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Citations	Article
107	Towards an Integrated Approach to Wildfire Risk Assessment: When, Where, What and How May the Landscapes Burn by Emilio Chuvieco, Marta Yebra, Simone Martino, Kirsten Thonicke, Marta Gómez-Giménez, Jesus San-Miguel, Duarte Oom, Ramona Velea, Florent Mouillot, Juan R. Molina, Ana I. Miranda, Diogo Lopes, Michele Salis, Marin Bugaric, Mikhail Sofiev, Evgeny Kadantsev, Ioannis Z. Gitas, Dimitris Stavrakoudis, George Eftychidis, Avi Bar-Massada, Alex Neidermeier, Valerio Pampanoni, M. Lucrecia Pettinari, Fatima Arrogante-Funes, Clara Ochoa, Bruno Moreira and Domingos Viegas Show full author list Hide full author list
106	Deep Learning Approaches for Wildland Fires Using Satellite Remote Sensing Data: Detection, Mapping, and Prediction by Rafik Ghali and Moulay A. Akhloufi
71	Socio-Psychological, Economic and Environmental Effects of Forest Fires by Stavros Kalogiannidis, Fotios Chatzitheodoridis, Dimitrios Kalfas, Christina Patitsa and Aristidis Papagrigoriou
52	Video Fire Detection Methods Based on Deep Learning: Datasets, Methods, and Future Directions by Chengtuo Jin, Tao Wang, Naji Alhusaini, Shenghui Zhao, Huilin Liu, Kun Xu and Jin Zhang
47	Wildfire Intensity and Fire Emissions in Siberia by Evgenii I. Ponomarev, Andrey N. Zabrodin, Eugene G. Shvetsov and Tatiana V. Ponomareva
46	Machine Learning and Deep Learning for Wildfire Spread Prediction: A Review by Henintsoa S. Andrianarivony and Moulay A. Akhloufi
43	FFYOLO: A Lightweight Forest Fire Detection Model Based on YOLOv8 by Bensheng Yun, Yanan Zheng, Zhenyu Lin and Tao Li
43	Multi-Classification Using YOLOv11 and Hybrid YOLO11n-MobileNet Models: A Fire Classes Case Study by Eman H. Alkhammash
39	Recent Developments in Hydrogen Production, Storage, and Transportation: Challenges, Opportunities, and Perspectives by Sanjay Kumar Singh Patel, Rahul K. Gupta, M. V. Rohit and Jung-Kul Lee
37	Technological Aspects of Methane–Hydrogen Mixture Transportation through Operating Gas Pipelines Considering Industrial and Fire Safety by Vadim Fetisov, Hadi Davardoost and Veronika Mogylevets

Citations	Article
46	Machine Learning and Deep Learning for Wildfire Spread Prediction: A Review by Henintsoa S. Andrianarivony and Moulay A. Akhloufi
43	Multi-Classification Using YOLOv11 and Hybrid YOLO11n-MobileNet Models: A Fire Classes Case Study by Eman H. Alkhammash
39	Recent Developments in Hydrogen Production, Storage, and Transportation: Challenges, Opportunities, and Perspectives by Sanjay Kumar Singh Patel, Rahul K. Gupta, M. V. Rohit and Jung-Kul Lee
37	A Review of the Occurrence and Causes for Wildfires and Their Impacts on the Geoenvironment by Arvin Farid, Md Khorshed Alam, Venkata Siva Naga Sai Goli, Idil Deniz Akin, Taiwo Akinleye, Xiaohui Chen, Qing Cheng, Peter Cleall, Sabatino Cuomo, Vito Foresta, Shangqi Ge, Luca Iervolino, Pierrette Iradukunda, Charles H. Luce, Eugeniusz Koda, Slobodan B. Mickovski, Brendan C. O’Kelly, Evan K. Paleologos, Dario Peduto, Evan John Ricketts, Mojtaba Sadegh, Theo S. Sarris, Devendra N. Singh, Prithvendra Singh, Chao-Sheng Tang, Guillermo Tardio, Magdalena Daria Vaverková, Max Veneris and Jan Winkler Show full author list Hide full author list
