Wildfire Ignitions: A Review of the Science and Recommendations for Empirical Modeling

Implications of changing climate for global wildland fire

Flannigan, M. D., Krawchuk, M. A., de Groot, W. J., Wotton, B. M., & Gowman, L. M. (2009) · International Journal of Wildland Fire · doi:10.1071/wf08187 · Cited by 1,460 · see citing works

Climate and wildfire area burned in western U.S. ecoprovinces, 1916-2003.

Littell, J., McKenzie, D., Peterson, D., & Westerling, A. (2009) · Ecological Applications · doi:10.1890/07-1183.1 · Cited by 1,120 · see citing works

Human influence on California fire regimes

Syphard, A. D., Radeloff, V. C., Keeley, J. E., Hawbaker, T. J., Clayton, M. K., Stewart, S. I., & Hammer, R. B. (2007) · Ecological Applications · doi:10.1890/06-1128.1 · Cited by 661 · see citing works

Continued warming could transform Greater Yellowstone fire regimes by mid-21st century

Westerling, A. L., Turner, M. G., Smithwick, E. A. H., Romme, W. H., & Ryan, M. G. (2011) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1110199108 · Cited by 630 · see citing works

A Model for Predicting Continental‐Scale Vegetation Distribution and Water Balance

Neilson, R. P. (1995) · Ecological Applications · doi:10.2307/1942028 · Cited by 577 · see citing works

Human-caused wildfire risk rating for prevention planning in Spain

Martínez‐Fernández, J., Vega‐García, C., & Chuvieco, E. (2008) · Journal of Environmental Management · doi:10.1016/j.jenvman.2008.07.005 · Cited by 467 · see citing works

Climate change and wildfire in California

Westerling, A. L., & Bryant, B. P. (2008) · Climatic Change · doi:10.1007/s10584-007-9363-z · Cited by 432 · see citing works

A simulation of probabilistic wildfire risk components for the continental United States

Finney, M. A., McHugh, C. W., Grenfell, I. C., Riley, K. L., & Short, K. C. (2011) · Stochastic Environmental Research and Risk Assessment · doi:10.1007/s00477-011-0462-z · Cited by 420 · see citing works

Environmental controls on the distribution of wildfire at multiple spatial scales

Parisien, M.-A., & Moritz, M. A. (2009) · Ecological Monographs · doi:10.1890/07-1289.1 · Cited by 383 · see citing works

The 1978 National Fire-Danger Rating System: technical documentation

Bradshaw, L., Deeming, J. E., Burgan, R. E., & Cohen, J. D. (1984) · doi:10.2737/int-gtr-169 · Cited by 381 · see citing works

Probability based models for estimation of wildfire risk*

Preisler, H. K., Brillinger, D. R., Burgan, R. E., & Benoit, J. W. (2004) · International Journal of Wildland Fire · doi:10.1071/wf02061 · Cited by 306 · see citing works

ENVIRONMENTAL AND SOCIAL FACTORS INFLUENCING WILDFIRES IN THE UPPER MIDWEST, UNITED STATES

Cardille, J. A., Ventura, S. J., & Turner, M. G. (2001) · Ecological Applications · doi:10.1890/1051-0761(2001)011[0111:easfiw]2.0.co;2 · Cited by 304 · see citing works

World Fire: The Culture of Fire on Earth

(1996) · Ecological Restoration · doi:10.3368/er.14.1.95a · Cited by 293 · see citing works

Conservation Threats Due to Human‐Caused Increases in Fire Frequency in Mediterranean‐Climate Ecosystems

Syphard, A. D., Radeloff, V. C., Hawbaker, T. J., & Stewart, S. I. (2009) · Conservation Biology · doi:10.1111/j.1523-1739.2009.01223.x · Cited by 250 · see citing works

Uncertainty in surface-fire history: the case of ponderosa pine forests in the western United States

Baker, W. L., & Ehle, D. S. (2001) · Canadian Journal of Forest Research · doi:10.1139/x01-046 · Cited by 204 · see citing works

A Logit Model for Predicting the Daily Occurrence of Human Caused Forest-Fires

Vega‐García, C., Woodard, P. M., Titus, S., Adamowicz, W., & Lee, B. (1995) · International Journal of Wildland Fire · doi:10.1071/wf9950101 · Cited by 202 · see citing works

Evaluation of fire danger rating indexes using logistic regression and percentile analysis

