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1,041 Results Found

  • Article
  • Open Access
2 Citations
4,864 Views
15 Pages

The Moving Firefighter Problem

  • Bruno R. Gutiérrez-De-La-Paz,
  • Jesús García-Díaz,
  • Rolando Menchaca-Méndez,
  • Mauro A. Montenegro-Meza,
  • Ricardo Menchaca-Méndez and
  • Omar A. Gutiérrez-De-La-Paz

29 December 2022

The original formulation of the firefighter problem defines a discrete-time process where a fire starts at a designated subset of the vertices of a graph G. At each subsequent discrete time unit, the fire propagates from each burnt vertex to all of i...

  • Article
  • Open Access
14 Citations
12,062 Views
15 Pages

A Concept for Support of Firefighter Frontline Communication

  • Markus Scholz,
  • Dawud Gordon,
  • Leonardo Ramirez,
  • Stephan Sigg,
  • Tobias Dyrks and
  • Michael Beigl

16 April 2013

In an indoor firefighter mission, coordination and communication support are of the utmost importance. We present our experience from over five years of research with current firefighter support technology. In contrast to some large scale emergency r...

  • Technical Note
  • Open Access
2 Citations
1,935 Views
12 Pages

6 December 2024

Many firefighters have inadequate levels of physical fitness which can impair firefighting performance. Understanding the factors that influence exercise and fitness behaviors could help identify those less likely to stay physically fit. Methods: A s...

  • Article
  • Open Access
7 Citations
4,654 Views
19 Pages

An Exploratory Analysis of Firefighter Reproduction through Survey Data and Biomonitoring

  • Michelle Engelsman,
  • Andrew P. W. Banks,
  • Chang He,
  • Sandra Nilsson,
  • Debbie Blake,
  • Ayomi Jayarthne,
  • Zubaria Ishaq,
  • Leisa-Maree L. Toms and
  • Xianyu Wang

Firefighters are occupationally exposed to chemicals that may affect fertility. To investigate this effect, firefighters were recruited to contribute blood, urine, breast milk or semen samples to (1) evaluate chemical concentrations and semen paramet...

  • Feature Paper
  • Article
  • Open Access
7 Citations
4,085 Views
12 Pages

Detecting Chemical Vapor Diffusion through Firefighter Turnout Gear

  • Michelle A. Corbally,
  • Mary R. Williams,
  • Jessica N. Chappell and
  • Michael E. Sigman

Firefighters are exposed to burning materials that may release toxic partial combustion and pyrolysis products into the environment, including compounds listed as priority pollutants by the United States Environmental Protection Agency (EPA). A novel...

  • Article
  • Open Access
31 Citations
5,884 Views
11 Pages

Firefighter Overexertion: A Continuing Problem Found in an Analysis of Non-Fatal Injury Among Career Firefighters

  • Aurora B. Le,
  • Lily A. McNulty,
  • Mari-Amanda Dyal,
  • David M. DeJoy and
  • Todd D. Smith

Traditionally, safety-related research on firefighting has focused on fires and fireground smoke as the primary source of non-fatal firefighter injury. However, recent research has found that overexertion and musculoskeletal disorders may be the prim...

  • Article
  • Open Access
48 Citations
7,717 Views
13 Pages

Fitness Fights Fires: Exploring the Relationship between Physical Fitness and Firefighter Ability

  • Annmarie Chizewski,
  • Allyson Box,
  • Richard Kesler and
  • Steven J. Petruzzello

Background: Regular exercise in firefighters may be effective in preventing or attenuating ill health (e.g., hypertension, diabetes, and obesity), as well as improving their firefighting ability. The purpose of this study was to investigate the relat...

  • Article
  • Open Access
7 Citations
3,319 Views
11 Pages

Assessment of Volatile Compound Transference through Firefighter Turnout Gear

  • María José Aliaño-González,
  • Gemma Montalvo,
  • Carmen García-Ruiz,
  • Marta Ferreiro-González and
  • Miguel Palma

There is high concern about the exposure of firefighters to toxic products or carcinogens resulting from combustion during fire interventions. Firefighter turnout gear is designed to protect against immediate fire hazards but not against chemical age...

