Attention-enhanced MobileNetV2 models for robust forest fire detection and classification. [PDF]
Ul Haq I +3 more
europepmc +1 more source
Forced Draught Impact on Externally Venting Flames: An Experimental and Numerical Investigation
ABSTRACT Wind can significantly influence fire development and spread in urban and forest environments causing fatal consequences for the public, the first responders, and the environment. Wind‐driven fires can have a significant impact on structural fires as wind can increase the fire's intensity, development, and flame spread.
Anoop Subramania Warrier +5 more
wiley +1 more source
Research on target detection algorithm for forest fire images based on multi-scale feature extraction. [PDF]
Wu W, Zhou X, Qin J, Fu Z, Xing K.
europepmc +1 more source
Experimental and Numerical Investigation of Cedar Façade Flame Spread With Respect to Sidewall
ABSTRACT In response to growing energy conservation and carbon neutrality efforts, façade systems incorporating wooden materials have attracted increasing attention, which in turn raises concerns about their combustibility. This study presents a combined experimental and numerical investigation of flame spread along cedar façades.
Xukun Sun +6 more
wiley +1 more source
A forest fire identification and monitoring model based on improved YOLOv8. [PDF]
Zheng Y, Guo P, Tian X, Ye Y.
europepmc +1 more source
Char Layer Thickness Evolution During Structural Timber Fire Experiment and Final Density Profile
ABSTRACT This paper evaluates several non‐destructive experimental methods for determining the char layer thickness and its density profile in structural timber samples exposed to standard ISO 834 fire curve experiments. Microwave echo pulse, ultrasonic echo pulse, X‐ray computed tomography, and resistance drilling were evaluated.
Fernando Pérez Pérez +4 more
wiley +1 more source
Automated forest fire detection in ecological monitoring using enhanced deep learning networks. [PDF]
Akhyar A +4 more
europepmc +1 more source
ABSTRACT Heat induced delamination (HID) is a phenomenon in engineered wood products which may result in the detachment of the bonded timber lamellae before charring propagates to the bond line interphase. This study aims to correlate the thermal degradation of two 1‐c‐polyurethane adhesives at the microscale to the thermo‐hydro‐mechanical behaviour of
A. Čolić +4 more
wiley +1 more source
Remote sensing analysis of forest fire impacts on ecosystem productivity, greenhouse gas emissions, and fire risk in Pakistan. [PDF]
Shahzad F +7 more
europepmc +1 more source

