Skip to Content

167 Results Found

  • Article
  • Open Access
1,837 Views
30 Pages

Modeling Firebrand Spotting in WRF-Fire for Coupled Fire–Weather Prediction

  • Maria Frediani,
  • Kasra Shamsaei,
  • Timothy W. Juliano,
  • Hamed Ebrahimian,
  • Branko Kosović,
  • Jason C. Knievel and
  • Sarah A. Tessendorf

23 September 2025

This study develops, implements, and evaluates the Firebrand Spotting parameterization within the WRF-Fire coupled fire–atmosphere modeling system. Fire spotting is an important mechanism characterizing fire spread in wind-driven events. It can...

  • Systematic Review
  • Open Access
2 Citations
3,297 Views
49 Pages

A Systematic Review of Models for Fire Spread in Wildfires by Spotting

  • Edna Cardoso,
  • Domingos Xavier Viegas and
  • António Gameiro Lopes

3 October 2025

Fire spotting (FS), the process by which firebrands are lofted, transported, and ignite new fires ahead of the main flame front, plays a critical role in escalating extreme wildfire events. This systematic literature review (SLR) analyzes peer-review...

  • Communication
  • Open Access
4 Citations
9,160 Views
9 Pages

20 November 2021

The California Spotted Owl is an imperiled species that selects mature conifer forests for nesting and roosting while actively foraging in the “snag forest habitat” created when fire or drought kills most of the trees in patches. Federal agencies bel...

  • Abstract
  • Open Access
1,764 Views
2 Pages

Wildfire propagation is a non-linear and multiscale system in which multiple physical and chemical processes are involved. One critical mechanism in the spread of wildfires is so-called fire-spotting: a random phenomenon that occurs when embers are t...

  • Proceeding Paper
  • Open Access
1 Citations
2,403 Views
10 Pages

Spotting is an important fire spread mechanism and cause of fireline breaches, yet current models provide only coarse metrics of spotting behavior that are underutilized in fire operations. We developed a spatial framework to quantify and map potenti...

  • Article
  • Open Access
10 Citations
2,678 Views
15 Pages

Study on Spatial-Distribution Characteristics Based on Fire-Spot Data in Northern China

  • Yuping Tian,
  • Zechuan Wu,
  • Shaojie Bian,
  • Xiaodi Zhang,
  • Bin Wang and
  • Mingze Li

4 June 2022

Forest fires are an important disturbance in forest ecosystems and can affect the structure and function of forests. These must be mitigated, to eliminate the associated harmful impacts on forests and the environment as well as to have a healthy and...

  • Article
  • Open Access
32 Citations
7,336 Views
21 Pages

Analysis of Variation in Distance, Number, and Distribution of Spotting in Southeast Australian Wildfires

  • Michael A. Storey,
  • Owen F. Price,
  • Ross A. Bradstock and
  • Jason J. Sharples

28 April 2020

Spotting during wildfires can significantly influence the way wildfires spread and reduce the chances of successful containment by fire crews. However, there is little published empirical evidence of the phenomenon. In this study, we have analysed sp...

  • Article
  • Open Access
10 Citations
3,322 Views
13 Pages

Spatial Clustering of Vegetation Fire Intensity Using MODIS Satellite Data

  • Upenyu Naume Mupfiga,
  • Onisimo Mutanga,
  • Timothy Dube and
  • Pedzisai Kowe

25 November 2022

This work analyses the spatial clustering of fire intensity in Zimbabwe, using remotely sensed Moderate Resolution Imaging Spectroradiometer (MODIS) active fire occurrence data. In order to investigate the spatial pattern of fire intensity, MODIS-der...

  • Article
  • Open Access
24 Citations
4,747 Views
21 Pages

Influence of Straw Burning on Urban Air Pollutant Concentrations in Northeast China

  • Zhenzhen Wang,
  • Jianjun Zhao,
  • Jiawen Xu,
  • Mingrui Jia,
  • Han Li and
  • Shijun Wang

Northeast China is China’s primary grain production base. A large amount of crop straw is incinerated every spring and autumn, which greatly impacts air quality. To study the degree of influence of straw burning on urban pollutant concentration...

