<?xml version="1.0" encoding="utf-8" standalone="no"?>
<!DOCTYPE article SYSTEM "http://www.hydrol-earth-syst-sci.net/inc/hess/copernicus.dtd">
<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>13</volume_number>
		<issue_number>2</issue_number>
		<publication_year>2009</publication_year>
	</journal>
	<doi>10.5194/hess-13-79-2009</doi>
	<article_url>http://www.hydrol-earth-syst-sci.net/13/79/2009/</article_url>
	<abstract_html>http://www.hydrol-earth-syst-sci.net/13/79/2009/hess-13-79-2009.html</abstract_html>
	<fulltext_pdf>http://www.hydrol-earth-syst-sci.net/13/79/2009/hess-13-79-2009.pdf</fulltext_pdf>
	<start_page>79</start_page>
	<end_page>97</end_page>
	<publication_date>2009-02-02</publication_date>
	<article_title content_type="html">A modeling approach to assess the hydrological response of small mediterranean catchments to the variability of soil characteristics in a context of extreme events</article_title>
	<authors>
		<author numeration="1" affiliations="1">
			<name>C. Manus</name>
		</author>
		<author numeration="2" affiliations="1">
			<name>S. Anquetin</name>
			<email>sandrine.anquetin@hmg.inpg.fr</email>
		</author>
		<author numeration="3" affiliations="2">
			<name>I. Braud</name>
		</author>
		<author numeration="4" affiliations="1">
			<name>J.-P. Vandervaere</name>
		</author>
		<author numeration="5" affiliations="1">
			<name>J.-D. Creutin</name>
		</author>
		<author numeration="6" affiliations="3">
			<name>P. Viallet</name>
		</author>
		<author numeration="7" affiliations="4">
			<name>E. Gaume</name>
		</author>
	</authors>
	<affiliations>
		<affiliation numeration="1" content_type="html">LTHE, Université de Grenoble, UMR5564 (CNRS, UJF, INPG, IRD), BP 53X, 38041 Grenoble, Cedex, France</affiliation>
		<affiliation numeration="2" content_type="html">CEMAGREF, UR HHLY, 3 bis Quai Chauveau, 69336 Lyon Cedex 9, France</affiliation>
		<affiliation numeration="3" content_type="html">HYDROWIDE, 1025 Rue de la Piscine, 38600 Saint-Martin d&apos;Hères, France</affiliation>
		<affiliation numeration="4" content_type="html">Division Eau et Environnement, Laboratoire Central des Ponts et Chaussées, BP 4129 – 44341 Bouguenais Cedex, France</affiliation>
	</affiliations>
	<abstract content_type="html">This paper presents a modeling study aiming at quantifying the possible
impact of soil characteristics on the hydrological response of small ungauged
catchments in a context of extreme events. The study focuses on the September
2002 event in the Gard region (South-Eastern France), which led to
catastrophic flash-floods. The proposed modeling approach is able to take
into account rainfall variability and soil profiles variability. Its spatial
discretization is determined using Digital Elevation Model (DEM) and a soil
map. The model computes infiltration, ponding and vertical soil water
distribution, as well as river discharge. In order to be applicable to
ungauged catchments, the model is set up without any calibration and the soil
parameter specification is based on an existing soil database. The model
verification is based on a regional evaluation using 17 estimated discharges
obtained from an extensive post-flood investigation. Thus, this approach
provides a spatial view of the hydrological response across a large range of
scales. To perform the simulations, radar rainfall estimations are used at a
1 km&lt;sup&gt;2&lt;/sup&gt; and 5 min resolution. To specify the soil hydraulic
properties, two types of pedotransfer function (PTF) are compared. It is
shown that the PTF including information about soil structure reflects better
the spatial variability that can be encountered in the field. The study is
focused on four small ungauged catchments of less than 10 km&lt;sup&gt;2&lt;/sup&gt;, which
experienced casualties. Simulated specific peak discharges are found to be in
agreement with estimations from a post-event in situ investigation. Examining
the dynamics of simulated infiltration and saturation degrees, two different
behaviors are shown which correspond to different runoff production
mechanisms that could be encountered within catchments of less than
10 km&lt;sup&gt;2&lt;/sup&gt;. They produce simulated runoff coefficients that evolve in time
and highlight the variability of the infiltration capacity of the various
