Frontiers in Forests and Global Change

Original Research

Published on 01 Dec 2025

Advancing wildfire susceptibility mapping through maching learning and SHapley Additive exPlanations-integrated geospatial analysis in Northern Morocco’s Mediterranean region

in Fire and Forests

Adil Moumane
Adnane Al Karkouri
Abdessamad Elmotawakkil
Wafa Saleh Alkhuraiji
Nazih Y. Rebouh
Youssef M. Youssef

Frontiers in Forests and Global Change

doi 10.3389/ffgc.2025.1705341

1,230 views

Original Research

Accepted on 28 Nov 2025

Forest Fire Risk Change Assessment Model Based on the Improved G1-CRITIC Method

in Fire and Forests

Tiantian Yang
RUI XU
Hui Cheng
Yixuan Song
Youshan He
Lijuan Ma
Bin Song

Frontiers in Forests and Global Change

143 views

Original Research

Published on 17 Nov 2025

Semi-supervised segmentation of forest fires from UAV remote sensing images via panoramic feature fusion and pixel contrastive learning

in Fire and Forests

Yuchen Ma
Haifeng Lin

Frontiers in Forests and Global Change

doi 10.3389/ffgc.2025.1669707

847 views

Original Research

Published on 05 Nov 2025

A novel framework for fire risk assessment in Kazakhstan: integrating machine learning and remote sensing

in Fire and Forests

K. V. Suresh Babu
Swati Singh
Gulzhiyan Kabdulova
Kabzhanova Gulnara

Frontiers in Forests and Global Change

doi 10.3389/ffgc.2025.1680856

1,239 views

Original Research

Published on 17 Oct 2025

Using terrestrial laser scanning to estimate mass of hand-built slash piles following hazardous fuels treatments

in Fire and Forests

Annamarie Guth
Marissa Dauner
Alexandra Fowler
Spencer Hoehl
Peter Hamlington
Chad Hoffman
Michael Hannigan

Frontiers in Forests and Global Change

doi 10.3389/ffgc.2025.1663753

737 views

Original Research

Published on 16 Oct 2025

A comparative evaluation of forest fire hazard vulnerability through geographic information system-based techniques

in Fire and Forests

Hasham Ahmad
Zhiyuan Wu
Hui Huang
Sultan Muhammad
Mansoor Hayat
Khurram Abbas
Xiguang Yang
Zhan Shu

Frontiers in Forests and Global Change

doi 10.3389/ffgc.2025.1635041

1,887 views
1 citation

Original Research

Published on 19 Sep 2025

Short-term impacts of wildfire on vegetation recovery, soil chemical properties and community-level physiological profiling in a savanna ecosystem of Botswana

in Fire and Forests

Willie Marenga
Mpaphidzi Mapoka
Venecio U. Ultra
Gaolathe Rantong
Batendi Nduna
Gizaw Mengistu Tsidu

Frontiers in Forests and Global Change

doi 10.3389/ffgc.2025.1605456

1,717 views
1 citation

Original Research

Published on 04 Sep 2025

Spatial-temporal distribution prediction of transmission corridor wildfire risk based on ARIMA-DBN

in Fire and Forests

Enze Zhou
Lei Wang
Hao Wang
Zining Wang
Ruizeng Wei

Frontiers in Forests and Global Change

doi 10.3389/ffgc.2025.1637263

1,276 views

Original Research

Published on 08 Aug 2025

Resilience beyond expectations: seedling performance under fire and grazing pressure in old-growth Andean Araucaria araucana forests

in Fire and Forests

Bernardita Diaz-Mons
Paola Arroyo-Vargas
Rodrigo Vargas-Gaete
Leonardo Almonacid-Muñoz
Héctor Herrera
Andres Fuentes-Ramírez

Frontiers in Forests and Global Change

doi 10.3389/ffgc.2025.1631614

1,429 views

Original Research

Published on 18 Jul 2025

A horizon scan to inform research priorities on post-wildfire forest restoration and recovery in the western United States

in Fire and Forests

Kelly W. Jones
Daniel Cadol
Melinda Morgan
Camille Stevens-Rumann
Diane Agnew
Owen Burney
James Calabaza
Marin E. Chambers
Catrin M. Edgeley
Donald Falk

