Soil erosion modelling: A global review and statistical analysis.
Identifieur interne : 000029 ( PubMed/Corpus ); précédent : 000028; suivant : 000030Soil erosion modelling: A global review and statistical analysis.
Auteurs : Pasquale Borrelli ; Christine Alewell ; Pablo Alvarez ; Jamil Alexandre Ayach Anache ; Jantiene Baartman ; Cristiano Ballabio ; Nejc Bezak ; Marcella Biddoccu ; Artemi Cerdà ; Devraj Chalise ; Songchao Chen ; Walter Chen ; Anna Maria De Girolamo ; Gizaw Desta Gessesse ; Detlef Deumlich ; Nazzareno Diodato ; Nikolaos Efthimiou ; Gunay Erpul ; Peter Fiener ; Michele Freppaz ; Francesco Gentile ; Andreas Gericke ; Nigussie Haregeweyn ; Bifeng Hu ; Amelie Jeanneau ; Konstantinos Kaffas ; Mahboobeh Kiani-Harchegani ; Ivan Lizaga Villuendas ; Changjia Li ; Luigi Lombardo ; Manuel L Pez-Vicente ; Manuel Esteban Lucas-Borja ; Michael M Rker ; Francis Matthews ; Chiyuan Miao ; Matjaž Mikoš ; Sirio Modugno ; Markus Möller ; Victoria Naipal ; Mark Nearing ; Stephen Owusu ; Dinesh Panday ; Edouard Patault ; Cristian Valeriu Patriche ; Laura Poggio ; Raquel Portes ; Laura Quijano ; Mohammad Reza Rahdari ; Mohammed Renima ; Giovanni Francesco Ricci ; Jesús Rodrigo-Comino ; Sergio Saia ; Aliakbar Nazari Samani ; Calogero Schillaci ; Vasileios Syrris ; Hyuck Soo Kim ; Diogo Noses Spinola ; Paulo Tarso Oliveira ; Hongfen Teng ; Resham Thapa ; Konstantinos Vantas ; Diana Vieira ; Jae E. Yang ; Shuiqing Yin ; Demetrio Antonio Zema ; Guangju Zhao ; Panos PanagosSource :
- The Science of the total environment [ 1879-1026 ] ; 2021.
Abstract
To gain a better understanding of the global application of soil erosion prediction models, we comprehensively reviewed relevant peer-reviewed research literature on soil-erosion modelling published between 1994 and 2017. We aimed to identify (i) the processes and models most frequently addressed in the literature, (ii) the regions within which models are primarily applied, (iii) the regions which remain unaddressed and why, and (iv) how frequently studies are conducted to validate/evaluate model outcomes relative to measured data. To perform this task, we combined the collective knowledge of 67 soil-erosion scientists from 25 countries. The resulting database, named 'Global Applications of Soil Erosion Modelling Tracker (GASEMT)', includes 3030 individual modelling records from 126 countries, encompassing all continents (except Antarctica). Out of the 8471 articles identified as potentially relevant, we reviewed 1697 appropriate articles and systematically evaluated and transferred 42 relevant attributes into the database. This GASEMT database provides comprehensive insights into the state-of-the-art of soil- erosion models and model applications worldwide. This database intends to support the upcoming country-based United Nations global soil-erosion assessment in addition to helping to inform soil erosion research priorities by building a foundation for future targeted, in-depth analyses. GASEMT is an open-source database available to the entire user-community to develop research, rectify errors, and make future expansions.
DOI: 10.1016/j.scitotenv.2021.146494
PubMed: 33773346
PubMed Central: PMC8140410
Links to Exploration step
pubmed:33773346Le document en format XML
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<author><name sortKey="Borrelli, Pasquale" sort="Borrelli, Pasquale" uniqKey="Borrelli P" first="Pasquale" last="Borrelli">Pasquale Borrelli</name>
<affiliation><nlm:affiliation>Department of Earth and Environmental Sciences, University of Pavia, Via Ferrata, 1, 27100 Pavia, Italy; Department of Environmental Sciences, Environmental Geosciences, University of Basel, Basel CH-4056, Switzerland; Department of Biological Environment, Kangwon National University, Chuncheon 24341, Republic of Korea. Electronic address: pasquale.borrelli@unipv.it.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Alewell, Christine" sort="Alewell, Christine" uniqKey="Alewell C" first="Christine" last="Alewell">Christine Alewell</name>
<affiliation><nlm:affiliation>Department of Environmental Sciences, Environmental Geosciences, University of Basel, Basel CH-4056, Switzerland.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Alvarez, Pablo" sort="Alvarez, Pablo" uniqKey="Alvarez P" first="Pablo" last="Alvarez">Pablo Alvarez</name>
<affiliation><nlm:affiliation>Institute of Geography and Geoecology, Karlsruhe Institute of Technology, Germany; Faculty of Agricultural Sciences, National University of Loja, Ecuador.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Anache, Jamil Alexandre Ayach" sort="Anache, Jamil Alexandre Ayach" uniqKey="Anache J" first="Jamil Alexandre Ayach" last="Anache">Jamil Alexandre Ayach Anache</name>
<affiliation><nlm:affiliation>Department of Hydraulics and Sanitation, São Carlos School of Engineering (EESC), University of São Paulo (USP), CxP. 359, São Carlos, SP 13566-590, Brazil; Federal University of Mato Grosso do Sul, CxP. 549, Campo Grande, MS 79070-900, Brazil.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Baartman, Jantiene" sort="Baartman, Jantiene" uniqKey="Baartman J" first="Jantiene" last="Baartman">Jantiene Baartman</name>
<affiliation><nlm:affiliation>Soil Physics and Land Management Group, Wageningen University, Wageningen, the Netherlands.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Ballabio, Cristiano" sort="Ballabio, Cristiano" uniqKey="Ballabio C" first="Cristiano" last="Ballabio">Cristiano Ballabio</name>
<affiliation><nlm:affiliation>European Commission, Joint Research Centre (JRC), Ispra, Italy.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Bezak, Nejc" sort="Bezak, Nejc" uniqKey="Bezak N" first="Nejc" last="Bezak">Nejc Bezak</name>
<affiliation><nlm:affiliation>University of Ljubljana, Faculty of Civil and Geodetic Engineering, Ljubljana, Slovenia.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Biddoccu, Marcella" sort="Biddoccu, Marcella" uniqKey="Biddoccu M" first="Marcella" last="Biddoccu">Marcella Biddoccu</name>
<affiliation><nlm:affiliation>Institute of Sciences and Technologies for Sustainable Energy and Mobility (STEMS), National Research Council of Italy (CNR), Strada delle Cacce 73, 10135 Torino, Italy.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Cerda, Artemi" sort="Cerda, Artemi" uniqKey="Cerda A" first="Artemi" last="Cerdà">Artemi Cerdà</name>
<affiliation><nlm:affiliation>Soil Erosion and Degradation Research Group, Department of Geography, University of Valencia, Valencia, Spain.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Chalise, Devraj" sort="Chalise, Devraj" uniqKey="Chalise D" first="Devraj" last="Chalise">Devraj Chalise</name>
<affiliation><nlm:affiliation>School of Environmental and Rural Science, University of New England, Armidale, NSW 2351, Australia.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Chen, Songchao" sort="Chen, Songchao" uniqKey="Chen S" first="Songchao" last="Chen">Songchao Chen</name>
<affiliation><nlm:affiliation>INRAE, Unité InfoSol, Orléans 45075, France.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Chen, Walter" sort="Chen, Walter" uniqKey="Chen W" first="Walter" last="Chen">Walter Chen</name>
<affiliation><nlm:affiliation>Department of Civil Engineering, National Taipei University of Technology, Taiwan.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="De Girolamo, Anna Maria" sort="De Girolamo, Anna Maria" uniqKey="De Girolamo A" first="Anna Maria" last="De Girolamo">Anna Maria De Girolamo</name>
<affiliation><nlm:affiliation>Water Research Institute, National Research Council, Bari, Italy.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Gessesse, Gizaw Desta" sort="Gessesse, Gizaw Desta" uniqKey="Gessesse G" first="Gizaw Desta" last="Gessesse">Gizaw Desta Gessesse</name>
<affiliation><nlm:affiliation>International Crops Research Institute for the Semi-Arid Tropics (ICRISAT), Ethiopia.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Deumlich, Detlef" sort="Deumlich, Detlef" uniqKey="Deumlich D" first="Detlef" last="Deumlich">Detlef Deumlich</name>
<affiliation><nlm:affiliation>Leibniz-Center for Agricultural Landscape Research Muencheberg (ZALF), Germany.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Diodato, Nazzareno" sort="Diodato, Nazzareno" uniqKey="Diodato N" first="Nazzareno" last="Diodato">Nazzareno Diodato</name>
