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Fire, Volume 9, Issue 3

2026 March - 44 articles

Cover Story: Fire regulates forest carbon dynamics. This study evaluates post-fire aboveground biomass recovery (1984-2017) and total biomass accumulation in western US conifer forests that historically experienced low-severity, high-frequency fire regimes using Global Ecosystem Dynamic Investigations (GEDI) data. None of the ecodomains studied recovered pre-fire biomass within five decades, indicating persistent carbon deficits after fire. Recovery comparable to unburned forests occurred only under low-severity fires consistent with historical regimes, while higher-severity fires produced slower and divergent recovery trajectories. Biomass recovery was primarily controlled by time since fire and fire severity, with additional influences from drought, elevation, fire size, and proximity to unburned refugia. View this paper
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Articles (44)

  • Article
  • Open Access
1,729 Views
18 Pages

A Real-Time 2D Spatiotemporal Fire Spread Forecasting Artificial Intelligence Agent

  • Yoonseok Kim,
  • Stephen Cha,
  • Jaehwan Oh,
  • Deokhui Lee,
  • Taesoon Kwon,
  • Seokwoo Hong,
  • Jonghoon Kim and
  • Kyohyuk Lee

23 March 2026

During a tunnel fire, the foremost priority is the safe evacuation of passengers. Extreme temperatures and toxic combustion products can quickly lead to mass casualties, so evacuation support systems require fast forecasts of how hazardous conditions...

(This article belongs to the Special Issue Artificial Intelligence in 3D Fire Modeling and Simulation)
  • Article
  • Open Access
2 Citations
1,595 Views
51 Pages

A Hybrid Digital CO2 Emission-Control Technology for Maritime Transport: Physics-Informed Adaptive Speed Optimization on Fixed Routes

  • Doru Coșofreț,
  • Florin Postolache,
  • Adrian Popa,
  • Octavian Narcis Volintiru and
  • Daniel Mărășescu

23 March 2026

This paper proposes a physics-informed hybrid digital CO2 emission-control technology for maritime transport, designed for adaptive ship speed optimization along a predefined geographical route between two ports, discretized into quasi-stationary seg...

(This article belongs to the Special Issue Novel Combustion Technologies for CO2 Capture and Pollution Control)
  • Article
  • Open Access
2 Citations
2,651 Views
20 Pages

Wildfire Risk Assessment in the Mediterranean Under Climate Change

  • Ioannis Zarikos,
  • Nadia Politi,
  • Effrosyni Karakitsou,
  • Εirini Barianaki,
  • Nikolaos Gounaris,
  • Diamando Vlachogiannis and
  • Athanasios Sfetsos

23 March 2026

This study presents a comprehensive wildfire risk assessment framework for Rhodes Island, Greece, aimed at quantifying the impacts of climate change on hazard levels and vulnerability in a typical Mediterranean environment. The approach integrates Fi...

(This article belongs to the Topic Disaster Risk Management and Resilience)
  • Article
  • Open Access
1,825 Views
14 Pages

20 March 2026

Building materials’ fire properties directly affect the fire risk of buildings. Ignition, the initiating event of any building fire, occurs when a heat source ignites surrounding combustible materials. Although several parameters—such as...

(This article belongs to the Section Mathematical Modelling and Numerical Simulation of Combustion and Fire)
  • Article
  • Open Access
1,394 Views
32 Pages

20 March 2026

To analyze the fire resistance performance of the substation framework protected by fire-retardant coating, herringbone column structure substation frameworks under heating curve conditions specified by the ISO 834 standard were simulated using ABAQU...

(This article belongs to the Special Issue Fire Safety in the Built Environment)
  • Article
  • Open Access
2 Citations
1,811 Views
23 Pages

Satellite-Constrained Estimation of Emissions from Crop Residue Open Burning in Guangxi, Southern China (2017–2023)

  • Xinjie He,
  • Dewei Yang,
  • Qiting Huang,
  • Cunsui Liang,
  • Yingpin Yang,
  • Guoxue Xie,
  • Zelin Qin,
  • Runxi Pan and
  • Yuning Xie

20 March 2026

Crop residue open burning is a major source of atmospheric pollutants that degrade regional air quality, enhance climate forcing, and threaten public health through emissions of particulate matter, greenhouse gases, and toxic species. In southern Chi...

  • Review
  • Open Access
1 Citations
2,397 Views
31 Pages

19 March 2026

Wildfires are increasingly complex and geographically dynamic phenomena that require timely and context-sensitive decision support across the management cycle. Artificial intelligence (AI) has been widely applied to wildfire detection, prediction, an...

