Abstract
This paper presents an environmental hazard assessment to account the impacts of single rainstorm variability on river-torrential landscape identified as potentially vulnerable mainly to erosional soil degradation processes. An algorithm for the characterisation of this impact, called Erosive Hazard Index (EHI), is developed with a less expensive methodology. In EHI modelling, we assume that the river-torrential system has adapted to the natural hydrological regime, and a sudden fluctuation in this regime, especially those exceeding thresholds for an acceptable range of flexibility, may have disastrous consequences for the mountain environment. The hazard analysis links key rainstorm energy variables expressed as a single-storm erosion index (EIsto), with impact thresholds identified using an intensity pattern model. Afterwards, the conditional probabilities of exceeding these thresholds are spatially assessed using non-parametric geostatistical techinques, known as indicator kriging. The approach was applied to a test site in river-torrential landscape of the Southern Italy (Benevento province) for 13 November 1997 rainstorm event.
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Abel, A., Michael, A., Zartl, A. and Werner, F.: 2000, ‘Impact of erosion-transported overburden dump materials on water quality in Lake Cospuden evolved from a former open cast lignite mine south of Leipzig, Germany’, Environ. Geol. 39(6), 683–688.
Atkinson P. M. and Lloyd C. D.: 1998, ‘Mapping precipitation in Switzerland with ordinary and indicator kriging’, J. Geogr. Inform. Decision Anal. 2(2), 65–76.
Alpert, P., Ben-Gai, T., Baharad, A., Benjamini, Y., Yekutieli, D., Colacino, M., Diodato, L., Ramis, C., Homar, V., Romero, R., Michaelides, S. and Manes, A.: 2002, ‘The paradoxical increase of Mediterranean extreme daily rainfall in spite of decrease in total values’, Geophys. Res. Lett. 29(11), 135–154.
Al-Sheriadeh, M. S. and Al-Harndan, A. Z.: 1997, ‘Erosion risk assessment and sediment yield production of the King Talal Watershed, Jordan’, Environ. Geol. 37(3), 234–242.
Arshad, M. A. and Martin, S.: 2002, ‘Identifying critical limits for soil quality indicators in agro-ecosystems’, Agric. Ecosyst. Environ. 88, 153–160.
Bagarello, V. and D’Asaro, F.: 1994, ‘Estimating single storm erosion index’, Trans. Am. Soc. Agric. Eng. ASAE 3, 785–791.
Balling Jr, R. and Cerveny, R. S.: 2003, ‘Compilation and discussion of trends in severe storms in the United States: Popular perception vs. climate reality’, Nat. Hazards 29(2), 103–112.
Bazzoffi, P., Pellegrini, S., Chisci, G., Papini, R. and Scagnozzi, A.: 1997, ‘Erosione e deflussi a scala parcellare e di bacino in suoli argillosi a diversa utilizzazione nella val d’Era’, Agric. Ric. 170, 5–20.
Beeson, P. C., Artens, S. and Breshears, D. D.: 2001, Simulating overland flow following wildfire: Mapping vulnerability to landscape disturbance’, Hydrolog. Processes 15, 2917–2930.
Bell, J. L., Sloan, L. C. and Snyder, M. A.: 2004, Regional changes in extreme climatic events: A future climate scenario. J. Climate 17, 81–87.
Brunetti, M., Maugeri, M. and Nanni, T.: 2001, ‘Changes in total precipitation, rainy days and extreme events in Northeastern Italy’, Int. J. Climatol. 21, 861–871.
Bryant, E.: 1991, Natural Hazard, Cambridge University Press, New York, 285 pp.
Burrough, P. A. and McDonnell, R. A.: 1998, Principles of Geographical Information Systems, Oxford University Press, New York, pp. 98–161.
Buttafuoco, G., Castrignanò, A. and Stelluti, M.: 2000, ‘Accounting for Local Uncertainty in Agricultural Management Decision Making’, in: 7th ICCTA International Congress for Computer Technology in Agriculture, 15–18 November 1998, Florence, pp. 510–517.
Camara Belmonte, A. and Segura Beltrán, F.: 2001, ‘Flood events in Mediterranean ephemeral stream (ramblas) in Valencia region, Spain’, Catena 45(3), 229–249.
Cheng, K. S., Wei, C., Cheng, Y. B. and Yeh, H. C.: 2003, ‘Effect of spatial variation characteristics on contouring of design storm depth’, Hydrolog. Processes 17(9), 1755–1769.
Chilès, J. P. and Delfiner, P.: 1999, Geostatistics Modeling Spatial Uncertainty, Wiley, New York, 695 pp.
