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52 Results Found

  • Technical Note
  • Open Access
3 Citations
3,947 Views
14 Pages

27 February 2019

Fine-fuel moisture is an important variable in the wildland fire environment, but measuring live fuel moisture is time-consuming. There is a strong incentive to develop technologies that provide instantaneous measurements of fine-fuel moisture. Campb...

  • Article
  • Open Access
379 Views
18 Pages

A Knowledge-Embedded Machine Learning Approach for Predicting the Moisture Content of Forest Dead Fine Fuel

  • Zhe Han,
  • Jianping Huang,
  • Chong Mo,
  • Qiang Liu,
  • Chen Liang,
  • Yanzhu Lv and
  • Jiawei Zhang

6 January 2026

The dead fine fuel moisture content (DFFMC) directly affects forest fire occurrence and spread. Accurate DFFMC prediction is key to estimating forest fire risk and behavior. The well-fitting machine learning (ML)-based meteorological factor regressio...

  • Abstract
  • Open Access
1,422 Views
1 Page

The moisture content of dead fine forest fuels is a central component of nearly all fire behaviour and fire danger rating systems. For modelling purposes, equilibrium moisture content curves are an important input parameter. When a dead fine fuel is...

  • Technical Note
  • Open Access
8 Citations
3,132 Views
11 Pages

30 August 2022

Fine fuel moisture content (FFMC) is a key determinant of wildfire occurrence, behaviour, and pyrogeographic patterns. Accurate determination of FFMC is laborious, hence managers and ecologists have devised a range of empirical and mechanistic measur...

  • Article
  • Open Access
9 Citations
3,243 Views
16 Pages

23 April 2024

The moisture content of fine dead surface fuel in forests is a crucial metric for assessing its combustibility and plays a pivotal role in the early warning, occurrence, and spread of forest fires. Accurate prediction of the moisture content of fine...

  • Article
  • Open Access
5 Citations
2,855 Views
21 Pages

5 October 2023

The surface fine dead fuel moisture content (FFMC) is an important factor in predicting forest fire risk and is influenced by various meteorological factors. Many prediction methods rely on temperature and humidity as factors, resulting in poor model...

  • Article
  • Open Access
2 Citations
2,350 Views
25 Pages

14 August 2024

The Canadian Fire Weather Index System (CFWIS), empirically developed for forests in Canada, estimates the fuel moisture content (mf) at different depths and loads through meteorological parameters. While it is often suggested that adapting an existi...

  • Article
  • Open Access
2 Citations
1,508 Views
22 Pages

13 November 2024

The understory fine dead fuel moisture content (DFMC) is an important reference indicator for regional forest fire warnings and risk assessments, and determining it on a large scale is a critical goal. It is difficult to estimate understory fine DFMC...

  • Article
  • Open Access
1 Citations
1,657 Views
21 Pages

15 March 2025

Understanding the characteristics of wildfires in North China is critical for advancing regional fire danger prediction and management strategies. This study employed satellite-based burned area products of the Global Fire Emissions Database (GFED) a...

  • Article
  • Open Access
7 Citations
4,068 Views
18 Pages

23 December 2018

Sorption models were developed to predict the moisture content in fuelbeds of standing dead grass from ambient weather measurements. Intuition suggests that the response time of standing dead grass to diurnal changes in weather is negligible and that...

  • Article
  • Open Access
20 Citations
10,351 Views
18 Pages

Wildfire Rates of Spread in Grasslands under Critical Burning Conditions

  • Miguel G. Cruz,
  • Martin E. Alexander and
  • Musa Kilinc

14 April 2022

An analysis of a dataset (n = 58) of high-intensity wildfire observations in cured grasslands from southern Australia revealed a simple relationship suitable for quickly obtaining a first approximation of a fire’s spread rate under low dead fue...

  • Article
  • Open Access
6 Citations
3,951 Views
22 Pages

15 April 2021

Prescribed fire is a globally relevant fuel treatment for surface fuel management and wildfire hazard reduction. However, Mediterranean ecosystems are adapted to low and moderate fires; hence, the useful life of prescribed fires is limited. Useful li...

  • Article
  • Open Access
2 Citations
2,533 Views
10 Pages

Adjustment of the Grass Fuel Moisture Code for Grasslands in Southern Brazil

  • João Francisco Labres dos Santos,
  • Bruna Kovalsyki,
  • Tiago de Souza Ferreira,
  • Antonio Carlos Batista and
  • Alexandre França Tetto

7 December 2022

Grasslands are one of the vegetation types most widely affected by wildfires in southern Brazil. It is a fire-dependent ecosystem and it is necessary to know the hourly fuel moisture variation for its management. The objective of this work is to fit...

