Exploring denoising diffusion probabilistic model for daily streamflow gap filling in Central Asia typical watersheds

Exploring denoising diffusion probabilistic model for daily streamflow gap filling in Central Asia typical watersheds

Study area: The Manas River Basin (84°01′−86°32′E, 42°27′−45°21′N) on the northern slopes of the Tianshan Mountains and the Kaidu River Basin (82°18′−85°57′E, 40°54′−44°30′N) on the southern slopes. Study focus: Traditional gap filling models struggle to accurately simulate daily streamflow in data-...

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Bibliographic Details
Main Authors:	Ganchang He, Yaning Chen, Zhi Li, Gonghuan Fang, Jianyu Zhu, Wenting Liang
Format:	Article
Language:	English
Published:	Elsevier 2024-04-01
Series:	Journal of Hydrology: Regional Studies
Subjects:	Random forest Denoising diffusion probabilistic model Gap filling Hydrological data reconstruction Budyko equation
Online Access:	http://www.sciencedirect.com/science/article/pii/S2214581824000491

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