116 citations as recorded by crossref.

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2. Mapping future fire probability under climate change: Does vegetation matter? A. Syphard et al. https://doi.org/10.1371/journal.pone.0201680
3. A Revised Historical Fire Regime Analysis in Tunisia (1985–2010) from a Critical Analysis of the National Fire Database and Remote Sensing C. Belhadj-Khedher et al. https://doi.org/10.3390/f9020059
4. Getting Ahead of the Wildfire Problem: Quantifying and Mapping Management Challenges and Opportunities C. O’Connor et al. https://doi.org/10.3390/geosciences6030035
5. Human presence diminishes the importance of climate in driving fire activity across the United States A. Syphard et al. https://doi.org/10.1073/pnas.1713885114
6. Agency records of wildfires caused by firearms use in the United States K. Short & M. Finney https://doi.org/10.1016/j.firesaf.2022.103622
7. Spatial and temporal variability of forest fires in the Republic of Korea over 1991–2020 J. Kim et al. https://doi.org/10.1007/s11069-025-07169-4
8. Is Climate Change Restoring Historical Fire Regimes across Temperate Landscapes of the San Juan Mountains, Colorado, USA? W. Baker https://doi.org/10.3390/land11101615
9. Detection rates and biases of fire observations from MODIS and agency reports in the conterminous United States E. Fusco et al. https://doi.org/10.1016/j.rse.2018.10.028
10. A comprehensive survey of research towards AI-enabled unmanned aerial systems in pre-, active-, and post-wildfire management S. Boroujeni et al. https://doi.org/10.1016/j.inffus.2024.102369
11. Relationships between fire danger and the daily number and daily growth of active incidents burning in the northern Rocky Mountains, USA P. Freeborn et al. https://doi.org/10.1071/WF14152
12. Assessing Transboundary Wildfire Exposure in the Southwestern United States A. Ager et al. https://doi.org/10.1111/risa.12999
13. Downslope Wind‐Driven Fires in the Western United States J. Abatzoglou et al. https://doi.org/10.1029/2022EF003471
14. Impacts of changing fire weather conditions on reconstructed trends in U.S. wildland fire activity from 1979 to 2014 P. Freeborn et al. https://doi.org/10.1002/2016JG003617
15. Satellite versus ground-based estimates of burned area: A comparison between MODIS based burned area and fire agency reports over North America in 2007 S. Mangeon et al. https://doi.org/10.1177/2053019615588790
16. Modeling Fuel Treatment Leverage: Encounter Rates, Risk Reduction, and Suppression Cost Impacts M. Thompson et al. https://doi.org/10.3390/f8120469
17. Population exposure to pre-emptive de-energization aimed at averting wildfires in Northern California J. Abatzoglou et al. https://doi.org/10.1088/1748-9326/aba135
18. Spatial optimization of operationally relevant large fire confine and point protection strategies: model development and test cases Y. Wei et al. https://doi.org/10.1139/cjfr-2017-0271
19. Projecting wildfire emissions over the south-eastern United States to mid-century U. Shankar et al. https://doi.org/10.1071/WF17116
20. Introducing Spatially Distributed Fire Danger from Earth Observations (FDEO) Using Satellite-Based Data in the Contiguous United States A. Farahmand et al. https://doi.org/10.3390/rs12081252
21. Negative consequences of positive feedbacks in US wildfire management D. Calkin et al. https://doi.org/10.1186/s40663-015-0033-8
22. Distinct seasonality and trends of natural and anthropogenic wildfires in boreal forests C. Gao et al. https://doi.org/10.1016/j.agrformet.2026.111436
23. Identifying Key Drivers of Wildfires in the Contiguous US Using Machine Learning and Game Theory Interpretation S. Wang et al. https://doi.org/10.1029/2020EF001910
24. Wildfire Smoke Cools Summer River and Stream Water Temperatures A. David et al. https://doi.org/10.1029/2018WR022964
25. Spatial multi-criteria analysis for prioritising forest management zones to prevent large forest fires in Catalonia (NE Spain) G. Krsnik et al. https://doi.org/10.1016/j.envc.2024.100959
