Modeling the spatial distribution of AD 79 pumice fallout and pyroclastic density current and derived deposits of Somma-Vesuvius (Campania, Italy) integrating primary deposition and secondary redistribution
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Abstract
The spatial distributions of primary deposits and related reworked ones from Plinian fallout and from pyroclastic density currents (PDCs) of the AD 79 eruption of Somma-Vesuvius were independently modeled for the Sarno River plain (Campania, Italy). The simulation takes into consideration both primary deposition of the volcanic products and their secondary redistribution by geomorphic processes of erosion, transport, and redeposition. We hypothesize that the pre-eruption topography controlled both the intial volcanic deposition of PDCs and the subsequent processes redistributing material of the pumice fallout and PDC deposits, and thus significantly controlled the thickness of the final volcaniclastic deposits. The methodology applied is based on a reconstructed pre-AD 79 digital elevation model of the Sarno River plain, an extensive tephrostratigraphic dataset from about 1,200 core drillings and a predictive modeling technique. The two models produce contrasting spatial distribution patterns for both the AD 79 deposits from fallout plus their derivates, versus from PDCs and their derivatives. The contrast allows determination of the most important factors controlling the thickness of the AD 79 volcaniclastic deposits. This provides new insights into the process dynamics during and immediately after the AD 79 Plinian eruption including primary deposition, erosion, and redistribution.
Keywords
Somma-Vesuvius AD 79 Pumice fallout deposits Pyroclastic density currents (PDCs) Sarno River plain Predictive modeling Classification and regression treesNotes
Acknowledgments
The present subproject is part of an interdisciplinary research project undertaken by the German Archaeological Institute (DAI) in cooperation with the Heidelberg Academy of Sciences and Humanities (HAW) and the University of Tübingen. Project directors are Florian Seiler (DAI) and Michael Märker (HAW). It is partly funded by the Deutsche Forschungsgemeinschaft (German Research Foundation).
We would like to thank our local project partners and all their collaborators for their cooperation, particularly the Autorità di Bacino del Sarno, the Soprintendenza Speciale per i Beni Archaeologici di Napoli e Pompei, and the Soprintendenza per i Beni Archaeologici di Salerno, Avellino, Benevento e Caserta. We also thank Giovanni Patricelli, Giovanni Di Maio, and Gaetana Saccone for various technical supports. Finally, special gratitude is owed to Eliza Calder, Lucia Gurioli, and one unknown reviewer for substantially improving the manuscript with constructive comments and suggestions.
References
- Andronico D, Calderoni G, Cioni R, Sbrana A, Sulpizio R, Santacroce R (1995) Geological map of Somma-Vesuvius volcano. Per Mineral 64:77–78Google Scholar
- Autorità di Bacino del Sarno (2003) Cartografia Geologica, scala 1:10000. Progetto CARG, Regione CampaniaGoogle Scholar
- Barberi F, Innocenti F, Lirer L, Munno R, Pescatore T, Santacroce R (1978) The Campanian ignimbrite: a major prehistoric eruption in the Naples area (Italy). Bull Volcanol 41:10–31CrossRefGoogle Scholar
- Barberi F, Cioni R, Rosi M, Santacroce R, Sbrana A, Vecci R (1989) Magmatic and phreatomagmatic phases in explosive eruptions of Vesuvius as deduced by grain-size and compositional analysis of pyroclastic deposits. J Volcanol Geoth Res 38:287–307CrossRefGoogle Scholar
- Bertagnini A, Landi P, Rosi M, Vigliargio A (1998) The Pomici di Base plinian erution of Somma-Vesuvius. J Volcanol Geoth Res 83:219–239CrossRefGoogle Scholar
