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Effects of climate change on shallow landslides in a small coastal catchment in southern Italy

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Abstract

In different areas of the world, shallow landslides represent a remarkable hazard inducing fatalities and economic damages. Then, the evaluation about potential variation in frequency of such hazard under the effect of climate changes should be a priority for defining reliable adaptation measurements. Unfortunately, current performances of climate models on sub-daily scales, relevant for heavy rainfall events triggering shallow landslides, are not reliable enough to be used directly for performing slope stability analysis. In an attempt to overcome the constrains by gap in time resolution between climate and hazard models, the paper presents an integrated suitable approach for estimating future variations in shallow landslide hazard and managing the uncertainties associated with climate and sub-daily downscaling models. The approach is tested on a small basin on Amalfi coast (southern Italy). Basing on available basin scale critical rainfall thresholds, the paper outlines how the projected changes in precipitation patterns could affect local slope stability magnitude scenarios with different relevances as effect of investigated time horizon and concentration scenario. The paper concludes with qualitative evaluations on the future effectiveness of the local operative warning system in a climate change framework.

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References

  • Baum RL, Savage WZ, Godt J W (2002) TRIGRS: a Fortran program for transient rainfall infiltration and grid-based regional slope-stability analysis US geological survey open-file report. 424 38

  • Bo Z, Islam S, Eltahir EAB (1994) Aggregation-disaggregation properties of a stochastic rainfall model. Water Resour Res 30(12):3423–3435

    Article  Google Scholar 

  • Bovolin V (2012) Studio idraulico dell’evento alluvionale avvenuto ad Atrani (SA) il 9 settembre 2010 Parte I: ricostruzione dell’evento. Cooperativa Universitaria Editrice Studi, Fisciano, p 54. (in Italian)

  • Breugem WP, Hazeleger W, Haarsma RJ (2007) Mechanisms of northern tropical Atlantic variability and response to CO2 doubling. J Clim 20(11):2691–2705

    Article  Google Scholar 

  • Bucchignani E, Montesarchio M, Zollo AL, Mercogliano P (2015) High-resolution climate simulations with COSMO-CLM over Italy: performance evaluation and climate projections for the XXI century. Int J Climatol. doi:10.1002/joc.4379

    Google Scholar 

  • Buma J, Dehn M (2000) Impact of climate change on a landslide in South East France, simulated using different GCM scenarios and downscaling methods for local precipitation. Climate Research 15(1):69-81

  • Cascini L, Sorbino G, Cuomo S, Ferlisi S (2014) Seasonal effects of rainfall on the shallow pyroclastic deposits of the Campania region (southern Italy). Landslides 11(5):779–792

    Article  Google Scholar 

  • Cempid (2005) Il Sistema di Allertamento Regionale per il rischio idrogeologico e idraulico ai fini di protezione civile, Centro Funzionale per la previsione meteorologica e il monitoraggio meteo-idro-pluviometrico e delle frane. Protezione Civile Regione Campania

  • Chan SC, Kendon EJ, Fowler HJ, Blenkinsop S, Roberts NM (2014) Projected increases in summer and winter UK sub-daily precipitation extremes from high-resolution regional climate models. Environ Res Lett 9(8):084019

    Article  Google Scholar 

  • Christensen JH, Christensen OB (2007) A summary of the PRUDENCE model projections of changes in European climate by the end of this century. Climate Change 81:7–30

    Article  Google Scholar 

  • Ciervo F, Papa MN, Medina V, Bateman A (2015) Simulation of flash floods in ungauged basins using post-event surveys and numerical modelling. J Flood Risk Manag 8(4):343–355

    Article  Google Scholar 

  • Coe JA, Godt JW (2012) Review of approaches for assessing the impact of climate change on landslide hazards, pp 371–377

  • Collison A, Wade S, Griffiths J, Dehn M (2000) Modelling the impact of predicted climate change on landslide frequency and magnitude in SE England. Eng Geol 55(3):205–218

    Article  Google Scholar 

  • Comegna L, Picarelli L, Bucchignani E, Mercogliano P (2013) Potential effects of incoming climate changes on the behaviour of slow active landslides in clay. Landslides 10:373–391

    Article  Google Scholar 

  • Cowpertwait P, Isham V, Onof C (2007) Point process models of rainfall: developments for fine-scale structure. In Proceedings of the Royal Society of London A: Mathematical, Physical and Engineering Sciences, The Royal Society 463(2086):2569–2587