Frontiers in Forests and Global Change

doi 10.3389/ffgc.2025.1595886

3,251 views
1 citation

Original Research

Published on 16 Jun 2025

Multi-index remote sensing for post-fire damage assessment: accuracy, carbon loss, and conservation implications

in Fire and Forests

Chih-Lin Liu
You-Ren Wang
Wan-Yu Liu

Frontiers in Forests and Global Change

doi 10.3389/ffgc.2025.1577612

2,882 views
1 citation

Original Research

Published on 02 Jun 2025

The effect of the frequency of prescribed burning on annual soil carbon balance in a loblolly-shortleaf pine forest in East Texas

in Fire and Forests

Moeka Ono
Asko Noormets
Sarah Mitchell

Frontiers in Forests and Global Change

doi 10.3389/ffgc.2025.1602557

3,599 views
3 citations

Opinion

Published on 27 May 2025

The increase of wildfires and their impact: the importance of prevention and measures through the example of Ofunato

in Fire and Forests

Yuka Kotozaki

Frontiers in Forests and Global Change

doi 10.3389/ffgc.2025.1589796

3,406 views
2 citations

Original Research

Published on 22 May 2025

The interaction between temperature and rainfall determines the probability of tropical forest fire occurrence in Hainan Island

in Fire and Forests

Xiaohua Chen
Qingqing Yang
Zongzhu Chen
Jinrui Lei
Tingtian Wu
Yuanling Li
Xiaoyan Pan

Frontiers in Forests and Global Change

doi 10.3389/ffgc.2025.1495699

1,714 views

Correction

Published on 19 May 2025

Corrigendum: Assessing cross-boundary wildfire hazard, transmission, and exposure to communities in the Italy-France Maritime cooperation area

in Fire and Forests

Michele Salis
Liliana Del Giudice
Fermin Alcasena-Urdiroz
Roghayeh Jahdi
Bachisio Arca
Grazia Pellizzaro
Carla Scarpa
Pierpaolo Duce

Frontiers in Forests and Global Change

doi 10.3389/ffgc.2025.1613149

871 views

Original Research

Published on 16 Apr 2025

Present and future interannual variability in wildfire occurrence: a large ensemble application to the United States

in Fire and Forests

Theodore R. Keeping
Boya Zhou
Wenjia Cai
Theodore G. Shepherd
I. Colin Prentice
Karin van der Wiel
Sandy P. Harrison

Frontiers in Forests and Global Change

doi 10.3389/ffgc.2025.1519836

3,454 views
1 citation

Editorial

Published on 31 Mar 2025

Editorial: Evidence-based options and forward-looking approaches for the conservation and management of diverse wet forests in times of rapid climate change

in Fire and Forests

Helge Walentowski
Danilo E. Bustamante
Jürgen Homeier
Oscar Thiers
Stefan Zerbe

Frontiers in Forests and Global Change

doi 10.3389/ffgc.2025.1592667

1,435 views

Opinion

Published on 05 Feb 2025

Forestry, from theory to practice: Central European ideas in native Patagonian forests in a context of climate change

in Fire and Forests

José Omar Bava
Marina Caselli

Frontiers in Forests and Global Change

doi 10.3389/ffgc.2025.1377026

1,652 views

Original Research

Published on 30 Jan 2025

Increasing vulnerability of an endemic Mediterranean-climate conifer to changing climate and fire regime

in Fire and Forests

Frank W. Davis
Anne-Marie Parkinson
Max A. Moritz
Isaac W. Park
Carla M. D’Antonio

Frontiers in Forests and Global Change

doi 10.3389/ffgc.2025.1516623

2,361 views
3 citations

Editorial

Published on 16 Sep 2024

Editorial: Spatial and temporal monitoring of wildfire hazard under a climate change environment: prevention, mitigation and management

in Fire and Forests

Stavros Sakellariou
Palaiologos Palaiologou
Anastasia K. Paschalidou
Michael Vrahnakis
Olga Christopoulou

