Simulation of field-measured soil loss in Mediterranean hilly areas (Chianti, Italy) with RUSLE

Abstract The issue of soil erosion is considered highly important by local administrators of the Chianti region. Thus, a methodology for predicting the long-term average annual soil loss, by using the Revised Universal Soil Loss Equation (RUSLE) in a Geographical Information System framework was developed and assessed. The rainfall and runoff erosivity factor was calculated using 35 raingauges with an acquisition interval of 15 min in the period from 1996 to 2010. The soil erodibility factor was estimated using a soil map at a scale of 1:50,000. The topographic factor was calculated from a 10 m digital elevation model. Moreover, a methodology was proposed that took into account the vineyard row direction and slope. Soil loss field data (566 field sites) were measured over 6 years using a topographical approach, and used to validate the model results. The statistical indices for the evaluation of the model were, respectively, the mean percent error (M%E), − 0.1%, the ratio of the RMSE to the standard deviation of the observations (RSR), 23.7%; and the Nash–Sutcliffe coefficient (NCS), 0.9. Statistics indicated good predictions of long-term average annual soil losses at a field scale. The average annual soil loss for the study area was predicted up to 6.4 t·ha − 1 ·y − 1 . Approximately 13% of the study area was classified as high erosion (≥ 22 t·ha − 1 ·y − 1 ). The identification of areas with the greatest erosion risk supports the possibility of using the model for land-use and land-management planning purposes. Moreover, this assists in the identification of those areas towards which conservation measures can be directed.

[1]  G. R. Foster,et al.  Predicting soil erosion by water : a guide to conservation planning with the Revised Universal Soil Loss Equation (RUSLE) , 1997 .

[2]  Panos Panagos,et al.  Estimating the soil erosion cover-management factor at the European scale , 2015 .

[3]  Soil erosion at three experimental sites in the Mediterranean , 1999 .

[4]  V. Breneman,et al.  THE COST OF SOIL EROSION TO DOWNSTREAM NAVIGATION , 2002 .

[5]  Gianni Bellocchi,et al.  MedREM, a rainfall erosivity model for the Mediterranean region , 2010 .

[6]  Panos Panagos,et al.  Modelling the effect of support practices (P-factor) on the reduction of soil erosion by water at European Scale , 2015 .

[7]  Anthony J. Jakeman,et al.  A review of erosion and sediment transport models , 2003, Environ. Model. Softw..

[8]  K. Oost,et al.  Integrating science, policy and farmers to reduce soil loss and sediment delivery in Flanders, Belgium , 2003 .

[9]  T. Børresen,et al.  Adaptation of RUSLE in the Eastern Part of the Mediterranean Region , 2004, Environmental management.

[10]  G. R. Foster,et al.  A Runoff Erosivity Factor and Variable Slope Length Exponents for Soil Loss Estimates , 1977 .

[11]  B. F. Alemaw,et al.  Assessment of Sedimentation Impacts on Small Dams—A Case of Small Reservoirs in the Lotsane Catchment , 2013 .

[12]  C. Douglas,et al.  Nitrogen and Phosphorus in Surface Runoff and Sediment from a Wheat‐Pea Rotation in Northeastern Oregon , 1998 .

[13]  S. Orlandini,et al.  Evaluating the Arc-SWAT2009 in predicting runoff, sediment, and nutrient yields from a vineyard and an olive orchard in Central Italy , 2015 .

[14]  C. Giourga,et al.  Quantitative Assessment of Agricultural Runoff and Soil Erosion Using Mathematical Modeling: Applications in the Mediterranean Region , 2002, Environmental management.

[15]  L. Montanarella,et al.  Soil Erosion Risk in Europe , 2002 .

[16]  Marc Voltz,et al.  Soil tillage and scale effects on erosion from fields to catchment in a Mediterranean vineyard area , 2009 .

[17]  I. Kisić Soil erosion under different tillage methods in central Croatia , 2012 .

