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<front>
<journal-meta>
<journal-id journal-id-type="publisher">NPG</journal-id>
<journal-title-group>
<journal-title>Nonlinear Processes in Geophysics</journal-title>
<abbrev-journal-title abbrev-type="publisher">NPG</abbrev-journal-title>
<abbrev-journal-title abbrev-type="nlm-ta">Nonlin. Processes Geophys.</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">1607-7946</issn>
<publisher><publisher-name>Copernicus Publications</publisher-name>
<publisher-loc>Göttingen, Germany</publisher-loc>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.5194/npg-16-299-2009</article-id>
<title-group>
<article-title>Investigating the multifractality of point precipitation in the Madeira archipelago</article-title>
</title-group>
<contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>de Lima</surname>
<given-names>M. I. P.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>de Lima</surname>
<given-names>J. L. M. P.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
</contrib-group><aff id="aff1">
<label>1</label>
<addr-line>Department of Forestry, ESAC/Polytechnic Institute of Coimbra, 3040-316 Coimbra, Portugal</addr-line>
</aff>
<aff id="aff2">
<label>2</label>
<addr-line>Institute of Marine Research – Coimbra Interdisciplinary Centre, Coimbra, Portugal</addr-line>
</aff>
<aff id="aff3">
<label>3</label>
<addr-line>Department of Civil Engineering, Faculty of Science and Technology – Campus 2, University of Coimbra, 3030-788 Coimbra, Portugal</addr-line>
</aff>
<pub-date pub-type="epub">
<day>15</day>
<month>04</month>
<year>2009</year>
</pub-date>
<volume>16</volume>
<issue>2</issue>
<fpage>299</fpage>
<lpage>311</lpage>
<permissions>
<copyright-statement>Copyright: &#x000a9; 2009 M. I. P. de Lima</copyright-statement>
<copyright-year>2009</copyright-year>
<license license-type="open-access">
<license-p>This work is licensed under the Creative Commons Attribution 3.0 Unported License. To view a copy of this licence, visit <ext-link ext-link-type="uri"  xlink:href="https://creativecommons.org/licenses/by/3.0/">https://creativecommons.org/licenses/by/3.0/</ext-link></license-p>
</license>
</permissions>
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<self-uri xlink:href="https://npg.copernicus.org/articles/16/299/2009/npg-16-299-2009.pdf">The full text article is available as a PDF file from https://npg.copernicus.org/articles/16/299/2009/npg-16-299-2009.pdf</self-uri>
<abstract>
<p>The purpose of this work is to contribute to a better
understanding of the variability of precipitation in the Madeira
archipelago. This archipelago is located in the Atlantic subtropical belt
under the direct influence of the Azores high pressure system. It is formed
by Madeira Island (728 km&lt;sup&gt;2&lt;/sup&gt;) and Porto Santo Island (42 km&lt;sup&gt;2&lt;/sup&gt;) and by
two other groups of very small inhabited islands. The complex topography of
the islands in the Madeira archipelago and their small size play a crucial
role in the local precipitation regime, which is marked by high spatial
variability.