26. Prioritization of Forest Restoration Projects: Tradeoffs between Wildfire Protection, Ecological Restoration and Economic Objectives K. Vogler et al. https://doi.org/10.3390/f6124375
27. Deliberate fires: From data to intelligence E. Bruenisholz et al. https://doi.org/10.1016/j.forsciint.2019.05.046
28. Recreation and firearms use as an emerging wildfire risk on western United States National Conservation Lands M. Dolman et al. https://doi.org/10.1016/j.jenvman.2026.128564
29. Projecting wildfire area burned in the south-eastern United States, 2011–60 J. Prestemon et al. https://doi.org/10.1071/WF15124
30. Human ignitions on private lands drive USFS cross-boundary wildfire transmission and community impacts in the western US W. Downing et al. https://doi.org/10.1038/s41598-022-06002-3
31. State of Wildfires 2023–2024 M. Jones et al. https://doi.org/10.5194/essd-16-3601-2024
32. A hybrid artificial intelligence approach using GIS-based neural-fuzzy inference system and particle swarm optimization for forest fire susceptibility modeling at a tropical area D. Tien Bui et al. https://doi.org/10.1016/j.agrformet.2016.11.002
33. Environmental Conditions, Ignition Type, and Air Quality Impacts of Wildfires in the Southeastern and Western United States S. Brey et al. https://doi.org/10.1029/2018EF000972
34. Wildland fire deficit and surplus in the western United States, 1984–2012 S. Parks et al. https://doi.org/10.1890/ES15-00294.1
35. Large wildfire driven increases in nighttime fire activity observed across CONUS from 2003–2020 P. Freeborn et al. https://doi.org/10.1016/j.rse.2021.112777
36. Atmospheric and Surface Climate Associated With 1986–2013 Wildfires in North America S. Hostetler et al. https://doi.org/10.1029/2017JG004195
37. Fire as a fundamental ecological process: Research advances and frontiers K. McLauchlan et al. https://doi.org/10.1111/1365-2745.13403
38. Large role of anthropogenic climate change in driving smoke concentrations across the western United States from 1992 to 2020 X. Feng et al. https://doi.org/10.1073/pnas.2421903122
39. The Western United States MTBS-Interagency database of large wildfires, 1984–2024 (WUMI2024a) A. Williams et al. https://doi.org/10.5194/essd-17-7359-2025
40. Lightning‐Ignited Wildfires in the Western United States: Ignition Precipitation and Associated Environmental Conditions D. Kalashnikov et al. https://doi.org/10.1029/2023GL103785
41. Climate change is increasing the likelihood of extreme autumn wildfire conditions across California M. Goss et al. https://doi.org/10.1088/1748-9326/ab83a7
42. A framework for developing safe and effective large-fire response in a new fire management paradigm C. Dunn et al. https://doi.org/10.1016/j.foreco.2017.08.039
43. Building Loss in WUI Disasters: Evaluating the Core Components of the Wildland–Urban Interface Definition M. Caggiano et al. https://doi.org/10.3390/fire3040073
44. Mapping burned areas using dense time-series of Landsat data T. Hawbaker et al. https://doi.org/10.1016/j.rse.2017.06.027
45. Analyzing fine-scale spatiotemporal drivers of wildfire in a forest landscape model A. Ager et al. https://doi.org/10.1016/j.ecolmodel.2018.06.018
46. Human activity, daylight saving time and wildfire occurrence Y. Kountouris https://doi.org/10.1016/j.scitotenv.2020.138044
47. Recent Advances and Remaining Uncertainties in Resolving Past and Future Climate Effects on Global Fire Activity A. Williams & J. Abatzoglou https://doi.org/10.1007/s40641-016-0031-0
48. A Hybrid GIS and AHP Approach for Modelling Actual and Future Forest Fire Risk Under Climate Change Accounting Water Resources Attenuation Role G. Busico et al. https://doi.org/10.3390/su11247166
49. Review of Pathways for Building Fire Spread in the Wildland Urban Interface Part I: Exposure Conditions S. Caton et al. https://doi.org/10.1007/s10694-016-0589-z
50. Assessing satellite-derived fire patches with functional diversity trait methods M. Moreno et al. https://doi.org/10.1016/j.rse.2020.111897
