Human-started wildfires expand the fire niche across the United States
Open accessAbstract
Significance: Fighting wildfires in the United States costs billions of dollars annually. Public dialog and ongoing research have focused on increasing wildfire risk because of climate warming, overlooking the direct role that people play in igniting wildfires and increasing fire activity. Our analysis of two decades of government agency wildfire records highlights the fundamental role of human ignitions. Human-started wildfires accounted for 84% of all wildfires, tripled the length of the fire season, dominated an area seven times greater than that affected by lightning fires, and were responsible for nearly half of all area burned. National and regional policy efforts to mitigate wildfire-related hazards would benefit from focusing on reducing the human expansion of the fire niche.
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- Findingown data
Human-started wildfires made up 84% of the 1.5 million wildfires analyzed in the coterminous US from 1992 to 2012.
“Human-started wildfires accounted for 84% of all wildfires”
- Also stated in: § Human-Related Ignitions Vastly Expanded the Extent of Wildfire · plain
“Human-started wildfires represented 84% of the 1.5 million wildfires included in this analysis (n = 245,446 lightning-started fires; n = 1,272,076 human-started wildfires).”
- Also stated in: § Discussion · plain
“We document that over 84% of the government-recorded wildfires were started by people from 1992 to 2012.”
Quote in the paperSubstantial claim- Rests on an assumption: The government agency wildfire records accurately distinguish human- from lightning-caused wildfires.
- Also stated in: § Human-Related Ignitions Vastly Expanded the Extent of Wildfire · plain
- Findingown data
Human-started wildfires tripled the length of the fire season compared with lightning-started wildfires.
“tripled the length of the fire season”
- Also stated in: § Human-Related Ignitions More Than Tripled the Length of the Wildfire Season · plain
“The length of the human-started wildfire season [defined as the interquartile range (IQR) of human-ignited fires] was 154 d, more than triple that of the lightning wildfire season (IQR = 46 d) (Fig. 2 and Table 1).”
- Also stated in: § Discussion · plain
“Humans tripled the length of the wildfire season, extending burning into the spring, fall, and winter months.”
Quote in the paperSubstantial claim- Rests on an assumption: The government agency wildfire records accurately distinguish human- from lightning-caused wildfires.
- Also stated in: § Human-Related Ignitions More Than Tripled the Length of the Wildfire Season · plain
- Findingown data
Human-started wildfires accounted for nearly half, about 44%, of the total area burned in the coterminous US from 1992 to 2012.
“were responsible for nearly half of all area burned”
- Also stated in: § Human-Related Ignitions Vastly Expanded the Extent of Wildfire · plain
“Human-started wildfires burned a total of 160,274 km2, or ∼44% of the total area burned from 1992 to 2012 (Table 1).”
Quote in the paperSubstantial claim- Rests on an assumption: The government agency wildfire records accurately distinguish human- from lightning-caused wildfires.
- Also stated in: § Human-Related Ignitions Vastly Expanded the Extent of Wildfire · plain
- Findingown data
Human-ignited wildfires were more evenly distributed across seasons: 24% summer, 38% spring, 19% fall, and 19% winter.
“In contrast, human-ignited wildfires were more evenly distributed throughout the year, with 24% in summer, 38% in spring, 19% in fall, and 19% in winter.”
Quote in the paperSubstantial claim- Rests on an assumption: The government agency wildfire records accurately distinguish human- from lightning-caused wildfires.
- Findingown data
The rise in large lightning-caused fires was mostly due to summer fires in the western US Northwest Forested Mountains ecoregion.
“The significant increase in large lightning fires is driven primarily by fires in summer months (Fig. 5) in the Northwest Forested Mountains ecoregion of the western United States (Fig. S4).”
Quote in the paperSubstantial claim
- Findingown data
On July 4th, people in the US ignite more than double the number of wildfires than on any other summer day.
“Indeed, Americans start over twice as many wildfires on July 4th as any other summer day.”
Quote in the paperNot a substantial claim - Findingown data
Debris-burning wildfires from 1992 to 2012 had a median size of 0.4 ha, with an interquartile range of 0.14 to 1.62 ha.
“Between 1992 and 2012, wildfires caused by debris burning tended to be small (median fire size 0.4 ha, IQR: 0.14–1.62 ha), but still an important source of risk to surrounding ecosystems.”
Quote in the paperNot a substantial claim - Findingown data
Human-caused fires were discovered a median of more than two months sooner (May 20) than lightning-caused fires (July 25).
“The median discovery date for human-started fires was over 2-mo (May 20th) earlier than lightning-started fires (July 25th).”
Quote in the paperSubstantial claim- Rests on an assumption: The government agency wildfire records accurately distinguish human- from lightning-caused wildfires.
- Findingown data
The rising trend in large human-caused fires was mostly due to more spring fires in the Great Plains.
“In contrast, the significant trend in human-caused fires is primarily driven by an increase in large fires during spring months (Fig. 5) in the Great Plains ecoregion of the United States (Fig. S4).”
Quote in the paperSubstantial claim - Findingown data
In the US, fires started by people lengthened the fire season by over three months.
“whereas we show that human ignitions in the United States increased the length of the fire season by more than three mo.”