&lt;br&gt;&lt;/br&gt;
This paper explores the invariance of properties manifested across scales
and determines the fractal and multifractal behaviour observed in the
temporal structure of precipitation using daily and 10-min time series
from several locations scattered over the main islands. The period covered
by the precipitation records is 34 years for the daily data and almost 4
months for the 10-min data. The results show that the temporal structure
of precipitation in the Madeira Archipelago exhibits scale-invariant and
multifractal properties. The empirical exponent functions describing the
scaling statistical properties of the precipitation intensity were
characterized using multifractal parameters; these parameters are increasing
our awareness of the dynamics of this process in these islands.</p>
</abstract>
<counts><page-count count="13"/></counts>
</article-meta>
</front>
<body/>
<back>
<ref-list>
<title>References</title>
<ref id="ref1">
<label>1</label><mixed-citation publication-type="other" xlink:type="simple"> % vor jede Referenz Bendjoudi, H., Hubert, P., Schertzer, D., and Lovejoy, S.: Multifractal point of view on rainfall intensity-duration-frequency curves, C. R. Acad. Sci. II A, 325(5), 323–326, 1997. </mixed-citation>
</ref>
<ref id="ref2">
<label>2</label><mixed-citation publication-type="other" xlink:type="simple"> % vor jede Referenz Burlando, P. and Rosso, R.: Scaling and multiscaling models of depth-duration-frequency curves for storm precipitation, J. Hydrol., 187(1–2), 45–64, 1996. </mixed-citation>
</ref>
<ref id="ref3">
<label>3</label><mixed-citation publication-type="other" xlink:type="simple"> % vor jede Referenz Davis, A., Marshak, A., Wiscombe, W., and Cahalan, R.: Multifractal characterizations of nonstationarity and intermittency in geophysical fields: Observed, retrieved, or simulated, J. Geophys. Res., 99(D4), 8055–8072, 1994. </mixed-citation>
</ref>
<ref id="ref4">
<label>4</label><mixed-citation publication-type="other" xlink:type="simple"> % vor jede Referenz Davis, A., Marshak, A., Wiscombe, W., and Cahalan, R.: Scale Invariance of Liquid Water Distributions in Marine Stratocumulus, Part I: Spectral Properties and Stationarity Issues, J. Atmos. Sci., 53, 1538–1558, 1996. </mixed-citation>
</ref>
<ref id="ref5">
<label>5</label><mixed-citation publication-type="other" xlink:type="simple"> % vor jede Referenz de Azevedo, E. B., Pereira, L. S., and Bernard Itier, B.: Modelling the local climate in island environments: water balance applications, Agr. Water Manage., 40(2–3), 393–403, 1999. </mixed-citation>
</ref>
<ref id="ref6">
<label>6</label><mixed-citation publication-type="other" xlink:type="simple"> % vor jede Referenz de Lima, M. I. P.: Multifractals and the temporal structure of rainfall, Ph.D. thesis, Wageningen Agricultural University, The Netherlands, 1998. </mixed-citation>
</ref>
<ref id="ref7">
<label>7</label><mixed-citation publication-type="other" xlink:type="simple"> % vor jede Referenz de Lima, M. I. P.: A fractal and multifractal study of hourly precipitation time series from the Netherlands, in: Hydrologic Modeling, edited by: Singh, V. P., Seo, I. W., and Sonu, J. H., Water Resources Publications, USA, 15–28, 1999. </mixed-citation>
</ref>
<ref id="ref8">
<label>8</label><mixed-citation publication-type="other" xlink:type="simple"> % vor jede Referenz de Lima, M. I. P. and Bogardi, J. J.: Multifractals in hydrological studies: the analysis of rainfall time series, in: Proceedings of the UNESCO International Conference Statistical and Bayesian Methods in Hydrological Sciences, UNESCO, Paris, France, 11–13 September 1995, Vol II, 1995. </mixed-citation>
</ref>
<ref id="ref9">
