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Citations	Article
147	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
76	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
68	Deep Learning Approaches for Wildland Fires Using Satellite Remote Sensing Data: Detection, Mapping, and Prediction by Rafik Ghali and Moulay A. Akhloufi
50	Louvered Fin-and-Flat Tube Compact Heat Exchanger under Ultrasonic Excitation by Amin Amiri Delouei, Hasan Sajjadi, Meysam Atashafrooz, Mohammad Hesari, Mohamed Bechir Ben Hamida and Ahmad Arabkoohsar
49	Socio-Psychological, Economic and Environmental Effects of Forest Fires by Stavros Kalogiannidis, Fotios Chatzitheodoridis, Dimitrios Kalfas, Christina Patitsa and Aristidis Papagrigoriou
46	Green Conversion of Carbon Dioxide and Sustainable Fuel Synthesis by Hosam M. Saleh and Amal I. Hassan
38	Wildfire Risk Zone Mapping in Contrasting Climatic Conditions: An Approach Employing AHP and F-AHP Models by Aishwarya Sinha, Suresh Nikhil, Rajendran Shobha Ajin, Jean Homian Danumah, Sunil Saha, Romulus Costache, Ambujendran Rajaneesh, Kochappi Sathyan Sajinkumar, Kolangad Amrutha, Alfred Johny, Fahad Marzook, Pratheesh Chacko Mammen, Kamal Abdelrahman, Mohammed S. Fnais and Mohamed Abioui
38	Influence of Nano Composites on the Impact Resistance of Concrete at Elevated Temperatures by Balamurali Kanagaraj, Anand Nammalvar, A. Diana Andrushia, Beulah Gnana Ananthi Gurupatham and Krishanu Roy
37	Fire Protection and Evacuation Analysis in Underground Interchange Tunnels by Integrating BIM and Numerical Simulation by Zhen Liu, Xingyu Gu and Rui Hong
37	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

Citations	Article
32	Technological Aspects of Methane–Hydrogen Mixture Transportation through Operating Gas Pipelines Considering Industrial and Fire Safety by Vadim Fetisov, Hadi Davardoost and Veronika Mogylevets
25	Advancing Maritime Safety: Early Detection of Ship Fires through Computer Vision, Deep Learning Approaches, and Histogram Equalization Techniques by Aziza Ergasheva, Farkhod Akhmedov, Akmalbek Abdusalomov and Wooseong Kim
25	FFYOLO: A Lightweight Forest Fire Detection Model Based on YOLOv8 by Bensheng Yun, Yanan Zheng, Zhenyu Lin and Tao Li
24	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
22	YOLO-Based Models for Smoke and Wildfire Detection in Ground and Aerial Images by Leon Augusto Okida Gonçalves, Rafik Ghali and Moulay A. Akhloufi
20	RepVGG-YOLOv7: A Modified YOLOv7 for Fire Smoke Detection by Xin Chen, Yipeng Xue, Qingshan Hou, Yan Fu and Yaolin Zhu
20	Forest Fire Risk Prediction Based on Stacking Ensemble Learning for Yunnan Province of China by Yanzhi Li, Guohui Li, Kaifeng Wang, Zumin Wang and Yanqiu Chen
20	CNTCB-YOLOv7: An Effective Forest Fire Detection Model Based on ConvNeXtV2 and CBAM by Yiqing Xu, Jiaming Li, Long Zhang, Hongying Liu and Fuquan Zhang
19	The Other Side of Fire in a Changing Environment: Evidence from a Mediterranean Country by Dimitrios Kalfas, Stavros Kalogiannidis, Fotios Chatzitheodoridis and Nikolaos Margaritis
19	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

