Data · dataset · 2026
GeoFatigue
Listed in Borealis
Physical fatigue is a major contributor to occupational incidents in field-based work environments.
Description
However, fatigue studies primarily emphasize physiological measurements with limited integration of structured spatial and environmental context. Fatigue development may vary across locations even under identical task demands, particularly across differing elevation transitions.
To address this gap, we present an open multimodal dataset from 40 participants performing a standardized outdoor manual material-handling task across three elevation-transition typologies: a flat trail, a stairway, and a ramp, with task load and duration held constant. The dataset includes wrist-worn physiological signals (blood volume pulse (BVP), electrodermal activity (EDA), skin temperature, accelerometer, and steps), contextual sensing data, global positioning system (GPS) trajectories, Borg-scale fatigue ratings, and geospatial representations of the site, including a high-resolution terrestrial laser scanning (TLS)-based 3D point cloud and semantic GeoJSON polygons.
Read the rest (1 more)
By integrating physiological, contextual, and spatial measurements, the dataset provides a reproducible resource for advancing fatigue modelling, spatial ergonomics, sensor fusion, and context-aware machine-learning analysis across varying elevation profiles and outdoor positioning constraints.
Links
Where it is published
- Dataverse dataset page borealisdata.ca/dataset.xhtml?persistentId=doi%3A10.5683%2FSP3%2FI0KSNR ↗
landing page · from borealisdata ca
- DOI doi.org/10.5683/sp3/i0ksnr ↗
DOI / persistent id · from borealisdata ca
Catalogue records · 1
- Dataverse API borealisdata.ca/api/datasets/:persistentId/?persistentId=doi%3A10.5683%2FSP3%2… ↗
metadata API · from borealisdata ca
Topics
- Stated by source
- Computer and Information Science · Earth and Environmental Sciences · Engineering · Other
- From keywords
- Earth & Environmental Science · Engineering
- Inferred from text
- Physical geography and environmental geoscience 73%
Provenance · 1 source records, 13 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Borealis | doi:10.5683/SP3/I0KSNR | 10 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| concepts[field].anzsrc:group:3709 | enrichment · borealisdata ca | taxonomy-embedding@1.1.0 | title+keywords+description (73%) |
| concepts[field].dataverse_subject:computer-and-information-science | source · borealisdata ca | connector:borealisdata_ca@1.0.0 | /subjects |
| concepts[field].dataverse_subject:earth-and-environmental-sciences | source · borealisdata ca | connector:borealisdata_ca@1.0.0 | /subjects |
| concepts[field].dataverse_subject:engineering | source · borealisdata ca | connector:borealisdata_ca@1.0.0 | /subjects |
| concepts[field].dataverse_subject:other | source · borealisdata ca | connector:borealisdata_ca@1.0.0 | /subjects |
| concepts[field].local:field:earth-environmental | mapping · borealisdata ca | connector:borealisdata_ca@1.0.0 | /subjects |
| concepts[field].local:field:engineering | mapping · borealisdata ca | connector:borealisdata_ca@1.0.0 | /subjects |
| created_date | source · borealisdata ca | connector:borealisdata_ca@1.0.0 | |
| description | source · borealisdata ca | connector:borealisdata_ca@1.0.0 | /description |
| publication_date | source · borealisdata ca | connector:borealisdata_ca@1.0.0 | |
| title | source · borealisdata ca | connector:borealisdata_ca@1.0.0 | /name |
| updated_date | source · borealisdata ca | connector:borealisdata_ca@1.0.0 | |
| version_label | source · borealisdata ca | connector:borealisdata_ca@1.0.0 |