<label>9</label><mixed-citation publication-type="other" xlink:type="simple"> % vor jede Referenz de Lima, M. I. P. and Grasman, J.: Multifractal analysis of 15-min and daily rainfall from a semi-arid region in Portugal, J. Hydrol., 220, 1–11, 1999. </mixed-citation>
</ref>
<ref id="ref10">
<label>10</label><mixed-citation publication-type="other" xlink:type="simple"> % vor jede Referenz de Lima, M. I. P., Schertzer, D., Lovejoy, S., and de Lima, J. L. M. P.: Multifractals and the study of extreme precipitation events: a case study from semi-arid and humid regions in Portugal, in: Surface Water Hydrology, edited by: Singh, V. P., Al-Rashid, M., and Sherif, M. M., A. A. Balkema Publishers, Swets &amp; Zeitlinger B.V., Lisse, The Netherlands, 195–211, 2002. </mixed-citation>
</ref>
<ref id="ref11">
<label>11</label><mixed-citation publication-type="other" xlink:type="simple"> % vor jede Referenz Deidda, R.: Rainfall downscaling in a space-time multifractal framework, Water Resour. Res., 36(7), 1779–1794, 2000. </mixed-citation>
</ref>
<ref id="ref12">
<label>12</label><mixed-citation publication-type="other" xlink:type="simple"> % vor jede Referenz Deidda, R., Badas, M. G., and Piga, E.: Space-time multifractality of remotely sensed rainfall fields, J. Hydrol., 322, 2–13, 2006. </mixed-citation>
</ref>
<ref id="ref13">
<label>13</label><mixed-citation publication-type="other" xlink:type="simple"> % vor jede Referenz Douglas, E. M. and Barros, A. P.: Probable Maximum Precipitation estimation using multifractals: Application in the Eastern United States, J. Hydrometeorol., 4, 1012–1024, 2003. </mixed-citation>
</ref>
<ref id="ref14">
<label>14</label><mixed-citation publication-type="other" xlink:type="simple"> % vor jede Referenz Falconer, K. J.: Fractal geometry: mathematical foundations and applications, John Wiley &amp; Sons, Chichester, England, 288 pp., 1990. </mixed-citation>
</ref>
<ref id="ref15">
<label>15</label><mixed-citation publication-type="other" xlink:type="simple"> % vor jede Referenz Feder, J.: Fractals, Plenum Press, New York, 283 pp., 1988. </mixed-citation>
</ref>
<ref id="ref16">
<label>16</label><mixed-citation publication-type="other" xlink:type="simple"> % vor jede Referenz Fraedrich, K. and Larnder, C.: Scaling regimes of composite rainfall time series, Tellus, 45A(4), 289–298, 1993. </mixed-citation>
</ref>
<ref id="ref17">
<label>17</label><mixed-citation publication-type="other" xlink:type="simple"> % vor jede Referenz Frisch, U. and Parisi, G.: Fully developed turbulence and intermittency, in: Turbulence and predicability in geophysical fluid dynamics and climate dynamics, edited by: Ghil, M., Benzi, R., and Parisi, G., Proceedings of the International School of Physics &quot;Enrico Fermi&quot;, Course LXXXVIII, Italian Physical Society, North-Holland, Amsterdam. 1985 </mixed-citation>
</ref>
<ref id="ref18">
<label>18</label><mixed-citation publication-type="other" xlink:type="simple"> % vor jede Referenz Garcia-Herrera, R., Gallego, D., Hernandez, E., Gimeno, L., Ribera, P., and Calvo, N.: Precipitation trends in the Canary Islands, Int. J. Climatol., 23(2), 235–241, 2003. </mixed-citation>
</ref>
<ref id="ref19">
<label>19</label><mixed-citation publication-type="other" xlink:type="simple"> % vor jede Referenz Garcia-Herrera, R., Puyol, D. G., Martin, E. H., Presa, L. G., and Rodríguez, P. R.: Influence of the North Atlantic Oscillation on the Canary Islands Precipitation, J. Climate, 14(19), 3889–3903, 2001. </mixed-citation>
</ref>
<ref id="ref20">