  • Article
  • Open Access
23 Citations
9,455 Views
9 Pages

The Impact of Occupational Tasks on Firefighter Hydration During a Live Structural Fire

  • Adam Walker,
  • Rodney Pope,
  • Ben Schram,
  • Richard Gorey and
  • Robin Orr

7 June 2019

Structural firefighting is a highly stressful occupation with firefighters performing intense bouts of physical activity in environmental extremes while wearing impermeable, heavy and restrictive personal protective equipment. The aim of this study w...

  • Review
  • Open Access
9 Citations
3,787 Views
18 Pages

The Emission Characteristics and Health Risks of Firefighter-Accessed Fire: A Review

  • Xuan Tian,
  • Yan Cheng,
  • Shiting Chen,
  • Song Liu,
  • Yanli Wang,
  • Xinyi Niu and
  • Jian Sun

12 October 2024

The exacerbation of wildfires caused by global warming poses a significant threat to human health and environmental integrity. This review examines the particulate matter (PM) and gaseous pollutants resulting from fire incidents and their impacts on...

  • Article
  • Open Access
1,445 Views
25 Pages

23 April 2025

Wildfire activity in the western United States has been on the rise since the mid-1980s, with longer, higher-risk fire seasons projected for the future. Prescribed burning mitigates the risk of extreme wildfire events, but such treatments are current...

  • Article
  • Open Access
13 Citations
5,345 Views
17 Pages

The More, the Better? Improving VR Firefighting Training System with Realistic Firefighter Tools as Controllers

  • Seunggon Jeon,
  • Seungwon Paik,
  • Ungyeon Yang,
  • Patrick C. Shih and
  • Kyungsik Han

29 October 2021

A virtual reality (VR) controller plays a key role in supporting interactions between users and the virtual environment. This paper investigates the relationship between the user experience and VR control device modality. We developed a VR firefighti...

  • Article
  • Open Access
2 Citations
1,252 Views
14 Pages

3 December 2024

A firefighter’s outfit consists of several layers with distinct properties and functions. These layers serve as barriers against external hazards but also impede the transport of sweat generated by the human body. As a result, sweat vapor often...

  • Article
  • Open Access
24 Citations
6,794 Views
17 Pages

Firefighter Observations of “Surprising” Fire Behavior in Mountain Pine Beetle-Attacked Lodgepole Pine Forests

  • Kevin Moriarty,
  • Antony S. Cheng,
  • Chad M. Hoffman,
  • Stuart P. Cottrell and
  • Martin E. Alexander

18 June 2019

The recent mountain pine beetle outbreak affecting lodgepole pine forests in the Rocky Mountains has created a novel fire environment for wildland firefighters. This paper presents results from an examination of firefighters’ observations of fi...

  • Article
  • Open Access
8 Citations
7,901 Views
11 Pages

The purpose of this study is to revise and modify the firefighter job-related performance tests from overseas to implement into the circumstances in Korea, examine its validity by analyzing the level of association between the test employed in the on...

  • Article
  • Open Access
1,983 Views
18 Pages

Impact of Age and Years in the Fire Service on Firefighter Health and Physical Performance Outcomes

  • Jisun Chun,
  • Michael J. Conner,
  • Jacob A. Mota,
  • Brian Newman,
  • J. Jay Dawes,
  • Steven E. Martin and
  • Drew Edward Gonzalez

8 August 2025

Background: Age is considered an independent cardiovascular disease (CVD) risk factor, but limited data exist concerning the impact of age and years in the fire service on firefighter health and physical performance. Objectives: We assessed the impac...

  • Article
  • Open Access
8 Citations
3,732 Views
10 Pages

Analysis of the Effectiveness of Decontamination Fluids on the Level of Biological Contamination of Firefighter Suits

  • Andrzej Polanczyk,
  • Aleksandra Piechota-Polanczyk,
  • Anna Dmochowska,
  • Malgorzata Majder-Lopatka and
  • Zdzislaw Salamonowicz

The scope of tasks of chemical and ecological rescue procedures includes prevention of terrorist attacks with biological weapons. After each action, firefighters are obliged to clean and disinfect their outfits to prevent the potential spreading of h...

  • Article
  • Open Access
7 Citations
5,960 Views
23 Pages

9 October 2019

Previous attempts to identify the environmental factors associated with firefighter entrapments in the United States have suggested that there are several common denominators. Despite the widespread acceptance of the assumed commonalities, few studie...

