Anti-persistence in levels of Lake Naivasha: Assessing effect of human intervention through time-series analysis

作者: Sujata Tarafdar , David Harper

DOI: 10.1016/J.PHYSA.2007.08.050

关键词:

摘要: Abstract Lake Naivasha in Kenya is an important natural fresh water reserve, supporting surrounding wildlife as well agriculture and industry. Uncontrolled use of the lake for past few decades causing concern environmentalists. In present paper, fluctuations level last half century are analysed using standard tools time-series analysis. The intervals 1951–1980 (period I) 1981–2000 II) treated separately, to look any difference their statistical patterns. From period II onwards, increased human consumption believed affect significantly. We analyse data three different approaches: (i) rescaled range analysis ( R / S ) , (ii) roughness scaling (iii) a Lomb periodogram. shows no between behavior periods I II, but other methods reveal fluctuation patterns two periods. stronger compared II. analysis, however, interesting anti-persistence with Hurst exponent 0.44, which not usually observed time series.

参考文章(10)
Peter J. Bruns, Helen R. Smith, Donna Cassidy-Hanley, Long-term storage. Methods in Cell Biology. ,vol. 62, pp. 213- 218 ,(1999) , 10.1016/S0091-679X(08)61531-9
Albert-Laszló Barabási, Harry Eugene Stanley, Fractal Concepts in Surface Growth ,(1995)
Didier Sornette, Discrete scale invariance and complex dimensions Physics Reports. ,vol. 297, pp. 239- 270 ,(1998) , 10.1016/S0370-1573(97)00076-8
A. Roy, S. Roy, A.J. Bhattacharyya, S. Banerjee, S. Tarafdar, Discrete scale invariance in viscous fingering patterns European Physical Journal B. ,vol. 12, pp. 1- 3 ,(1999) , 10.1007/S100510050966
R. Karmakar, Tapati Dutta, Nikolai Lebovka, S. Tarafdar, Effect of surface roughness on the bulk properties of simulated porous media Physica A-statistical Mechanics and Its Applications. ,vol. 348, pp. 236- 244 ,(2005) , 10.1016/J.PHYSA.2004.09.011
Benoit B. Mandelbrot, The Fractal Geometry of Nature ,(1982)
O. Kärner, On nonstationarity and antipersistency in global temperature series Journal of Geophysical Research. ,vol. 107, pp. 4415- ,(2002) , 10.1029/2001JD002024
M. G. Kendall, A. Stuart, The Advanced Theory of Statistics. The Statistician. ,vol. 18, pp. 163- ,(1968) , 10.2307/2986781
Donald L. Turcotte, Fractals and Chaos in Geology and Geophysics fcgg. pp. 412- ,(1997)