|Thomas, S M; Beierkuhnlein, C: Predicting ectotherm disease vector spread - Benefits from multidisciplinary approaches and directions forward, Naturwissenschaften, 100(5), 395-405 (2013), doi:10.1007/s00114-013-1039-0 [Link]|
The occurrence of ectotherm disease vectors outside of their previous distribution area and the emergence of vector-borne diseases can be increasingly observed at a global scale and are accompanied by a growing number of studies which investigate the vast range of determining factors and their causal links. Consequently, a broad span of scientific disciplines is involved in tackling these complex phenomena. First, we evaluate the citation behaviour of relevant scientific literature in order to clarify the question “do scientists consider results of other disciplines to extend their expertise?”. We then highlight emerging tools and concepts useful for risk assessment. Correlative models (regression-based, machine learning and profile techniques), mechanistic models (basic reproduction number R0) and methods of spatial regression, interaction and interpolation are described. We discuss further steps towards multidisciplinary approaches regarding new tools and emerging concepts to combine existing approaches such as Bayesian geostatistical modelling, mechanistic models which avoid the need for parameter fitting, joined correlative and mechanistic models, multi-criteria decision analysis and geographic profiling. We take the quality of both occurrence data for vector, host and disease cases, and data of the predictor variables into consideration as both determine the accuracy of risk area identification. Finally, we underline the importance of multidisciplinary research approaches. Even if the establishment of communication networks between scientific disciplines and the share of specific methods is time consuming, it promises new insights for the surveillance and control of vector-borne diseases worldwide.
The tangled evolutionary history of plants and fungi
Öffentliche Vorträge im Rahmen der Besetzung der Professur "Sportökologie"
|We. 2018-06-20 now|
Harmlos bis tödlich: Krankheiten der Bäume
GFBio Roadshow – Research Data Management for scientists, step by step (German Federation for Biological Data)