Data · dataset · 2026
Acoustic recordings of three Hainan gibbon (Nomascus hainanus) social groups for machine learning and deep learning analyses
Listed in LSHTM Data Compass
Description
This dataset is released as a companion resource to the paper “Passive acoustic identification of social groups in the Hainan gibbon” (DOI: doi.org/10.1002/rse2.70088). It contains the acoustic recordings used in the study and is provided to enable reproducible benchmarking and methodological development in bioacoustic machine learning. The recordings were collected from three distinct Hainan gibbon (Nomascus hainanus) social groups in natural habitat conditions and are intended for use in machine learning and deep learning applications, including social group identification, bioacoustic classification, and ecological monitoring.
The dataset includes raw audio files, corresponding phrase-level annotations, and segment-level annotations. In addition, it provides predefined training, validation, and test partitions used in the original study to support reproducible training and evaluation of segment- and sequence-based models.
Links
Where it is published
- DOI doi.org/10.5281/zenodo.20698864 ↗
DOI / persistent id · from lshtm ac uk
Catalogue records · 1
- OAI-PMH record datacompass.lshtm.ac.uk/cgi/oai2?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3… ↗
metadata API · from lshtm ac uk
Topics
- From keywords
- Earth & Environmental Science · Humanities · Life Sciences · Medicine & Health · Social Science
Provenance · 1 source records, 10 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| LSHTM Data Compass | oai:datacompass.lshtm.ac.uk:5289 | 11 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| concepts[field].anzsrc:group:3109 | enrichment · lshtm ac uk | taxonomy-embedding@1.0.0 | title+keywords+description (71%) |
| concepts[field].local:field:earth-environmental | mapping · lshtm ac uk | connector:lshtm_ac_uk@1.0.0 | |
| concepts[field].local:field:humanities | mapping · lshtm ac uk | connector:lshtm_ac_uk@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · lshtm ac uk | connector:lshtm_ac_uk@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · lshtm ac uk | connector:lshtm_ac_uk@1.0.0 | |
| concepts[field].local:field:social-science | mapping · lshtm ac uk | connector:lshtm_ac_uk@1.0.0 | |
| concepts[modality].local:modality:audio | enrichment · lshtm ac uk | keyword-concept-rules@1.0.0 | title+description (75%) |
| description | source · lshtm ac uk | connector:lshtm_ac_uk@1.0.0 | /metadata/dc/description |
| publication_date | source · lshtm ac uk | connector:lshtm_ac_uk@1.0.0 | |
| title | source · lshtm ac uk | connector:lshtm_ac_uk@1.0.0 | /metadata/dc/title |