<affiliation><nlm:affiliation>Met European Research Observatory-International Affiliates Program of the University Corporation for Atmospheric Research, Via Monte Pino snc, 82100 Benevento, Italy.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Efthimiou, Nikolaos" sort="Efthimiou, Nikolaos" uniqKey="Efthimiou N" first="Nikolaos" last="Efthimiou">Nikolaos Efthimiou</name>
<affiliation><nlm:affiliation>Faculty of Environmental Sciences, Czech University of Life Sciences Prague, Kamýcká 129, Praha, Suchdol 165 00, Czech Republic.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Erpul, Gunay" sort="Erpul, Gunay" uniqKey="Erpul G" first="Gunay" last="Erpul">Gunay Erpul</name>
<affiliation><nlm:affiliation>Department of Soil Science and Plant Nutrition, Faculty of Agriculture, University of Ankara, 06110, Diskapi, Ankara, Turkey.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Fiener, Peter" sort="Fiener, Peter" uniqKey="Fiener P" first="Peter" last="Fiener">Peter Fiener</name>
<affiliation><nlm:affiliation>Water and Soil Resources Research Group, Institute of Geography, Universität Augsburg, Alter Postweg 118, 86159 Augsburg, Germany.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Freppaz, Michele" sort="Freppaz, Michele" uniqKey="Freppaz M" first="Michele" last="Freppaz">Michele Freppaz</name>
<affiliation><nlm:affiliation>University of Turin, Department of Agricultural, Forest and Food Sciences, Largo Paolo Braccini, 2, 10095 Grugliasco, Italy.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Gentile, Francesco" sort="Gentile, Francesco" uniqKey="Gentile F" first="Francesco" last="Gentile">Francesco Gentile</name>
<affiliation><nlm:affiliation>University of Bari Aldo Moro, Department of Agricultural and Environmental Sciences, Bari, Italy.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Gericke, Andreas" sort="Gericke, Andreas" uniqKey="Gericke A" first="Andreas" last="Gericke">Andreas Gericke</name>
<affiliation><nlm:affiliation>Leibniz-Institute of Freshwater Ecology and Inland Fisheries (FV-IGB), Department of Ecohydrology, 12587 Berlin, Germany.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Haregeweyn, Nigussie" sort="Haregeweyn, Nigussie" uniqKey="Haregeweyn N" first="Nigussie" last="Haregeweyn">Nigussie Haregeweyn</name>
<affiliation><nlm:affiliation>International Platform for Dryland Research and Education, Tottori University, Tottori 680-0001, Japan.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Hu, Bifeng" sort="Hu, Bifeng" uniqKey="Hu B" first="Bifeng" last="Hu">Bifeng Hu</name>
<affiliation><nlm:affiliation>Unité de Recherche en Science du Sol, INRAE, Orléans 45075, France; Sciences de la Terre et de l'Univers, Orléans University, 45067 Orléans, France.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Jeanneau, Amelie" sort="Jeanneau, Amelie" uniqKey="Jeanneau A" first="Amelie" last="Jeanneau">Amelie Jeanneau</name>
<affiliation><nlm:affiliation>School of Biological Sciences, University of Adelaide, Adelaide, Australia.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Kaffas, Konstantinos" sort="Kaffas, Konstantinos" uniqKey="Kaffas K" first="Konstantinos" last="Kaffas">Konstantinos Kaffas</name>
<affiliation><nlm:affiliation>Faculty of Science and Technology, Free University of Bozen-Bolzano, Bolzano, Italy.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Kiani Harchegani, Mahboobeh" sort="Kiani Harchegani, Mahboobeh" uniqKey="Kiani Harchegani M" first="Mahboobeh" last="Kiani-Harchegani">Mahboobeh Kiani-Harchegani</name>
<affiliation><nlm:affiliation>Department of Watershed Management Engineering, Faculty of Natural Resources, Yazd university, Yazd, Iran.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Villuendas, Ivan Lizaga" sort="Villuendas, Ivan Lizaga" uniqKey="Villuendas I" first="Ivan Lizaga" last="Villuendas">Ivan Lizaga Villuendas</name>
<affiliation><nlm:affiliation>Estación Experimental de Aula-Dei (EEAD-CSIC), Spanish National Research Council, Avenida Montañana, 1005, 50059 Zaragoza, Spain.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Li, Changjia" sort="Li, Changjia" uniqKey="Li C" first="Changjia" last="Li">Changjia Li</name>
<affiliation><nlm:affiliation>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.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Lombardo, Luigi" sort="Lombardo, Luigi" uniqKey="Lombardo L" first="Luigi" last="Lombardo">Luigi Lombardo</name>
<affiliation><nlm:affiliation>University of Twente, Faculty of Geo-Information Science and Earth Observation (ITC), PO Box 217, Enschede AE 7500, the Netherlands.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="L Pez Vicente, Manuel" sort="L Pez Vicente, Manuel" uniqKey="L Pez Vicente M" first="Manuel" last="L Pez-Vicente">Manuel L Pez-Vicente</name>
<affiliation><nlm:affiliation>Team Soil, Water and Land Use, Wageningen Environmental Research, Wageningen 6708RC, Netherlands.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Lucas Borja, Manuel Esteban" sort="Lucas Borja, Manuel Esteban" uniqKey="Lucas Borja M" first="Manuel Esteban" last="Lucas-Borja">Manuel Esteban Lucas-Borja</name>
<affiliation><nlm:affiliation>Castilla La Mancha University, School of Advanced Agricultural and Forestry Engineering, Albacete 02071, Spain.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="M Rker, Michael" sort="M Rker, Michael" uniqKey="M Rker M" first="Michael" last="M Rker">Michael M Rker</name>
<affiliation><nlm:affiliation>Department of Earth and Environmental Sciences, University of Pavia, Via Ferrata, 1, 27100 Pavia, Italy.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Matthews, Francis" sort="Matthews, Francis" uniqKey="Matthews F" first="Francis" last="Matthews">Francis Matthews</name>
<affiliation><nlm:affiliation>European Commission, Joint Research Centre (JRC), Ispra, Italy.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Miao, Chiyuan" sort="Miao, Chiyuan" uniqKey="Miao C" first="Chiyuan" last="Miao">Chiyuan Miao</name>
<affiliation><nlm:affiliation>State Key Laboratory of Earth Surface Processes and Resource Ecology, Faculty of Geographical Science, Beijing Normal University, Beijing, China.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Mikos, Matjaz" sort="Mikos, Matjaz" uniqKey="Mikos M" first="Matjaž" last="Mikoš">Matjaž Mikoš</name>
<affiliation><nlm:affiliation>University of Ljubljana, Faculty of Civil and Geodetic Engineering, Ljubljana, Slovenia.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Modugno, Sirio" sort="Modugno, Sirio" uniqKey="Modugno S" first="Sirio" last="Modugno">Sirio Modugno</name>
<affiliation><nlm:affiliation>World Food Programme, Roma 00148, Italy; University of Leicester, Centre for Landscape and Climate Research, Department of Geography, University Road, Leicester LE1 7RH, UK.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Moller, Markus" sort="Moller, Markus" uniqKey="Moller M" first="Markus" last="Möller">Markus Möller</name>
<affiliation><nlm:affiliation>Julius Kühn Institute (JKI), Federal Research Centre for Cultivated Plants, Institute for Strategies and Technology Assessment, Kleinmachnow, Germany.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Naipal, Victoria" sort="Naipal, Victoria" uniqKey="Naipal V" first="Victoria" last="Naipal">Victoria Naipal</name>
<affiliation><nlm:affiliation>Ludwig-Maximilian University, Munich, Germany.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Nearing, Mark" sort="Nearing, Mark" uniqKey="Nearing M" first="Mark" last="Nearing">Mark Nearing</name>
<affiliation><nlm:affiliation>Southwest Watershed Research Center, USDA-ARS, 2000 E. Allen Rd., Tucson, AZ 85719, United States.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Owusu, Stephen" sort="Owusu, Stephen" uniqKey="Owusu S" first="Stephen" last="Owusu">Stephen Owusu</name>
<affiliation><nlm:affiliation>Soil Research Institute, Council for Scientific and Industrial Research, Kwadaso, Kumasi, Ghana.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Panday, Dinesh" sort="Panday, Dinesh" uniqKey="Panday D" first="Dinesh" last="Panday">Dinesh Panday</name>
