Improving rainfall-runoff modeling in the Mekong river basin using bias-corrected satellite precipitation products by convolutional neural networks

Author:

Le Xuan-HienORCID,Kim YounghunORCID,Van Binh Doan,Jung Sungho,Hai Nguyen Duc,Lee Giha

Funder

Ministry of Science, ICT and Future Planning

National Research Foundation of Korea

Publisher

Elsevier BV

Subject

Water Science and Technology

Reference82 articles.

1. Amidi, A., Amidi, S., 2018. Convolutional Neural Networks cheatsheet, Availabe at: https://stanford.edu/∼shervine/teaching/cs-230/cheatsheet-convolutional-neural-networks (accessed on: October 2022).

2. PERSIANN-CDR: Daily Precipitation Climate Data Record from Multisatellite Observations for Hydrological and Climate Studies;Ashouri;Bull. Am. Meteorol. Soc.,2015

3. Assessing the Efficacy of High-Resolution Satellite-Based PERSIANN-CDR Precipitation Product in Simulating Streamflow;Ashouri;J. Hydrometeorol.,2016

4. Long-term alterations of flow regimes of the Mekong River and adaptation strategies for the Vietnamese Mekong Delta;Binh;J. Hydrol. Reg. Stud.,2020

5. Brownlee, J., 2019. A Gentle Introduction to Pooling Layers for Convolutional Neural Networks, Availabe at: https://machinelearningmastery.com/pooling-layers-for-convolutional-neural-networks/ (accessed on: 15 January 2020).

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