    Article  Google Scholar 

  • Crozier MJ (2010) Deciphering the effect of climate change on landslide activity: a review. Geomorphology 124:260–267

    Article  Google Scholar 

  • De Luca C (2012) Prevision and prevention of extreme hydrological events. University of Salerno, Italy PhD Thesis

  • Dijkstra TA, Dixon N (2010) Climate change and slope stability in the UK: challenges and approaches. Q J Eng Geol Hydrogeol 43(4):371–385

    Article  Google Scholar 

  • Efstratiadis A, Koutsoyiannis D (2002) An evolutionary annealing-simplex algorithm for global optimisation of water resource systems. In Proceedings of the Fifth International Conference on Hydroinformatics, Cardiff, UK, pp 1423–1428. International Water Association

  • Ehret U, Zehe E, Wulfmeyer V, Warrach-Sagi K, Liebert J (2012) HESS opinions “should we apply bias correction to global and regional climate model data?”. Hydrol Earth Syst Sci 16:3391–3404. doi:10.5194/hess-16-3391-2012 2012

    Article  Google Scholar 

  • Furcolo P, Pelosi A, Rossi F (2015) Statistical identification of orographic effects in the regional analysis of extreme rainfall. Hydrol Process. doi:10.1002/hyp.10719

    Google Scholar 

  • Gudmundsson L, Bremnes JB, Haugen JE, Engen-Skaugen T (2012) Technical note: downscaling RCM precipitation to the station scale using statistical transformations—a comparison of methods. Hydrol Earth Syst Sci 16(9):3383–3390

    Article  Google Scholar 

  • Guyennon N, Romano E, Portoghese I, Salerno F, Calmanti S, Petrangeli AB, Tartari G, Copetti D (2013) Benefits from using combined dynamical-statistical downscaling approaches—lessons from a case study in the Mediterranean region. Hydrol Earth Syst Sci 17(2):705–720

    Article  Google Scholar 

  • Haque U, Blum P, da Silva PF, Andersen P, Pilz J, Chalov SR, et al. (2016) Fatal landslides in Europe. Landslides:1–10. doi:10.1007/s10346-016-0689-3

  • Huggel C, Clague JJ, Korup O (2012) Is climate change responsible for changing landslide activity in high mountains? Earth Surf Process Landforms 37:77–91

    Article  Google Scholar 

  • Huong HTL, Pathirana A (2013) Urbanization and climate change impacts on future urban flooding in Can Tho city, Vietnam. Hydrol Earth Syst Sci 17:379–394. doi:10.5194/hess-17-379-2013

    Article  Google Scholar 

  • IPCC (2013) Summary for policymakers. In: Stocker TF, Qin D, Plattner G-K, Tignor M, Allen SK, Boschung J, Nauels A, Xia Y, Bex V, Midgley PM (eds) Climate change (2013): the physical science basis contribution of working group I to the fifth assessment report of the intergovernmental panel on climate change, Cambridge (United Kingdom) and New York (NY, USA). Cambridge University Press, Cambridge, p. 229

    Google Scholar 

  • Islam S, Entekhabi D, Bras RL, Rodriguez-Iturbe I (1990) Parameter estimation and sensitivity analysis for the modified Bartlett-Lewis rectangular pulses model of rainfall. Journal of Geophysical Research: Atmospheres (1984–2012) 95(D3):2093–2100

    Article  Google Scholar 

  • Iverson RM (2000) Landslide triggering by rain infiltration. Water Resour Res 36(7):1897–1910

    Article  Google Scholar 

  • Koutsoyiannis D, Manetas A (1996) Simple disaggregation by accurate adjusting procedures. Water Resour Res 32(7):2105–2117

    Article  Google Scholar 

  • Koutsoyiannis D, Onof C (2001) Rainfall disaggregation using adjusting procedures on a Poisson cluster model. J Hydrol 246(1):109–122

    Article  Google Scholar 

  • Lafon T, Dadson S, Buys G, Prudhomme C (2013) Bias correction of daily precipitation simulated by a regional climate model: a comparison of methods. Int J Climatol 33(6):1367–1381

    Article  Google Scholar 

  • Maraun D, Wetterhall F, Ireson AM, Chandler RE, Kendon EJ, Widmann M, et al. (2010) Precipitation downscaling under climate change: recent developments to bridge the gap between dynamical models and the end user. Rev Geophys 48(3)

