Investigating the time dynamics of monthly rainfall time series observed in northern Lebanon by means of the detrended fluctuation analysis and the Fisher-Shannon method

被引:0
|
作者
Michele Lovallo
Amin Shaban
Talal Darwich
Luciano Telesca
机构
[1] Agenzia Regionale per la Protezione dell’Ambiente (ARPAB),National Research Council
[2] Conseil National des Recherches Scientifiques (CNRS),undefined
[3] Institute of Methodologies for Environmental Analysis,undefined
来源
Acta Geophysica | 2013年 / 61卷
关键词
detrended fluctuation analysis; Fisher-Shannon method; rainfall; Lebanon; climate;
D O I
暂无
中图分类号
学科分类号
摘要
We investigate the time dynamics of monthly rainfall series intermittently recorded on seven climatic stations in northern Lebanon from 1939 to 2010 using the detrending fluctuation analysis (DFA) and the Fisher-Shannon (FS) method. The DFA is employed to study the scaling properties of the series, while the FS method to analyze their order/organization structure. The obtained results indicate that most all the stations show a significant persistent behavior, suggesting that the dynamics of the rainfall series is governed by positive feedback mechanisms. Furthermore, we found that the Fisher Information Measure (the Shannon entropy power) seems to decrease (increase) with the height of the rain gauge; this indicates that the rainfall series appear less organized and less regular for higher-located stations. Such findings could be useful for a better comprehension of the climatic regimes governing northern Lebanon.
引用
收藏
页码:1538 / 1555
页数:17
相关论文
共 22 条
  • [1] Investigating the time dynamics of monthly rainfall time series observed in northern Lebanon by means of the detrended fluctuation analysis and the Fisher-Shannon method
    Lovallo, Michele
    Shaban, Amin
    Darwich, Talal
    Telesca, Luciano
    ACTA GEOPHYSICA, 2013, 61 (06) : 1538 - 1555
  • [2] Analysis of the time dynamics in wind records by means of multifractal detrended fluctuation analysis and the Fisher-Shannon information plane
    Telesca, Luciano
    Lovallo, Michele
    JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT, 2011,
  • [3] Investigating the time dynamics of wind speed in complex terrains by using the Fisher-Shannon method
    Guignard, Fabian
    Lovallo, Michele
    Laib, Mohamed
    Golay, Jean
    Kanevski, Mikhail
    Helbig, Nora
    Telesca, Luciano
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2019, 523 : 611 - 621
  • [4] Singular spectrum analysis and Fisher-Shannon analysis of spring flow time series: An application to Anjar Spring, Lebanon
    Telesca, Luciano
    Lovallo, Michele
    Shaban, Amin
    Darwich, Talal
    Amacha, Nabil
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2013, 392 (17) : 3789 - 3797
  • [5] Detrended fluctuation analysis of rainfall and streamflow time series
    Matsoukas, C
    Islam, S
    Rodriguez-Iturbe, I
    JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2000, 105 (D23) : 29165 - 29172
  • [6] FLUCTUATION ANALYSIS OF MONTHLY RAINFALL TIME SERIES
    Pierini, Jorge O.
    Telesca, Luciano
    FLUCTUATION AND NOISE LETTERS, 2010, 9 (02): : 219 - 228
  • [7] Fisher-Shannon and detrended fluctuation analysis of MODIS normalized difference vegetation index (NDVI) time series of fire-affected and fire-unaffected pixels
    Li, Xiaolian
    Lanorte, Antonio
    Lasaponara, Rosa
    Lovallo, Michele
    Song, Weiguo
    Telesca, Luciano
    GEOMATICS NATURAL HAZARDS & RISK, 2017, 8 (02) : 1342 - 1357
  • [8] Discerning Xylella fastidiosa-Infected Olive Orchards in the Time Series of MODIS Terra Satellite Evapotranspiration Data by Using the Fisher-Shannon Analysis and the Multifractal Detrended Fluctuation Analysis
    Telesca, Luciano
    Abate, Nicodemo
    Faridani, Farid
    Lovallo, Michele
    Lasaponara, Rosa
    FRACTAL AND FRACTIONAL, 2023, 7 (06)
  • [9] Multifractal detrended fluctuation analysis of rainfall time series in the Guadeloupe archipelago
    Gomez-Gomez, Javier
    Plocoste, Thomas
    Alexis, Esdra
    Jimenez-Hornero, Francisco Jose
    de Rave, Eduardo Gutierrez
    Nuiro, Silvere Paul
    JOURNAL OF HYDROLOGY, 2023, 626
  • [10] Belief Fisher-Shannon information plane: Properties, extensions, and applications to time series analysis
    Contreras-Reyes, Javier E.
    Kharazmi, Omid
    CHAOS SOLITONS & FRACTALS, 2023, 177