Artículo

Soil erosion modelling: A bibliometric analysis

Resumen

Soil erosion can present a major threat to agriculture due to loss of soil, nutrients, and organic carbon. Therefore, soil erosion modelling is one of the steps used to plan suitable soil protection measures and detect erosion hotspots. A bibliometric analysis of this topic can reveal research patterns and soil erosion modelling characteristics that can help identify steps needed to enhance the research conducted in this field. Therefore, a detailed bibliometric analysis, including investigation of collaboration networks and citation patterns, should be conducted. The updated version of the Global Applications of Soil Erosion Modelling Tracker (GASEMT) database contains information about citation characteristics and publication type. Here, we investigated the impact of the number of authors, the publication type and the selected journal on the number of citations. Generalized boosted regression tree (BRT) modelling was used to evaluate the most relevant variables related to soil erosion modelling. Additionally, bibliometric networks were analysed and visualized. This study revealed that the selection of the soil erosion model has the largest impact on the number of publication citations, followed by the modelling scale and the publication’s CiteScore. Some of the other GASEMT database attributes such as model calibration and validation have negligible influence on the number of citations according to the BRT model. Although it is true that studies that conduct calibration, on average, received around 30% more citations, than studies where calibration was not performed. Moreover, the bibliographic coupling and citation networks show a clear continental pattern, although the co-authorship network does not show the same characteristics. Therefore, soil erosion modellers should conduct even more comprehensive review of past studies and focus not just on the research conducted in the same country or continent. Moreover, when evaluating soil erosion models, an additional focus should be given to field measurements, model calibration, performance assessment and uncertainty of modelling results. The results of this study indicate that these GASEMT database attributes had smaller impact on the number of citations, according to the BRT model, than anticipated, which could suggest that these attributes should be given additional attention by the soil erosion modelling community. This study provides a kind of bibliographic benchmark for soil erosion modelling research papers as modellers can estimate the influence of their paper. © 2021 The Author(s)
Bezak, Nejc (56019823000); Mikoš, Matjaž (6602109398); Borrelli, Pasquale (55550687100); Alewell, Christine (57206454235); Alvarez, Pablo (56055936800); Anache, Jamil Alexandre Ayach (56507254500); Baartman, Jantiene (23468621900); Ballabio, Cristiano (26424565700); Biddoccu, Marcella (22984086100); Cerdà, Artemi (57195523298); Chalise, Devraj (56315455300); Chen, Songchao (56604392700); Chen, Walter (57221089705); De Girolamo, Anna Maria (35108905100); Gessesse, Gizaw Desta (36476991900); Deumlich, Detlef (56039576000); Diodato, Nazzareno (6506871944); Efthimiou, Nikolaos (57147924900); Erpul, Gunay (6603656874); Fiener, Peter (9744965500); Freppaz, Michele (15070197600); Gentile, Francesco (56423360100); Gericke, Andreas (50461330900); Haregeweyn, Nigussie (10038800800); Hu, Bifeng (57193428744); Jeanneau, Amelie (57208236192); Kaffas, Konstantinos (56151599900); Kiani-Harchegani, Mahboobeh (57222515941); Villuendas, Ivan Lizaga (56993779700); Li, Changjia (55235508600); Lombardo, Luigi (55270100100); López-Vicente, Manuel (10738974200); Lucas-Borja, Manuel Esteban (35078778700); Maerker, Michael (57218144602); Miao, Chiyuan (55257009900); Modugno, Sirio (36993345600); Möller, Markus (15762914300); Naipal, Victoria (56845646200); Nearing, Mark (57208455795); Owusu, Stephen (57211779124); Panday, Dinesh (57191164951); Patault, Edouard (57207357093); Patriche, Cristian Valeriu (34771966300); Poggio, Laura (25625606300); Portes, Raquel (57190490870); Quijano, Laura (38663125700); Rahdari, Mohammad Reza (57189987516); Renima, Mohammed (57201519123); Ricci, Giovanni Francesco (57200616783); Rodrigo-Comino, Jesús (56178653000); Saia, Sergio (55179568400); Samani, Aliakbar Nazari (36027579600); Schillaci, Calogero (55754118600); Syrris, Vasileios (16643897700); Kim, Hyuck Soo (56508697500); Spinola, Diogo Noses (56117083600); Oliveira, Paulo Tarso (35748383000); Teng, Hongfen (55488702100); Thapa, Resham (36995622600); Vantas, Konstantinos (57209022348); Vieira, Diana (36464306300); Yang, Jae E. (15039618700); Yin, Shuiqing (26656393100); Zema, Demetrio Antonio (57219174679); Zhao, Guangju (25958585900); Panagos, Panos (14045518900)
2021
10.1016/j.envres.2021.111087
https://www.scopus.com/inward/record.uri?eid=2-s2.0-85104376762&doi=10.1016%2fj.envres.2021.111087&partnerID=40&md5=bc080079c9c572c9a2f2f26fd0d21f15
University of Ljubljana, Faculty of Civil and Geodetic Engineering, Ljubljana, Slovenia; Department of Earth and Environmental Sciences, University of Pavia, Via Ferrata, 1, Pavia, 27100, Italy; Kangwon National University, Chuncheon-si, Gangwon-do, South Korea; Department of Environmental Sciences, Environmental Geosciences, University of Basel, Basel, CH-4056, Switzerland; Institute of Geography and Geoecology, Karlsruhe Institute of Technology, Germany; Faculty of Agricultural Sciences, National University of Loja, Ecuador; Department of Hydraulics and Sanitation, São Carlos School of Engineering (EESC), University of São Paulo (USP), CxP. 359, São Carlos, 13566-590, SP, Brazil; Federal University of Mato Grosso Do Sul, CxP. 549, Campo Grande, 79070-900, MS, Brazil; Soil Physics and Land Management Group, Wageningen University, Wageningen, Netherlands; European Commission, Joint Research Centre (JRC), Ispra, Italy; Institute of Sciences and Technologies for Sustainable Energy and Mobility (STEMS), National Research Council of Italy (CNR), Strada Delle Cacce 73, Torino, 10135, Italy; Soil Erosion and Degradation Research Group, Department of Geography, University of Valencia, Valencia, Spain; School of Environmental and Rural Science, University of New England, Armidale, 2351, NSW, Australia; INRAE, Unité InfoSol, Orléans, 45075, France; Department of Civil Engineering, National Taipei University of Technology, Taiwan; Water Research Institute-National Research Council, Bari, Italy; International Crops Research Institute for the Semi-Arid Tropics (ICRISAT), Ethiopia; Leibniz-Center for Agricultural Landscape Research Muencheberg (ZALF), Germany; Met European Research Observatory—International Affiliates Program of the University Corporation for Atmospheric Research, Via Monte Pino Snc, Benevento, 82100, Italy; Faculty of Environmental Sciences, Czech University of Life Sciences Prague, Kamýcká 129, Praha – Suchdol, 165 00, Czech Republic; Department of Soil Science and Plant Nutrition, Faculty of Agriculture, University of Ankara, Diskapi-Ankara, 06110, Turkey; Water and Soil Resources Research Group, Institute of Geography, Universität Augsburg, Alter Postweg 118, Augsburg, 86159, Germany; University of Turin, Department of Agricultural, Forest and Food Sciences, Largo Paolo Braccini, 2, Grugliasco, 10095, Italy; University of Bari Aldo Moro, Department of Agricultural and Environmental Sciences, Bari, Italy; Leibniz-Institute of Freshwater Ecology and Inland Fisheries (FV-IGB), Department of Ecohydrology, Berlin, 12587, Germany; International Platform for Dryland Research and