Data from: Personality variation in a marine snail and heterogeneous selection in natural populations
Data files
Dec 19, 2025 version files 350.02 KB
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Emergence_behavior.csv
147.62 KB
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Encounter_History_Bailey.csv
21.85 KB
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Encounter_History_Cherry.csv
10.55 KB
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Encounter_History_Isthmus.csv
15.90 KB
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Encounter_History_White_s.csv
14.10 KB
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Exploration_behavior.csv
76.46 KB
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README.md
6.56 KB
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Recapture_Growth_Bailey.csv
10.68 KB
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Recapture_Growth_Cherry.csv
10.35 KB
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Recapture_Growth_Isthmus.csv
8.61 KB
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Recapture_Growth_White_s.csv
25.31 KB
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Tag_loss_estimation.csv
2.02 KB
Abstract
Personality variation is characterized by consistent differences in behavioral tendencies among individuals and is a common feature of animal populations. However, processes influencing the amount of personality variation are not well understood. In this study, we tested one hypothesized mechanism through which variation in personalities may be maintained: spatial variation in natural selection. Through laboratory behavioral assays, we demonstrated that two aspects of personality, exploration and boldness, are moderately repeatable for wavy turban snails, Megastrea undosa (mean repeatability values = 0.327 and 0.281, respectively). We also found that personality variation differed significantly among populations, with behavioral repeatability values differing by factors of up to 1.75X for the same personality trait in different populations. We next examined the fitness consequences of variation in personality traits by experimentally transporting assayed snails to natural populations in a mark-recapture study to examine the relationships between behavioral tendencies and growth and survival. We studied four populations: two locations that had an abundance of slow-moving predators (whelks, sea stars) and two locations where slow-moving predators were absent and the major predators were fast-moving species (lobsters). Selection on behavioral tendencies differed significantly with these differences in predator abundance and mode. In addition, traits and populations that experienced strong, stabilizing selection overall also had low repeatability of behavioral tendencies. Such patterns are consistent with theory and suggest that spatial variation in natural selection associated with variation in predator community and predation risk likely plays an important role in moderating the degree of variation in personality.
Dataset DOI: 10.5061/dryad.3ffbg79zk
Author contact: Darren.johnson@csulb.edu
Description of the data and file structure
These data come from a mark-recapture study of wavy turban snails in Southern California, USA. Field studies took place between June 2022 and March 2024. Snails were subject to repeated behavioral assays in the laboratory in order to measure repeatability of exploration and risk-taking behaviors. The same snails were tagged and released into the field to measure growth and survival over a ~6-month period.
In all of the data files, an entry of "NA" indicates that data were not available. In most cases, this was because a subset of measurements was not taken. For example, a few snails in the mark-recapture study had not been assayed for all behaviors.
Similarly, in the data files summarizing somatic growth, some snails are marked as "DEAD." Although these were infrequent occurrences, tagged shells were occasionally re-encountered in the field (and often occupied by hermit crabs). These data were not used to measure growth of snails, but they were still useful for measuring rate of tag overgrowth and so were retained in the dataset.
Files and variables
File: Tag_loss_estimation.csv
Description: Data used to estimate rates of tag loss at each of the four study locations. All snails began with two tags on opposite sides of the body. Comparing the proportion of snails being recaptured with a single tag at various times can be used to estimate the rate of tag loss.
Variables
- Location: Field location
- Date Group Released: Date of release (month/day/year)
- Interval: Days between initial release and recapture date
- Recovered.double: Number of recaptured snails that had two tags remaining
- Recovered.single: Number of recaptured snails that had only one tag remaining
File: Emergence_behavior.csv
Description: Summary of repeated behavioral assays within the laboratory. Our measure of risk-taking was the time it took the snail to emerge from a simulated threat.
Variables
- ID: Identifier number. Early in the study snails were given two tags with different numbers. Later on, we gave snails two tags with the identical number. In these cases only a single number is listed as the ID
- Emergence.time: Time in seconds until the snail emerged from an operculum-closed state
- Date: Date of assay (month/day/year)
- Pokes: Number of touches with a probe before the snail fully closed its operculum
- Temperature: Temperature of water in the arena during the behavioral trial. Recorded in Celsius
- Observer: Name of observer
- Trial.Number: Snails were subject to multiple assays.
- Diameter: Diameter of the bottom of the shell, in millimeters
- Site: Location of source population
File: Exploration_behavior.csv
Description: Summary of repeated behavioral assays within the laboratory. Exploration was measured as the total distance traveled in a 10-minute period
Variables
- ID: Identifier number. Early in the study snails were given two tags with different numbers. Later on, we gave snails two tags with the identical number. In these cases only a single number is listed as the ID
- Dist.moved: Total distance traveled in centimeters
- Water.Temp: Water temperature during the trial. Recorded in Celsius
- Trial.Number: Trial number
- Diameter: Diameter of the bottom of the shell, in millimeters
- Site: Location of source population
File: Encounter_History_Bailey.csv; File: Encounter_History_Cherry.csv;
File: Encounter_History_Isthmus.csv; File: Encounter_History_White_s.csv
Description: Encounter histories used in mark-recapture studies.
Variables
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ID: Tag number used to identify individual snails
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Diameter: Diameter of the bottom of the shell, in millimeters
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Mass: Mass of snail (including shell) in g
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Tag.Date: Date snail was tagged (month/day/year)
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Date.Released: Date of release into field population (month/day/year)
Next columns are Census data by date. For each census, snails were given a value of 0 if absent, 2 if present and alive with 2 tags remaining, and a value of 1 if present and alive with only 1 tag remaining
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Notes: Field notes identifying snails that were confirmed dead (e.g. empty shells), tag loss, etc.
File: Recapture_Growth_Bailey.csv; File: Recapture_Growth_Cherry.csv;
File: Recapture_Growth_Isthmus.csv; File: Recapture_Growth_White_s.csv
Description: Data files summarizing field measurements of size that were used to measure growth of snails.
We note that some snails were marked as DEAD. Tagged shells were occasionally re-encountered in the field (and often occupied by hermit crabs). These data were not used to measure growth of snails, but they were still useful for measuring rate of tag overgrowth and so were retained in the dataset.
Variables
- ID: Tag number used to identify individual snails
- Release.Date: Date of release and first set of size measurements (month/day/year)
- Recapture.Date: Date of release and second set of size measurements (month/day/year)
- Diam.Release: Diameter at time of release. Measured in mm.
- Mass.Release: Mass at time of release. Measured in g.
- Diam.Recapture: Diameter at time of recapture. Measured in mm.
- Mass.Recapture: Mass at time of recapture. Measured in g.
- Tag.1.State: Degree of overgrowth. 0 = tag completely clear; 1 = tag completely overgrown and no longer visible.
- Tag.2.State: Degree of overgrowth. 0 = tag completely clear; 1 = tag completely overgrown and no longer visible.
- Tag.Total: Average degree of overgrowth between tags 1 and 2
- Tag.Min: Minimum tag overgowth
- Interval: Number of days between release and recapture
- Avg.size: Mean diameter of snails between release and recapture
- Growth.per.day: Change in shell diameter (in millimeters / day)
- Initial.Release: Date when snail was first placed in the field. Some snails were recaptured two or more times. Each time, the snails were released back to their habitat. 'Release date' refers to most recent release.
- Tag.Age: Total number of days since the snail and its tag were initially released to the field population.
Code/software
Data are archived as csv files. No special software is needed to view them. Analytical procedures are described in the associated publication.