soil types. Therefore, we propose a cartography distinguishing between areas
prone to saturation excess and areas prone only to infiltration excess
mechanisms. The questions raised by this modeling study will be useful to
improve field observations, aiming at better understanding runoff generation
for these extreme events and examine the possibility for early warning, even
in very small ungauged catchments.</abstract>
	<references>
		<reference numeration="1" content_type="text">Anquetin, S., Manus, C., Braud, I., Viallet, P., and Boudevillain, B.: Sensitivity of the hydrological response of medium ungauged catchments to rainfall fields estimation and soil variabilities in the context of flash floods, Geophys. Res. Ab., 11, EGU2009-6614, 2009. </reference>
		<reference numeration="2" content_type="text">Ayral, P. A.: Contribution à la spatialisation du modèle opérationnel de prévision des crues éclair ALHTAIR, Approche spatiale et expérimentale. Applicaton au bassin versant du Gardon d&apos;Anduze, PhD (in French), Université de Provence (Aix-Marseille), Aix-Marseille, 311 pp., 2005. </reference>
		<reference numeration="3" content_type="text">Ayral, P. A., Sauvagnargues-Lesage, S., and Bressand, F.: Contribution à la spatialisation du modèle opérationnel de prévision des crues éclair Altha\&quot;&amp;#x0131;r, Etudes de Géographie Physique, no XXXII, 75–97, 2005. </reference>
		<reference numeration="4" content_type="text">Ayral, P. A., Sauvagnargues-Lesage, S., Gay, S., and Bressand, F.: Forecasting flash-floods with an operational model, Application in the South-East of France (Gard), in: Flood risk management in Europe: Innovation in Policy and practice. Advances in Natural and Technological hazards research, vol~25, edited by: Begum, S., Stive Marcel, J. F., and James, W., 600 p., 2006. </reference>
		<reference numeration="5" content_type="text">Beven, K. and Kirkby, M. J.: A physically-based variable contributing area model of basin hydrology, Hydrol. Sci. Bull., 24, 43–69, 1979. </reference>
		<reference numeration="6" content_type="text">Bonnifait L., Delrieu, G., Le Lay, M., Boudevillain, B., Masson, A., Belleudy, P., Gaume, E., and Saulnier, G. M.: Hydrologic and hydraulic distributed modelling with radar rainfall input – Reconstruction of the 8-9 September 2002 catastrophic flood event in the Gard region, France, Adv. Water Resour., in revision, 2009. </reference>
		<reference numeration="7" content_type="text">Borga, M., Gaume, E., Creutin, J. D., and Marchi, L.: Surveying flash floods: gauging the ungauged extremes, Hydrol. Process., 22, 3883–3885, 2008. </reference>
		<reference numeration="8" content_type="text">Boudevillain, B., Delrieu, G., Chapon, B., Kirstetter, P. E., Nicol, J. and Andrieu, H.: The Bollène-2002 experiment: innovative algorithms and evaluation of processing strategies for radar QPE in the Cévennes – Vivarais region, Proceeding of the 4th European Conference on Radar in Meteorology and Hydrology, Barcelona, 157–160, 2006. </reference>
		<reference numeration="9" content_type="text">Brakensiek, D. L, Engleman, W. L., and Rawls, W. L.: Variation within Texture Classes of Soil Water Parameters, Transactions of the asae, 24(2), 335–339, 1981. </reference>
		<reference numeration="10" content_type="text">Brakensiek, D.L. and Rawls, W. J.: Soil Containing Rock Fragments–Effects on Infiltration, Catena, 23(1–2), 99–110, 1984. </reference>
		<reference numeration="11" content_type="text">Brooks, R. H. and Corey, A. T.: Hydraulic properties of porous media, Hydrology Papers, Colorado State University, 24 pp., 1964. </reference>
		<reference numeration="12" content_type="text">Childs, E. C. and Collins-George, C.: The permeability of porous media, Proc. R. Soc., London Ser. A., 201, 393–405, 1950. </reference>
		<reference numeration="13" content_type="text">Cosby, B. J., Hornberger, G. M., Clapp, R. B., and Ginn, T. R.: A statistical exploration of the relationship of soil moisture characteristics to the physical properties of soil, Water Resour. Res., 20, 682–690, 1984. </reference>
		<reference numeration="14" content_type="text">Dehotin, J. and Braud, I.: Which spatial discretization for distributed hydrological models? Proposition of a methodology and illustration for medium to large-scale catchments, Hydrol. Earth Syst. Sci., 12, 769–796, 2008. </reference>
