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<article language="en">
	<journal>
		<journal_title>Hydrology and Earth System Sciences</journal_title>
		<journal_url>www.hydrol-earth-syst-sci.net</journal_url>
		<issn>1027-5606</issn>
		<eissn>1607-7938</eissn>
		<volume_number>10</volume_number>
		<issue_number>4</issue_number>
		<publication_year>2006</publication_year>
	</journal>
	<doi>10.5194/hess-10-535-2006</doi>
	<article_url>http://www.hydrol-earth-syst-sci.net/10/535/2006/</article_url>
	<abstract_html>http://www.hydrol-earth-syst-sci.net/10/535/2006/hess-10-535-2006.html</abstract_html>
	<fulltext_pdf>http://www.hydrol-earth-syst-sci.net/10/535/2006/hess-10-535-2006.pdf</fulltext_pdf>
	<start_page>535</start_page>
	<end_page>552</end_page>
	<publication_date>2006-07-21</publication_date>
	<article_title content_type="html">A global evaluation of streamflow drought characteristics</article_title>
	<authors>
		<author numeration="1" affiliations="1">
			<name>A. K. Fleig</name>
			<email>a.k.fleig@geo.uio.no</email>
		</author>
		<author numeration="2" affiliations="1">
			<name>L. M. Tallaksen</name>
		</author>
		<author numeration="3" affiliations="1,2">
			<name>H. Hisdal</name>
		</author>
		<author numeration="4" affiliations="3,4">
			<name>S. Demuth</name>
		</author>
	</authors>
	<affiliations>
		<affiliation numeration="1" content_type="html">Department of Geosciences, University of Oslo, Norway</affiliation>
		<affiliation numeration="2" content_type="html">Norwegian Water Resources and Energy Directorate, Oslo, Norway</affiliation>
		<affiliation numeration="3" content_type="html">IHP/HWRP Secretariat, Koblenz, Germany</affiliation>
		<affiliation numeration="4" content_type="html">Institute of Hydrology, Albert-Ludwigs-Universität Freiburg, Germany</affiliation>
	</affiliations>
	<abstract content_type="html">How drought is characterised depends on the purpose and region of the study
and the available data. In case of regional applications or global
comparison a standardisation of the methodology to characterise drought is
preferable. In this study the threshold level method in combination with
three common pooling procedures is applied to daily streamflow series from a
wide range of hydrological regimes. Drought deficit characteristics, such as
drought duration and deficit volume, are derived, and the methods are
evaluated for their applicability for regional studies. Three different
pooling procedures are evaluated: the moving-average procedure
(MA-procedure), the inter-event time method (IT-method), and the sequent
peak algorithm (SPA). The MA-procedure proved to be a flexible approach for
the different series, and its parameter, the averaging interval, can easily
be optimised for each stream. However, it modifies the discharge series and
might introduce dependency between drought events. For the IT-method it
is more difficult to find an optimal value for its parameter, the length of
the excess period, in particular for flashy streams. The SPA can only be
recommended as pooling procedure for the selection of annual maximum series
of deficit characteristics and for very low threshold levels to ensure that
events occurring shortly after major events are recognized. Furthermore, a
frequency analysis of deficit volume and duration is conducted based on
partial duration series of drought events. According to extreme value
theory, excesses over a certain limit are Generalized Pareto (GP)
distributed. It was found that this model indeed performed better than or
equally to other distribution models. In general, the GP-model could be used