  • Article
  • Open Access
1,773 Views
19 Pages

A Cross-Sectional Assessment of the Individual- and Fire Department-Level Factors Affecting Volunteer Firefighter Cardiorespiratory Fitness

  • Nimit N. Shah,
  • Sara A. Jahnke,
  • Brittany S. Hollerbach,
  • Derrick L. Edwards,
  • Jason Roy,
  • Olivia A. Wackowski,
  • Alberto J. Caban-Martinez,
  • Taylor M. Black,
  • Kaleigh Hinton and
  • Judith M. Graber
  • + 2 authors

11 August 2025

Volunteer firefighters often have lower cardiorespiratory fitness (CRF) and less access to health monitoring and fitness programs than career firefighters, yet few studies explore how individual and departmental factors influence their CRF. This stud...

  • Article
  • Open Access
1,869 Views
25 Pages

1 August 2025

This study assessed the effectiveness of stress-based cognitive-behavioral training compared to standard training in firefighters, emphasizing their ability to distribute extinguishing water and cool environments evenly during enclosure fires. Experi...

  • Review
  • Open Access
31 Citations
17,007 Views
11 Pages

14 December 2018

Purpose: The objective of this review was to analyze the physiological impact of fire suppression on the human body. Design: The literature review included studies focused on workload requirements for common firefighting tasks, effect of health statu...

  • Review
  • Open Access
2 Citations
14,203 Views
26 Pages

Fueling the Firefighter and Tactical Athlete with Creatine: A Narrative Review of a Key Nutrient for Public Safety

  • Drew E. Gonzalez,
  • Scott C. Forbes,
  • Annette Zapp,
  • Andrew Jagim,
  • Joel Luedke,
  • Broderick L. Dickerson,
  • Alexandria Root,
  • Adriana Gil,
  • Sarah E. Johnson and
  • Richard B. Kreider
  • + 4 authors

28 September 2024

Background/Objectives: Firefighters, tactical police officers, and warriors often engage in periodic, intermittent, high-intensity physical work in austere environmental conditions and have a heightened risk of premature mortality. In addition, tough...

  • Review
  • Open Access
1 Citations
2,305 Views
17 Pages

For most individuals infected with SARS-CoV-2, the acute illness resolves completely. However, for millions of people, symptoms or sequelae from COVID-19 recur or persist for months to years after infection. Post-COVID-19 sequelae are wide-ranging, o...

  • Article
  • Open Access
5 Citations
2,385 Views
18 Pages

10 April 2024

Fires constitute a significant threat due to the pollutants emitted and the destruction they cause. People who take part in firefighting operations must be equipped with appropriate tools, including special clothing that will allow them to work and g...

  • Article
  • Open Access
16 Citations
6,062 Views
14 Pages

Modeling Wildland Firefighter Travel Rates by Terrain Slope: Results from GPS-Tracking of Type 1 Crew Movement

  • Patrick R. Sullivan,
  • Michael J. Campbell,
  • Philip E. Dennison,
  • Simon C. Brewer and
  • Bret W. Butler

15 September 2020

Escape routes keep firefighters safe by providing efficient evacuation pathways from the fire line to safety zones. Effectively utilizing escape routes requires a precise understanding of how much time it will take firefighters to traverse them. To i...

  • Article
  • Open Access
4 Citations
3,360 Views
18 Pages

28 October 2024

This study evaluates bushfire smoke as a workplace hazard for firefighters by characterising its chemical composition and potential health risks in Western Australia. Portable Fourier Transform Infrared (FTIR) spectrometry was used to measure airborn...

  • Article
  • Open Access
34 Citations
12,017 Views
19 Pages

Escape Route Index: A Spatially-Explicit Measure of Wildland Firefighter Egress Capacity

  • Michael J. Campbell,
  • Wesley G. Page,
  • Philip E. Dennison and
  • Bret W. Butler

8 July 2019

For wildland firefighters, the ability to efficiently evacuate the fireline is limited by terrain, vegetation, and fire conditions. The impacts of terrain and vegetation on evacuation time to a safety zone may not be apparent when considering potenti...

