Publication: Modelling the monthly abundance of Culicoides biting midges in nine European countries using Random Forests machine learning
Modelling the monthly abundance of Culicoides biting midges in nine European countries using Random Forests machine learning
Date
Date
Date
Citations
Cuéllar, A. C., Kjær, L. J., Baum, A., Stockmarr, A., Skovgard, H., Nielsen, S. A., Andersson, M. G., Lindström, A., Chirico, J., Lühken, R., Steinke, S., Kiel, E., Gethmann, J., Conraths, F. J., Larska, M., Smreczak, M., Orłowska, A., Hamnes, I., Sviland, S., … et al. (2020). Modelling the monthly abundance of Culicoides biting midges in nine European countries using Random Forests machine learning. Parasites & Vectors, 13(1), 194. https://doi.org/10.1186/s13071-020-04053-x
Abstract
Abstract
Abstract
Background: Culicoides biting midges transmit viruses resulting in disease in ruminants and equids such as bluetongue, Schmallenberg disease and African horse sickness. In the past decades, these diseases have led to important economic losses for farmers in Europe. Vector abundance is a key factor in determining the risk of vector-borne disease spread and it is, therefore, important to predict the abundance of Culicoides species involved in the transmission of these pathogens. The objectives of this study were to model and map the mon
Metrics
Downloads
Views
Additional indexing
Creators (Authors)
- Cuéllar, Ana Carolina
- Kjær, Lene Jung
- Baum, Andreas
- Stockmarr, Anders
- Skovgard, Henrik
- Nielsen, Søren Achim
- Andersson, Mats Gunnar
- Lindström, Anders
- Chirico, Jan
- Lühken, Renke
- Steinke, Sonja
- Kiel, Ellen
- Gethmann, Jörn
- Conraths, Franz J
- Larska, Magdalena
- Smreczak, Marcin
- Orłowska, Anna
- Hamnes, Inger
- Sviland, Ståle
- Hopp, Petter
- Brugger, Katharina
- Rubel, Franz
- Balenghien, Thomas
- Garros, Claire
- Rakotoarivony, Ignace
- Allène, Xavier
- Lhoir, Jonathan
- Chavernac, David
- Delécolle, Jean-Claude
- Mathieu, Bruno
Volume
Volume
Volume
Number
Number
Number
Page range/Item number
Page range/Item number
Page range/Item number
Item Type
Item Type
Item Type
Dewey Decimal Classifikation
Dewey Decimal Classifikation
Dewey Decimal Classifikation
Keywords
Language
Language
Language
Publication date
Publication date
Publication date
Date available
Date available
Date available
ISSN or e-ISSN
ISSN or e-ISSN
ISSN or e-ISSN
OA Status
OA Status
OA Status
Free Access at
Free Access at
Free Access at
Publisher DOI
Metrics
Downloads
Views
Citations
Cuéllar, A. C., Kjær, L. J., Baum, A., Stockmarr, A., Skovgard, H., Nielsen, S. A., Andersson, M. G., Lindström, A., Chirico, J., Lühken, R., Steinke, S., Kiel, E., Gethmann, J., Conraths, F. J., Larska, M., Smreczak, M., Orłowska, A., Hamnes, I., Sviland, S., … et al. (2020). Modelling the monthly abundance of Culicoides biting midges in nine European countries using Random Forests machine learning. Parasites & Vectors, 13(1), 194. https://doi.org/10.1186/s13071-020-04053-x