for streams of all regime types. However, for intermittent streams,
zero-flow periods should be treated as censored data. For catchments with
frost during the winter season, summer and winter droughts have to be
analysed separately.</abstract>
	<references>
		<reference numeration="1" content_type="text"> ASTHyDA: Analysis, Synthesis and Transfer of Knowledge and Tools on Hydrological Drought Assessment through a European Network, http://www.geo.uio.no/drought, 2006. </reference>
		<reference numeration="2" content_type="text"> Ben-Zvi, A.: Indices of hydrological drought in Israel, J. Hydrol., 92, 179&amp;ndash;191, 1987. </reference>
		<reference numeration="3" content_type="text"> Cancelliere, A.: Interactive comment on &quot;A global evaluation of streamflow drought characteristics&quot; by A. K. Fleig et al., Hydrol. Earth Syst. Sci. Discuss, 2, S1221&amp;ndash;S1224, 2005. </reference>
		<reference numeration="4" content_type="text"> Cancelliere, A., Ancarani, A., and Rossi, G.: Identification of drought periods on streamflow series at different time scales, in: Water Resources Management under Drought or Water Shortage Conditions, edited by: Tsiourtis, N. X., Balkema, Rotterdam, 49&amp;ndash;57, 1995. </reference>
		<reference numeration="5" content_type="text"> Clausen, B. and Pearson, C. P.: Regional frequency analysis of annual maximum streamflow drought, J. Hydrol., 173, 111&amp;ndash;130, 1995. </reference>
		<reference numeration="6" content_type="text"> Coles, S.: An Introduction to Statistical Modeling of Extreme Values, Springer Series in Statistics, Springer-Verlag, London, 2001. </reference>
		<reference numeration="7" content_type="text"> Correia, F. N., Santos, M. A., and Rodrigues, R.: Engineering risk in regional drought studies, in: Engineering, Reliability and Risk in Water Resources, edited by: Duckstein, L. and Plate, E. J., NATO ASI Series E: Applied Sciences No. 124, Martinus Ninjhoff Publ., Dordrecht, 61&amp;ndash;86, 1987. </reference>
		<reference numeration="8" content_type="text"> Engeland, K., Hisdal, H., and Frigessi, A.: Practical extreme value modeling of hydrological floods and droughts: a case study, Extremes, 7, 5&amp;ndash;30, 2004. </reference>
		<reference numeration="9" content_type="text"> EUMETSAT: Drought in Europe, available at: http://www.eumetsat.int/idcplg?IdcService=SS_GET_PAGE&amp;ssDocName=005280&amp;l=en&amp;ssTargetNodeId=115, 2006. </reference>
		<reference numeration="10" content_type="text"> EurAqua: Discussion Document: Towards a European Drought Policy, available at: http://www.euraqua.org, 2004. </reference>
		<reference numeration="11" content_type="text"> Fisher, R. A. and Tippett, L. H. C.: Limiting forms of the frequency distribution of the largest or smallest member of a sample, Proc. Cambridge Phil. Soc. 24(2), 180&amp;ndash;190, 1928. </reference>
		<reference numeration="12" content_type="text"> Haan, C. T.: Statistical Methods in Hydrology, The Iowa State University Press, Ames, Iowa, 1977. </reference>
		<reference numeration="13" content_type="text"> Hayes, M. J.: Drought Indices, available at: http://www.drought.unl.edu/whatis/indices.htm, 2005. </reference>
		<reference numeration="14" content_type="text"> Heim Jr., R. R.: A review of twentieth-century drought indices used in the United States, BAMS, 83(8), 1149&amp;ndash;1165, 2002. </reference>
		<reference numeration="15" content_type="text"> Hisdal, H., Stahl, K., Tallaksen, L. M., and Demuth, S.: Have streamflow droughts in Europe become more severe or frequent?, Int. J. Climatol., 21, 317&amp;ndash;333, 2001. </reference>
