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<article language="en">
	<journal>
		<journal_title>Natural Hazards and Earth System Science</journal_title>
		<journal_url>www.nat-hazards-earth-syst-sci.net</journal_url>
		<issn>1561-8633</issn>
		<eissn>1684-9981</eissn>
		<volume_number>10</volume_number>
		<issue_number>3</issue_number>
		<publication_year>2010</publication_year>
	</journal>
	<doi>10.5194/nhess-10-447-2010</doi>
	<article_url>http://www.nat-hazards-earth-syst-sci.net/10/447/2010/</article_url>
	<abstract_html>http://www.nat-hazards-earth-syst-sci.net/10/447/2010/nhess-10-447-2010.html</abstract_html>
	<fulltext_pdf>http://www.nat-hazards-earth-syst-sci.net/10/447/2010/nhess-10-447-2010.pdf</fulltext_pdf>
	<start_page>447</start_page>
	<end_page>458</end_page>
	<publication_date>2010-03-11</publication_date>
	<article_title content_type="html">Rainfall thresholds for the possible occurrence of landslides in Italy</article_title>
	<authors>
		<author numeration="1" affiliations="1">
			<name>M. T. Brunetti</name>
			<email>mariateresa.brunetti@irpi.cnr.it</email>
		</author>
		<author numeration="2" affiliations="1">
			<name>S. Peruccacci</name>
		</author>
		<author numeration="3" affiliations="1">
			<name>M. Rossi</name>
		</author>
		<author numeration="4" affiliations="2">
			<name>S. Luciani</name>
		</author>
		<author numeration="5" affiliations="2">
			<name>D. Valigi</name>
		</author>
		<author numeration="6" affiliations="1">
			<name>F. Guzzetti</name>
		</author>
	</authors>
	<affiliations>
		<affiliation numeration="1" content_type="html">Istituto di Ricerca per la Protezione Idrogeologica, Consiglio Nazionale delle Ricerche, via Madonna Alta 126, 06128 Perugia, Italy</affiliation>
		<affiliation numeration="2" content_type="html">Dipartimento di Scienze della Terra, Università degli Studi di Perugia, piazza dell&apos;Università 1, 06123 Perugia, Italy</affiliation>
	</affiliations>
	<abstract content_type="html">In Italy, rainfall is the primary trigger of landslides that frequently cause
fatalities and large economic damage. Using a variety of information sources,
we have compiled a catalogue listing 753 rainfall events that have resulted
in landslides in Italy. For each event in the catalogue, the exact or
approximate location of the landslide and the time or period of initiation of
the slope failure is known, together with information on the rainfall
duration &lt;i&gt;D&lt;/i&gt;, and the rainfall mean intensity &lt;i&gt;I&lt;/i&gt;, that have resulted in the
slope failure. The catalogue represents the single largest collection of
information on rainfall-induced landslides in Italy, and was exploited to
determine the minimum rainfall conditions necessary for landslide occurrence
in Italy, and in the Abruzzo Region, central Italy. For the purpose, new
national rainfall thresholds for Italy and new regional rainfall thresholds
for the Abruzzo Region were established, using two independent statistical
methods, including a Bayesian inference method and a new Frequentist
approach. The two methods proved complementary, with the Bayesian method more
suited to analyze small data sets, and the Frequentist method performing
better when applied to large data sets. The new regional thresholds for the
Abruzzo Region are lower than the new national thresholds for Italy, and
lower than the regional thresholds proposed in the literature for the
Piedmont and Lombardy Regions in northern Italy, and for the Campania Region
in southern Italy. This is important, because it shows that landslides in
Italy can be triggered by less severe rainfall conditions than previously
recognized. The Frequentist method experimented in this work allows for the
definition of multiple minimum rainfall thresholds, each based on a different
exceedance probability level. This makes the thresholds suited for the design
of probabilistic schemes for the prediction of rainfall-induced landslides. A
scheme based on four probabilistic thresholds is proposed. The four
thresholds separate five fields, each characterized by different rainfall
intensity-duration conditions, and corresponding different probability of
possible landslide occurrence. The scheme can be implemented in landslide
