Multiscale entropy analysis of monthly rainfall time series in Paraíba, Brazil

被引：0

作者：

Alves Xavier, Sílvio Fernando ^{[1
]}

Xavier, Érika Fialho Morais ^{[1
]}

Jale, Jader Silva ^{[2
]}

Stosic, Tatijana ^{[2
]}

Santos, Carlos Antonio Costa dos ^{[3
]}

机构：

[1] Department of Statistics, State University of Paraíba(UEPB), Campina Grande,Paraíba, Brazil

[2] Department of Statistics and Informatics, Federal Rural University of Pernambuco(UFRPE), Recife,Pernambuco, Brazil

[3] Academic Unit of Atmospheric Sciences, Federal University of Campina Grande (UFCG), Campina Grande,Paraíba, Brazil

来源：

Chaos, Solitons and Fractals | 2021年 / 151卷

关键词：

Entropy analysis - Entropy methods - Meteorological station - Monthly rainfalls - Multi-scale entropies - Northeastern Brazil - Sample entropy - Short time series - Time analysis - Times series;

D O I：

暂无

中图分类号：

学科分类号：

摘要：

In this work we study the complexity of monthly rainfall temporal series recorded from 1962 to 2012, at 69 meteorological stations in Paraiba state, northeastern Brazil. We use the Modified Multiscale Entropy Method (MMSE) suitable for short time series and analyze rainfall regularity over a wide range of temporal scales from 1 month to 1 year. By comparing the results for stations across Paraiba state and performing a statistical significance test, we distinguish rainfall regime in the inland semiarid Sertão and Borborema regions from the transition inland Agreste, and coastal, tropical humid Mata regions. Our work represents a contribution to establishing the use of multiscale approach with methods from information theory in climatological studies. © 2021

引用

共 50 条

[41] Multiscale entropy based study of the pathological time series
王俊
马千里
Chinese Physics B, 2008, 17 (12) : 4424 - 4427
[42] Multivariate multiscale sample entropy of traffic time series
Yi Yin
Pengjian Shang
Nonlinear Dynamics, 2016, 86 : 479 - 488
[43] Weighted multiscale permutation entropy of financial time series
Yin, Yi
Shang, Pengjian
NONLINEAR DYNAMICS, 2014, 78 (04) : 2921 - 2939
[44] Multivariate multiscale sample entropy of traffic time series
Yin, Yi
Shang, Pengjian
NONLINEAR DYNAMICS, 2016, 86 (01) : 479 - 488
[45] Time series analysis of suicide from a monthly perspective in the south of Brazil: an ecological study
Brenner, Augusto Madke
de Almeida Claudino, Felipe Cesar
de Souza, Gianfranco Rizzotto
da Rocha, Neusa Sica
TRENDS IN PSYCHIATRY AND PSYCHOTHERAPY, 2022, 44
[46] Analysis of rainfall homogeneous areas in time series of precipitation in the State of Bahia, Brazil
Dourado, Camila da Silva
de Medeiros Oliveira, Stanley Robson
Heuminski de Avila, Ana Maria
BRAGANTIA, 2013, 72 (02) : 192 - 198
[47] Multiscale Entropy Analysis of Rainfall and Streamflow Dynamics in Ceará, Brazil: Implications for Hydrological Predictability and Water Resource Management
Rolim, Larissa Zaira Rafael
de Souza Filho, Francisco de Assis
WATER CONSERVATION SCIENCE AND ENGINEERING, 2025, 10 (01)
[48] Weighted link entropy and multiscale weighted link entropy for complex time series
Chen, Yuan
Lin, Aijing
NONLINEAR DYNAMICS, 2021, 105 (01) : 541 - 554
[49] Weighted link entropy and multiscale weighted link entropy for complex time series
Yuan Chen
Aijing Lin
Nonlinear Dynamics, 2021, 105 : 541 - 554
[50] Modified generalized multiscale sample entropy and surrogate data analysis for financial time series
Yue Wu
Pengjian Shang
Yilong Li
Nonlinear Dynamics, 2018, 92 : 1335 - 1350

← 1 2 3 4 5 →