Spark generation around forwarders Quantifying spark spread from bogie tracks striking stones
https://doi.org/10.71775/KTH.XME8H-JC618
This dataset contains recordings of spark generation events produced when a forwarder equipped with bogie tracks strikes stones under semi-controlled field conditions. The data were collected to quantify spark occurrence and spatial spread, supporting research on wildfire ignition mechanisms and fire risk mitigation in forestry operations.
The dataset includes thermal imaging, RGB video, LiDAR data, and aggregated measurements derived from controlled field experiments conducted in south-central Sweden.
Data collection
Field experiments were conducted at two sites (Site A and Site B) in south-central Sweden. A Komatsu 895 forwarder equipped with bogie tracks was driven over boulders at controlled speeds (0.5, 1, and 3 km/h).
Each stone was traversed multiple times, resulting in a total of 79 recorded passes.
Sensors used:
Thermal camera: FLIR A655sc (resolution: 640x480 pixels, frame rate: 25 Hz) (for detecting sparks)
RGB camera: ZED 2 (provided to facilitate the interpretation of the LiDAR data and thermal camera images)
LiDAR: Velodyne VLP-16 (for determining spark travel distance)
Sensors were mounted on a portable platform positioned approximately 7 m behind the stone, aligned with the bogie track–stone contact point.
Data processing
Spark events were manually identified from thermal recordings using FLIR Research Studio version 2025.01.0. The spark travel distance was determined with the help of the LiDAR data (viewed/analyzed in MATLAB Lidar Viewer 2024b). The aggregated data includes:
Number of sparks per pass
Spark travel distance (binned: 0–15 cm, 15–30 cm, 30–45 cm, >45 cm)
Forwarder speed (0.5, 1, 3 km/h)
Site A vs Site B (new vs worn cleats)
Gå till källa för data
https://doi.org/10.71775/KTH.XME8H-JC618
Citering och åtkomst
Citering och åtkomst
Skapare/primärforskare:
Forskningshuvudman:
Citering:
Administrativ information
Administrativ information
Medverkande:
- Nyström, Anders
Identifierare
Identifierare
oai:
oai:datarepository.kth.se:xme8h-jc618
Finansiering
Finansiering
Finansiär:
- Royal Swedish Academy of Agriculture and Forestry
Öppnar nytt fönster hos ror.org.
ROR
Referensnummer:
SLh2024-0009
Finansiär:
- Swedish Civil Contingencies Agency
Öppnar nytt fönster hos ror.org.
ROR
Referensnummer:
2023-16514
Projektnamn på ansökan:
FIRE
Ämnesområde och nyckelord
Ämnesområde och nyckelord
Standard för svensk indelning av forskningsämnen 2025:
Nyckelord:
- Wildfires/prevention & control
- Forestry
- spark ignition
- fire prevention
- forest fires
Relationer
Relationer
Är version av:
Metadata
Metadata
kth-datarepository