  • Article
  • Open Access
11 Citations
2,869 Views
20 Pages

1 August 2023

Seismic lines are cleared corridors for the location mapping of subsurface bitumen. After use, the lines can be left to regenerate naturally with varying success. Wildfires, another prominent disturbance in the Boreal region, are propagated by contin...

  • Article
  • Open Access
13 Citations
4,495 Views
25 Pages

Dead Fuel Moisture Content (DFMC) Estimation Using MODIS and Meteorological Data: The Case of Greece

  • Eleni Dragozi,
  • Theodore M. Giannaros,
  • Vasiliki Kotroni,
  • Konstantinos Lagouvardos and
  • Ioannis Koletsis

21 October 2021

The frequent occurrence of large and high-intensity wildfires in the Mediterranean region poses a major threat to people and the environment. In this context, the estimation of dead fine fuel moisture content (DFMC) has become an integrated part of w...

  • Article
  • Open Access
14 Citations
5,740 Views
16 Pages

Preceding Fall Drought Conditions and Overwinter Precipitation Effects on Spring Wildland Fire Activity in Canada

  • Chelene Hanes,
  • Mike Wotton,
  • Douglas G. Woolford,
  • David L. Martell and
  • Mike Flannigan

23 June 2020

Spring fire activity has increased in parts of Canada, particularly in the west, prompting fire managers to seek indicators of potential activity before the fire season starts. The overwintering adjustment of the Canadian Fire Weather Index System&rs...

  • Article
  • Open Access
1 Citations
2,685 Views
12 Pages

The promulgation of the Biogas Act in South Korea has increased the number of organic waste treatment facilities and the amount of food waste digestion sludge (FWDS), a byproduct of the biogas process. FWDS recovery involves various challenges, which...

  • Article
  • Open Access
14 Citations
8,782 Views
15 Pages

17 October 2014

Fire severity varies with forest composition and structure, reflecting micrometeorology and the fuel complex, but their respective influences are difficult to untangle from observation alone. We quantify the differences in fire weather between differ...

  • Perspective
  • Open Access
24 Citations
5,118 Views
5 Pages

12 November 2018

Currently, there is a dispute on whether live fuel moisture content (FMC) should be accounted for when predicting a real-world fire-spread rate (RoS). The laboratory and field data results are conflicting: laboratory trials show a significant effect...

  • Article
  • Open Access
2 Citations
3,131 Views
17 Pages

7 August 2024

Wildfires generate substantial smoke containing fine particulate matter (PM2.5) that adversely impacts health. This study develops machine learning models integrating pre-wildfire factors like weather and fuel conditions with post-wildfire health imp...

  • Article
  • Open Access
8 Citations
2,998 Views
14 Pages

Development of a New Sensor Module for an Enhanced Fuel Flexible Operation of Biomass Boilers

  • Martin Meiller,
  • Jürgen Oischinger,
  • Robert Daschner and
  • Andreas Hornung

9 April 2021

The heterogeneity of biogenic fuels, and especially biogenic residues with regard to water and ash content, particle size and particle size distribution is challenging for biomass combustion, and limits fuel flexibility. Online fuel characterization...

  • Article
  • Open Access
2 Citations
1,281 Views
17 Pages

Investigating the Latency of Lightning-Caused Fires in Boreal Coniferous Forests Using Random Forest Methodology

  • Wei Li,
  • Lifu Shu,
  • Mingyu Wang,
  • Liqing Si,
  • Weike Li,
  • Jiajun Song,
  • Shangbo Yuan,
  • Yahui Wang and
  • Fengjun Zhao

19 February 2025

This study investigates the latency of lightning-caused fires in the boreal coniferous forests of the Greater Khingan Mountains, employing advanced machine learning techniques to analyze the relationship between meteorological factors, lightning char...

  • Article
  • Open Access
12 Citations
9,180 Views
14 Pages

Brown Coal Dewatering Using Poly (Acrylamide-Co-Potassium Acrylic) Based Super Absorbent Polymers

  • Sheila Devasahayam,
  • M. Anas Ameen,
  • T. Vincent Verheyen and
  • Sri Bandyopadhyay

30 September 2015

With the rising cost of energy and fuel oils, clean coal technologies will continue to play an important role during the transition to a clean energy future. Victorian brown coals have high oxygen and moisture contents and hence low calorific value....