[18]  Sergio Grauso,et al.  Soil erosion prediction at the basin scale using the revised universal soil loss equation (RUSLE) in a catchment of Sicily (southern Italy) , 2006 .

[19]  S. Orlandini,et al.  Determining potential rainwater harvesting sites using a continuous runoff potential accounting procedure and GIS techniques in central Italy , 2014 .

[20]  Michael A. Fullen,et al.  Soil erosion and conservation in northern Europe , 2003 .

[21]  Bofu Yu,et al.  An Assessment of a Daily Rainfall Erosivity Model for NSW , 1996 .

[22]  José A. Martínez-Casasnovas,et al.  Impact of land levelling on soil moisture and runoff variability in vineyards under different rainfall distributions in a Mediterranean climate and its influence on crop productivity , 2006 .

[23]  J. Poesen,et al.  Regional scale variability in sediment and nutrient delivery from small agricultural watersheds. , 2002, Journal of environmental quality.

[24]  S. D. Angima,et al.  Soil erosion prediction using RUSLE for central Kenyan highland conditions , 2003 .

[25]  I. D. Moore,et al.  Modelling Erosion and Deposition: Topographic Effects , 1986 .

[26]  Honglei Zhu,et al.  RUSLE applied in a GIS framework: Calculating the LS factor and deriving homogeneous patches for estimating soil loss , 2005, Int. J. Geogr. Inf. Sci..

[27]  Matthew G. Hohmann,et al.  Using soil erosion modeling for improved conservation planning: a GIS-based tutorial , 2001 .

[28]  A. Directorate ENVIRONMENTAL PERFORMANCE OF AGRICULTURE AT A GLANCE , 2012 .

[29]  D. Montgomery Soil erosion and agricultural sustainability , 2007, Proceedings of the National Academy of Sciences.

[30]  N. Drake,et al.  Scaling land surface parameters for global‐scale soil erosion estimation , 2002 .

[31]  S. Lecce,et al.  Seasonal controls on sediment delivery in a small coastal plain watershed, North Carolina, USA , 2006 .

[32]  S. Orlandini,et al.  Raindrop Size Distribution and Soil Erosion , 2012 .

[33]  Panos Panagos,et al.  The new assessment of soil loss by water erosion in Europe , 2015 .

[34]  Artemi Cerdà,et al.  Soil erosion assessment on tillage and alternative soil managements in a Sicilian vineyard , 2011 .

[35]  Luca Montanarella,et al.  Soil erosion risk assessment in Italy , 1999 .

[36]  G. Gilat,et al.  Method for smooth approximation of data , 1977 .

[37]  Jeffrey G. Arnold,et al.  Model Evaluation Guidelines for Systematic Quantification of Accuracy in Watershed Simulations , 2007 .

[38]  G. Erpul,et al.  Use of USLE/GIS Methodology for Predicting Soil Loss in a Semiarid Agricultural Watershed , 2007, Environmental monitoring and assessment.

[39]  C. K. Mutchler,et al.  Revised Slope Length Factor for the Universal Soil Loss Equation , 1989 .

[40]  Filippos Vallianatos,et al.  Soil erosion prediction using the Revised Universal Soil Loss Equation (RUSLE) in a GIS framework, Chania, Northwestern Crete, Greece , 2009 .

[41]  Claudio O. Stöckle,et al.  Estimating water erosion and sediment yield with GIS, RUSLE, and SEDD , 2003 .

[42]  R. Lal,et al.  Soil degradation by erosion , 2001 .

[43]  S. El‐Swaify,et al.  Effectiveness of EI30 as an erosivity index in Hawaii , 1985 .

[44]  J. Nash,et al.  River flow forecasting through conceptual models part I — A discussion of principles☆ , 1970 .

[45]  M. Märker,et al.  Simulation of soil erosion and deposition in a changing land use: A modelling approach to implement the support practice factor , 2008 .

[46]  Joël Daroussin,et al.  Mapping erosion risk for cultivated soil in France , 2002 .

[47]  David R. Montgomery,et al.  Modeling large-scale fluvial erosion in geographic information systems , 2003 .