<affiliation><nlm:affiliation>Department of Agronomy and Horticulture, University of Nebraska-Lincoln, Lincoln, NE, United States.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Patault, Edouard" sort="Patault, Edouard" uniqKey="Patault E" first="Edouard" last="Patault">Edouard Patault</name>
<affiliation><nlm:affiliation>Normandie Univ, Rouen, UNIROUEN, UNICAEN, CNRS, M2C, FED-SCALE, Rouen, France.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Patriche, Cristian Valeriu" sort="Patriche, Cristian Valeriu" uniqKey="Patriche C" first="Cristian Valeriu" last="Patriche">Cristian Valeriu Patriche</name>
<affiliation><nlm:affiliation>Romanian Academy, Iasi Branch, Geography Group, 8 Carol I, 700505, Iasi, Romania.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Poggio, Laura" sort="Poggio, Laura" uniqKey="Poggio L" first="Laura" last="Poggio">Laura Poggio</name>
<affiliation><nlm:affiliation>ISRIC - World Soil Information, Wageningen, the Netherlands.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Portes, Raquel" sort="Portes, Raquel" uniqKey="Portes R" first="Raquel" last="Portes">Raquel Portes</name>
<affiliation><nlm:affiliation>Minas Gerais State University - Campus Frutal, Brazil.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Quijano, Laura" sort="Quijano, Laura" uniqKey="Quijano L" first="Laura" last="Quijano">Laura Quijano</name>
<affiliation><nlm:affiliation>Georges Lemaître Centre for Earth and Climate Research - Earth and Life Institute, Université Catholique de Louvain, Belgium.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Rahdari, Mohammad Reza" sort="Rahdari, Mohammad Reza" uniqKey="Rahdari M" first="Mohammad Reza" last="Rahdari">Mohammad Reza Rahdari</name>
<affiliation><nlm:affiliation>Faculty of Agriculture, University of Torbat Heydarieh, Torbat Heydarieh, Iran.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Renima, Mohammed" sort="Renima, Mohammed" uniqKey="Renima M" first="Mohammed" last="Renima">Mohammed Renima</name>
<affiliation><nlm:affiliation>University Hassiba Benbouali of Chlef, Laboratory of Chemistry Vegetable-Water-Energy, Algeria.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Ricci, Giovanni Francesco" sort="Ricci, Giovanni Francesco" uniqKey="Ricci G" first="Giovanni Francesco" last="Ricci">Giovanni Francesco Ricci</name>
<affiliation><nlm:affiliation>University of Bari Aldo Moro, Department of Agricultural and Environmental Sciences, Bari, Italy.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Rodrigo Comino, Jesus" sort="Rodrigo Comino, Jesus" uniqKey="Rodrigo Comino J" first="Jesús" last="Rodrigo-Comino">Jesús Rodrigo-Comino</name>
<affiliation><nlm:affiliation>Soil Erosion and Degradation Research Group, Department of Geography, University of Valencia, Valencia, Spain; Department of Physical Geography, University of Trier, 54296 Trier, Germany.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Saia, Sergio" sort="Saia, Sergio" uniqKey="Saia S" first="Sergio" last="Saia">Sergio Saia</name>
<affiliation><nlm:affiliation>Department of Veterinary Sciences, University of Pisa, Pisa, Italy.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Samani, Aliakbar Nazari" sort="Samani, Aliakbar Nazari" uniqKey="Samani A" first="Aliakbar Nazari" last="Samani">Aliakbar Nazari Samani</name>
<affiliation><nlm:affiliation>Faculty of Natural Resources, University of Tehran, Tehran, Iran.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Schillaci, Calogero" sort="Schillaci, Calogero" uniqKey="Schillaci C" first="Calogero" last="Schillaci">Calogero Schillaci</name>
<affiliation><nlm:affiliation>Department of Agricultural and Environmental Sciences, University of Milan, Via Celoria 2, 20133 Milan, Italy.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Syrris, Vasileios" sort="Syrris, Vasileios" uniqKey="Syrris V" first="Vasileios" last="Syrris">Vasileios Syrris</name>
<affiliation><nlm:affiliation>European Commission, Joint Research Centre (JRC), Ispra, Italy.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Kim, Hyuck Soo" sort="Kim, Hyuck Soo" uniqKey="Kim H" first="Hyuck Soo" last="Kim">Hyuck Soo Kim</name>
<affiliation><nlm:affiliation>Department of Biological Environment, Kangwon National University, Chuncheon 24341, Republic of Korea.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Spinola, Diogo Noses" sort="Spinola, Diogo Noses" uniqKey="Spinola D" first="Diogo Noses" last="Spinola">Diogo Noses Spinola</name>
<affiliation><nlm:affiliation>Department of Chemistry and Biochemistry, University of Alaska Fairbanks, Fairbanks, AK, USA.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Oliveira, Paulo Tarso" sort="Oliveira, Paulo Tarso" uniqKey="Oliveira P" first="Paulo Tarso" last="Oliveira">Paulo Tarso Oliveira</name>
<affiliation><nlm:affiliation>Federal University of Mato Grosso do Sul, CxP. 549, Campo Grande, MS 79070-900, Brazil.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Teng, Hongfen" sort="Teng, Hongfen" uniqKey="Teng H" first="Hongfen" last="Teng">Hongfen Teng</name>
<affiliation><nlm:affiliation>School of Environmental Ecology and Biological Engineering, Wuhan Institute of Technology, Wuhan 430205, China.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Thapa, Resham" sort="Thapa, Resham" uniqKey="Thapa R" first="Resham" last="Thapa">Resham Thapa</name>
<affiliation><nlm:affiliation>Department of Plant Science and Landscape Architecture, University of Maryland, College Park, MD, USA.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Vantas, Konstantinos" sort="Vantas, Konstantinos" uniqKey="Vantas K" first="Konstantinos" last="Vantas">Konstantinos Vantas</name>
<affiliation><nlm:affiliation>Department of Rural and Surveying Engineering, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Vieira, Diana" sort="Vieira, Diana" uniqKey="Vieira D" first="Diana" last="Vieira">Diana Vieira</name>
<affiliation><nlm:affiliation>Centre for Environmental and Marine Studies (CESAM), Dpt. of Environment and Planning, University of Aveiro, Portugal.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Yang, Jae E" sort="Yang, Jae E" uniqKey="Yang J" first="Jae E" last="Yang">Jae E. Yang</name>
<affiliation><nlm:affiliation>Department of Biological Environment, Kangwon National University, Chuncheon 24341, Republic of Korea.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Yin, Shuiqing" sort="Yin, Shuiqing" uniqKey="Yin S" first="Shuiqing" last="Yin">Shuiqing Yin</name>
<affiliation><nlm:affiliation>State Key Laboratory of Earth Surface Processes and Resource Ecology, Faculty of Geographical Science, Beijing Normal University, Beijing, China.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Zema, Demetrio Antonio" sort="Zema, Demetrio Antonio" uniqKey="Zema D" first="Demetrio Antonio" last="Zema">Demetrio Antonio Zema</name>
<affiliation><nlm:affiliation>Department "Agraria", University "Mediterranea" of Reggio Calabria, Località Feo di Vito, 89122 Reggio Calabria, Italy.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Zhao, Guangju" sort="Zhao, Guangju" uniqKey="Zhao G" first="Guangju" last="Zhao">Guangju Zhao</name>
<affiliation><nlm:affiliation>State Key Laboratory of Soil Erosion and Dryland Farming on the Loess Plateau, Institute of Soil and Water Conservation, Northwest A&F University, Yangling, Shaanxi 712100, China.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Panagos, Panos" sort="Panagos, Panos" uniqKey="Panagos P" first="Panos" last="Panagos">Panos Panagos</name>
<affiliation><nlm:affiliation>European Commission, Joint Research Centre (JRC), Ispra, Italy. Electronic address: panos.panagos@ec.europa.eu.</nlm:affiliation>
</affiliation>
</author>
</titleStmt>
<publicationStmt><idno type="wicri:source">PubMed</idno>
<date when="2021">2021</date>
<idno type="RBID">pubmed:33773346</idno>
<idno type="pmid">33773346</idno>
<idno type="doi">10.1016/j.scitotenv.2021.146494</idno>
<idno type="pmc">PMC8140410</idno>
<idno type="wicri:Area/PubMed/Corpus">000029</idno>
<idno type="wicri:explorRef" wicri:stream="PubMed" wicri:step="Corpus" wicri:corpus="PubMed">000029</idno>
</publicationStmt>
<sourceDesc><biblStruct><analytic><title xml:lang="en">Soil erosion modelling: A global review and statistical analysis.</title>