  • Article
  • Open Access
13 Citations
3,322 Views
17 Pages

NPP and Carbon Emissions under Forest Fire Disturbance in Southwest and Northeast China from 2001 to 2020

  • Wenyi Zhang,
  • Yanrong Yang,
  • Cheng Hu,
  • Leying Zhang,
  • Bo Hou,
  • Weifeng Wang,
  • Qianqian Li and
  • Yansong Li

12 May 2023

With climate change, frequent forest fires and prolonged fire period occur all over the world. Moreover, carbon emission from forest fire affects the carbon cycle of the forest ecosystem. However, this effect varies by region with no uniform conclusi...

  • Article
  • Open Access
24 Citations
6,901 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
48 Citations
11,222 Views
25 Pages

Evaluating the Ability of FARSITE to Simulate Wildfires Influenced by Extreme, Downslope Winds in Santa Barbara, California

  • Katelyn Zigner,
  • Leila M. V. Carvalho,
  • Seth Peterson,
  • Francis Fujioka,
  • Gert-Jan Duine,
  • Charles Jones,
  • Dar Roberts and
  • Max Moritz

10 July 2020

Extreme, downslope mountain winds often generate dangerous wildfire conditions. We used the wildfire spread model Fire Area Simulator (FARSITE) to simulate two wildfires influenced by strong wind events in Santa Barbara, CA. High spatial-resolution i...

  • Article
  • Open Access
2 Citations
3,239 Views
22 Pages

17 September 2023

Fires in photovoltaic modules are caused by hot spots, which are typically monitored by thermal images. This method helps visualize the hot spot, but it is affected by the environment (solar irradiance, wind, ambient temperature) and is not reproduci...

  • Abstract
  • Open Access
1,470 Views
2 Pages

Several cross-sectional studies recognize that conductive climatic conditions, including grave weather conditions favorable for ignition, larger burned areas, increasing fuel load and longer fire season, can lead to extreme events and enable fires to...

  • Article
  • Open Access
1 Citations
3,350 Views
18 Pages

Predicting Wildfire Ember Hot-Spots on Gable Roofs via Deep Learning

  • Mohammad Khaled Al-Bashiti,
  • Dac Nguyen,
  • M. Z. Naser and
  • Nigel B. Kaye

25 April 2024

Ember accumulation on and around homes can lead to spot fires and home ignition. Post wildland fire assessments suggest that this mechanism is one of the leading causes of home destruction in wildland urban interface (WUI) fires. However, the process...

  • Communication
  • Open Access
5 Citations
5,522 Views
11 Pages

14 April 2021

The Spotted Owl is a rare and declining raptor inhabiting low/middle-elevation forests of the Pacific Northwest, California, and the Southwest in the USA. It is well established that Spotted Owls select dense, mature, or old forests for nesting and r...

  • Article
  • Open Access
9 Citations
2,870 Views
19 Pages

Quantifying Litter Bed Ignitability: Comparison of a Laboratory and Field Method

  • Jamie E. Burton,
  • Alexander I. Filkov,
  • Bianca J. Pickering,
  • Trent D. Penman and
  • Jane G. Cawson

10 January 2023

Understanding the conditions when litter beds will ignite from firebrands is critical for predicting spot fire occurrence. Such research is either field- or laboratory-based, with limited analysis to compare the approaches. We examined the ability of...

  • Article
  • Open Access
1 Citations
2,107 Views
15 Pages

28 November 2024

The ignition of combustible materials by electric welding spatters represents a significant cause of fires in welding operations, and the current intensity is a sensitive factor that affects the ignition capacity of welding spatters. In this work, th...

  • Article
  • Open Access
3 Citations
2,288 Views
24 Pages

27 June 2024

This study compares reconciliation techniques and base forecast methods to forecast a hierarchical time series of the number of fire spots in Brazil between 2011 and 2022. A three-level hierarchical time series was considered, comprising fire spots i...

  • Article
  • Open Access
21 Citations
5,659 Views
18 Pages

The Southeastern U.S. Prescribed Fire Permit Database: Hot Spots and Hot Moments in Prescribed Fire across the Southeastern U.S.A.

  • Karen Cummins,
  • Joseph Noble,
  • J. Morgan Varner,
  • Kevin M. Robertson,
  • J. Kevin Hiers,
  • Holly K. Nowell and
  • Eli Simonson

24 September 2023

Prescribed fire is an important land conservation tool to meet ecological, cultural, and public safety objectives across terrestrial ecosystems. While estimates of prescribed burning in the U.S.A. exceed 4.5 million hectares annually, tracking the ex...

