Scott L. Stephens’s research while affiliated with University of California, Berkeley and other places

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Publications (265)


Name, location, forest type, fire return interval (FRI), and elevation (m) for each of the 12 Fire and Fire Surrogate (FFS) sites included in the initial treatments (adapted from Schwilk et al., 2009). The four active sites outlined in black include (from left to right of map) California (Blodgett Forest Research Station), Montana (Lubrecht Experimental Forest), Ohio (Ohio Hills), and North Carolina (Green River Game Land).
Canonical discriminant analysis (CDA) of changes (Post‐20 − Pre‐treatment) in overstory metrics in relation to treatments for (A) California, (B) Montana, (C) Ohio, and (D) North Carolina. Metrics include changes in percent basal area of preferred (p) species, live basal area (BA), live tree density (TPH), live quadratic mean diameter (QMD), seedling (seed) and sapling (sap) density of preferred species and non‐preferred (np) species, and mid‐story shrubs (North Carolina). Diamond within ringed cross indicates average score for a given treatment. Arrows represent correlation coefficients for a given metric.
Canonical discriminant analysis (CDA) of changes (Post‐20 − Pre‐treatment) in understory metrics in relation to treatments for (A) California, (B) Montana, (C) Ohio, and (D) North Carolina. Metrics include changes in species richness, diversity, evenness, graminoid cover, forb cover, shrub cover, tree cover (California and Ohio), vine cover (North Carolina), and non‐native cover (Montana). Diamond within ringed cross indicates average score for a given treatment. Arrows represent correlation coefficients for a given metric.
Canonical discriminant analysis (CDA) of changes (Post‐20 − Pre‐treatment) in fuels metrics in relation to treatments for (A) California, (B) Montana, and (C) North Carolina. Metrics include changes in fuel loads of ground (litter + duff), fine woody fuels (FWD; 1‐, 10‐, 100‐h), coarse woody debris (CWD; 1000‐h+), potential mortality (P‐mort; California and Montana), and probability of torching (P‐torch; California and Montana). Diamond within ringed cross indicates average score for a given treatment. Arrows represent correlation coefficients for a given metric.
Illustration of overstory, understory, surface fuels, and soil characteristics prior to the FFS (Control) in (A) California, (B) Montana, and (C) North Carolina, our original prescription to change these characteristics so we could meet fuel hazard reduction goals (Original), and how we would change the original prescription given what we know about the development of these prescriptions the last 20 years (Modified future). Illustration credit: Allison Fitzmorris.
The national Fire and Fire Surrogate study: Effects of fuel treatments in the Western and Eastern United States after 20 years
  • Article
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February 2025

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141 Reads

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Scott L. Stephens

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The national Fire and Fire Surrogate (FFS) study was initiated more than two decades ago with the goal of evaluating the ecological impacts of mechanical treatments and prescribed fire in different ecosystems across the United States. Since then, 4 of the original 12 sites remain active in managing and monitoring the original FFS study which provides a unique opportunity to look at the long‐term effects of these treatments in different regions. These sites include California (Blodgett Forest Research Station), Montana (Lubrecht Experimental Forest), North Carolina (Green River Game Land), and Ohio (Ohio Hills). Although regions differed in ecosystem type (e.g., conifer‐ vs. hardwood‐dominated), the overall goals of the FFS study were to promote desirable, fire‐adapted species, reduce fire hazard, and improve understory diversity. Our study uses multivariate techniques to compare how these desired outcomes were maintained over the last 20 years and discusses whether we would modify the original treatments given what we know now. Our findings indicate that mechanical treatments and prescribed fire can promote desired tree species, mitigate potential fire behavior by reducing fuels and retaining larger‐sized trees, decrease tree mortality, and stimulate regeneration—effects that are still apparent even after 20 years. However, we also found that maintaining desired outcomes was regionally specific with western sites (California and Montana) showing more desirable characteristics under mechanical treatments, while the eastern sites (North Carolina and Ohio) showed more desirable characteristics after prescribed burning. The beneficial effects of treatment were also more apparent in the long term when sites followed up with repeated treatments, which can be adapted to meet new objectives and conditions. These findings highlight the FFS study as an invaluable resource for research and provide evidence for meeting long‐term restoration goals if treatments can be adapted to ecosystem type, be maintained by repeated treatments, and accommodate new goals by adapting treatments to changing conditions.