  • Maurer EP, Das T, Cayan DR (2013) Errors in climate model daily precipitation and temperature output: time invariance and implications for bias correction. Hydrological Earth System Science 17:2147–2159

    Article  Google Scholar 

  • Moss R, Edmonds J, Hibbard K, Manning M, Rose S, van Vuuren DP, Carter T, Emori S, Kainuma M, Kram T, Meehl G, Mitchell J, Nakicenovic N, Riahi K, Smith S, Stouffer R, Thomson A, Weyant J, Wilbanks T (2010) The next generation of scenarios for climate change research and assessment. Nature 463:747–756

    Article  Google Scholar 

  • Muerth MJ, Gauvin St-Denis B, Ricard S, Velázquez JA, Schmid J, Minville M, et al. (2013) On the need for bias correction in regional climate scenarios to assess climate change impacts on river runoff. Hydrol Earth Syst Sci 17(3):1189–1204

    Article  Google Scholar 

  • Napolitano E, Fusco F, Baum RL, Godt JW, De Vita P (2015) Effect of antecedent-hydrological conditions on rainfall triggering of debris flows in ash-fall pyroclastic mantled slopes of Campania (southern Italy). Landslides:1–17

  • Nardi F, Annis A, Biscarini C (2015) On the impact of urbanization on flood hydrology of small ungauged basins: the case study of the Tiber river tributary network within the city of Rome. J Flood Risk Manag. doi:10.1111/jfr3.12186

    Google Scholar 

  • Olivares L, Damiano E, Mercogliano P, Picarelli L, Netti N, Schiano P, Savastano V, Cotroneo F, Manzi MP (2014) A simulation chain for early prediction of rainfall-induced landslides. Landslides 11(5):765–777

    Article  Google Scholar 

  • Onof C, Wheater HS (1994) Improvements to the modelling of British rainfall using a modified random parameter Bartlett-Lewis rectangular pulse model. J Hydrol 157(1):177–195

    Article  Google Scholar 

  • Onof C, Chandler RE, Kakou A, Northrop P, Wheater HS, Isham V (2000) Rainfall modelling using Poisson-cluster processes: a review of developments. Stoch Env Res Risk A 14(6):384–411

    Article  Google Scholar 

  • Onof C, Townend J, Kee R (2005) Comparison of two hourly to 5-min rainfall disaggregators. Atmos Res 77(1):176–187

    Article  Google Scholar 

  • Ormsbee LE (1989) Rainfall disaggregation model for continuous hydrologic modeling. J Hydraul Eng 115(4):507–525

  • Pagano L, Picarelli L, Rianna G, Urciuoli G (2010) A simple numerical procedure for timely prediction of precipitation-induced landslides in unsaturated pyroclastic soils. Landslides 7(3):273–289

    Article  Google Scholar 

  • Panagos P, Ballabio C, Borrelli P, Meusburger K (2016) Spatio-temporal analysis of rainfall erosivity and erosivity density in Greece. Catena 137:161–172

    Article  Google Scholar 

  • Papa MN, Medina V, Ciervo F, Bateman A (2013) Derivation of critical rainfall thresholds for shallow landslides as a tool for debris flow early warning systems. Hydrol Earth Syst Sci 17(10):4095–4107

    Article  Google Scholar 

  • Pelosi A, Furcolo P (2015) An amplification model for the regional estimation of extreme rainfall within orographic areas in Campania region (Italy). Water 7(12):6877–6891

    Article  Google Scholar 

  • Piani C, Weedon GP, Best M, Gomes SM, Viterbo P, Hagemann S, Haerter JO (2010) Statistical bias correction of global simulated daily precipitation and temperature for the application of hydrological models. Journal of Hydrology 2010 395(3–4):199–215

    Google Scholar 

  • Picarelli L, Santo A, Di Crescenzo G, Olivares L (2008) Macro-zoning of areas susceptible to flowslide in pyroclastic soils in Campania region. Landslides and Engineered Slopes Taylor and Francis Group, London 1951–1957

  • Pirone M, Papa R, Nicotera MV, Urciuoli G (2015) In situ monitoring of the groundwater field in an unsaturated pyroclastic slope for slope stability evaluation. Landslides 12(2):259–276

    Article  Google Scholar 

  • Porfido S, Esposito E, Alaia F, Molisso F, Sacchi M (2009) The use of documentary sources for reconstructing flood chronologies on the Amalfi rocky coast (southern Italy). Geol Soc Lond, Spec Publ 322(1):173–187