- Beccaluva L, Di Girolamo P, Serri G (1991) Petrogenesis and tectonic setting of Roman Volcanic Province, Italy. Lithos 26:191–221CrossRefGoogle Scholar
- Blong RJ (1984) Volcanic hazards: a sourcebook on the effects of eruptions. Academic, Sydney, p 424Google Scholar
- Brancaccio L, Cinque A, Romano P, Rosskopf C, Russo F, Santangelo N, Santo A (1991) Geomorphology and Neotectonic evolution of a sector of the Tyrrenian flank of the Southern Apennines (Region of Naples). Z Geomorph N F 82:47–58Google Scholar
- Branney MJ, Kokelaar BP (2002) Pyroclastic density currents and the sedimentation of Ignimbrites. Geol Soc Lond Mem 27:152Google Scholar
- Breiman L, Friedman J, Olshen R, Stone C (1984) Classification and regression trees. Chapman and Hall, New YorkGoogle Scholar
- Bryan SE, Cas RAF, Marti J (1998) Lithic breccias in intermediate volume phonolitic ignimbrites, Tenerife (Canary Islands): constraints on pyroclastic flow depositional processes. J Volcanol Geotherm Res 81:269–296CrossRefGoogle Scholar
- Buesch DC (1992) Incorporation and redistribution of locally derived lithic fragments within a pyroclastic flow. Geol Soc Am Bull 104:1193–1207CrossRefGoogle Scholar
- Calder ES, Sparks RSJ, Gardeberg MC (2000) Erosion, transport and segregation of pumice and lithic clasts in pyroclastic flows inferred from ignimbrite at Lascar Volcano. Chile J Volcanol Geoth Res 104:201–235CrossRefGoogle Scholar
- Carey S, Sigurdsson H (1987) Temporal variations in column height and magma discharge rate during the 79 AD eruption of Vesuvius. Geol Soc Am Bull 99:303–314CrossRefGoogle Scholar
- Cinque A, Robustelli G, Russo M (2000) The consequences of pyroclastic fallout on the dynamics of mountain catchments: geomorphic events in the Rivo d'Arco basin (Sorrento Peninsula, Italy) after the plinian eruption of Vesuvius in 79 AD. Geogr Fis Dinamica Quaternaria 23(2):117–129Google Scholar
- Cinque A, Robustelli G (2009) Alluvial and coastal hazards caused by long-range effects of Plinian eruptions: the case of the Lattari Mts. after the ad 79 eruption of Vesuvius. Geological Society London Spec Publ 322:155–171CrossRefGoogle Scholar
- Cioni R, Marianelli P, Sbrana A (1992) Dynamics of the A.D. 79 eruption: Stratigraphic, sedimentological and geochemical data on the successions from the Somma-Vesuvius southern and eastern sectors. Acta Vulcanol 2:109–123Google Scholar
- Cioni R, Civetta L, Marianelli P, Metrich N, Santacroce R, Sbrana A (1995) Compositional layering and syn-eruptive mixing of a periodically refilled shallow magma chamber: the AD 79 Plinian eruption of Vesuvius. J Petrol 36(3):739–776CrossRefGoogle Scholar
- Cioni R, Gurioli L, Lanza R, Zanella E (2004) Temperatures of the A.D. 79 pyroclastic density current deposits (Vesuvius, Italy). J Geophys Res 109:B02207. doi: 10.1029/2002JB002251 Google Scholar
- Cioni R, Bertagnini A, Santacroce R, Andronico D (2008) Explosive activity and eruption scenarios at Somma-Vesuvius (Italy): towards a new classification scheme. J Volcanol Geoth Res 178:331–346CrossRefGoogle Scholar
- Civetta L, Galati R, Santacroce R (1991) Magma mixing and convective compositional layering within the Vesuvius magma chamber. B Volcanol 53:287–300CrossRefGoogle Scholar
- Cole PD, Calder ES, Druitt TH, Hoblitt R, Robertson R, Sparks RSJ, Young SR (1998) Pyroclastic flows generated by gravitational instability of the 1996–97 lava dome of Soufriere Hills volcano. Montserrat Geophys Res Lett 25:3425–3428CrossRefGoogle Scholar
- Dannegger, F. (1997) Tree stability diagnostics and some remedies against instability. Institute of Statistics, Ludwig-Maximilians-University of Munich, Sonderforschungsbereich 386Google Scholar
- Delibrias G, Di Paola GM, Rosi M, Santacroce R (1979) The eruptive history of Somma-Vesuvius volcanic complex reconstructed from pyroclastic successions of Monte Somma (in Italian). Rend Soc It Mineral Petrol 35:411–438Google Scholar