  • Article
  • Open Access
1 Citations
1,091 Views
14 Pages

Post-Fire Predation Risk in the Black Cicada Tibicina quadrisignata

  • Pere Pons,
  • Roger Puig-Gironès,
  • Josep M. Bas and
  • Carles Tobella

18 March 2026

The background modification of ecosystems affected by fire can cause black or dark colours in animals to become adaptive, providing better protection against visually oriented predators. We surveyed fire-prone Mediterranean woodlands to describe the...

  • Article
  • Open Access
956 Views
18 Pages

18 March 2026

To address the challenges of rapid water loss and insufficient long-term inhibition efficiency of conventional inhibitors in the high-temperature environments of deep goafs, a novel, environmentally friendly Deep Eutectic Inhibitor (DEI) was synthesi...

(This article belongs to the Special Issue Fire Suppression and Explosion Mitigation: Innovations in Materials and Mechanisms)
  • Article
  • Open Access
1,219 Views
18 Pages

17 March 2026

Accurate identification of fire smoke is a key link in realizing early fire prevention and control. Traditional intelligent video and image processing technologies are significantly restricted by environmental factors, with weak anti-interference cap...

(This article belongs to the Special Issue Fire Risk Management and Emergency Prevention)
  • Article
  • Open Access
6 Citations
2,346 Views
21 Pages

17 March 2026

This study explores the viability of condensate petroleum, an ultra-light hydrocarbon derived from natural gas production, as an alternative diesel engine fuel. The researchers tested six different fuel blends, increasing the condensate volume by 10%...

(This article belongs to the Special Issue Combustion Process, Emission Control, and Energy Generation in Internal Combustion Engines)
  • Article
  • Open Access
1 Citations
1,392 Views
20 Pages

16 March 2026

Anthropogenic wildfires account for the majority of wildfire ignitions in human-dominated landscapes, yet their spatial drivers remain insufficiently understood at national scales. This study aims to identify key factors influencing anthropogenic wil...

(This article belongs to the Special Issue Machine Learning (ML) and Deep Learning (DL) Applications in Wildfire Science: Principles, Progress and Prospects (2nd Edition))
  • Article
  • Open Access
1 Citations
2,227 Views
34 Pages

Fire Simulation of Battery Electric Car Transporters in Road Tunnels: A CFD Study

  • Mohammad I. Alzghoul,
  • Suhaib M. Hayajneh and
  • Jamal Nasar

13 March 2026

The adoption of electric vehicles (EVs) has posed new challenges to fire safety, especially when multiple EVs are transported on electric trailers, as limited studies exist on heavy electric vehicle transportation and little research has been conduct...

(This article belongs to the Section Mathematical Modelling and Numerical Simulation of Combustion and Fire)
  • Article
  • Open Access
1,825 Views
21 Pages

Research on Highly Suspected True Alarm Model for Fire Alarm Data Based on Deep Learning Method

  • Xueming Shu,
  • Cheng Li,
  • Yixin Xu,
  • Jingwu Wang,
  • Yinuo Huo and
  • Juanxia He

13 March 2026

With the widespread application of automatic fire alarm systems in various types of buildings, the problem of fire false alarms has gradually become prominent, which not only causes resource waste, but also may reduce users’ trust in the alarm...

  • Article
  • Open Access
1,295 Views
18 Pages

12 March 2026

An experimental study was conducted to quantitatively assess the separate effects of smoke-layer height and temperature on fire spread along a cable tray in a compartment. Smoke-layer height was controlled by varying the opening height (h) using side...

(This article belongs to the Special Issue Advances in Fire Science and Fire Protection Engineering)
  • Article
  • Open Access
1,618 Views
23 Pages

Comparative Study on Residual Capacity of Fire-Damaged Rectangular and T-Shaped Concrete Beams

  • Manish K. Sah,
  • Pratik Bhatt,
  • Vasant A. Matsagar,
  • Heesun Kim and
  • Venkatesh K. R. Kodur

12 March 2026

In this study, the comparative residual performance of fire-exposed reinforced concrete (RC) beams with rectangular and T-shaped cross-sections is investigated. Two concrete beams, one with a T-section and the other with a rectangular section, were t...

(This article belongs to the Special Issue Fire Safety in the Built Environment)
  • Article
  • Open Access
1,849 Views
19 Pages

Enhancing Fire Safety Education Through PLC and HMI-Driven Interactive Learning

  • Musa Al-Yaman,
  • Miral AlMashayeikh,
  • Majd AlFedailat,
  • Ahmad M. A. Malkawi and
  • Majid Al-Taee

12 March 2026

Fire safety plays a vital role in protecting lives, property, and the environment, and it keeps communities and organizations running safely. Many existing fire pump control systems fall short in educational and small-to-medium industrial settings: t...

