{"accessLimitation":{"value":"noLimitations","availability":"Available","description":"Access to the resource is not subject to any access limitations and is available to all users without restriction.","uri":"http://vocab.nerc.ac.uk/collection/N07/current/UNRS/"},"authors":[{"familyName":"Andrews","givenName":"C.","organisationName":"UK Centre for Ecology & Hydrology","organisationIdentifier":"https://ror.org/00pggkr55","role":"author","email":"enquiries@ceh.ac.uk","nameIdentifier":"https://orcid.org/0000-0003-2428-272X","fullName":"Andrews, C."},{"familyName":"Dick","givenName":"J.","organisationName":"UK Centre for Ecology & Hydrology","organisationIdentifier":"https://ror.org/00pggkr55","role":"author","email":"enquiries@ceh.ac.uk","nameIdentifier":"https://orcid.org/0000-0002-4180-9338","fullName":"Dick, J."}],"availability":"Available","boundingBoxes":[{"westBoundLongitude":-3.86,"eastBoundLongitude":-3.8,"southBoundLatitude":57.076,"northBoundLatitude":57.118,"bounds":"{\"type\": \"Feature\",      \"properties\": {},      \"geometry\": {        \"type\": \"Polygon\",        \"coordinates\": [[[-3.86, 57.076], [-3.86, 57.118], [-3.8, 57.118], [-3.8, 57.076], [-3.86, 57.076]]]      }}","coordinates":"[[[-3.86, 57.076], [-3.86, 57.118], [-3.8, 57.118], [-3.8, 57.076], [-3.86, 57.076]]]"}],"citation":{"authors":["Andrews, C.","Dick, J."],"bibtex":"https://catalogue.ceh.ac.uk/documents/b0c13df5-f606-4bf2-9397-a9c51a7e8d93/citation?format=bib","day":20,"doi":"10.5285/b0c13df5-f606-4bf2-9397-a9c51a7e8d93","month":3,"publisher":"NERC EDS Environmental Information Data Centre","resourceTypeGeneral":"dataset","ris":"https://catalogue.ceh.ac.uk/documents/b0c13df5-f606-4bf2-9397-a9c51a7e8d93/citation?format=ris","title":"Motion-activated camera trap images from the ECN Cairngorm long-term monitoring site, 2010-2022","url":"https://doi.org/10.5285/b0c13df5-f606-4bf2-9397-a9c51a7e8d93","year":2023},"custodians":[{"organisationName":"NERC EDS Environmental Information Data Centre","organisationIdentifier":"https://ror.org/04xw4m193","role":"custodian","email":"info@eidc.ac.uk"}],"datasetReferenceDate":{"publicationDate":"2023-03-20"},"description":"Motion activated camera traps were installed in pine woodland and regenerating heathland from 2010 as part of UK Environmental Change Network long-term monitoring in the Allt a'Mharcaidh catchment, Cairngorms National Park, Scotland.  \n\nThe image catalogue contains 8050 wildlife images identified to species or group where possible.  This forms part of the accompanying dataset which includes information on over 66,000 classified images, recording the presence of blank (empty) images, wildlife, people, dogs and mountain bikes.  Furthermore it includes group identification where a series of images occur within five minutes of each other.\n\nThis work was supported by the Natural Environment Research Council award number NE/R016429/1 as part of the UK-SCAPE programme delivering National Capability.\n","distributionFormats":[{"name":"Comma-separated values (CSV)","type":"text/csv","version":"unknown"},{"name":"jpeg","version":"unknown"}],"distributorContacts":[{"organisationName":"NERC EDS Environmental Information Data Centre","organisationIdentifier":"https://ror.org/04xw4m193","role":"distributor","email":"info@eidc.ac.uk"}],"funding":[{"funderName":"Natural Environment Research Council","funderIdentifier":"https://ror.org/02b5d8509","awardTitle":"UKScape","awardNumber":"NE/R016429/1","orcid":false,"ror":true},{"funderName":"NatureScot","orcid":false,"ror":false}],"id":"b0c13df5-f606-4bf2-9397-a9c51a7e8d93","incomingCitationCount":0,"infoLinks":[{"url":"https://data-package.ceh.ac.uk/sd/b0c13df5-f606-4bf2-9397-a9c51a7e8d93.zip","name":"Supporting information","description":"Supporting information available to assist in re-use of this dataset","function":"information","type":"OTHER"}],"inspireThemes":[{"theme":"Environmental Monitoring Facilities","uri":"http://inspire.ec.europa.eu/theme/ef"}],"keywordsOther":[{"value":"Cairngorms (ECN site) - United Kingdom","uri":"https://deims.org/5a04fee1-42aa-47e9-abfc-043a3eda12ac"},{"value":"Artificial intelligence"},{"value":"Object detection"},{"value":"Camera trap"},{"value":"Images"},{"value":"Motion activated"},{"value":"Allt a'Mharcaidh"},{"value":"Environmental Change Network"},{"value":"ECN"},{"value":"wildlife","uri":"http://www.eionet.europa.eu/gemet/concept/9313"},{"value":"image classification","uri":"http://www.eionet.europa.eu/gemet/concept/14911"},{"value":"environmental change","uri":"http://www.eionet.europa.eu/gemet/concept/2782"}],"keywordsTheme":[{"value":"Biodiversity","uri":"http://onto.nerc.ac.uk/CEHMD/topic/2"}],"licences":[{"value":"This resource is available under the terms of the Open Government Licence","code":"license","uri":"https://eidc.ac.uk/licences/ogl/plain"}],"lineage":"Data was collected and processed using a standardised methodology included as a supplementary file. \n\nImages were collated directly from cameras into yearly named folders by year.  