Variability in echolocation call design of 26 Swiss bat species: consequences, limits and options for automated field identification with a synergetic pattern recognition approach
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Martin K. Obrist
, Ruedi Boesch and Peter F. Flückiger
Pattern recognition algorithms offer a promising approach to recognizing bat species by their echolocation calls. Automated systems like synergetic classifiers may contribute significantly to operator-independent species identification in the field. However, it necessitates the assembling of an appropriate database of reference calls, a task far from trivial. We present data on species specific flexibility in call parameters of all Swiss bat species (except Nyctalus lasiopterus and Plecotus alpinus). The selection of "training-calls" for the classifier is crucial for species identification success. We discuss this in the context of echolocation call variability differing between species and its consequences for the implementation of an automated, species specific bat activity monitoring system.
Copyright 2004, Walter de Gruyter
Articles in the same Issue
- Le Havre 2002: the IXth European Bat Research Symposium
- Morphometrics and ecology of Myotis cf. punicus (Chiroptera, Vespertilionidae) in Corsica
- Ecomorphometry of Myotis daubentonii and M. lucifugus (Chiroptera, Vespertilionidae) – a Palearctic-Nearctic comparison
- Postnatal growth in Myotis blythii (Chiroptera, Vespertilionidae)
- Body mass changes in male Daubenton's bats Myotis daubentonii (Chiroptera, Vespertilionidae) during the seasonal activity period
- Subspecific structure of Myotis daubentonii (Chiroptera, Vespertilionidae) and composition of the "daubentonii" species group
- Variability in echolocation call design of 26 Swiss bat species: consequences, limits and options for automated field identification with a synergetic pattern recognition approach
- Reproductive cycle in Pipistrellus kuhlii (Chiroptera,Vespertilionidae) in western Iran
- The roost preference of Nyctalus noctula (Chiroptera, Vespertilionidae) in summer and the ecological background of their urbanization
- Bats, climate, and air microorganisms in a Romanian cave
- The importance of small cellars to bat hibernation in Poland
- Effect of barn conversion on bat roost sites in Hertfordshire, England
- Flight activity and habitat use of Pipistrellus pygmaeus in a floodplain forest
- Summer distribution of the Pond bat Myotis dasycneme (Chiroptera, Vespertilionidae) in the west of Flanders (Belgium) with regard to water quality
- Radiotracking of Myotis myotis (Chiroptera, Vespertilionidae) in South Tyrol and implications for its conservation
- Diet and prey selection in the Mediterranean horseshoe bat Rhinolophus euryale (Chiroptera, Rhinolophidae) during the pre-breeding season
- The importance of woodland for Rhinolophus hipposideros (Chiroptera, Rhinolophidae) in Austria
- Tunnels as a possibility to connect bat habitats
- Control region variability of the mitochondrial DNA of Pipistrellus nathusii (Chiroptera, Vespertilionidae): First results of a population genetic study
- Bat species and conservation issues in the castle Grad na Goričkem (NE Slovenia)
- Aerial deposition of cadmium before and after the closure of an oil-fired power station in the vicinity of two nursery roosts of Rhinolophus ferrumequinum (Chiroptera, Rhinolophidae)
- Bat activity in coniferous forest areas and the impact of air pollution
Articles in the same Issue
- Le Havre 2002: the IXth European Bat Research Symposium
- Morphometrics and ecology of Myotis cf. punicus (Chiroptera, Vespertilionidae) in Corsica
- Ecomorphometry of Myotis daubentonii and M. lucifugus (Chiroptera, Vespertilionidae) – a Palearctic-Nearctic comparison
- Postnatal growth in Myotis blythii (Chiroptera, Vespertilionidae)
- Body mass changes in male Daubenton's bats Myotis daubentonii (Chiroptera, Vespertilionidae) during the seasonal activity period
- Subspecific structure of Myotis daubentonii (Chiroptera, Vespertilionidae) and composition of the "daubentonii" species group
- Variability in echolocation call design of 26 Swiss bat species: consequences, limits and options for automated field identification with a synergetic pattern recognition approach
- Reproductive cycle in Pipistrellus kuhlii (Chiroptera,Vespertilionidae) in western Iran
- The roost preference of Nyctalus noctula (Chiroptera, Vespertilionidae) in summer and the ecological background of their urbanization
- Bats, climate, and air microorganisms in a Romanian cave
- The importance of small cellars to bat hibernation in Poland
- Effect of barn conversion on bat roost sites in Hertfordshire, England
- Flight activity and habitat use of Pipistrellus pygmaeus in a floodplain forest
- Summer distribution of the Pond bat Myotis dasycneme (Chiroptera, Vespertilionidae) in the west of Flanders (Belgium) with regard to water quality
- Radiotracking of Myotis myotis (Chiroptera, Vespertilionidae) in South Tyrol and implications for its conservation
- Diet and prey selection in the Mediterranean horseshoe bat Rhinolophus euryale (Chiroptera, Rhinolophidae) during the pre-breeding season
- The importance of woodland for Rhinolophus hipposideros (Chiroptera, Rhinolophidae) in Austria
- Tunnels as a possibility to connect bat habitats
- Control region variability of the mitochondrial DNA of Pipistrellus nathusii (Chiroptera, Vespertilionidae): First results of a population genetic study
- Bat species and conservation issues in the castle Grad na Goričkem (NE Slovenia)
- Aerial deposition of cadmium before and after the closure of an oil-fired power station in the vicinity of two nursery roosts of Rhinolophus ferrumequinum (Chiroptera, Rhinolophidae)
- Bat activity in coniferous forest areas and the impact of air pollution