[48]  W. H. Wischmeier,et al.  Predicting rainfall erosion losses : a guide to conservation planning , 1978 .

[49]  C. Zanchi,et al.  influence of different tillage systems and different crops on soil losses on hilly silty-clayey soil , 1981 .

[50]  Jaroslav Hofierka,et al.  Modelling Topographic Potential for Erosion and Deposition Using GIS , 1996, Int. J. Geogr. Inf. Sci..

[51]  G. Drogue,et al.  A statistical–topographic model using an omnidirectional parameterization of the relief for mapping orographic rainfall , 2002 .

[52]  Gerard Govers,et al.  A GIS procedure for automatically calculating the USLE LS factor on topographically complex landscape units , 1996 .

[53]  J. Thornes Modelling Soil Erosion by Grazing: Recent Developments and New Approaches , 2007 .

[54]  Simone Orlandini,et al.  Modeling Soil and Nutrient Runoff Yields from an Italian Vineyard Using SWAT , 2013 .

[55]  Giuseppe Giordano,et al.  Isoerosivity and erosion risk map for Sicily , 1991 .

[56]  M. Isabirye,et al.  Prediction of soil erosion in a Lake Victoria basin catchment using a GIS-based Universal Soil Loss model , 2003 .

[57]  Gerard Govers,et al.  Erosion models: quality of spatial predictions , 2003 .

[58]  V. H. Zuazo,et al.  Environmental impact from mountainous olive orchards under different soil-management systems (SE Spain) , 2006 .

[59]  A. Vacca,et al.  Sheet and Rill Erosion , 2006 .

[60]  Hubert Gulinck,et al.  Assessment of soil erosion at large watershed scale using RUSLE and GIS: a case study in the Loess Plateau of China , 2005 .

[61]  Donald K. McCool,et al.  Modeling the impacts of no-till practice on soil erosion and sediment yield with RUSLE, SEDD, and ArcView GIS , 2006 .

[62]  G. R. Foster,et al.  An Erosion Equation Derived from Basic Erosion Principles , 1977 .

[63]  Jaroslav Hofierka,et al.  Interpolation by regularized spline with tension: II. Application to terrain modeling and surface geometry analysis , 1993 .

[64]  I. Moore,et al.  Length-slope factors for the Revised Universal Soil Loss Equation: simplified method of estimation , 1992 .

[65]  Yongping Wei,et al.  Ecosystem management based on ecosystem services and human activities: a case study in the Yanhe watershed , 2011, Sustainability Science.

[66]  F. Bonn,et al.  Potential retrieval of tillage direction as a runoff indicator using Radarsat data , 2001 .

[67]  Steven G. Anthony,et al.  “MIRSED” towards an MIR approach to modelling hillslope soil erosion at the national scale , 2001 .

[68]  Donald Gabriëls,et al.  Assessment of USLE cover-management C-factors for 40 crop rotation systems on arable farms in the Kemmelbeek watershed, Belgium , 2003 .

[69]  M. C. Ramos,et al.  Nutrient losses from a vineyard soil in Northeastern Spain caused by an extraordinary rainfall event , 2004 .

[70]  P. Couteron,et al.  Textural approaches for vineyard detection and characterization using very high spatial resolution remote sensing data , 2008 .

[71]  Robert J. A. Jones,et al.  Indicators for pan-European assessment and monitoring of soil erosion by water , 2004 .

[72]  W. H. Wischmeier,et al.  A Rainfall Erosion Index for a Universal Soil-Loss Equation , 1959 .

[73]  Panos Panagos,et al.  Soil erodibility in Europe: a high-resolution dataset based on LUCAS. , 2014, The Science of the total environment.

[74]  P. Roggero,et al.  Effetto delle tecniche agronomiche di intensificazione foraggera sui fenomeni erosivi dei terreni in pendio in ambiente mediterraneo , 1994 .

[75]  Hanspeter Liniger,et al.  A high-resolution soil erosion risk map of Switzerland as strategic policy support system , 2013 .