36	A Comparative Analysis of YOLOv9, YOLOv10, YOLOv11 for Smoke and Fire Detection by Eman H. Alkhammash
31	ESFD-YOLOv8n: Early Smoke and Fire Detection Method Based on an Improved YOLOv8n Model by Dilshodjon Mamadaliev, Philippe Lyonel Mbouembe Touko, Jae-Ho Kim and Suk-Chan Kim
30	Integration of Industry 4.0 Technologies in Fire and Safety Management by Prafful Negi, Ashish Pathani, Bhuvan Chandra Bhatt, Siddharth Swami, Rajesh Singh, Anita Gehlot, Amit Kumar Thakur, Lovi Raj Gupta, Neeraj Priyadarshi, Bhekisipho Twala and Vineet Singh Sikarwar
29	Forest Fire Prediction: A Spatial Machine Learning and Neural Network Approach by Sanjeev Sharma and Puskar Khanal
28	Evaluating the Impact of Recursive Feature Elimination on Machine Learning Models for Predicting Forest Fire-Prone Zones by Ali Rezaei Barzani, Parham Pahlavani, Omid Ghorbanzadeh, Khalil Gholamnia and Pedram Ghamisi
28	Revolutionizing Wildfire Detection Through UAV-Driven Fire Monitoring with a Transformer-Based Approach by Shakhnoza Muksimova, Sabina Umirzakova, Sevara Mardieva, Mirjamol Abdullaev and Young Im Cho

Citations	Article
16	Integrating Virtual Reality, Augmented Reality, Mixed Reality, Extended Reality, and Simulation-Based Systems into Fire and Rescue Service Training: Current Practices and Future Directions by Dusan Hancko, Andrea Majlingova and Danica Kačíková
14	Thermal Decomposition Mechanism of PF₅ and POF₃ with Carbonate-Based Electrolytes During Lithium-Ion Batteries’ Thermal Runaway by Yao Tian, Xiaotiao Zhan, Yuxin Zhang, Zhen Qiao, Yuxiang Lu, Qing Xia, Jian Lu, Xia Zhang and Zhaoyang Chen
14	Wildfire Susceptibility Mapping Using Deep Learning and Machine Learning Models Based on Multi-Sensor Satellite Data Fusion: A Case Study of Serbia by Uroš Durlević, Velibor Ilić and Aleksandar Valjarević
12	Generative AI as a Pillar for Predicting 2D and 3D Wildfire Spread: Beyond Physics-Based Models and Traditional Deep Learning by Haowen Xu, Sisi Zlatanova, Ruiyu Liang and Ismet Canbulat
12	Remote Sensing for Wildfire Mapping: A Comprehensive Review of Advances, Platforms, and Algorithms by Ruth E. Guiop-Servan, Alexander Cotrina-Sanchez, Jhoivi Puerta-Culqui, Manuel Oliva-Cruz and Elgar Barboza
10	YOLOv8n-SMMP: A Lightweight YOLO Forest Fire Detection Model by Nianzu Zhou, Demin Gao and Zhengli Zhu
9	Safety Methods for Mitigating Thermal Runaway of Lithium-Ion Batteries—A Review by Jun Deng, Zhen Hu, Jian Chen, Jingyu Zhao and Zujin Bai
9	FireCLIP: Enhancing Forest Fire Detection with Multimodal Prompt Tuning and Vision-Language Understanding by Shanjunxia Wu, Yuming Qiao, Sen He, Jiahao Zhou, Zhi Wang, Xin Li and Fei Wang
8	CN2VF-Net: A Hybrid Convolutional Neural Network and Vision Transformer Framework for Multi-Scale Fire Detection in Complex Environments by Naveed Ahmad, Mariam Akbar, Eman H. Alkhammash and Mona M. Jamjoom
8	Wind and Slope Influence on Wildland Fire Spread, a Numerical Study by Suhaib M. Hayajneh and Jamal Naser

Citations	Article
3	Wind and Slope Effects on Wildland Fire Spread: A Review of Experimental, Empirical, Mathematical, and Physics-Based Models by Suhaib M. Hayajneh, Mohammad I. Alzghoul and Jamal Naser