  • Article
  • Open Access
56 Citations
11,630 Views
24 Pages

PROPAGATOR: An Operational Cellular-Automata Based Wildfire Simulator

  • Andrea Trucchia,
  • Mirko D’Andrea,
  • Francesco Baghino,
  • Paolo Fiorucci,
  • Luca Ferraris,
  • Dario Negro,
  • Andrea Gollini and
  • Massimiliano Severino

6 July 2020

PROPAGATOR is a stochastic cellular automaton model for forest fire spread simulation, conceived as a rapid method for fire risk assessment. The model uses high-resolution information such as topography and vegetation cover considering different type...

  • Article
  • Open Access
15 Citations
5,074 Views
14 Pages

Needle Senescence Affects Fire Behavior in Aleppo Pine (Pinus halepensis Mill.) Stands: A Simulation Study

  • Rodrigo Balaguer-Romano,
  • Rubén Díaz-Sierra,
  • Javier Madrigal,
  • Jordi Voltas and
  • Víctor Resco de Dios

29 September 2020

Research Highlights: Pre-programmed cell death in old Aleppo pine needles leads to low moisture contents in the forest canopy in July, the time when fire activity nears its peak in the Western Mediterranean Basin. Here, we show, for the first time, t...

  • Article
  • Open Access
3 Citations
3,807 Views
11 Pages

Assessment of the Occurrence of Forest Fires in Pandemic Period by COVID-19 in Chile. Preliminary Backgrounds

  • Miguel Castillo,
  • Jorge Saavedra,
  • Tomás Quiñones,
  • Tatiana Osses and
  • María José Torres

The spatial and temporal behavior of the occurrence of forest fires in Chile was evaluated in the presence of COVID-19 and mobility restrictions. The fire period from 2015–2016 to 2020–2021 was considered and statistics on mobility restrictions were...

  • Article
  • Open Access
137 Citations
23,938 Views
17 Pages

The 2017 North Bay and Southern California Fires: A Case Study

  • Nicholas J. Nauslar,
  • John T. Abatzoglou and
  • Patrick T. Marsh

9 June 2018

Two extreme wind-driven wildfire events impacted California in late 2017, leading to 46 fatalities and thousands of structures lost. This study characterizes the meteorological and climatological factors that drove and enabled these wildfire events a...

  • Article
  • Open Access
39 Citations
11,537 Views
19 Pages

Megafires in a Warming World: What Wildfire Risk Factors Led to California’s Largest Recorded Wildfire

  • Kevin Varga,
  • Charles Jones,
  • Anna Trugman,
  • Leila M. V. Carvalho,
  • Neal McLoughlin,
  • Daisuke Seto,
  • Callum Thompson and
  • Kristofer Daum

25 January 2022

Massive wildfires and extreme fire behavior are becoming more frequent across the western United States, creating a need to better understand how megafire behavior will evolve in our warming world. Here, the fire spread model Prometheus is used to si...

  • Article
  • Open Access
3 Citations
1,635 Views
27 Pages

11 March 2025

This study presents the longest time series of aerosol optical properties and Precipitable Water Vapor (PW) from two AERONET sites in the Indo-Gangetic Plains (IGP). Analyzing 22 years of data (2001–2022) from Kanpur and 16 years (2007–20...

  • Article
  • Open Access
11 Citations
3,417 Views
11 Pages

Factors Affecting the Chipping Operation Based on the Screen Size of the Drum Chipper

  • Yun-Sung Choi,
  • Min-Jae Cho,
  • Seung-Ho Paik,
  • Ho-Seong Mun,
  • Dae-Hyun Kim,
  • Sang-Kyun Han and
  • Jae-Heun Oh

15 November 2019

Forest biomass has recently been highlighted as a renewable energy source in South Korea. As the Renewable Energy Certificate weight has been revised to encourage the use of forest biomass for energy production, forest operations have focused on the...

  • Article
  • Open Access
1,536 Views
20 Pages

21 October 2025

Biomass briquettes are increasingly used as renewable solid fuels, yet their durability under humid storage remains a key limitation. This study evaluated the mechanical performance and water resistance of briquettes made from fine (0–1 mm) and...