Education, Tottori University, Tottori, 680-0001, Japan; Department of Land Resource Management, School of Tourism and Urban Management, Jiangxi University of Finance and Economics, Nanchang, 330013, China; School of Biological Sciences, University of Adelaide, Adelaide, Australia; Faculty of Science and Technology, Free University of Bozen-Bolzano, Bolzano, Italy; Department of Watershed Management Engineering, Faculty of Natural Resources, Yazd University, Yazd, Iran; Estación Experimental de Aula-Dei (EEAD-CSIC), Spanish National Research Council, Zaragoza, Spain. Avenida Montañana, 1005, Zaragoza, 50059, Spain; State Key Laboratory of Earth Surface Processes and Resource Ecology, Faculty of Geographical Science, Beijing Normal University, Beijing, China; Institute of Land Surface System and Sustainable Development, Faculty of Geographical Science, Beijing Normal University, Beijing, China; University of Twente, Faculty of Geo-Information Science and Earth Observation (ITC), PO Box 217, Enschede, AE 7500, Netherlands; Team Soil, Water and Land Use, Wageningen Environmental Research, Wageningen, 6708RC, Netherlands; Castilla La Mancha University, School of Advanced Agricultural and Forestry Engineering, Albacete, 02071, Spain; World Food Programme, Roma, 00148, Italy; University of Leicester, Centre for Landscape and Climate Research, Department of Geography, University Road, Leicester, LE1 7RH, United Kingdom; Julius Kühn Institute (JKI) – Federal Research Centre for Cultivated Plants, Institute for Crop and Soil Science, Bundesallee 69, Braunschweig, 38116, Germany; École Normale Supérieure, Department of Geosciences, 24 Rue Lhomond, Paris, 75005, France; Southwest Watershed Research Center, USDA-ARS, 2000 E. Allen Rd., Tucson, 85719, AZ, United States; Soil Research Institute, Council for Scientific and Industrial Research, Kwadaso-Kumasi, Ghana; Department of Agronomy and Horticulture, University of Nebraska-Lincoln, Lincoln, NE, United States; Normandie Univ, Rouen, UNIROUEN, UNICAEN, CNRS, M2C, FED-SCALE, Rouen, France; Romanian Academy, Iasi Branch, Geography Group, 8 Carol I, Iasi, 700505, Romania; ISRIC – World Soil Information, Wageningen, Netherlands; Minas Gerais State University – Campus Frutal, Brazil; Georges Lemaître Centre for Earth and Climate Research – Earth and Life Institute, Université Catholique de Louvain, Belgium; Faculty of Agriculture, University of Torbat Heydarieh, Torbat Heydarieh, Iran; University Hassiba Benbouali of Chlef, Laboratory of Chemistry Vegetable-Water-Energy, Algeria; Department of Physical Geography, University of Trier, Trier, 54296, Germany; Dept. Veterinary Sciences, University of Pisa Via Delle Piagge 2, Pisa, 56129, Italy; Faculty of Natural Resources, University of Tehran, Tehran, Iran; Department of Agricultural and Environmental Sciences – University of Milan, Via Celoria 2, Milan, 20133, Italy; Department of Chemistry and Biochemistry, University of Alaska Fairbanks, Fairbanks, AK, United States; School of Environmental Ecology and Biological Engineering, Wuhan Institute of Technology, Wuhan, 430205, China; Department of Plant Science and Landscape Architecture, University of Maryland, College Park, MD, United States; Department of Rural and Surveying Engineering, Aristotle University of Thessaloniki, Thessaloniki, 54124, Greece; Centre for Environmental and Marine Studies (CESAM), Dpt. of Environment and Planning, University of Aveiro, Portugal; Department “Agraria”, University “Mediterranea” of Reggio Calabria, Località Feo di Vito, Reggio Calabria, 89122, Italy; State Key Laboratory of Soil Erosion and Dryland Farming on the Loess Plateau, Institute of Soil and Water Conservation, Northwest A&F University, Yangling, 712100, Shaanxi, China
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