Quote in the paperSubstantial claim - Findingown data
Human-caused fires occurred under median moisture and lightning conditions that differed significantly from those of lightning-caused fires (P < 0.0001).
“The median fuel moisture and lightning conditions when human-started wildfires occurred were significantly different from those values for lightning-started fires (P < 0.0001).”
Quote in the paperSubstantial claim- Rests on an assumption: The government agency wildfire records accurately distinguish human- from lightning-caused wildfires.
- Findingown data
Lightning-ignited fires occurred mostly in summer (78%), with 9% in spring and 12% in fall.
“Of all lightning-ignited fires, 78% occurred in the summer (June–August), 9% in the spring (March–May), and 12% in the fall (September–November).”
Quote in the paperSubstantial claim- Rests on an assumption: The government agency wildfire records accurately distinguish human- from lightning-caused wildfires.
- Findingown data
Large human-started and lightning-started fires had a significant temporal correlation (R = 0.75).
“There was a significant temporal correlation between large human- and lightning-started fires (R = 0.75).”
Quote in the paperNot a substantial claim - Findingown data
Regions and seasons with moderate to high lightning-started fire density had median lightning-strike density 0.19 strikes/km2/month and median 1,000-h fuel moisture 11.9%.
“Regions and seasons of moderate to high lightning-started fire density (>0.4 fires per 1,000 km2 per month) had a median lightning-strike density of 0.19 (IQR: 0.065–0.57) strikes per square kilometer per month and a median 1,000-h fuel moisture of 11.9% (IQR: 9.25–15.6%) (Fig. 4A).”
Quote in the paperSubstantial claim- Rests on an assumption: The government agency wildfire records accurately distinguish human- from lightning-caused wildfires.
- Findingown data
Human-caused wildfires showed a marked east-west split across the country.
“There was a strong national east–west dichotomy in the spatial distribution of human-started wildfires.”
Quote in the paperSubstantial claim- Rests on an assumption: The government agency wildfire records accurately distinguish human- from lightning-caused wildfires.
- Interpretationreasoning
People widen the fire niche in space and time by adding ignitions where fuels can burn but lightning is uncommon.
“Overall, humans expand the spatial and temporal “fire niche” by introducing ignitions into landscapes when fuels are sufficiently dry enough to ignite and carry fire, but when lightning is rare.”
Quote in the paperSubstantial claim - Premisecitation
Several studies indicate that people are important in redistributing ignition sources, especially where lightning is rare or not concurrent with dry conditions.
“However, several studies suggest that humans play an important role in redistributing ignitions (20–22), particularly where lightning rarely occurs or where lightning is not concurrent with dry conditions (23).”
Quote in the paperSubstantial claim0 of 4 sources checked- cites [20] Bartlein PJ Hostetler SW Shafer SL Holman JO Solomon AM 2008 Temporal and spatial structure in a daily wildfire-start data set from the western United States (198696) Int J Wildland Fire 17 1 8 17 source
Not checked in the free run.
- cites [21] Malamud BD Millington JDA Perry GLW 2005 Characterizing wildfire regimes in the United States Proc Natl Acad Sci USA 102 13 4694 4699 15781868 PMC555719 source
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- cites [22] Stephens SL 2005 Forest fire causes and extent on United States Forest Service lands Int J Wildland Fire 14 213 222 source
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- cites [23] Abatzoglou JT Kolden CA Balch JK Bradley BA 2016 Controls on interannual variability in lightning-caused fire activity in the western US Environ Res Lett 11 4 045005 source
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- Premisecitation
In the modern period, the link between people and fire seems strongest at middle levels of development, with fires becoming less likely beyond certain population density, urbanization, or fossil fuel dependence.
“The human–fire connection in the modern era appears strongest at intermediate levels of development, as fires become less likely in the landscape beyond a certain population density, level of urbanization, or dependence on fossil fuels (11, 13, 24).”
Quote in the paperSubstantial claim0 of 3 sources checked- cites [11] Bistinas I 2013 Relationships between human population density and burned area at continental and global scales PLoS One 8 12 e81188 24358108 PMC3865302 source
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- cites [13] Syphard AD 2007 Human influence on California fire regimes Ecol Appl 17 5 1388 1402 17708216 source
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- cites [24] Balch JK 2016 Global combustion: The connection between fossil fuel and biomass burning emissions (1997-2010) Philos Trans R Soc Lond B Biol Sci 371 1696 371 PMC4874414 27216509 source
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- Premisecitation
Human influence on fire regimes nationally in the US remains poorly understood.
“Although recent human influence on fire regimes has been studied at local (13) to regional scales (14), human influence nationally remains poorly understood (10).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [10] Hawbaker TJ 2013 Human and biophysical influences on fire occurrence in the United States Ecol Appl 23 3 565 582 23734486 source
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- Premisecitation
Geographic variation in regional and continental-scale fire activity in the US is strongly associated with proxies for human-caused changes such as population density, road density, and land-use and development patterns.
“Geographic variability in regional and continental-scale fire activity in the United States is strongly tied to proxies for these human-caused changes, including population and road density, and different land-use and development patterns (10–15).”
Quote in the paperSubstantial claim0 of 6 sources checked- cites [10] Hawbaker TJ 2013 Human and biophysical influences on fire occurrence in the United States Ecol Appl 23 3 565 582 23734486 source
Not checked in the free run.