  • Abstract
  • Open Access
1,715 Views
1 Page

A Multi-Component Approach for Mapping Wildfire Risk in the Wildland–Urban Interface

  • Jose Maria Costa-Saura,
  • Claudio Ribotta,
  • David Caballero,
  • Christophe Bouillon,
  • Eric Maille,
  • Donatella Spano,
  • Valentina Bacciu,
  • Costantino Sirca,
  • Salvatore Cabiddu and
  • Leandro Usai

Global change is increasing concerns regarding fire risk, especially for the wildland–urban interface (WUI). Indeed, different cross-national funded projects aim to develop new methodologies and technologies for assessing and reducing fire risk...

  • Article
  • Open Access
3 Citations
2,124 Views
18 Pages

28 September 2024

Forest fire is one of the dominant disturbances in the forests of Heilongjiang Province, China, and is one of the most rapid response predictors that indicate the impact of climate change on forests. This study calculated the Canadian FWI (Fire Weath...

  • Article
  • Open Access
10 Citations
2,891 Views
13 Pages

Can Shrub Flammability be Affected by Goat Grazing? Flammability Parameters of Mediterranean Shrub Species under Grazing

  • Juan Manuel Mancilla-Leytón,
  • Carmen Hernando,
  • Jesús Cambrollé,
  • Sara Muñoz-Vallés,
  • Rafael Pino-Mejías and
  • Ángel Martín Vicente

2 February 2021

In this study, we evaluated changes in the potential flammability of different Mediterranean shrub species in a pine (Pinus pinea) forest in the Doñana Natural Park (of SW Spain) as a result of goat grazing. Plant height, total biomass, fine fuel bio...

  • Article
  • Open Access
18 Citations
5,131 Views
17 Pages

Study of an Organic Binder of Cold-Bonded Briquettes with Two Different Iron Bearing Materials

  • Ying Li,
  • Huiting Chen,
  • Abourehab Hammam,
  • Han Wei,
  • Hao Nie,
  • Weitian Ding,
  • Mamdouh Omran,
  • Lixiang Yan and
  • Yaowei Yu

30 May 2021

The aim of this study was to investigate the properties of an organic binder used in cold-bonded briquettes (CBBs) prepared from two different iron bearing materials. The applied binder is a type of starch as indicated by chemical analysis, iodine-st...

  • Article
  • Open Access
15 Citations
10,795 Views
25 Pages

Fine Particle Emissions from Sauna Stoves: Effects of Combustion Appliance and Fuel, and Implications for the Finnish Emission Inventory

  • Jarkko Tissari,
  • Sampsa Väätäinen,
  • Jani Leskinen,
  • Mikko Savolahti,
  • Heikki Lamberg,
  • Miika Kortelainen,
  • Niko Karvosenoja and
  • Olli Sippula

4 December 2019

Sauna Stoves (SS) are simple wood combustion appliances used mainly in Nordic countries. They generate emissions that have an impact on air quality and climate. In this study, a new measurement concept for comparing the operation, thermal efficiency,...

  • Article
  • Open Access
17 Citations
11,534 Views
22 Pages

Modeling Historical and Future Forest Fires in South Korea: The FLAM Optimization Approach

  • Hyun-Woo Jo,
  • Andrey Krasovskiy,
  • Mina Hong,
  • Shelby Corning,
  • Whijin Kim,
  • Florian Kraxner and
  • Woo-Kyun Lee

4 March 2023

Climate change-induced heat waves increase the global risk of forest fires, intensifying biomass burning and accelerating climate change in a vicious cycle. This presents a challenge to the response system in heavily forested South Korea, increasing...

  • Article
  • Open Access
7 Citations
4,472 Views
31 Pages

17 January 2024

This study describes spatial and temporal patterns in fire across the US Western Great Plains over the last 40 years. Although pyrogeographic studies have explored the nexus of fire patterns in relation to the bio-physical environment and socio-ecolo...

  • Article
  • Open Access
21 Citations
5,533 Views
12 Pages

Biomass pellets are one of the most crucial feedstocks for bioenergy production on a global scale due to their numerous advantages over raw biomass resources. Pellets provide improved energy density, bulk density, moisture content, and homogeneity th...

  • Article
  • Open Access
9 Citations
2,390 Views
10 Pages

29 June 2020

Coal gasification is the process that produces valuable gaseous mixtures consisting primarily of H2 and CO, which can be used to produce liquid fuel and various kinds of chemicals. The literature shows that the effect of particle size on coal gasific...

