Data from: Chasing windows of opportunity for habitat formation: spatial and temporal determinants of oyster settlement rates
Data files
Oct 14, 2025 version files 220.70 KB
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bar_island_daily_2022-2024.csv
46.55 KB
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bar_island_monthly_2010_2024.csv
4.24 KB
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courangra_point_daily_2022-2024.csv
44.26 KB
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courangra_point_monthly_2010_2024.csv
4.09 KB
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gunyah_monthly_2010_2024.csv
4.26 KB
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gunyah_point_daily_2022-2024.csv
46.21 KB
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oyster_settlement_data_2022_2024.csv
66.50 KB
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README.md
4.58 KB
Abstract
The establishment and recovery of biogenic habitats in marine and terrestrial environments often rely on the co-occurrence of periods of suitable environmental conditions and propagule availability (e.g., seeds, larvae). However, despite the importance of these ‘windows of opportunity’ for species colonization, the temporal and spatial variability of these periods across environmental gradients remains poorly understood. Eastern Australian estuaries transit between periods of floods and droughts, which strongly affect their salinity regimes. Here, we investigate how variations in salinity and temperature influence the frequency and duration of windows of opportunity for settlement and survival of reef-building oyster Saccostrea glomerata across an estuarine salinity gradient in eastern Australia. Oyster settlement probabilities were calculated using empirical data from a 2-year settlement study performed at 3 estuarine sites along a salinity gradient. Time series of salinity and temperature from 2010 to 2024 were analysed for windows of opportunity for oyster settlement, defined as periods in which the probability of oyster settlement was equal to or higher than 0.25. Oyster habitat cover was measured at seven intertidal sites along the estuarine salinity to assess how differential settlement patterns and ‘windows of opportunity’ shape oyster habitat formation. We found that in eastern Australia, the windows of opportunity for oyster settlement occur during the warmer months and are more frequent and of longer duration at downstream (seaward) portions of estuaries, where salinity is higher due to greater oceanic influence. We also found that, although oysters can settle and survive at upstream locations, oyster habitat cover decreases from downstream to upstream locations along the estuarine salinity gradient, reflecting fewer and shorter windows of opportunity for settlement. Temporal fluctuations in salinity and temperature are critical in determining when and where oyster settlement will occur within estuarine salinity gradients. Consequently, to maximise the chances of ecological restoration success, oyster reef restoration projects should focus on not only prioritizing areas for restoration that have a higher likelihood of species establishment, but also timing restoration activities to occur during periods of suitable environmental conditions.
Dataset DOI: 10.5061/dryad.vmcvdnd51
Description of the data and file structure
This repository contains the data from the article:
Esquivel-Muelbert & Bishop (2025). Chasing windows of opportunity for habitat formation: spatial and temporal determinants of oyster settlement rates
Data description:
We investigate how variations in salinity and temperature influence the occurrence of windows of opportunity for settlement and survival of reef-building oyster Saccostrea glomerata across an estuarine salinity gradient in eastern Australia. Oyster settlement probabilities were calculated using empirical data from a 2-year settlement study performed at 3 estuarine sites along a salinity gradient. Time series of salinity and temperature from 2010 to 2024 were analysed for windows of opportunity for oyster settlement, defined as periods in which the probability of oyster settlement was equal to or higher than 25%. Oyster habitat cover was measured at seven intertidal sites along the estuarine salinity to assess how differential settlement patterns and ‘windows of opportunity’ shape oyster habitat formation.
Files and variables
File: oyster_settlement_data_2022_2024.csv
Description: Oyster settlement data
Variables
- year: One of two 12-month periods between March 2022 and March 2024 (2022-2023 or 2023-2024)
- deployment_date: Date on which settlement plates were deployed
- collection_date: Date on which settlement plates were collected
- site: Site name (Porto Bay, Bar Island, or Spencer)
- plateid: Unique identifier for each settlement plate (months after experiment start_site name_replicate)
- oyster_count: Number of oysters per 10x10 cm settlement plate
File: bar_island_daily_2022-2024.csv
Description: Daily temperature and salinity variables at the Bar Island autonomous water quality station
Variables
- year: Year between 2022 and 2024
- month: Month between 2022 and 2024
- date: Date between 2022 and 2024
- temp: Average daily temperature (Celsius)
- temp_min: Minimum daily temperature (Celsius)
- temp_max: Maximum daily temperature (Celsius)
- sal: Average daily salinity (ppt)
- sal_min: Minimum daily salinity (ppt)
- sal_max: Maximum daily salinity (ppt)
File: courangra_point_daily_2022-2024.csv
Description: Daily temperature and salinity variables at the Courangra Point (near the Spencer site) autonomous water quality station
Variables
- year: Year between 2022 and 2024
- month: Month between 2022 and 2024
- date: Date between 2022 and 2024
- temp: Average daily temperature (Celsius)
- temp_min: Minimum daily temperature (Celsius)
- temp_max: Maximum daily temperature (Celsius)
- sal: Average daily salinity (ppt)
- sal_min: Minimum daily salinity (ppt)
- sal_max: Maximum daily salinity (ppt)
File: gunyah_point_daily_2022-2024.csv
Description: Daily temperature and salinity variables at the Gunyah Point (near the Porto Bay site) autonomous water quality station
Variables
- year: Year between 2022 and 2024
- month: Month between 2022 and 2024
- date: Date between 2022 and 2024
- temp: Average daily temperature (Celsius)
- temp_min: Minimum daily temperature (Celsius)
- temp_max: Maximum daily temperature (Celsius)
- sal: Average daily salinity (ppt)
- sal_min: Minimum daily salinity (ppt)
- sal_max: Maximum daily salinity (ppt)
File: courangra_point_monthly_2010_2024.csv
Description: Monthly temperature and salinity variables at the Courangra Point (near the Spencer site) autonomous water quality station
Variables
- year: Year between 2010 and 2024
- month: Month between 2010 and 2024
- sal_min: Minimum monthly salinity (ppt)
- temp: Average temperature (Celsius)
File: bar_island_monthly_2010_2024.csv
Description: Monthly temperature and salinity variables at the Bar Island autonomous water quality station
Variables
- year: Year between 2010 and 2024
- month: Month between 2010 and 2024
- sal_min: Minimum monthly salinity (ppt)
- temp: Average temperature (Celsius)
File: gunyah_monthly_2010_2024.csv
Description: Monthly temperature and salinity variables at the Gunyah Point (near the Porto Bay site) autonomous water quality station
Variables
- year: Year between 2010 and 2024
- month: Month between 2010 and 2024
- sal_min: Minimum monthly salinity (ppt)
- temp: Average temperature (Celsius)