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Estimated marginal mean seedling density and 95% confidence intervals for the four Fire and Fire Surrogate treatment groups. Vertical bars between years broadly indicate treatment timing relative to seedling measurements. Fire stands were treated three times: fall 2002, 2009, and 2017. Mech stands were masticated and thinned in 2001 and again in 2017–2019. Mech + Fire stands were thinned, masticated, and burned in 2001–2002 and masticated and burned in 2017–19. Y‐axes are square‐root‐transformed. Appendix S1: Table S1 is a tabular presentation of this figure.
Modeled coefficients and 90% credible intervals for species‐specific seedling density and occupancy models. Faded bars indicate that the 90% credible interval included zero. BA, basal area; CWD, climatic water deficit; PPT, precipitation; Cool season, November–March; Warm season, April–October.
Probability of colonization and persistence as a function of years since treatment application when all other covariates are set to their means. Thin lines are random draws from the posterior distribution, thick lines show the posterior median, and thick hashed lines indicate that the 90% credible interval (CI) includes zero. For the Control, the “treatment” is considered to have taken place in 2001 when the study was established.
Probability of colonization and persistence as a function of (a) cool season (November–March) precipitation, (b) growing season (April–October) precipitation, and (c) growing season climatic water deficit (CWD). Thin lines are random draws from the posterior distribution, thick lines show the posterior median, and thick hashed lines indicate that the 90% credible interval (CI) includes zero. BO, black oak; DF, Douglas‐fir; IC, incense‐cedar; PP, Ponderosa pine; SP, sugar pine; WF, white fir.
Repeated fuel treatments fall short of fire‐adapted regeneration objectives in a Sierra Nevada mixed conifer forest, USA

December 2024

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64 Reads

Fire exclusion over the last two centuries has driven a significant fire deficit in the forests of western North America, leading to widespread changes in the composition and structure of these historically fire‐adapted ecosystems. Fuel treatments have been increasingly applied over the last few decades to mitigate fire hazard, yet it is unclear whether these fuel‐focused treatments restore the fire‐adapted conditions and species that will allow forests to persist into the future. A vital prerequisite of restoring fire‐adaptedness is ongoing establishment of fire‐tolerant tree species, and both the type and reoccurrence of fuel treatments are likely to strongly influence stand trajectories. Here, we leveraged a long‐term study of repeated fuel treatments in a Sierra Nevada mixed‐conifer forest to examine the regeneration response of six native tree species to the repeated application of common fuel treatments: prescribed fire, mechanical, mechanical plus fire, and untreated controls. Our objectives were to (1) quantify differences in forest structure and composition following the repeated application of alternative fuel treatments that may influence the establishment environment and then (2) identify the stand structure and climate conditions influencing seedling dynamics. We found that both treatment type and intensity are highly influential in shifting forests toward more fire‐adapted conditions and determining species‐specific regeneration dynamics. Specifically, the conifer species tracked here increased in either colonization or persistence potential following repeated applications of fire, indicating fire may be most effective for restoring regeneration conditions broadly across species. Fire alone, however, was not enough to promote fire‐adapted composition, with concurrent mechanical treatments creating more favorable conditions for promoting colonization and increasing abundances of fire‐tolerant ponderosa pine. Yet, even with repeated fuel treatment application, establishment of fire‐intolerant species far exceeded that of fire‐tolerant species over this 20‐year study period. Moreover, increasing growing season water stress negatively impacted seedling dynamics across all species regardless of treatment type and intensity, an important consideration for ongoing management under heightened climatic stress. While repeated treatments are waypoints in restoring fire‐adapted conditions, more intense treatments via gap‐creation or hotter prescribed fires targeting removal of fire‐intolerant species will be necessary to sustain recruitment of fire‐tolerant species.


Prescribed fires effects on actual and modeled fuel loads and forest structure in southern coast redwood (Sequoia sempervirens) forests