<label>20</label><mixed-citation publication-type="other" xlink:type="simple"> % vor jede Referenz García-Marín, A. P., Jiménez-Hornero, F. J., and Ayuso, J. L.: Applying multifractality and the self-organized criticality theory to describe the temporal rainfall regimes in Andalusia (southern Spain), Hydrol. Process., 22(2), 295–308, 2007. </mixed-citation>
</ref>
<ref id="ref21">
<label>21</label><mixed-citation publication-type="other" xlink:type="simple"> % vor jede Referenz Grassberger, P.: Generalized dimensions of strange attractors, Phys. Rev. Lett., 97A(6), 227–230, 1983. </mixed-citation>
</ref>
<ref id="ref22">
<label>22</label><mixed-citation publication-type="other" xlink:type="simple"> % vor jede Referenz Halsey, T. C., Jensen, M. H., Kadanoff, L. P., Procaccia, I., and Shraiman, B. I.: Fractal measures and their singularities: the characterization of strange sets, Phys. Rev. Lett., 33A(2), 1141–1151, 1986. </mixed-citation>
</ref>
<ref id="ref23">
<label>23</label><mixed-citation publication-type="other" xlink:type="simple"> % vor jede Referenz Harris, D., Menabde, M., Seed, A., and Austin, G.: Multifractal characterization of rain fields with a strong orographic influence, J. Geophys. Res., 101(D21), 26405–26414, 1996. </mixed-citation>
</ref>
<ref id="ref24">
<label>24</label><mixed-citation publication-type="other" xlink:type="simple"> % vor jede Referenz Hastings, H. M. and Sugihara, G.: Fractals: a user&apos;s guide for the natural sciences, Oxford University Press, Oxford, UK, 235 pp., 1993. </mixed-citation>
</ref>
<ref id="ref25">
<label>25</label><mixed-citation publication-type="other" xlink:type="simple"> % vor jede Referenz Hentschel, H. G. E. and Procaccia, I.: The infinite number of generalized dimensions of fractals and strange attractors, Physica, 8D, 435–444, 1983. </mixed-citation>
</ref>
<ref id="ref26">
<label>26</label><mixed-citation publication-type="other" xlink:type="simple"> % vor jede Referenz Hubert, P.: Analyse multifractale de champs temporels d&apos;intensité des précipitations, in: Proceedings of Rencontres hydrologiques FrancoRoumaines, UNESCO, Paris, 3–6 September 1991, SC/92/WS/48, 379–386, 1992. </mixed-citation>
</ref>
<ref id="ref27">
<label>27</label><mixed-citation publication-type="other" xlink:type="simple"> % vor jede Referenz Hubert, P.: Fractals et multifractals appliqués à l&apos;étude de la variabilité temporelle des précipitations, in: Space and time scale variability and interdependencies in hydrological processes, edited by: Feddes, R. A., Cambridge University Press, UK, 175–181, 1995. </mixed-citation>
</ref>
<ref id="ref28">
<label>28</label><mixed-citation publication-type="other" xlink:type="simple"> % vor jede Referenz Hubert, P. and Carbonnel, J.-P.: Dimensions fractales de l&apos;occurrence de pluie en climat soudano-sahélien, Hydrologie Continental, 4(1), 3–10, 1989. </mixed-citation>
</ref>
<ref id="ref29">
<label>29</label><mixed-citation publication-type="other" xlink:type="simple"> % vor jede Referenz Hubert, P. and Carbonnel, J.-P.: Fractal characterization of intertropical precipitations variability and anisotropy, in: Non-linear variability in Geophysics: scaling and fractals, edited by: Schertzer, D. and Lovejoy, S., Kluwer Academic Publishers, The Netherlands, 209–213, 1991. </mixed-citation>
</ref>
<ref id="ref30">
<label>30</label><mixed-citation publication-type="other" xlink:type="simple"> % vor jede Referenz Hubert, P., Tessier, Y., Ladoy, P., Lovejoy, S., Schertzer, D., Carbonnel, J. P., Violette, S., Desurosne, I., and Schmitt, F.: Multifractals and extreme rainfall events, Geophys. Res. Lett., 20(10), 931–934, 1993. </mixed-citation>
</ref>
<ref id="ref31">
<label>31</label><mixed-citation publication-type="other" xlink:type="simple"> % vor jede Referenz Kantelhardt, J. W.: Fractal and multifractal time series, in: Springer encyclopaedia of complexity and system science, Springer, arXiv:0804.0747v1 [physics.data-an], 2008. </mixed-citation>
