MULTIFRACTAL SPECTRUM ESTIMATIVES FOR HOURLY RAINFALL AT COLOMBIA TROPICAL COLOMBIAN ANDES
PDF (Español (España))

How to Cite

Gómez, J. D., & Poveda, G. (2023). MULTIFRACTAL SPECTRUM ESTIMATIVES FOR HOURLY RAINFALL AT COLOMBIA TROPICAL COLOMBIAN ANDES. Revista De La Academia Colombiana De Ciencias Exactas, Físicas Y Naturales, 32(125), 483–502. https://doi.org/10.18257/raccefyn.32(125).2008.2317

Downloads

Download data is not yet available.

Most read articles by the same author(s)

Métricas Alternativas


Dimensions

Abstract

The multifractal spectrum, f(α), was estimated for hourly rainfall records of 47 gauges located at the tropical Andes of Colombia using five different methodologies. All of these methodologies were applied to binomial measures, which have a well known theoretical multi­fractal spectrum. From the results, it is possible to conclude the following: (i) all methodolo­gies have satisfactory results in the estimation of f(α) for the synthetic binomial measures (ii) the five methodologies showed different estimations for the rainfall time series spectrum; (iii) the multifractal strength, Δα, showed a wide range of values, varying from 0.66 to 7.4 (iv) the Renyi exponent, T(q), could be represented by a simple two-parameter model, which is based on a generalized version of the multiplicative cascade model; and (v) no clear re­lationship between the parameters used in this research and elevation was found. Finally, a discussion about the characteristics of the models and problems in the spectrum estimation for hourly time series is presented.

https://doi.org/10.18257/raccefyn.32(125).2008.2317

Keywords

Multifractals | Modelling | Precipitation | Tropical Andes | Colombia
PDF (Español (España))

References

Adeli, H. & S. L. Hung (1995), Machine learning. Neu­ral networks, genetic algorithms and fuzzy systems, .John Wiley and Sons, Canada.

Agudelo P., P. Arias, & L. Salazar (2001), Caracterización del ciclo diurno de precipitación en los Andes tropi­cales de Colombia. Región Centro, Tesis Ingeniería Civil, Universidad Nacional de Colombia, Facultad de Minas.

Álvarez, F. & V. Toro (2001), Caracterización del ciclo diurno de precipitación en los Andes tropicales de Colombia. Región Sur, Tesis Ingeniería Civil, Universidad Nacional de Colombia, Facultad de Minas.

Barnsley, M.F. (1993), Fractals Everywhere, 2nd ed., Aca­demic Press, San Diego.

Billingsley, P. (1965), In Ergodic Theory and Information, Wiley, New York.

Braun, E. (1996), Caos, fractales y cosas raras. Fondo de Cultura Económica, México.

Chhabra, A. & R. Jensen (1989), Direct determination of the f singularity spectrum, Physical Review Letters, 62{12), 1372-1330.

Sreenivasan (1989), Direct determination of the f sin­gularity spectrum and its applications to fully developed turbulence, Physical Review A, 40(9), 5284-5294.

Chorin, A. (1994), Vorticity and Turbulence, Springer­ Verlag, New York.

Courant R. & D. Hilbert (1953), Methods of Mathemat­ ical Physics, Vol. 1, Interscience Publishers, New York.

de Lima M. l. P & J. Grasman (1999), Multifractal anal­ ysis of 15-min and daily rainfall from a semi-arid region in Portugal. Journal of Hydrology, 220, 1-11.

Douglas, E. M. & A. P. Barros (2003), Probable max­imum precipitation estimation using multifractals: Appli­cation in the eastern United States, Journal of Hidrome­ teorology, 1012-1024.

Flores, C. (2004), Multiplicative casca.de rnodels for rain in hydro-meteorological disasters risk management, ASTIN­Kolloquium, Bergen, Norway.

Grassberger, P., R. Badii, & A. Politi, (1988), Scaling aws for invariant measures on hyperbolic and nonhyper bolic atractors, Physics and Astronomy, 51, 135 -178.

Gupta V. K. & E. Waymire (1993), A statistical analysis of rnesoscale rainfall as a random cascade. Journal of Applied Meteorology, 32, 251-267.

Harris, D., M. Menabde, A. Seed & G. Austin (1996), Multifractal characterization of rain fields with a strong orographic influence, Jo·urnal of Geophysical Research, D21. 101, 405-26.