October 2024

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27 Reads

Fire Ecology

Background Fire suppression, timber harvesting, and the forced removal of Indigenous burning have fundamentally changed conditions in coast redwood forests. The contemporary approach of forest preservation and fire exclusion has produced high densities of small trees, elevated fuel loads, and increased vulnerability to wildfire and climate change. Prescribed broadcast burning presents a viable treatment option to meet forest management goals, especially where mechanical treatments are not feasible. Forest and fire managers utilizing fire modeling software such as the Fire and Fuels Extension of Forest Vegetation Simulator (FFE) to predict prescribed fire effects in redwoods are limited by model accuracy due to a lack of empirical research and model verification across a breadth of site conditions. Results We compared the difference between pre- and post-treatment conditions for two fall-season prescribed burns in Sonoma and Santa Cruz counties in California to quantify changes to forest structure, fuel loads, and modeled wildfire hazard. Observed data was used to analyze the accuracy of FFE modeled prescribed fire treatment outputs for post-treatment forest and fuel conditions. Observed burn treatments were low intensity and resulted in no significant change to forest structure and composition, but there was a reduction in seedling and sapling densities and an increase in resprout density. There was a reduction in duff and litter fuels, and litter and fine woody debris reduction was driven by pre-treatment total fuel loads. The modeled probability of torching was very low pre- and post-treatment. FFE underpredicted scorch height, duff fuel reduction, and redwood regeneration, but slightly overpredicted tree mortality and significantly overpredicted reduction of litter and fine woody debris. Conclusion Our results highlight a need for model refinement in regard to species-specific mortality, tree regeneration dynamics, fuel recruitment and deposition, and moisture-dependent fuel consumption. In order to achieve desired forest management goals, fire practitioners may need to burn at moderate to high intensities, and potentially pair burning with mechanical thinning. Long-term health of coast redwood forests also relies on the restoration of cultural fire and stewardship partnerships that equally share decision making power between western science and Indigenous knowledge bearers.


Fire history in northern Sierra Nevada mixed conifer forests across a distinct gradient in productivity

September 2024

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119 Reads

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1 Citation

Fire Ecology

Background Understanding the role of fire in forested landscapes is fundamental to fire reintroduction efforts, yet few studies have examined how fire dynamics vary in response to interactions between local conditions, such as soil productivity, and more broadscale changes in climate. In this study, we examined historical fire frequency, seasonality, and spatial patterning in mixed conifer forests across a distinct gradient of soil productivity in the northern Sierra Nevada. We cross-dated 46 different wood samples containing 377 fire scars from 6 paired sites, located on and off of ultramafic serpentine soils. Forests on serpentine-derived soils have slower growth rates, lower biomass accumulation, and patchier vegetation than adjacent, non-serpentine sites. Due to these differences, we hypothesized that historical fire frequency and spatial extent would be reduced in mixed conifer forests growing on serpentine soils. Results Fire scars revealed a history of frequent fire at all of our sites (median composite interval: 6–22.5 years) despite clear differences in soil productivity. Fire frequency was slightly shorter in more productive non-serpentine sites, but this difference was not consistently significant within our sample pairs. While fires were frequent, both on and off of serpentine, they were also highly asynchronous, and this was largely driven by differing climate–fire relationships. Fires in more productive sites were strongly associated with drought conditions in the year of the fire, while fires in less productive serpentine sites appeared to be more dependent on a cycle of wet and dry conditions in the years preceding the fire. Widespread fires that crossed the boundary between serpentine and non-serpentine were associated with drier than normal years. Conclusions In our study, fine-scale variation in historical fire regime attributes was linked to both bottom-up and top-down controls. Understanding how these factors interact to create variation in fire frequency, timing, and spatial extent can help managers more effectively define desired conditions, develop management objectives, and identify management strategies for fire reintroduction and forest restoration projects.


Realignment of federal environmental policies to recognize fire’s role

August 2024

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89 Reads

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3 Citations

Fire Ecology

Background Enactment of the Clean Air Act (CAA), Endangered Species Act (ESA), and National Environmental Policy Act (NEPA), three of the primary federal environmental laws, all coincided with the height of fire suppression and exclusion in the United States. These laws fail to acknowledge or account for the importance of fire in many fire-adapted and fire-dependent ecosystems, particularly in the American west, or the imperative for fire restoration to improve resiliency and reduce wildfire risk as identified by western science and Indigenous knowledge. We review the statutory and regulatory provisions of these federal laws to identify how the existing policy framework misaligns with the unique role of fire in ecosystems and with Tribal sovereignty, identify specific barriers and disincentives to beneficial fire use, and propose specific policy reforms. Results The CAA, the ESA, and NEPA inhibit the use of beneficial fire as they are founded in a policy framework that treats fire restoration and maintenance as a federal action or human activity, rather than as a natural, baseline, or keystone process. The emergency exceptions in these policies reduce accountability and incentivize the wrong kind of fire, and compliance creates a perverse outcome by disincentivizing fire restoration. Further, these federal policies impede Tribal sovereignty. Conclusions Modifications to these laws would better enable fire restoration in fire-dependent and fire-adapted ecosystems, reduce wildfire risk, and ultimately meet the statutes’ core purposes. Federal agencies and Congress should reform regulatory frameworks to explicitly recognize fire as a baseline, natural, or keystone process, such that restoring fire in fire-dependent and fire-adapted ecosystems at levels not significantly exceeding pre-1800 fire return intervals is not treated as a federal or agency action. Further, non-Tribal governments should not attempt to regulate cultural burning, as it is a retained right of Indigenous peoples.




