Explainable neural networks for trait‐based multispecies distribution modelling—A case study with butterflies and moths

Autor: Yoann Bourhis, James R. Bell, Chris R. Shortall, William E. Kunin, Alice E. Milne

Publikováno v: Methods in Ecology and Evolution, Vol 14, Iss 6, Pp 1531-1542 (2023)

Abstract Species response traits mediate environmental effects on species distribution. Traits are used in joint and multispecies distribution models (JSDMs and MSDMs) to enable community‐wide shared parameters that characterise niche filtering alo

Externí odkaz: https://doaj.org/article/e569a423e98b438a8cf77e4c515f22c7

Author response for 'Explainable neural networks for trait‐based multispecies distribution modelling—A case study with butterflies and moths'

Autor: null Yoann Bourhis, null James R. Bell, null Chris R. Shortall, null William E. Kunin, null Alice E. Milne

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::0fb2dacc2c1f9231397548d45baa34ef
https://doi.org/10.1111/2041-210x.14097/v2/response1

Changes in phenology and abundance of suction‐trapped Diptera from a farmland site in the UK over four decades

Autor: Chris R. Shortall, Richard Harrington, Jens Oldeland, Swantje Grabener

Publikováno v: Grabener, S, Oldeland, J, Shortall, C & Harrington, R 2020, ' Changes in phenology and abundance of suction-trapped Diptera from a farmland site in the UK over four decades ', Ecological Entomology, vol. 45, no. 5, pp. 1215-1219 . https://doi.org/10.1111/een.12873

1. Recently documented insect declines have caused major concerns and an increased interest in studies using long-term population-monitoring data.2. Samples from a 12.2-m suction trap were used to examine trends in phenology and abundance of Diptera

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::736a3eb6bc048cee2ee6b5575ecb41b1
https://doi.org/10.1111/een.12873

Population genetic structure and predominance of cyclical parthenogenesis in the bird cherry-oat aphid

Autor: Ramiro, Morales-Hojas, Asier, Gonzalez-Uriarte, Fernando, Alvira Iraizoz, Todd, Jenkins, Lynda, Alderson, Tracey, Kruger, Mike J, Hall, Alex, Greenslade, Chris R, Shortall, James R, Bell

Publikováno v: Evolutionary Applications

Genetic diversity is the determinant for pest species’ success and vector competence. Understanding the ecological and evolutionary processes that determine the genetic diversity is fundamental to help identify the spatial scale at which pest popul

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=pmid________::a618c509e9c8b86cbeb25d34fe9800f5
https://pubmed.ncbi.nlm.nih.gov/32431749

Mechanistic model for predicting the seasonal abundance of Culicoides biting midges and the impacts of insecticide control

Autor: Chris R. Shortall, Steven M. White, Bethan V. Purse, Christopher Sanders

Publikováno v: Parasites & Vectors, Vol 10, Iss 1, Pp 1-14 (2017)
Parasites & Vectors

Background Understanding seasonal patterns of abundance of insect vectors is important for optimisation of control strategies of vector-borne diseases. Environmental drivers such as temperature, humidity and photoperiod influence vector abundance, bu

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::9a9867588af8fbc574f065195e1973e5
http://link.springer.com/article/10.1186/s13071-017-2097-5