Kantelhardt, J. W., D. Rybsky, S. Zschiegner, P. Braun, E. Koscielny-Bunde, V. Livina, S. Havlin, & A. Bunde (200:3), Multifractality of river runoff and precipitation: comparison of fluctuation analysis and wavelet rnethods, Physica A, 330, 240-245.

Koscielny-Bunde, E., J. Kantelhardt, P. Braun, A. Bunde, & S. Havlin (2006), Long-term persistence and multifractality of river runoff records: Detrended fluctua­tion studies, Journal of Hydrology, 322 {1--4), 120-137.

Mandelbrot, B. (1989), Multifractal mea.sures especially for the geophysicist, PAGEOPH, 131(12), 38. Mandelbrot, B. (1990), Negative fractal dimensions and multifractals, Physica A, 163, 10.

Mandelbrot, B. (2003), Multifractal power law distributions: Negative and critica! dimensions and other anom­alies, explained by a simple example, Journal of Statistical Physics, 11 O, 739 -77 4.

Mesa O. J.& Poveda G. (1993), The Hurst effect: The scale of fluctuation approach, Water Resources Research, 29, 3995-4002.

Mesa O., G. Poveda & L. Carvajal (1997), Introducción al Clima de Colomb-ia. Universidad Nacional de Colombia, Facultad de Minas.

Montgomery, D. & G. Runger (1996), Probabilidad y es­tadística aplicadas a la ingeniería, McGraw-Hill, Mexico. p, 1000.

Moreno, H. & G. Poveda (2004), Colas pesadas en el análisis probabilistico de la lluvia y exponente de Hurst durante las fases del ENSO, XVI Seminario Nacional de Hidráulica e Hidrología.

Olsson, J. (1995), Limits and characteristics of the multifractal behavior of a high-resolution rainfall time series, Nonlinear Processes in Geophysics, 2, 23--29.

Olsson, J. & J. Niemczynowicz (1996), Multifractal analysis of daily spatial rainfall distributions, J. Hydrol. 187, 29-43.

Ott, E., W. D. Withers, & J. A. Yorke, (1984), Is the dimension of chaotic attractors invariant under coordinate hanges?, Journal of Statistical Physics, 36, 687-697.

Peitgen, H., H. Jürgens, & D. Saupe (1992), Chaos and Fractals New Frontiers of Science ( Appendix B. Multifrac­tal Measures), Hamilton Printing Co., Ncw York.

Poveda, G., O. Mesa, L. Salazar, P. Arias, H. Moreno, S. Viera, P. Agudelo, V. Toro, & J. Álvarez (2005), Thc diurna! cycle of prccipitation in thc tropical Andes of Colombia, M onthly W eather Review, 133, 228-240.

Schertzer, D. & S. Lovejoy (1996), Notes and correspondence. universal multifractals do exist!: Comments on sta­tistical analysis of mcsoscale rainfall as a random cascadc, Journal of Applied Meteorology 136, 1296-1303.

Schertzer, D., P. Hubert & S. Lovejoy (2003), Scaling, Multifractals and Predictions in Ungaged Basins: Wherc We'vc Been, Where We're Going?, in Prediction of Un­gauged Basins, An IAHS Initiative, Eds. P. Hubert et al. , IAHS Press, Wallingford UK.

Schertzer, D., S. Lovejoy, F. Schmitt, Y. Chigirin­skaya, & D. Marsan (1997), Multifractal cascade dy­namics and turbulent intermittency. Fractals, 5, 427-471.

Seuront, L., F. Schmitt, Y. Lagadeuc, D. Schertzer & S. Lovejoy (1999), Universal Multifractal Analysis as a too! to characterize multiscale intermittent patterns: ex­ample of phytoplankton distribution in turbulcnt coastal waters, Journal of Plankton Research, 21, 877-922.

Sivakumar, B. (2001), Is a chaotic multi-fractal approach for rainfall possible?, Hydrological Processes, 15, 943--955.

Svensson, C., J. Olsson & R. Berndtsson (1996), Multi­fractal properties of daily rainfall in two different climates, Water Resources Research, 32, 2463-2472.

Tessier, Y., S. Lovejoy, & D. Schertzer (1993), Uni­versal multifractals: Theory and observations for rain and clouds, Journal of Applied Meteorology, 223-250.

Vieira S. & H. Moreno (2001), Caracterizaóón del ciclo dforno de precipitación en los Andes tropicales de Colom­bia. Región Sur, Tesis Ingeniería Civil, Universidad Na­cional de Colombia, Facultad de Minas.

Creative Commons License

This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

Copyright (c) 2023 Revista de la Academia Colombiana de Ciencias Exactas, Físicas y Naturales