MedREM, a rainfall erosivity model for the Mediterranean region

Summary This paper presents and assesses the model MedREM, in which annual-based climate and rainstorm data are used to estimate the long-term (R)Universal Soil Loss Equations and its Revisions (USLE) annual rainfall erosivity over a large region. Two known models of rainfall erosivity (named after the first author of the original paper, Torri and Yang) were also assessed and compared with the MedREM. Yang and Torri models are both based on the annual precipitation models. MedREM also takes annual maximum daily precipitation data into account, and incorporates a longitude-dependent coefficient. The test area was a large region centered on the Mediterranean basin, in which 66 weather stations were available – 43 Italian and 23 out-of-Italy sites (12 countries, about 30–50° latitude North, and 10–50° longitude East) – with multi-year data of (R)USLE annual erosivity. The three models were calibrated against (R)USLE rainfall erosivity data from 55 stations and evaluated over a validation dataset from 11 Italian stations. On the validation dataset, the MedREM estimates generally compared well with the (R)USLE data according to Nush–Sutcliffe coefficient (0.87 against 0.76 and 0.73 with Torri and Yang model, respectively). Implications for erosivity modelling were discussed in the context of climatic features concluding that accurate estimations of site-specific annual erosivity for the Mediterranean region require process-based model with spatially-explicit parameterization.

[1]  J. Škvarenina,et al.  Bioclimatology and natural hazards , 2009 .

[2]  Chris S. Renschler,et al.  Evaluating spatial and temporal variability in soil erosion risk—rainfall erosivity and soil loss ratios in Andalusia, Spain , 1999 .

[3]  A. Mazzarella Multifractal Dynamic Rainfall Processes in Italy , 1999 .

[4]  Estimating Single Storm Erosion Index , 1994 .

[5]  J. Ridout Sensitivity of tropical Pacific convection to dry layers at mid- to upper levels: Simulation and parameterization tests , 2002 .

[6]  S. Anthony,et al.  The relationship between potentially erosive storm energy and daily rainfall quantity in England and Wales. , 2005, The Science of the total environment.

[7]  Rattan Lal,et al.  Soil Conservation and Management in the Humid Tropics , 1977 .

[8]  R. Beedle,et al.  Erosivity index of urban storms: case study of two stations of Kermanshah. , 2009, Pakistan journal of biological sciences : PJBS.

[9]  F. F. Pruski,et al.  Expected climate change impacts on soil erosion rates: A review , 2004 .

[10]  L. Galicia,et al.  Rainstorm Analysis and Rainfall Erosivity of a Seasonal Tropical Region with a Strong Cyclonic Influence on the Pacific Coast of Mexico , 1995 .

[11]  Sergio M. Vicente-Serrano,et al.  Mapping rainfall erosivity at a regional scale: a comparison of interpolation methods in the Ebro Basin (NE Spain) , 2009 .

[12]  U. Safriel,et al.  Status of Desertification in the Mediterranean Region , 2009 .

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

[14]  N. Diodato Local Models for Rainstorm-induced Hazard Analysis on Mediterranean River-torrential Geomorphological Systems , 2022 .

[15]  Other,et al.  Mediterranean climate variability , 2006 .

[16]  M. Coutinho,et al.  A new procedure to estimate the RUSLE EI30 index, based on monthly rainfall data and applied to the Algarve region, Portugal , 2001 .

[17]  Isabel F. Trigo,et al.  Cyclones in the Mediterranean Region: Climatology and Effects on the Environment , 2005 .

[18]  A. Bollinne,et al.  L'érosivité des précipitations à Florennes Révision de la carte des isohyètes et de la carte d'érosivité de la Belgique , 1979 .

[19]  H.M.J. Arnoldus,et al.  Methodology used to determine the maximum potential average annual soil loss due to sheet and rill erosion in Morocco , 1977 .

[20]  Javier Martin-Vide,et al.  Secular Climatic Oscillations as Indicated by Catastrophic Floods in the Spanish Mediterranean Coastal Area (14th–19th Centuries) , 1998 .

[21]  L. Gaál,et al.  Some Facts on Extreme Weather Events Analysis in Slovakia , 2009 .

[22]  J. Hofierka,et al.  Soil erosion assessment of Slovakia at a regional scale using GIS , 2002 .

[23]  J. Rubio,et al.  Water Scarcity, Land Degradation and Desertification in the Mediterranean Region , 2009 .

[24]  L. B. Leopold,et al.  Water In Environmental Planning , 1978 .

