One-dimensional soil temperature assimilation experiment based on unscented particle filter and Common Land Model

Data assimilation is an efficient way to improve the simulation/prediction accuracy in many fields of geosciences especially in meteorological and hydrological applications. This study takes unscented particle filter (UPF) as an example to test its performance at different two probability distributi...

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Bibliographic Details
Main Authors: Fu Xiao Lei, Jin Bao Ming, Jiang Xiao Lei, Chen Cheng
Format: Article
Language:English
Published: EDP Sciences 2018-01-01
Series:E3S Web of Conferences
Online Access:https://doi.org/10.1051/e3sconf/20183803009