  • Article
  • Open Access
9 Citations
4,371 Views
12 Pages

Physiological Demands of a Self-Paced Firefighter Air-Management Course and Determination of Work Efficiency

  • Andrew R. Jagim,
  • Joel A. Luedke,
  • Ward C. Dobbs,
  • Thomas Almonroeder,
  • Adam Markert,
  • Annette Zapp,
  • Andrew T. Askow,
  • Richard M. Kesler,
  • Jennifer B. Fields and
  • Jacob L. Erickson
  • + 1 author

Firefighters often complete air management courses (AMC) to assess the ability to tolerate personal protective equipment, appropriately manage the breathing system and assess occupational performance. Little information is known relative to the physi...

  • Article
  • Open Access
1 Citations
3,981 Views
11 Pages

5 December 2018

The Seoul Metropolitan Government plans to build a new firefighter training academy (FTA) for urban disaster management. The Government needs information about its economic value to determine whether building a FTA is socially desirable. This paper a...

  • Article
  • Open Access
5 Citations
1,891 Views
19 Pages

27 July 2024

Firefighters are exposed to hazardous chemicals at fire scenes, including polycyclic aromatic hydrocarbons (PAHs) among many others, which pose significant health risks. Current laundering practices are ineffective at removing persistent contaminants...

  • Article
  • Open Access
1,829 Views
12 Pages

28 October 2025

Firefighters wear bunker gear for protection against thermal hazards during firefighting. Bunker gear are fabricated from superior-performance fibers and enhanced by chemical flame retardants to increase fire resistance. However, brominated flame ret...

  • Perspective
  • Open Access
1 Citations
5,498 Views
7 Pages

16 January 2022

Wildland firefighters continue to die in the line of duty. Flammable landscapes intersect with bold but good-intentioned doers and trigger entrapment—a situation where personnel is unexpectedly caught in fire behaviour-related, life-threatening...

  • Article
  • Open Access
9 Citations
3,731 Views
31 Pages

13 December 2022

The rescue operations’ environment can impair firefighters’ performance and increase the risk of injuries, e.g., burns and hyperthermia. The bulk and carried weight of heavy protection contributes to lower physical performance, higher met...

  • Article
  • Open Access
8 Citations
4,353 Views
19 Pages

14 December 2022

Currently, firefighter drones in Republic of Korea underperform due to the lack of take-off site reservations in advance. In order to address this issue, this study proposes a GIS-based multi-criteria model for selecting take-off and landing sites fo...

  • Article
  • Open Access
7 Citations
3,979 Views
10 Pages

18 June 2023

Safety-specific passive leadership has been negatively linked to diminished safety outcomes, including safety behaviors. However, this relationship is not fully understood. Research has not fully examined mediating factors that may be influenced by p...

  • Article
  • Open Access
8 Citations
3,700 Views
18 Pages

29 September 2022

Wildland firefighters must be able to maintain situational awareness to ensure their safety. Crew members, including lookouts and crew building handlines, rely on visibility to assess risk and communicate changing conditions. Geographic information s...

  • Article
  • Open Access
3 Citations
3,165 Views
24 Pages

Wildland Firefighter Estimated Ground Evacuation Time Modeling to Support Risk-Informed Decision-Making

  • Michael J. Campbell,
  • Benjamin M. Gannon,
  • Obaidur Rahman,
  • Richard D. Stratton and
  • Philip E. Dennison

20 August 2024

Wildland firefighters often work in remote settings with multiple hazards that can cause life-threatening injuries. Prompt access to medical care is key to reducing injury consequences. For the last decade, a spatial model of wildland firefighter est...

  • Article
  • Open Access
2,910 Views
11 Pages

7 June 2023

Firefighters are exposed to a complex mix of volatile and semi-volatile compounds from burning construction materials, consumer products, and other elements during fire suppression and rescue. These compounds can be absorbed onto the gear worn by fir...

  • Article
  • Open Access
60 Citations
38,719 Views
24 Pages

27 August 2019

Despite major advances in numerical weather prediction, few resources exist to forecast wildland fire danger conditions to support operational fire management decisions and community early-warning systems. Here we present the development and evaluati...

  • Article
  • Open Access
1,663 Views
14 Pages

This study examined the impact of a shift schedule change on firefighter sleep and health outcomes (n = 24). Firefighters from a U.S. department transitioned from a 24 h on, 48 h off (24/48) schedule to a 48 h on, 96 h off (48/96) schedule. Wrist act...