</ref>
<ref id="ref32">
<label>32</label><mixed-citation publication-type="other" xlink:type="simple"> % vor jede Referenz Kantelhardt, J. W., Koscielny-Bunde, E., Rybski, D., Braun, P., Bunde, A., and Havlin, S.: Long-term persistence and multifractality of precipitation and river runoff records, J. Geophys. Res., 111, D01106, https://doi.org/10.1029/2005JD005881, 2006. </mixed-citation>
</ref>
<ref id="ref33">
<label>33</label><mixed-citation publication-type="other" xlink:type="simple"> % vor jede Referenz Kiely, G. and Ivanova, K.: Multifractal analysis of hourly precipitation, Phys. Chem. Earth Pt. B, 24(7), 781–786, 1999. </mixed-citation>
</ref>
<ref id="ref34">
<label>34</label><mixed-citation publication-type="other" xlink:type="simple"> % vor jede Referenz Ladoy, P., Lovejoy, S., and Schertzer, D.: Extreme variability of climatological data: scaling and intermittency, in: Non-linear variability in Geophysics: scaling and fractals, edited by: Schertzer, D. and Lovejoy, S., Kluwer Academic Publishers, The Netherlands, 241–250, 1991. </mixed-citation>
</ref>
<ref id="ref35">
<label>35</label><mixed-citation publication-type="other" xlink:type="simple"> % vor jede Referenz Ladoy, P., Schmitt, F., Schertzer, D., and Lovejoy, S.: Variabilité temporelle multifractale des observations pluviométriques à Nîmes, C. R. Acad. Sci. II, 317, 775–782, 1993. </mixed-citation>
</ref>
<ref id="ref36">
<label>36</label><mixed-citation publication-type="other" xlink:type="simple"> % vor jede Referenz Langousis, A. and Veneziano, D.: Intensity-duration-frequency curves from scaling representations of rainfall, Water Resour. Res., 43, W02422, https://doi.org/10.1029/2006WR005245, 2007. </mixed-citation>
</ref>
<ref id="ref37">
<label>37</label><mixed-citation publication-type="other" xlink:type="simple"> % vor jede Referenz Lavallée, D., Schertzer, D., and Lovejoy, S.: On the determination of the codimension function, in: Non-linear variability in Geophysics: scaling and fractals, edited by: Schertzer, D. and Lovejoy, S., Kluwer Academic Publishers, The Netherlands, 99–110, 1991. </mixed-citation>
</ref>
<ref id="ref38">
<label>38</label><mixed-citation publication-type="other" xlink:type="simple"> % vor jede Referenz Lovejoy, S. and Schertzer, D.: Multifractals, universality classes and satellite and radar measurements of cloud and rain fields, J. Geophys. Res., 95(D3), 2021–2034, 1990. </mixed-citation>
</ref>
<ref id="ref39">
<label>39</label><mixed-citation publication-type="other" xlink:type="simple"> % vor jede Referenz Lovejoy, S. and Schertzer, D.: Multifractal analysis techniques and the rain and cloud fields from 10&lt;sup&gt;&amp;minus;3&lt;/sup&gt; to 10$^6$ m, in: Non-linear variability in Geophysics: scaling and fractals, edited by: Schertzer, D. and Lovejoy, S., Kluwer Academic Publishers, The Netherlands, 111–144, 1991. </mixed-citation>
</ref>
<ref id="ref40">
<label>40</label><mixed-citation publication-type="other" xlink:type="simple"> % vor jede Referenz Lovejoy, S. and Schertzer, D.: Multifractals and rain, in: New Uncertainty Concepts in Hydrology and Water Resources, edited by: Kundzewicz, Z. W., Cambridge University Press – UNESCO International Hydrology Series, New York, 61–103, 1995. </mixed-citation>
</ref>
<ref id="ref41">
<label>41</label><mixed-citation publication-type="other" xlink:type="simple"> % vor jede Referenz Lovejoy, S. and Schertzer, D.: Scaling and multifractal fields in the solid earth and topography, Nonlin. Processes Geophys., 14, 465–502, 2007. </mixed-citation>
</ref>