  • Article
  • Open Access
5 Citations
2,881 Views
16 Pages

4 August 2022

At the beginning of August 2018, Portugal experienced a severe heat episode over a few days that consequently increased the probability of wildfire events. Due to the advection of an anomalous very hot and dry air mass, severe fire-prone meteorologic...

  • Abstract
  • Open Access
1 Citations
1,604 Views
2 Pages

Wildfire Simulation Modeling to Analyze Wildfire Hazard and Exposure in the Italy–France Maritime Cooperation Area (Sardinia, Corsica, Tuscany, Liguria and Provence–Alpes–Côte d’Azur)

  • Michele Salis,
  • Bachisio Arca,
  • Liliana Del Giudice,
  • Roghayeh Jahdi,
  • Grazia Pellizzaro,
  • Alan A. Ager,
  • Fermin Alcasena Urdiroz,
  • Carla Scarpa,
  • Matilde Schirru and
  • Pierpaolo Duce
  • + 5 authors

In this work, we will present the transboundary wildfire simulation system used to analyze fine-scale (100-m resolution) wildfire hazard and exposure in the regions of the Italy–France Maritime cooperation area (Sardinia, Corsica, Tuscany, Ligu...

  • Article
  • Open Access
16 Citations
8,257 Views
24 Pages

27 June 2019

Savannahs are mixed woody-grass communities where low-intensity surface fires are common, affecting mostly the grass layer and rarely damaging trees. We investigated the effect of surface fires in a savannah system in the Kruger National Park, South...

  • Article
  • Open Access
18 Citations
8,096 Views
16 Pages

Analysis of the Characteristics of Bio-Coal Briquettes from Agricultural and Coal Industry Waste

  • Alexandr Nikiforov,
  • Akmaral Kinzhibekova,
  • Evgeniy Prikhodko,
  • Amangeldy Karmanov and
  • Sholpan Nurkina

19 April 2023

One of the options for reducing harmful emissions in the production of heat energy is the use of biomass, including in combination with industrial waste (for instance, coal and coke dust). Recent studies demonstrate that a mix of biomass and coal mak...

  • Article
  • Open Access
45 Citations
6,437 Views
21 Pages

Developing a New Hourly Forest Fire Risk Index Based on Catboost in South Korea

  • Yoojin Kang,
  • Eunna Jang,
  • Jungho Im,
  • Chungeun Kwon and
  • Sungyong Kim

19 November 2020

Forest fires can cause enormous damage, such as deforestation and environmental pollution, even with a single occurrence. It takes a lot of effort and long time to restore areas damaged by wildfires. Therefore, it is crucial to know the forest fire r...

  • Article
  • Open Access
23 Citations
5,768 Views
15 Pages

Potential for Developing Biocarbon Briquettes for Foundry Industry

  • Elsayed Mousa,
  • Mania Kazemi,
  • Mikael Larsson,
  • Gert Karlsson and
  • Erik Persson

4 December 2019

The foundry industry is currently facing challenges to reduce the environmental impacts from application of fossil fuels. Replacing foundry coke with alternative renewable carbon sources can lead to significant decrease in fossil fuel consumption and...

  • Article
  • Open Access
167 Views
26 Pages

Quantifying VIIRS and ABI Contributions to Hourly Dead Fuel Moisture Content Estimation Using Machine Learning

  • John S. Schreck,
  • William Petzke,
  • Pedro A. Jiménez y Muñoz and
  • Thomas Brummet

17 January 2026

Fuel moisture content (FMC) estimation is essential for wildfire danger assessment and fire behavior modeling. This study quantifies the value of integrating satellite observations from the Visible Infrared Imaging Radiometer Suite (VIIRS) aboard Suo...

  • Technical Note
  • Open Access
12 Citations
5,333 Views
13 Pages

Regional Variability and Driving Forces behind Forest Fires in Sweden

  • Reinis Cimdins,
  • Andrey Krasovskiy and
  • Florian Kraxner

17 November 2022

Extreme forest fires have been a historic concern in the forests of Canada, the Russian Federation, and the USA, and are now an increasing threat in boreal Europe, where recent fire events in 2014 and 2018 drew attention to Sweden. Our study objectiv...

  • Article
  • Open Access
44 Citations
8,934 Views
21 Pages

16 June 2017

Fires are complex processes having important impacts on biosphere/atmosphere interactions. The spatial and temporal pattern of fire activity is determined by complex feedbacks between climate and plant functioning through and biomass desiccation, usu...

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