Gully erosion susceptibility assessment by means of GIS-based logistic regression: A case of Sicily (Italy)

[1]  Hubert Andrew Ireland,et al.  Principles of Gully Erosion in the Piedmont of South Carolina , 1939 .

[2]  Peter C. Patton,et al.  Gully Erosion, Northwestern Colorado: A Threshold Phenomenon , 1975 .

[3]  W. G. Knisel,et al.  CREAMS: a field scale model for Chemicals, Runoff, and Erosion from Agricultural Management Systems [USA] , 1980 .

[4]  A. C. Imeson,et al.  Gully types and gully prediction. , 1980 .

[5]  J. Hanley,et al.  The meaning and use of the area under a receiver operating characteristic (ROC) curve. , 1982, Radiology.

[6]  I. D. Moore,et al.  Topographic Effects on the Distribution of Surface Soil Water and the Location of Ephemeral Gullies , 1988 .

[7]  D. Woodward,et al.  Ephemeral Gully Erosion Model (EGEM) , 1988 .

[8]  David W. Hosmer,et al.  Applied Logistic Regression , 1991 .

[9]  D. Woodward,et al.  Method to predict cropland ephemeral gully erosion , 1999 .

[10]  Slope geometry and gully erosion development: Bananal, São Paulo, Brazil. , 1990 .

[11]  Gerardo Bocco,et al.  Gully erosion: processes and models , 1991 .

[12]  D. Montgomery,et al.  Channel Initiation and the Problem of Landscape Scale , 1992, Science.

[13]  J. Poesen Gully typology and gully control measures in the European loess belt , 1993 .

[14]  P. Reichenbach,et al.  Gis Technology in Mapping Landslide Hazard , 1995 .

[15]  Brian D. Ripley,et al.  Pattern Recognition and Neural Networks , 1996 .

[16]  J. Poesen,et al.  Contribution of gully erosion to sediment production in cultivated lands and rangelands , 1996 .

[17]  R. Bryan,et al.  The significance of soil piping processes: inventory and prospect , 1997 .

[18]  M. Kirkby,et al.  Gully processes and modelling , 1997 .

[19]  J. Poesen,et al.  Topographical thresholds for ephemeral gully initiation in intensively cultivated areas of the Mediterranean , 1998 .

[20]  C. P. Phillips The badlands of Italy: a vanishing landscape? , 1998 .

[21]  Aleksey Sidorchuk,et al.  Dynamic and static models of gully erosion , 1999 .

[22]  P. Reichenbach,et al.  Landslide hazard evaluation: a review of current techniques and their application in a multi-scale study, Central Italy , 1999 .

[23]  J. Poesen,et al.  Importance of slope gradient and contributing area for optimal prediction of the initiation and trajectory of ephemeral gullies , 1999 .

[24]  José A. Martínez-Casasnovas,et al.  Prediction of existing gully erosion in vineyard parcels of the NE Spain: a logistic modelling approach , 1999 .

[25]  J. Poesen,et al.  Thresholds for gully initiation and sedimentation in Mediterranean Europe , 2000 .

[26]  S. Moretti,et al.  A typical “calanchi” landscape on the Eastern Apennine margin (Atri, Central Italy): geomorphological features and evolution , 2000 .

[27]  John P. Wilson,et al.  Terrain analysis : principles and applications , 2000 .

[28]  J. Poesen,et al.  Characteristics and controlling factors of bank gullies in two semi-arid mediterranean environments , 2000 .

[29]  S. Menard Applied Logistic Regression Analysis , 1996 .

[30]  Andrew D. Weiss Topographic position and landforms analysis , 2001 .

[31]  J. Poesen,et al.  Testing the ephemeral gully erosion model (EGEM) in mediterranean environments , 2001 .

[32]  J. Poesen,et al.  Testing the Ephemeral Gully Erosion Model (EGEM) for two Mediterranean environments , 2001 .

[33]  J. Poesen,et al.  Gully erosion in dryland environments , 2002 .

[34]  M. Kirkby,et al.  Dryland Rivers: Hydrology and Geomorphology of Semi-arid Channels , 2002 .

[35]  J. Poesen,et al.  Prediction of concentrated flow width in ephemeral gully channels , 2002 .

[36]  Erin E. Dooley,et al.  United Nations Convention to Combat Desertification 1994 , 2017 .