Conedera, M., Peter, L., Marxer, P., Forster, F., Rickenmann, D. and Re, L.: 2003, ‘Consequences of forest fires on the hydrogeological response of mountain catchments: A case study of the Riale Buffaga, Ticino, Switzerland’, Earth Surface Processes Landforms 28, 117–129.
Cooke, R. U. and Doornkamp, J. C.: 1990, Geomorphology in Environmental Management, Clarendon Press, Oxford, p. 79.
Coppus, R. and Imeson, A. C.: 2002, ‘Extreme events controlling erosion and sediment transport in a semi-arid sub-Andean Valley’, Earth Surface Processes Landforms 27, 1365–1375.
Cox, C. and Madramootoo, C.: 1998, ‘Application of geographic information systems in watershed management planning in St. Lucia’, Computer Electron. Agric. 20, 229–250.
De Luís, M., García-Cano, M. F., Cortina, J., Raventós, J., Gonzáles-Hidalgo, J. C. and Sánchez, J. R.: 2001, ‘Climatic trends, disturbances and short-term vegetation dynamics in a Mediterranean shrubland’, Forest Ecol. Manage. 147, 25–37.
de Santos Loureiro, N. and de Azevedo Coutinho, M.: 1995, ‘Rainfall changes and rainfall erosivity increase in the Algarve (Portugal)’, Catena 24, 55–67.
Diodato, N.: 1999, ‘Ricostruzione storica di eventi naturali estremi a carettere idrometeorologico nel Sannio beneventano dal Medioevo al 1998’, Bollettino Geofis. 22 (3/4), 5–39.
Diodato, N.: 2002, ‘Ricostruzione storica di dei rilevamenti pluviometrici nell’Italia peninsulare: il caso dell’Osservatorio Meteorologico di Benevento – Centro Storico (1869–1999)’, Bollettino Geofis. 25(1/2), 27–44.
Diodato, N.: 2004a, ‘Estimate RUSLE’s rainfall factor in the part of Italy with a Mediterranean rainfall regime’, Hydrol. Earth Syst. Sci. 8(1),103–107.
Diodato, N.: 2004b, ‘Local models for rainstorm-induced hazard analysis on Mediterranean river-torrential geomorphological systems’, Nat. Hazard Earth Syst. Sci. 4, 389–397.
Evans, R.: 1993, ‘Sensivity of the British Landscape to Erosion’, in: D. S. G. Thomas and R. J. Allison (eds), Lanscape Sensivity, Wiley, Chichester, pp. 189–210.
Ferrero, A., Lisa, L., Parena, S. and Sudiro, L.: 2002, ‘Run-off and Soil Erosion from Tilled and Controlled Grass-Covered Vineyards in a Hillside Catchment’, Report presented to ERC and Northern European FRIEND Project 5th Conference, Demanovska dolina, Slovakia, 4 pp.
Foster, G. R., Lombardi, F. and Moldenhauer, W. C.: 1982, ‘Evaluation of rainfall-runoff erosivity factors for individual storms’, Trans. Am. Soc. Agric. Eng. ASAE 25(1), 124–129.
Gardner, R. A. M. and Gerrard, A. J.: 2003, ‘Runoff and soil erosion on cultivated rainfed terraces in the Middle Hills of Nepal’, Appl. Geogr. 23, 23–45.
Glacken, I. and Blackney, P.: 1998, ‘A Practitioners Implementation of Indicator Kriging’, in: Proceedings of the Symposium on Beyond Ordinary Kriging, 30 October 1998, Perth Western, Australia, pp. 26–39.
Goovaerts, P.: 1997, Geostatistics for Natural Resources Evaluation, Oxford University Press, New York, 483 pp.
Goovaerts, P.: 1998, ‘Geostatistical tools for characterizing the spatial variability of microbiological and physico-chemical soil properties’, Biol. Fertil Soils 27, 315–334.
Goovaerts, P.: 1999, ‘Using elevation to aid the geostatistical mapping of rainfall erosivity’, Catena 34, 227–242.
Isaaks, E. H. and Srivastava, R. M.: 1989, An Introduction to Applied Geostatistic, Oxford University Press, New York, 561 pp.
Ispettorato Agricoltura of the Campania Region: 2003, Technical Reports, documents unpublished.
Journel, A. G.: 1983, ‘Non-parametric estimation of spatial distributions’, Math. Geol. 15, 445–468.
Journel, A. G. and Huijbregts, C. J.: 1978, Mining Geostatistics, Academic Press, London.
Hooke, J. M. and Mant, J. M.: 2000, ‘Geomorphological impacts of a flood event on ephemeral channels in SE Spain’, Geomorphology 34 (3, 4), 163–180.