<author><name sortKey="Borrelli, Pasquale" sort="Borrelli, Pasquale" uniqKey="Borrelli P" first="Pasquale" last="Borrelli">Pasquale Borrelli</name>
<affiliation><nlm:affiliation>Department of Earth and Environmental Sciences, University of Pavia, Via Ferrata, 1, 27100 Pavia, Italy; Department of Environmental Sciences, Environmental Geosciences, University of Basel, Basel CH-4056, Switzerland; Department of Biological Environment, Kangwon National University, Chuncheon 24341, Republic of Korea. Electronic address: pasquale.borrelli@unipv.it.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Alewell, Christine" sort="Alewell, Christine" uniqKey="Alewell C" first="Christine" last="Alewell">Christine Alewell</name>
<affiliation><nlm:affiliation>Department of Environmental Sciences, Environmental Geosciences, University of Basel, Basel CH-4056, Switzerland.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Alvarez, Pablo" sort="Alvarez, Pablo" uniqKey="Alvarez P" first="Pablo" last="Alvarez">Pablo Alvarez</name>
<affiliation><nlm:affiliation>Institute of Geography and Geoecology, Karlsruhe Institute of Technology, Germany; Faculty of Agricultural Sciences, National University of Loja, Ecuador.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Anache, Jamil Alexandre Ayach" sort="Anache, Jamil Alexandre Ayach" uniqKey="Anache J" first="Jamil Alexandre Ayach" last="Anache">Jamil Alexandre Ayach Anache</name>
<affiliation><nlm:affiliation>Department of Hydraulics and Sanitation, São Carlos School of Engineering (EESC), University of São Paulo (USP), CxP. 359, São Carlos, SP 13566-590, Brazil; Federal University of Mato Grosso do Sul, CxP. 549, Campo Grande, MS 79070-900, Brazil.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Baartman, Jantiene" sort="Baartman, Jantiene" uniqKey="Baartman J" first="Jantiene" last="Baartman">Jantiene Baartman</name>
<affiliation><nlm:affiliation>Soil Physics and Land Management Group, Wageningen University, Wageningen, the Netherlands.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Ballabio, Cristiano" sort="Ballabio, Cristiano" uniqKey="Ballabio C" first="Cristiano" last="Ballabio">Cristiano Ballabio</name>
<affiliation><nlm:affiliation>European Commission, Joint Research Centre (JRC), Ispra, Italy.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Bezak, Nejc" sort="Bezak, Nejc" uniqKey="Bezak N" first="Nejc" last="Bezak">Nejc Bezak</name>
<affiliation><nlm:affiliation>University of Ljubljana, Faculty of Civil and Geodetic Engineering, Ljubljana, Slovenia.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Biddoccu, Marcella" sort="Biddoccu, Marcella" uniqKey="Biddoccu M" first="Marcella" last="Biddoccu">Marcella Biddoccu</name>
<affiliation><nlm:affiliation>Institute of Sciences and Technologies for Sustainable Energy and Mobility (STEMS), National Research Council of Italy (CNR), Strada delle Cacce 73, 10135 Torino, Italy.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Cerda, Artemi" sort="Cerda, Artemi" uniqKey="Cerda A" first="Artemi" last="Cerdà">Artemi Cerdà</name>
<affiliation><nlm:affiliation>Soil Erosion and Degradation Research Group, Department of Geography, University of Valencia, Valencia, Spain.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Chalise, Devraj" sort="Chalise, Devraj" uniqKey="Chalise D" first="Devraj" last="Chalise">Devraj Chalise</name>
<affiliation><nlm:affiliation>School of Environmental and Rural Science, University of New England, Armidale, NSW 2351, Australia.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Chen, Songchao" sort="Chen, Songchao" uniqKey="Chen S" first="Songchao" last="Chen">Songchao Chen</name>
<affiliation><nlm:affiliation>INRAE, Unité InfoSol, Orléans 45075, France.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Chen, Walter" sort="Chen, Walter" uniqKey="Chen W" first="Walter" last="Chen">Walter Chen</name>
<affiliation><nlm:affiliation>Department of Civil Engineering, National Taipei University of Technology, Taiwan.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="De Girolamo, Anna Maria" sort="De Girolamo, Anna Maria" uniqKey="De Girolamo A" first="Anna Maria" last="De Girolamo">Anna Maria De Girolamo</name>
<affiliation><nlm:affiliation>Water Research Institute, National Research Council, Bari, Italy.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Gessesse, Gizaw Desta" sort="Gessesse, Gizaw Desta" uniqKey="Gessesse G" first="Gizaw Desta" last="Gessesse">Gizaw Desta Gessesse</name>
<affiliation><nlm:affiliation>International Crops Research Institute for the Semi-Arid Tropics (ICRISAT), Ethiopia.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Deumlich, Detlef" sort="Deumlich, Detlef" uniqKey="Deumlich D" first="Detlef" last="Deumlich">Detlef Deumlich</name>
<affiliation><nlm:affiliation>Leibniz-Center for Agricultural Landscape Research Muencheberg (ZALF), Germany.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Diodato, Nazzareno" sort="Diodato, Nazzareno" uniqKey="Diodato N" first="Nazzareno" last="Diodato">Nazzareno Diodato</name>
<affiliation><nlm:affiliation>Met European Research Observatory-International Affiliates Program of the University Corporation for Atmospheric Research, Via Monte Pino snc, 82100 Benevento, Italy.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Efthimiou, Nikolaos" sort="Efthimiou, Nikolaos" uniqKey="Efthimiou N" first="Nikolaos" last="Efthimiou">Nikolaos Efthimiou</name>
<affiliation><nlm:affiliation>Faculty of Environmental Sciences, Czech University of Life Sciences Prague, Kamýcká 129, Praha, Suchdol 165 00, Czech Republic.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Erpul, Gunay" sort="Erpul, Gunay" uniqKey="Erpul G" first="Gunay" last="Erpul">Gunay Erpul</name>
<affiliation><nlm:affiliation>Department of Soil Science and Plant Nutrition, Faculty of Agriculture, University of Ankara, 06110, Diskapi, Ankara, Turkey.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Fiener, Peter" sort="Fiener, Peter" uniqKey="Fiener P" first="Peter" last="Fiener">Peter Fiener</name>
<affiliation><nlm:affiliation>Water and Soil Resources Research Group, Institute of Geography, Universität Augsburg, Alter Postweg 118, 86159 Augsburg, Germany.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Freppaz, Michele" sort="Freppaz, Michele" uniqKey="Freppaz M" first="Michele" last="Freppaz">Michele Freppaz</name>
<affiliation><nlm:affiliation>University of Turin, Department of Agricultural, Forest and Food Sciences, Largo Paolo Braccini, 2, 10095 Grugliasco, Italy.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Gentile, Francesco" sort="Gentile, Francesco" uniqKey="Gentile F" first="Francesco" last="Gentile">Francesco Gentile</name>
<affiliation><nlm:affiliation>University of Bari Aldo Moro, Department of Agricultural and Environmental Sciences, Bari, Italy.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Gericke, Andreas" sort="Gericke, Andreas" uniqKey="Gericke A" first="Andreas" last="Gericke">Andreas Gericke</name>
<affiliation><nlm:affiliation>Leibniz-Institute of Freshwater Ecology and Inland Fisheries (FV-IGB), Department of Ecohydrology, 12587 Berlin, Germany.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Haregeweyn, Nigussie" sort="Haregeweyn, Nigussie" uniqKey="Haregeweyn N" first="Nigussie" last="Haregeweyn">Nigussie Haregeweyn</name>
<affiliation><nlm:affiliation>International Platform for Dryland Research and Education, Tottori University, Tottori 680-0001, Japan.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Hu, Bifeng" sort="Hu, Bifeng" uniqKey="Hu B" first="Bifeng" last="Hu">Bifeng Hu</name>
<affiliation><nlm:affiliation>Unité de Recherche en Science du Sol, INRAE, Orléans 45075, France; Sciences de la Terre et de l'Univers, Orléans University, 45067 Orléans, France.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Jeanneau, Amelie" sort="Jeanneau, Amelie" uniqKey="Jeanneau A" first="Amelie" last="Jeanneau">Amelie Jeanneau</name>
<affiliation><nlm:affiliation>School of Biological Sciences, University of Adelaide, Adelaide, Australia.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Kaffas, Konstantinos" sort="Kaffas, Konstantinos" uniqKey="Kaffas K" first="Konstantinos" last="Kaffas">Konstantinos Kaffas</name>
