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Modelling the monthly abundance of Culicoides biting midges in nine European countries using Random Forests machine learning.

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Title: Modelling the monthly abundance of Culicoides biting midges in nine European countries using Random Forests machine learning.
Authors: Cuéllar AC; Division for Diagnostics and Scientific Advice, National Veterinary Institute, Technical University of Denmark (DTU), Lyngby, Denmark. anacarocuellar@gmail.com., Kjær LJ; Division for Diagnostics and Scientific Advice, National Veterinary Institute, Technical University of Denmark (DTU), Lyngby, Denmark., Baum A; Department of Applied Mathematics and Computer Science, Technical University of Denmark (DTU), Lyngby, Denmark., Stockmarr A; Department of Applied Mathematics and Computer Science, Technical University of Denmark (DTU), Lyngby, Denmark., Skovgard H; Department of Agroecology - Entomology and Plant Pathology, Aarhus University, Aarhus, Denmark., Nielsen SA; Department of Science and Environment, Roskilde University, Roskilde, Denmark., Andersson MG; National Veterinary Institute (SVA), Uppsala, Sweden., Lindström A; National Veterinary Institute (SVA), Uppsala, Sweden., Chirico J; National Veterinary Institute (SVA), Uppsala, Sweden., Lühken R; Faculty of Mathematics, Informatics and Natural Sciences, Universität Hamburg, Hamburg, Germany.; Bernhard Nocht Institute for Tropical Medicine, Hamburg, Germany., Steinke S; Department of Biology and Environmental Sciences, Carl von Ossietzky University, Oldenburg, Germany., Kiel E; Department of Biology and Environmental Sciences, Carl von Ossietzky University, Oldenburg, Germany., Gethmann J; Institute of Epidemiology, Friedrich-Loeffler-Institut, Greifswald, Germany., Conraths FJ; Institute of Epidemiology, Friedrich-Loeffler-Institut, Greifswald, Germany., Larska M; Department of Virology, National Veterinary Research Institute, Pulawy, Poland., Smreczak M; Department of Virology, National Veterinary Research Institute, Pulawy, Poland., Orłowska A; Department of Virology, National Veterinary Research Institute, Pulawy, Poland., Hamnes I; Norwegian Veterinary Institute, Oslo, Norway., Sviland S; Norwegian Veterinary Institute, Oslo, Norway., Hopp P; Norwegian Veterinary Institute, Oslo, Norway., Brugger K; Unit of Veterinary Public Health and Epidemiology, University of Veterinary Medicine, Vienna, Austria., Rubel F; Unit of Veterinary Public Health and Epidemiology, University of Veterinary Medicine, Vienna, Austria., Balenghien T; CIRAD, UMR ASTRE, 34398, Montpellier, France.; IAV Hassan II, Unité MIMC, 10 100, Rabat-Instituts, Morocco., Garros C; IAV Hassan II, Unité MIMC, 10 100, Rabat-Instituts, Morocco., Rakotoarivony I; IAV Hassan II, Unité MIMC, 10 100, Rabat-Instituts, Morocco., Allène X; IAV Hassan II, Unité MIMC, 10 100, Rabat-Instituts, Morocco., Lhoir J; CIRAD, UMR ASTRE, 34398, Montpellier, France., Chavernac D; CIRAD, UMR ASTRE, 34398, Montpellier, France., Delécolle JC; Institute of Parasitology and Tropical Pathology of Strasbourg, UR7292, Université de Strasbourg, Strasbourg, France., Mathieu B; Institute of Parasitology and Tropical Pathology of Strasbourg, UR7292, Université de Strasbourg, Strasbourg, France., Delécolle D; Institute of Parasitology and Tropical Pathology of Strasbourg, UR7292, Université de Strasbourg, Strasbourg, France., Setier-Rio ML; EID Méditerranée, Montpellier, France., Scheid B; EID Méditerranée, Montpellier, France., Chueca MÁM; Applied Zoology and Animal Conservation Research Group, University of the Balearic Islands, Palma, Spain., Barceló C; Applied Zoology and Animal Conservation Research Group, University of the Balearic Islands, Palma, Spain., Lucientes J; Department of Animal Pathology, University of Zaragoza, Zaragoza, Spain., Estrada R; Department of Animal Pathology, University of Zaragoza, Zaragoza, Spain., Mathis A; Institute of Parasitology, National Centre for Vector Entomology, Vetsuisse FacultyInstitute of Parasitology, National Centre for Vector Entomology, Vetsuisse Faculty, University of Zürich, Zürich, Switzerland., Venail R; Avia-GIS NV, Zoersel, Belgium., Tack W; Meise Botanic Garden, Meise, Belgium., Bødker R; Division for Diagnostics and Scientific Advice, National Veterinary Institute, Technical University of Denmark (DTU), Lyngby, Denmark.