- cites [11] Bistinas I 2013 Relationships between human population density and burned area at continental and global scales PLoS One 8 12 e81188 24358108 PMC3865302 source
Not checked in the free run.
- cites [12] Parisien M-A 2016 The spatially varying influence of humans on fire probability in North America Environ Res Lett 11 7 075005 source
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- cites [13] Syphard AD 2007 Human influence on California fire regimes Ecol Appl 17 5 1388 1402 17708216 source
Not checked in the free run.
- cites [14] Fusco EJ Abatzoglou JT Balch JK Finn JT Bradley BA 2016 Quantifying the human influence on fire ignition across the western USA Ecol Appl 26 2390 2401 27907256 source
Not checked in the free run.
- cites [15] Calef MP McGuire AD Chapin FS 2008 Human influences on wildfire in Alaska from 1988 through 2005: An analysis of the spatial patterns of human impacts Earth Interact 12 1 1 17 source
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- Interpretationreasoning
Nationally, fires started by people substantially widen the spatial and seasonal range of fire.
“Thus, at the national scale, human ignitions dramatically expand the spatial and seasonal niche of fire.”
Quote in the paperSubstantial claim - Interpretationown data
The expanded fire niche caused by human-related ignitions is as profound as the increased fire activity from climate change.
“Although considerable fire research in the United States has rightly focused on increased fire activity (e.g., larger fires and more area burned) because of climate change, we demonstrate that the expanded fire niche as a result of human-related ignitions is equally profound.”
Quote in the paperSubstantial claim - Interpretationown data
Humans create enough ignition pressure for wetter fuels to burn.
“Human ignitions expand fires into regions with higher fuel moisture (Fig. 4) and higher NPP (Figs. S1 and S2), suggesting that humans create sufficient ignition pressure for wetter fuels to burn.”
Quote in the paperSubstantial claim- The authors state this as an assumption: Net primary productivity is a valid proxy for fuel amount.
- The authors state this as an assumption: Lightning-strike density is a valid measure of natural ignition pressure.
- Interpretationown data
Human ignitions have altered contemporary fire regimes by making the fire season last all year.
“However, our study highlights the equally important role of human ignitions in changing modern fire regimes by increasing the fire season length to encompass the entire year.”
Quote in the paperSubstantial claim - Premisecitation
Interannual climate variability influences fuel moisture, net primary productivity, and short-term weather that enable the spread of human-ignited wildfires.
“However, interannual climate variability also influences fuel moisture, NPP, and short-term weather conditions that enable the spread of human-ignited wildfires (44).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [44] Jin Y 2014 Contrasting controls on wildland fires in Southern California during periods with and without Santa Ana winds J Geophys Res Biogeosci 119 3 432 450 source
Not checked in the free run.
- Interpretationcitation
The study's findings reinforce that people strongly imprint fire regimes through changes in wildfire seasonality, a pattern documented globally.
“Our findings reinforce the strong imprint of people on fire regimes through changes in wildfire seasonality, which has been documented globally (39).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [39] Le Page Y Oom D Silva JMN Jönsson P Pereira JMC 2010 Seasonality of vegetation fires as modified by human action: Observing the deviation from eco-climatic fire regimes Glob Ecol Biogeogr 19 4 575 588 source
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- Interpretationnone given
Synchrony between lightning activity and the seasonal low point of fuel moisture in the western US likely contributes to geographic differences in human versus lightning fire patterns.
“Synchrony between lightning activity and the seasonal nadir of fuel moisture in the western United States also likely contributes to these geographic differences.”
Quote in the paperNot a substantial claim - Interpretationcitation
The growth in large western US fires is probably caused by climate and fuel changes, not ignition sources.
“This finding is consistent with other studies that have demonstrated an increase in large fires across the western United States (6, 7, 40), likely as a consequence of changes in climate and fuels rather than ignitions.”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites [6] Westerling AL Hidalgo HG Cayan DR Swetnam TW 2006 Warming and earlier spring increase western U.S. forest wildfire activity Science 313 5789 940 943 16825536 source
Not checked in the free run.
- cites [7] Westerling AL 2016 Increasing western US forest wildfire activity: Sensitivity to changes in the timing of spring. Philos Trans R Soc Lond B Biol Sci 371(1696): 20150178, erratum in Philos Trans R Soc Lond B Biol Sci 371(1707):20160373 source
Not checked in the free run.
- cites [40] Dennison PE Brewer SC Arnold JD Moritz MA 2014 Large wildfire trends in the western United States, 1984–2011 Geophys Res Lett 41 8 2928 2933 source
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- Interpretationown data
The paper concludes that people strongly shape contemporary US wildfire regimes by altering where and when ignitions occur.
“In conclusion, we demonstrate the remarkable influence that humans have on modern United States wildfire regimes through changes in the spatial and seasonal distribution of ignitions.”
Quote in the paperSubstantial claim - Interpretationown data
Human-caused fires broadened the niche into wetter fuels than lightning-caused fires did.
“This expansion of the fire-niche was caused by human-related ignitions under higher fuel moisture conditions, compared with lightning-started fires.”
