{"help":"Return the metadata of a dataset (package) and its resources. :param id: the id or name of the dataset :type id: string","success":true,"result":[{"id":"063f5404-5719-4789-89f2-3c7a1f6452d4","name":"development-model-predicting-large-scale-spatio-temporal-variability-juvenile-fish-abundance","title":"Development of a Model for Predicting Large Scale Spatio-Temporal Variability in Juvenile Fish Abundance from Electrofishing Data","author":"C.P. Millar","author_email":"marinescotland@scotland.gsi.gov.uk","maintainer":"Scottish Government - Marine Directorate Data Publications","maintainer_email":"marinedirectorate@gov.scot","notes":"\u003Cp\u003EScottish Marine and Freshwater Science Vol 6 No 6\u003C\/p\u003E\n\u003Cp\u003EModels 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.\u003C\/p\u003E\n","url":"https:\/\/data.marine.gov.scot\/dataset\/development-model-predicting-large-scale-spatio-temporal-variability-juvenile-fish-abundance","state":"Active","log_message":"Update to resource \u0027Property title\u0027","private":true,"revision_timestamp":"Tue, 01\/07\/2020 - 18:22","metadata_created":"Fri, 05\/29\/2015 - 12:05","metadata_modified":"Tue, 01\/07\/2020 - 18:22","creator_user_id":"30436a8d-34e8-47d5-b586-8a555ab42696","type":"Dataset","resources":[{"id":"c3c53adf-4155-4a20-b5e9-9f8f8e301ed8","revision_id":"","url":"http:\/\/www.scotland.gov.uk\/Resource\/0047\/00477595.pdf","description":"","format":"pdf","state":"Active","revision_timestamp":"Tue, 01\/07\/2020 - 14:53","name":"Scottish Marine and Freshwater Science Vol 6 No 6","mimetype":"pdf","size":"","created":"Fri, 05\/29\/2015 - 12:06","resource_group_id":"d0fc86dc-1394-43d4-aef1-c8cf5ac500f9","last_modified":"Date changed  Tue, 01\/07\/2020 - 14:53"}],"tags":[{"id":"d6310ada-ca4e-480f-a056-e6dd4ca8790c","vocabulary_id":"2","name":"electrofishing"},{"id":"b5f57b78-ef89-4309-8204-38b51d2855e9","vocabulary_id":"2","name":"fish abundance"},{"id":"7a474f49-ddaf-4f61-817b-04961f917c10","vocabulary_id":"2","name":"freshwater fisheries"},{"id":"2efbb4f9-504e-4466-a141-ac535171cb2a","vocabulary_id":"2","name":"population modelling"}],"groups":[{"description":"\u003Cp\u003EFormal report series, containing results of research and monitoring carried out by Marine Directorate.\u003C\/p\u003E\n","id":"d0fc86dc-1394-43d4-aef1-c8cf5ac500f9","image_display_url":"https:\/\/data.marine.gov.scot\/sites\/default\/files\/\/reports_1.png","title":"Scottish Marine and Freshwater Science Reports","name":"group\/scottish-marine-and-freshwater-science-reports"},{"description":"\u003Cp\u003EData and reports from the Freshwater Laboratory in Marine Directorate.\u003C\/p\u003E\n","id":"31be76ba-0c93-4b89-92cd-afa54780775d","image_display_url":"https:\/\/data.marine.gov.scot\/sites\/default\/files\/\/button%20220i-16.png","title":"Freshwater","name":"group\/freshwater"}]}]}