Andrews, P. L., Loftsgaarden, D. O., & Bradshaw, L. (2003) · International Journal of Wildland Fire · doi:10.1071/wf02059 · Cited by 183 · see citing works

Spatial Patterns of Modern Period Human-Caused Fire Occurrence in the Missouri Ozark Highlands

Yang, J., He, H. S., Shifley, S. R., & Gustafson, E. J. (2007) · Forest Science · doi:10.1093/forestscience/53.1.1 · Cited by 173 · see citing works

A logistic model for predicting daily people-caused forest fire occurrence in Ontario

Martell, D. L., Otukol, S., & Stocks, B. J. (1987) · Canadian Journal of Forest Research · doi:10.1139/x87-068 · Cited by 151 · see citing works

The Estimation of Snowfall Rate Using Visibility

Rasmussen, R., Vivekanandan, J., Cole, J., Myers, B. B., & Masters, C. O. (1999) · Journal of applied meteorology · doi:10.1175/1520-0450(1999)038 · Cited by 144 · see citing works

Cost-Outcome Analysis in Injury Prevention and Control

Miller, T. R., & Levy, D. T. (2000) · Medical Care · doi:10.1097/00005650-200006000-00003 · Cited by 118 · see citing works

Understanding Broadscale Wildfire Risks in a Human-Dominated Landscape

Prestemon, J. P., Pye, J. M., Butry, D. T., Holmes, T. P., & Mercer, D. E. (2002) · Forest Science · doi:10.1093/forestscience/48.4.685 · Cited by 116 · see citing works

Time to Burn: Modeling Wildland Arson as an Autoregressive Crime Function

Prestemon, J. P., & Butry, D. T. (2005) · American Journal of Agricultural Economics · doi:10.1111/j.1467-8276.2005.00760.x · Cited by 115 · see citing works

Spatio-temporal analysis of wildfire ignitions in the St Johns River Water Management District, Florida

Genton, M. G., Butry, D. T., Gumpertz, M. L., & Prestemon, J. P. (2006) · International Journal of Wildland Fire · doi:10.1071/wf04034 · Cited by 102 · see citing works

Pathways for climate change effects on fire: models, data, and uncertainties

Hessl, A. E. (2011) · Progress in Physical Geography: Earth and Environment · doi:10.1177/0309133311407654 · Cited by 100 · see citing works

Bushfire incidence, fire hazard and fuel reduction burning

Gill, A. M., Christian, K. R., Moore, P. H. R., & Forrester, R. I. (1987) · Australian Journal of Ecology · doi:10.1111/j.1442-9993.1987.tb00950.x · Cited by 93 · see citing works

Predicting climate change effects on wildfires requires linking processes across scales

Macias‐Fauria, M., Michaletz, S. T., & Johnson, E. A. (2010) · Wiley Interdisciplinary Reviews Climate Change · doi:10.1002/wcc.92 · Cited by 84 · see citing works

Modeling spatio-temporal wildfire ignition point patterns

Hering, A. S., Bell, C. L., & Genton, M. G. (2008) · Environmental and Ecological Statistics · doi:10.1007/s10651-007-0080-6 · Cited by 78 · see citing works

How Climate and Vegetation Influence the fire Regime of the Alaskan Boreal Biome: The Holocene Perspective

Hu, F. S., Brubaker, L. B., Gavin, D. G., Higuera, P. E., Lynch, J. A., Rupp, T. S., & Tinner, W. (2006) · Mitigation and Adaptation Strategies for Global Change · doi:10.1007/s11027-005-9015-4 · Cited by 74 · see citing works

Human Influences on Wildfire in Alaska from 1988 through 2005: An Analysis of the Spatial Patterns of Human Impacts

Calef, M. P., McGuire, A. D., & Chapin, F. S. (2008) · Earth Interactions · doi:10.1175/2007ei220.1 · Cited by 72 · see citing works

Net Benefits of Wildfire Prevention Education Efforts

Prestemon, J. P., Butry, D. T., Abt, K. L., & Sutphen, R. (2010) · Forest Science · doi:10.1093/forestscience/56.2.181 · Cited by 70 · see citing works

Evaluating Alternative Prescribed Burning Policies to Reduce Net Economic Damages from Wildfire

Mercer, D. E., Prestemon, J. P., Butry, D. T., & Pye, J. M. (2007) · American Journal of Agricultural Economics · doi:10.1111/j.1467-8276.2007.00963.x · Cited by 69 · see citing works

