Data from: Response of early life-stages of forest-forming seaweeds from warm-edge and central populations to marine heatwaves
Data files
Feb 10, 2026 version files 430.49 KB
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Acetone.csv
8.16 KB
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CN_results.csv
5.74 KB
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DMSO.csv
8.18 KB
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Measurements_juveniles1_analyses.csv
109.69 KB
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MHW_profiles.csv
6.04 KB
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Pigments.csv
3.75 KB
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README.md
157.76 KB
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Tanks_metadata.csv
3.51 KB
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Zygotes_counts.csv
77.01 KB
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Zygotes_length.csv
50.65 KB
Abstract
Marine heatwaves (MHWs) are among the most important threats to forest-forming seaweeds and the ecological functions and services they underpin. Responses of seaweeds to MHWs are likely to vary across life-stages, along their distribution, and among populations with differing genetic structure. The effects of MHWs on early life-stages and genetically distinct populations have rarely been tested experimentally. We used germlings and juveniles of the forest-forming fucoid Phyllospora comosa from four genetically distinct populations, two at the warm-edge (31°S) and two at the centre of its latitudinal distribution (34°S) in eastern Australia, to examine their responses (i.e., survival, growth, photosynthetic efficiency, condition) to MHWs. Two MHW scenarios were tested: strong (23-23.5°C) and extreme (26°C), which would occur ~100 days and ~50 days per year, respectively, by 2100 under the RCP4.5 scenario (SSP2-4.5). Survival under the extreme MHW was generally low for all populations and life-stages (< 20% for juveniles; 20-30% for germlings). The extreme MHW also negatively affected growth, photosynthesis, and condition (e.g., loss of structural integrity in juveniles) over time. In contrast, responses of germlings and juveniles to the strong MHW did not differ from the control for either population. However, germlings from the warm-edge population grew longer under the extreme and strong MHWs than those from the central population. Our results indicate only minor differences in responses to MHWs between genetically distinct populations of Phyllospora. While some Phyllospora individuals within each population appear able to resist strong MHWs, they are likely to be significantly affected by extreme MHWs that will be more common in the future. Given observed variation in responses among individuals within populations, finding, selecting, breeding, and introducing resistant individuals (i.e., survivors to the extreme MHW) may allow increasing the resilience of Phyllospora forests into the future.
Dataset DOI: 10.5061/dryad.7pvmcvf62
Description of the data and file structure
Datasets belong to mesocosm experiments exposing germlings and juveniles of *Phyllospora comosa *from four populations (two warm-edge and two central) to strong and extreme marine heatwaves (MHWs). All data were obtained during experiments conducted between 2022 AND 2023.
Summary of datasets
- Acetone.csv: Pigment concentration of Phyllospora juveniles after being exposed to MHW scenarios.
- DMSO.csv: Pigment concentration of Phyllospora juveniles after being exposed to MHW scenarios.
- CN_results.csv: Carbon and Nitrogen content from Phyllospora juveniles after being exposed to MHW scenarios. This data were extracted by Flinders analytical (see details in materials and methods).
Measurements_juveniles1_analyses.csv: Data on the condition of juveniles for all the duration of the MHW experiment.
- MHW_profiles: Data on daily temperatures from the different MHW treatments during germling and juvenile experiments.
- Pigments: Metadata on samples used for pigment extraction.
- Tanks_metadata: Data of tank and individuals location within the juvenile experiment.
- Zygotes_counts.csv: Number of germlings at different stages of the MHW experiment.
- Zygotes_length.csv: Length, area and shape of germlings at different stages of the MHW experiment.
Files and variables
File: Acetone.csv
Description: Pigment concentration of Phyllospora juveniles after being exposed to MHW scenarios. Concentrations were calculated from absorbances at different wavelengths from acetone extracts.
Variables
- Sample: Number of sample. A random number was given to process the samples from different MHW treatments and populations haphazardly. Samples corresponding to each number can be found in Pigments.csv
- 470.0nm: Absorbance at a wavelength of 470 nm
- 581.0nm: Absorbance at a wavelength of 581 nm
- 631.0nm: Absorbance at a wavelength of 631 nm
- 664.0nm: Absorbance at a wavelength of 664 nm
- 750.0nm: Absorbance at a wavelength of 750 nm
- Chla_acetone: Calculation of the content of chlorophyll-a based on absorbances (details in the main manuscript)
- Chlc_acetone: Calculation of the content of chlorophyll-c based on absorbances (details in the main manuscript)
- Fucoxanthin_acetone: Calculation of the content of fucoxanthins based on absorbances (details in the main manuscript)
File: DMSO.csv
Description: Pigment concentration of Phyllospora juveniles after being exposed to MHW scenarios. Concentrations were calculated from absorbances at different wavelengths from DMSO extracts.