3	Closed-Loop Multimodal Framework for Early Warning and Emergency Response for Overcharge-Induced Thermal Runaway in LFP Batteries by Jikai Tian, Weiwei Qi, Jiao Wang and Jun Shen
3	Cascading Impacts of Wildfire Emissions on Air Quality, Human Health, and Climate Change Based on Literature Review by Erekso Hadiwijoyo, Hom Bahadur Rijal and Norhayati Abdullah
2	Reassessing Fire Design Provisions for Concrete Structures Under Emerging Electric Vehicle Fire by Satheeskumar Navaratnam, Thisari Munmulla, Sathya Bandaranayake, Pathmanathan Rajeev and Jay Sanjayan
2	A Review of Two-Dimensional Cellular Automata Models for Wildfire Simulation: Methods, Capabilities, and Limitations by Ioannis Karakonstantis and George Xylomenos
2	Fire Risk Assessment of Lithium-Ion Power Battery Shipping Containers in Maritime Transportation Scenarios by Zhen Qiao, Xiaotiao Zhan, Yao Tian, Yuan Gao, Longjun He and Yuxiang Lu
2	Bio-Based Chitosan/Agar/Phytic Acid Coating Enhanced Flame Retardancy of Wood Applied to Aircraft Cabin Interiors by Lin Shi, Quanyi Liu and Pei Zhu
2	Characterisation and Analysis of Large Forest Fires (LFFs) in the Canary Islands, 2012–2024 by Nerea Martín-Raya, Abel López-Díez and Álvaro Lillo Ezquerra
2	Improved Multi-Objective Crested Porcupine Optimizer for UAV Forest Fire Cruising Strategy by Yiqing Xu, Dejie Huang, Long Zhang and Fuquan Zhang
1	A Time Series Analysis of Monthly Fire Counts in Ontario, Canada, with Consideration of Climate Teleconnections by Emmanuella Boateng and Kevin Granville

Citations	Article
409	Defining Extreme Wildfire Events: Difficulties, Challenges, and Impacts by Fantina Tedim, Vittorio Leone, Malik Amraoui, Christophe Bouillon, Michael R. Coughlan, Giuseppe M. Delogu, Paulo M. Fernandes, Carmen Ferreira, Sarah McCaffrey, Tara K. McGee, Joana Parente, Douglas Paton, Mário G. Pereira, Luís M. Ribeiro, Domingos X. Viegas and Gavriil Xanthopoulos
201	We’re Not Doing Enough Prescribed Fire in the Western United States to Mitigate Wildfire Risk by Crystal A. Kolden
167	Forest Fire Susceptibility and Risk Mapping Using Social/Infrastructural Vulnerability and Environmental Variables by Omid Ghorbanzadeh, Thomas Blaschke, Khalil Gholamnia and Jagannath Aryal
152	Modeling and Complex Analysis of the Topology Parameters of Ventilation Networks When Ensuring Fire Safety While Developing Coal and Gas Deposits by Igor Ivanovich Bosikov, Nikita V. Martyushev, Roman V. Klyuev, Irina A. Savchenko, Vladislav V. Kukartsev, Viktor A. Kukartsev and Yadviga A. Tynchenko
146	The 2017 North Bay and Southern California Fires: A Case Study by Nicholas J. Nauslar, John T. Abatzoglou and Patrick T. Marsh
146	Spatial Prediction of Wildfire Susceptibility Using Field Survey GPS Data and Machine Learning Approaches by Omid Ghorbanzadeh, Khalil Valizadeh Kamran, Thomas Blaschke, Jagannath Aryal, Amin Naboureh, Jamshid Einali and Jinhu Bian
128	Human-Related Ignitions Increase the Number of Large Wildfires across U.S. Ecoregions by R. Chelsea Nagy, Emily Fusco, Bethany Bradley, John T. Abatzoglou and Jennifer Balch