  • Essay
  • Open Access
1,094 Views
13 Pages

Effect of Outlet Pressure on Foam Performance in a Compressed Air Foam System

  • Qing Ma,
  • Chang Liu,
  • Xiaobin Li,
  • Dawei Li,
  • Xinzhe Li and
  • Yixuan Wu

10 March 2026

This study investigates how outlet pressure influences the fire suppression performance of a compressed air foam system (CAFS), with the aim of supporting system optimization and engineering applications. An experimental apparatus for foam performanc...

  • Article
  • Open Access
2 Citations
2,220 Views
22 Pages

6 March 2026

Recently, numerous countries have experienced devastating wildfires, leading to significant destruction and loss of life. These catastrophic events highlight the shortcomings in current building regulations and testing methods. There is a pressing ne...

(This article belongs to the Special Issue Fire Safety in the Built Environment)
  • Article
  • Open Access
1,454 Views
23 Pages

6 March 2026

The prevalence of high-rack warehouses and large-space facilities with high ceilings poses significant challenges to traditional automatic sprinkler systems, which often exhibit activation delays and limited suppression efficacy. This study investiga...

  • Article
  • Open Access
2 Citations
2,185 Views
17 Pages

Characterization of Smoke Emissions from Wood and Plastic Combustion Under Controlled Conditions

  • Yulin Wu,
  • Rui Li,
  • Mengying Zhang,
  • Jiaxin Shi,
  • Fan Zhou,
  • Mazyar Etemadzadeh,
  • Md Jakir Hossain,
  • Md Jalal Uddin Rumi and
  • Guowen Song

6 March 2026

Fire smoke, rich in toxic ultrafine particles and polycyclic aromatic hydrocarbons (PAHs), poses significant health risks to first responders and vulnerable populations. In this study, a reproducible combustion–smoke simulation platform was dev...

  • Article
  • Open Access
1,523 Views
23 Pages

5 March 2026

Person Re-identification (Re-ID) plays an important role in dynamic evacuation path planning and safety monitoring. However, rapid appearance changes and limited long-term surveillance data significantly degrade model robustness in emergency scenario...

(This article belongs to the Special Issue Fire Safety Technology and Intelligent Evacuation)
  • Article
  • Open Access
1,500 Views
20 Pages

3 March 2026

In night-time construction scenarios of under-construction nuclear power plants, some yellow lights and open flames exhibit highly similar visual characteristics, resulting in frequent false alarms of fire sources. Such false alarm information tends...

(This article belongs to the Special Issue Fire Risk Management and Emergency Prevention)
  • Article
  • Open Access
1,733 Views
20 Pages

3 March 2026

In Canada and elsewhere, there is an ascendancy of a whole-of-society approach that centres shared responsibility for wildfire management. This article engages the debates on the rise of shared responsibility for wildfire management to argue that thi...

(This article belongs to the Section Fire Social Science)
  • Article
  • Open Access
1,721 Views
15 Pages

3 March 2026

The fire performance of ventilated facade systems incorporating combustible insulation remains a critical issue in contemporary building design. This study presents a full-scale natural-fire test of a ventilated, rendered facade system containing 150...

(This article belongs to the Special Issue Behavior of Structural Building Materials in Fire)
  • Article
  • Open Access
1 Citations
1,400 Views
34 Pages

3 March 2026

Wildland fires, including surface and crown fires, present significant challenges for ecosystems and forest management. Accurate fire modelling is crucial for risk assessment and mitigation strategies. The Fire Dynamics Simulator (FDS) v6.8.0, develo...

(This article belongs to the Special Issue Combustion and Fire Safety of Wood: From Built Environments to Forests)
  • Article
  • Open Access
2 Citations
1,906 Views
25 Pages

Numerical Investigation of Surface–Atmosphere Interaction and Fire Danger in Northern Portugal: Insights into the Wildfires on July 29, 2025

  • Flavio Tiago Couto,
  • Cátia Campos,
  • Federico Javier Beron de la Puente,
  • Paulo Vítor de Albuquerque Mendes,
  • Hugo Nunes Andrade,
  • Katyelle Ferreira da Silva Bezerra,
  • Nuno Andrade,
  • Filippe Lemos Maia Santos,
  • Natalia Verónica Revollo and
  • Rui Salgado
  • + 1 author

2 March 2026

The 2025 fire season in Portugal was marked by large fires, underscoring the vulnerability of the forested areas to fire. The study analyzes the main meteorological conditions during a critical period of fire activity and addresses the following ques...