Quote in the paperSubstantial claim- Rests on an assumption: The government agency wildfire records accurately distinguish human- from lightning-caused wildfires.
- Interpretationown data
People are a main force in shifting where and when ignitions and the fires that follow occur.
“Humans, the keystone fire species (29), play a primary role in spatially and temporally redistributing ignitions and resulting wildfires.”
Quote in the paperSubstantial claim- Rests on an assumption: The government agency wildfire records accurately distinguish human- from lightning-caused wildfires.
- Interpretationreasoning
Climate-driven earlier springs may combine with human ignitions to raise the chance of large fires in the central US.
“This increasing trend suggests that earlier springs as a result of climate change (42, 43) may be interacting with human ignition sources to increase the risk of large fires in the central United States.”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [42] Schwartz MD Ahas R Aasa A 2006 Onset of spring starting earlier across the Northern Hemisphere Glob Change Biol 12 2 343 351 source
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- cites [43] Melillo JM Richmond T Yohe GW 2014 Climate Change Impacts in the United States: The Third National Climate Assessment US Global Change Research Program Washington, DC 10.7930/J0Z31WJ2 source
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- Interpretationreasoning
Broad climate patterns influence how often both human- and lightning-ignited fires occur.
“This pattern has been observed previously in the western United States (23) and suggests that large-scale climate drivers affect the frequency of both human- and lightning-caused fires.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [23] Abatzoglou JT Kolden CA Balch JK Bradley BA 2016 Controls on interannual variability in lightning-caused fire activity in the western US Environ Res Lett 11 4 045005 source
Not checked in the free run.
- Interpretationcitation
Even if anthropogenic climate change increases lightning strikes by 50% by 2100, human ignitions would remain the dominant ignition source over most of the contiguous US land area.
“However, even with a projected increase in the number of lightning strikes as a result of anthropogenic climate change (50% by 2100) (35), humans would still remain the dominant ignition source across the majority of the United States land area.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [35] Romps DM Seeley JT Vollaro D Molinari J 2014 Climate change. Projected increase in lightning strikes in the United States due to global warming Science 346 6211 851 854 25395536 source
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- Interpretationown data
People are now pushing fire into settings that are less favorable for burning, such as wetter-fuel regions and seasons with more biomass.
“Currently, humans are extending the fire niche into conditions that are less conducive to fire activity, including regions and seasons with wetter fuels and higher biomass (Figs. 3 and 4).”
Quote in the paperSubstantial claim - Study design and conductown data
Changes in reporting frequency through time for some states prevented a robust temporal analysis using all available FPA-FOD data.
“We explored a similar analysis using all available FPA-FOD data, but changes in reporting frequency through time for some states precluded a robust temporal analysis.”
Quote in the paperSubstantial claim
- May combine two claims. 29
- The quote only partly states this claim. 1
- Classified as probably not a substantial claim. 5
May combine two claims.
Findingown dataThe area dominated by human-started wildfires was about seven times larger than the area dominated by lightning-started wildfires, with human fires dominating 5.1 million km2 (60%) and lightning fires 0.7 million km2 (8%) of the coterminous US.
“dominated an area seven times greater than that affected by lightning fires”
- Also stated in: § Human-Related Ignitions Vastly Expanded the Extent of Wildfire · plain
“Based on this definition, 5.1 million km2, or 60% of the total land area of the coterminous United States, was dominated by human-started wildfires, whereas only 0.7 million km2, or 8% of the area, was dominated by lightning-started fires.”
- Also stated in: § Discussion · plain
“Sixty percent of the total land area of the coterminous United States was dominated by human-started wildfires, whereas only 8% of the area was dominated by lightning fires.”
Quote in the paperSubstantial claim- Rests on an assumption: The government agency wildfire records accurately distinguish human- from lightning-caused wildfires.
- Also stated in: § Human-Related Ignitions Vastly Expanded the Extent of Wildfire · plain
May combine two claims.
Findingown dataWhen lightning-started fires were rare (before May 13 or after September 16), humans ignited 842,289 wildfires, a 35-fold increase over the 24,081 lightning-ignited wildfires in those seasons.
“When lightning-started fires were rare (<5% and >95% quantile; i.e., before May 13th or after September 16th), humans ignited 842,289 wildfires, effectively increasing the number of wildfires 35-fold compared with the 24,081 lightning-ignited wildfires during these spring, fall, and winter seasons.”
Quote in the paperSubstantial claim- Rests on an assumption: The government agency wildfire records accurately distinguish human- from lightning-caused wildfires.
May combine two claims.
FindingcitationLightning-started fires were found primarily in the intermountain west and Florida and occurred predominantly in summer, reflecting national lightning strike patterns.
“In contrast, lightning-started fires were found primarily in the intermountain west and Florida and occurred predominantly in the summer, reflecting national lightning strike patterns (31) (Fig. 2C).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [31] Orville RE Huffines GR 2001 Cloud-to-ground lightning in the United States: NLDN results in the first decade, 1989–98 Mon Weather Rev 129 5 1179 1193
Not checked in the free run.
- Rests on an assumption: The government agency wildfire records accurately distinguish human- from lightning-caused wildfires.
May combine two claims.