  • Article
  • Open Access
2,821 Views
13 Pages

27 October 2023

Olefins are crucial building blocks for petrochemical industry, serving as raw materials for the production of various products such as plastics, synthetic fibers, detergents, solvents, and other chemicals. In FCC, heavy petroleum feedstocks are inje...

  • Article
  • Open Access
793 Views
25 Pages

28 August 2025

With the rapid expansion of variable renewable energy, coal-fired units are increasingly operated at low load, where non-convex cost characteristics pose challenges for spot market clearing. This study reviews and improves existing low-load generatio...

  • Article
  • Open Access
3 Citations
2,969 Views
15 Pages

1 July 2024

Forest fires cause extensive damage to ecosystems, biodiversity, and human property, posing significant challenges for emergency response and resource management. The accurate and timely delineation of forest fire perimeters is crucial for mitigating...

  • Review
  • Open Access
273 Citations
29,282 Views
29 Pages

Airborne Optical and Thermal Remote Sensing for Wildfire Detection and Monitoring

  • Robert S. Allison,
  • Joshua M. Johnston,
  • Gregory Craig and
  • Sion Jennings

18 August 2016

For decades detection and monitoring of forest and other wildland fires has relied heavily on aircraft (and satellites). Technical advances and improved affordability of both sensors and sensor platforms promise to revolutionize the way aircraft dete...

  • Article
  • Open Access
37 Citations
8,620 Views
19 Pages

Near Real-Time Automated Early Mapping of the Perimeter of Large Forest Fires from the Aggregation of VIIRS and MODIS Active Fires in Mexico

  • Carlos Ivan Briones-Herrera,
  • Daniel José Vega-Nieva,
  • Norma Angélica Monjarás-Vega,
  • Jaime Briseño-Reyes,
  • Pablito Marcelo López-Serrano,
  • José Javier Corral-Rivas,
  • Ernesto Alvarado-Celestino,
  • Stéfano Arellano-Pérez,
  • Juan Gabriel Álvarez-González and
  • Sean A. Parks
  • + 2 authors

26 June 2020

In contrast with current operational products of burned area, which are generally available one month after the fire, active fires are readily available, with potential application for early evaluation of approximate fire perimeters to support fire m...

  • Article
  • Open Access
8 Citations
4,155 Views
20 Pages

22 September 2022

Fire location and burning area are essential parameters for estimating fire emissions. However, ground-based fire data (such as fire perimeters from incident reports) are often not available with the timeliness required for real-time forecasting. Fir...

  • Article
  • Open Access
1 Citations
1,589 Views
19 Pages

Temporal and Spatial Dynamics of Summer Crop Residue Burning Practices in North China: Exploring the Influence of Climate Change and Anthropogenic Factors

  • Shuai Yin,
  • Kunpeng Yi,
  • Xiu Zhang,
  • Tangzhe Nie,
  • Lingqi Meng,
  • Zhongyi Sun,
  • Qingnan Chu,
  • Zhipin Ai,
  • Xin Zhao and
  • Xinlu Liu
  • + 2 authors

20 December 2024

Better understanding the complex mechanisms underlying the variations in crop residue burning (CRB) intensity and patterns is crucial for evaluating control strategies and developing sustainable policies aimed at the efficient recycling of crop resid...

  • Article
  • Open Access
41 Citations
8,100 Views
18 Pages

2 March 2015

Forest fires are a critical natural disturbance in most of the forested ecosystems around the globe, including the Canadian boreal forest where fires are recurrent. Here, our goal was to develop a new daily-scale forest fire danger forecasting system...

  • Article
  • Open Access
523 Views
10 Pages

22 January 2026

Respiratory infections represent one of the leading causes of pediatric consultations and hospitalizations in Chile, where rapid etiological identification is essential for clinical decision-making. We evaluated the impact of implementing the BIOFIRE...