51. Post-wildfire rebuilding and new development in California indicates minimal adaptation to fire risk H. Kramer et al. https://doi.org/10.1016/j.landusepol.2021.105502
52. A Catastrophe Bond Design for the Financial Resilience of Electric Utilities Against Wildfires S. Nematshahi et al. https://doi.org/10.1109/TEMPR.2024.3501012
53. Past Variance and Future Projections of the Environmental Conditions Driving Western U.S. Summertime Wildfire Burn Area S. Brey et al. https://doi.org/10.1029/2020EF001645
54. Sources and implications of bias and uncertainty in a century of US wildfire activity data K. Short https://doi.org/10.1071/WF14190
55. Mid‐21st‐century climate changes increase predicted fire occurrence and fire season length, Northern Rocky Mountains, United States K. Riley & R. Loehman https://doi.org/10.1002/ecs2.1543
56. Constructing a Comprehensive National Wildfire Database from Incomplete Sources: Israel as a Case Study E. Guk et al. https://doi.org/10.3390/fire6040131
57. Projected increases in western US forest fire despite growing fuel constraints J. Abatzoglou et al. https://doi.org/10.1038/s43247-021-00299-0
58. A Model-Based Framework to Evaluate Alternative Wildfire Suppression Strategies K. Riley et al. https://doi.org/10.3390/resources7010004
59. The importance of small fires for wildfire hazard in urbanised landscapes of the northeastern US A. Carlson et al. https://doi.org/10.1071/WF20186
60. The Construction of Probabilistic Wildfire Risk Estimates for Individual Real Estate Parcels for the Contiguous United States E. Kearns et al. https://doi.org/10.3390/fire5040117
61. Quantifying the effects of environmental factors on wildfire burned area in the south central US using integrated machine learning techniques S. Wang & Y. Wang https://doi.org/10.5194/acp-20-11065-2020
62. High and Low Air Temperatures and Natural Wildfire Ignitions in the Sierra Nevada Region M. Petrie et al. https://doi.org/10.3390/environments9080096
63. Spatial Predictions of Human and Natural-Caused Wildfire Likelihood across Montana (USA) A. Jiménez-Ruano et al. https://doi.org/10.3390/f13081200
64. Applications of simulation-based burn probability modelling: a review M. Parisien et al. https://doi.org/10.1071/WF19069
65. Determining Fire Dates and Locating Ignition Points With Satellite Data A. Benali et al. https://doi.org/10.3390/rs8040326
66. A comparison of the US National Fire Danger Rating System (NFDRS) with recorded fire occurrence and final fire size N. Walding et al. https://doi.org/10.1071/WF17030
67. A weekly, continually updated dataset of the probability of large wildfires across western US forests and woodlands M. Gray et al. https://doi.org/10.5194/essd-10-1715-2018
68. A review of challenges to determining and demonstrating efficiency of large fire management M. Thompson et al. https://doi.org/10.1071/WF16137
69. Changes to the Monitoring Trends in Burn Severity program mapping production procedures and data products J. Picotte et al. https://doi.org/10.1186/s42408-020-00076-y
70. Physical, social, and biological attributes for improved understanding and prediction of wildfires: FPA FOD-Attributes dataset Y. Pourmohamad et al. https://doi.org/10.5194/essd-16-3045-2024
71. A social-ecological network approach for understanding wildfire risk governance M. Hamilton et al. https://doi.org/10.1016/j.gloenvcha.2018.11.007
72. Human-started wildfires expand the fire niche across the United States J. Balch et al. https://doi.org/10.1073/pnas.1617394114
73. Climate-induced variations in global wildfire danger from 1979 to 2013 W. Jolly et al. https://doi.org/10.1038/ncomms8537
74. Parallel Implementation of the Algorithm to Compute Forest Fire Impact on Infrastructure Facilities of JSC Russian Railways N. Baranovskiy et al. https://doi.org/10.3390/a14110333
75. Application of Wildfire Risk Assessment Results to Wildfire Response Planning in the Southern Sierra Nevada, California, USA M. Thompson et al. https://doi.org/10.3390/f7030064