107	Towards an Integrated Approach to Wildfire Risk Assessment: When, Where, What and How May the Landscapes Burn by Emilio Chuvieco, Marta Yebra, Simone Martino, Kirsten Thonicke, Marta Gómez-Giménez, Jesus San-Miguel, Duarte Oom, Ramona Velea, Florent Mouillot, Juan R. Molina, Ana I. Miranda, Diogo Lopes, Michele Salis, Marin Bugaric, Mikhail Sofiev, Evgeny Kadantsev, Ioannis Z. Gitas, Dimitris Stavrakoudis, George Eftychidis, Avi Bar-Massada, Alex Neidermeier, Valerio Pampanoni, M. Lucrecia Pettinari, Fatima Arrogante-Funes, Clara Ochoa, Bruno Moreira and Domingos Viegas Show full author list Hide full author list
106	Deep Learning Approaches for Wildland Fires Using Satellite Remote Sensing Data: Detection, Mapping, and Prediction by Rafik Ghali and Moulay A. Akhloufi
99	The Year 2017: Megafires and Management in the Cerrado by Alessandra Fidelis, Swanni T. Alvarado, Ana Carolina S. Barradas and Vânia R. Pivello

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34820	Lightning-Induced Wildfires: An Overview by Yang Song, Cangsu Xu, Xiaolu Li and Francis Oppong
30436	Assessment of Burned Areas during the Pantanal Fire Crisis in 2020 Using Sentinel-2 Images by Yosio Edemir Shimabukuro, Gabriel de Oliveira, Gabriel Pereira, Egidio Arai, Francielle Cardozo, Andeise Cerqueira Dutra and Guilherme Mataveli
28537	Towards an Integrated Approach to Wildfire Risk Assessment: When, Where, What and How May the Landscapes Burn by Emilio Chuvieco, Marta Yebra, Simone Martino, Kirsten Thonicke, Marta Gómez-Giménez, Jesus San-Miguel, Duarte Oom, Ramona Velea, Florent Mouillot, Juan R. Molina, Ana I. Miranda, Diogo Lopes, Michele Salis, Marin Bugaric, Mikhail Sofiev, Evgeny Kadantsev, Ioannis Z. Gitas, Dimitris Stavrakoudis, George Eftychidis, Avi Bar-Massada, Alex Neidermeier, Valerio Pampanoni, M. Lucrecia Pettinari, Fatima Arrogante-Funes, Clara Ochoa, Bruno Moreira and Domingos Viegas Show full author list Hide full author list
24586	Deep Learning Approaches for Wildland Fires Using Satellite Remote Sensing Data: Detection, Mapping, and Prediction by Rafik Ghali and Moulay A. Akhloufi
21106	Machine Learning and Deep Learning for Wildfire Spread Prediction: A Review by Henintsoa S. Andrianarivony and Moulay A. Akhloufi
20999	Video Fire Detection Methods Based on Deep Learning: Datasets, Methods, and Future Directions by Chengtuo Jin, Tao Wang, Naji Alhusaini, Shenghui Zhao, Huilin Liu, Kun Xu and Jin Zhang
19686	A Review of the Occurrence and Causes for Wildfires and Their Impacts on the Geoenvironment by Arvin Farid, Md Khorshed Alam, Venkata Siva Naga Sai Goli, Idil Deniz Akin, Taiwo Akinleye, Xiaohui Chen, Qing Cheng, Peter Cleall, Sabatino Cuomo, Vito Foresta, Shangqi Ge, Luca Iervolino, Pierrette Iradukunda, Charles H. Luce, Eugeniusz Koda, Slobodan B. Mickovski, Brendan C. O’Kelly, Evan K. Paleologos, Dario Peduto, Evan John Ricketts, Mojtaba Sadegh, Theo S. Sarris, Devendra N. Singh, Prithvendra Singh, Chao-Sheng Tang, Guillermo Tardio, Magdalena Daria Vaverková, Max Veneris and Jan Winkler Show full author list Hide full author list
17684	Recent Advances and Emerging Directions in Fire Detection Systems Based on Machine Learning Algorithms by Bogdan Marian Diaconu
16815	Mapping the Most Susceptible Regions to Fire in Portugal by Tiago Ermitão, Patrícia Páscoa, Isabel Trigo, Catarina Alonso and Célia Gouveia
