Abstract
The aim of this study was the assessment, at basin scale, of the susceptibility to water-induced soil erosion processes (i.e. gully erosion and sheet/rill erosion) using geomorphological analysis, Geographical Information Systems (GIS) and bivariate statistics. The study was carried out in a watershed located in Southern Italy. A detailed analysis of the pre-existing literature led to select lithology, land-use, slope angle and slope aspect as soil-erosion determining factors (DFs), as they are “non-redundant” and affect both the soil-forming processes that control soil erodibility and the erosive power of running waters. Water-produced erosional landforms, such as gullies and areas severely affected by sheet/rill erosion, were surveyed and mapped using classical techniques of geomorphological analysis. The GIS processing of the geomorphological data allowed calculating the areal density of these landforms in each DF class. Weighting values (W i ), corresponding to the susceptibility level of each DF class, were calculated using bivariate statistics. Finally, GIS overlay procedures of the thematic maps, previously reclassified on the basis of the calculated W i , allowed to produce two Susceptibility Maps (i.e. Gully Erosion and Sheet and/or Rill Erosion Susceptibility Map). The soil-geomorphological coherence of the produced results has been checked and widely discussed in the framework of the pre-existing literature. Both the geomorphological coherence of the calculated W i and the results of the validation procedure suggested a good reliability of the method, which is also relatively easy to apply and update.
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References
Acton DF (1965) The relationships of pattern and gradient of slopes to soil type. Can J Soil Sci 45:96–101
Aleotti P, Chowdhury R (1999) Landslide hazard assessment: summary, review and new perspectives. Bull Eng Geol Environ 58:21–44
APAT—Agenzia per la Protezione dell’Ambiente e per i Servizi Tecnici (2005) La realizzazione in Italia del progetto europeo Corine Land Cover 2000. http://www.apat.gov.it
Avni Y (2005) Gully incision as a key factor in desertification in an arid environment, the Negev highlands, Israel. Catena 63:185–220
Ayalew L, Yamagishi H, Marui H, Kanno T (2005) Landslides in Sado Island of Japan: Part II. GIS-based susceptibility mapping with comparison of results from two methods and verifications. Eng Geol 81:432–445
Bazzoffi P (2007) Erosione del suolo e sviluppo rurale—Fondamenti e manualistica per la valutazione agroambientale. Edagricole, Bologna
Bergomi C, Manfredini M, Martelli G (1975) Note illustrative della Carta Geologica d’Italia alla scala 1:100.000, Foglio 173 (Benevento). Servizio Geologico d’Italia, Roma
Brabb EE (1984) Innovative approaches to landslide hazard and risk mapping. In: Proc 4th Int Symp on Landslides, vol 1. Canadian Geotechnical Society, Toronto, Canada, pp 307–324
Bridges EM, Oldeman LR (1999) Global assessment of human-induced soil degradation. Arid Soil Res Rehabil 13:319–325
Bryan RB (2000) Soil erodibility and processes of water erosion on hillslopes. Geomorphology 32:385–415
Carrara A, Guzzetti S (1995) Geographical information systems in assessing natural hazards. Kluwer Academic Publishers, Dordrecht
Carter BJ, Ciolkosz EJ (1991) Slope gradient and aspect effects on soils developed from sandstone in Pennsylvania. Geoderma 49:199–213
Carvalho Junior O, Guimarães R, Freitas L, Gomes-Loebmann D, Gomes RA, Martins E, Montgomery DR (2010) Urbanization impacts upon catchment hydrology and gully development using multi-temporal digital elevation data analysis. Earth Surf Proc Landforms 35:611–617
Cerdan O, Govers G, Le Bissonais Y, Van Oost K, Poesen J, Saby N, Gobin A, Vacca A, Quinton J, Auerswald K, Klik A, Kwaad FJPM, Raclot D, Ionita I, Rejman J, Rousseva S, Muxart T, Roxo MJ, Dostal T (2010) Rates and spatial variations of soil erosion in Europe: a study based on erosion plot data. Geomorphology 122:167–177