Yearly collections were then processed through Microsoft’s object detection AI, MegaDetector (https://github.com/microsoft/CameraTraps/blob/main/megadetector.md), to streamline image content identification.  Data extraction then took place using content filters within 'Timelapse: An Image Analyser for Camera Traps' software (https://saul.cpsc.ucalgary.ca/timelapse) with output data exported as a .csv file.\n\nAny errors with time and date extracted from image EXIF, were corrected manually during the final processing step.  The data was manually checked for errors but has not been through an exhaustive QC process which is recommended as good practice prior to use.","metadataDate":"2026-06-29T16:51:43","notGEMINI":false,"onlineResources":[{"url":"https://catalogue.ceh.ac.uk/datastore/eidchub/b0c13df5-f606-4bf2-9397-a9c51a7e8d93","name":"Download the data","description":"Download a copy of this data","function":"fileAccess","type":"OTHER"},{"url":"https://data-package.ceh.ac.uk/sd/b0c13df5-f606-4bf2-9397-a9c51a7e8d93.zip","name":"Supporting information","description":"Supporting information available to assist in re-use of this dataset","function":"information","type":"OTHER"}],"pointsOfContact":[{"familyName":"Andrews","givenName":"Chris","organisationName":"UK Centre for Ecology & Hydrology","organisationIdentifier":"https://ror.org/00pggkr55","role":"pointOfContact","email":"enquiries@ceh.ac.uk","address":{"deliveryPoint":"Bush Estate","city":"Penicuik","administrativeArea":"Midlothian","postalCode":"EH26 0QB","country":"United Kingdom"},"fullName":"Andrews, C.","pointOfContact":"UK Centre for Ecology & Hydrology"}],"publicationDate":"2023-03-20T00:00:00.000Z","publishers":[{"organisationName":"NERC EDS Environmental Information Data Centre","organisationIdentifier":"https://ror.org/04xw4m193","role":"publisher","email":"info@eidc.ac.uk"}],"relationships":[{"relation":"http://purl.org/dc/terms/isPartOf","target":"4971bce4-8a81-4e23-9637-7fcff37c5f21"}],"resourceIdentifiers":[{"code":"https://catalogue.ceh.ac.uk/id/b0c13df5-f606-4bf2-9397-a9c51a7e8d93"},{"code":"10.5285/b0c13df5-f606-4bf2-9397-a9c51a7e8d93","codeSpace":"doi"}],"resourceType":{"value":"dataset"},"responsibleParties":[{"familyName":"Andrews","givenName":"Chris","organisationName":"UK Centre for Ecology & Hydrology","organisationIdentifier":"https://ror.org/00pggkr55","role":"pointOfContact","email":"enquiries@ceh.ac.uk","address":{"deliveryPoint":"Bush Estate","city":"Penicuik","administrativeArea":"Midlothian","postalCode":"EH26 0QB","country":"United Kingdom"},"fullName":"Andrews, C.","pointOfContact":"UK Centre for Ecology & Hydrology"},{"familyName":"Andrews","givenName":"C.","organisationName":"UK Centre for Ecology & Hydrology","organisationIdentifier":"https://ror.org/00pggkr55","role":"author","email":"enquiries@ceh.ac.uk","nameIdentifier":"https://orcid.org/0000-0003-2428-272X","fullName":"Andrews, C."},{"familyName":"Dick","givenName":"J.","organisationName":"UK Centre for Ecology & Hydrology","organisationIdentifier":"https://ror.org/00pggkr55","role":"author","email":"enquiries@ceh.ac.uk","nameIdentifier":"https://orcid.org/0000-0002-4180-9338","fullName":"Dick, J."},{"organisationName":"NERC EDS Environmental Information Data Centre","organisationIdentifier":"https://ror.org/04xw4m193","role":"custodian","email":"info@eidc.ac.uk"},{"organisationName":"NERC EDS Environmental Information Data Centre","organisationIdentifier":"https://ror.org/04xw4m193","role":"publisher","email":"info@eidc.ac.uk"},{"organisationName":"UK Centre for Ecology & Hydrology","organisationIdentifier":"https://ror.org/00pggkr55","role":"rightsHolder","email":"enquiries@ceh.ac.uk"}],"rightsHolders":[{"organisationName":"UK Centre for Ecology & Hydrology","organisationIdentifier":"https://ror.org/00pggkr55","role":"rightsHolder","email":"enquiries@ceh.ac.uk"}],"spatialReferenceSystems":[{"code":"http://www.opengis.net/def/crs/EPSG/0/27700","title":"OSGB 1936 / British National Grid"}],"spatialRepresentationTypes":["textTable"],"spatialResolutions":[{"distance":"10000","uom":"urn:ogc:def:uom:EPSG::9001"}],"supplemental":[{"description":"'Timelapse: An Image Analyser for Camera Traps' software","url":"https://saul.cpsc.ucalgary.ca/timelapse","function":"website"},{"name":"MegaDetector","url":"https://github.com/microsoft/CameraTraps/blob/main/megadetector.md","function":"website"}],"temporalExtents":[{"begin":"2010-01-01","end":"2022-12-31"}],"title":"Motion-activated camera trap images from the ECN Cairngorm long-term monitoring site, 2010-2022","topicCategories":[{"value":"biota","uri":"http://inspire.ec.europa.eu/metadata-codelist/TopicCategory/biota"}],"topics":["http://onto.nerc.ac.uk/CEHMD/topic/2"],"type":"dataset","uri":"https://catalogue.ceh.ac.uk/id/b0c13df5-f606-4bf2-9397-a9c51a7e8d93","useConstraints":[{"value":"This resource is available under the terms of the Open Government Licence","code":"license","uri":"https://eidc.ac.uk/licences/ogl/plain"}]}