FireLog: An open-source, low-cost system for temperature logging during wildland fires with high spatial and temporal resolution

Measuring flame, air, and soil temperatures during wildland fires, including wildfires and controlled burns in land management contexts, is crucial for research and applications in fire ecology, safety, and management in a wide array of ecosystems, from grasslands to forests. However, open-source and commercial systems are needed for measuring and logging flame and air temperatures that are user-friendly, economical, modular, and customizable. This paper details the design, development, and validation of the FireLog system. Laboratory validation experiments demonstrated high measurement accuracy, with a minimum coefficient of determination (R2) of 0.98 and the highest observed root mean square error (RMSE) of 29.5 °C when compared with a Campbell Scientific data logger in furnace tests spanning 20-1000 °C. These results confirm the FireLog system's precision, repeatability, and robustness under controlled conditions. Field deployment during prescribed burns further validated its operational performance, confirming its ability to record temperature dynamics reliably in active fire environments. FireLog represents a practical and scalable tool for researchers and practitioners in fire science and land management.

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Publication Details

Journal
HardwareX
Published
2025-11-17
DOI
https://doi.org/10.1016/j.ohx.2025.e00722
Primary Topic
Fire effects on ecosystems
Type
article
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article

FireLog: An open-source, low-cost system for temperature logging during wildland fires with high spatial and temporal resolution

Nipuna Chamara, Sabrina E. Russo, Yufeng Ge
HardwareX
Fire effects on ecosystems
article

FireLog: An open-source, low-cost system for temperature logging during wildland fires with high spatial and temporal resolution

Nipuna Chamara, Sabrina E. Russo, Yufeng Ge
article en

Abstract

Measuring flame, air, and soil temperatures during wildland fires, including wildfires and controlled burns in land management contexts, is crucial for research and applications in fire ecology, safety, and management in a wide array of ecosystems, from grasslands to forests. However, open-source and commercial systems are needed for measuring and logging flame and air temperatures that are user-friendly, economical, modular, and customizable. This paper details the design, development, and validation of the FireLog system. Laboratory validation experiments demonstrated high measurement accuracy, with a minimum coefficient of determination (R2) of 0.98 and the highest observed root mean square error (RMSE) of 29.5 °C when compared with a Campbell Scientific data logger in furnace tests spanning 20-1000 °C. These results confirm the FireLog system's precision, repeatability, and robustness under controlled conditions. Field deployment during prescribed burns further validated its operational performance, confirming its ability to record temperature dynamics reliably in active fire environments. FireLog represents a practical and scalable tool for researchers and practitioners in fire science and land management.

HardwareXVol. 24
University of Nebraska–Lincoln (US)
Openalex Percentile: Top 68%
Fire effects on ecosystems
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FireLog: An open-source, low-cost system for temperature logging during wildland fires with high spatial and temporal resolution — Nipuna Chamara, Sabrina E. Russo, et al. · HardwareX (2025) | TGRS Research Map | TGRS