Chen T, Niu R, Li P, Zhang L, Du B (2011) Regional soil erosion risk mapping using RUSLE, GIS, and remote sensing: a case study in Miyun Watershed, North China. Environ Earth Sci 63:533–541
Chung CF, Fabbri AG (2003) Validation of spatial prediction models for landslide hazard mapping. Nat Hazards 30:451–472
Conforti M, Aucelli PPC, Robustelli G, Scarciglia F (2011) Geomorphology and GIS analysis for mapping gully erosion susceptibility in the Turbolo stream catchment (Northern Calabria, Italy). Nat Hazards 56:881–898
Conoscenti C, Di Maggio C, Rotigliano E (2008a) Soil erosion susceptibility assessment and validation using a geostatistical multivariate approach: a test in Southern Sicily. Nat Hazards 46:287–305
Conoscenti C, Di Maggio C, Rotigliano E (2008b) GIS analysis to assess landslide susceptibility in a fluvial basin of NW Sicily (Italy). Geomorphology 94:325–339
Constantin M, Bednarik M, Jurchescu MC, Vlaicu M (2011) Landslide susceptibility assessment using the bivariate statistical analysis and the index of entropy in the Sibiciu Basin (Romania). Environ Earth Sci 63:397–406
De Paola P, Diodato N (1999) Condizioni climatiche e paesaggi instabili nell’Area Pluviometrica Omogenea della Valle del Calore beneventano. Geol Tecn Amb 7:33–48
Di Nocera S, Torre M, Viti P (1993) Le Arenarie di Caiazzo nell’evoluzione tortoniano-messiniana dell’Appennino Campano. Atti Ticinesi di Scienze della Terra 36:165–182
Di Stefano C, Ferro V (2011) Measurements of rill and gully erosion in Sicily. Hydrol Process 25:2221–2227
Douglas I, Pietroniro A (2003) Predicting road erosion rates in selectively logged tropical rain forests. In: de Boer D, Froehlich W, Mizuyama T (eds) Erosion Prediction in Ungauged Basins, Integrating Methods and Techniques. Proc of Int Symp Sapporo, Japan, 8–9 July 2003. IAHS Press, Wallingford, UK, pp 199–205
Eswaran H, Lal R, Reich PF (2001) Land degradation: an overview. In: Bridges EM, Hannam ID, Oldeman LR, Penning de Vries FWT, Sherr SJ, Sombatpanit S (eds) Response to Land Degradation. Sc Publ Inc, Enfield, NH, USA, pp 20–35
Faulkner H, Alexander R, Teeuw R, Zukowskyj P (2004) Variations of soil dispersivity across a gully head displaying shallow sub-surface pipes, and the role of shallow pipes in rill initiation. Earth Surf Proc Land 29(9):1143–1160
Figueiredo A, Augustin CHRR, Fabris JD (1999) Mineralogy, size, morphology and porosity of aggregates and their relationship with soil susceptibility to water erosion. Hyp Interact 122:177–184
Finney HR, Holowaychuk N, Heddleson MR (1962) The influence of microclimate on the morphology of certain soils of the Allegheny Plateau of Ohio. Soil Sci Soc Am Proc 26:287–292
Fox DM, Bryan RB (1999) The relationships of soil loss by interrill erosion to slope gradient. Catena 38:211–222
Govers G, Everaert W, Poesen J, Rauws G, De Ploey J, Lautridou JP (1990) A long flume study of the dynamic factors affecting the resistance of a loamy soil to concentrated flow erosion. Earth Surf Proc Land 15:313–328
Govers G, Poesen J, Goossens D, Christensen BT (2004) Soil erosion—processes, damages and countermeasures. In: Schjonning P, Elmholt S (eds) Managing Soil Quality, Challenges in Modern Agriculture. CABI Publ, Wallingford, pp 199–217
Graham RC, Southard AR (1983) Genesis of a Vertisol and an associated Mollisol in northern Utah. Soil Sci Soc Am J 47:552–559
Guzzetti F, Carrara A, Cardinalli M, Reichenbach P (1999) Landslide hazard evaluation: a review of current techniques and their application in a multi-scale study, Central Italy. Geomorphology 31:181–216
Horton RE (1945) Erosional development of streams and their drainage basins: hydrophysical approach to quantitative morphology. Geol Soc Am Bull 56(3):275–370
Huggett RJ (1975) Soil landscape systems: a model of soil genesis. Geoderma 13:1–22
Imeson AC, Vis R (1984) Assessing soil aggregate stability by water-drop impact. Geoderma 34:185–200