Findingown dataThe seasonal trends differed: lightning-caused large fires increased mainly in summer, while human-caused large fires increased mainly in spring.
“Overall trends in lightning-caused fires were primarily driven by increasing numbers of large summer fires (Fig. 5B), whereas overall trends in human-caused fires were primarily driven by increasing numbers of large spring fires (Fig. 5D).”
Quote in the paperSubstantial claim- Rests on an assumption: The government agency wildfire records accurately distinguish human- from lightning-caused wildfires.
May combine two claims.
Findingown dataRegions and seasons with moderate to high human-started fire density had median lightning-strike density 0.11 strikes/km2/month and median 1,000-h fuel moisture 17.8%.
“In contrast, regions and seasons of moderate to high human-started fire density (>0.4 fires per 1,000 km2 per month) had a median lightning-strike density of only 0.11 (IQR: 0.025–0.39) strikes per square kilometer per month and a median 1,000-h fuel moisture of 17.8% (IQR: 15.95–19.25%) (Fig. 4B).”
Quote in the paperSubstantial claim- Rests on an assumption: The government agency wildfire records accurately distinguish human- from lightning-caused wildfires.
May combine two claims.
Findingown dataCompared with lightning fires, human fires expanded most sharply in the East and in central and southern California.
“Although human-started wildfires were pervasive across the United States (Fig. 1), the expansion of human-started wildfires relative to lightning-started fires was most dramatic in the eastern United States and central and southern California (Figs. 1 and 2C).”
Quote in the paperSubstantial claim- Rests on an assumption: The government agency wildfire records accurately distinguish human- from lightning-caused wildfires.
May combine two claims.
Findingown dataHuman ignitions dominated the eastern United States and western coastal zones, whereas lightning fires dominated the mountainous West.
“The eastern United States and western coastal areas were dominated by human-started wildfires, whereas lightning-started fires dominated the mountainous regions of the western United States (Fig. 1, Table 1 and Table S1).”
Quote in the paperSubstantial claim- Rests on an assumption: The government agency wildfire records accurately distinguish human- from lightning-caused wildfires.
May combine two claims.
Findingown dataSpatially, lightning-caused large fires increased most in the Northwest Forested Mountains ecoregion, while human-caused large wildfires increased most in the Great Plains ecoregion.
“Spatially, lightning-caused fires increased the most in the Northwest Forested Mountains ecoregion (Fig. S4A), whereas human-caused wildfires increased the most in the Great Plains ecoregion (Fig. S4B).”
Quote in the paperNot a substantial claim- Rests on an assumption: The government agency wildfire records accurately distinguish human- from lightning-caused wildfires.
May combine two claims.
Findingown dataLightning fires are mainly limited to areas with lightning-strike density above 100 strikes per grid cell per month (0.04 strikes/km2 per month) and with dry fuels below 15% fuel moisture.
“our results show that lightning fires are primarily constrained to areas with a lightning-strike density of greater than 100 strikes per grid cell per month (0.04 strikes/km2 per month) and are concurrent with drier fuels (< 15% fuel moisture) (Fig. 4).”
Quote in the paperSubstantial claim- The authors state this as an assumption: Lightning-strike density is a valid measure of natural ignition pressure.
May combine two claims.
Findingown dataFires started by people reach areas that have wetter fuels and greater net primary productivity.
“Human ignitions expand fires into regions with higher fuel moisture (Fig. 4) and higher NPP (Figs. S1 and S2), suggesting that humans create sufficient ignition pressure for wetter fuels to burn.”
Quote in the paperSubstantial claim- The authors state this as an assumption: Net primary productivity is a valid proxy for fuel amount.
May combine two claims.
Findingown dataFires started by humans lengthen the fire season earlier in the East and later in the West.
“Human-started fires extend the fire season earlier in the east, and later in the west (Fig. 3 and Table S2).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown data78% of lightning-started fires occurred in summer months, while 76% of fires started by humans occurred in spring, fall, or winter.
“The vast majority (78%) of lightning-started fires occurred during the summer months, whereas 76% of human-started fires occurred during the spring, fall, and winter months.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataThe peak day of wildfires in the United States occurs on July 4th, coinciding with Independence Day fireworks displays.
“There was also a notable mark of American culture on the distribution of wildfires, with the peak day of wildfires occurring on July 4th, concurrent with Independence Day fireworks displays (Fig. 2).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataOver the past two decades, large fires increased significantly across the United States for both human and lightning ignition sources.
“Over the past two decades, there was a significant increase across the United States for both human- and lightning-caused large fires (Fig. S3).”
Quote in the paperSubstantial claimThe quote only partly states this claim.
Findingown dataThe seasonal pattern of human versus lightning fires varies substantially by ecoregion, reflecting an eastern-western dichotomy in the United States.
“Moreover, this trend varies substantially by ecoregion, reflecting again the principle dichotomy between the eastern and western United States (Fig. 3).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataMost wildfires in the eastern US that required agency suppression were caused by escaped debris-burning fires, which occurred mainly in spring, or in winter in Texas and the Gulf Coast.
“The majority of the wildfires requiring agency suppression in the east can be attributed to escaped fires from debris burning occurring in the spring months (or winter in Texas and the Gulf Coast) (Fig. 3).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataJuly 4 was the most common day for human-started fires, with 7,762 fires starting on that day over the record, while July 22 was the most common day for lightning-started fires.