  • Article
  • Open Access
33 Citations
5,796 Views
19 Pages

Urban Fire Dynamics and Its Association with Urban Growth: Evidence from Nanjing, China

  • Xiaoxiang Zhang,
  • Jing Yao,
  • Katarzyna Sila-Nowicka and
  • Yuhao Jin

Many Chinese cities currently are facing increased urban fire risks particularly at places such as urban villages, high-rise buildings and large warehouses. Using a unique historical fire incident dataset (2002–2013), this paper is intended to...

  • Article
  • Open Access
32 Citations
5,626 Views
20 Pages

Application of Satellite Remote Sensing in Monitoring Elevated Internal Temperatures of Landfills

  • Rouzbeh Nazari,
  • Husam Alfergani,
  • Francis Haas,
  • Maryam E. Karimi,
  • Md Golam Rabbani Fahad,
  • Samain Sabrin,
  • Jess Everett,
  • Nidhal Bouaynaya and
  • Robert W. Peters

28 September 2020

Subsurface fires and smoldering events at landfills can present serious health hazards and threats to the environment. These fires are much more costly and difficult to extinguish than open fires at the landfill surface. The initiation of a subsurfac...

  • Proceeding Paper
  • Open Access
3 Citations
2,986 Views
9 Pages

Aspects Regarding of a UGV Fire Fighting Thermal Shield

  • Lucian Ștefăniță Grigore,
  • Amado Ștefan,
  • Ionica Oncioiu,
  • Cristian Molder,
  • Damian Gorgoteanu,
  • Daniel Constantin and
  • Răzvan-Ionuț Bălașa

This article presents aspects related to the protection (with a double shield made of stainless steel) of a robot for emergency situations against the effect of flames due to a fire. The ground robot is semi-autonomous/autonomous, with a wheeled prop...

  • Article
  • Open Access
15 Citations
3,415 Views
20 Pages

Improved Prediction of Forest Fire Risk in Central and Northern China by a Time-Decaying Precipitation Model

  • Jiajun Chen,
  • Xiaoqing Wang,
  • Ying Yu,
  • Xinzhe Yuan,
  • Xiangyin Quan and
  • Haifeng Huang

19 March 2022

With the increase in extreme climate events, forest fires burn in much larger areas. Therefore, it is important to accurately predict forest fire frequencies. Precipitation is an important factor that affects the probability of future forest fires. P...

  • Article
  • Open Access
8 Citations
2,660 Views
20 Pages

14 June 2023

Forest fire regimes are changing as a function of increasing global weather extremes, socioeconomic development, and land use change. It is appropriate to use long-term time series satellite observations to better understand forest fire regimes. Howe...

  • Review
  • Open Access
53 Citations
13,343 Views
23 Pages

Forest fires have major impact on ecosystems and greatly impact the amount of greenhouse gases and aerosols in the atmosphere. This paper presents an overview in the forest fire detection, emission estimation, and fire risk prediction in China using...

  • Article
  • Open Access
66 Citations
7,387 Views
17 Pages

Understanding Temporal and Spatial Distribution of Crop Residue Burning in China from 2003 to 2017 Using MODIS Data

  • Yan Zhuang,
  • Ruiyuan Li,
  • Hao Yang,
  • Danlu Chen,
  • Ziyue Chen,
  • Bingbo Gao and
  • Bin He

2 March 2018

Crop residue burning, which is a convenient approach to process excessive crop straws, has a negative impact on local and regional air quality and soil structures. China, as a major agricultural country with a large population, should take more effec...

  • Article
  • Open Access
3 Citations
2,397 Views
23 Pages

Study of the Application of FY-3D/MERSI-II Far-Infrared Data in Wildfire Monitoring

  • Wei Zheng,
  • Jie Chen,
  • Cheng Liu,
  • Tianchan Shan and
  • Hua Yan

28 August 2023

In general, the far-infrared channel in the wavelength range of 10.5–12.0 µm plays an auxiliary role in wildfire detection as its sensitivity to high-temperature targets is far lower than the mid-infrared channel in the wavelength range o...

  • Article
  • Open Access
7 Citations
5,483 Views
19 Pages

Attica: A Hot Spot for Forest Fires in Greece

  • Margarita Arianoutsou,
  • George Athanasakis,
  • Dimitrios Kazanis and
  • Anastasia Christopoulou

6 December 2024

(1) Background: Forest fires are widespread in Mediterranean-climate regions and are becoming very common in urban and peri-urban areas. (2) Methods: Wildfires in Attica since 1977 are mapped and types of vegetation burned are reported. (3) Results:...

