{"id":"https://openalex.org/W7163177274","doi":"https://doi.org/10.48550/arxiv.2606.00355","title":"FAIR^2 Drones: An AI-Ready Standard for Cross-Domain Wildlife Drone Datasets","display_name":"FAIR^2 Drones: An AI-Ready Standard for Cross-Domain Wildlife Drone Datasets","publication_year":2026,"publication_date":"2026-05-29","ids":{"openalex":"https://openalex.org/W7163177274","doi":"https://doi.org/10.48550/arxiv.2606.00355"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2606.00355","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2606.00355","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.48550/arxiv.2606.00355","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5137650065","display_name":"Jenna Kline","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kline, Jenna","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065231229","display_name":"Kilian Meier","orcid":"https://orcid.org/0000-0002-6044-9040"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Meier, Kilian","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102817708","display_name":"Vandita Shukla","orcid":"https://orcid.org/0009-0007-7242-2279"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shukla, Vandita","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136679871","display_name":"Edouard G. A. Rolland","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rolland, Edouard G. A.","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5094088371","display_name":"Elena Iannino","orcid":"https://orcid.org/0009-0009-8474-1861"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Iannino, Elena","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137650412","display_name":"Lucie Laporte-Devylder","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Laporte-Devylder, Lucie","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093127319","display_name":"Constanza Andrea Molina Catricheo","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Catricheo, Constanza Andrea Molina","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134780049","display_name":"Blair Costelloe","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Costelloe, Blair","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137619507","display_name":"Elizabeth Campolongo","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Campolongo, Elizabeth","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137684475","display_name":"Henrik S. Midtiby","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Midtiby, Henrik S.","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005192117","display_name":"Devis Tuia","orcid":"https://orcid.org/0000-0003-0374-2459"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tuia, Devis","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003115770","display_name":"Benjamin Risse","orcid":"https://orcid.org/0000-0001-5691-4029"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Risse, Benjamin","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137654414","display_name":"Ulrik P. S. Lundquist","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lundquist, Ulrik P. S.","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079247576","display_name":"Anders Lyhne Christensen","orcid":"https://orcid.org/0000-0002-9994-2908"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Christensen, Anders Lyhne","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137636715","display_name":"Fabio Remondino","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Remondino, Fabio","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137625541","display_name":"Thomas Richardson","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Richardson, Thomas","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5123173138","display_name":"Tanya Berger-Wolf","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Berger-Wolf, Tanya","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11133","display_name":"UAV Applications and Optimization","score":0.4977000057697296,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11133","display_name":"UAV Applications and Optimization","score":0.4977000057697296,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11211","display_name":"3D Surveying and Cultural Heritage","score":0.039000000804662704,"subfield":{"id":"https://openalex.org/subfields/1907","display_name":"Geology"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10895","display_name":"Species Distribution and Climate Change","score":0.03350000083446503,"subfield":{"id":"https://openalex.org/subfields/2302","display_name":"Ecological Modeling"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/drone","display_name":"Drone","score":0.8967999815940857},{"id":"https://openalex.org/keywords/metadata","display_name":"Metadata","score":0.8851000070571899},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5619999766349792},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.4902999997138977},{"id":"https://openalex.org/keywords/citizen-science","display_name":"Citizen