76. All-hazards dataset mined from the US National Incident Management System 1999–2020 L. St. Denis et al. https://doi.org/10.1038/s41597-023-01955-0
77. Wildfire Trend Analysis over the Contiguous United States Using Remote Sensing Observations J. Salguero et al. https://doi.org/10.3390/rs12162565
78. Spatial heterogeneity of winds during Santa Ana and non-Santa Ana wildfires in Southern California with implications for fire risk modeling A. Dye et al. https://doi.org/10.1016/j.heliyon.2020.e04159
79. Regional patterns in U.S. wildfire activity: the critical role of ignition sources A. Syphard et al. https://doi.org/10.1088/1748-9326/adc9c8
80. Quantifying the human influence on fire ignition across the westernUSA E. Fusco et al. https://doi.org/10.1002/eap.1395
81. Multi-year predictability of climate, drought, and wildfire in southwestern North America Y. Chikamoto et al. https://doi.org/10.1038/s41598-017-06869-7
82. Queimar ou não queimar? A história da construção de um novo paradigma de manejo do fogo na Venezuela por meio da interculturalidade B. Bilbao et al. https://doi.org/10.37002/biobrasil.v11i2.1878
83. Declining anthropogenic wildfires in South American savannas Y. Lou et al. https://doi.org/10.1016/j.gloplacha.2026.105305
84. Concurrent and antecedent soil moisture relate positively or negatively to probability of large wildfires depending on season E. Krueger et al. https://doi.org/10.1071/WF15104
85. Severe Fire Danger Index: A Forecastable Metric to Inform Firefighter and Community Wildfire Risk Management W. Jolly et al. https://doi.org/10.3390/fire2030047
86. A Classification of US Wildland Firefighter Entrapments Based on Coincident Fuels, Weather, and Topography W. Page et al. https://doi.org/10.3390/fire2040052
87. Modernizing the US National Fire Danger Rating System (version 4): Simplified fuel models and improved live and dead fuel moisture calculations W. Jolly et al. https://doi.org/10.1016/j.envsoft.2024.106181
88. Application of the wildland fire emissions inventory system to estimate fire emissions on forest lands of the United States J. Smith et al. https://doi.org/10.1186/s13021-024-00274-0
89. A monthly gridded burned area database of national wildland fire data A. Gincheva et al. https://doi.org/10.1038/s41597-024-03141-2
90. Two and a half decades of United States wildfire burn zone disaster data, 2000-2025 L. Wilner et al. https://doi.org/10.1038/s41597-025-06226-8
91. Estimating the effects of meteorology and land cover on fire growth in Peru using a novel difference equation model H. Podschwit et al. https://doi.org/10.5194/nhess-23-2607-2023
92. Association of herbaceous fractional cover and wildfire ignition in Mediterranean-type ecosystems K. West et al. https://doi.org/10.1071/WF26085
93. A New Picture of Fire Extent, Variability, and Drought Interaction in Prescribed Fire Landscapes: Insights From Florida Government Records H. Nowell et al. https://doi.org/10.1029/2018GL078679
94. Increasing concurrence of wildfire drivers tripled megafire critical danger days in Southern California between1982 and 2018 M. Khorshidi et al. https://doi.org/10.1088/1748-9326/abae9e
95. Studying interregional wildland fire engine assignments for large fire suppression E. Belval et al. https://doi.org/10.1071/WF16162
96. From Ecological Monitoring to Prevention Decision Support: A Critical Review of Artificial Intelligence for Forest Fire Prevention S. Feng et al. https://doi.org/10.3390/f17070817
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114. Journals with open-discussion forums are excellent educational resources for peer review training exercises N. Borduas-Dedekind et al. https://doi.org/10.5194/essd-15-1437-2023
115. Extratropical forests increasingly at risk due to lightning fires T. Janssen et al. https://doi.org/10.1038/s41561-023-01322-z
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