(This article belongs to the Section Mathematical Modelling and Numerical Simulation of Combustion and Fire)
  • Article
  • Open Access
2 Citations
1,504 Views
26 Pages

2 March 2026

In this study, a deep learning-based multimodal framework is presented for forest fire detection using RGB images, which synthetically generates night-vision-like, white-hot, and green-hot pseudo-thermal representations. The synthetic modalities are...

(This article belongs to the Special Issue Machine Learning (ML) and Deep Learning (DL) Applications in Wildfire Science: Principles, Progress and Prospects (2nd Edition))
  • Article
  • Open Access
928 Views
24 Pages

Wind Speed Prediction Based on AM-BiLSTM Improved by PSO-VMD for Forest Fire Spread

  • Haining Zhu,
  • Shuwen Liu,
  • Huimin Jia,
  • Sanping Li,
  • Liangkuan Zhu and
  • Xingdong Li

2 March 2026

This study focuses on enhancing wind speed prediction for wildfire spread simulation by proposing an integrated forecasting approach. The original wind speed series is first processed via variational mode decomposition (VMD), with its parameters [K,...

(This article belongs to the Special Issue Smart Firefighting Technologies and Advanced Materials)
  • Review
  • Open Access
5 Citations
2,431 Views
27 Pages

2 March 2026

Two-dimensional cellular automata (CA) models are widely used for wildfire simulation due to their clean representation of environment and fire mechanics and their computational efficiency. In this review we describe the mechanisms through which fore...

(This article belongs to the Special Issue Firebreak Optimization in Fire Prevention)
  • Article
  • Open Access
1,094 Views
21 Pages

Applying an Interpretable Deep Learning Model to Identify Wildfire-Prone Areas in Southwest China

  • Chenyu Ma,
  • Siquan Yang,
  • Jing Cui,
  • Qiang Li,
  • Qichao Yao,
  • De Zhang,
  • Jiachang Guo,
  • Xinqian Wang and
  • Chong Qu

1 March 2026

Assessing wildfire susceptibility requires integrating environmental and anthropogenic factors to quantify the probability and vulnerability of fires in a given area. Many existing machine-learning models offer high predictive power but limited inter...

(This article belongs to the Topic AI for Natural Disasters Detection, Prediction and Modeling)
  • Article
  • Open Access
1,034 Views
27 Pages

Block-Unit-Based Method for Delineating Fire Station Response Zones Using Real-Time Traffic Data

  • Yanglong Wu,
  • Diping Yuan,
  • Dingli Liu,
  • Weijun Liu,
  • Zhe Cheng,
  • Guohua Wu,
  • Kang Liu and
  • Lei Zou

27 February 2026

The effective delineation of fire station response zones is critical for urban public safety planning, yet traditional methods often fail to account for dynamic traffic conditions, leading to suboptimal resource allocation. This study proposes a nove...

  • Article
  • Open Access
1,090 Views
20 Pages

Stones as Fire Refugia for Ground-Dwelling Macroinvertebrates: Management Implications in Mediterranean Forestry

  • João R. L. Puga,
  • Jan J. Keizer,
  • Francisco Moreira and
  • Nelson J. C. Abrantes

26 February 2026

Fire refugia are critical for post-disturbance recovery, yet microhabitats such as stones remain understudied despite their ubiquity and thermal persistence. This study tested whether the depth- and area-dependent refugial capacity of stones previous...

  • Article
  • Open Access
1,173 Views
16 Pages

Climate-Driven Changes in Wildfire Hazard and Implications for Resilient Building Design

  • Henry Lu,
  • Abhishek Gaur,
  • Sandy Erni,
  • Jamie Sandison and
  • Noureddine Bénichou

26 February 2026

Wildfires pose a significant hazard to buildings and communities located at the wildland–urban interface (WUI) in Canada. Climate change is expected to intensify the duration, frequency, and severity of the wildfires. Current hazard assessments...

(This article belongs to the Section Fire Research at the Science–Policy–Practitioner Interface)
  • Article
  • Open Access
1,503 Views
16 Pages

26 February 2026

Long-term fire histories are well-documented across most North American temperate forest systems, yet the fire regimes of high-alpine treeline environments remain poorly understood. Here, we present a millennial-scale fire history from the Sawtooth F...

  • Article
  • Open Access
779 Views
14 Pages

26 February 2026

Ammonia has great potential as a clean energy alternative and can contribute to reducing carbon emissions from conventional fossil fuels. To investigate the combustion characteristics of ammonia-doped natural gas and to evaluate its feasibility for p...