[37]  Michel Vauclin,et al.  Evaluation of an antecedent precipitation index to model runoff yield in the western Sierra Madre (North-west Mexico) , 2002 .

[38]  P. Jungerius,et al.  Road construction and gully erosion in West Pokot, Kenya , 2002 .

[39]  J. Poesen,et al.  Impact of road building on gully erosion risk: a case study from the Northern Ethiopian Highlands , 2002 .

[40]  M. Martínez-Mena,et al.  The role of antecedent soil water content in the runoff response of semiarid catchments: a simulation approach , 2003 .

[41]  Bojie Fu,et al.  Evaluating gully erosion using 137Cs and 210Pb/137Cs ratio in a reservoir catchment , 2003 .

[42]  J. Poesen,et al.  Gully erosion and environmental change: importance and research needs , 2003 .

[43]  John C. Davis,et al.  Using multiple logistic regression and GIS technology to predict landslide hazard in northeast Kansas, USA , 2003 .

[44]  W. F. Cannon,et al.  Effects of Holocene climate change on mercury deposition in Elk Lake, Minnesota: The importance of eolian transport in the mercury cycle , 2003 .

[45]  J. Dafonte,et al.  Ephemeral gully erosion in northwestern Spain , 2003 .

[46]  Jean Poesen,et al.  Assessment of sidewall erosion in large gullies using multi-temporal DEMs and logistic regression analysis , 2004 .

[47]  C. Valentin,et al.  Spatial and temporal assessment of linear erosion in catchments under sloping lands of northern Laos , 2005 .

[48]  Lucila Ohno-Machado,et al.  The use of receiver operating characteristic curves in biomedical informatics , 2005, J. Biomed. Informatics.

[49]  A. Capra,et al.  Application of the EGEM model to predict ephemeral gully erosion in Sicily, Italy , 2005 .

[50]  Ricco Rakotomalala,et al.  TANAGRA : un logiciel gratuit pour l'enseignement et la recherche , 2005, EGC.

[51]  J. Poesen,et al.  Gully erosion: Impacts, factors and control , 2005 .

[52]  Annalisa,et al.  SPATIAL DISTRIBUTION AND MORPHOLOGICAL FEATURES OF GULLIES IN AN AGROPASTORAL AREA IN SARDINIA, ITALY , 2006 .

[53]  Tom Fawcett,et al.  An introduction to ROC analysis , 2006, Pattern Recognit. Lett..

[54]  J. Poesen,et al.  Channel width–flow discharge relationships for rills and gullies , 2006 .

[55]  John P. Wilson,et al.  Use of terrain variables for mapping gully erosion susceptibility in Lebanon , 2007 .

[56]  Louise J. Bracken,et al.  The concept of hydrological connectivity and its contribution to understanding runoff‐dominated geomorphic systems , 2007 .

[57]  Violette Geissen,et al.  Superficial and subterranean soil erosion in Tabasco, tropical Mexico : Development of a decision tree modeling approach , 2007 .

[58]  J. Poesen,et al.  Dynamics of soil erosion rates and controlling factors in the Northern Ethiopian Highlands – towards a sediment budget , 2008 .

[59]  H. A. Nefeslioglu,et al.  An assessment on the use of logistic regression and artificial neural networks with different sampling strategies for the preparation of landslide susceptibility maps , 2008 .

[60]  Christian Conoscenti,et al.  Soil erosion susceptibility assessment and validation using a geostatistical multivariate approach: a test in Southern Sicily , 2008 .

[61]  Jacky Croke,et al.  Thresholds for channel initiation at road drain outlets , 2008 .

[62]  V. Ferro,et al.  Field investigation on rilling in the experimental Sparacia area, South Italy , 2008 .

[63]  Arash Malekian,et al.  Geomorphic threshold conditions for gully erosion in Southwestern Iran (Boushehr-Samal watershed) , 2009 .

[64]  L. Bracken,et al.  Gully processes and gully dynamics , 2009 .

[65]  G. Rawat,et al.  Landslide susceptibility zonation mapping and its validation in part of Garhwal Lesser Himalaya, India, using binary logistic regression analysis and receiver operating characteristic curve method , 2009 .

[66]  S. Schnabel,et al.  Using and comparing two nonparametric methods (CART and MARS) to model the potential distribution of gullies , 2009 .