Citations	Article
18	Fire and Smoke Detection in Complex Environments by Furkat Safarov, Shakhnoza Muksimova, Misirov Kamoliddin and Young Im Cho
16	Multi-Classification Using YOLOv11 and Hybrid YOLO11n-MobileNet Models: A Fire Classes Case Study by Eman H. Alkhammash
14	Machine Learning and Deep Learning for Wildfire Spread Prediction: A Review by Henintsoa S. Andrianarivony and Moulay A. Akhloufi
13	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
13	A Comparative Analysis of YOLOv9, YOLOv10, YOLOv11 for Smoke and Fire Detection by Eman H. Alkhammash
10	Real-Time Forest Fire Detection with Lightweight CNN Using Hierarchical Multi-Task Knowledge Distillation by Ismail El-Madafri, Marta Peña and Noelia Olmedo-Torre
10	TFNet: Transformer-Based Multi-Scale Feature Fusion Forest Fire Image Detection Network by Hongying Liu, Fuquan Zhang, Yiqing Xu, Junling Wang, Hong Lu, Wei Wei and Jun Zhu
9	Advances in Detection and Monitoring of Coal Spontaneous Combustion: Techniques, Challenges, and Future Directions by Lucica Anghelescu and Bogdan Marian Diaconu
9	Recent Advances in MXene-Based Flame Retardants for Enhancing Fire Safety in Thermoplastic Resins by Qinhe Guo, Yao Yuan, Lulu Xu and Wei Wang
8	Wildfire Smoke Detection Enhanced by Image Augmentation with StyleGAN2-ADA for YOLOv8 and RT-DETR Models by Ganghyun Park and Yangwon Lee

Citations	Article
7	YOLOv8n-SMMP: A Lightweight YOLO Forest Fire Detection Model by Nianzu Zhou, Demin Gao and Zhengli Zhu
5	AI-Driven UAV Surveillance for Agricultural Fire Safety by Akmalbek Abdusalomov, Sabina Umirzakova, Komil Tashev, Nodir Egamberdiev, Guzalxon Belalova, Azizjon Meliboev, Ibragim Atadjanov, Zavqiddin Temirov and Young Im Cho
4	Classification and Prevention of Electrical Fires: A Comprehensive Review by Guohui Li, Jiapu Guo, Yanhao Kang, Que Huang, Junchao Zhao and Changcheng Liu
4	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
3	AH-YOLO: An Improved YOLOv8-Based Lightweight Model for Fire Detection in Aircraft Hangars by Li Deng, Zhuoyu Wang and Quanyi Liu
3	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
3	Lightweight YOLOv5s Model for Early Detection of Agricultural Fires by Saydirasulov Norkobil Saydirasulovich, Sabina Umirzakova, Abduazizov Nabijon Azamatovich, Sanjar Mukhamadiev, Zavqiddin Temirov, Akmalbek Abdusalomov and Young Im Cho
2	AI-Driven Boost in Detection Accuracy for Agricultural Fire Monitoring by Akmalbek Abdusalomov, Sabina Umirzakova, Komil Tashev, Jasur Sevinov, Zavqiddin Temirov, Bahodir Muminov, Abror Buriboev, Lola Safarova Ulmasovna and Cheolwon Lee
2	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
2	Pyrolysis Kinetics and Gas Evolution of Flame-Retardant PVC and PE: A TG-FTIR-GC/MS Study by Wen-Wei Su, Yang Li, Peng-Rui Man, Ya-Wen Sheng and Jian Wang

Citations	Article
356	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
184	We’re Not Doing Enough Prescribed Fire in the Western United States to Mitigate Wildfire Risk by Crystal A. Kolden
151	Forest Fire Susceptibility and Risk Mapping Using Social/Infrastructural Vulnerability and Environmental Variables by Omid Ghorbanzadeh, Thomas Blaschke, Khalil Gholamnia and Jagannath Aryal
147	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
134	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
133	The 2017 North Bay and Southern California Fires: A Case Study by Nicholas J. Nauslar, John T. Abatzoglou and Patrick T. Marsh
110	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
87	The Year 2017: Megafires and Management in the Cerrado by Alessandra Fidelis, Swanni T. Alvarado, Ana Carolina S. Barradas and Vânia R. Pivello
82	What Do the Australian Black Summer Fires Signify for the Global Fire Crisis? by Rachael H. Nolan, David M. J. S. Bowman, Hamish Clarke, Katharine Haynes, Mark K. J. Ooi, Owen F. Price, Grant J. Williamson, Joshua Whittaker, Michael Bedward, Matthias M. Boer, Vanessa I. Cavanagh, Luke Collins, Rebecca K. Gibson, Anne Griebel, Meaghan E. Jenkins, David A. Keith, Allen P. Mcilwee, Trent D. Penman, Stephanie A. Samson, Mark G. Tozer and Ross A. Bradstock Show full author list Hide full author list
79	Switching on the Big Burn of 2017 by Jennifer K. Balch, Tania Schoennagel, A. Park Williams, John T. Abatzoglou, Megan E. Cattau, Nathan P. Mietkiewicz and Lise A. St. Denis