16226	A Comprehensive Review on Intumescent Coatings: Formulation, Manufacturing Methods, Research Development, and Issues by Touha Nazrun, Md Kamrul Hassan, Md Rayhan Hasnat, Md Delwar Hossain, Bulbul Ahmed and Swapan Saha

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21106	Machine Learning and Deep Learning for Wildfire Spread Prediction: A Review by Henintsoa S. Andrianarivony and Moulay A. Akhloufi
19686	A Review of the Occurrence and Causes for Wildfires and Their Impacts on the Geoenvironment by Arvin Farid, Md Khorshed Alam, Venkata Siva Naga Sai Goli, Idil Deniz Akin, Taiwo Akinleye, Xiaohui Chen, Qing Cheng, Peter Cleall, Sabatino Cuomo, Vito Foresta, Shangqi Ge, Luca Iervolino, Pierrette Iradukunda, Charles H. Luce, Eugeniusz Koda, Slobodan B. Mickovski, Brendan C. O’Kelly, Evan K. Paleologos, Dario Peduto, Evan John Ricketts, Mojtaba Sadegh, Theo S. Sarris, Devendra N. Singh, Prithvendra Singh, Chao-Sheng Tang, Guillermo Tardio, Magdalena Daria Vaverková, Max Veneris and Jan Winkler Show full author list Hide full author list
16226	A Comprehensive Review on Intumescent Coatings: Formulation, Manufacturing Methods, Research Development, and Issues by Touha Nazrun, Md Kamrul Hassan, Md Rayhan Hasnat, Md Delwar Hossain, Bulbul Ahmed and Swapan Saha
12594	A Comparative Analysis of YOLOv9, YOLOv10, YOLOv11 for Smoke and Fire Detection by Eman H. Alkhammash
12278	Recent Developments in Hydrogen Production, Storage, and Transportation: Challenges, Opportunities, and Perspectives by Sanjay Kumar Singh Patel, Rahul K. Gupta, M. V. Rohit and Jung-Kul Lee
11441	Safety Methods for Mitigating Thermal Runaway of Lithium-Ion Batteries—A Review by Jun Deng, Zhen Hu, Jian Chen, Jingyu Zhao and Zujin Bai
11228	Integration of Industry 4.0 Technologies in Fire and Safety Management by Prafful Negi, Ashish Pathani, Bhuvan Chandra Bhatt, Siddharth Swami, Rajesh Singh, Anita Gehlot, Amit Kumar Thakur, Lovi Raj Gupta, Neeraj Priyadarshi, Bhekisipho Twala and Vineet Singh Sikarwar
10882	Forest Fire Prediction: A Spatial Machine Learning and Neural Network Approach by Sanjeev Sharma and Puskar Khanal
10193	Multi-Classification Using YOLOv11 and Hybrid YOLO11n-MobileNet Models: A Fire Classes Case Study by Eman H. Alkhammash
9610	Remote Sensing for Wildfire Mapping: A Comprehensive Review of Advances, Platforms, and Algorithms by Ruth E. Guiop-Servan, Alexander Cotrina-Sanchez, Jhoivi Puerta-Culqui, Manuel Oliva-Cruz and Elgar Barboza

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11441	Safety Methods for Mitigating Thermal Runaway of Lithium-Ion Batteries—A Review by Jun Deng, Zhen Hu, Jian Chen, Jingyu Zhao and Zujin Bai
9610	Remote Sensing for Wildfire Mapping: A Comprehensive Review of Advances, Platforms, and Algorithms by Ruth E. Guiop-Servan, Alexander Cotrina-Sanchez, Jhoivi Puerta-Culqui, Manuel Oliva-Cruz and Elgar Barboza
8593	Characterisation and Analysis of Large Forest Fires (LFFs) in the Canary Islands, 2012–2024 by Nerea Martín-Raya, Abel López-Díez and Álvaro Lillo Ezquerra
7991	Integrating Virtual Reality, Augmented Reality, Mixed Reality, Extended Reality, and Simulation-Based Systems into Fire and Rescue Service Training: Current Practices and Future Directions by Dusan Hancko, Andrea Majlingova and Danica Kačíková