  • Article
  • Open Access
1 Citations
925 Views
20 Pages

Effects of Washing Conditions on PAH Removal Effectiveness in Firefighter Protective Clothing Materials

  • Sylwia Maria Krzemińska,
  • Małgorzata Szewczyńska,
  • Pamela Miśkiewicz and
  • Witold Sygocki

30 August 2025

This study analyzes the effects of washing conditions on polycyclic aromatic hydrocarbon (PAH) content in firefighter protective clothing. The analysis involved specially prepared textile packages made of materials used in such clothing: an outer she...

  • Article
  • Open Access
2,839 Views
21 Pages

29 April 2024

The firefighting protective suits (FPSs) of firefighters at fire scenes affect their health and safety. However, the association between firefighters’ health awareness of occupational exposure risks and the FPS use, washing and management remai...

  • Article
  • Open Access
16 Citations
5,490 Views
14 Pages

The Development of a Sleep Intervention for Firefighters: The FIT-IN (Firefighter’s Therapy for Insomnia and Nightmares) Study

  • Eun Hee Jang,
  • Yujin Hong,
  • Yeji Kim,
  • Sangha Lee,
  • Yeonsoon Ahn,
  • Kyoung Sook Jeong,
  • Tae-Won Jang,
  • Hyejin Lim,
  • Eunha Jung and
  • Sooyeon Suh
  • + 2 authors

Background: Firefighters are vulnerable to irregular sleep patterns and sleep disturbance due to work characteristics such as shift work and frequent dispatch. However, there are few studies investigating intervention targeting sleep for firefighters...

  • Article
  • Open Access
6 Citations
3,508 Views
15 Pages

Perceptions of Turkish Forest Firefighters on In-Service Trainings

  • Ismail Safak,
  • Taner Okan and
  • Devrim Karademir

18 January 2023

Forest ecosystems in the Mediterranean Basin experience frequent forest fires, and the risk of hazards to people and assets is expected to increase in the face of climate change. Turkey is one of the countries in the Mediterranean Basin that has face...

  • Article
  • Open Access
3 Citations
1,624 Views
12 Pages

Preliminary Assessment of Tunic Off-Gassing after Wildland Firefighting Exposure

  • Kiam Padamsey,
  • Adelle Liebenberg,
  • Ruth Wallace and
  • Jacques Oosthuizen

14 September 2024

Evidence has previously shown that outer tunics (turnout coats) worn by firefighters at structural fires are contaminated with harmful chemicals which subsequently off-gas from the material. However, there is limited research on whether this phenomen...

  • Article
  • Open Access
32 Citations
7,514 Views
10 Pages

Exercise and Occupational Stress among Firefighters

  • Elpidoforos S. Soteriades,
  • Paris Vogazianos,
  • Federica Tozzi,
  • Athos Antoniades,
  • Eleftheria C. Economidou,
  • Lilia Psalta and
  • George Spanoudis

The aim of our study was to evaluate the potential association between physical activity and occupational stress among firefighters. Data were collected from Cypriot firefighters through a web-based battery of internationally validated questionnaires...

  • Article
  • Open Access
8 Citations
4,001 Views
12 Pages

Anti-Müllerian Hormone Levels among Female Firefighters

  • Samantha Davidson,
  • Sara Jahnke,
  • Alesia M. Jung,
  • Jefferey L. Burgess,
  • Elizabeth T. Jacobs,
  • Dean Billheimer and
  • Leslie V. Farland

Female firefighters have occupational exposures which may negatively impact their reproductive health. Anti-müllerian hormone (AMH) is a clinical marker of ovarian reserve. We investigated whether AMH levels differed in female firefighters compa...

  • Review
  • Open Access
4 Citations
5,514 Views
24 Pages

Breast Cancer-Related Chemical Exposures in Firefighters

  • Bethsaida Cardona,
  • Kathryn M. Rodgers,
  • Jessica Trowbridge,
  • Heather Buren and
  • Ruthann A. Rudel

28 September 2024

To fill a research gap on firefighter exposures and breast cancer risk, and guide exposure reduction, we aimed to identify firefighter occupational exposures linked to breast cancer. We conducted a systematic search and review to identify firefighter...

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