  • Article
  • Open Access
1 Citations
3,134 Views
23 Pages

Geovisualization and Analysis of Landscape-Level Wildfire Behavior Using Repeat Pass Airborne Thermal Infrared Imagery

  • Keaton Shennan,
  • Douglas A. Stow,
  • Atsushi Nara,
  • Gavin M. Schag and
  • Philip Riggan

16 June 2023

Geovisualization tools can supplement the statistical analyses of landscape-level wildfire behavior by enabling the discovery of nuanced information regarding the relationships between fire spread, topography, fuels, and weather. The objectives of th...

  • Article
  • Open Access
2 Citations
2,387 Views
15 Pages

17 December 2023

In this work, a series of laboratory surface fire experiments were performed over a pine needle fuel bed to investigate the effectiveness of a firebreak and the behaviors of a surface fire across a firebreak. Seven wind velocities of 0~3.0 m/s and si...

  • Article
  • Open Access
10 Citations
3,161 Views
23 Pages

10 May 2024

Satellite remote sensing plays a significant role in the detection of smoke from forest fires. However, existing methods for detecting smoke from forest fires based on remote sensing images rely solely on the information provided by the images, overl...

  • Data Descriptor
  • Open Access
1 Citations
3,253 Views
15 Pages

17 September 2024

Most fire spread is caused by the absence of suppression means at the beginning of the fire. This results in the missed golden time. There are various factors that cause initial fires, such as electrical outlets, general distribution circuits, and oi...

  • Article
  • Open Access
18 Citations
5,836 Views
17 Pages

4 December 2023

With the continual acceleration of urbanization, the amount of urban infrastructure and the quality of public services are increasing in many cities. A pressing concern in this context is the growing problem of incompatible fire protection constructi...

  • Article
  • Open Access
10 Citations
4,562 Views
21 Pages

Real-Time Wildfire Monitoring Using Low-Altitude Remote Sensing Imagery

  • Hongwei Tong,
  • Jianye Yuan,
  • Jingjing Zhang,
  • Haofei Wang and
  • Teng Li

1 August 2024

With rising global temperatures, wildfires frequently occur worldwide during the summer season. The timely detection of these fires, based on unmanned aerial vehicle (UAV) images, can significantly reduce the damage they cause. Existing Convolutional...

  • Technical Note
  • Open Access
18 Citations
5,956 Views
17 Pages

Frequency of Dynamic Fire Behaviours in Australian Forest Environments

  • Alexander I. Filkov,
  • Thomas J. Duff and
  • Trent D. Penman

18 December 2019

Wildfires can result in significant social, environmental and economic losses. Fires in which dynamic fire behaviours (DFBs) occur contribute disproportionately to damage statistics. Little quantitative data on the frequency at which DFBs occur exist...

  • Article
  • Open Access
2 Citations
3,268 Views
20 Pages

Applying a Fire Exposure Metric in the Artificial Territories of Portugal: Mafra Municipality Case Study

  • Sidra Ijaz Khan,
  • Jennifer L. Beverly,
  • Maria Conceição Colaço,
  • Francisco Castro Rego and
  • Ana Catarina Sequeira

30 April 2025

Portugal’s increasing wildfire frequency has led to home destruction, large areas burned, ecological damage, and economic loss, emphasizing the need for effective fire exposure assessments. This study builds on a Canadian approach to wildfire e...

  • Article
  • Open Access
9 Citations
3,879 Views
17 Pages

Anthropogenic Fires in West African Landscapes: A Spatially Explicit Model Perspective of Humanized Savannas

  • Sébastien Caillault,
  • Paul Laris,
  • Cyril Fleurant,
  • Daniel Delahaye and
  • Aziz Ballouche

4 November 2020

Fire regimes are important components of environmental dynamics, but our understanding of them is limited. Despite recent advances in the methodologies used to remotely sense and map fires and burned areas and new case studies that shed light on loca...

  • Article
  • Open Access
5 Citations
3,261 Views
19 Pages

28 January 2024

This paper presents a study based on new fireproof design guidelines for dwellings against the impact of wildfires. The main objective is to present the results from the surveys of the large wildfires of 2017 in Portugal, identifying vulnerabilities...

of 4