Coarse-scale online data reveals habitat similarities but weak cross-taxa congruence between insectivorous bats and birds in the eastern U.S.
Data files
Jul 08, 2025 version files 29.36 KB
-
DrakeE2024_BatFunctionalDiversity.csv
805 B
-
DrakeE2024_BirdFunctionalDiversity.csv
8.36 KB
-
DrakeE2024_GridCellData.csv
16.71 KB
-
README.md
3.49 KB
Abstract
Prudent use of cross-taxa congruence can aid biodiversity conservation by quantitatively evaluating possible indicator taxa. However, highly variable results among spatial extents and study regions present challenges to its practical application. We aim to evaluate insectivorous birds as possible surrogate taxa for bats. Bats are cryptic, understudied, and imperiled animals that may greatly benefit from conservation actions targeted at more easily observable surrogate taxa, should strong congruence exist. We used six years of data from eBird and the North American Bat Monitoring Program (NABat) to explore cross-taxa congruence and broad-scale habitat associations between insectivorous birds and bats in eastern North America. We used spatial linear models to evaluate cross-taxa congruence and community responses to coarse-scale habitat features. Our results indicated weak positive congruence for the species richness of bats and birds. We revealed similarly strong community responses to forest structure. Birds were more responsive to the distribution of forested habitats in the landscape and forest type. Additional principal component analysis revealed a high overlap between cavity-nesting birds and snag-roosting bats. Our results discourage the general use of birds as surrogates for bats in eastern and northern temperate forests. Our eclectically sourced dataset yielded habitat associations that align well with known trends in bat and bird biodiversity, which suggests the potential utility of mass-aggregated online resources for answering broad-scale ecological questions.
https://doi.org/10.5061/dryad.zcrjdfnn6
This dataset pertains to the habitat associations and cross-taxa congruence of insectivorous bats and birds in the eastern United States. There are three .csv files in this dataset:
- The full dataset analyzed via linear models: DrakeE2024_GridCellData.csv
- Data used to calculate bat functional diversity metrics: DrakeE2024_BatFunctionalDiversity.csv
- Data used to calculate bird functional diversity metrics: DrakeE2024_BirdFunctionalDiversity.csv
Description of the data and file structure
These files were uploaded into the R Studio program for analysis.
Column headings are explained as follows:
- The full dataset analyzed via linear models
- GRTS_ID: an identifying number referring to the NABat grid cell number associated with this data
- Year: the year of the bat/bird surveys
- BirdRichness: number of bird species recorded
- BatRichness: the number of bat species recorded
- PctDecid: the percentage of deciduous forest cover
- Sum_AGC: the sum of above-ground forest carbon
- Sum_USC: the sum of understory forest carbon
- Latitude: the latitude of the midpoint of the NABat grid cell
- Forest_TE: the total forest edge in the grid cell (measured in kilometers)
- Forest_CLUMPY: forest clumpiness (as measured using FRAGSTATS)
- BirdAbund: total number of individual birds recorded
- BatAct: total number of bat sound files recorded
- BirdMin: a rate describing how many birds were observed per minute
- BatMin: a rate describing how many bats were recorded per minute
- BirdFunctionEven: the functional evenness of the bird community
- BirdFunctionRich: the functional richness of the bird community
- BatFunctionEven: the functional evenness of the bat community
- BatFunctionRich: the functional richness of the bat community
- Data used to calculate bat functional diversity metrics
- Species: the species described (four-letter abbreviations used for scientific names)
- EchoFreq.KHz: the characteristic echolocation frequency of the bats (in kilohertz)
- AerialHawk: a logical statement describing whether or not the bat species forages by aerial hawking (1) or gleaning (0)
- Roost: the roosting guild that the bat species belongs to
- ForearmLength.mm: the length of the forearm of the bat (in millimeters)
- Mass.g: the mass of the bat (in grams)
- Winter: the winter habits of the bat
- SummerRange: what part of the study area is occupied by that species during the summer
- WingLoading: wing loading of the bat species
- Data used to calculate bird functional diversity metrics
- Species: the species described
- Period: whether the bird is diurnal or nocturnal
- ForageMethod: the typical foraging method of the bird
- Roost: the nesting location of the bird
- Migrant: a logical statement describing whether the bird migrates during the winter (1) or stays (0)
- SummerRange: what part of the study area is occupied by that species during the summer
- WingLength: the wingspan of the bird
- Mass.g: the mass of the bird (in grams)
- KippsD: Kipp's distance
- HW.Index: Hand-wing index
Sharing/Access information
Data was derived from the following sources:
- eBird
- NABat
- US Forest Service