- Dikau R (1988) Entwurf einer geomorphographisch-analytischen Systematik von Reliefeinheiten. Heidelb Geogr Baust 5:1–45Google Scholar
- Di Maio G, Pagano M (2003) Considerazioni sulla linea di costa e sulle modalità di seppellimento dell'antica Stabia a seguito dell'eruzione vesuviana del 79 d.C. Riv Stud Pomp XIV:197–245Google Scholar
- DPC (1995) Pianificazione Nazionale d'Emergenza dell'Area Vesuviana. Dipartimento della Protezione Civile. Presidenza del Consiglio dei Ministri, Rome, p 157Google Scholar
- DPC (2001) Proposta di aggiornamento della Pianificazione Nazionale d'Emergenza dell'Area Vesuviana. Dipartimento della Protezione Civile. Presidenza del Consiglio dei Ministri, Rome, p 55Google Scholar
- Druitt, T.H. (1998) Pyroclastic density currents. In: Gilbert, J.S. and Sparks, R.S.J. (eds.). The physics of explosive volcanic eruptions. Geol Soc Spec Publ 145, 145–182Google Scholar
- Esposti Ongaro T, Neri A, Menconi G, de Michieli Vitturi M, Marianelli P, Cavazzoni C, Erbacci G, Baxter PJ (2008) Transient 3D numerical simulation of column collapse and pyroclastic density current scenarios at Vesuvius. J Volcanol Geotherm Res 178(3):378–396CrossRefGoogle Scholar
- Favalli M, Pareschi MT, Zanchetta G (2006) Simulation of syn-eruptive floods in the circumvesuvian plain (Southern Italy). Bull Volcanol 68:349–362CrossRefGoogle Scholar
- Fielding AH, Bell JF (1997) A review of methods for the assessment of prediction errors in conservation presence/absence models. Environ Conserv 24:38–49CrossRefGoogle Scholar
- Fisher RV, Orsi G, Ort M, Heiken G (1993) Mobility of a large-volume pyroclastic flow—emplacement of the Campanian ignimbrite. Italy J Volcanol Geoth Res 56:205–220CrossRefGoogle Scholar
- Freundt A, Bursik MI (1998) Pyroclastic flow transport mechanisms. In: Freundt A, Rosi M (eds) Developments in volcanology 4: from magma to tephra-modelling physical processes of explosive volcanic eruptions. Elsevier, New York, pp 173–245Google Scholar
- Friedman JH (2001) Greedy function approximation: a gradient boosting machine. Ann Stat 29:1189–1232CrossRefGoogle Scholar
- Friedman JH (2002) Stochastic gradient boosting. Comput Stat Data Anal 38:367–378CrossRefGoogle Scholar
- Friedman JH, Meulman JJ (2003) Multiple additive regression trees with application in epidemiology. Stat Med 22:1365–1381CrossRefGoogle Scholar
- Friedman JH, Hastie T, Tibshirani R (2000) Additive logistic regression: a statistical view of boosting. Ann Stat 28:337–374CrossRefGoogle Scholar
- Furnari E (1994) Nuovi contributi all'identificazione del littorale antico di Pompei. AA.VV., Neapolis Temi Progettuali, Roma, pp 219–291Google Scholar
- Giacomelli L, Perrotta A, Scandone R, Scarpati C (2003) The eruption of Vesuvius of 79 AD and its impact on human environment in Pompei. Int Union Geol Sci Episodes 26(3):234–237Google Scholar
- Gurioli L, Cioni R, Sbrana A, Zanella E (2002) Transport and deposition of pyroclastic density currents over an inhabited area: the deposits of the AD 79 eruption of Vesuvius at Herculaneum, Italy. Sedimentology 49:929–953CrossRefGoogle Scholar
- Gurioli L, Pareschi MT, Zanella E, Lanza R, Deluca E, Bisson M (2005) Interaction of pyroclastic density currents with human settlements: evidence from ancient Pompeii. Geol Soc Am 33(6):441–444Google Scholar
- Gurioli L, Zanella E, Pareschi MT, Lanza R (2007) Influences of urban fabric on pyroclastic density currents at Pompeii (Italy): 1. Flow direction and deposition. JGeophys Res 112(B05213):35Google Scholar
- Gurioli L, Sulpizio R, Cioni R, Sbrana A, Santacroce R, Luperini W, Andronico D (2010) Pyroclastic flow hazard assessment at Somma-Vesuvius based on the geological record. Bull Volcanol 72:1021–1038CrossRefGoogle Scholar
- Köthe R, Lehmeier F (1993) SARA—Ein Programmsystem zur Automatischen Reliefanalyse. Z Angew Geogr 4:11–21Google Scholar