<affiliation><nlm:affiliation>Faculty of Science and Technology, Free University of Bozen-Bolzano, Bolzano, Italy.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Kiani Harchegani, Mahboobeh" sort="Kiani Harchegani, Mahboobeh" uniqKey="Kiani Harchegani M" first="Mahboobeh" last="Kiani-Harchegani">Mahboobeh Kiani-Harchegani</name>
<affiliation><nlm:affiliation>Department of Watershed Management Engineering, Faculty of Natural Resources, Yazd university, Yazd, Iran.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Villuendas, Ivan Lizaga" sort="Villuendas, Ivan Lizaga" uniqKey="Villuendas I" first="Ivan Lizaga" last="Villuendas">Ivan Lizaga Villuendas</name>
<affiliation><nlm:affiliation>Estación Experimental de Aula-Dei (EEAD-CSIC), Spanish National Research Council, Avenida Montañana, 1005, 50059 Zaragoza, Spain.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Li, Changjia" sort="Li, Changjia" uniqKey="Li C" first="Changjia" last="Li">Changjia Li</name>
<affiliation><nlm:affiliation>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.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Lombardo, Luigi" sort="Lombardo, Luigi" uniqKey="Lombardo L" first="Luigi" last="Lombardo">Luigi Lombardo</name>
<affiliation><nlm:affiliation>University of Twente, Faculty of Geo-Information Science and Earth Observation (ITC), PO Box 217, Enschede AE 7500, the Netherlands.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="L Pez Vicente, Manuel" sort="L Pez Vicente, Manuel" uniqKey="L Pez Vicente M" first="Manuel" last="L Pez-Vicente">Manuel L Pez-Vicente</name>
<affiliation><nlm:affiliation>Team Soil, Water and Land Use, Wageningen Environmental Research, Wageningen 6708RC, Netherlands.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Lucas Borja, Manuel Esteban" sort="Lucas Borja, Manuel Esteban" uniqKey="Lucas Borja M" first="Manuel Esteban" last="Lucas-Borja">Manuel Esteban Lucas-Borja</name>
<affiliation><nlm:affiliation>Castilla La Mancha University, School of Advanced Agricultural and Forestry Engineering, Albacete 02071, Spain.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="M Rker, Michael" sort="M Rker, Michael" uniqKey="M Rker M" first="Michael" last="M Rker">Michael M Rker</name>
<affiliation><nlm:affiliation>Department of Earth and Environmental Sciences, University of Pavia, Via Ferrata, 1, 27100 Pavia, Italy.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Matthews, Francis" sort="Matthews, Francis" uniqKey="Matthews F" first="Francis" last="Matthews">Francis Matthews</name>
<affiliation><nlm:affiliation>European Commission, Joint Research Centre (JRC), Ispra, Italy.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Miao, Chiyuan" sort="Miao, Chiyuan" uniqKey="Miao C" first="Chiyuan" last="Miao">Chiyuan Miao</name>
<affiliation><nlm:affiliation>State Key Laboratory of Earth Surface Processes and Resource Ecology, Faculty of Geographical Science, Beijing Normal University, Beijing, China.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Mikos, Matjaz" sort="Mikos, Matjaz" uniqKey="Mikos M" first="Matjaž" last="Mikoš">Matjaž Mikoš</name>
<affiliation><nlm:affiliation>University of Ljubljana, Faculty of Civil and Geodetic Engineering, Ljubljana, Slovenia.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Modugno, Sirio" sort="Modugno, Sirio" uniqKey="Modugno S" first="Sirio" last="Modugno">Sirio Modugno</name>
<affiliation><nlm:affiliation>World Food Programme, Roma 00148, Italy; University of Leicester, Centre for Landscape and Climate Research, Department of Geography, University Road, Leicester LE1 7RH, UK.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Moller, Markus" sort="Moller, Markus" uniqKey="Moller M" first="Markus" last="Möller">Markus Möller</name>
<affiliation><nlm:affiliation>Julius Kühn Institute (JKI), Federal Research Centre for Cultivated Plants, Institute for Strategies and Technology Assessment, Kleinmachnow, Germany.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Naipal, Victoria" sort="Naipal, Victoria" uniqKey="Naipal V" first="Victoria" last="Naipal">Victoria Naipal</name>
<affiliation><nlm:affiliation>Ludwig-Maximilian University, Munich, Germany.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Nearing, Mark" sort="Nearing, Mark" uniqKey="Nearing M" first="Mark" last="Nearing">Mark Nearing</name>
<affiliation><nlm:affiliation>Southwest Watershed Research Center, USDA-ARS, 2000 E. Allen Rd., Tucson, AZ 85719, United States.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Owusu, Stephen" sort="Owusu, Stephen" uniqKey="Owusu S" first="Stephen" last="Owusu">Stephen Owusu</name>
<affiliation><nlm:affiliation>Soil Research Institute, Council for Scientific and Industrial Research, Kwadaso, Kumasi, Ghana.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Panday, Dinesh" sort="Panday, Dinesh" uniqKey="Panday D" first="Dinesh" last="Panday">Dinesh Panday</name>
<affiliation><nlm:affiliation>Department of Agronomy and Horticulture, University of Nebraska-Lincoln, Lincoln, NE, United States.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Patault, Edouard" sort="Patault, Edouard" uniqKey="Patault E" first="Edouard" last="Patault">Edouard Patault</name>
<affiliation><nlm:affiliation>Normandie Univ, Rouen, UNIROUEN, UNICAEN, CNRS, M2C, FED-SCALE, Rouen, France.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Patriche, Cristian Valeriu" sort="Patriche, Cristian Valeriu" uniqKey="Patriche C" first="Cristian Valeriu" last="Patriche">Cristian Valeriu Patriche</name>
<affiliation><nlm:affiliation>Romanian Academy, Iasi Branch, Geography Group, 8 Carol I, 700505, Iasi, Romania.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Poggio, Laura" sort="Poggio, Laura" uniqKey="Poggio L" first="Laura" last="Poggio">Laura Poggio</name>
<affiliation><nlm:affiliation>ISRIC - World Soil Information, Wageningen, the Netherlands.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Portes, Raquel" sort="Portes, Raquel" uniqKey="Portes R" first="Raquel" last="Portes">Raquel Portes</name>
<affiliation><nlm:affiliation>Minas Gerais State University - Campus Frutal, Brazil.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Quijano, Laura" sort="Quijano, Laura" uniqKey="Quijano L" first="Laura" last="Quijano">Laura Quijano</name>
<affiliation><nlm:affiliation>Georges Lemaître Centre for Earth and Climate Research - Earth and Life Institute, Université Catholique de Louvain, Belgium.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Rahdari, Mohammad Reza" sort="Rahdari, Mohammad Reza" uniqKey="Rahdari M" first="Mohammad Reza" last="Rahdari">Mohammad Reza Rahdari</name>
<affiliation><nlm:affiliation>Faculty of Agriculture, University of Torbat Heydarieh, Torbat Heydarieh, Iran.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Renima, Mohammed" sort="Renima, Mohammed" uniqKey="Renima M" first="Mohammed" last="Renima">Mohammed Renima</name>
<affiliation><nlm:affiliation>University Hassiba Benbouali of Chlef, Laboratory of Chemistry Vegetable-Water-Energy, Algeria.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Ricci, Giovanni Francesco" sort="Ricci, Giovanni Francesco" uniqKey="Ricci G" first="Giovanni Francesco" last="Ricci">Giovanni Francesco Ricci</name>
<affiliation><nlm:affiliation>University of Bari Aldo Moro, Department of Agricultural and Environmental Sciences, Bari, Italy.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Rodrigo Comino, Jesus" sort="Rodrigo Comino, Jesus" uniqKey="Rodrigo Comino J" first="Jesús" last="Rodrigo-Comino">Jesús Rodrigo-Comino</name>
<affiliation><nlm:affiliation>Soil Erosion and Degradation Research Group, Department of Geography, University of Valencia, Valencia, Spain; Department of Physical Geography, University of Trier, 54296 Trier, Germany.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Saia, Sergio" sort="Saia, Sergio" uniqKey="Saia S" first="Sergio" last="Saia">Sergio Saia</name>
<affiliation><nlm:affiliation>Department of Veterinary Sciences, University of Pisa, Pisa, Italy.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Samani, Aliakbar Nazari" sort="Samani, Aliakbar Nazari" uniqKey="Samani A" first="Aliakbar Nazari" last="Samani">Aliakbar Nazari Samani</name>