Janeau JL, Bricquet JP, Planchon O, Valentin C (2003) Soil crusting and infiltration on steep slopes in northern Thailand. Eur J Soil Sci 54(3):543–554
Jenny H (1941) Factors of Soil Formation. A System of Quantitative Pedology. McGraw Hill Book Company, New York
Johnson DL, Watson-Stegner D (1987) Evolution model of pedogenesis. Soil Sci 143:349–366
Kefi M, Yoshino K, Setiawan Y, Zayani K, Boufaroua M (2011) Assessment of the effects of vegetation on soil erosion risk by water: a case study of the Batta watershed in Tunisia. Environ Earth Sci 64:707–719
Krishna Bahadur KC (2009) Mapping soil erosion susceptibility using remote sensing and GIS: a case of the Upper Nam Wa Watershed, Nan Province, Thailand. Environ Geol 57:695–705
Lal R (2004) Soil carbon sequestration impacts on global climate change and food security. Science 304(5677):1623–1627
Le Bissonais Y (1996) Soil characteristics and aggregate stability. In: Agassi M (ed) Soil erosion, conservation and rehabilitation. Marcel Dekker, New York, pp 41–60
López-Vicente M, Navas A (2010) Relating soil erosion and sediment yield to geomorphic features and erosion processes at the catchment scale in the Spanish Pre-Pyrenees. Environ Earth Sci 61:143–158
Maerker M, Paz Castro C, Pelacani S, Soto Baeuerle MV (2008) Assessment of soil degradation susceptibility in the Chacabuco Province of Central Chile using a morphometry based response units approach. Geogr Fis Din Quat 31:47–53
Magliulo P (2005) Quaternary deposits and geomorphological evolution of the Telesina Valley (Southern Apennines). Geogr Fis Din Quat 28:125–146
Magliulo P (2010) Soil erosion susceptibility maps of the Janare Torrent Basin (Southern Italy). J Maps v2010:435–447 (with attached map). doi:10.4113/jom.2010.1116. www.journalofmaps.com
Magliulo P, Russo F, Lo Curzio S (2004) Rapporti tra assetto geomorfologico, caratteri dei suoli e produzione vitivinicola per la definizione preliminare del “terroir” della Valle Telesina (Provincia di Benevento). In: Proc of the Conf “I Paesaggi del Vino”. Perugia, Italy, pp 111–122
Magliulo P, Di Lisio A, Russo F, Zelano A (2008) Geomorphology and landslide susceptibility assessment using GIS and bivariate statistics: a case study in southern Italy. Nat Hazards 47:411–435
Magliulo P, Di Lisio A, Russo F (2009) Comparison of GIS-based methodologies for the landslide susceptibility assessment. GeoInformatica 13(3):253–265
McCool D, Brown L, Foster G, Mutchler C, Meyer L (1987) Revised slope steepness factor for the Universal Soil Loss Equation. Trans Am Soc Agric Eng 30:1387–1396
Melelli L, Taramelli A (2010) Criteria for the elaboration of susceptibility maps for DGSD phenomena in central Italy. Geogr Fis Din Quat 33:179–185
Morgan BW (1968) An introduction to Bayesian statistical decision processes. Prentice Hall, New York
Morgan RPC (2005) Soil erosion and conservation, 3rd edn. Blackwell Science Ltd., Oxford, UK
Moss AJ (1991) Rain impact soil crust. IV. Packing of sand and silt fractions by raindrops. Aust J Soil Res 29:331–337
Nearing MA, Pruski FF, O’Neal MR (2004) Expected climate change impacts on soil erosion rates: a review. J Soil Water Conserv 59(1):43–50
Nyssen J, Poesen J, Moeyersons J, Luyten E, Veyret Picot M, Deckers J, Mitiku H, Govers G (2002) Impact of road building on gully erosion risk, a case study from the northern Ethiopian highliands. Earth Surf Proc Land 27(12):1267–1283
Nyssen J, Veyret Picot M, Poesen J, Moeyersons J, Mitiku H, Deckers J, Govers G (2004) The effectiveness of loose rock check dams for gully control in Tigray, northern Ethiopia. Soil Use Manag 20:55–64
Oh HJ, Lee S (2011) Cross application used to validate landslide susceptibility maps using a probabilistic model from Korea. Environ Earth Sci 64:395–409
Okoba BO, Sterk G (2006) Quantification of visual soil erosion indicators in Gikuuri catchment in the central highlands of Kenya. Geoderma 134:34–47