7541	Degradation Pathways of Electrical Cable Insulation: A Review of Aging Mechanisms and Fire Hazards by Lucica Anghelescu, Alina Daniela Handra and Bogdan Marian Diaconu
6451	Impacts of Indigenous Cultural Burning Versus Hazard Reduction on Dry Sclerophyll Forest Composition, Abundance, and Species Richness in Southeast Australia by Michelle McKemey, John T. Hunter, Maureen (Lesley) Patterson, Ian Simpson and Nick C. H. Reid
6375	Fire Safety of Curtain Walling: Evidence-Based Critical Review and New Test Configuration Proposal for EN 1364-4 by Arritokieta Eizaguirre-Iribar, Raya Stoyanova Trifonova, Peter Ens and Xabier Olano-Azkune
6334	Fire Performance of Cross-Laminated Timber: A Review of Standards, Experimental Testing, and Numerical Modelling Approaches by Muhammad Yasir, Kieran Ruane, Conan O’Ceallaigh and Vesna Jaksic
6248	Full-Scale Experimental Analysis of the Behavior of Electric Vehicle Fires and the Effectiveness of Extinguishing Methods by Ana Olona and Luis Castejon
6211	Generative AI as a Pillar for Predicting 2D and 3D Wildfire Spread: Beyond Physics-Based Models and Traditional Deep Learning by Haowen Xu, Sisi Zlatanova, Ruiyu Liang and Ismet Canbulat

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8593	Characterisation and Analysis of Large Forest Fires (LFFs) in the Canary Islands, 2012–2024 by Nerea Martín-Raya, Abel López-Díez and Álvaro Lillo Ezquerra
3695	A Review of Fire and Explosion Hazards in Sustainable Lithium-Ion Battery Recycling Industries by Dejian Wu
2887	Cascading Impacts of Wildfire Emissions on Air Quality, Human Health, and Climate Change Based on Literature Review by Erekso Hadiwijoyo, Hom Bahadur Rijal and Norhayati Abdullah
2717	Type IV High-Pressure Composite Pressure Vessels for Fire Fighting Equipment: A Comprehensive Review and Market Assessment by Krisztián Kun, Dávid István Kis and Caizhi Zhang
2580	Field-Based Fitness Tests Predict Completion of a Firefighter Recruit Academy by Scott D. Brau, Benjamin J. Mendelson, Rudi A. Marciniak, David J. Cornell and Kyle T. Ebersole
2515	A Hybrid Soot-MixFormer-Based Reconstruction Model for 2D Soot Spatial Distribution Inversion by Zhijie Huang, Xiansong Fu, Shouxiang Lu and Wenbin Yao
2507	Single-Particle Ignition Mechanism of Polyurethane Acoustic Foam by Fountain-Type Pyrotechnic Device: An Experimental Study by Maria Prodan, Emilian Ghicioi, George Artur Gaman, Daniel Pupazan, Marius Cornel Suvar, Nicolae Vlasin, Florin Manea, Irina Nalboc, Andrei Szollosi-Mota, Gheorghe Daniel Florea and Robert Laszlo
2489	A Refined Theoretical Model for Predicting Jet Fire Length from High-Pressure Hydrogen Leaks: Integration of Real-Gas Effects and Parametric Analysis by 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
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42139	Defining Extreme Wildfire Events: Difficulties, Challenges, and Impacts by Fantina Tedim, Vittorio Leone, Malik Amraoui, Christophe Bouillon, Michael R. Coughlan, Giuseppe M. Delogu, Paulo M. Fernandes, Carmen Ferreira, Sarah McCaffrey, Tara K. McGee, Joana Parente, Douglas Paton, Mário G. Pereira, Luís M. Ribeiro, Domingos X. Viegas and Gavriil Xanthopoulos