		<reference numeration="16" content_type="text"> Hisdal, H., Tallaksen, L. M., and Frigessi, A.: Handling non-extreme events in extreme value modelling of streamflow droughts, in: FRIEND 2002 &amp;ndash; Regional Hydrology: Bridging the Gap between Research and Practice, IAHS Publ. no. 274, 281&amp;ndash;288, 2002. </reference>
		<reference numeration="17" content_type="text"> Hisdal, H., Clausen, B., Gustard, A., Peters, E., and Tallaksen, L. M.: Event Definitions and Indices, in: Hydrological Drought &amp;ndash; Processes and Estimation Methods for Streamflow and Groundwater, edited by: Tallaksen, L. M. and van Lanen, H. A. J., Developments in Water Science, 48, Elsevier Science B.V., Amsterdam, 139&amp;ndash;198, 2004. </reference>
		<reference numeration="18" content_type="text"> Jakubowski, W. and Radczuk, L.: Estimation of Hydrological Drought Characteristics NIZOWKA2003 &amp;ndash; Software Manual, on accompanying CD to: Hydrological Drought &amp;ndash; Processes and Estimation Methods for Streamflow and Groundwater, edited by: Tallaksen, L. M. and van Lanen, H. A. J., Developments in Water Science, 48, Elsevier Science B.V., Amsterdam, 2004. </reference>
		<reference numeration="19" content_type="text"> Keyantash, J. and Dracup, J. A.: The quantification of drought: An evaluation of drought indices, BAMS, 83(8), 1167&amp;ndash;1180, 2002. </reference>
		<reference numeration="20" content_type="text"> Kjeldsen, T. R., Lundorf, A., and Rosbjerg, D.: Use of a two-component exponential distribution in partial duration modellingo f hydrological droughts in Zimbabwean rivers, Hydrol. Sci. J., 45(2), 285&amp;ndash;298, 2000. </reference>
		<reference numeration="21" content_type="text"> Köppen, W.: Das geographische System der Klimate, in: Handbuch der Klimatologie, edited by: Köppen, W. and Geiger, R., Verlag von Gebrüder Borntraeger, Berlin, C1&amp;ndash;C44, 1930. </reference>
		<reference numeration="22" content_type="text"> Madsen, H. and Rosbjerg, D.: On the modeling of extreme droughts, in: Modelling and Management of Sustainable Basin-scale Water Resources Systems (Proc. Boulder Symp., July 1995), IAHS Publ. no 231, 377&amp;ndash;385, 1995. </reference>
		<reference numeration="23" content_type="text"> Ovesen, N. B., Iversen, H. L., Larsen, S. L., Müller-Wohlfeil, D.-I., Svendsen, L. M., Blicher, A. S., and Jensen, P. M.: Afstrømningsforhold i danske vandløb, Danmarks Miljøundersøgelser, Faglig rapport fra DMU, 340, 2000. </reference>
		<reference numeration="24" content_type="text"> Pickands, J.: Statistical inference using extreme order statistics, Ann. Stat., 3, 119&amp;ndash;131, 1975. </reference>
		<reference numeration="25" content_type="text"> Rees, G., Marsh, T., Roald, L. Demuth, S., van Lanen, H. A. J, and Kaspárek, L.: Hydrological Data, in: Hydrological Drought &amp;ndash; Processes and Estimation Methods for Streamflow and Groundwater, edited by: Tallaksen, L. M. and van Lanen, H. A. J., Developments in Water Science, 48, Elsevier Science B.V., Amsterdam, 99&amp;ndash;138, 2004. </reference>
		<reference numeration="26" content_type="text"> Shiau, J. T. and Shen, H. W.: Recurrence analysis of hydrologic droughts of differing severity, J. Water Res. Planning and Management (ASCE), 127(1), 30&amp;ndash;40, 2001. </reference>
		<reference numeration="27" content_type="text"> Smakhtin, V. U. and Huges, D. A.: Review, automated estimation and analyses of drought indices in South Asia, Working Paper 83, International Water Management Institute, Colombo, Sri Lanka, 2004. </reference>
