Assessing and modeling the dynamics and persistence of mussels in rocky-shore microhabitats

In intertidal rocky shores, sessile organisms are subject to local variations due to a complex interplay of physical and biological drivers. Here, we examined the patterns and the dynamics of the distribution of a key benthic ecosystem-engineer species, the mussel Mytilus galloprovincialis. We chara...

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Published inMarine environmental research Vol. 210; p. 107321
Main Authors Barbosa, Romina Vanessa, Bacher, Cédric, Jean, Fred, Jaud, Marion, Ammann, Jérôme, Thomas, Yoann
Format Journal Article
LanguageEnglish
Published England Elsevier Ltd 01.09.2025
Elsevier science
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Online AccessGet full text
ISSN0141-1136
1879-0291
1879-0291
DOI10.1016/j.marenvres.2025.107321

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Abstract In intertidal rocky shores, sessile organisms are subject to local variations due to a complex interplay of physical and biological drivers. Here, we examined the patterns and the dynamics of the distribution of a key benthic ecosystem-engineer species, the mussel Mytilus galloprovincialis. We characterized areas of loss, gain, and persistence of mussel space occupancy using drone images with a resolution of 1 cm across two rocky shores spanning 3121 m2 and 3499 m2. Then, we assessed the effect of microhabitat slope, microhabitat orientation, and intertidal height on the characteristics of mussel distribution for the two rocky shores. Notably, substantial losses ranged from 56 % to 80 % depending on the rocky shore. The hierarchical impact of habitat topographic features on mussel occupancy diminishes in the order of rocky shore, intertidal height, and microhabitat features. To unravel the dynamics further, we calculated persistence, resilience, and the time to recover from disturbance using a Markov Chain model. Persistence time decreased at the extremes of the rocky shore —both its top and bottom edges. Contrary to expectations, mussels at these extremities exhibit higher resilience, preventing their disappearance despite significant losses. Our results provide insights into the structural dynamics and emphasize the need to consider long-term responses to environmental changes. This study underscores the potential of integrating models with drone technology for monitoring intertidal populations, offering a powerful tool to comprehend and anticipate the enduring impacts of environmental shifts on spatial distribution. •Changes of mussel covered area were evaluated from drone images in two rocky shores.•More than 50 % mussel area were lost between June 2019 and June 2020.•Mussel distribution dynamics varied between rocky shores and along the intertidal height.•Markov chain model showed higher resilience at upper and bottom intertidal edges.•Combining model and drone allows assessing long-term dynamics of intertidal species.
AbstractList In intertidal rocky shores, sessile organisms are subject to local variations due to a complex interplay of physical and biological drivers. Here, we examined the patterns and the dynamics of the distribution of a key benthic ecosystem-engineer species, the mussel Mytilus galloprovincialis. We characterized areas of loss, gain, and persistence of mussel space occupancy using drone images with a resolution of 1 cm across two rocky shores spanning 3121 m2 and 3499 m2. Then, we assessed the effect of microhabitat slope, microhabitat orientation, and intertidal height on the characteristics of mussel distribution for the two rocky shores. Notably, substantial losses ranged from 56 % to 80 % depending on the rocky shore. The hierarchical impact of habitat topographic features on mussel occupancy diminishes in the order of rocky shore, intertidal height, and microhabitat features. To unravel the dynamics further, we calculated persistence, resilience, and the time to recover from disturbance using a Markov Chain model. Persistence time decreased at the extremes of the rocky shore —both its top and bottom edges. Contrary to expectations, mussels at these extremities exhibit higher resilience, preventing their disappearance despite significant losses. Our results provide insights into the structural dynamics and emphasize the need to consider long-term responses to environmental changes. This study underscores the potential of integrating models with drone technology for monitoring intertidal populations, offering a powerful tool to comprehend and anticipate the enduring impacts of environmental shifts on spatial distribution. •Changes of mussel covered area were evaluated from drone images in two rocky shores.•More than 50 % mussel area were lost between June 2019 and June 2020.•Mussel distribution dynamics varied between rocky shores and along the intertidal height.•Markov chain model showed higher resilience at upper and bottom intertidal edges.•Combining model and drone allows assessing long-term dynamics of intertidal species.