<affiliation><nlm:affiliation>Faculty of Natural Resources, University of Tehran, Tehran, Iran.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Schillaci, Calogero" sort="Schillaci, Calogero" uniqKey="Schillaci C" first="Calogero" last="Schillaci">Calogero Schillaci</name>
<affiliation><nlm:affiliation>Department of Agricultural and Environmental Sciences, University of Milan, Via Celoria 2, 20133 Milan, Italy.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Syrris, Vasileios" sort="Syrris, Vasileios" uniqKey="Syrris V" first="Vasileios" last="Syrris">Vasileios Syrris</name>
<affiliation><nlm:affiliation>European Commission, Joint Research Centre (JRC), Ispra, Italy.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Kim, Hyuck Soo" sort="Kim, Hyuck Soo" uniqKey="Kim H" first="Hyuck Soo" last="Kim">Hyuck Soo Kim</name>
<affiliation><nlm:affiliation>Department of Biological Environment, Kangwon National University, Chuncheon 24341, Republic of Korea.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Spinola, Diogo Noses" sort="Spinola, Diogo Noses" uniqKey="Spinola D" first="Diogo Noses" last="Spinola">Diogo Noses Spinola</name>
<affiliation><nlm:affiliation>Department of Chemistry and Biochemistry, University of Alaska Fairbanks, Fairbanks, AK, USA.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Oliveira, Paulo Tarso" sort="Oliveira, Paulo Tarso" uniqKey="Oliveira P" first="Paulo Tarso" last="Oliveira">Paulo Tarso Oliveira</name>
<affiliation><nlm:affiliation>Federal University of Mato Grosso do Sul, CxP. 549, Campo Grande, MS 79070-900, Brazil.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Teng, Hongfen" sort="Teng, Hongfen" uniqKey="Teng H" first="Hongfen" last="Teng">Hongfen Teng</name>
<affiliation><nlm:affiliation>School of Environmental Ecology and Biological Engineering, Wuhan Institute of Technology, Wuhan 430205, China.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Thapa, Resham" sort="Thapa, Resham" uniqKey="Thapa R" first="Resham" last="Thapa">Resham Thapa</name>
<affiliation><nlm:affiliation>Department of Plant Science and Landscape Architecture, University of Maryland, College Park, MD, USA.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Vantas, Konstantinos" sort="Vantas, Konstantinos" uniqKey="Vantas K" first="Konstantinos" last="Vantas">Konstantinos Vantas</name>
<affiliation><nlm:affiliation>Department of Rural and Surveying Engineering, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Vieira, Diana" sort="Vieira, Diana" uniqKey="Vieira D" first="Diana" last="Vieira">Diana Vieira</name>
<affiliation><nlm:affiliation>Centre for Environmental and Marine Studies (CESAM), Dpt. of Environment and Planning, University of Aveiro, Portugal.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Yang, Jae E" sort="Yang, Jae E" uniqKey="Yang J" first="Jae E" last="Yang">Jae E. Yang</name>
<affiliation><nlm:affiliation>Department of Biological Environment, Kangwon National University, Chuncheon 24341, Republic of Korea.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Yin, Shuiqing" sort="Yin, Shuiqing" uniqKey="Yin S" first="Shuiqing" last="Yin">Shuiqing Yin</name>
<affiliation><nlm:affiliation>State Key Laboratory of Earth Surface Processes and Resource Ecology, Faculty of Geographical Science, Beijing Normal University, Beijing, China.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Zema, Demetrio Antonio" sort="Zema, Demetrio Antonio" uniqKey="Zema D" first="Demetrio Antonio" last="Zema">Demetrio Antonio Zema</name>
<affiliation><nlm:affiliation>Department "Agraria", University "Mediterranea" of Reggio Calabria, Località Feo di Vito, 89122 Reggio Calabria, Italy.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Zhao, Guangju" sort="Zhao, Guangju" uniqKey="Zhao G" first="Guangju" last="Zhao">Guangju Zhao</name>
<affiliation><nlm:affiliation>State Key Laboratory of Soil Erosion and Dryland Farming on the Loess Plateau, Institute of Soil and Water Conservation, Northwest A&F University, Yangling, Shaanxi 712100, China.</nlm:affiliation>
</affiliation>
</author>
<author><name sortKey="Panagos, Panos" sort="Panagos, Panos" uniqKey="Panagos P" first="Panos" last="Panagos">Panos Panagos</name>
<affiliation><nlm:affiliation>European Commission, Joint Research Centre (JRC), Ispra, Italy. Electronic address: panos.panagos@ec.europa.eu.</nlm:affiliation>
</affiliation>
</author>
</analytic>
<series><title level="j">The Science of the total environment</title>
<idno type="eISSN">1879-1026</idno>
<imprint><date when="2021" type="published">2021</date>
</imprint>
</series>
</biblStruct>
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<front><div type="abstract" xml:lang="en">To gain a better understanding of the global application of soil erosion prediction models, we comprehensively reviewed relevant peer-reviewed research literature on soil-erosion modelling published between 1994 and 2017. We aimed to identify (i) the processes and models most frequently addressed in the literature, (ii) the regions within which models are primarily applied, (iii) the regions which remain unaddressed and why, and (iv) how frequently studies are conducted to validate/evaluate model outcomes relative to measured data. To perform this task, we combined the collective knowledge of 67 soil-erosion scientists from 25 countries. The resulting database, named 'Global Applications of Soil Erosion Modelling Tracker (GASEMT)', includes 3030 individual modelling records from 126 countries, encompassing all continents (except Antarctica). Out of the 8471 articles identified as potentially relevant, we reviewed 1697 appropriate articles and systematically evaluated and transferred 42 relevant attributes into the database. This GASEMT database provides comprehensive insights into the state-of-the-art of soil- erosion models and model applications worldwide. This database intends to support the upcoming country-based United Nations global soil-erosion assessment in addition to helping to inform soil erosion research priorities by building a foundation for future targeted, in-depth analyses. GASEMT is an open-source database available to the entire user-community to develop research, rectify errors, and make future expansions.</div>
</front>
</TEI>
<pubmed><MedlineCitation Status="PubMed-not-MEDLINE" Owner="NLM"><PMID Version="1">33773346</PMID>
<DateCompleted><Year>2021</Year>
<Month>05</Month>
<Day>18</Day>
</DateCompleted>
<DateRevised><Year>2021</Year>
<Month>05</Month>
<Day>27</Day>
</DateRevised>
<Article PubModel="Print-Electronic"><Journal><ISSN IssnType="Electronic">1879-1026</ISSN>
<JournalIssue CitedMedium="Internet"><Volume>780</Volume>
<PubDate><Year>2021</Year>
<Month>Aug</Month>
<Day>01</Day>
</PubDate>
</JournalIssue>
<Title>The Science of the total environment</Title>
<ISOAbbreviation>Sci Total Environ</ISOAbbreviation>
</Journal>
<ArticleTitle>Soil erosion modelling: A global review and statistical analysis.</ArticleTitle>
<Pagination><MedlinePgn>146494</MedlinePgn>
</Pagination>
<ELocationID EIdType="pii" ValidYN="Y">S0048-9697(21)01562-X</ELocationID>
<ELocationID EIdType="doi" ValidYN="Y">10.1016/j.scitotenv.2021.146494</ELocationID>
<Abstract><AbstractText>To gain a better understanding of the global application of soil erosion prediction models, we comprehensively reviewed relevant peer-reviewed research literature on soil-erosion modelling published between 1994 and 2017. We aimed to identify (i) the processes and models most frequently addressed in the literature, (ii) the regions within which models are primarily applied, (iii) the regions which remain unaddressed and why, and (iv) how frequently studies are conducted to validate/evaluate model outcomes relative to measured data. To perform this task, we combined the collective knowledge of 67 soil-erosion scientists from 25 countries. The resulting database, named 'Global Applications of Soil Erosion Modelling Tracker (GASEMT)', includes 3030 individual modelling records from 126 countries, encompassing all continents (except Antarctica). Out of the 8471 articles identified as potentially relevant, we reviewed 1697 appropriate articles and systematically evaluated and transferred 42 relevant attributes into the database. This GASEMT database provides comprehensive insights into the state-of-the-art of soil- erosion models and model applications worldwide. This database intends to support the upcoming country-based United Nations global soil-erosion assessment in addition to helping to inform soil erosion research priorities by building a foundation for future targeted, in-depth analyses. GASEMT is an open-source database available to the entire user-community to develop research, rectify errors, and make future expansions.</AbstractText>