Forecasting distributions of large federal-lands fires utilizing satellite and gridded weather information

Preisler, H. K., Burgan, R. E., Eidenshink, J. C., Klaver, J. M., & Klaver, R. W. (2009) · International Journal of Wildland Fire · doi:10.1071/wf08032 · Cited by 61 · see citing works

SETTIN‘ THE WOODS ON FIRE: RURAL INCENDIARISM AS PROTEST

Kuhlken, R. (1999) · Geographical Review · doi:10.1111/j.1931-0846.1999.tb00223.x · Cited by 57 · see citing works

Wildland fire probabilities estimated from weather model-deduced monthly mean fire danger indices

Preisler, H. K., Chen, S., Fujioka, F. M., Benoit, J. W., & Westerling, A. L. (2008) · International Journal of Wildland Fire · doi:10.1071/wf06162 · Cited by 55 · see citing works

Protecting People and Sustaining Resources in Fire-Adapted Ecosystems A Cohesive Strategy

Laverty, L., & Williams, J. D. (2000) · Cited by 54 · see citing works

Fire-Danger Rating and Wildfire Occurrence in the Northeastern United States

Haines, D. A., Main, W. A., Frost, J. S., & Simard, A. J. (1983) · Forest Science · doi:10.1093/forestscience/29.4.679 · Cited by 54 · see citing works

Tending the Wilderness

Anderson, M. K. (1996) · Ecological Restoration · doi:10.3368/er.14.2.154 · Cited by 53 · see citing works

Spatial distribution of human-caused forest fires in Galicia (NW Spain)

Amil, M. L. C., Touza, J., & Prestemon, J. P. (2010) · WIT transactions on ecology and the environment · doi:10.2495/fiva100221 · Cited by 51 · see citing works

Forecasting intentional wildfires using temporal and spatiotemporal autocorrelations

Prestemon, J. P., Amil, M. L. C., Touza, J., & Goodrick, S. L. (2012) · International Journal of Wildland Fire · doi:10.1071/wf11049 · Cited by 50 · see citing works

Model-Generated Predictions of Dry Thunderstorm Potential

Rorig, M. L., McKay, S. J., Ferguson, S. A., & Werth, P. A. (2007) · Journal of Applied Meteorology and Climatology · doi:10.1175/jam2482.1 · Cited by 48 · see citing works

Fire Scarring Patterns in Sierra Nevada Wilderness Areas Burned by Multiple Wildland Fire Use Fires

Collins, B. M., & Stephens, S. L. (2007) · Fire Ecology · doi:10.4996/fireecology.0302053 · Cited by 38 · see citing works

Peasants in complex society

Gamst, F. C. (1974) · Medical Entomology and Zoology · Cited by 34 · see citing works

Economic optimisation of wildfire intervention activities

Butry, D. T., Prestemon, J. P., Abt, K. L., & Sutphen, R. (2010) · International Journal of Wildland Fire · doi:10.1071/wf09090 · Cited by 33 · see citing works

Prescribed Fire In the Interface: Separating The People From The Trees

Butry, D. T., Pye, J. M., & Prestemon, J. P. (2002) · Cited by 27 · see citing works

Using the 21 June 2008 California Lightning Outbreak to Improve Dry Lightning Forecast Procedures

Wallmann, J., Milne, R., Smallcomb, C., & Mehle, M. (2010) · Weather and Forecasting · doi:10.1175/2010waf2222393.1 · Cited by 26 · see citing works

Spatio-Temporal Wildland Arson Crime FunctionsPreprint

Butry, D. T., & Prestemon, J. P. (2005) · RePEc: Research Papers in Economics · doi:10.22004/ag.econ.19197 · Cited by 25 · see citing works

Enticing Arsonists with Broken Windows and Social Disorder

Thomas, D. S., Butry, D. T., & Prestemon, J. P. (2010) · Fire Technology · doi:10.1007/s10694-010-0145-1 · Cited by 23 · see citing works

Fire history in the Ohio River Valley and its relation to climate

Yaussy, D. A., & Sutherland, E. K. (1994) · Cited by 17 · see citing works

Optimal timing of wildfire prevention education

Butry, D. T., Prestemon, J. P., & Abt, K. L. (2010) · WIT transactions on ecology and the environment · doi:10.2495/fiva100181 · Cited by 12 · see citing works

Southern Woods-Burners: A Descriptive Analysis

Doolittle, M. L., & Lightsey, M. L. (1979) · Cited by 11 · see citing works

Wildland arson: a research assessment.