In intertidal rocky shores, sessile organisms are subject to local variations due to a complex interplay of physical and biological drivers. Here, we examined the patterns and the dynamics of the distribution of a key benthic ecosystem-engineer species, the mussel Mytilus galloprovincialis. We characterized areas of loss, gain, and persistence of mussel space occupancy using drone images with a resolution of 1 cm across two rocky shores spanning 3121 m and 3499 m . Then, we assessed the effect of microhabitat slope, microhabitat orientation, and intertidal height on the characteristics of mussel distribution for the two rocky shores. Notably, substantial losses ranged from 56 % to 80 % depending on the rocky shore. The hierarchical impact of habitat topographic features on mussel occupancy diminishes in the order of rocky shore, intertidal height, and microhabitat features. To unravel the dynamics further, we calculated persistence, resilience, and the time to recover from disturbance using a Markov Chain model. Persistence time decreased at the extremes of the rocky shore -both its top and bottom edges. Contrary to expectations, mussels at these extremities exhibit higher resilience, preventing their disappearance despite significant losses. Our results provide insights into the structural dynamics and emphasize the need to consider long-term responses to environmental changes. This study underscores the potential of integrating models with drone technology for monitoring intertidal populations, offering a powerful tool to comprehend and anticipate the enduring impacts of environmental shifts on spatial distribution.
In intertidal rocky shores, sessile organisms are subject to local variations due to a complex interplay of physical and biological drivers. Here, we examined the patterns and the dynamics of the distribution of a key benthic ecosystem-engineer species, the mussel Mytilus galloprovincialis. We characterized areas of loss, gain, and persistence of mussel space occupancy using drone images with a resolution of 1 cm across two rocky shores spanning 3121 m2 and 3499 m2. Then, we assessed the effect of microhabitat slope, microhabitat orientation, and intertidal height on the characteristics of mussel distribution for the two rocky shores. Notably, substantial losses ranged from 56 % to 80 % depending on the rocky shore. The hierarchical impact of habitat topographic features on mussel occupancy diminishes in the order of rocky shore, intertidal height, and microhabitat features. To unravel the dynamics further, we calculated persistence, resilience, and the time to recover from disturbance using a Markov Chain model. Persistence time decreased at the extremes of the rocky shore -both its top and bottom edges. Contrary to expectations, mussels at these extremities exhibit higher resilience, preventing their disappearance despite significant losses. Our results provide insights into the structural dynamics and emphasize the need to consider long-term responses to environmental changes. This study underscores the potential of integrating models with drone technology for monitoring intertidal populations, offering a powerful tool to comprehend and anticipate the enduring impacts of environmental shifts on spatial distribution.In intertidal rocky shores, sessile organisms are subject to local variations due to a complex interplay of physical and biological drivers. Here, we examined the patterns and the dynamics of the distribution of a key benthic ecosystem-engineer species, the mussel Mytilus galloprovincialis. We characterized areas of loss, gain, and persistence of mussel space occupancy using drone images with a resolution of 1 cm across two rocky shores spanning 3121 m2 and 3499 m2. Then, we assessed the effect of microhabitat slope, microhabitat orientation, and intertidal height on the characteristics of mussel distribution for the two rocky shores. Notably, substantial losses ranged from 56 % to 80 % depending on the rocky shore. The hierarchical impact of habitat topographic features on mussel occupancy diminishes in the order of rocky shore, intertidal height, and microhabitat features. To unravel the dynamics further, we calculated persistence, resilience, and the time to recover from disturbance using a Markov Chain model. Persistence time decreased at the extremes of the rocky shore -both its top and bottom edges. Contrary to expectations, mussels at these extremities exhibit higher resilience, preventing their disappearance despite significant losses. Our results provide insights into the structural dynamics and emphasize the need to consider long-term responses to environmental changes. This study underscores the potential of integrating models with drone technology for monitoring intertidal populations, offering a powerful tool to comprehend and anticipate the enduring impacts of environmental shifts on spatial distribution.
ArticleNumber 107321
Author Barbosa, Romina Vanessa
Ammann, Jérôme
Jean, Fred
Jaud, Marion
Bacher, Cédric
Thomas, Yoann
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Keywords Intertidal height
Disturbance
Markov chain model
Habitat mapping
Species distribution
Remote sensing
Photogrammetry
Resilience
Language English
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Snippet In intertidal rocky shores, sessile organisms are subject to local variations due to a complex interplay of physical and biological drivers. Here, we examined...
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SubjectTerms Animals
Disturbance
Ecosystem
Environmental Monitoring
Habitat mapping
Intertidal height
Life Sciences
Markov chain model
Mytilus - physiology
Photogrammetry
Population Dynamics
Remote sensing
Resilience
Species distribution
Title Assessing and modeling the dynamics and persistence of mussels in rocky-shore microhabitats
URI https://dx.doi.org/10.1016/j.marenvres.2025.107321
https://www.ncbi.nlm.nih.gov/pubmed/40602212
https://www.proquest.com/docview/3226712652
https://hal.univ-brest.fr/hal-05168067
Volume 210
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