<ref id="ref42">
<label>42</label><mixed-citation publication-type="other" xlink:type="simple"> % vor jede Referenz Lovejoy, S., Lilley, M., Desaulniers-Soucy, N., and Schertzer, D.: Large particle number limit in rain, Phys. Rev. E, 68, 025301, https://doi.org/ 10.1103/PhysRevE.68.025301, 2003. </mixed-citation>
</ref>
<ref id="ref43">
<label>43</label><mixed-citation publication-type="other" xlink:type="simple"> % vor jede Referenz Mandelbrot, B.: Possible refinement of the lognormal hypothesis concerning the distribution of energy dissipation in intermittent turbulence, in: Statistical Models and Turbulence, Lect. Notes in Phys., 12, 333–351, 1972. </mixed-citation>
</ref>
<ref id="ref44">
<label>44</label><mixed-citation publication-type="other" xlink:type="simple"> % vor jede Referenz Mandelbrot, B.: Intermittent turbulence in self-similar cascades: divergence of high moments and dimension of the carrier, J. Fluid Mech., 62, 331–358, 1974. </mixed-citation>
</ref>
<ref id="ref45">
<label>45</label><mixed-citation publication-type="other" xlink:type="simple"> % vor jede Referenz Mandelbrot, B.: Fractals: form, chance and dimension, Freeman, San Francisco, 365 pp., 1977. </mixed-citation>
</ref>
<ref id="ref46">
<label>46</label><mixed-citation publication-type="other" xlink:type="simple"> % vor jede Referenz Mandelbrot, B.: The fractal geometry of nature, Freeman, San Francisco, 460 pp., 1982. </mixed-citation>
</ref>
<ref id="ref47">
<label>47</label><mixed-citation publication-type="other" xlink:type="simple"> % vor jede Referenz Marshak, A., Davis, A., Wiscombe, W., and Cahalan, R.: Scale Invariance in Liquid Water Distributions in Marine Stratocumulus. Part II: Multifractal Properties and Intermittency Issues, J. Atmos. Sci., 54(11), 1423–1444, 1997. </mixed-citation>
</ref>
<ref id="ref48">
<label>48</label><mixed-citation publication-type="other" xlink:type="simple"> % vor jede Referenz Marzol, M. V., Yanes, A., Romero, C., de Azevedo, E. B., Prada, S., and Martins, A.: Caratéristiques des précipitations dans les îles de la Macaronesia (Açores, Madére, Canaries et Cap Vert), in: Proceedings of XIX Colloque de l&apos;Association Internationale de Climatologie, Épernay, France, 415–420, 2006a. </mixed-citation>
</ref>
<ref id="ref49">
<label>49</label><mixed-citation publication-type="other" xlink:type="simple"> % vor jede Referenz Marzol, M. V., Yanes, A., Romero, C., de Azevedo, E. B., Prada, S., and Martins, A.: Los riesgos de las lluvias torrenciales en las islas de la Macaronesia Azores, Madeira, Canarias Y Cabo Verde, in: Proceedings of V Congresso de la Associación Española de Climatologia &quot;Clima, Sociedad Y Medio Ambiente&quot;, Zaragoza, Spain, 443–452, 2006b (in spanish). </mixed-citation>
</ref>
<ref id="ref50">
<label>50</label><mixed-citation publication-type="other" xlink:type="simple"> % vor jede Referenz Miranda, P. M. A., Valente, M. A., Tomé, A. R., Trigo, R., Coelho, M. F. E. S., Aguiar, A., and Azevedo, E. B.: O Clima de Portugal nos Séculos XX e XXI, in: Alterações Climáticas em Portugal Cenários, impactos e medidas de adaptação – Projecto SIAM II, edited by: Santos, F. D. and Miranda, P., Gradiva, Portugal, 49–113, 2006 (in Portuguese). </mixed-citation>
</ref>
<ref id="ref51">
<label>51</label><mixed-citation publication-type="other" xlink:type="simple"> % vor jede Referenz Nykanen, D. K. and Harris, D.: Orographic influences on the multiscale statistical properties of precipitation, J. Geophys. Res., 108(D8), 8381–8393, https://doi.org/10.1029/2001JD001518, 2003. </mixed-citation>
</ref>
<ref id="ref52">