science","score":0.45840001106262207},{"id":"https://openalex.org/keywords/limiting","display_name":"Limiting","score":0.4575999975204468},{"id":"https://openalex.org/keywords/annotation","display_name":"Annotation","score":0.4553999900817871}],"concepts":[{"id":"https://openalex.org/C59519942","wikidata":"https://www.wikidata.org/wiki/Q650665","display_name":"Drone","level":2,"score":0.8967999815940857},{"id":"https://openalex.org/C93518851","wikidata":"https://www.wikidata.org/wiki/Q180160","display_name":"Metadata","level":2,"score":0.8851000070571899},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6399999856948853},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5619999766349792},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.4902999997138977},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.46129998564720154},{"id":"https://openalex.org/C197352329","wikidata":"https://www.wikidata.org/wiki/Q1093434","display_name":"Citizen science","level":2,"score":0.45840001106262207},{"id":"https://openalex.org/C188198153","wikidata":"https://www.wikidata.org/wiki/Q1613840","display_name":"Limiting","level":2,"score":0.4575999975204468},{"id":"https://openalex.org/C2776321320","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Annotation","level":2,"score":0.4553999900817871},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39649999141693115},{"id":"https://openalex.org/C27548731","wikidata":"https://www.wikidata.org/wiki/Q88272","display_name":"Investment (military)","level":3,"score":0.37880000472068787},{"id":"https://openalex.org/C2776356880","wikidata":"https://www.wikidata.org/wiki/Q5381206","display_name":"Environmental data","level":2,"score":0.367000013589859},{"id":"https://openalex.org/C117455697","wikidata":"https://www.wikidata.org/wiki/Q190149","display_name":"Photogrammetry","level":2,"score":0.3325999975204468},{"id":"https://openalex.org/C34413123","wikidata":"https://www.wikidata.org/wiki/Q170978","display_name":"Robotics","level":3,"score":0.32010000944137573},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.29350000619888306},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.2831999957561493},{"id":"https://openalex.org/C113954288","wikidata":"https://www.wikidata.org/wiki/Q186885","display_name":"Timestamp","level":2,"score":0.2806999981403351},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.26409998536109924},{"id":"https://openalex.org/C53605480","wikidata":"https://www.wikidata.org/wiki/Q852595","display_name":"Geotagging","level":2,"score":0.250900000333786}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2606.00355","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2606.00355","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2606.00355","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2606.00355","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Animal":[0],"ecology":[1],"data":[2,52],"collection":[3],"using":[4],"drones":[5],"represents":[6],"a":[7,22,31],"substantial":[8],"investment":[9,113],"of":[10],"time,":[11],"expertise,":[12],"and":[13,42,50,59,74,85,99,118],"financial":[14],"resources.":[15],"Yet":[16],"most":[17],"existing":[18,48],"datasets":[19,65],"serve":[20],"only":[21],"single":[23],"research":[24],"community,":[25],"limiting":[26],"interdisciplinary":[27],"reuse.":[28],"We":[29,78],"propose":[30],"unified":[32],"drone":[33,89],"dataset":[34],"standard,":[35],"FAIR^2":[36],"Drones,":[37],"that":[38],"bridges":[39],"ecology,":[40],"robotics,":[41],"computer":[43,75],"vision":[44,76],"by":[45],"building":[46],"on":[47,112],"FAIR":[49],"AI-ready":[51],"frameworks":[53],"while":[54],"adding":[55],"essential":[56],"platform":[57],"metadata":[58,103],"annotation":[60],"specifications.":[61],"Our":[62],"standard":[63],"enables":[64],"to":[66],"simultaneously":[67],"support":[68],"ecological":[69],"analysis,":[70],"robotics":[71],"algorithm":[72],"development,":[73],"benchmarking.":[77],"provide":[79],"open-source":[80],"validation":[81],"tools,":[82],"reference":[83],"implementations,":[84],"multimodal":[86],"extensions":[87],"linking":[88],"imagery":[90],"with":[91],"complementary":[92],"sensors":[93],"such":[94],"as":[95],"camera":[96],"traps,":[97],"GPS,":[98],"acoustics.":[100],"By":[101],"standardizing":[102],"across":[104],"disciplines,":[105],"this":[106],"framework":[107],"maximizes":[108],"the":[109],"scientific":[110],"return":[111],"for":[114],"costly":[115],"field":[116],"deployments":[117],"accelerates":[119],"cross-domain":[120],"collaboration":[121],"in":[122],"environmental":[123],"monitoring.":[124]},"counts_by_year":[],"updated_date":"2026-07-01T06:00:48.157686","created_date":"2026-06-03T00:00:00"}