warning systems that operate on rainfall thresholds, and on precipitation
measurements or forecasts.</abstract>
	<references>
		<reference numeration="1" content_type="text"> Abramowitz, M. and Stegun, I. A. (Eds.): Handbook of Mathematical Functions with Formulas, Graphs, and Mathematical Tables, 10th edn., National Bureau of Standards, John Wiley and Sons, 1972. </reference>
		<reference numeration="2" content_type="text"> Aleotti, P.: A warning system for rainfall-induced shallow failures, Eng. Geol., 73, 247–265, 2004. </reference>
		<reference numeration="3" content_type="text"> Allchin, D.: Error Types, Perspectives on Science, 9(1), 38–58, 2001. </reference>
		<reference numeration="4" content_type="text"> Bacchini, M. and Zannoni, A.: Relations between rainfall and triggering of debris-flow: case study of Cancia (Dolomites, Northeastern Italy), Nat. Hazards Earth Syst. Sci., 3, 71–79, 2003. </reference>
		<reference numeration="5" content_type="text"> Bolley, S. and Oliaro, P.: Analisi dei debris flows in alcuni bacini campione dell&apos;Alta Val Susa, Geoingegneria Ambientale e Mineraria, March, 69–74, 1999 (in Italian). </reference>
		<reference numeration="6" content_type="text"> Brunetti, M. T., Peruccacci, S., Rossi, M., Guzzetti, F., Reichenbach, P., Ardizzone, F., Cardinali, M., Mondini, A., Salvati, P., Tonelli, G., Valigi, D., and Luciani, S.: A prototype system to forecast rainfall induced landslides in Italy, in: Proceedings of the 1st Italian Workshop on Landslides, edited by: Picarelli, L., Tommasi, P., Urciuoli, G., and Versace, P., Rainfall-Induced Landslides: mechanisms, monitoring techniques and nowcasting models for early warning systems, Naples, 1, 157–161, 2009. </reference>
		<reference numeration="7" content_type="text"> Caine, N.: The rainfall intensity-duration control of shallow landslides and debris flow, Geogr Ann A, 62, 23–27, 1980. </reference>
		<reference numeration="8" content_type="text"> Calcaterra, D., Parise, M., Palma, B., and Pelella, L.: The influence of meteoric events in triggering shallow landslides in pyroclastic deposits of Campania, Italy, in: Proceedings of the 8th International Symposium on Landslides, edited by: Bromhead, E., Dixon, N., and Ibsen, M. L., A A Balkema, Cardiff, 1, 209–214, 2000. </reference>
		<reference numeration="9" content_type="text"> Cancelli, A. and Nova, R.: Landslides in soil debris cover triggered by rainstorms in Valtellina (central Alps – Italy), in: Proceedings of the 4th International Conference and Field Workshop on Landslides, The Japan Geological Society, Tokyo, 267–272, 1985. </reference>
		<reference numeration="10" content_type="text"> Cardinali, M., Ardizzone, F., Galli, M., Guzzetti, F., and Reichenbach, P.: Landslides triggered by rapid snow melting, the December 1996–January 1997 event in Central Italy, in: Proceedings of the 1st EGS Plinius Conference on Mediterranean Storms, Maratea, 14–16 October 1999, edited by: Claps, P. and Siccardi, F., Editoriale Bios, Cosenza, 439–448, 2000. </reference>
		<reference numeration="11" content_type="text"> Cannon, S. H. and Gartner, J. E.: Wildfire-related debris flow from a hazards perspective, in: Debris flow hazards and related phenomena, edited by: Jakob, M. and Hungr. O., Springer, Berlin, 363–385, 2005. </reference>
		<reference numeration="12" content_type="text"> Ceriani, M., Lauzi, S., and Padovan, N.: Rainfall thresholds triggering debris-flows in the alpine area of Lombardia Region, central Alps – Italy, Proc Man and Mountain, I Conv. Intern. per la Protezione e lo Sviluppo dell&apos;ambiente montano, Ponte di Legno (BS), 123–139, 1994. </reference>
		<reference numeration="13" content_type="text"> Clarizia, M., Gullà, G., and Sorbino, G.: Sui meccanismi di innesco dei soil slip, in: Proceedings of International Conference on Prevention of Hydro-geological Hazards: The Role of Scientific Research Alba, Italy, 1, 585–597, 5–7 November 1996. </reference>
		<reference numeration="14" content_type="text"> Corominas, J.: Landslides and climate. Keynote lecture, in: Proceedings of the 8th International Symposium on Landslides, edited by: Bromhead, E., Dixon, N., and Ibsen, M. L., A A. Balkema, Cardiff, 4, 1–33, 2000. </reference>