Source: Parasites & vectors [Parasit Vectors] 2020 Apr 15; Vol. 13 (1), pp. 194. Date of Electronic Publication: 2020 Apr 15.
Publication Type: Journal Article
Journal Info: Publisher: BioMed Central Country of Publication: England NLM ID: 101462774 Publication Model: Electronic Cited Medium: Internet ISSN: 1756-3305 (Electronic) Linking ISSN: 17563305 NLM ISO Abbreviation: Parasit Vectors Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Modelling the monthly abundance of Culicoides biting midges in nine European countries using Random Forests machine learning.
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  Data: <searchLink fieldCode="AU" term="%22Cuéllar+AC%22">Cuéllar AC</searchLink>; Division for Diagnostics and Scientific Advice, National Veterinary Institute, Technical University of Denmark (DTU), Lyngby, Denmark. anacarocuellar@gmail.com.<br /><searchLink fieldCode="AU" term="%22Kjær+LJ%22">Kjær LJ</searchLink>; Division for Diagnostics and Scientific Advice, National Veterinary Institute, Technical University of Denmark (DTU), Lyngby, Denmark.<br /><searchLink fieldCode="AU" term="%22Baum+A%22">Baum A</searchLink>; Department of Applied Mathematics and Computer Science, Technical University of Denmark (DTU), Lyngby, Denmark.<br /><searchLink fieldCode="AU" term="%22Stockmarr+A%22">Stockmarr A</searchLink>; Department of Applied Mathematics and Computer Science, Technical University of Denmark (DTU), Lyngby, Denmark.<br /><searchLink fieldCode="AU" term="%22Skovgard+H%22">Skovgard H</searchLink>; Department of Agroecology - Entomology and Plant Pathology, Aarhus University, Aarhus, Denmark.<br /><searchLink fieldCode="AU" term="%22Nielsen+SA%22">Nielsen SA</searchLink>; Department of Science and Environment, Roskilde University, Roskilde, Denmark.<br /><searchLink fieldCode="AU" term="%22Andersson+MG%22">Andersson MG</searchLink>; National Veterinary Institute (SVA), Uppsala, Sweden.<br /><searchLink fieldCode="AU" term="%22Lindström+A%22">Lindström A</searchLink>; National Veterinary Institute (SVA), Uppsala, Sweden.<br /><searchLink fieldCode="AU" term="%22Chirico+J%22">Chirico J</searchLink>; National Veterinary Institute (SVA), Uppsala, Sweden.<br /><searchLink fieldCode="AU" term="%22Lühken+R%22">Lühken R</searchLink>; Faculty of Mathematics, Informatics and Natural Sciences, Universität Hamburg, Hamburg, Germany.; Bernhard Nocht Institute for Tropical Medicine, Hamburg, Germany.<br /><searchLink fieldCode="AU" term="%22Steinke+S%22">Steinke S</searchLink>; Department of Biology and Environmental Sciences, Carl von Ossietzky University, Oldenburg, Germany.<br /><searchLink fieldCode="AU" term="%22Kiel+E%22">Kiel E</searchLink>; Department of Biology and Environmental Sciences, Carl von Ossietzky University, Oldenburg, Germany.<br /><searchLink fieldCode="AU" term="%22Gethmann+J%22">Gethmann J</searchLink>; Institute of Epidemiology, Friedrich-Loeffler-Institut, Greifswald, Germany.<br /><searchLink fieldCode="AU" term="%22Conraths+FJ%22">Conraths FJ</searchLink>; Institute of Epidemiology, Friedrich-Loeffler-Institut, Greifswald, Germany.<br /><searchLink fieldCode="AU" term="%22Larska+M%22">Larska M</searchLink>; Department of Virology, National Veterinary Research Institute, Pulawy, Poland.<br /><searchLink fieldCode="AU" term="%22Smreczak+M%22">Smreczak M</searchLink>; Department of Virology, National Veterinary Research Institute, Pulawy, Poland.<br /><searchLink fieldCode="AU" term="%22Orłowska+A%22">Orłowska A</searchLink>; Department of Virology, National Veterinary Research Institute, Pulawy, Poland.<br /><searchLink fieldCode="AU" term="%22Hamnes+I%22">Hamnes I</searchLink>; Norwegian Veterinary Institute, Oslo, Norway.