Prestemon, J. P., & Butry, D. T. (2010) · General Technical Report, Pacific Northwest Research Station, USDA Forest Service · Cited by 7 · see citing works

Classifying Wildfire Causes in the USDA Forest Service: Problems and Alternatives

Donoghue, L. R. (1982) · doi:10.2737/nc-rn-280 · Cited by 7 · see citing works

Wildfire prevention engineering systems

Pottharst, E., & Mar, B. W. (1981) · Canadian Journal of Forest Research · doi:10.1139/x81-044 · Cited by 5 · see citing works

Untitled work

Price, C. (1994) · doi:10.1175/1520-0442(1994)007

Global and Regional Trends and Drivers of Fire Under Climate Change

Jones, M. W., Abatzoglou, J. T., Veraverbeke, S., Andela, N., Lasslop, G., Forkel, M., Smith, A. J. P., Burton, C., Betts, R. A., van der Werf, G. R., et al. (2022) · Reviews of Geophysics · doi:10.1029/2020rg000726 · Cited by 1,332 · see citing works

Future Fire Impacts on Smoke Concentrations, Visibility, and Health in the Contiguous United States

Ford, B., Martin, M. V., Zelasky, S., Fischer, E. V., Anenberg, S. C., Heald, C. L., & Pierce, J. R. (2018) · GeoHealth · doi:10.1029/2018gh000144 · Cited by 311 · see citing works

Wildland fire spot ignition by sparks and firebrands

Fernandez‐Pello, A. C. (2017) · Fire Safety Journal · doi:10.1016/j.firesaf.2017.04.040 · Cited by 169 · see citing works

Anthropogenic and lightning‐started fires are becoming larger and more frequent over a longer season length in the U.S.A.

Cattau, M. E., Wessman, C. A., Mahood, A. L., & Balch, J. K. (2020) · Global Ecology and Biogeography · doi:10.1111/geb.13058 · Cited by 147 · see citing works

Human-ignited wildfire patterns and responses to policy shifts

Amil, M. L. C., Prestemon, J. P., McClean, C. J., & Touza, J. (2014) · Applied Geography · doi:10.1016/j.apgeog.2014.11.025 · Cited by 120 · see citing works

A machine-learning framework for rapid adaptive digital-twin based fire-propagation simulation in complex environments

Zohdi, T. I. (2020) · Computer Methods in Applied Mechanics and Engineering · doi:10.1016/j.cma.2020.112907 · Cited by 73 · see citing works

Wildland Fire Prevention: a Review

Hesseln, H. (2018) · Current Forestry Reports · doi:10.1007/s40725-018-0083-6 · Cited by 67 · see citing works

Spot Fire Ignition of Natural Fuel Beds by Hot Metal Particles, Embers, and Sparks

Fernandez‐Pello, A. C., Lautenberger, C. W., Rich, D., Zak, C. D., Urban, J. L., Hadden, R. M., Scott, S., & Fereres, S. (2014) · Combustion Science and Technology · doi:10.1080/00102202.2014.973953 · Cited by 67 · see citing works

Projecting wildfire area burned in the south-eastern United States, 2011–60

Prestemon, J. P., Shankar, U., Xiu, A., Talgo, K., Yang, D., Dixon, E., McKenzie, D., & Abt, K. L. (2016) · International Journal of Wildland Fire · doi:10.1071/wf15124 · Cited by 60 · see citing works

The human–grass–fire cycle: how people and invasives co‐occur to drive fire regimes

Fusco, E. J., Balch, J. K., Mahood, A. L., Nagy, R. C., Syphard, A. D., & Bradley, B. A. (2021) · Frontiers in Ecology and the Environment · doi:10.1002/fee.2432 · Cited by 51 · see citing works

Spot Fire Ignition of Natural Fuels by Hot Aluminum Particles

Urban, J. L., Zak, C. D., & Fernandez-Pello, C. (2018) · Fire Technology · doi:10.1007/s10694-018-0712-4 · Cited by 43 · see citing works

Forest Fire Causes and Motivations in the Southern and South-Eastern Europe through Experts’ Perception and Applications to Current Policies