Variables
- Sample: Number of sample. A random number was given to process the samples from different MHW treatments and populations haphazardly. Samples corresponding to each number can be found in Pigments.csv
- 480.0nm: Absorbance at a wavelength of 480 nm
- 582.0nm: Absorbance at a wavelength of 582 nm
- 631.0nm: Absorbance at a wavelength of 631 nm
- 665.0nm: Absorbance at a wavelength of 665 nm
- 750.0nm: Absorbance at a wavelength of 750 nm
- Chla_DMSO: Calculation of the content of chlorophyll-a based on absorbances (details in the main manuscript)
- Chlc_DMSO: Calculation of the content of chlorophyll-c based on absorbances (details in the main manuscript)
- Fucoxanthin_DMSO: Calculation of the content of fucoxanthin based on absorbances (details in the main manuscript)
File: CN_results.csv
Description: Carbon and Nitrogen content from Phyllospora juveniles after being exposed to MHW scenarios. These data were extracted by Flinders analytical (see details in materials and methods).
Variables
- Number: Number of sample. A random number was given to process the samples from different MHW treatments and populations haphazardly.
- Treatment: MHW treatment to which each sample corresponded (3 levels = MHW1 (strong), MHW2 (extreme), Ambient)
- Site: Origin population from each sample (4 levels = Cronulla, Palm Beach, Black Head, Bonny Hills).
- Code: Code of the sample in the experiment.
- Weight_mg: Weight of the sample before analysing carbon and nitrogen content (added by Flinders analytical).
- Method: Method utilised for extraction (added by Flinders analytical).
- Name: Number of the sample (added by Flinders analytical).
- Sample Code: Code of the sample in the experiment (added by Flinders analytical).
- N: Percentage of Nitrogen (added by Flinders analytical).
- C: Percentage of Carbon (added by Flinders analytical).
- CN_ratio: Carbon-nitrogen ratio (added by Flinders analytical).
File: Measurements_juveniles1_analyses.csv
Description: Data on the condition of juveniles for all the duration of the MHW experiment. Each row corresponds to the measurement of one juvenile on an specific day.
Variables
- Treatment: MHW treatment to which each sample corresponded (3 levels = MHW1 (strong), MHW2 (extreme), Ambient)
- Site: Origin population from each individual (4 levels = Cronulla, Palm Beach, Black Head, Bonny Hills).
- Distribution: Distribution across the range (2 levels = Warm edge and Central)
- Site_Code: Code associated to the origin population (4 levels = CR (Cronulla), PB (Palm Beach), BH (Black Head), PM (Bonny Hills)).
- Replicate : Number of replicate per MHW treatment and population combination
- Code: Code of the individual in the experiment.
- Date: Date of the measurement (dd/mm/yy).
- Year: Year of the measurment.
- Stage: Stage of the experiment.
- Day_equivalent: Day of the experiment
- Measurement: If this was the initial or final measurement (empty cells appear for measurements in between)
- Length_cm: Length (cm) of the juveniles. Empty cells corresponds to no measurement.
- Initial_thickness_mm: Initial thickness of the juvenile blades. Empty cells corresponds to no measurement.
- Condition: Description of the condition (e.g., G = good, Bad, Dying, Dead).
- Fv_Fm : Photosynthetic efficiency measured with Pulse Amplitude Modulation (PAM) on juvenile blades. Empty cells corresponds to no measurement.
- Melting: Melting score (0-4) corresponding to 0%, < 25%, 30-40%, 60-70%, and > 80 %. Empty cells corresponds to no measurement.
- Bleaching: Bleaching score (0-4) corresponding to 0%, < 25%, 30-40%, 60-70%, and > 80 %. Empty cells corresponds to no measurement.
- Fouling : Fouling score (0-4) corresponding to 0%, < 25%, 30-40%, 60-70%, and > 80 %. Empty cells corresponds to no measurement.
- Black : Necrosis core (0-4) corresponding to 0%, < 25%, 30-40%, 60-70%, and > 80 %. Empty cells corresponds to no measurement.