Jansson, M. B.: 1982, Land Erosion by Water in Different Climates, UNGI Rapport, 57. Uppsala University, Department of Physical Geography, 150 pp.
Johnston, K., Ver Hoef, J. M., Krivoruchko, K. and Lucas N.: 2001, Using ArcGis Geostatistical Analyst, ESRI, 300 pp.
Kitanidis, P. K.: 1997, Introduction to Geostatistics: Applications to Hydrogeology, Cambridge University Press, New York, 246 pp.
Krishnaswamy, K., Richter, D. D., Halpin, P. N. and Hofmockel, M. S.: 2001, ‘Spatial patterns of suspended sediment yields in a humid tropical watershed in Costa Rica’, Hydrolog. Processes 15, 2237–2257.
Kuipers, F., Kok, M. and Vermeulen, C. J. M.: 2000, ‘Modelling of Extreme Precipitation Events in Risk Analysis of Water System’, in Report Presented at the 8th International Symposium on Stochastic Hydraulics, 25–28 July 2000, Beijing, pp. 10.
Lal, R.: 1997, ‘Degradation and resilience of soils’, Phil. Trans. Royal Soc. London B 352, 997–1010.
Larson, W. E., Lindstrom, M. J. and Schumacher, T. E.: 1997, ‘The role of severe storms in soil erosion: A problem needing consideration’, J. Soil Water Conserv. 52(2), 90–95.
Le Bissonnais, Y., Montier, C., Jamagne, M., Daroussin, J. and King, D.: 2002, ‘Mapping erosion risk for cultivated soil in France’, Catena 46, 207–220.
Lin, C. Y., Lin, W. T. and Chou, W. C.: 2002, ‘Soil erosion prediction and sediment yield estimation: The Taiwan experience’, Soil Tillage Res. 68, 143–152.
Mati, B. M., Morgan, R. P. C., Gichuki, F. N., Quinton, J. N., Brewer, T. R. and Liniger, H. P.: 2000, ’Assessment of erosion hazard with the USLE and GIS: A case study of the Upper Ewaso Ng’iro North basin of Kenya’, J. Am. Geol. 2(1), 1–8.
Martinez-Casasnovas, J. A., Ramos, M. C. and Ribes-Dasi, M.: 2002, ‘Soil erosion caused by extreme rainfall events: mapping and quantification in agricultural plots from very detailed digital elevation models’, Geoderma 105, 125–140.
Mazzarela, A., Tranfaglia, G. and Di Donna, G.: 1999, ‘Il contributo della geometria frattale alla stima del deficit risolutivo di una rete di pluviometri e del rischio di piogge intense’, Bollettino Geofis. 22 (3/4), 61–71.
Mendoza, G. A., Anderson, A. B. and Gertner, G. Z.: 2002, ‘Integrating multi-criteria analysis and GIS for land condition assessment: Part I–Evaluation and restoration of military training areas’, J. Geogr. Inform. Decision Anal. 6(1), 1–16.
Meneguzzo, F., Giarola, S., Grippa, G. and Gozzini, B.: 1996, ‘Mesoscale operational rainfall forecasts in north-western Tuscany’, Bollettino Geofis. 19(3/4), 39–55.
Mikhailova, E. A., Bryant, R. B., Schwager, S. J. and Smith, S. D.: 1997, ‘Predicting rainfall erosivity in Honduras’, Soil Sci. Soc. Am. J. 61, 273–279.
Mitasova, H., Hofierka, J., Zlocha, M. and Iverson, L. R.: 1996, ‘Modeling topographic potential for erosion and deposition using GIS’, Int. J. Geogr. Inform. Sci. 10(5), 629–641.
Molnar, P., Burlando, P. and Ruf, W.: 2002, ‘Integrated catchment assessment of riverine landscape dynamics’, Aquatic Sci. 64, 129–140.
Morgan, R. P. C.: 1995, Soil Erosion and Conservation, Longman, Essex, p. 298.
Mulligan, M.: 1998, ‘Modelling the geomorphological impact of climatic variability and extreme events in a semiarid environment’, Geomorphol. 24(1), 59–78.
Paolucci, T., Bernardini, L., Ferretti, R. and Visconti, G.: 1999, ‘Flood forecast a hight resolution limited area model’, Il Nuovo Cimento 22C(5), 727–736.
Pardo-Igúzquiza, E.: 1998, ‘Comparison of geostatistical methods for estimating the areal average climatological rainfall mean using data on precipitation and topography’, Int. J. Climatol. 18, 1031–1047.
