Jorge Daniel ^{a, ⁎}, Geriberto Hidalgo, Ieda ^{a, b}, Cioffi, Francesco ^c

Publikováno v: In Renewable Energy October 2024 232

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Akademický článek

Combining traditional hydrological models and machine learning for streamflow prediction

Autor: Antonio Duarte Marcos Junior, Cleiton da Silva Silveira, José Micael Ferreira da Costa, Suellen Teixeira Nobre Gonçalves

Publikováno v: Revista Brasileira de Recursos Hídricos, Vol 29 (2024)

ABSTRACT Traditional hydrological models have been widely used in hydrologic studies, providing credible representations of reality. This paper introduces a hybrid model that combines the traditional hydrological model Soil Moisture Accounting Proced

Externí odkaz: https://doaj.org/article/daebca3809304d4fbc345c2b7f0a78ec

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Akademický článek

Short-term forecasting of streamflow by integrating machine learning methods combined with metaheuristic algorithms

Autor: Jia, Faxian ^{a, 1}, Zhu, Zijiang ^{b, c, 2, ⁎}, Dai, Weihuang ^{c, 3}, Le, Van Vang ^{d, 4}

Publikováno v: In Expert Systems With Applications 1 July 2024 245

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Akademický článek

Development of objective function-based ensemble model for streamflow forecasts

Autor: Lin, Yongen ^{a, b}, Wang, Dagang ^{a, b, ⁎}, Zhu, Jinxin ^{a, b}, Sun, Wei ^{a, b}, Shen, Chaopeng ^c, Shangguan, Wei ^d

Publikováno v: In Journal of Hydrology March 2024 632

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Akademický článek

Seasonal streamflow forecasting in South America’s largest rivers

Autor: Petry, Ingrid ^{a, ⁎, 1}, Fan, Fernando Mainardi ^a, Siqueira, Vinicius Alencar ^a, Collishonn, Walter ^a, de Paiva, Rodrigo Cauduro Dias ^a, Quedi, Erik ^a, de Araújo Gama, Cléber Henrique ^a, Silveira, Reinaldo ^b, Freitas, Camila ^c, Paranhos, Cassia Silmara Aver ^c

Publikováno v: In Journal of Hydrology: Regional Studies October 2023 49

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Akademický článek

Long-term probabilistic streamflow forecast model with “inputs–structure–parameters” hierarchical optimization framework

Autor: Mo, Ran ^a, Xu, Bin ^{a, b, c, d, ⁎}, Zhong, Ping-an ^a, Dong, Yuanheng ^a, Wang, Han ^a, Yue, Hao ^a, Zhu, Jian ^a, Wang, Huili ^a, Wang, Guoqing ^b, Zhang, Jianyun ^b

Publikováno v: In Journal of Hydrology July 2023 622 Part A

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Akademický článek

Effect of the quality of streamflow forecasts on the operation of cascade hydropower stations using stochastic optimization models

Autor: Liu, Yuan ^a, Ji, Changming ^a, Wang, Yi ^{a, ∗}, Zhang, Yanke ^a, Jiang, Zhiqiang ^b, Ma, Qiumei ^a, Hou, Xiaoning ^a

Publikováno v: In Energy 15 June 2023 273

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Akademický článek

Monthly streamflow forecasting by machine learning methods using dynamic weather prediction model outputs over Iran

Autor: Akbarian, Mohammad ^a, Saghafian, Bahram ^{a, ⁎}, Golian, Saeed ^b

Publikováno v: In Journal of Hydrology May 2023 620 Part B

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Akademický článek

Machine learning for postprocessing ensemble streamflow forecasts

Autor: Sanjib Sharma, Ganesh Raj Ghimire, Ridwan Siddique

Publikováno v: Journal of Hydroinformatics, Vol 25, Iss 1, Pp 126-139 (2023)

Skillful streamflow forecasts can inform decisions in various areas of water policy and management. We integrate numerical weather prediction ensembles, distributed hydrological model, and machine learning to generate ensemble streamflow forecasts at

Externí odkaz: https://doaj.org/article/5e019af133c34ed897c9adca02af02c3

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