[67]  S. Schnabel,et al.  Gully erosion, land use and topographical thresholds during the last 60 years in a small rangeland catchment in SW Spain , 2009 .

[68]  T. Svoray,et al.  Catchment scale analysis of the effect of topography, tillage direction and unpaved roads on ephemeral gully incision , 2009 .

[69]  Kate Rowntree,et al.  Topographic thresholds in gully development on the hillslopes of communal areas in Ngqushwa Local Municipality, Eastern Cape, South Africa , 2009 .

[70]  V. Ferro,et al.  Similarity between morphological characteristics of rills and ephemeral gullies in Sicily, Italy , 2009 .

[71]  Ángel M. Felicísimo,et al.  Modelling the occurrence of gullies in rangelands of southwest Spain , 2009 .

[72]  P. Magliulo Soil erosion susceptibility maps of the Janare Torrent Basin (Southern Italy) , 2010 .

[73]  S. Bai,et al.  GIS-based logistic regression for landslide susceptibility mapping of the Zhongxian segment in the Three Gorges area, China , 2010 .

[74]  José Moya,et al.  Influence of sample and terrain unit on landslide susceptibility assessment at La Pobla de Lillet, Eastern Pyrenees, Spain , 2010 .

[75]  Christian Conoscenti,et al.  The role of the diagnostic areas in the assessment of landslide susceptibility models: a test in the sicilian chain , 2011 .

[76]  Aykut Akgün,et al.  Mapping erosion susceptibility by a multivariate statistical method: A case study from the Ayvalık region, NW Turkey , 2011, Comput. Geosci..

[77]  Federica Lucà,et al.  Comparison of GIS-based gullying susceptibility mapping using bivariate and multivariate statistics: Northern Calabria, South Italy , 2011 .

[78]  Irene Marzolff,et al.  Short‐term versus medium‐term monitoring for detecting gully‐erosion variability in a Mediterranean environment , 2011 .

[79]  J. L. Contador,et al.  Procesos, factores y consecuencias de la erosión por cárcavas; trabajos desarrollados en la Península Ibérica , 2011 .

[80]  Mazda Kompani-Zare,et al.  The effect of some watershed, soil characteristics and morphometric factors on the relationship betw , 2011 .

[81]  B. Schröder,et al.  A functional entity approach to predict soil erosion processes in a small Plio-Pleistocene Mediterranean catchment in Northern Chianti, Italy , 2011 .

[82]  V. Ferro,et al.  Measurements of rill and gully erosion in Sicily , 2011 .

[83]  D. Costanzo,et al.  Slope units-based flow susceptibility model: using validation tests to select controlling factors , 2012, Natural Hazards.

[84]  M. Conforti,et al.  Geomorphology and GIS analysis for mapping gully erosion susceptibility in the Turbolo stream catchment (Northern Calabria, Italy) , 2011 .

[85]  Dino Torri,et al.  Spatial variation of bed roughness in eroding rills and gullies , 2012 .

[86]  S. L. Gariano,et al.  Identifying gullies in the Mediterranean environment by coupling a complex threshold model and a GIS , 2012 .

[87]  E. Rotigliano,et al.  Geomorphological, chemical and physical study of “calanchi” landforms in NW Sicily (southern Italy) , 2012 .

[88]  B. Scicolone,et al.  Quantifying interrill and ephemeral gully erosion in a small Sicilian basin interrill and ephemeral gully erosion in a small Sicilian basin , 2012 .

[89]  Paolo Magliulo,et al.  Assessing the susceptibility to water-induced soil erosion using a geomorphological, bivariate statistics-based approach , 2012, Environmental Earth Sciences.

[90]  M. R. Boussema,et al.  Sediment yield from irregularly shaped gullies located on the Fortuna lithologic formation in semi-arid area of Tunisia , 2012 .

[91]  T. Svoray,et al.  Predicting gully initiation: comparing data mining techniques, analytical hierarchy processes and the topographic threshold , 2012 .

[92]  Michael Märker,et al.  A GIS-based approach for gully erosion susceptibility modelling: a test in Sicily, Italy , 2013, Environmental Earth Sciences.

[93]  Vincent Chaplot,et al.  Impact of terrain attributes, parent material and soil types on gully erosion , 2013 .

[94]  C. Conoscenti,et al.  Testing GIS-morphometric analysis of some Sicilian badlands. , 2014 .