- Lepore S, Scarpati C (2012) New developments in the analysis of volcanic pyroclastic density currents through numerical simulations of multiphase flows. Solid Earth Discuss 4:173–222CrossRefGoogle Scholar
- Lirer L, Pescatore T, Booth B, Walker GPL (1973) Two Plinian pumice-fall deposits from Somma-Vesuvius. Italy Geol Soc Am Bull 84:759–772CrossRefGoogle Scholar
- Lirer L, Munno R, Petrosino P, Vinci A (1993) Tephrostratigraphy of the A.D. 79 pyroclastic deposits in perivolcanic areas of Mt. Vesuvio (Italy). J Volcanol Geoth Res 58:133–149CrossRefGoogle Scholar
- Luongo G, Perrotta A, Scarpati C (2003a) Impact of the AD 79 explosive eruption on Pompeii, I. Relations amongst the depositional mechanisms of the pyroclastic products, the framework of the buildings and the associated destructive events. J Volcanol Geotherm Res 126:201–223CrossRefGoogle Scholar
- Luongo G, Perrotta A, Scarpati C, De Carolis E, Patricelli G, Ciarallo A (2003b) Impact of the AD 79 explosive eruption on Pompeii, II. Causes of death of the inhabitants inferred by stratigraphic analysis and areal distribution of the human casualties. J Volcanol Geotherm Res 126:169–200CrossRefGoogle Scholar
- Macedonio G, Pareschi MT, Santacroce R (1988) A numerical simulation of the Plinian Fall Phase of 79 A.D. eruption of Vesuvius. J Geophys Res 93(B12):14817–14827CrossRefGoogle Scholar
- Major JJ, Janda RJ, Daag AS (1996) Watershed disturbance and lahars on the east side of Mount Pinatubo during the mid-June 1991 eruption. In: Newhall CG, Punongbayan RS (eds) Fire and mud—eruptions and lahars of Mount Pinatubo. Philippine Institute of Volcanology and Seismology, Philippines, p 1126Google Scholar
- Manville V, Németh K, Kano K (2009) Source to sink: a review of three decades of progress in the understanding of volcaniclastic processes, deposits, and hazards. Sediment Geol 220(3–4):136–161CrossRefGoogle Scholar
- Moore ID, Grayson RB, Ladson AR (1991) Digital terrain modelling: a review of hydrological, geomorphological, and biological applications. Hydrol Process 5(1):3–30CrossRefGoogle Scholar
- Myles A, Feudale R, Liu Y, Woody N, Brown S (2004) An introduction to decision tree modelling. J Chemometr 18:275–285CrossRefGoogle Scholar
- Newhall, C., Hendley II, J.W., Stauffer, P.H. (1997) Lahars of Mount Pinatubo, Philippines. U.S. Geological Survey Fact Sheet, pp. 114–197Google Scholar
- Olaya, V., Conrad, O. (2009) Geomorphometry in SAGA. In: Hengl, T., Reuter, H.I. (Eds.). Geomorphometry: concepts, software, applications. Developments in Soil Science 33, Elsevier: New York. pp 293–308Google Scholar
- Ortolani F, Aprile F (1985) Principali caratteristiche stratigrafiche e strutturali dei depositi superficiali della Piana Campana. Boll Soc Geol It 104:195–206Google Scholar
- Pfeiffer T, Costa A, Macedonio G (2005) A model for the numerical simulation of tephra fall deposits. J Volcanol Geoth Res 140:273–294CrossRefGoogle Scholar
- Rantucci, G. (1994) Geological disasters in the Philippines—the July 1990 earthquake and the June 1991 eruption of Mount Pinatubo. Italian Ministry of Foreign Affairs, pp. 155Google Scholar
- Regione Campania (2007) Annuario Statistico Campano. Sistema Statistico Nazionale (SISTAN), pp. 421Google Scholar
- Reineking B, Schröder B (2006) Constrain to perform: regularization of habitat models. Ecol Model 193:675–690CrossRefGoogle Scholar
- Rolandi G, Maraffi S, Petrosino P, Lirer L (1993a) The Ottaviano eruption of Somma-Vesuvio 8000 y B.P.: a magmatic alternating fall and flow-forming eruption. J Volcanol Geoth Res 58:43–65CrossRefGoogle Scholar
- Rolandi G, Mastrolorenzo G, Barrella AM, Borrelli A (1993b) The Avellino plinian eruption of Somma-Vesuvio 3760 y B.P.—the progressive evolution from magmatic to hydromagmatic style. J Volcanol Geoth Res 58:67–88CrossRefGoogle Scholar