Prudhomme, C. and Reed, D. W.: 1999, ‘Mapping extreme rainfall in a mountainous region using geostatistical techniques: A case study in Scotland’, Int. J. Climatol. 19, 1337–1356.
Ramírez, J. A. and Finnerty, B.: 1996, ‘Precipitation and water-table effects on agricultural production’, J. Irrigat. Drainage Eng. 122, 164–171.
Ramos, M. C. and Mulligan, M.: 2003, ‘Impacts of climate variability and extreme events on soil hydrological processes’, Geophys. Res. 5, 92–115.
Renard, K. G., Foster, G. R., Weesies, G. A., McCool, D. K. and Yoder, D. C.: 1997, Predicting Soil Erosion by Water: A Guide to Conservation Planning with the Revised Universal Soil Loss Equation (RUSLE), USDA, Agricultural Handbook, 703, 384 pp.
Renschler, C. S., Mannaerts, C. and Diekkruger, B.: 1999, ‘Evaluating spatial and temporal variability in soil erosion risk-rainfall erosivity and soil loss ratios in Andalusia, Spain’, Catena 34 (3/4), 209–225.
Renschler, C. and Harbor, J.: 2002, ‘Soil erosion assessment tools from point to regional scales the role of geomorphologists in land management research and implementation’, Geomorphology 47(2–4), 189–209.
Rivoirard, J.: 1994, Introduction to Disjunctive Kriging and non-linear Geostatistics, Clarendon Press, Oxford, 180 pp.
Rossi, F. and Villani, P.: 1995, Valutazione Delle Piene in Campania. Allegato: Tabelle Pluviometriche, CNR–GNDCI, Presidenza del Consiglio dei Ministri, Dipartimento della Protezione Civile.
SIMN: 1971–1997, Annali Idrologici. Servizio Idrografico e Mareografico Nazionale Italiano.
Shi, Z. H., Cai, C. F., Ding, S. W., Li, Z. X., Wang, T. W. and Sun, Z. C.: 2002, ‘Assessment of Erosion Risk with the Rusle and GIS in the Middle and Lower Reaches of Hanjiang River’, in: 12th ISCO Conference, Beijing, 73–78.
Singh, R. B. and Sen Roy, S.: 2002, ‘Climate Variability and Hydrological Extremes in a Himalayan Catchment’, in: ERB and Northern European FRIEND Project 5 Conference, Demänovská dolina, Slovakia, pp. 32–35.
Steer, A.: 1998, ‘Making development sustainable’, Adv. Geo-Ecological 31, 857–865.
Stein, A., Riley, J. and Halberg, N.: 2001, ‘Issues of scale for environmental indicators’, Agric. Ecosyst. Environ. 87(2), 215–232.
Trenberth, K. E.: 1999, ‘Conceptual framework for changes of extremes of the hydrological cycle with climate change’, Clim. Change 42(1), 327–339.
Thornes, J. B. and Alcantára-Ayala, I.: 1998, ‘Modelling mass failure in a Mediterranean mountain environment: Climatic, geological, topographical and erosional controls’, Geomorphology 24(1), 87–100.
UCEA– Bollettino Agrometeorologico Nazionale: 1994–1997, Ministero Risorse Agricole e Forestali, Roma.
Van der Knijff, J. M., Jones, R. J. A. and Montanarella, L.: 2000, Soil Erosion Risk Assessment in Italy, European Commission–Report European Soil Bureau; 52 pp.
Wainwright, J.: 1996, ‘Infiltration, runoff and erosion characteristics of agricultural land in extreme storm events, SE France’, Catena 26(1, 2), 27–47.
Wang, G., Gertner, G., Singh V., Shinkareva, S., Parysow, P. and Anderson A. 2002, ‘Spatial and temporal prediction and uncertainty of soil loss using the revised universal soil loss equation: A case study of the rainfall-runoff erosivity R factor’, Ecologic. Modelling 153(1/2), 143–155.
Wischmeier, W. H. and Smith, D. D.: 1959, ‘A rainfall erosion index for a universal soil loss equation’, Soil Sci Soc. Am. Proc. 23(3), 246–249.
Wischmeier, W. H. and Smith, D. D.: 1978, Predicting Rainfall Erosion Losses, Admin. U.S. Department of Agriculture, Washington, D.C., Agriculture Handbook. Sci. And Educ. 357, 58 p.
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Diodato, N. Geostatistical Uncertainty Modelling for the Environmental Hazard Assessment During Single Erosive Rainstorm Events. Environ Monit Assess 105, 25–42 (2005). https://doi.org/10.1007/s10661-005-2815-x
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DOI: https://doi.org/10.1007/s10661-005-2815-x