Frontiers in Forests and Global Change

doi 10.3389/ffgc.2024.1474323

1,291 views

Original Research

Published on 07 Aug 2024

Exploration of large-scale vegetation transition in wet ecosystems: a comparison of conifer seedling abundance across burned vs. unburned forest-peatland ecotones in Western Patagonia

in Fire and Forests

Kyla Zaret
Andrés Holz

Frontiers in Forests and Global Change

doi 10.3389/ffgc.2024.1385506

2,342 views
1 citation

Original Research

Published on 06 Aug 2024

Fire behavior simulation of Xintian forest fire in 2022 using WRF-fire model

in Fire and Forests

Hongmei Hu
Xiangwen Deng
Gui Zhang
Lanbo Feng
Jun Long
Ziming Li
Yu Zhu
Yiying Wang

Frontiers in Forests and Global Change

doi 10.3389/ffgc.2024.1336716

3,365 views
4 citations

Original Research

Published on 30 Jul 2024

Maximizing opportunities for co-implementing fuel break networks and restoration projects

in Fire and Forests

Bruno A. Aparício
Alan A. Ager
Michelle A. Day

Frontiers in Forests and Global Change

doi 10.3389/ffgc.2024.1419288

2,273 views
2 citations

Original Research

Published on 12 Jun 2024

Geospatial assessment of forest fire impacts utilizing high-resolution KazEOSat-1 satellite data

in Fire and Forests

K. V. Suresh Babu
Swati Singh
G. Kabdulova
Kabzhanova Gulnara
G. Baktybekov

Frontiers in Forests and Global Change

doi 10.3389/ffgc.2024.1296100

2,731 views
1 citation

105 articles

articles

Advancing wildfire susceptibility mapping through maching learning and SHapley Additive exPlanations-integrated geospatial analysis in Northern Morocco’s Mediterranean region

Forest Fire Risk Change Assessment Model Based on the Improved G1-CRITIC Method

Semi-supervised segmentation of forest fires from UAV remote sensing images via panoramic feature fusion and pixel contrastive learning

A novel framework for fire risk assessment in Kazakhstan: integrating machine learning and remote sensing

Using terrestrial laser scanning to estimate mass of hand-built slash piles following hazardous fuels treatments

A comparative evaluation of forest fire hazard vulnerability through geographic information system-based techniques

Short-term impacts of wildfire on vegetation recovery, soil chemical properties and community-level physiological profiling in a savanna ecosystem of Botswana

Spatial-temporal distribution prediction of transmission corridor wildfire risk based on ARIMA-DBN

Resilience beyond expectations: seedling performance under fire and grazing pressure in old-growth Andean Araucaria araucana forests

A horizon scan to inform research priorities on post-wildfire forest restoration and recovery in the western United States

Multi-index remote sensing for post-fire damage assessment: accuracy, carbon loss, and conservation implications

The effect of the frequency of prescribed burning on annual soil carbon balance in a loblolly-shortleaf pine forest in East Texas

The increase of wildfires and their impact: the importance of prevention and measures through the example of Ofunato

The interaction between temperature and rainfall determines the probability of tropical forest fire occurrence in Hainan Island

Corrigendum: Assessing cross-boundary wildfire hazard, transmission, and exposure to communities in the Italy-France Maritime cooperation area

Present and future interannual variability in wildfire occurrence: a large ensemble application to the United States

Editorial: Evidence-based options and forward-looking approaches for the conservation and management of diverse wet forests in times of rapid climate change

Forestry, from theory to practice: Central European ideas in native Patagonian forests in a context of climate change

Increasing vulnerability of an endemic Mediterranean-climate conifer to changing climate and fire regime

Editorial: Spatial and temporal monitoring of wildfire hazard under a climate change environment: prevention, mitigation and management

Exploration of large-scale vegetation transition in wet ecosystems: a comparison of conifer seedling abundance across burned vs. unburned forest-peatland ecotones in Western Patagonia

Fire behavior simulation of Xintian forest fire in 2022 using WRF-fire model

Maximizing opportunities for co-implementing fuel break networks and restoration projects

Geospatial assessment of forest fire impacts utilizing high-resolution KazEOSat-1 satellite data