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DC Field | Value | Language |
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dc.contributor.author | Navas, Jose M | en_UK |
dc.contributor.author | Telfer, Trevor | en_UK |
dc.contributor.author | Ross, Lindsay | en_UK |
dc.date.accessioned | 2018-04-18T02:34:38Z | - |
dc.date.available | 2018-04-18T02:34:38Z | en_UK |
dc.date.issued | 2011-08 | en_UK |
dc.identifier.uri | http://hdl.handle.net/1893/18555 | - |
dc.description.abstract | Combining GIS with neuro-fuzzy modeling has the advantage that expert scientific knowledge in coastal aquaculture activities can be incorporated into a geospatial model to classify areas particularly vulnerable to pollutants. Data on the physical environment and its suitability for aquaculture in an Irish fjard, which is host to a number of different aquaculture activities, were derived from a three-dimensional hydrodynamic and GIS models. Subsequent incorporation into environmental vulnerability models, based on neuro-fuzzy techniques, highlighted localities particularly vulnerable to aquaculture development. The models produced an overall classification accuracy of 85.71%, with a Kappa coefficient of agreement of 81%, and were sensitive to different input parameters. A statistical comparison between vulnerability scores and nitrogen concentrations in sediment associated with salmon cages showed good correlation. Neuro-fuzzy techniques within GIS modeling classify vulnerability of coastal regions appropriately and have a role in policy decisions for aquaculture site selection. | en_UK |
dc.language.iso | en | en_UK |
dc.publisher | Elsevier | en_UK |
dc.relation | Navas JM, Telfer T & Ross L (2011) Spatial modeling of environmental vulnerability of marine finfish aquaculture using GIS-based neuro-fuzzy techniques. Marine Pollution Bulletin, 62 (8), pp. 1786-1799. https://doi.org/10.1016/j.marpolbul.2011.05.019 | en_UK |
dc.rights | The publisher does not allow this work to be made publicly available in this Repository. Please use the Request a Copy feature at the foot of the Repository record to request a copy directly from the author. You can only request a copy if you wish to use this work for your own research or private study. | en_UK |
dc.rights.uri | http://www.rioxx.net/licenses/under-embargo-all-rights-reserved | en_UK |
dc.subject | Marine environmental vulnerability | en_UK |
dc.subject | Neuro-fuzzy techniques | en_UK |
dc.subject | Geographic Information Systems | en_UK |
dc.subject | Marine cage aquaculture | en_UK |
dc.title | Spatial modeling of environmental vulnerability of marine finfish aquaculture using GIS-based neuro-fuzzy techniques | en_UK |
dc.type | Journal Article | en_UK |
dc.rights.embargodate | 3000-01-01 | en_UK |
dc.rights.embargoreason | [MPB 2011.pdf] The publisher does not allow this work to be made publicly available in this Repository therefore there is an embargo on the full text of the work. | en_UK |
dc.identifier.doi | 10.1016/j.marpolbul.2011.05.019 | en_UK |
dc.identifier.pmid | 21683421 | en_UK |
dc.citation.jtitle | Marine Pollution Bulletin | en_UK |
dc.citation.issn | 0025-326X | en_UK |
dc.citation.volume | 62 | en_UK |
dc.citation.issue | 8 | en_UK |
dc.citation.spage | 1786 | en_UK |
dc.citation.epage | 1799 | en_UK |
dc.citation.publicationstatus | Published | en_UK |
dc.citation.peerreviewed | Refereed | en_UK |
dc.type.status | VoR - Version of Record | en_UK |
dc.author.email | l.g.ross@stir.ac.uk | en_UK |
dc.contributor.affiliation | Institute of Aquaculture Torre de la Sal | en_UK |
dc.contributor.affiliation | Institute of Aquaculture | en_UK |
dc.contributor.affiliation | Institute of Aquaculture | en_UK |
dc.identifier.isi | WOS:000294039000037 | en_UK |
dc.identifier.scopusid | 2-s2.0-79960414657 | en_UK |
dc.identifier.wtid | 886659 | en_UK |
dc.contributor.orcid | 0000-0003-1613-9026 | en_UK |
dcterms.dateAccepted | 2011-08-31 | en_UK |
dc.date.filedepositdate | 2014-02-05 | en_UK |
rioxxterms.type | Journal Article/Review | en_UK |
rioxxterms.version | VoR | en_UK |
local.rioxx.author | Navas, Jose M| | en_UK |
local.rioxx.author | Telfer, Trevor|0000-0003-1613-9026 | en_UK |
local.rioxx.author | Ross, Lindsay| | en_UK |
local.rioxx.project | Internal Project|University of Stirling|https://isni.org/isni/0000000122484331 | en_UK |
local.rioxx.freetoreaddate | 3000-01-01 | en_UK |
local.rioxx.licence | http://www.rioxx.net/licenses/under-embargo-all-rights-reserved|| | en_UK |
local.rioxx.filename | MPB 2011.pdf | en_UK |
local.rioxx.filecount | 1 | en_UK |
local.rioxx.source | 0025-326X | en_UK |
Appears in Collections: | Aquaculture Journal Articles |
Files in This Item:
File | Description | Size | Format | |
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MPB 2011.pdf | Fulltext - Published Version | 1.74 MB | Adobe PDF | Under Embargo until 3000-01-01 Request a copy |
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