Data from: Changing flight and flocking dynamics of homing pigeons (Columba livia d.) over heterogeneous landscapes
Data files
Nov 06, 2025 version files 35.51 MB
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Pigeon.Flights.Habitat.csv
35.51 MB
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README.md
3.79 KB
Abstract
Despite the prevalence of study into avian flight behaviour and biomechanics, there has been little research into how birds adapt their flight patterns in response to changes in topography and ground cover. Notably, there remains a gap in our understanding of how terrain cover impacts the energetic cost of flight. We examined several parameters describing the flight and flock behaviours in three cluster flocks of the Homing pigeon (Columba livia d.), including flap frequency as a proxy for energy expenditure. Each flock was flown repeatedly over a heterogeneous landscape of open, wooded, and urban habitats between Slough and Virginia Water, U.K.. Our data demonstrates that the birds adopted significantly slower flight and less dense flocking behaviour when traversing over woodland, whilst flying significantly faster with a lower flap frequency over urban areas. Additionally, the significant trends we observed were associated with temporal interaction effects describing a dissipation of the effects by approximately the tenth flight. We suspect this is demonstrative of the birds becoming increasingly familiar with the short length of their flights, enabling the adoption of lower-efficiency flight patterns. The data we recorded is invaluable for the wider field of flight behaviour study, comprising high-resolution and comprehensive profiles of a large number of birds flying in cluster flocks of different sizes, over multiple flights in a well-mapped area that is representative of much of the United Kingdom's landscape.
Dataset DOI: 10.5061/dryad.4tmpg4fp6
Description of the data and file structure
This data was collected in order to investigate how a number of key flight and flock behavioural parameters changed during repeated flights of three flocks of homing pigeons (L, N, and R) over three categories of ground cover (Open, Wooded, and Urban). Collected using 5Hz GPS biologgers (for time and spatial columns) and 100Hz accelerometers (data used to calculate flap frequency, raw data incompatible with others).
The values in this file represent the mean values of every parameter per 0.2 seconds, which was necessary during the data amalgamation process to match the timestamps of the GPS data. Full raw GPS and accelerometer datasets can be provided on request.
Files and variables
Pigeon.Flights.Habitat.csv
Description:
Full dataset utilised in the statistical analysis of the associated research project. The data is provided in its state before autocorrelation treatment, aggregation to one value per second, and the removal of any NA data.
Variables:
- : Index column
- Bird: Unique individual bird ID number.
- Time: UTC time codes. Note: Up to five identical values per bird, due to GPS loggers recording 5 values per second but not including 0.2 second iterations to timestamps. Refer to 'Counter' column.
- Date: Date of flight.
- Leadership: Directional correlation delay in seconds, a measure of individual birds' position in its flock leadership hierarchy. High values represent a leader individual, and low values a non-leader/follower. See paper for details.
- mass: Bird body mass (to nearest 10g).
- Loft: ID of bird's loft/flock. Loft L comprise 6 birds, Loft N 12 birds, and loft R 8 birds.
- Longitude: GPS longitude, CRS EPSG:4326 - WGS 84
- Latitude: GPS latitude, CRS EPSG:4326 - WGS 84
- Layer: Ground cover category, data taken from DEFRA Phase 4 Living England Habitat Map. See paper for details.
- ff: (Flap frequency). Mean number of wingbeats conducted per second, calculated using accelerometer z-axis oscillations. See paper for details.
- q1: Flap frequency upper quartile.
- q3: Flap frequency lower quartile.
- Groupsize: Number of birds flying cohesively as a flock following the flight's start. See paper for details.
- Absolute: (Absolute flock spread). Cumulative distance in metres between frontmost and backmost individuals and between leftmost and rightmost. See paper for details.
- Distcent: (Distance to centroid). Individual bird's distance in metres to the calculated flock centroid. See paper for details.
- Flightspeed: Estimated individual flight speed in metres per second.
- Counter: Integer value counting up the time passed within individual flights. '1' represents the start of an individual bird's flight. This was used as the primary temporal column, due to the issues with the 'Time' column.
- Iteration: Integer value counting up the number of flights conducted by each flock, based on the 'Date' column. '1' represents the first flight conducted by a flock/loft.
- Frontback: Individual's distance in metres to the flock centroid parallel to the direction of travel. Positive values indicate distance ahead of centroid, and negative distance behind. See paper for details.
- Leftright: Individual's distance in metres to the flock centroid perpendicular to the direction of travel. Positive values indicate distance left of centroid, and negative distance to the right. See paper for details.
- Position: Binary value denoting whether a bird was in front of or behind the centroid, based on the 'Frontback' column. See paper for details.