- Green: Green colouration core (0-4) corresponding to 0%, < 25%, 30-40%, 60-70%, and > 80 %. Empty cells corresponds to no measurement.
- StipeRoot : Presence/Absence (YES/NO) of dark/necrotic areas in the stipe (likely associated to stipe-root fungi). Empty cells corresponds to no measurement.
- Holdfast : Presence/Absence (YES/NO) of the holdfast. Empty cells corresponds to no measurement.
- N_blades : Number of blades in the juvenile. Empty cells corresponds to no measurement.
- Survival: Survival status of the juvenile (DEAD or Alive)
- Survival_code: Survival code of the juvenile (0 = DEAD or 1 = Alive)
File: MHW_profiles.csv
Description: Data on daily temperatures from the different MHW treatments during germling and juvenile experiments.
Variables
- Life_stage: Germling or Juvenile life-stage.
- Day: Day of the experiment (1-33).
- Treatment: MHW treatment to which each sample corresponded (3 levels = MHW1 (strong), MHW2 (extreme), Ambient).
- Temperature: Temperature (°C) on each specific day.
- Date: Date corresponding to each experiment day (dd/mm/yy).
File: Pigments.csv
Description: Metadata of samples (randomly numbered) used for pigment extraction.
Variables
- Sample: Number of sample. A random number was given to process the samples from different MHW treatments and populations haphazardly.
- Treatment: MHW treatment to which each sample corresponded (3 levels = MHW1 (strong), MHW2 (extreme), Ambient).
- Site_Code: Code associated to the origin population (4 levels = CR (Cronulla), PB (Palm Beach), BH (Black Head), PM (Bonny Hills)).
- Code: Code of the sample in the experiment.
- Weight: Weight (g) of each sample.
File: Tanks_metadata.csv
Description: Data of tank and individual container location within the juvenile experiment.
Variables
- Code : Code of the sample in the experiment.
- Tank_Code: Code of the water bath.
- Shelve : Shelve where the water bath was located.
- Rack : Rack where the water bath was located.
- Location: Unique location where the water bath was located.
File: Zygotes_length.csv
Description: Length, area and shape of germlings at different stages of the MHW experiment. Each row corresponds to the measurement of one germling.
Variables
- Treatment_Code: MWH treatment Code (matching tank codes).
- Treatment : MHW treatment to which each sample corresponded (3 levels = MHW1 (strong), MHW2 (extreme), Ambient).
- Tank: Tank (water bath) number within each MHW treatment
- Plate: Plate code (a or b) within each water bath.
- Number : Number of well where the germlings were observed
- Replicate: Number of replicate measurement
- Site: Origin population from each individual (2 levels = Palm_Beach, Black_Head).
- Date : Date in which the photos were taken (dd/mm/yy)
- Day : Day of the experiment
- Length: Length of the full germling (mm)
- Length_noriz: Length of the germling not considering the rhizoid (mm)
- Area: Area of the germling not considering the rhizoid (mm^2)
- Shape: Shape category one (Includes 4 = Elongated, rounded, bifurcated and divided)
- Shape2: Shape category two (Includes 3 = Elongated, rounded, divided (which also includes bifurcated and it is called branched in the main text))
- Status: Qualitative description (if they looked normal, too small (compared to others), or irregular (not growing normally))
File: Zygotes_counts.csv
Description: Number of germlings at different stages of the MHW experiment. Each row corresponds to one well.
Variables
- Treatment_Code: MHW treatment code equivalent to water bath coding.
- Treatment : MHW treatment to which each sample corresponded (3 levels = MHW1 (strong), MHW2 (extreme), Ambient).
- Tank: Wather bath number
- Plate: Plate code (a or b) within each water bath.
- Number : Number of well where the germlings were observed
- Site: Origin population from each individual (2 levels = Palm_Beach, Black_Head).
- Date : Date of the measurement (dd/mm/yy)
- Day: Day of the experiment
- Count_Alive: Number of germlings alive
- Count_Initial: Number of germlings at the beginning of the experiment.
Code/software
Sharing/Access information
- Code required for the data analyses and steps (also uploaded to Zenodo): https://camusrri.github.io/Code_JEcol_Musrrietal2025.html
- The previous code can be run in R studio, and should be reproducible while having all data.
Access information
Data was derived from the following sources:
- All data submitted here were obtained during experiments conducted between 2022 and 2023 as a part of this work.