<CopyrightInformation>Copyright © 2021 The Authors. Published by Elsevier B.V. All rights reserved.</CopyrightInformation>
</Abstract>
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<ForeName>Pasquale</ForeName>
<Initials>P</Initials>
<AffiliationInfo><Affiliation>Department of Earth and Environmental Sciences, University of Pavia, Via Ferrata, 1, 27100 Pavia, Italy; Department of Environmental Sciences, Environmental Geosciences, University of Basel, Basel CH-4056, Switzerland; Department of Biological Environment, Kangwon National University, Chuncheon 24341, Republic of Korea. Electronic address: pasquale.borrelli@unipv.it.</Affiliation>
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<Initials>C</Initials>
<AffiliationInfo><Affiliation>Department of Environmental Sciences, Environmental Geosciences, University of Basel, Basel CH-4056, Switzerland.</Affiliation>
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<ForeName>Pablo</ForeName>
<Initials>P</Initials>
<AffiliationInfo><Affiliation>Institute of Geography and Geoecology, Karlsruhe Institute of Technology, Germany; Faculty of Agricultural Sciences, National University of Loja, Ecuador.</Affiliation>
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<Initials>JAA</Initials>
<AffiliationInfo><Affiliation>Department of Hydraulics and Sanitation, São Carlos School of Engineering (EESC), University of São Paulo (USP), CxP. 359, São Carlos, SP 13566-590, Brazil; Federal University of Mato Grosso do Sul, CxP. 549, Campo Grande, MS 79070-900, Brazil.</Affiliation>
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<Initials>J</Initials>
<AffiliationInfo><Affiliation>Soil Physics and Land Management Group, Wageningen University, Wageningen, the Netherlands.</Affiliation>
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<Initials>C</Initials>
<AffiliationInfo><Affiliation>European Commission, Joint Research Centre (JRC), Ispra, Italy.</Affiliation>
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<Initials>N</Initials>
<AffiliationInfo><Affiliation>University of Ljubljana, Faculty of Civil and Geodetic Engineering, Ljubljana, Slovenia.</Affiliation>
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<AffiliationInfo><Affiliation>Institute of Sciences and Technologies for Sustainable Energy and Mobility (STEMS), National Research Council of Italy (CNR), Strada delle Cacce 73, 10135 Torino, Italy.</Affiliation>
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<Initials>A</Initials>
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<AffiliationInfo><Affiliation>School of Environmental and Rural Science, University of New England, Armidale, NSW 2351, Australia.</Affiliation>
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<AffiliationInfo><Affiliation>INRAE, Unité InfoSol, Orléans 45075, France.</Affiliation>
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<Initials>W</Initials>
<AffiliationInfo><Affiliation>Department of Civil Engineering, National Taipei University of Technology, Taiwan.</Affiliation>
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<AffiliationInfo><Affiliation>Water Research Institute, National Research Council, Bari, Italy.</Affiliation>
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<ForeName>Gizaw Desta</ForeName>
<Initials>GD</Initials>
<AffiliationInfo><Affiliation>International Crops Research Institute for the Semi-Arid Tropics (ICRISAT), Ethiopia.</Affiliation>
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<ForeName>Detlef</ForeName>
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<AffiliationInfo><Affiliation>Leibniz-Center for Agricultural Landscape Research Muencheberg (ZALF), Germany.</Affiliation>
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<AffiliationInfo><Affiliation>Met European Research Observatory-International Affiliates Program of the University Corporation for Atmospheric Research, Via Monte Pino snc, 82100 Benevento, Italy.</Affiliation>
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<AffiliationInfo><Affiliation>Faculty of Environmental Sciences, Czech University of Life Sciences Prague, Kamýcká 129, Praha, Suchdol 165 00, Czech Republic.</Affiliation>
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<Initials>G</Initials>
<AffiliationInfo><Affiliation>Department of Soil Science and Plant Nutrition, Faculty of Agriculture, University of Ankara, 06110, Diskapi, Ankara, Turkey.</Affiliation>
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<ForeName>Peter</ForeName>
<Initials>P</Initials>
<AffiliationInfo><Affiliation>Water and Soil Resources Research Group, Institute of Geography, Universität Augsburg, Alter Postweg 118, 86159 Augsburg, Germany.</Affiliation>
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<Initials>M</Initials>
<AffiliationInfo><Affiliation>University of Turin, Department of Agricultural, Forest and Food Sciences, Largo Paolo Braccini, 2, 10095 Grugliasco, Italy.</Affiliation>
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<AffiliationInfo><Affiliation>University of Bari Aldo Moro, Department of Agricultural and Environmental Sciences, Bari, Italy.</Affiliation>
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<AffiliationInfo><Affiliation>Leibniz-Institute of Freshwater Ecology and Inland Fisheries (FV-IGB), Department of Ecohydrology, 12587 Berlin, Germany.</Affiliation>
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<AffiliationInfo><Affiliation>International Platform for Dryland Research and Education, Tottori University, Tottori 680-0001, Japan.</Affiliation>
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<Initials>B</Initials>
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<Author ValidYN="Y"><LastName>Jeanneau</LastName>
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<Initials>A</Initials>
<AffiliationInfo><Affiliation>School of Biological Sciences, University of Adelaide, Adelaide, Australia.</Affiliation>
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<Initials>K</Initials>
<AffiliationInfo><Affiliation>Faculty of Science and Technology, Free University of Bozen-Bolzano, Bolzano, Italy.</Affiliation>
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<AffiliationInfo><Affiliation>Department of Watershed Management Engineering, Faculty of Natural Resources, Yazd university, Yazd, Iran.</Affiliation>
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<ForeName>Ivan Lizaga</ForeName>
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<AffiliationInfo><Affiliation>University of Twente, Faculty of Geo-Information Science and Earth Observation (ITC), PO Box 217, Enschede AE 7500, the Netherlands.</Affiliation>
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<ForeName>Manuel Esteban</ForeName>
<Initials>ME</Initials>
<AffiliationInfo><Affiliation>Castilla La Mancha University, School of Advanced Agricultural and Forestry Engineering, Albacete 02071, Spain.</Affiliation>
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<ForeName>Michael</ForeName>
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<AffiliationInfo><Affiliation>Department of Earth and Environmental Sciences, University of Pavia, Via Ferrata, 1, 27100 Pavia, Italy.</Affiliation>
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<Initials>F</Initials>
<AffiliationInfo><Affiliation>European Commission, Joint Research Centre (JRC), Ispra, Italy.</Affiliation>
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<AffiliationInfo><Affiliation>University of Ljubljana, Faculty of Civil and Geodetic Engineering, Ljubljana, Slovenia.</Affiliation>