“Summed across the 21-y record, the most common day for human-started fires by far was July 4th, US Independence Day, with 7,762 fires starting that day over the course of the record (Fig. 2), whereas, the most common day for lightning-started fires was July 22nd.”
Quote in the paperNot a substantial claim- Rests on an assumption: The government agency wildfire records accurately distinguish human- from lightning-caused wildfires.
May combine two claims.
Findingown dataDuring 1992-2012, large wildfires ignited by lightning and by humans both showed significant increasing trends (lightning n=4,312, slope=12.2, P=0.001; human n=4,143, slope=3.6, P=0.004).
“During the 21-y time period, there were significant increasing trends in large wildfires ignited by both lightning (n = 4,312; Theil-Sen estimated slope = 12.2; P = 0.001) and humans (n = 4,143; Theil-Sen estimated slope = 3.6; P = 0.004) (Fig. S3).”
Quote in the paperSubstantial claim- Rests on an assumption: The government agency wildfire records accurately distinguish human- from lightning-caused wildfires.
May combine two claims.
Findingown dataThe lengthening of the fire season at national scale came from spring human fires in the East and late-summer or autumn human fires in the West.
“This national-scale expansion is driven by earlier (spring) human-started fires in eastern ecoregions coupled with later (late summer or fall) human-started fires in western ecoregions (Table S2).”
Quote in the paperSubstantial claim- Rests on an assumption: The government agency wildfire records accurately distinguish human- from lightning-caused wildfires.
May combine two claims.
Findingown dataAreas and months with moderate to high human-caused fire density had about 40% fewer lightning strikes and nearly 50% higher fuel moisture levels than those with moderate to high lightning-caused fire density.
“Areas and months of moderate to high human-caused fire density had approximately 40% fewer lightning strikes, and nearly 50% higher fuel moisture levels (based on median values) than for moderate to high lightning-caused fire density.”
Quote in the paperSubstantial claim- Rests on an assumption: The government agency wildfire records accurately distinguish human- from lightning-caused wildfires.
May combine two claims.
PremisecitationHumans alter fire regimes through three main pathways: changing ignition distribution and density, shifting burning seasonality, and altering available fuels.
“Humans primarily alter fire regimes in three ways: changing the distribution and density of ignitions, shifting the seasonality of burning, or altering available fuels (2, 3).”
Quote in the paperSubstantial claim0 of 2 sources checkedMay combine two claims.
PremisecitationIn the western United States, evidence indicates that warming and drying, including from human-caused climate change, are associated with more frequent and larger fires and longer fire seasons.
“In the western United States, there is strong evidence that regional warming and drying, including that directly attributed to anthropogenic climate change, are linked to increased fire frequency and size and longer fire seasons (5–9).”
Quote in the paperNot a substantial claim0 of 5 sources checked- cites [5] Abatzoglou JT Williams AP 2016 Impact of anthropogenic climate change on wildfire across western US forests Proc Natl Acad Sci USA 113 42 11770 11775 27791053 PMC5081637 source
Not checked in the free run.
- cites [6] Westerling AL Hidalgo HG Cayan DR Swetnam TW 2006 Warming and earlier spring increase western U.S. forest wildfire activity Science 313 5789 940 943 16825536 source
Not checked in the free run.
- cites [7] Westerling AL 2016 Increasing western US forest wildfire activity: Sensitivity to changes in the timing of spring. Philos Trans R Soc Lond B Biol Sci 371(1696): 20150178, erratum in Philos Trans R Soc Lond B Biol Sci 371(1707):20160373 source
Not checked in the free run.
- cites [8] Williams AP Abatzoglou JT 2016 Recent advances and remaining uncertainties in resolving past and future climate effects on global fire activity Curr Clim Change Rep 2 1 1 14 source
Not checked in the free run.
- cites [9] Jolly WM 2015 Climate-induced variations in global wildfire danger from 1979 to 2013 Nat Commun 6 7537 26172867 PMC4803474 source
Not checked in the free run.
May combine two claims.
InterpretationcitationHigher population and housing densities, lower proportions of public land, and more extensive land use and development in the eastern US could lead to more anthropogenic ignitions.
“Some explanations for this distinction include higher population and housing densities, lower proportions of public land, and more extensive land use and development in the eastern United States (33, 34), all of which could lead to more sources of anthropogenic ignitions.”
Quote in the paperNot a substantial claim0 of 2 sources checkedProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationRecent work for California found that anthropogenic variables explained half of the variability in fire probability over the past four decades.
“Recent work for California confirms the important role of humans, with anthropogenic variables explaining half of the variability in fire probability over the past four decades (30).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [30] Mann ML 2016 Incorporating anthropogenic influences into fire probability models: Effects of human activity and climate change on fire activity in California PLoS One 11 4 e0153589 27124597 PMC4849771 source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationA similar cultural signal has been shown globally, with fewer wildfires on Sundays than on other weekdays.
“A similar cultural mark has also been demonstrated globally with a marked decline in wildfires on Sunday compared with other weekdays (41).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [41] Earl N Simmonds I Tapper N 2015 Weekly cycles of global fires—Associations with religion, wealth and culture, and insights into anthropogenic influences on global climate Geophys Res Lett 42 21 9579 9589 source
Not checked in the free run.