<label>52</label><mixed-citation publication-type="other" xlink:type="simple"> % vor jede Referenz Olsson, J., Niemczynowicz, J., Berndtsson, R., and Larson, M.: An analysis of the rainfall time structure by box-counting – some practical applications, J. Hydrol., 137(1–4), 262–277, 1992. </mixed-citation>
</ref>
<ref id="ref53">
<label>53</label><mixed-citation publication-type="other" xlink:type="simple"> % vor jede Referenz Olsson, J.: Limits and characteristics of the multifractal behaviour of a high-resolution rainfall time series, Nonlin. Processes Geophys., 2, 23–29, 1995. </mixed-citation>
</ref>
<ref id="ref54">
<label>54</label><mixed-citation publication-type="other" xlink:type="simple"> % vor jede Referenz Olsson, J.: Validity and applicability of a scale-independent, multifractal relationship for rainfall, Atmos. Res., 42, 53–65, 1996. </mixed-citation>
</ref>
<ref id="ref55">
<label>55</label><mixed-citation publication-type="other" xlink:type="simple"> % vor jede Referenz Olsson, J. and Niemczynowicz, J.: Multifractal relations in rainfall data, in: Spatial and temporal variability and interdependencies among hydrological processes, edited by: Kettunen, J., Granlund, K., Paasonen-Kivekäs, M., and Sirviö, H., Proceedings of Nordic Seminar, Kirkkonummi, Finland, 14–16 September 1994, NHP Report No 36, 110–119, 1994. </mixed-citation>
</ref>
<ref id="ref56">
<label>56</label><mixed-citation publication-type="other" xlink:type="simple"> % vor jede Referenz Olsson, J. and Niemczynowicz, J.: Multifractal analysis of daily spatial rainfall distributions, J. Hydrol., 187, 29–43, 1996. </mixed-citation>
</ref>
<ref id="ref57">
<label>57</label><mixed-citation publication-type="other" xlink:type="simple"> % vor jede Referenz Onof, C., Northrop, P., Wheater, H. S., and Isham, V.: Spatiotemporal storm structure and scaling property analysis for modeling, J. Geophys. Res., 101(D21), 26415–26425, 1996. </mixed-citation>
</ref>
<ref id="ref58">
<label>58</label><mixed-citation publication-type="other" xlink:type="simple"> % vor jede Referenz Pereira, S. C., de Lima, M. I. P., and de Lima, J. L. M. P.: Teste à homogeneidade de séries de precipitação do Arquipélago da Madeira, in: Proceedings of V Congresso Ibérico sobre Gestão e Planeamento da &amp;#x00C1;gua, Fundación Nueva Cultura del Agua (FNCA), Escola Superior de Tecnologia, Campus de Gambelas, University of Algarve, Faro, Portugal, 4 to 8 December 2006, 9 pp., 2006 (in Portuguese). </mixed-citation>
</ref>
<ref id="ref59">
<label>59</label><mixed-citation publication-type="other" xlink:type="simple"> % vor jede Referenz Purdy, J. C., Harris, D., Austin, G. L., Seed, A. W., and Gray, W.: A case study of orographic rainfall processes incorporating multiscaling characterization techniques, J. Geophys. Res., 106(D8), 7837–7845, 2001. </mixed-citation>
</ref>
<ref id="ref60">
<label>60</label><mixed-citation publication-type="other" xlink:type="simple"> % vor jede Referenz Royer, J.-F., Biaou, A., Chauvin, F., Schertzer, D., and Lovejoy, S.: Multifractal analysis of the evolution of simulated precipitation over France in a climate scenario, C. R. Geosci., 340(7), 431–440, 2008. </mixed-citation>
</ref>
<ref id="ref61">
<label>61</label><mixed-citation publication-type="other" xlink:type="simple"> % vor jede Referenz Schertzer, D. and Lovejoy, S.: Elliptical turbulence in the atmosphere, in: Proceedings of the Fourth Symposium on Turbulent Shear Flows, Karlshule, West Germany, 11.1–11.8, 1983. </mixed-citation>
</ref>
<ref id="ref62">
<label>62</label><mixed-citation publication-type="other" xlink:type="simple"> % vor jede Referenz Schertzer, D. and Lovejoy, S.: Physical modeling and analysis of rain and clouds by anisotropic scaling multiplicative processes, J. Geophys. Res., 92(D8), 9693–9714, 1987. </mixed-citation>
