{"database":"biostudies-literature","file_versions":[],"scores":null,"additional":{"submitter":["Winiarski JM"],"funding":["US Forest Service Region 5","National Fish and Wildlife Foundation","Jake Holshuh","German Federal Ministry of Environment, Nature Conservation and Nuclear Safety","Arthur Vining Davis Foundations","Deutsche Bundesstiftung Umwelt","German Federal Ministry of Education and Research"],"pagination":["e70177"],"full_dataset_link":["https://www.ebi.ac.uk/biostudies/studies/S-EPMC12808558"],"repository":["biostudies-literature"],"omics_type":["Unknown"],"volume":["36(1)"],"pubmed_abstract":["Climate and land-use change are dramatically altering the frequency, intensity, and extent of ecological disturbances, which threaten the persistence of at-risk species. To curb the pace and scale of disturbances, balance management and conservation priorities, and alleviate associated population declines, managers require high-quality information on species' responses to disturbance and their population trends across broad spatial scales that challenge the capacity of traditional, local-scale monitoring programs. Passive acoustic monitoring is a scalable approach to obtain occurrence data, but the extent to which it can be used to model occupancy dynamics and their environmental drivers remains uncertain. Here, we demonstrate how passive acoustic surveys can be analyzed within a Bayesian "],"journal":["Ecological applications : a publication of the Ecological Society of America"],"pubmed_title":["Passive acoustic monitoring can provide insights into occupancy dynamics and impacts of disturbance for at-risk species."],"pmcid":["PMC12808558"],"funding_grant_id":["\"BirdNET+\" FKZ 01|S22072","\"DeepBirdDetect\" FKZ 67KI31040E","\"RangerSound\" 39263/01","“RangerSound” 39263/01"],"pubmed_authors":["Thompson C","Eiseman JP","McGinn K","Winiarski JM","Kramer HA","Kahl S","Wood CM","Whitmore SA","Bieber ME","Klinck H","Sawyer SC","Peery MZ","Netoskie EC","Kelly KG"],"additional_accession":[]},"is_claimable":false,"name":"Passive acoustic monitoring can provide insights into occupancy dynamics and impacts of disturbance for at-risk species.","description":"Climate and land-use change are dramatically altering the frequency, intensity, and extent of ecological disturbances, which threaten the persistence of at-risk species. To curb the pace and scale of disturbances, balance management and conservation priorities, and alleviate associated population declines, managers require high-quality information on species' responses to disturbance and their population trends across broad spatial scales that challenge the capacity of traditional, local-scale monitoring programs. Passive acoustic monitoring is a scalable approach to obtain occurrence data, but the extent to which it can be used to model occupancy dynamics and their environmental drivers remains uncertain. Here, we demonstrate how passive acoustic surveys can be analyzed within a Bayesian ","dates":{"release":"2026-01-01T00:00:00Z","publication":"2026 Jan","modification":"2026-06-12T05:00:29.282Z","creation":"2026-06-12T03:07:48.568Z"},"accession":"S-EPMC12808558","cross_references":{"pubmed":["41540553"],"doi":["10.1002/eap.70177"]}}