Tedim, F. M. S., Leone, V., Lovreglio, R., Xanthopoulos, G., Amil, M. L. C., Anne Ganteaume, A., Efe, R., Royé, D., Fuerst‐Bjeliš, B., Nikolov, N., et al. (2022) · Forests · doi:10.3390/f13040562 · Cited by 48 · see citing works

Reviewing the links and feedbacks between climate change and air pollution in Europe

İm, U., Geels, C., Hänninen, R., Kukkonen, J., Rao, S., Ruuhela, R., Sofiev, M. A., Schaller, N., Hodnebrog, Ø., Sillmann, J., et al. (2022) · Frontiers in Environmental Science · doi:10.3389/fenvs.2022.954045 · Cited by 39 · see citing works

The Dilemma of Wildfire Definition: What It Reveals and What It Implies

Tedim, F. M. S., & Leone, V. (2020) · Frontiers in Forests and Global Change · doi:10.3389/ffgc.2020.553116 · Cited by 41 · see citing works

Large wildfire driven increases in nighttime fire activity observed across CONUS from 2003–2020

Freeborn, P. H., Jolly, W. M., Cochrane, M. A., & Roberts, G. (2021) · Remote Sensing of Environment · doi:10.1016/j.rse.2021.112777 · Cited by 36 · see citing works

Examining socioeconomic factors associated with wildfire occurrence and burned area in Galicia (Spain) using spatial and temporal data

de Diego, J., García, M. M. F., Vieites, A. R., & Kline, J. D. (2023) · Fire Ecology · doi:10.1186/s42408-023-00173-8 · Cited by 31 · see citing works

Sources and implications of bias and uncertainty in a century of us wildfire activity data

Short, K. C. (2014) · Imprensa da Universidade de Coimbra eBooks · doi:10.14195/978-989-26-0884-6_167 · Cited by 25 · see citing works

Conceptualizing a probabilistic risk and loss assessment framework for wildfires

Khorasani, N. E., Ebrahimian, H., Buja, L. E., Cutter, S. L., Kosović, B., Lareau, N. P., Meacham, B. J., Rowell, E. M., Taciroğlu, E., Thompson, M. P., et al. (2022) · Natural Hazards · doi:10.1007/s11069-022-05472-y · Cited by 23 · see citing works

Development and application of a probabilistic method for wildfire suppression cost modeling

Thompson, M. P., Haas, J. R., Finney, M. A., Calkin, D. E., Hand, M. S., Browne, M. J., Halek, M., Short, K. C., & Grenfell, I. C. (2014) · Forest Policy and Economics · doi:10.1016/j.forpol.2014.10.001 · Cited by 22 · see citing works

An Uncertainty Analysis of Wildfire Modeling

Riley, K. L., & Thompson, M. P. (2016) · Geophysical monograph · doi:10.1002/9781119028116.ch13 · Cited by 23 · see citing works

The Influence of Socioeconomic Factors on Human Wildfire Ignitions in the Pacific Northwest, USA

Reilley, C., Crandall, M. S., Kline, J., Kim, J. B., & de Diego, J. (2023) · Fire · doi:10.3390/fire6080300 · Cited by 17 · see citing works

Spatial Predictions of Human and Natural-Caused Wildfire Likelihood across Montana (USA)

Jiménez-Ruano, A., Jolly, W. M., Freeborn, P. H., Vega-Nieva, D. J., Monjarás-Vega, N. A., Briones-Herrera, C. I., & Rodrígues, M. (2022) · Forests · doi:10.3390/f13081200 · Cited by 20 · see citing works

Managing Chaparral Resources on Public Lands

Safford, H. D., Underwood, E. C., & Molinari, N. A. (2018) · Springer series on environmental management · doi:10.1007/978-3-319-68303-4_15 · Cited by 20 · see citing works

Probabilistic Wildfire Risk Assessment Methodology and Evaluation of a Supply Chain Network

Ma, F., Lee, J. Y., Camenzind, D., & Wolcott, M. P. (2022) · International Journal of Disaster Risk Reduction · doi:10.1016/j.ijdrr.2022.103340 · Cited by 18 · see citing works

Changes in wildfire occurrence and risk to homes from 1990 through 2019 in the Southern Rocky Mountains, USA

Hawbaker, T. J., Henne, P. D., Vanderhoof, M. K., Carlson, A. R., Mockrin, M. H., & Radeloff, V. C. (2023) · Ecosphere · doi:10.1002/ecs2.4403 · Cited by 17 · see citing works