		<reference numeration="15" content_type="text"> Crosta, G. B. and Frattini, P.: Distributed modelling of shallow landslides triggered by intense rainfall, Nat. Hazards Earth Syst. Sci., 3, 81–93, 2003. </reference>
		<reference numeration="16" content_type="text"> Crosta, G. B. and Frattini, P.: Rainfall thresholds for triggering soil slips and debris flow, in: Proceedings of the 2nd EGS Plinius Conference on Mediterranean Storms, edited by: Mugnai, A., Guzzetti, F., and Roth, G., Siena, Italy, 463–487, 16–18 October 2001. </reference>
		<reference numeration="17" content_type="text"> Cruden, D. M. and Varnes, D. J.: Landslide types and processes, in: Landslides, Investigation and Mitigation, Transportation Research Board, edited by: Turner, A. K. and Schuster, R. L., Special Report 247, Washington, DC, 36–75, 1996. </reference>
		<reference numeration="18" content_type="text"> Floris, M., Mari, M., Romeo, R. W., and Gori, U.: Modelling of landslide-triggering factors - A case study in the northern Apennines, Italy, Lect. Notes Earth Sci. 104, 745–753, 2004. </reference>
		<reference numeration="19" content_type="text"> Giannecchini, R.: Rainfall triggering soil slips in the southern Apuan Alps (Tuscany, Italy), Adv. Geosci., 2, 21–24, 2005. </reference>
		<reference numeration="20" content_type="text"> Guzzetti, F.: Landslide fatalities and evaluation of landslide risk in Italy, Eng. Geol., 58, 89–107, 2000. </reference>
		<reference numeration="21" content_type="text"> Guzzetti, F., Cardinali, M., and Reichenbach, P.: The AVI Project: A bibliographical and archive inventory of landslides and floods in Italy, Environ. Manage., 18, 623–633, 1994. </reference>
		<reference numeration="22" content_type="text"> Guzzetti, F., Peruccacci, S., Rossi, M., and Stark, C. P.: Rainfall thresholds for the initiation of landslides in central and southern Europe, Meteorol. Atmos. Phys., 98, 239–267, 2007. </reference>
		<reference numeration="23" content_type="text"> Guzzetti, F., Peruccacci, S., Rossi, M., and Stark, C. P.: The rainfall intensity-duration control of shallow landslides and debris flows: an update, Landslides, 5(1), 3–17, 2008. </reference>
		<reference numeration="24" content_type="text"> Guzzetti, F., Salvati, P., and Stark, C. P.: Evaluation of risk to the population posed by natural hazards in Italy, in: Landslide risk management, edited by: Hungr, O., Fell, R., Couture, R., and Eberhardt, E., Taylor &amp; Francis Group, London, 381–389, 2005a. </reference>
		<reference numeration="25" content_type="text"> Guzzetti, F., Stark, C. P., and Salvati, P.: Evaluation of flood and landslide risk to the population of Italy, Environ. Manage., 36(1), 15–36, 2005b. </reference>
		<reference numeration="26" content_type="text"> Guzzetti, F. and Tonelli, G.: Information system on hydrological and geomorphological catastrophes in Italy (SICI): a tool for managing landslide and flood hazards, Nat. Hazards Earth Syst. Sci., 4, 213–232, 2004. </reference>
		<reference numeration="27" content_type="text"> Hong, Y., Adler, R., and Huffman, G.: Evaluation of the potential of NASA multi-satellite precipitation analysis in global landslide hazard assessment, Geophys. Res. Lett., 33, L22402, doi:10.1029/2006GL028010, 2006. </reference>
		<reference numeration="28" content_type="text"> Innes, J. L.: Debris flows, Prog. Phys. Geogr., 7, 469–501, 1983. </reference>
		<reference numeration="29" content_type="text"> Iverson, R. M.: Landslide triggering by rain infiltration, Water Resour. Res., 36(7), 1897–1910, 2000. </reference>
		<reference numeration="30" content_type="text"> Jakob, M. and Weatherly, H.: A hydroclimatic threshold for landslide initiation on the North Shore Mountains of Vancouver, British Columbia, Geomorphology, 54, 137–156, 2003. </reference>
		<reference numeration="31" content_type="text"> Jibson, R. W.: Debris flow in southern Porto Rico, Geological Society of America, 236, 29–55, 1989. </reference>
		<reference numeration="32" content_type="text"> Keefer, D. K., Wilson, R. C., Mark, R. K., Brabb, E. E., Brown III, W. M., Ellen, S. D., Harp, E. L., Wieczorek, G. F., Alger, C. S., and Zatkin, R. S.: Real-time landslide warning during heavy rainfall, Science, 238, 921–925, 1987. </reference>
