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Fukunaga A, Kosaki RK. Use of multivariate control charts to assess the status of reef fish assemblages in the Northwestern Hawaiian Islands. PeerJ 2017; 5:e3651. [PMID: 28785525 PMCID: PMC5541928 DOI: 10.7717/peerj.3651] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2017] [Accepted: 07/14/2017] [Indexed: 11/20/2022] Open
Abstract
A distance-based multivariate control chart is a useful tool for ecological monitoring to detect changes in biological community resulting from natural or anthropogenic disturbances at permanent monitoring sites. It is based on a matrix of any distances or dissimilarities among observations obtained from species composition and abundance data, and bootstrapping techniques are used to set upper confidence bounds that trigger an alarm for further investigations. We extended the use of multivariate control charts to stratified random sampling and analyzed reef fish monitoring data collected annually on shallow (≤30 m) reefs across the Northwestern Hawaiian Islands (NWHI), part of the Papahānaumokuākea Marine National Monument. Fish assemblages in the NWHI were mostly stable, with exceptions in the south region (Nihoa, Mokumanamana and French Frigate Shoals) in 2012 and 2015 where changes in the assemblage structure exceeded the upper confidence bounds of multivariate control charts. However, these were due to changes in relative abundances of native species, and potentially related to the small numbers of survey sites and relatively low coral covers at the sites, particularly in 2015. The present study showed that multivariate control charts can be used to evaluate the status of biological communities in a very large protected area. Future monitoring of fish assemblages in the Papahānaumokuākea Marine National Monument should be accompanied by specific habitat or environmental variables that are related to potential threats to its shallow-water ecosystems. This should allow for more detailed investigations into potential causes and mechanisms of changes in fish assemblages when a multivariate control chart triggers an alarm.
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Affiliation(s)
- Atsuko Fukunaga
- Joint Institute for Marine and Atmospheric Research, University of Hawai'i at Mānoa, Honolulu, HI, United States of America.,Papahānaumokuākea Marine National Monument, National Ocean Service, National Oceanic and Atmospheric Administration, Honolulu, HI, United States of America
| | - Randall K Kosaki
- Papahānaumokuākea Marine National Monument, National Ocean Service, National Oceanic and Atmospheric Administration, Honolulu, HI, United States of America
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Cook R, Fariñas-Franco JM, Gell FR, Holt RHF, Holt T, Lindenbaum C, Porter JS, Seed R, Skates LR, Stringell TB, Sanderson WG. The substantial first impact of bottom fishing on rare biodiversity hotspots: a dilemma for evidence-based conservation. PLoS One 2013; 8:e69904. [PMID: 23967063 PMCID: PMC3743846 DOI: 10.1371/journal.pone.0069904] [Citation(s) in RCA: 61] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2013] [Accepted: 06/13/2013] [Indexed: 11/19/2022] Open
Abstract
This study describes the impact of the first passage of two types of bottom-towed fishing gear on rare protected shellfish-reefs formed by the horse mussel Modiolus modiolus (L.). One of the study sites was trawled and the other was scallop-dredged. Divers collected HD video imagery of epifauna from quadrats at the two study sites and directed infaunal samples from one site. The total number of epifaunal organisms was significantly reduced following a single pass of a trawl (90%) or scallop dredge (59%), as was the diversity of the associated community and the total number of M. modiolus at the trawled site. At both sites declines in anthozoans, hydrozoans, bivalves, echinoderms and ascidians accounted for most of the change. A year later, no recovery was evident at the trawled site and significantly fewer infaunal taxa (polychaetes, malacostracans, bivalves and ophuroids) were recorded in the trawl track. The severity of the two types of impact reflected the undisturbed status of the habitats compared to previous studies. As a 'priority habitat' the nature of the impacts described on M. modiolus communities are important to the development of conservation management policy and indicators of condition in Marine Protected Areas (EU Habitats Directive) as well as indicators of 'Good Environmental Status' under the European Union Marine Strategy Framework Directive. Conservation managers are under pressure to support decisions with good quality evidence. Elsewhere, indirect studies have shown declines of M. modiolus biogenic communities in fishing grounds. However, given the protected status of the rare habitat, premeditated demonstration of direct impact is unethical or illegal in Marine Protected Areas. This study therefore provides a unique opportunity to investigate the impact from fishing gear whilst at the same time reflecting on the dilemma of evidence-based conservation management.
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Affiliation(s)
- Robert Cook
- School of Ocean Sciences, Bangor University, Menai Bridge, Anglesey, United Kingdom
- School of Life Sciences, Heriot-Watt University, Edinburgh, United Kingdom
| | | | - Fiona R. Gell
- Fisheries Directorate, Department of Environment Food and Agriculture, Isle of Man Government, St John's, Isle of Man, United Kingdom
| | | | - Terry Holt
- Center for Marine and Coastal Studies Ltd. (CMACS), Port Erin, Isle of Man, United Kingdom
| | | | - Joanne S. Porter
- School of Life Sciences, Heriot-Watt University, Edinburgh, United Kingdom
| | - Ray Seed
- School of Ocean Sciences, Bangor University, Menai Bridge, Anglesey, United Kingdom
| | | | | | - William G. Sanderson
- Natural Resources Wales, Bangor, Gwynedd, United Kingdom
- School of Life Sciences, Heriot-Watt University, Edinburgh, United Kingdom
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