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30436	Assessment of Burned Areas during the Pantanal Fire Crisis in 2020 Using Sentinel-2 Images by Yosio Edemir Shimabukuro, Gabriel de Oliveira, Gabriel Pereira, Egidio Arai, Francielle Cardozo, Andeise Cerqueira Dutra and Guilherme Mataveli
28537	Towards an Integrated Approach to Wildfire Risk Assessment: When, Where, What and How May the Landscapes Burn by Emilio Chuvieco, Marta Yebra, Simone Martino, Kirsten Thonicke, Marta Gómez-Giménez, Jesus San-Miguel, Duarte Oom, Ramona Velea, Florent Mouillot, Juan R. Molina, Ana I. Miranda, Diogo Lopes, Michele Salis, Marin Bugaric, Mikhail Sofiev, Evgeny Kadantsev, Ioannis Z. Gitas, Dimitris Stavrakoudis, George Eftychidis, Avi Bar-Massada, Alex Neidermeier, Valerio Pampanoni, M. Lucrecia Pettinari, Fatima Arrogante-Funes, Clara Ochoa, Bruno Moreira and Domingos Viegas Show full author list Hide full author list

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3812	Deep Learning Approaches for Wildland Fires Using Satellite Remote Sensing Data: Detection, Mapping, and Prediction by Rafik Ghali and Moulay A. Akhloufi
3797	Towards an Integrated Approach to Wildfire Risk Assessment: When, Where, What and How May the Landscapes Burn by Emilio Chuvieco, Marta Yebra, Simone Martino, Kirsten Thonicke, Marta Gómez-Giménez, Jesus San-Miguel, Duarte Oom, Ramona Velea, Florent Mouillot, Juan R. Molina, Ana I. Miranda, Diogo Lopes, Michele Salis, Marin Bugaric, Mikhail Sofiev, Evgeny Kadantsev, Ioannis Z. Gitas, Dimitris Stavrakoudis, George Eftychidis, Avi Bar-Massada, Alex Neidermeier, Valerio Pampanoni, M. Lucrecia Pettinari, Fatima Arrogante-Funes, Clara Ochoa, Bruno Moreira and Domingos Viegas Show full author list Hide full author list
2646	Risk Assessment of Explosion Accidents in Hydrogen Fuel-Cell Rooms Using Experimental Investigations and Computational Fluid Dynamics Simulations by Byoungjik Park, Yangkyun Kim and In-Ju Hwang
2609	Video Fire Detection Methods Based on Deep Learning: Datasets, Methods, and Future Directions by Chengtuo Jin, Tao Wang, Naji Alhusaini, Shenghui Zhao, Huilin Liu, Kun Xu and Jin Zhang
2450	Machine Learning and Deep Learning for Wildfire Spread Prediction: A Review by Henintsoa S. Andrianarivony and Moulay A. Akhloufi
2424	Exploring and Testing Wildfire Risk Decision-Making in the Face of Deep Uncertainty by Bart R. Johnson, Alan A. Ager, Cody R. Evers, David W. Hulse, Max Nielsen-Pincus, Timothy J. Sheehan and John P. Bolte
2379	Reconnecting Fire Culture of Aboriginal Communities with Contemporary Wildfire Risk Management by Amos Atkinson and Cristina Montiel-Molina
2230	A Review of the Occurrence and Causes for Wildfires and Their Impacts on the Geoenvironment by Arvin Farid, Md Khorshed Alam, Venkata Siva Naga Sai Goli, Idil Deniz Akin, Taiwo Akinleye, Xiaohui Chen, Qing Cheng, Peter Cleall, Sabatino Cuomo, Vito Foresta, Shangqi Ge, Luca Iervolino, Pierrette Iradukunda, Charles H. Luce, Eugeniusz Koda, Slobodan B. Mickovski, Brendan C. O’Kelly, Evan K. Paleologos, Dario Peduto, Evan John Ricketts, Mojtaba Sadegh, Theo S. Sarris, Devendra N. Singh, Prithvendra Singh, Chao-Sheng Tang, Guillermo Tardio, Magdalena Daria Vaverková, Max Veneris and Jan Winkler Show full author list Hide full author list
