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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Description
ISSN:1756-3305
DOI:10.1186/s13071-020-04053-x