Skull morphological adaptations to acoustic emissions: peak frequency in bats
Data files
Apr 27, 2026 version files 583.98 KB
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chiroptera.no_outgroups.absolute.tre
32.66 KB
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Covariates.csv
37.28 KB
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Data_complete_Ch3_from_R.tps
468.49 KB
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Lables_Ch3.csv
41.61 KB
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README.md
3.93 KB
Abstract
Dataset DOI: 10.5061/dryad.c59zw3rnt
Description of the data and file structure
Dataset showing skull morphological adaptations to acoustic emissions in 219 species of bats.
Covariates.csv = Ecological and bioacoustics parameters for 219 species of bats.
"Mass" = Average species body mass in grams
"Emission type" = broadband / FM–multiharmonic types (M), resonant or CF‑dominant call types (R)
"Call category" = constant frequency (h), long, broadband, multiharmonic (g), short, broadband, multiharmonic (f), short, broadband, dominated by fundamental harmonic (e), narrowband, multiharmonic (d), narrowband, dominated by fundamental harmonic (c)
"StartF" = Start Frequency (KHz)
"EndF" = End Frequency (KHz)
"BW" = Band Width (KHz)
"Fpeak" = Frequency Peak (KHz)
"Duration" = Frequency duration (ms)
"Sweep rate" = Sweep rate (KHz/ms)
"Diet" = insectivorous (I), frugivorous (F), hematophagous (H), vertebrate eater (V), nectarivorous (N), omnivorous (O), frugi/insectivorous (F,I), necta/fruigivorous (N,F), insect-vertebrate eater (I,V)
"SimpDiet" = insectivorous (I), frugivorous (F), hematophagous (H), vertebrate eater (V), nectarivorous (N), omnivorous (O)
"ET2" = Broadband FM calls (B), Multiharmonic calls (M), Resonant / Constant‑frequency calls (R)
"Diet_I" = insectivore (I), non-insectivore (n, I)
"Continent" = Africa, Asia, Europe, N-America, Oceania, S-America
"Continent 2" = Africa, Asia, Europe, America, Oceania
"Continent 3" = Africa, Eurasia, America, Oceania
"World" = Old World (Old), New World (New)
"Notes" = detailed geographic location when available
"ET3" = Multiharmonic (M), Narrowband (N), Resonant (R)
"CC2" = Frequency‑Modulated (FM), Constant Frequency (CF), Quasi‑Constant Frequency (QCF)
"D4" = insectivorous (I), frugivorous (F), omnivorous (O).
Data_complete_Ch3_from_R.tps = TPS file providing raw 3D landmark coordinates for 446 skull specimens representative of 219 species of bats. Note, these raw coordinates must go through Generalised Procrustes Analysis and averaged by species to replicate the analyses at macroevolutionary scale.
Lables_Ch3.csv = Taxonomic data of the 446 specimens applied for the macroevolutionary analyses. The file includes data on:
"Family" = valid family taxonomic affiliation
"Genus" = valid genus taxonomic affiliation
"Species" = valid species taxonomic name
"Full name" = valid scientific name
"Shi&Rabosky2015" = the nomenclature applied to match the phylogenetic tree data
"Inventory number" = museum catalogue code
"Mass" = Average species body mass (in grams)
"Tech" = methodology used to build the 3D model (photogrammetry or micro-CT).
chiroptera.no_outgroups.absolute.tre = Phylogenetic tree for 219 species of bats with branch lengths describing time of divergence in million of years. The phylogeny was pruned from the larger tree presented by Shi & Rabosky (2015).
Code/software
The files can be opened using R package geomorph and Microsoft Excel.
Access information
Other publicly accessible locations of the data:
Data was derived from the following sources:
Museum specimens from the following institutions: AMNH = American Museum of Natural History, New York; HNHM =Magyar Természettudományi Múzeum, Hungarian Natural History Museum, Budapest; MNHN = Muséum National d'Histoire Naturelle, Paris; NHM= Natural History Museum, London; NML = National Museums Liverpool; NMW = Naturhistorisches Museum, Vienna; RBINS = Royal Belgian Institute of Natural Science, Brussels; SNM = Statens Naturhistoriske Museum, Copenhagen; UMMZ = University of Michigan Museum of Zoology, Ann Arbor Michigan