		<reference numeration="33" content_type="text"> Köppen, V. P.: Das geographische System der Klimate, in: Handbuch der Klimatologie, edited by: Köppen, W. and Geiger, R., Berlin, Gebrüder Bornträger, Band~5, Teil~C, 44~pp., 1936 (in German). </reference>
		<reference numeration="34" content_type="text"> Luino, F.: Sequence of instability processes triggered by heavy rainfall in the northern Italy, Geomorphology, 66(1–4), 13–39, 2005. </reference>
		<reference numeration="35" content_type="text"> Lunn, D. J., Thomas, A., Best, N., and Spiegelhalter, D.: WinBUGS – a Bayesian modelling framework: concepts, structure, and extensibility, Stat. Comput., 10, 325–337, 2000. </reference>
		<reference numeration="36" content_type="text"> Marchi, L., Arattano, M., and Deganutti, A. M.: Ten years of debris-flow monitoring in the Moscardo Torrent (Italian Alps), Geomorphology, 46, 1–17, 2002. </reference>
		<reference numeration="37" content_type="text"> Montgomery, D. R. and Dietrich, W. E.: A physically based model for the topographic control of shallow landsliding, Water Resour. Res., 30(4), 1153–1171, 1994. </reference>
		<reference numeration="38" content_type="text"> Reichenbach, P., Cardinali, M., De Vita, P., and Guzzetti, F.: Regional hydrological thresholds for landslides and floods in the Tiber River Basin (central Italy), Environm. Geol., 35(2–3), 146–159, 1998. </reference>
		<reference numeration="39" content_type="text"> Regione Piemonte: Eventi Alluvionali in Piemonte: 2–6 novembre 1994, 8 luglio 1996, 7–10 ottobre 1996 (in Italian), Direzione Servizi Tecnici di Prevenzione, Torino, 415~pp., 1998. </reference>
		<reference numeration="40" content_type="text"> Salvati, P., Guzzetti, F., Reichenbach, P., Cardinali, M., and Stark, C. P.: Map of landslides and floods with human consequences in Italy, Pubblication CNR GNDCI n 2822, Scale 1:1 200 000, 2003. </reference>
		<reference numeration="41" content_type="text"> Salvati, P., Bianchi, C., Rossi, M., and Guzzetti, F.: Societal landslide and flood risk in Italy, Nat. Haz. Earth Syst. Sci., in press, 2010. </reference>
		<reference numeration="42" content_type="text"> Servizio Geologico, Sismico dei Suoli: I numeri delle frane, Regione Emilia-Romagna Publisher, Bologna, 94~pp., 1999 (in Italian). </reference>
		<reference numeration="43" content_type="text"> Scott, D. W.: Multivariate Density Estimation, in: Theory, Practice and Visualization, Wiley, New York, 1992. </reference>
		<reference numeration="44" content_type="text"> Silverman, B. W.: Density Estimation, Chapman and Hall, London, 1986. </reference>
		<reference numeration="45" content_type="text"> Trewartha, G. T.: An introduction to climate, 4th edn., McGraw-Hill, New York, 408~pp., 1968. </reference>
		<reference numeration="46" content_type="text"> Trigila, A. (Ed.): Rapporto sulle frane in Italia. Il Progetto IFFI – Metodologia, risultati e rapporti regionali, APAT, Roma, 681~pp., 2007 (in Italian). </reference>
		<reference numeration="47" content_type="text"> Venables, W. N. and Ripley, B. D.: Modern Applied Statistics with S, Springer, New York, 2002. </reference>
		<reference numeration="48" content_type="text"> Wieczorek, G. F. and Glade, T.: Climatic factors influencing occurrence of debris flows, in: Debris flow hazards and related phenomena, edited by: Jakob, M. and Hungr, O., Berlin Heidelberg, Springer, 325–362, 2005. </reference>
		<reference numeration="49" content_type="text"> Wilson, R. C. and Jayko, A. S.: Preliminary maps showing rainfall thresholds for debris-flow activity, San Francisco Bay Region, California, US Geological Survey Open-File Report 97-745 F, 1997. </reference>
		<reference numeration="50" content_type="text"> Wilson, R. C. and Wieczorek, G. F.: Rainfall thresholds for the initiation of debris flow at La Honda, California, Environ. Eng. Geosci., 1(1), 11–27, 1995. </reference>
		<reference numeration="51" content_type="text"> White, E. P., Enquist, B. J., and Green, J. L.: On estimating the exponent of power-law frequency distributions, Ecology, 89(4), 905–912, doi:10.1890/07-1288.1, 2008. </reference>
		<reference numeration="52" content_type="text"> Wu, W. and Sidle, R. C.: A distributed slope stability model for steep forested basins, Water Resour. Res., 31, 2097–2110, 1995. </reference>
	</references>
</article>
