1145670Development of a Model for Predicting Large Scale Spatio-Temporal Variability in Juvenile Fish Abundance from Electrofishing DataUpdated by FeedsNodeProcessor11004172data_sourceund144611396915507868770015507868770<p>Scottish Marine and Freshwater Science Vol 6 No 6</p> <p>Models of juvenile salmonid abundance are required to inform electrofishing based assessment approaches and potentially as an intermediate step in scaling conservation limits from data rich to data poor catchments. This report describes an approach for modelling large-scale spatio-temporal variability in fish densities using GIS derived covariates. The technical challenges, modelling approaches and software developed during the project are described. The utility of the approach was illustrated by fitting models to data on Atlantic salmon fry.</p> full_html<p>Scottish Marine and Freshwater Science Vol 6 No 6</p> <p>Models of juvenile salmonid abundance are required to inform electrofishing based assessment approaches and potentially as an intermediate step in scaling conservation limits from data rich to data poor catchments. This report describes an approach for modelling large-scale spatio-temporal variability in fish densities using GIS derived covariates. The technical challenges, modelling approaches and software developed during the project are described. The utility of the approach was illustrated by fitting models to data on Atlantic salmon fry.</p> 627https://data.marine.gov.scot/dataset/development-model-predicting-large-scale-spatio-temporal-variability-juvenile-fish-abundance<attributes/><original_title/><original_url>https://data.marine.gov.scot/dataset/development-model-predicting-large-scale-spatio-temporal-variability-juvenile-fish-abundance</original_url></item></und></field_datasource_link><field_citation/><field_reference/><field_map_type_tag/><field_datasource_keywords><und is_array="true"><item><tid>645</tid></item><item><tid>646</tid></item><item><tid>647</tid></item><item><tid>648</tid></item></und></field_datasource_keywords><field_tags/><field_manual_data_tag/><field_data_owner/><field_document/><field_mslot_stage/><field_mslot_application_type/><field_mslot_other_document_categ/><field_date_submitted/><field_mslot_ag_categories/><field_cfwg_category/><field_transfer_and_delegation_do/><rdf_mapping><rdftype is_array="true"><item>sioc:Item</item><item>foaf:Document</item></rdftype><title><predicates is_array="true"><item>dc:title</item></predicates><type>property</type>dc:datedc:createdxsd:dateTimedate_iso8601dc:modifiedxsd:dateTimedate_iso8601content:encodedpropertysioc:has_creatorrelfoaf:namesioc:num_repliesxsd:integersioc:last_activity_datexsd:dateTimedate_iso8601https://marine.gov.scot/?q=data/development-model-predicting-large-scale-spatio-temporal-variability-juvenile-fish-abundance01045481145674172publishedpublished0155078687711Development of a Model for Predicting Large Scale Spatio-Temporal Variability in Juvenile Fish Abundance from Electrofishing Data15507868771045481145674172publishedpublished0155078687711Development of a Model for Predicting Large Scale Spatio-Temporal Variability in Juvenile Fish Abundance from Electrofishing Data15507868771045481145674172publishedpublished0155078687711Development of a Model for Predicting Large Scale Spatio-Temporal Variability in Juvenile Fish Abundance from Electrofishing Data1550786877