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<ForeName>Sirio</ForeName>
<Initials>S</Initials>
<AffiliationInfo><Affiliation>World Food Programme, Roma 00148, Italy; University of Leicester, Centre for Landscape and Climate Research, Department of Geography, University Road, Leicester LE1 7RH, UK.</Affiliation>
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<ForeName>Markus</ForeName>
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<AffiliationInfo><Affiliation>Julius Kühn Institute (JKI), Federal Research Centre for Cultivated Plants, Institute for Strategies and Technology Assessment, Kleinmachnow, Germany.</Affiliation>
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<ForeName>Victoria</ForeName>
<Initials>V</Initials>
<AffiliationInfo><Affiliation>Ludwig-Maximilian University, Munich, Germany.</Affiliation>
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<AffiliationInfo><Affiliation>Southwest Watershed Research Center, USDA-ARS, 2000 E. Allen Rd., Tucson, AZ 85719, United States.</Affiliation>
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<AffiliationInfo><Affiliation>Soil Research Institute, Council for Scientific and Industrial Research, Kwadaso, Kumasi, Ghana.</Affiliation>
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<ForeName>Dinesh</ForeName>
<Initials>D</Initials>
<AffiliationInfo><Affiliation>Department of Agronomy and Horticulture, University of Nebraska-Lincoln, Lincoln, NE, United States.</Affiliation>
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<ForeName>Edouard</ForeName>
<Initials>E</Initials>
<AffiliationInfo><Affiliation>Normandie Univ, Rouen, UNIROUEN, UNICAEN, CNRS, M2C, FED-SCALE, Rouen, France.</Affiliation>
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<Initials>CV</Initials>
<AffiliationInfo><Affiliation>Romanian Academy, Iasi Branch, Geography Group, 8 Carol I, 700505, Iasi, Romania.</Affiliation>
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<AffiliationInfo><Affiliation>Minas Gerais State University - Campus Frutal, Brazil.</Affiliation>
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<AffiliationInfo><Affiliation>Georges Lemaître Centre for Earth and Climate Research - Earth and Life Institute, Université Catholique de Louvain, Belgium.</Affiliation>
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<ForeName>Mohammad Reza</ForeName>
<Initials>MR</Initials>
<AffiliationInfo><Affiliation>Faculty of Agriculture, University of Torbat Heydarieh, Torbat Heydarieh, Iran.</Affiliation>
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<Initials>GF</Initials>
<AffiliationInfo><Affiliation>University of Bari Aldo Moro, Department of Agricultural and Environmental Sciences, Bari, Italy.</Affiliation>
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<Initials>S</Initials>
<AffiliationInfo><Affiliation>Department of Veterinary Sciences, University of Pisa, Pisa, Italy.</Affiliation>
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<Initials>AN</Initials>
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<Initials>C</Initials>
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<Initials>V</Initials>
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<Initials>HS</Initials>
<AffiliationInfo><Affiliation>Department of Biological Environment, Kangwon National University, Chuncheon 24341, Republic of Korea.</Affiliation>
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<Initials>DN</Initials>
<AffiliationInfo><Affiliation>Department of Chemistry and Biochemistry, University of Alaska Fairbanks, Fairbanks, AK, USA.</Affiliation>
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<Initials>H</Initials>
<AffiliationInfo><Affiliation>School of Environmental Ecology and Biological Engineering, Wuhan Institute of Technology, Wuhan 430205, China.</Affiliation>
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<Initials>R</Initials>
<AffiliationInfo><Affiliation>Department of Plant Science and Landscape Architecture, University of Maryland, College Park, MD, USA.</Affiliation>
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<ForeName>Konstantinos</ForeName>
<Initials>K</Initials>
<AffiliationInfo><Affiliation>Department of Rural and Surveying Engineering, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece.</Affiliation>
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<ForeName>Diana</ForeName>
<Initials>D</Initials>
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<ForeName>Jae E</ForeName>
<Initials>JE</Initials>
<AffiliationInfo><Affiliation>Department of Biological Environment, Kangwon National University, Chuncheon 24341, Republic of Korea.</Affiliation>
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<ForeName>Shuiqing</ForeName>
<Initials>S</Initials>
<AffiliationInfo><Affiliation>State Key Laboratory of Earth Surface Processes and Resource Ecology, Faculty of Geographical Science, Beijing Normal University, Beijing, China.</Affiliation>
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</Author>
<Author ValidYN="Y"><LastName>Zema</LastName>
<ForeName>Demetrio Antonio</ForeName>
<Initials>DA</Initials>
<AffiliationInfo><Affiliation>Department "Agraria", University "Mediterranea" of Reggio Calabria, Località Feo di Vito, 89122 Reggio Calabria, Italy.</Affiliation>
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</Author>
<Author ValidYN="Y"><LastName>Zhao</LastName>
<ForeName>Guangju</ForeName>
<Initials>G</Initials>
<AffiliationInfo><Affiliation>State Key Laboratory of Soil Erosion and Dryland Farming on the Loess Plateau, Institute of Soil and Water Conservation, Northwest A&F University, Yangling, Shaanxi 712100, China.</Affiliation>
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</Author>
<Author ValidYN="Y"><LastName>Panagos</LastName>
<ForeName>Panos</ForeName>
<Initials>P</Initials>
<AffiliationInfo><Affiliation>European Commission, Joint Research Centre (JRC), Ispra, Italy. Electronic address: panos.panagos@ec.europa.eu.</Affiliation>
</AffiliationInfo>
</Author>
</AuthorList>
<Language>eng</Language>
<PublicationTypeList><PublicationType UI="D016428">Journal Article</PublicationType>
<PublicationType UI="D016454">Review</PublicationType>
</PublicationTypeList>
<ArticleDate DateType="Electronic"><Year>2021</Year>
<Month>03</Month>
<Day>17</Day>
</ArticleDate>
</Article>
<MedlineJournalInfo><Country>Netherlands</Country>
<MedlineTA>Sci Total Environ</MedlineTA>
<NlmUniqueID>0330500</NlmUniqueID>
<ISSNLinking>0048-9697</ISSNLinking>
</MedlineJournalInfo>
<CitationSubset>IM</CitationSubset>
<KeywordList Owner="NOTNLM"><Keyword MajorTopicYN="N">Erosion rates</Keyword>
<Keyword MajorTopicYN="N">GIS</Keyword>
<Keyword MajorTopicYN="N">Land degradation</Keyword>
<Keyword MajorTopicYN="N">Land sustainability</Keyword>
<Keyword MajorTopicYN="N">Modelling</Keyword>
<Keyword MajorTopicYN="N">Policy support</Keyword>
</KeywordList>
<CoiStatement>Declaration of competing interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.</CoiStatement>
</MedlineCitation>
<PubmedData><History><PubMedPubDate PubStatus="received"><Year>2020</Year>
<Month>12</Month>
<Day>22</Day>
</PubMedPubDate>
<PubMedPubDate PubStatus="revised"><Year>2021</Year>
<Month>03</Month>
<Day>05</Day>
</PubMedPubDate>
<PubMedPubDate PubStatus="accepted"><Year>2021</Year>
<Month>03</Month>
<Day>11</Day>
</PubMedPubDate>
<PubMedPubDate PubStatus="pmc-release"><Year>2021</Year>
<Month>08</Month>
<Day>01</Day>
</PubMedPubDate>
<PubMedPubDate PubStatus="pubmed"><Year>2021</Year>
<Month>3</Month>
<Day>28</Day>
<Hour>6</Hour>
<Minute>0</Minute>
</PubMedPubDate>
<PubMedPubDate PubStatus="medline"><Year>2021</Year>
<Month>3</Month>
<Day>28</Day>
<Hour>6</Hour>
<Minute>1</Minute>
</PubMedPubDate>
<PubMedPubDate PubStatus="entrez"><Year>2021</Year>
<Month>3</Month>
<Day>27</Day>
<Hour>20</Hour>
<Minute>18</Minute>
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</History>
<PublicationStatus>ppublish</PublicationStatus>
<ArticleIdList><ArticleId IdType="pubmed">33773346</ArticleId>
<ArticleId IdType="pii">S0048-9697(21)01562-X</ArticleId>
<ArticleId IdType="doi">10.1016/j.scitotenv.2021.146494</ArticleId>
<ArticleId IdType="pmc">PMC8140410</ArticleId>
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