		<reference numeration="15" content_type="text">Delrieu, G., Ducrocq, V., Gaume, E., Nicol, J., Payrastre, O., Yates, E., Kirstetter, P. E., Andrieu, H., Ayral, P. A., Bouvier, C., Creutin, J. D., Livet, M., Anquetin, S., Lang, M., Neppel, L., Obled, C., Parent-du-Châtelet, J., Saulnier, G. M., Walpersdorf, A., and Wobrock, W.: The catastrophic flash-flood event of 8-9 September 2002 in the Gard region, France: a first case study for the Cévennes-Vivarais Mediterranean Hydro-meteorological Observatory, J. Hydrometeorol., 6, 34–52, 2005. </reference>
		<reference numeration="16" content_type="text">Dunne, T. and Black, R. D.: Partial area contributions to storm runoff in a small New England watershed, Water Resour. Res., 6(5), 1296–1311, 1970. </reference>
		<reference numeration="17" content_type="text">FAO: Guidelines for Soil Profile Description, 3rd edition (revised), Food and Agriculture Organization of the United Nations, International Soil Reference Information Centre, Land and Water Development Division, Rome, 1990. </reference>
		<reference numeration="18" content_type="text">Foody, G. M., Ghoniem, E. M., and Arnell, N. W.: Predicting locations sensitive to flash flood in an arid environement, J. Hydrol., 292(1–4), 48–58, 2004. </reference>
		<reference numeration="19" content_type="text">Gaume, E. and Bouvier, C.: Analyse hydro-pluviométrique des crues du Gard et du Vidourle des 8 et 9 septembre 2002, La Houille Blanche, 6, 99–106, doi:10.1051/lhb:200406014, 2004. </reference>
		<reference numeration="20" content_type="text">Gaume, E., Livet, M., Desbordes, M., and Villeneuve, J. P.: Hydrological analysis of the river Aude flash-flood on 12 and 13 November 1999, J. Hydrol., 286, 135–154, 2004. </reference>
		<reference numeration="21" content_type="text">Georgakakos, K. P.: Analytical results for operational flash flood guidance, J. Hydrol., 317(1–2), 81–103, doi:10.1016/j.jhydrol.2005.05.009, 2006. </reference>
		<reference numeration="22" content_type="text">Haverkamp, R., Bouraoui, F., Zammit, C., and Angulo-Jaramillo, R.: Soil Properties and Moisture Movement in the Unsaturated Zone, Handbook of Groundwater Engineering, chap 5, 1999. </reference>
		<reference numeration="23" content_type="text">Latron, J. and Gallart, F.: Seasonal dynamics of runoff-contributing areas in a small mediterranean research catchment (Vallcebre, Eastern Pyrenees), J. Hydrol., 335(1–2), 194–206, 2007. </reference>
		<reference numeration="24" content_type="text">Latron, J. and Gallart, F.: Runoff generation processes in a small Mediterranean research catchment (Vallcebre, Eastern Pyrenees), J. Hydrol., 358(3–4), 206–220, 2008. </reference>
		<reference numeration="25" content_type="text">Le Lay, M. and Saulnier, G. M.: Exploring the signature of climate and landscape spatial variabilities in flash flood events: Case of the 8–9 September 2002 Cévennes-Vivarais catastrophic event, Geophys. Res. Lett., 34(13), L13401, doi:10.1029/2007GL029746, 2007. </reference>
		<reference numeration="26" content_type="text">Marchandise, A.: Modélisation hydrologique distribuée sur le Gardon d&apos;Anduze; étude comparative de différentes modèles pluie-débit, extrapolation de la normale à l&apos;extrême et tests d&apos;hypothèses sur les processus hydrologiques, PhD (in French), Université de Montpellier II, Montpellier, 234 pp., 2007. </reference>
		<reference numeration="27" content_type="text">Morvan, X., Bruand, A., Cousin, I., Roque, J., Baran, N., and Mouvet, C.: Prédiction des propriétés de rétention en eau des sols d&apos;un bassin versant à l&apos;aide de fonctions de pédotransfert: influence de la densité apparente et de la teneur en éléments grossiers, Étude et Gestion des Sols, 11, 117–135, 2004. </reference>
		<reference numeration="28" content_type="text">Moussa, R., Chahinian, N., and Bocquillon, C.: Distributed hydrological modelling of a Mediterranean mountainous catchment – Model construction and multi-site validation, J. Hydrol., 337(1–2), 35–51, 2007. </reference>
		<reference numeration="29" content_type="text">Moussa, R. and Bocquillon, C.: Criteria for the choice of flood-routing methods in natural channels, J. Hydrol., 186, 1–30, 1996. </reference>
