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However, we lack a unified methodology to report this sampling effort and a comprehensive overview of PAM coverage to gauge its potential as a global research and monitoring tool. To address this gap, we created the Worldwide Soundscapes project, a collaborative network and growing database comprising metadata from 416 datasets across all realms (terrestrial, marine, freshwater and subterranean).<\/jats:p>\n <\/jats:sec>\n \n Location<\/jats:title>\n Worldwide, 12,343 sites, all ecosystem types.<\/jats:p>\n <\/jats:sec>\n \n Time Period<\/jats:title>\n 1991 to present.<\/jats:p>\n <\/jats:sec>\n \n Major Taxa Studied<\/jats:title>\n All soniferous taxa.<\/jats:p>\n <\/jats:sec>\n \n Methods<\/jats:title>\n We synthesise sampling coverage across spatial, temporal and ecological scales using metadata describing sampling locations, deployment schedules, focal taxa and audio recording parameters. We explore global trends in biological, anthropogenic and geophysical sounds based on 168 selected recordings from 12 ecosystems across all realms.<\/jats:p>\n <\/jats:sec>\n \n Results<\/jats:title>\n \n Terrestrial sampling is spatially denser (46 sites per million square kilometre\u2014Mkm\n 2<\/jats:sup>\n ) than aquatic sampling (0.3 and 1.8 sites\/Mkm\n 2<\/jats:sup>\n in oceans and fresh water) with only two subterranean datasets. Although diel and lunar cycles are well sampled across realms, only marine datasets (55%) comprehensively sample all seasons. Across the 12 ecosystems selected for exploring global acoustic trends, biological sounds showed contrasting diel patterns across ecosystems, declined with distance from the Equator, and were negatively correlated with anthropogenic sounds.\n <\/jats:p>\n <\/jats:sec>\n \n Main Conclusions<\/jats:title>\n PAM can inform macroecological studies as well as global conservation and phenology syntheses, but representation can be improved by expanding terrestrial taxonomic scope, sampling coverage in the high seas and subterranean ecosystems, and spatio\u2010temporal replication in freshwater habitats. Overall, this worldwide PAM network holds promise to support cross\u2010realm biodiversity research and monitoring efforts.<\/jats:p>\n <\/jats:sec>","DOI":"10.1111\/geb.70021","type":"journal-article","created":{"date-parts":[[2025,5,6]],"date-time":"2025-05-06T06:49:29Z","timestamp":1746514169000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":52,"title":["Worldwide Soundscapes: A Synthesis of Passive Acoustic Monitoring Across Realms"],"prefix":"10.1111","volume":"34","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-9013-3784","authenticated-orcid":false,"given":"Kevin F. A.","family":"Darras","sequence":"first","affiliation":[{"name":"EFNO, ECODIV, INRAE Domaine des Barres Nogent\u2010sur\u2010Vernisson France"},{"name":"Sustainable Agricultural Systems & Engineering Lab, School of Engineering Westlake University Hangzhou Zhejiang China"},{"name":"Chair of Computational Landscape Ecology, Faculty of Environmental Sciences Dresden University of Technology Dresden Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5941-8450","authenticated-orcid":false,"given":"Rodney A.","family":"Rountree","sequence":"additional","affiliation":[{"name":"Biology Department University of Victoria Victoria British Columbia Canada"},{"name":"The Fish Listener Waguoit Massachusetts USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6742-4567","authenticated-orcid":false,"given":"Steven L.","family":"Van Wilgenburg","sequence":"additional","affiliation":[{"name":"Terrestrial Unit, Prairie Region, Canadian Wildlife Service, Environment & Climate Change Canada Prairie & Northern Wildlife Research Centre Saskatoon Saskatchewan Canada"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3183-8482","authenticated-orcid":false,"given":"Anna F.","family":"Cord","sequence":"additional","affiliation":[{"name":"Chair of Computational Landscape Ecology, Faculty of Environmental Sciences Dresden University of Technology Dresden Germany"},{"name":"Agro\u2010ecological Modeling Group, Faculty of Agriculture University of Bonn Bonn Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Frederik","family":"Pitz","sequence":"additional","affiliation":[{"name":"Chair of Computational Landscape Ecology, Faculty of Environmental Sciences Dresden University of Technology Dresden Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Youfang","family":"Chen","sequence":"additional","affiliation":[{"name":"Sustainable Agricultural Systems & Engineering Lab, School of Engineering Westlake University Hangzhou Zhejiang China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4303-5513","authenticated-orcid":false,"given":"Lijun","family":"Dong","sequence":"additional","affiliation":[{"name":"Marine Mammal and Marine Bioacoustics Laboratory, Department of Deep Sea Science Institute of Deep\u2010sea Science and Engineering Chinese Academy of Sciences Sanya Hainan China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Agn\u00e8s","family":"Rocquencourt","sequence":"additional","affiliation":[{"name":"EFNO, ECODIV, INRAE Domaine des Barres Nogent\u2010sur\u2010Vernisson France"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6150-3264","authenticated-orcid":false,"given":"Camille","family":"Desjonqu\u00e8res","sequence":"additional","affiliation":[{"name":"Institut de Syst\u00e9matique, \u00c9volution, Biodiversit\u00e9 Mus\u00e9um National d\u2019Histoire Naturelle Paris France"},{"name":"Universit\u00e9 Grenoble Alpes Universit\u00e9 Savoie Mont Blanc, CNRS, LECA Grenoble France"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0000-4703-5700","authenticated-orcid":false,"given":"Patrick Mauritz","family":"Diaz","sequence":"additional","affiliation":[{"name":"Climate Change and Biodiversity, Hanns R. 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