Vulnerability Variables and Their Effect on Wildfires in Galicia (Spain). A Panel Data Analysis

de Diego, J., Vieites, A. R., & García, M. M. F. (2021) · Land · doi:10.3390/land10101004 · Cited by 16 · see citing works

Study on the mechanism of molten aluminum droplets igniting EPS foam

Yang, W., Tao, Z., Yang, R., Gao, Z., & Wang, J. (2022) · Combustion and Flame · doi:10.1016/j.combustflame.2022.112297 · Cited by 16 · see citing works

On the prediction of hot spot induced ignition by the Livengood-Wu integral

Chen, X., Zhao, P. F., Dai, P., & Chen, Z. (2020) · Proceedings of the Combustion Institute · doi:10.1016/j.proci.2020.05.016 · Cited by 15 · see citing works

You are a hero! The influence of audience‐as‐hero narratives on policy support

Chalaya, T., Schlaufer, C., & Uldanov, A. A. (2024) · Politics &amp Policy · doi:10.1111/polp.12609 · Cited by 9 · see citing works

Non-parametric comparative analysis of the spatiotemporal pattern of human-caused and natural wildfires in Galicia

Pérez, M. F. M., Fuentes‐Santos, I., Saavera-Nieves, P., & González–Manteiga, W. (2022) · International Journal of Wildland Fire · doi:10.1071/wf22030 · Cited by 9 · see citing works

Modeling the spatio-thermal fire hazard distribution of incandescent material ejecta in manufacturing

Zohdi, T. I. (2018) · Computational Mechanics · doi:10.1007/s00466-018-1617-2 · Cited by 8 · see citing works

Validating the 6 year (2016–2021) anthropogenic induced small island wildfire hazards in Pulau Seribu archipelago, Indonesia

Lestari, F., Adiwibowo, A., Kadir, A. R., & Ramadhan, N. A. (2022) · Progress in Disaster Science · doi:10.1016/j.pdisas.2022.100236 · Cited by 7 · see citing works

Multifractal point processes and the spatial distribution of wildfires in French Mediterranean regions

Baïle, R., Muzy, J., & Silvani, X. (2020) · Physica A Statistical Mechanics and its Applications · doi:10.1016/j.physa.2020.125697 · Cited by 5 · see citing works

Evolving Fire Frequency in the Western United States and Its Links to Human Influence

Madakumbura, G. D., Williams, A. P., Short, K. C., Moritz, M. A., Wang, B., & Juang, C. S. (2026) · Earth s Future · doi:10.1029/2025ef007077 · Cited by 4 · see citing works

Ignition matters

Sadegh, M., Abatzoglou, J. T., AghaKouchak, A., & Seydi, S. T. (2025) · Nature Sustainability · doi:10.1038/s41893-025-01527-7 · Cited by 4 · see citing works

Modeling Natural Disturbances in Boreal Forests

Seidl, R., Fortin, M., Honkaniemi, J., & Lucash, M. S. (2023) · Advances in global change research · doi:10.1007/978-3-031-15988-6_24 · Cited by 4 · see citing works

The May-June 2025 Central Canada Fires: National Challenges of a Warming Climate and Cascading International Impacts

Seydi, S. T., Abatzoglou, J. T., AghaKouchak, A., Madani, K. M., Matin, M. A., & Sadegh, M. (2025) · doi:10.53328/inr25mos004 · Cited by 4 · see citing works

Contemporary Pyrogeography and Wildfire-Climate Relationships of South Dakota, USA

Clabo, D. R. (2018) · Atmosphere · doi:10.3390/atmos9060207 · Cited by 3 · see citing works

Evaluating wildfire emissions projection methods in comparisons of simulated and observed air quality

Shankar, U., McKenzie, D., Prestemon, J. P., Baek, B. H., Omary, M., Yang, D., Xiu, A., Talgo, K., & Vizuete, W. (2019) · Atmospheric chemistry and physics · doi:10.5194/acp-19-15157-2019 · Cited by 3 · see citing works

Development of an integrated wildfire danger rating system for pre-fire planning and incident forecasting

Zacharakis, I., & Tsihrintzis, V. A. (2024) · International Journal of Disaster Risk Reduction · doi:10.1016/j.ijdrr.2024.105111 · Cited by 3 · see citing works