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28992	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
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20706	The Curse of Conservation: Empirical Evidence Demonstrating That Changes in Land-Use Legislation Drove Catastrophic Bushfires in Southeast Australia by Alice Laming, Michael-Shawn Fletcher, Anthony Romano, Russell Mullett, Simon Connor, Michela Mariani, S. Yoshi Maezumi and Patricia S. Gadd
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19755	Deep Learning Approaches for Wildland Fires Using Satellite Remote Sensing Data: Detection, Mapping, and Prediction by Rafik Ghali and Moulay A. Akhloufi
17578	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
15169	Recent Advances and Emerging Directions in Fire Detection Systems Based on Machine Learning Algorithms by Bogdan Marian Diaconu
14604	Fire Regimes of Utah: The Past as Prologue by Joseph D. Birch and James A. Lutz

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26477	Lightning-Induced Wildfires: An Overview by Yang Song, Cangsu Xu, Xiaolu Li and Francis Oppong
15169	Recent Advances and Emerging Directions in Fire Detection Systems Based on Machine Learning Algorithms by Bogdan Marian Diaconu
14604	Fire Regimes of Utah: The Past as Prologue by Joseph D. Birch and James A. Lutz
13718	Machine Learning and Deep Learning for Wildfire Spread Prediction: A Review by Henintsoa S. Andrianarivony and Moulay A. Akhloufi
13328	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
11249	Fire and Smoke Detection Using Fine-Tuned YOLOv8 and YOLOv7 Deep Models by Mohamed Chetoui and Moulay A. Akhloufi
10121	Bushfire Management Strategies: Current Practice, Technological Advancement and Challenges by Sahan Bandara, Satheeskumar Navaratnam and Pathmanathan Rajeev
9276	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
8490	Unraveling the Characteristics of ESS Fires in South Korea: An In-Depth Analysis of ESS Fire Investigation Outcomes by Yong-Un Na and Jae-Wook Jeon
8293	Forest Fire Prediction: A Spatial Machine Learning and Neural Network Approach by Sanjeev Sharma and Puskar Khanal

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23469	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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3129	Deep Learning Approaches for Wildland Fires Using Satellite Remote Sensing Data: Detection, Mapping, and Prediction by Rafik Ghali and Moulay A. Akhloufi
3006	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
2763	Green Conversion of Carbon Dioxide and Sustainable Fuel Synthesis by Hosam M. Saleh and Amal I. Hassan
2625	Assessment of the Effects of the 2021 Caldor Megafire on Soil Physical Properties, Eastern Sierra Nevada, USA by Brad Sion, Vera Samburova, Markus Berli, Christopher Baish, Janelle Bustarde and Sally Houseman
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2204	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
1659	Multi-Classification Using YOLOv11 and Hybrid YOLO11n-MobileNet Models: A Fire Classes Case Study by Eman H. Alkhammash
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1603	Machine Learning and Deep Learning for Wildfire Spread Prediction: A Review by Henintsoa S. Andrianarivony and Moulay A. Akhloufi
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1314	Contemporary Fire Safety Engineering in Timber Structures: Challenges and Solutions by Xiaowei Zang, Wei Liu, Dali Wu, Xuhai Pan, Wei Zhang, Haitao Bian and Ruiqi Shen

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1659	Multi-Classification Using YOLOv11 and Hybrid YOLO11n-MobileNet Models: A Fire Classes Case Study by Eman H. Alkhammash
1603	Machine Learning and Deep Learning for Wildfire Spread Prediction: A Review by Henintsoa S. Andrianarivony and Moulay A. Akhloufi
974	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
801	Advances in Detection and Monitoring of Coal Spontaneous Combustion: Techniques, Challenges, and Future Directions by Lucica Anghelescu and Bogdan Marian Diaconu
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