Harvest Recovery of a North Atlantic Intertidal Seaweed, Ascophyllum nodosum: Experimental Design Issues
Abstract
1. Introduction
2. Harvesting Methods and Regulations
“Historically then, from the first rake harvests through to mechanization, the management regime routinely allowed an intense harvest of Ascophyllum on many shores in southwest Nova Scotia which took years to recover. The evidence strongly indicates that this took place at bay-wide scales, suggesting that an undesirable level of habitat loss had occurred at a landscape scale”(see Appendix A for details).
3. Assessing Recovery of Rockweed After Harvesting
Recommended Protocols
- Quantify biomass and height as the dependent variables for documenting recovery.
- Biomass sampling should be carried out when fronds are at the same reproductive state in each year of the study.
- Unharvested rockweed beds often have a skewed or bimodal distribution of size classes, with a small proportion of very large fronds that cast shade on subcanopy and basal shoots [40,41]. Because most biomass is present in the tallest fronds, data on how size class distributions are affected by harvesting are useful (as in [36,40,41]).
- Height should be measured for the tallest fronds per quadrat as an index of canopy height. If only the average height per quadrat is reported, the height of the canopy may be underestimated due to the skewed or bimodal size distributions cited above.
- Choose study sites where rockweed biomass and height are representative of commercially targeted areas, such as sheltered coves and bays or moderately exposed areas where rockweed is a minimum of ~1 m tall.
- Ideally, these should be sites that were not harvested previously or within the past decade. If the sites have been harvested recently or if their harvest history is unknown, this caveat should be explained in the paper’s abstract and conclusions.
- Site locations with GPS coordinates should be published to allow follow-up studies.
- To test for recovery of biomass and height from a single harvest event, compare harvested sites or plots with unharvested sites or plots.
- As noted above, an unharvested control treatment is essential because biomass and height can vary among years [36], confounding the effects of harvesting on recovery rates over time.
- For both treatments (control vs. harvested), obtain data on biomass and height immediately before the time of harvesting as well as immediately after harvesting, followed by repeated sampling in the same month over several years. This is often referred to as a BACI design, for Before-After and Control-Impact, where “impact” refers to experimental harvesting [30].
- Report how much biomass was removed from the site or experimental plot at the time of harvesting and explain the harvesting method at each site (e.g., hand-cut, rake-cut, or type of mechanical vessel).
- Use replicated treatments that take existing variability into account, ideally by performing power tests [39,42,43].
- The experimental design should allow inferential statistics and avoid pseudo-replication [44].
- For each experimental treatment (control vs. harvested), replication should be sufficient to ensure that biologically important differences between treatments (should they occur) are statistically significant.
- Use permanently marked plots, transects, and quadrats for documenting year to year changes at the same location.
- Inability to re-sample the same exact location adds to variability in the data, as occurred in [30].
- For long-term studies, include a treatment with repeated harvest events, such as every two or three years.
4. Review of Key Papers
4.1. Choice of Studies
4.2. Experiments with Hand-Cutting
4.2.1. Keser et al. (1981)—“Regrowth of Ascophyllum nodosum and Fucus vesiculosus Under Various Harvesting Regimes in Maine, USA” [24]
4.2.2. Fegley (2001)—“Ecological Implications of Rockweed, Ascophyllum nodosum (L.) Le Jolis, Harvesting” [36]
4.2.3. Gendron et al. (2018)—“Managing Disturbance: The Response of a Dominant Intertidal Seaweed Ascophyllum nodosum (L.) Le Jolis to Different Frequencies and Intensities of Harvesting” [45]
4.3. Experiments with Commercial Cutting
4.3.1. Ang et al. (1993)—“Changes in the Population Structure of Ascophyllum nodosum (L.) Le Jolis Due to Mechanical Harvesting” [41]
4.3.2. Lazo and Chapman (1996)—“Effects of Harvesting on Ascophyllum nodosum (L.) Le Jol. (Fucales, Phaeophyta): A Demographic Approach” [39]
4.3.3. Ugarte et al. (2006)—“Changes in the Brown Seaweed Ascophyllum nodosum (L.) Le Jol. Plant Morphology and Biomass Produced by Cutter Rake Harvests in Southern New Brunswick, Canada” [40]
4.3.4. Johnston et al. (2023)—“Bed-Scale Impact and Recovery of a Commercially Important Intertidal Seaweed” [30]
4.4. Comparative Studies
4.4.1. Lauzon-Guay et al. (2021)—“Biomass and Height of Ascophyllum nodosum After Two Decades of Continuous Commercial Harvesting in Eastern Canada” [35]
4.4.2. Lauzon-Guay et al. (2023)—“Morphology of Ascophyllum nodosum in Relation to Commercial Harvesting in New Brunswick, Canada” [46]
5. Discussion and Conclusions
Author Contributions
Funding
Acknowledgments
Conflicts of Interest
Appendix A
- Goat Island and Vicinity—“...recently harvested and there was no weed left.”
- Thornes Cove—“The beds at this cove and nearby were completely depleted.”
- Bear Island—“Examining several beds in the Deep Brook area we found them all harvested with the exception of a few small patches. Very little biomass is left behind, perhaps less than 2%”.