Biased Perception of Macroecological Findings Triggered by the IPCC—The Example of Wildfires

Hobohm, C., & Müller‐Benedict, V. (2024) · Sustainability · doi:10.3390/su17010134 · Cited by 1 · see citing works

Motifs des incendies de forêt en Algérie : analyse comparée des dires d'experts de la Protection Civile et des Forestiers par la méthode Delphi

Sahar, O., Meddour, R., Leone, V., & Derridj, A. (2015) · VertigO · doi:10.4000/vertigo.15462 · Cited by 1 · see citing works

An Agent- Based Model on the Potential of a Dipterocarp Forest Fire

Egar, M. M., Arbutante, D. C. C., & Cauilan, J. J. (2017) · Asia Pacific journal of social and behavioral sciences (BSU) (Online) · doi:10.57200/apjsbs.v13i0.127 · Cited by 1 · see citing works

Environmental Externalities of Urban Growth: Evidence from the California WildfiresPreprint

Kestelman, S. (2023) · SSRN Electronic Journal · doi:10.2139/ssrn.4629558 · Cited by 1 · see citing works

Measuring the wildfire risk of California real estate with spatiotemporal convolutional neural networksPreprint

Stanton, R. H., Wallace, N. E., Issler, P., & Zhao, Y. F. (2025) · SSRN Electronic Journal · doi:10.2139/ssrn.5168940 · Cited by 1 · see citing works

An Economic Approach to Measuring the Impacts of Higher Temperatures on Wildfire Size in the Western United StatesPreprint

Wood, D., & Wood, D. (2015) · RePEc: Research Papers in Economics · doi:10.22004/ag.econ.205979

Spatial predictions of human and natural-caused wildfire likelihood across Montana (USA)

Jiménez-Ruano, A., Jolly, W. M., Freeborn, P. H., Vega-Nieva, D. J., Monjarás-Vega, N. A., Briones-Herrera, C. I., & Rodrigues, M. (2022) · Imprensa da Universidade de Coimbra eBooks · doi:10.14195/978-989-26-2298-9_197

Proposta para mapeamento dos riscos de queimadas e incêndios em Minas Gerais.

Dias, B. A. S. (2023) · doi:10.14393/ufu.te.2023.8066 · Cited by 1 · see citing works

FIRES

Wohl, E. (2024) · Special publications · doi:10.1002/9781394235186.ch2

Development of urban fire risk index based on fire damage weighting methodologies and AI analysis of meteorological factors

Kim, W., & Lee, T. (2026) · Reliability Engineering & System Safety · doi:10.1016/j.ress.2026.112649

Evacuation and Emergency Management in WUI Fires

Gwynne, S., Kuligowski, E. D., & McGee, T. K. (2026) · The Society of fire protection engineers series · doi:10.1007/978-3-031-59212-6_99

Event‐Level Attribution of Wildfire Ignition Cause: A Machine‐Learning Approach

Qiu, K., Yu, Y., Su, H., Tang, Y., Wang, S., Meng, X., Song, Q., & Guo, W. (2026) · Geophysical Research Letters · doi:10.1029/2026gl124075

Ignition matters

Sadegh, M., Abatzoglou, J. T., AghaKouchak, A., & Seydi, S. T. (2025) · Nature Sustainability · doi:10.1038/s41893-025-01527-7 · Cited by 4 · see citing works

Statistical models for the location of lightning-caused wildfire ignitions

Read, N. (2018) · Minerva Access (University of Melbourne)

Mapping Fire Ignition Probability through a Two-Level Approach in a Mediterranean Area: The Corse (France) Case Study

Ribotta, C., Costa-Saura, J. M., Bacciu, V., Sirca, C., & Spano, D. (2022) · International Conference on Fire Behavior and Risk · doi:10.3390/environsciproc2022017115

Spatial patterns and drivers for wildfire ignitions in California

Чэн, Б., & Yufang Jin, A. (2022) · Environmental Research Letters · doi:10.1088/1748-9326/ac60da · Cited by 58 · see citing works

Inference of Wildfire Causes From Their Physical, Biological, Social and Management Attributes

Pourmohamad, Y., Abatzoglou, J. T., Fleishman, E., Short, K. C., Shuman, J. K., AghaKouchak, A., Williamson, M. A., Seydi, S. T., & Sadegh, M. (2025) · Earth s Future · doi:10.1029/2024ef005187 · Cited by 15 · see citing works