Parker GG (1963) Piping, a geomorphic agent in landform development of the dry-lands. Int Ass Sci Hydr Publ 65:103–113
Pike RJ (2000) Geomorphometry—Diversity in quantitative surface analysis. Prog Phys Geogr 24:1–20
Prasannakumar V, Shiny R, Geetha N, Vijith H (2011) Spatial prediction of soil erosion risk by remote sensing, GIS and RUSLE approach: a case study of Siruvani River watershed in Attappady Valley, Kerala, India. Environ Earth Sci 64:965–972
Remondo J, Gonzàlez A, Diaz de Teràn JR, Cendrero A, Fabbri A, Chung CF (2003) Validation of landslide susceptibility maps; examples and applications from a case study in Northern Spain. Nat Hazards 30:437–449
Schaetzl R, Anderson S (2005) Soils: genesis and geomorphology. Cambridge University Press, Cambridge
Schoeneberger PJ, Wysocki DA, Benham EC, Broderson WD (eds) (2002) Field book for describing and sampling soils, version 2.0. Natural Resources Conservation Service, National Soil Survey Center, US Dept of Agriculture, Lincoln, NE
Simonson RW (1978) A multiple-process model of soil genesis. In: Mahaney WC (ed) Quaternary Soils. Geo Abstracts, Norwich, pp 1–25
Süzen ML, Doyuran V (2004a) A comparison of the GIS based landslide susceptibility assessment methods: multivariate versus bivariate. Environ Geol 45:665–679
Süzen ML, Doyuran V (2004b) Data driven bivariate landslide susceptibility assessment using geographical information systems: a method and application to Asarsuyu catchment, Turkey. Eng Geol 71:303–321
Torri D (1996) Slope, aspect and surface storage. In: Agassi M (ed) Soil erosion. Conservation and Rehabilitation, Marcel Dekker, New York, pp 77–106
USDA–NRCS (2003) Keys to Soil Taxonomy, ninth edition. Soil Survey Staff, US Dept of Agriculture, National Resources Conservation Service
Valentin C, Poesen J, Li Y (2005) Gully erosion: impacts, factors and control. Catena 63:132–153
Van Westen CJ (1993) Application of geographic information systems to landslide hazard zonation. In: ITC publ no 15, Int Inst for Aerospace and Earth Res Surv. Enschede, The Netherlands
Van Westen CJ, Rengers N, Soeters R (2003) Use of geomorphological information in indirect landslide susceptibility assessment. Nat Hazards 30:399–419
Vreeken WJ (1973) Soil variability in small loess watersheds: clay and organic carbon content. Catena 1:181–196
Vrieling A (2006) Satellite remote sensing for water erosion assessment: a review. Catena 65:2–18
Wilson G (2009) Understanding soil-pipe flow and its role in ephemeral gully erosion. Hydrol Process 25:2354–2364
Wischmeier WH, Smith DD (1978) Predicting rainfall erosion losses—a guide to conservation farming. US Dept of Agriculture, Agriculture Handbook n.537
Woo MK, Fang G, Di Cenzo PD (1997) The role of vegetation in the retardation of rill erosion. Catena 29:145–159
Yalcin A (2008) GIS-based landslide susceptibility mapping using analytical hierarchy process and bivariate statistics in Ardesen (Turkey): comparisons of results and confirmations. Catena 72:1–12
Yang D, Kanae S, Oki T, Koike T, Musiake K (2003) Global potential soil erosion with reference to land use and climatic change. Hydrol Process 17:2913–2928
Yin KJ, Yan TZ (1988) Statistical prediction model for slope instability of metamorphosed rocks. In: Proc of the 5th Int Symp on Landslides, vol 2. Lausanne, Switzerland, pp 1269–1272
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The author wishes to thank Dr. Laura Melelli and an anonymous reviewer for their useful suggestions and comments, which greatly helped to improve the scientific rigour and the readability of the paper.
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Magliulo, P. Assessing the susceptibility to water-induced soil erosion using a geomorphological, bivariate statistics-based approach. Environ Earth Sci 67, 1801–1820 (2012). https://doi.org/10.1007/s12665-012-1634-y
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DOI: https://doi.org/10.1007/s12665-012-1634-y