</ref>
<ref id="ref63">
<label>63</label><mixed-citation publication-type="other" xlink:type="simple"> % vor jede Referenz Schertzer, D. and Lovejoy, S.: Multifractal simulations and analysis of clouds by multiplicative processes, Atmos. Res., 21, 337–361, 1988. </mixed-citation>
</ref>
<ref id="ref64">
<label>64</label><mixed-citation publication-type="other" xlink:type="simple"> % vor jede Referenz Schertzer, D. and Lovejoy, S.: Nonlinear geodynamical variability: multiple singularities, universality and observables, in: Non-linear variability in Geophysics: scaling and fractals, edited by: Schertzer, D. and Lovejoy, S., Kluwer Academic Publishers, The Netherlands, 41–82, 1991. </mixed-citation>
</ref>
<ref id="ref65">
<label>65</label><mixed-citation publication-type="other" xlink:type="simple"> % vor jede Referenz Sivakumar, B.: Rainfall dynamics at different temporal scales: A chaotic perspective, Hydrol. Earth Syst. Sci., 5, 645–652, 2001. </mixed-citation>
</ref>
<ref id="ref66">
<label>66</label><mixed-citation publication-type="other" xlink:type="simple"> % vor jede Referenz Svensson, C., Olsson, J., and Berndtsson, R.: Multifractal properties of daily rainfall in two different climates, Water Resour. Res., 32(8), 2463–2472, 1996. </mixed-citation>
</ref>
<ref id="ref67">
<label>67</label><mixed-citation publication-type="other" xlink:type="simple"> % vor jede Referenz Tessier, Y., Lovejoy, S., and Schertzer, D.: Universal multifractals: theory and observations for rain and clouds, in: Proceedings of the 11th International Conference on Clouds and Precipitation, Montreal, Canada, 2, 1098–1101, 1992. </mixed-citation>
</ref>
<ref id="ref68">
<label>68</label><mixed-citation publication-type="other" xlink:type="simple"> % vor jede Referenz Tessier, Y., Lovejoy, S., and Schertzer, D.: Universal multifractals: theory and observations for rain and clouds, J. Appl. Meteorol., 32(2), 223–250, 1993. </mixed-citation>
</ref>
<ref id="ref69">
<label>69</label><mixed-citation publication-type="other" xlink:type="simple"> % vor jede Referenz Tessier, Y., Lovejoy, S., Hubert, P., Schertzer, D., and Pecknold, S.: Multifractal analysis and modeling of rainfall and river flows and scaling, causal transfer functions, J. Geophys. Res., 101(D21), 26427–26440, 1996. </mixed-citation>
</ref>
<ref id="ref70">
<label>70</label><mixed-citation publication-type="other" xlink:type="simple"> % vor jede Referenz Veneziano, D. and Furcolo, P.: Multifractality of rainfall and scaling of intensity-duration-frequency curves, Water Resour. Res., 38(12), 1306–1317, 2002. </mixed-citation>
</ref>
<ref id="ref71">
<label>71</label><mixed-citation publication-type="other" xlink:type="simple"> % vor jede Referenz Veneziano, D. and Langousis, A.: The areal reduction factor: A multifractal analysis, Water Resour. Res., 41, W07008, https://doi.org/10.1029/2004WR003765, 2005. </mixed-citation>
</ref>
<ref id="ref72">
<label>72</label><mixed-citation publication-type="other" xlink:type="simple"> % vor jede Referenz Veneziano, D., Langousis, A., and Furcolo, P.: Multifractality and rainfall extremes: A review, Water Resour. Res., 42, W06D15, https://doi.org/10.1029/2005WR004716, 2006. </mixed-citation>
</ref>
<ref id="ref73">
<label>73</label><mixed-citation publication-type="other" xlink:type="simple"> % vor jede Referenz Venugopal V., Roux, S. G., Foufoula-Georgiou, E., and Arneodo, A.: Revisiting multifractality of high-resolution temporal rainfall using a wavelet-based formalism, Water Resour. Res., 42, W06D14, https://doi.org/10.1029/2005WR004489, 2006. </mixed-citation>
</ref>
</ref-list>
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