		<reference numeration="28" content_type="text"> Stahl, K.: Hydrological Drought &amp;ndash; a Study across Europe. PhD Thesis Albert-Ludwigs-Universität Freiburg, Freiburger Schriften zur Hydrologie no. 15, Freiburg, Germany, also available at: http://www.freidok.uni-freiburg.de/volltexte/202, 2001. </reference>
		<reference numeration="29" content_type="text"> Stedinger, J. R., Vogel, R. M., and Foufoula-Georgiou, E.: Frequency analysis of extreme events, in: Handbook of Hydrology, edited by: Maidment, D. R., McGraw-Hill, Inc., New York, NY, 18.1&amp;ndash;18.66, 1993. </reference>
		<reference numeration="30" content_type="text"> SUR in English: Alfarnatejo, available at http://canales.diariosur.es/fijas/pueblos/ingles/alfarnatejoi.htm, 2005. </reference>
		<reference numeration="31" content_type="text"> Tallaksen, L. M.: Streamflow drought frequency analysis, in: Drought and Drought Mitigation, edited by: Vogt, J. V. and Somma, F., Advances in Natural and Technological Hazards Research, vol. 14, Kluwer Academic Publishers, Dordrecht, the Netherlands, 103&amp;ndash;117, 2000. </reference>
		<reference numeration="32" content_type="text"> Tallaksen, L. M. and van Lanen, H. A. J. (Eds.): Hydrological Drought &amp;ndash; Processes and Estimation Methods for Streamflow and Groundwater, Developments in Water Sciences 48, Elsevier B.V., Amsterdam, 2004.  </reference>
		<reference numeration="33" content_type="text"> Tallaksen, L. M., Madsen, H., and Clausen, B.: On the definition and modelling of streamflow drought duration and deficit volume, Hydrol. Sci. J., 42(1), 15&amp;ndash;33, 1997. </reference>
		<reference numeration="34" content_type="text"> Tallaksen, L. M., Madsen, H., and Hisdal, H: Frequency Analysis, in: Hydrological Drought &amp;ndash; Processes and Estimation Methods for Streamflow and Groundwater, edited by: Tallaksen, L. M. and van Lanen, H. A. J., Developments in Water Science, 48, Elsevier Science B.V., Amsterdam, 199&amp;ndash;271, 2004. </reference>
		<reference numeration="35" content_type="text"> Tate, E. L. and Freeman, S. N.: Three modelling approaches for seasonal streamflow droughts in southern Africa: the use of censored data, Hydrol. Sci. J., 45(1), 27&amp;ndash;42, 2000. </reference>
		<reference numeration="36" content_type="text"> The Times: Atlas of the World &amp;ndash; Comprehensive Edition, Times Books, a division of Harper Collins Publishers, London, 1994. </reference>
		<reference numeration="37" content_type="text"> Vogel, R. M. and Stedinger, J. R.: Generalized storage-reliability-yield relationships, J. Hydrol., 89, 303&amp;ndash;327, 1987. </reference>
		<reference numeration="38" content_type="text"> Wilhite, D. A. and Glantz, M. H.: Understanding the Drought Phenomenon: The Role of Definitions, Water Int., 10, 111&amp;ndash;120, 1985. </reference>
		<reference numeration="39" content_type="text"> Woo, M. and Tarhule, A.: Streamflow droughts of northern Nigerian rivers, Hydrol. Sci. J., 39(1), 19&amp;ndash;34, 1994. </reference>
		<reference numeration="40" content_type="text"> Yevjevich, V.: An objective approach to definitions and investigations of continental hydrologic droughts, Hydrology Papers 23, Colorado State University, Fort Collins, USA, 1967. </reference>
		<reference numeration="41" content_type="text"> Yevjevich, V.: Methods for determining statistical properties of droughts, in: Coping with droughts, edited by: Yevjevich, V., da Cunha, L., and Vlachos, E., Water Resources Publications, Colorado, 22&amp;ndash;43, 1983. </reference>
		<reference numeration="42" content_type="text"> Zelenhasi\&apos;c, E. and Salvai, A.: A Method of Streamflow Drought Analysis, Water Resour. Res., 23(1), 156&amp;ndash;168, 1987. </reference>
	</references>
</article>

