Conceptual hydrological model-guided SVR approach for monthly lake level reconstruction in the Tibetan Plateau

Conceptual hydrological model-guided SVR approach for monthly lake level reconstruction in the Tibetan Plateau

Study region: Tibetan Plateau (TP) Study focus: Lakes in the TP that are subject to low human activity serve as an important indicator for quantitative assessment of regional climate change. However, previous studies have mainly focused on annual changes in lake area, level, and storage because of l...

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Bibliographic Details
Main Authors: Minglei Hou, Jiahua Wei, Haibo Chu, Yang Shi, Olusola O. Ayantobo, Jiaqi Xu, Xiaomei Zhu, Yan Ren
Format: Article
Language:English
Published: Elsevier 2022-12-01
Series:Journal of Hydrology: Regional Studies
Subjects:
Data reconstruction method
Theory-guided data science (TGDS)
Machine learning (ML) model
Conceptual hydrological model
Lake level
Online Access:http://www.sciencedirect.com/science/article/pii/S2214581822002841

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http://www.sciencedirect.com/science/article/pii/S2214581822002841

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