    Article  Google Scholar 

  • Quevauviller PP (2014) Hydrometeorological hazards: interfacing science and policy. Wiley, New York

    Book  Google Scholar 

  • Revellino P, Guadagno FM, Hungr O (2008) Morphological methods and dynamic modelling in landslide hazard assessment of the Campania Apennine carbonate slope. Landslides 5(1):59–70

    Article  Google Scholar 

  • Rianna G, Pagano L, Urciuoli G (2014) Rainfall patterns triggering shallow flowslides in pyroclastic soils. Eng Geol 174:22–35

    Article  Google Scholar 

  • Rockel B, Will A, Hense A (2008) The regional climate model COSMO-CLM (CCLM). Meteorol Z 17(4):347–348

    Article  Google Scholar 

  • Rodríguez-Iturbe I, Febres Power B, Valdes JB (1987) Rectangular pulses point process models for rainfall: analysis of empirical data. J Geophys Res Atmos 92(D8):9645–9656

    Article  Google Scholar 

  • Scoccimarro E, Gualdi S, Bellucci A, Sanna A, Fogli P, Manzini E, Vichi M, Oddo P, Navarra A (2011) Effects of tropical cyclones on ocean heat transport in a high resolution coupled general circulation model. J Clim 24:4368–4384

    Article  Google Scholar 

  • Segond ML, Neokleous N, Makropoulos C, Onof C, Maksimovic C (2007) Simulation and spatio-temporal disaggregation of multi-site rainfall data for urban drainage applications. Hydrol Sci J 52(5):917–935

    Article  Google Scholar 

  • Steppeler J, Doms G, Schättler U, Bitzer HW, Gassmann A, Damrath U, Gregoric G (2003) Meso-gamma scale forecasts using the nonhydrostatic model LM. Meteorog Atmos Phys 82:75–96

    Article  Google Scholar 

  • Stoffel M, Tiranti D, Huggel C (2014) Climate change impacts on mass movements—case studies from the European Alps. Sci Total Environ 493:1255–1266

    Article  Google Scholar 

  • Teutschbein C, Seibert J (2012) Bias correction of regional climate model simulations for hydrological climate change impact studies: review and evaluation of different methods. J Hydrol 456:12–29

    Article  Google Scholar 

  • Verhoest N, Troch PA, De Troch FP (1997) On the applicability of Bartlett–Lewis rectangular pulses models in the modeling of design storms at a point. J Hydrol 202(1):108–120

    Article  Google Scholar 

  • Villani V, Rianna G, Mercogliano P, Zollo AL, Schiano P (2015) Statistical approaches versus weather generator to downscale rcm outputs to point scale: a comparison of performances. Journal of Urban and Environmental Engineering 8(2):142–154

    Article  Google Scholar 

  • Violante C (2009) Rocky coast: geological constraints for hazard assessment. Geol Soc Lond, Spec Publ 322(1):1–31

    Article  Google Scholar 

  • Vrac M, Naveau P (2007) Stochastic downscaling of precipitation: from dry events to heavy rainfalls. Water Resour Res 43(7)

  • Wheater HS, Chandler RE, Onof CJ, Isham VS, Bellone E, Yang C, ... and Segond ML (2005) Spatial-temporal rainfall modelling for flood risk estimation. Stoch Env. Res Risk A 19(6):403–416

  • Woolhiser DA, Osborn HB (1985) A stochastic model of dimensionless thunderstorm rainfall. Water Resour Res 21(4):511–522

  • Zollo AL, Rillo V, Bucchignani E, Montesarchio M, Mercogliano P (2015) Extreme temperature and precipitation events over Italy: assessment of high resolution simulations with COSMO-CLM and future scenarios. Int J Climatol. doi:10.1002/joc.4401

    Google Scholar 

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Acknowledgments

The research leading to these results received funding from the Italian Ministry of Education, University and Research and the Italian Ministry of Environment, Land and Sea under the GEMINA and Next Data projects. The authors would like to thank the Regional Civil Protection Department (Campania region) for having kindly provided the rainfall data and the Italian Military Geographical Institute. The authors are also grateful to the River Basin Authority Campania Sud e Interregionale per il bacino idrografico del fiume Sele and GEORES – A. Carbone and A. Gallo Associated.

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Ciervo, F., Rianna, G., Mercogliano, P. et al. Effects of climate change on shallow landslides in a small coastal catchment in southern Italy. Landslides 14, 1043–1055 (2017). https://doi.org/10.1007/s10346-016-0743-1

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