- Pinkney’s Point—“At present it would be very difficult to harvest any Asco in an economical manner.”
- Inner Spectacle Island—“...has been really overharvested.”
- Murder Island—“...has been severely harvested...”
- East side of Goose Bay—“...very heavily harvested...”
- Tusket River, western shore—“The whole area has been heavily harvested during the past several years...”
- The Tittle—“Most of the usual places were so harvested that the weed was too short to bother with.”
- Rocko Point and Abram’s River—“There is little of value to count as available weed at this point.”
- Etoile Island—“The island has been heavily harvested...”
- Pubnico Harbour western shore—“Very little Asco available.”
- Goodwins Island, Solomons Island, Egg Island, Vigneau Island—“The harvest has been heavy and complete...”
- Port Latour—“...heavily harvested...”
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| REQUIREMENTS | USA | CANADA | ||
|---|---|---|---|---|
| Maine 1 | Cobscook Bay Mgmt Area, ME | New Brunswick | Nova Scotia | |
| Minimum Cutting Height | 41.0 cm | 41.0 cm | 12.7 cm | 12.7 cm |
| Assigned Harvesting Sectors | No | Yes | Yes 2 | Yes 2 |
| Assigned Sector Biomass Reported Pre-Harvest | Not Applicable | Yes | Yes | Yes |
| Max Annual Exploitation Rate/Sector | No limit | 17% | 17% | 20–25% |
| Prohibited Cutting Methods | None | None | Mechanical Vessel | Mechanical Vessel 3 |
| Max Holdfast Removal Allowed per Sector | 0% 4 | 0% 4 | 10% | 15% |
| Landowner Permission Required | Yes | Yes | No | No |
| Areas Permanently Closed to Cutting | Yes 5 | Yes 6 | Yes 7 | No |
| Study | Harvest Method | Reported Biomass Recovery | Reported Height Recovery | Number of Control Replicates | Number of Harvested Replicates | Total Number of Sites | Number of Harvest Events | Years Allowed for Recovery | Harvest History of Study Area |
|---|---|---|---|---|---|---|---|---|---|
| (1) Hand Cut Expmt | |||||||||
| Keser et al., 1981 [24] | hand cut: 0 vs. 15 vs. 25 cm | yes | no | 0 | not clear | 8 | 1 to 3 | 1 to 3 | unknown |
| * Fegley 2001 [36] | hand cut: 18 vs. 36 cm | yes | yes, by size class | 12 plots | 12 plots | 4 | 1 | 2 | unknown |
| Gendron et al., 2018 [45] | hand cut: 15 vs. 30 cm | yes | no | 0 | 0 | 1 | 6 to 18 | 1 to 5 | unharvested |
| (2) Commercial Cut Expmt | |||||||||
| Ang et al., 1993 [41] | mechanical vessel | no | no | 2 transects | 4 transects | 1 | 1 | 0 | unharvested |
| Lazo & Chapman 1996 [39] | mechanical vessel | no | no | 3 plots | 3 plots | 1 | 1 | 2 | cut ~2 yrs ago |
| * Ugarte et al., 2006 [40] | rake | yes | yes | 2 plots | 3 plots | 1 | 1 | 2 | closed area |
| * Johnston et al., 2023 [30] | rake or mechanical vessel | yes | yes | 19 sites | 19 sites | 38 (in 4 regions) | 1 | 1 | unknown |
| (3) Comparative Study | |||||||||
| Lauzon-Guay et al., 2021 [35] | rake | NA | NA | 0 | many sectors | 4 regions | NA | NA | repeatedly |
| Lauzon-Guay et al., 2023 [46] | rake | NA | NA | 3 sites | 3 sites | 6 | NA | NA | closed vs. repeatedly |
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Snow, A.A.; Porter, D.; Garbary, D.J.; Vandermeulen, H. Harvest Recovery of a North Atlantic Intertidal Seaweed, Ascophyllum nodosum: Experimental Design Issues. J. Mar. Sci. Eng. 2025, 13, 2207. https://doi.org/10.3390/jmse13112207
Snow AA, Porter D, Garbary DJ, Vandermeulen H. Harvest Recovery of a North Atlantic Intertidal Seaweed, Ascophyllum nodosum: Experimental Design Issues. Journal of Marine Science and Engineering. 2025; 13(11):2207. https://doi.org/10.3390/jmse13112207
Chicago/Turabian StyleSnow, Allison A., David Porter, David J. Garbary, and Herb Vandermeulen. 2025. "Harvest Recovery of a North Atlantic Intertidal Seaweed, Ascophyllum nodosum: Experimental Design Issues" Journal of Marine Science and Engineering 13, no. 11: 2207. https://doi.org/10.3390/jmse13112207
APA StyleSnow, A. A., Porter, D., Garbary, D. J., & Vandermeulen, H. (2025). Harvest Recovery of a North Atlantic Intertidal Seaweed, Ascophyllum nodosum: Experimental Design Issues. Journal of Marine Science and Engineering, 13(11), 2207. https://doi.org/10.3390/jmse13112207