[25]  Bofu Yu,et al.  Estimating the R-factor with limited rainfall data: A case study from Peninsular Malaysia , 2001 .

[26]  S. El‐Swaify,et al.  Soil Erosion and Conservation , 1986 .

[27]  M. Stocking,et al.  Rainfall erosivity over Rhodesia , 1976 .

[28]  Luca Montanarella,et al.  Soil erosion risk assessment in Europe , 2000 .

[29]  Toshio Koike,et al.  Global potential soil erosion with reference to land use and climate changes , 2003 .

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

[31]  Wen-Chieh Chou,et al.  Soil erosion prediction and sediment yield estimation: the Taiwan experience , 2002 .

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

[33]  A. Skowronek,et al.  Future rainfall erosivity derived from large-scale climate models — methods and scenarios for a humid region , 1999 .

[34]  M. Geb Factors favouring precipitation in North Africa: seen from the viewpoint of present-day climatology , 2000 .

[35]  F. D'asaro,et al.  Assessing changes in rainfall erosivity in Sicily during the twentieth century , 2007 .

[36]  J. Bintliff Time, process and catastrophism in the study of Mediterranean alluvial history: A review , 2002 .

[37]  U. Patnaik Erosion Index Analysis for Eastern Ghat High Zone of Orissa , 2004 .

[38]  Nada Dragović,et al.  Erosion and sedimentation problems in Serbia , 1999 .

[39]  D. Lüthi,et al.  The role of increasing temperature variability in European summer heatwaves , 2004, Nature.

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

[41]  Ronny Berndtsson,et al.  Comparison between rainfall simulator erosion and observed reservoir sedimentation in an erosion-sensitive semiarid catchment , 2002 .

[42]  G. Bellocchi,et al.  Modelling vegetation greenness responses to climate variability in a Mediterranean terrestrial ecosystem , 2008, Environmental monitoring and assessment.

[43]  M. Schaeffer,et al.  Shifts of means are not a proxy for changes in extreme winter temperatures in climate projections , 2005 .

[44]  Yoav Benjamini,et al.  The paradoxical increase of Mediterranean extreme daily rainfall in spite of decrease in total values , 2002 .

[45]  J. Poesen,et al.  Soil erosion in Europe , 2006 .

[46]  N. Diodato Geostatistical Uncertainty Modelling for the Environmental Hazard Assessment During Single Erosive Rainstorm Events , 2005, Environmental monitoring and assessment.

[47]  S. Changnon Thunderstorm Rainfall in the Conterminous United States , 2001 .

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

[49]  Chidong Zhang,et al.  Variability of midtropospheric moisture and its effect on cloud-top height distribution during TOGA COARE , 1997 .

[50]  J. Poesen,et al.  Erosion, flooding and channel management in Mediterranean environments of southern Europe , 1997 .

[51]  Gianni Bellocchi,et al.  Estimating monthly ( R)USLE climate input in a Mediterranean region using limited data , 2007 .

[52]  R. Katz,et al.  Extreme events in a changing climate: Variability is more important than averages , 1992 .

[53]  D. Easterling,et al.  Observed variability and trends in extreme climate events: A brief review , 2000 .

[54]  V. Uygur,et al.  Estimating spatial distribution of soil loss over Seyhan River Basin in Turkey , 2007 .

[55]  Donald Gabriëls,et al.  Rainfall erosivity in Cape Verde , 2000 .

[56]  Kenneth G. Renard,et al.  Using monthly precipitation data to estimate the R-factor in the revised USLE , 1994 .

[57]  M. Luis,et al.  A review of daily soil erosion in Western Mediterranean areas , 2007 .

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

[59]  Desertification Hazard in a Mountainous Ecosystem in the High Atlas Region, Morocco , 2002 .

[60]  J. A. Martínez-Casasnovas,et al.  Trends in Precipitation Concentration and Extremes in the Mediterranean Penedès-Anoia Region, Ne Spain , 2006 .

[61]  ESTIMATING STORM EROSION INDEX IN SOUTHERN REGION OF I. R. IRAN , 2005 .

[62]  P. D’Odorico,et al.  An Assessment of ENSO-Induced Patterns of Rainfall Erosivity in the Southwestern United States , 2001 .

[63]  D. Stoyan,et al.  Statistical Analysis and Modelling of Spatial Point Patterns , 2008 .

[64]  Bofu Yu,et al.  Using CLIGEN to generate RUSLE climate inputs , 2002 .

[65]  I. Khater Monitoring and Evaluating Environmental Erosion in the North Western Coast of Egypt and Tunisia , 2004 .