May combine two claims.
PremisecitationThe wildland-urban interface now makes up 9% of US land and is expected to double by 2030, chiefly in the intermountain West.
“Moreover, the current wildland–urban interface, where houses intermingle with natural areas, constitutes 9% of the United States total land area (33) but is projected to double by 2030, predominantly in the intermountain West (49).”
Quote in the paperNot a substantial claim0 of 2 sources checkedMay combine two claims.
InterpretationreasoningFires started by people have pushed the fire niche into places with historically sparse lightning strikes, like Mediterranean California, and into places where lightning and dry conditions rarely coincide, like Eastern Temperate Forests.
“As a consequence, human ignitions have expanded the fire niche into areas with historically low lightning-strike density, such as Mediterranean California, or low concurrence of lightning and dry conditions, such as Eastern Temperate Forests (Fig. 1).”
Quote in the paperSubstantial claim- The authors state this as an assumption: Lightning-strike density is a valid measure of natural ignition pressure.
Probably not a substantial claim: may not pass S3 (load-bearing).
Interpretationown dataThe large annual swings in human-caused ignitions could indicate the extent to which human decisions shape fire regimes.
“The strong year-to-year variability in human ignitions (Fig. S3 and S4) may reflect the degree to which human choices can affect fire regimes.”
Quote in the paperNot a substantial claimMay combine two claims.
Interpretationown dataWarming trends combined with greater human ignition pressure are raising the count of large human-caused wildfires.
“Moreover, the convergence of warming trends and expanded ignition pressure from people is increasing the number of large human-caused wildfires (Fig. 5).”
Quote in the paperSubstantial claimMay combine two claims.
InterpretationcitationEven if higher CO2 lessens drought stress via plant responses, warming probably will dry fuels faster and raise risk where people commonly ignite fires.
“Although plant physiological responses to rising CO2 may reduce some drought stress (46), climate change will likely lead to faster desiccation of fuels and increased risk in areas where human ignitions are prevalent.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [46] Swann ALS Hoffman FM Koven CD Randerson JT 2016 Plant responses to increasing CO2 reduce estimates of climate impacts on drought severity Proc Natl Acad Sci USA 113 36 10019 10024 27573831 PMC5018756 source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationClimate change has lengthened the fire-weather season over most of the world, including parts of the US, by roughly two weeks in the last thirty years.
“Observations suggest that climate change has extended the duration of the fire weather season across most of the globe, including parts of the United States by a couple of weeks over the past three decades (5, 9)”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [5] Abatzoglou JT Williams AP 2016 Impact of anthropogenic climate change on wildfire across western US forests Proc Natl Acad Sci USA 113 42 11770 11775 27791053 PMC5081637 source
Not checked in the free run.
- cites [9] Jolly WM 2015 Climate-induced variations in global wildfire danger from 1979 to 2013 Nat Commun 6 7537 26172867 PMC4803474 source
Not checked in the free run.
May combine two claims.
PremisecitationHuman activities and cultural drivers provide ignitions that substantially alter the distribution of fire across the United States, with examples including road networks, the wildland-urban interface, and agricultural-forest boundaries.
“Increased wildfires can follow road networks (36), the wildland–urban interface (13), and boundaries between agricultural and forested areas (37), highlighting just a few examples of how human activities and cultural drivers provide ignitions that substantially change the distribution of fire across the United States (38).”
Quote in the paperSubstantial claim0 of 3 sources checked- cites [36] Cardille JA Ventura SJ Turner MG 2001 Environmental and social factors influencing wildfires in the Upper Midwest, United States Ecol Appl 11 1 111 127 source
Not checked in the free run.
- cites [13] Syphard AD 2007 Human influence on California fire regimes Ecol Appl 17 5 1388 1402 17708216 source
Not checked in the free run.
- cites [37] McCarty JL Korontzi S Justice CO Loboda T 2009 The spatial and temporal distribution of crop residue burning in the contiguous United States Sci Total Environ 407 21 5701 5712 19647857 source
Not checked in the free run.
May combine two claims.
InterpretationreasoningProjected development growth will raise both ignition pressure and the exposure of new infrastructure.
“This expected development expansion will increase not only ignition pressure, but also the vulnerability of new infrastructure.”
Quote in the paperNot a substantial claimMay combine two claims.
PremisecitationClimate warming is projected to reduce fuel moisture and make fire-conducive weather more common, while climate-linked earlier springs are advancing phenology.
“Additionally, projected climate warming is expected to lower fuel moisture and create more frequent weather conditions conducive to fire ignition and spread (45), and earlier springs attributed to climate change are leading to accelerated phenology (42).”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [45] Flannigan M 2013 Global wildland fire season severity in the 21st century For Ecol Manage 294 54 61 source
Not checked in the free run.
- cites [42] Schwartz MD Ahas R Aasa A 2006 Onset of spring starting earlier across the Northern Hemisphere Glob Change Biol 12 2 343 351 source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationOver recent decades, warmer and drier conditions beginning earlier have increased fire activity in the western United States.
