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Electronic Resource

EStreams: An integrated dataset and catalogue of streamflow, hydro-climatic and landscape variables for Europe

Subjects: Institute of Geography; 910 Geography & travel; Journal Article

  • Source: do Nascimento, Thiago V M; Rudlang, Julia; Höge, Marvin; van der Ent, Ruud; Chappon, Máté; Seibert, Jan; Hrachowitz, Markus; Fenicia, Fabrizio (2024). EStreams: An integrated dataset and

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Academic Journal

Assessing the performance and interpretability of the CNN-LSTM-Attention model for daily streamflow forecasting in typical basins of the eastern Qinghai-Tibet Plateau.

  • Authors : Zhang C; State Key Laboratory of Simulation and Regulation of Water Cycle in River Basin, China Institute of Water Resources and Hydropower Research, Beijing, 100038, China.; School of Civil Engineering, Shijiazhuang Tiedao University, Shijiazhuang, 050043, China.

  • Source: Scientific reports [Sci Rep] 2025 Jan 02; Vol. 15 (1), pp. 82. Date of Electronic Publication: 2025 Jan 02.Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited

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Academic Journal

Development of a novel modeling framework based on weighted kernel extreme learning machine and ridge regression for streamflow forecasting.

  • Authors : Samadi-Koucheksaraee A; Department of Civil, Construction and Environmental Engineering (Dept 2470), North Dakota State University, PO Box 6050, Fargo, ND, 58108-6050, USA.; Chu X

  • Source: Scientific reports [Sci Rep] 2024 Dec 28; Vol. 14 (1), pp. 30910. Date of Electronic Publication: 2024 Dec 28.Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited

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Academic Journal

An evaluation of random forest based input variable selection methods for one month ahead streamflow forecasting.

  • Authors : Fang W; Yinshanbeilu Grassland Eco-hydrology National Observation and Research Station, China Institute of Water Resources and Hydropower Research, Beijing, 100038, China. .; State Key Laboratory of Eco-hydraulics in Northwest Arid Region of China, School of Water Resources and Hydropower, Xi'an University of Technology, Xi'an, 710048, China. .

  • Source: Scientific reports [Sci Rep] 2024 Nov 30; Vol. 14 (1), pp. 29766. Date of Electronic Publication: 2024 Nov 30.Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited

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Academic Journal

EStreams: An integrated dataset and catalogue of streamflow, hydro-climatic and landscape variables for Europe

Subjects: Institute of Geography; 910 Geography & travel

  • Source: do Nascimento, Thiago V M; Rudlang, Julia; Höge, Marvin; van der Ent, Ruud; Chappon, Máté; Seibert, Jan; Hrachowitz, Markus; Fenicia, Fabrizio (2024). EStreams: An integrated dataset and catalogue

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Academic Journal

Enhancing daily streamflow simulation using the coupled SWAT-BiLSTM approach for climate change impact assessment in Hai-River Basin.

  • Authors : Zhang X; Water Conservancy College, North China University of Water Resources and Electric Power, Zhengzhou, 450046, China.; Collaborative Innovation Center of Water Resources Efficient Utilization and Protection Engineering, Zhengzhou, 450046, China.

  • Source: Scientific reports [Sci Rep] 2023 Sep 13; Vol. 13 (1), pp. 15169. Date of Electronic Publication: 2023 Sep 13.Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited

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Academic Journal

Streamflow classification by employing various machine learning models for peninsular Malaysia.

  • Authors : AlDahoul N; Computer Science, New York University Abu Dhabi, Abu Dhabi, United Arab Emirates.; Momo MA

  • Source: Scientific reports [Sci Rep] 2023 Sep 04; Vol. 13 (1), pp. 14574. Date of Electronic Publication: 2023 Sep 04.Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited

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Academic Journal

Short-term streamflow modeling using data-intelligence evolutionary machine learning models.

  • Authors : Martinho AD; Exact Sciences and Technology Department, Púnguè University, Tete Delegation, Campus Universitário de Cambinde-EN106, Matundo, Tete, Mozambique. .; Hippert HS

  • Source: Scientific reports [Sci Rep] 2023 Aug 24; Vol. 13 (1), pp. 13824. Date of Electronic Publication: 2023 Aug 24.Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited

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Academic Journal

Assessing the impacts of dam/weir operation on streamflow predictions using LSTM across South Korea.

  • Authors : Kwon Y; Department of Environmental Engineering, University of Seoul, Dongdaemun-gu, Seoul, 02504, South Korea.; Cha Y

Subjects: Weather*; Republic of Korea

  • Source: Scientific reports [Sci Rep] 2023 Jun 08; Vol. 13 (1), pp. 9296. Date of Electronic Publication: 2023 Jun 08.Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited

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