Analysis of precipitation characteristics in Shanghai based on the visibility graph algorithm
Deng, Zheng-Hong 1Xu, Ji-Wei 2Cao, Run-Hua1
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作者信息
1. Northwestern Polytech Univ
2. Xian Univ Posts & Telecommun
折叠
Abstract
Most of the existing studies on the characteristics of precipitation in Shanghai only focus on the statistical characteristics of the precipitation series rather than the internal dynamic characteristic. The visibility graph algorithm has been proven to be an effective algorithm for grasping the internal dynamics characteristics of time series. Therefore, this paper exploits the visibility graph algorithm to analyze the daily precipitation time series in Shanghai from 2000 to 2020. Some characteristics of precipitation during this period are obtained: Typhoon Mesa and Typhoon Fitow had a profound impact on Shanghai's precipitation; There is a certain similarity of the precipitation structure in different periods; Only a few nodes in the precipitation network have a profound impact on the precipitation in Shanghai. (C) 2022 Elsevier B.V. All rights reserved.
Key words
Complex network/Precipitation time series/Visibility graph/Triadic time series motifs/Sliding time-window/TIME-SERIES/URBANIZATION/NETWORKS/MOTIFS/LINK
NSTL
Elsevier