		<reference numeration="30" content_type="text">Muste, M., Schone, J., and Creutin, J. D.: Measurement of free-surface flow velocity using controlled surface waves, Flow Measurement and instrumentation, 16(1), 47–55, 2005. </reference>
		<reference numeration="31" content_type="text">Nalbantis, I., Obled, C., and Rodriguez, J. Y.: Unit Hydrograph and effective precipitation identification, J. Hydrol., 168(1–4), 127–157, 1995. </reference>
		<reference numeration="32" content_type="text">Piñol, J., Beven, K. J., and Freer, J.: Modelling the hydrologocal response of mediterranean catchments, Prades, Catalonia, The use of distributed models as aids to hypothesis formulation, Hydrol. Process., 11, 1287–1306, 1997. </reference>
		<reference numeration="33" content_type="text">Rawls, W. J. and Brakensiek, D. L.: Prediction of soil water properties for hydrologic modelling, edited by: Jones, E. B. and Ward, T. J., Watershed management in the eighties: proceedings of the American Society of Civil Engineers symposium, Denver, 30~April–1~May~1985. ASCE, New York, 293–299, 1985. </reference>
		<reference numeration="34" content_type="text">Reed, S., Schaake, J. and Zhang, Z. : A distributed hydrologic model and threshold frequency-based method for flash flood forecasting at ungauged locations. Journal of Hydrology, Vol. 337, Issue 3-4, 402-420, 2007. </reference>
		<reference numeration="35" content_type="text">Ross, P. J.: Modelling soil water and solute transport – Fast, simplified numerical solutions, Agronomy Journal, 95, 1352–1361, 2003. </reference>
		<reference numeration="36" content_type="text">Ruin, I., Creutin, J. D., Anquetin, S., and Lutoff, C.: Human exposure to flash-floods – Relation between flood parameter and human vulnerability during a storm of September 2002 in Southern France, J. Hydrol., 361, 199–213, 2008. </reference>
		<reference numeration="37" content_type="text">Saulnier, G.M., Beven, K. and Obled, C. : Including spatially variable effective soil depths in Topmodel, J. Hydrol., 159, 305-333, 1997. </reference>
		<reference numeration="38" content_type="text">Saulnier, G. M. and Datin, R.: Analytical solution to a bias in the TOPMODEL framework balance, Hydrol. Proc., 18, 1195–1218, 2004. </reference>
		<reference numeration="39" content_type="text">Sempere-Torres, D., Obled, C., and Rodriguez, J. Y.: Using the DPFT approach to improve flash flood forecasting model, Nat. Hazards, 5, 17–41, 1992. </reference>
		<reference numeration="40" content_type="text">Smith, R. E. and Goodrich, D. C.: Rainfall Excess Overland Flow, Encyclopedia of Hydrological Sciences, John Wiley &amp; Sons, Ltd., 1707–1718, 2005. </reference>
		<reference numeration="41" content_type="text">Travis, M. R., Elsner, G. H., Iverson, W. D., and Johnson, C. G.: VIEWIT: computation of seen areas, slope, and aspect for land-use planning, USDA F.S. Gen. Tech. Rep. PSW-11/1975, 70 p. Berkeley, California, USA, 1975. </reference>
		<reference numeration="42" content_type="text">Varado, N., Ross, P. J., Braud, I., and Haverkamp, R.: Assessment of an efficient numerical solution of the Richards&apos; equation for bare soil, J. Hydrol., 323(1–4), 244–257, 2006 </reference>
		<reference numeration="43" content_type="text">Viallet, P., Debionne, S., Braud, I., Dehotin, J., Haverkamp, R., Saâdi, Z., Anquetin, S., Branger, F., and Varado, N.: Towards multi-scale integrated hydrological models using the LIQUID framework, 7th International Conference on Hydroinformatics 2006, 4–8 September, Nice, France, Vol I, 542–549, 2006. </reference>
		<reference numeration="44" content_type="text">Vivoni, E. R., Entekhabi, D., Bras, R. L., and Ivanov, V. Y.: Controls on runoff generation and scale-dependence in a distributed hydrologic model, Hydrol. Earth Syst. Sci., 11, 1683–1701, 2007. </reference>
		<reference numeration="45" content_type="text">Wösten, J. H. M., Lilly, A., Nemes, A., and Le Bas, C.: Development and use of a database of hydraulic properties of European soilsGeoderma, 90, 169–185, 1999. </reference>
		<reference numeration="46" content_type="text">Younis, J., Anquetin, S., and Thielen, J.: The benefit of high-resolution operational weather forecasts for flash flood warning, Hydrol. Earth Syst. Sci., 12, 1039–1051, 2008. </reference>
	</references>
</article>