“In the past few decades, early onset of warmer and drier conditions has promoted greater fire activity across the western United States (6, 7, 40).”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites [6] Westerling AL Hidalgo HG Cayan DR Swetnam TW 2006 Warming and earlier spring increase western U.S. forest wildfire activity Science 313 5789 940 943 16825536 source
Not checked in the free run.
- cites [7] Westerling AL 2016 Increasing western US forest wildfire activity: Sensitivity to changes in the timing of spring. Philos Trans R Soc Lond B Biol Sci 371(1696): 20150178, erratum in Philos Trans R Soc Lond B Biol Sci 371(1707):20160373 source
Not checked in the free run.
- cites [40] Dennison PE Brewer SC Arnold JD Moritz MA 2014 Large wildfire trends in the western United States, 1984–2011 Geophys Res Lett 41 8 2928 2933 source
Not checked in the free run.
The paper relies on this without support.
The government agency wildfire records accurately distinguish human- from lightning-caused wildfires.
“We analyze over 1.5 million records of both human- and lightning-started fires in the United States from 1992 to 2012 (28).”
“because of the difficulty in ascribing a cause, either human- or lightning-started (10).”
The paper relies on this without support.
The part played by human ignitions in recent growth of US wildfire activity has been neglected in public and scientific discussion.
“However, the role that humans play in starting these fires and the direct role of human-ignitions on recent increases in wildfire activity have been overlooked in public and scientific discourse because of the difficulty in ascribing a cause, either human- or lightning-started (10).”
The paper relies on this without support.
The FPA-FOD cause classifications reliably distinguish human-started from lightning-started wildfires.
“Each entry includes at minimum the location, discovery date, and cause of the wildfire.”
“We excluded 114,191 wildfires with an unknown cause and analyzed the spatial, seasonal, and temporal patterns of human- vs. lightning-started wildfires.”
The authors state this as an assumption.
Net primary productivity is a valid proxy for fuel amount.
“To account for fuel limitations, we also explored the fire niche as a function of fuel amount (approximated by NPP).”
The authors state this as an assumption.
Lightning-strike density is a valid measure of natural ignition pressure.
“We determined how humans expanded the fire niche by comparing the lightning-strike density (i.e., natural ignition pressure) and fuel-moisture conditions under which actual human- and lightning-started fire events occurred.”
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Headwater forests are now susceptible to wildland fire risk or will become so in the near future.
“these forests are now susceptible to wildland fire risk or will become so in the near future6,7.”
From Burned forests impact water supplies (2018) · cites this paper as [7]
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Self-citation
Flagged first, then by citations
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Switching on the Big Burn of 2017
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Spatiotemporal variability of human–fire interactions on the Navajo Nation
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Human augmentation of historical red pine fire regimes in the Boundary Waters Canoe Area Wilderness
Kipfmueller, K. F., Larson, E. R., Johnson, L. B., & Schneider, E. A. (2021) · Ecosphere · doi:10.1002/ecs2.3673 · Cited by 25 · see citing works
Roos, C. I., Kaib, J. M., Laluk, N. C., Adams, M. M., Guiterman, C. H., Baisan, C. H., Morino, K., & Swetnam, T. W. (2025) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.2509169122 · Cited by 8 · see citing works
“Although lightning ignitions are abundant in the Western United States ( 12 ), human ignitions remain a major contributor to modern fire regimes ( 13 ).”
- Authors
- Balch, J. K., Bradley, B. A., Abatzoglou, J. T., Nagy, R. C., Fusco, E. J., & Mahood, A. L.
- Affiliations
- University of Colorado Boulder (US)
- University of Massachusetts Amherst (US)
- University of Idaho (US)
- Corresponding author
- Balch, Jennifer K.
- Bradley, Bethany A.
- ORCID
- Venue
- Proceedings of the National Academy of Sciences
- Publisher
- National Academy of Sciences
- Published
- 2017-02-27
- Volume
- 114
- Issue
- 11
- Pages
- 2946-2951
- ISSN
- 0027-8424 (ISSN-L)
- 1091-6490
- PMC
- PMC5358354
- OpenAlex
- W2593972424
- Semantic Scholar
- 080c8ea7e54c99c0f5ac43b4cfb97d3662821769
- Cited by
- 1,043
- References
- 48
- Citations by year
- 2026: 134 · 2025: 110 · 2024: 125 · 2023: 129 · 2022: 157 · 2021: 136 · 2020: 104 · 2019: 68 · 2018: 67 · 2017: 10 · 2012: 1
- FWCI
- 47.12
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Proceedings of the National Academy of Sciences (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- eScholarship (California Digital Library) (submittedVersion)
- Funders
- National Aeronautics and Space Administration (NNX14AJ14G)
- Topics
- Physical Sciences › Environmental Science › Global and Planetary Change › Fire effects on ecosystems
- Physical Sciences › Environmental Science › Ecology › Rangeland and Wildlife Management
- Social Sciences › Sociology and Political Science › Disaster Management and Resilience
- Keywords
- wildfire ignition, fire season length, lightning fires, wildfire policy, wildfire risk, United States
- MeSH terms
- Wildfires, Geography, Humans, Human Activities, Seasons, United States, Spatio-Temporal Analysis
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-06.
Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-06.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
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