<br /><searchLink fieldCode="AU" term="%22Sviland+S%22">Sviland S</searchLink>; Norwegian Veterinary Institute, Oslo, Norway.<br /><searchLink fieldCode="AU" term="%22Hopp+P%22">Hopp P</searchLink>; Norwegian Veterinary Institute, Oslo, Norway.<br /><searchLink fieldCode="AU" term="%22Brugger+K%22">Brugger K</searchLink>; Unit of Veterinary Public Health and Epidemiology, University of Veterinary Medicine, Vienna, Austria.<br /><searchLink fieldCode="AU" term="%22Rubel+F%22">Rubel F</searchLink>; Unit of Veterinary Public Health and Epidemiology, University of Veterinary Medicine, Vienna, Austria.<br /><searchLink fieldCode="AU" term="%22Balenghien+T%22">Balenghien T</searchLink>; CIRAD, UMR ASTRE, 34398, Montpellier, France.; IAV Hassan II, Unité MIMC, 10 100, Rabat-Instituts, Morocco.<br /><searchLink fieldCode="AU" term="%22Garros+C%22">Garros C</searchLink>; IAV Hassan II, Unité MIMC, 10 100, Rabat-Instituts, Morocco.<br /><searchLink fieldCode="AU" term="%22Rakotoarivony+I%22">Rakotoarivony I</searchLink>; IAV Hassan II, Unité MIMC, 10 100, Rabat-Instituts, Morocco.<br /><searchLink fieldCode="AU" term="%22Allène+X%22">Allène X</searchLink>; IAV Hassan II, Unité MIMC, 10 100, Rabat-Instituts, Morocco.<br /><searchLink fieldCode="AU" term="%22Lhoir+J%22">Lhoir J</searchLink>; CIRAD, UMR ASTRE, 34398, Montpellier, France.<br /><searchLink fieldCode="AU" term="%22Chavernac+D%22">Chavernac D</searchLink>; CIRAD, UMR ASTRE, 34398, Montpellier, France.<br /><searchLink fieldCode="AU" term="%22Delécolle+JC%22">Delécolle JC</searchLink>; Institute of Parasitology and Tropical Pathology of Strasbourg, UR7292, Université de Strasbourg, Strasbourg, France.<br /><searchLink fieldCode="AU" term="%22Mathieu+B%22">Mathieu B</searchLink>; Institute of Parasitology and Tropical Pathology of Strasbourg, UR7292, Université de Strasbourg, Strasbourg, France.<br /><searchLink fieldCode="AU" term="%22Delécolle+D%22">Delécolle D</searchLink>; Institute of Parasitology and Tropical Pathology of Strasbourg, UR7292, Université de Strasbourg, Strasbourg, France.<br /><searchLink fieldCode="AU" term="%22Setier-Rio+ML%22">Setier-Rio ML</searchLink>; EID Méditerranée, Montpellier, France.<br /><searchLink fieldCode="AU" term="%22Scheid+B%22">Scheid B</searchLink>; EID Méditerranée, Montpellier, France.<br /><searchLink fieldCode="AU" term="%22Chueca+MÁM%22">Chueca MÁM</searchLink>; Applied Zoology and Animal Conservation Research Group, University of the Balearic Islands, Palma, Spain.<br /><searchLink fieldCode="AU" term="%22Barceló+C%22">Barceló C</searchLink>; Applied Zoology and Animal Conservation Research Group, University of the Balearic Islands, Palma, Spain.<br /><searchLink fieldCode="AU" term="%22Lucientes+J%22">Lucientes J</searchLink>; Department of Animal Pathology, University of Zaragoza, Zaragoza, Spain.<br /><searchLink fieldCode="AU" term="%22Estrada+R%22">Estrada R</searchLink>; Department of Animal Pathology, University of Zaragoza, Zaragoza, Spain.<br /><searchLink fieldCode="AU" term="%22Mathis+A%22">Mathis A</searchLink>; Institute of Parasitology, National Centre for Vector Entomology, Vetsuisse FacultyInstitute of Parasitology, National Centre for Vector Entomology, Vetsuisse Faculty, University of Zürich, Zürich, Switzerland.<br /><searchLink fieldCode="AU" term="%22Venail+R%22">Venail R</searchLink>; Avia-GIS NV, Zoersel, Belgium.<br /><searchLink fieldCode="AU" term="%22Tack+W%22">Tack W</searchLink>; Meise Botanic Garden, Meise, Belgium.<br /><searchLink fieldCode="AU" term="%22Bødker+R%22">Bødker R</searchLink>; Division for Diagnostics and Scientific Advice, National Veterinary Institute, Technical University of Denmark (DTU), Lyngby, Denmark.
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