- Rosi M (1996) Quantitative reconstruction of recent volcanic activity: a contribution to forecasting future eruptions. In: Scarpa R, Tilling RI (eds) Monitoring and mitigation of volcano hazard. Springer, New York, pp 631–674CrossRefGoogle Scholar
- Rossano S, Mastrolorenzo G, De Natale G (1998) Computer simulations of pyroclastic flows on Somma-Vesuvius volcano. J Volcanol Geotherm Res 82:113–137CrossRefGoogle Scholar
- Santacroce R (1987) Somma-Vesuvius. C.N.R., Quaderni de ‘La Ricerca Scientifica’ 114, Rome, p 251Google Scholar
- Scandone P (1979) Origin of the Tyrrhenian sea and Calabrian arc. Boll Soc Geol It 98:27–34Google Scholar
- Schillinger, M.P. (2002) Flächenhafte Schätzung mit Classification and Regression Trees und robuste Gütebestimmung ökologischer Parameter in einem kleinen Einzugsgebiet. Doctoral Thesis, Faculty of Biology, Chemistry and Geo Sciences, University of BayreuthGoogle Scholar
- Sheridan MF, Barberi F, Rosi M, Santacroce R (1981) A model of plinian eruptions of Vesuvius. Nature 289:282–285CrossRefGoogle Scholar
- Sigurdsson H, Carey S (2002) The eruption of Vesuvius in A.D. 79. In: Jashemski WF (ed) The natural history of Pompeii. Cambridge University Press, Cambridge, pp 37–64Google Scholar
- Sigurdson H, Cashdollar S, Sparks RSJ (1982) The eruptions of Vesuvius in A.D. 79; reconstruction from historical and volcanological evidence. AJA 86:39–51CrossRefGoogle Scholar
- Sigurdson H, Carey S, Cornell W, Pescatore T (1985) The eruption of Vesuvius in A.D. 79. Natl Geogr Res 1:332–387Google Scholar
- Sparks RSJ, Wilson L, Hulme G (1978) Theoretical modeling of the generation movement and emplacement of pyroclastic flows by column collapse. J Geophys Res 83:1727–1739CrossRefGoogle Scholar
- Sparks RSJ, Gardeweg MC, Calder ES, Matthews SJ (1997) Erosion by pyroclastic flows on Lascar volcano. Chile Bull Volcanol 58:557–565CrossRefGoogle Scholar
- Stefani G, Di Maio G (2003) Considerazioni sulla linea di costa del 79 d.C. e sul porto dell'antica Pompei. Riv Studi Pomp XIV:142–195Google Scholar
- Swets JA (1988) Measuring the accuracy of diagnostic systems. Science 240:1285–1293CrossRefGoogle Scholar
- Tanguy G, Ribiere JC, Scarth A (1998) Victims of volcanic eruptions: a revised data base. Bull Volcanol 60:137–144CrossRefGoogle Scholar
- Varone A, Marturano A (1997) L'eruzione vesuviana del 24 Agosto del 79 d.C. attraverso le lettere di Plinio il Giovane e le nuove evidenze archeologiche. Rev Stud Pompeiani VIII:57–72Google Scholar
- Vogel S, Märker M (2010) Reconstructing the Roman topography and environmental features of the Sarno River plain (Italy) before the AD 79 eruption of Somma-Vesuvius. Geomorphology 115:67–77CrossRefGoogle Scholar
- Vogel S, Märker M (2011) Characterization of the pre-AD 79 Roman paleosol south of Pompeii (Italy): correlation between soil parameter value and paleo-topography. Geoderma 160:548–558CrossRefGoogle Scholar
- Vogel S, Märker M, Seiler F (2011) Revised modeling the post-AD 79 volcanic deposits of Somma-Vesuvius to reconstruct the pre-AD 79 topography of the Sarno River plain (Italy). Geol Carpath 62(1):5–16Google Scholar
- Vogel S, Märker M, Seiler F (2012) Modeling the post-AD 79 deposits of Somma-Vesuvius to reconstruct the pre-AD 79 topography of the Sarno River Plain (Italy). In: Zhou M, Iza R, Zhongke W, Pengfei X, Philip V (eds) Revive the past. Computer applications and quantitative methods in archaeology (CAA). Proceedings of the 39th International Conference, Beijing, April 12–16. Pallas Publications, Amsterdam, pp 343–347Google Scholar
- Woods AW (1995) The dynamics of explosive volcanic eruptions. Rev Geophys 33:495–530CrossRefGoogle Scholar
- Zevenbergen LW, Thorne CR (1987) Quantitative analysis of land surface topography. Earth Surf Proc Land 12:47–56CrossRefGoogle Scholar