(This article belongs to the Special Issue Fire and Explosion Safety with Risk Assessment and Early Warning)
  • Article
  • Open Access
6 Citations
1,903 Views
18 Pages

25 February 2026

This study investigates the pyrolysis behavior of loblolly pine through thermogravimetric (TGA) and derivative thermogravimetric (DTG) analysis under varying nitrogen flow rates of 5–40 mL min−1 and heating rates of 5–20 °C min&...

(This article belongs to the Special Issue Thermochemical Conversion Systems)
  • Review
  • Open Access
5 Citations
3,542 Views
53 Pages

25 February 2026

Wildland fire behaviour is strongly governed by the coupled effects of wind and terrain slope, yet the literature remains fragmented across experimental, empirical, mathematical, and physics-based modelling traditions. A systematic scoping review wit...

(This article belongs to the Special Issue Experimental and Numerical Investigations into Fire Dynamics in Enclosed and Open Spaces)
  • Article
  • Open Access
1,520 Views
24 Pages

Exploring the Fire Regime in Gilé National Park, Zambézia Province, Central Mozambique

  • João C. Domingos,
  • Frédérique Montfort,
  • Sá N. Lisboa,
  • Victorino Buramuge,
  • Annae Senkoro,
  • Ivete S. Maquia,
  • Ana I. Ribeiro-Barros and
  • Natasha S. Ribeiro

25 February 2026

The Gilé National Park (PNAG for its acronym in Portuguese), located in central Mozambique is one of the most important protected areas in the country. It is one of the last remnants of intact Miombo woodlands, providing critical habitat for e...

  • Article
  • Open Access
1,118 Views
18 Pages

Experimental and Numerical Study of Vegetation Moisture Content on Wildfire Intensity: The Seasonal Effect

  • Dominique Cancellieri,
  • Valérie Leroy-Cancellieri,
  • Jean-Louis Rossi,
  • Thierry Marcelli,
  • Sofiane Meradji and
  • François-Joseph Chatelon

25 February 2026

This study presents the Moisture Dynamic Model (MDM), a new semi-physical formulation designed to estimate Fuel Moisture Content (FMC) using only air temperature and relative humidity. The core innovation of this work lies in the introduction of an A...

(This article belongs to the Section Fire Research at the Science–Policy–Practitioner Interface)
  • Article
  • Open Access
3,374 Views
18 Pages

A Refined Theoretical Model for Predicting Jet Fire Length from High-Pressure Hydrogen Leaks: Integration of Real-Gas Effects and Parametric Analysis

  • Jia-Wen Liu,
  • Xue-Li Li,
  • Run-Qi Song,
  • Yi Fang,
  • En-Ming Zhu,
  • Yi-Ming Dai,
  • Jeong-Tae Kwon,
  • Ji-Qiang Li and
  • Yao Wang

24 February 2026

Aiming at the insufficient integration of real-gas effects and the unclear parameter influence mechanisms in predicting high-pressure hydrogen leakage flame length, this paper proposes a refined predictive model that systematically incorporates the r...

(This article belongs to the Special Issue Clean Combustion and New Energy)
  • Article
  • Open Access
1 Citations
1,655 Views
15 Pages

Higher-Severity Fires Weaken Aboveground Biomass Recovery in Western US Conifer Forests

  • Nayani Ilangakoon,
  • R. Chelsea Nagy,
  • Virginia Iglesias and
  • Jennifer K. Balch

24 February 2026

Coniferous forests account for 78% of the western US forests and store a substantial amount of carbon. Wildfires significantly alter vegetation structure and associated forest carbon stocks. This study evaluates postfire biomass recovery trajectories...

(This article belongs to the Section Fire Science Models, Remote Sensing, and Data)
  • Article
  • Open Access
1 Citations
2,042 Views
20 Pages

Drivers and Spatial Patterns of Burned Area in High-Andean Páramos

  • Jhonatan Julián Díaz-Timoté,
  • Laura Obando-Cabrera,
  • Swanni T. Alvarado and
  • Stijn Hantson

24 February 2026

Páramos, high-mountain tropical ecosystems, are crucial for carbon storage and water regulation for many Andean cities. However, they are subjected to wildland fires that threaten the ecosystem services they provide. Fire activity varies subst...

  • Article
  • Open Access
1,733 Views
10 Pages

24 February 2026

Combustion duration is a fire behaviour feature relevant for both the effects and management of fire. We burned small-scale laboratory fuel beds (n = 135) of eight fuel types and developed empirical models to describe variation in flame residence and...

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Fire - ISSN 2571-6255