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A Comprehensive Review of Methods for Hydrological Forecasting Based on Deep Learning.

• Authors : Zhao, Xinfeng¹ (AUTHOR) ; Wang, Hongyan² (AUTHOR) ; Bai, Mingyu² (AUTHOR)

Subjects: *HYDROLOGICAL forecasting; *GRAPH neural networks; *DEEP learning

• Source: Water (20734441). May2024, Vol. 16 Issue 10, p1407. 31p.

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Towards Generalized Hydrological Forecasting using Transformer Models for 120-Hour Streamflow Prediction

• Authors : Demiray, Bekir Z.; Demir, Ibrahim

Subjects: Computer Science - Machine Learning

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Enforcing Water Balance in Multitask Deep Learning Models for Hydrological Forecasting.

• Authors : Li, Lu^1,2,3 (AUTHOR); Dai, Yongjiu^1,2,3 (AUTHOR) ; Wei, Zhongwang^1,2,3 (AUTHOR)

• Source: Journal of Hydrometeorology. Jan2024, Vol. 25 Issue 1, p89-103. 15p.

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Study on a Hybrid Hydrological Forecasting Model SCE-GUH by Coupling SCE-UA Optimization Algorithm and General Unit Hydrograph.

• Authors : Xu, Yingying¹ (AUTHOR) ; Liu, Chengshuai¹ (AUTHOR) ; Yu, Qiying¹ (AUTHOR)

Subjects: *OPTIMIZATION algorithms; *HYDROLOGICAL forecasting; *HYDROLOGIC models

• Source: Water (20734441). Aug2023, Vol. 15 Issue 15, p2783. 21p.

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A Novel mRMR-RFE-RF Method for Enhancing Medium- and Long-Term Hydrological Forecasting: A Case Study of the Danjiangkou Basin

• Authors : Tiantian Tang; Tao Chen; Guan Gui

Subjects: Machine learning (ML); medium- and long-term hydrological forecasting; screening of predictors

• Source: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 17, Pp 14919-14934 (2024)

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A Comprehensive Review of Methods for Hydrological Forecasting Based on Deep Learning

• Authors : Xinfeng Zhao; Hongyan Wang; Mingyu Bai

Subjects: hydrological forecasting; deep learning; data-driven

• Source: Water, Vol 16, Iss 10, p 1407 (2024)

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Runoff Simulation in Data-Scarce Alpine Regions: Comparative Analysis Based on LSTM and Physically Based Models.

• Authors : Yue, Jiajia¹ (AUTHOR) ; Zhou, Li^1,2 (AUTHOR) ; Du, Juan¹ (AUTHOR)

Subjects: *WATER management; *ALPINE regions; *HYDROLOGICAL forecasting

• Source: Water (20734441). Aug2024, Vol. 16 Issue 15, p2161. 26p.

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Hydrological Forecasting under Climate Variability Using Modeling and Earth Observations in the Naryn River Basin, Kyrgyzstan.

• Authors : Pamirbek kyzy, Merim^1,2,3,4,5 (AUTHOR); Chen, Xi^1,2,3 (AUTHOR) ; Liu, Tie^1,2,3 (AUTHOR)

Subjects: *HYDROLOGICAL forecasting; *WATERSHEDS; *HYDROLOGICAL stations

• Source: Water (20734441). Sep2022, Vol. 14 Issue 17, p2733. 15p.

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全球气象预报驱动流域水文预报研究进展与展望.

• Authors : 赵铜铁钢¹ ; 张 弛²; 田 雨³

• Source: Advances in Water Science / Shuikexue Jinzhan. Jan2024, Vol. 35 Issue 1, p156-166. 11p.

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Streamflow regionalization in Brazil: Traditional methods and state of the art.

• Authors : Duarte, Sérgio N.¹ ; Wolff, Wagner¹; Nascimento, Jéssica G.²

Subjects: *WATER management; *STREAMFLOW; *HYDROLOGICAL forecasting

• Source: Revista Brasileira de Engenharia Agricola e Ambiental - Agriambi. 2024, Vol. 28 Issue 9, p1-8. 8p.

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