2201	Recent Advances and Emerging Directions in Fire Detection Systems Based on Machine Learning Algorithms by Bogdan Marian Diaconu
2157	Socio-Psychological, Economic and Environmental Effects of Forest Fires by Stavros Kalogiannidis, Fotios Chatzitheodoridis, Dimitrios Kalfas, Christina Patitsa and Aristidis Papagrigoriou

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2450	Machine Learning and Deep Learning for Wildfire Spread Prediction: A Review by Henintsoa S. Andrianarivony and Moulay A. Akhloufi
2230	A Review of the Occurrence and Causes for Wildfires and Their Impacts on the Geoenvironment by Arvin Farid, Md Khorshed Alam, Venkata Siva Naga Sai Goli, Idil Deniz Akin, Taiwo Akinleye, Xiaohui Chen, Qing Cheng, Peter Cleall, Sabatino Cuomo, Vito Foresta, Shangqi Ge, Luca Iervolino, Pierrette Iradukunda, Charles H. Luce, Eugeniusz Koda, Slobodan B. Mickovski, Brendan C. O’Kelly, Evan K. Paleologos, Dario Peduto, Evan John Ricketts, Mojtaba Sadegh, Theo S. Sarris, Devendra N. Singh, Prithvendra Singh, Chao-Sheng Tang, Guillermo Tardio, Magdalena Daria Vaverková, Max Veneris and Jan Winkler Show full author list Hide full author list
2146	Multi-Classification Using YOLOv11 and Hybrid YOLO11n-MobileNet Models: A Fire Classes Case Study by Eman H. Alkhammash
2125	Forest Fire Prediction: A Spatial Machine Learning and Neural Network Approach by Sanjeev Sharma and Puskar Khanal
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1748	Recent Developments in Hydrogen Production, Storage, and Transportation: Challenges, Opportunities, and Perspectives by Sanjay Kumar Singh Patel, Rahul K. Gupta, M. V. Rohit and Jung-Kul Lee
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1055	Remote Sensing for Wildfire Mapping: A Comprehensive Review of Advances, Platforms, and Algorithms by Ruth E. Guiop-Servan, Alexander Cotrina-Sanchez, Jhoivi Puerta-Culqui, Manuel Oliva-Cruz and Elgar Barboza
920	Integrating Virtual Reality, Augmented Reality, Mixed Reality, Extended Reality, and Simulation-Based Systems into Fire and Rescue Service Training: Current Practices and Future Directions by Dusan Hancko, Andrea Majlingova and Danica Kačíková
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420	A Review of Fire and Explosion Hazards in Sustainable Lithium-Ion Battery Recycling Industries by Dejian Wu
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297	A Forest Fire Occurrence Prediction Method for Guizhou Province, China, Based on the Ignition Component by Guangyuan Wu, Yunlin Zhang, Aixia Luo, Jibin Ning, Lingling Tian and Guang Yang

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14165	Defining Extreme Wildfire Events: Difficulties, Challenges, and Impacts by Fantina Tedim, Vittorio Leone, Malik Amraoui, Christophe Bouillon, Michael R. Coughlan, Giuseppe M. Delogu, Paulo M. Fernandes, Carmen Ferreira, Sarah McCaffrey, Tara K. McGee, Joana Parente, Douglas Paton, Mário G. Pereira, Luís M. Ribeiro, Domingos X. Viegas and Gavriil Xanthopoulos
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6680	Catastrophic Bushfires, Indigenous Fire Knowledge and Reframing Science in Southeast Australia by Michael-Shawn Fletcher, Anthony Romano, Simon Connor, Michela Mariani and Shira Yoshi Maezumi
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