Figure 4. Predicted litter and fine woody debris relative change (%) as a function of pre-treatment total 1004
Absolute change in observed and modeled fuel loads (Mg ha -1 ) across all sites. Observed values 936 are derived from Brown's transects. Modeled change is derived using a FFE simulated prescribed fire 937 treatment. Pre-treatment data is from 2021/22, post-treatment is from 2023, and prescribed burn 938 treatments occurred Fall 2022. Welch's Two Sample t-tests compare absolute change in Observed and 939 Modeled fuel load post-treatment. 940
Prescribed fires effects on actual and modeled fuel loads and forest structure in southern coast redwood (Sequoia sempervirens) forests

May 2024

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122 Reads

Background: Fire suppression, timber harvesting, and the forced removal of Indigenous burning have fundamentally changed conditions in coast redwood forests. The contemporary approach of forest preservation and fire exclusion has produced high densities of small trees, elevated fuel loads, sparse understories with limited herbaceous plant diversity and cover, and increased vulnerability to wildfire and climate change. Prescribed broadcast burning presents a viable treatment option to meet forest restoration goals, especially where mechanical treatments are not feasible. Forest and fire managers utilizing fire modeling software such as the Fire and Fuels Extension of Forest Vegetation Simulator (FFE) to predict prescribed fire effects in coast redwoods are limited by model accuracy due to a lack of empirical research and model verification across a breadth of site and weather conditions. Results: We compared the difference between pre- and post-treatment conditions for two fall-season prescribed burns in Sonoma and Santa Cruz counties in California to quantify changes to forest structure, fuel loads, and treatment effectiveness in mitigating future wildfire behavior. This observed data was used to analyze the accuracy of FFE modeled prescribed fire treatment outputs for post-treatment forest and fuels conditions. Observed burn treatments were low intensity and resulted in no significant change to forest structure and composition, but there was a reduction in seedling and sapling densities and an increase in resprout density. There was a reduction in duff and litter fuels, and we found litter and fine woody debris reduction was driven by pre-treatment total fuel loads. The modeled probability of torching was very low pre- and post-treatment. FFE underpredicted scorch height, duff fuel reduction, and redwood regeneration, but slightly overpredicted tree mortality and significantly overpredicted reduction of litter and fine woody debris. Conclusion: Our results highlight a need for model refinement in regards to species-specific mortality, tree regeneration dynamics, and moisture-dependent fuel consumption. In order to achieve desired forest restoration goals, fire practitioners may need to burn at moderate to higher intensities than those typically implemented in these forests, and potentially pair burning with mechanical thinning. Long-term health of coast redwood forests also relies on the restoration of cultural fire and stewardship partnerships that equally share decision making power between western science and Indigenous knowledge bearers.


North et al 2024 Strategic Fire Zones

May 2024

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224 Reads

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5 Citations

Fire Ecology

Background Over the last four decades, wildfires in forests of the continental western United States have significantly increased in both size and severity after more than a century of fire suppression and exclusion. Many of these forests historically experienced frequent fire and were fuel limited. To date, fuel reduction treatments have been small and too widely dispersed to have impacted this trend. Currently new land management plans are being developed on most of the 154 National Forests that will guide and support on the ground management practices for the next 15–20 years. Results During plan development, we recommend that Strategic Fire Zones (SFZs) be identified in large blocks (≥ 2,000 ha) of Federal forest lands, buffered (≥ 1–2.4 km) from the wildland-urban interface for the reintroduction of beneficial fire. In SFZs, lightning ignitions, as well as prescribed and cultural burns, would be used to reduce fuels and restore ecosystem services. Although such Zones have been successfully established in a limited number of western National Parks and Wilderness Areas, we identify extensive remote areas in the western US (8.3–12.7 million ha), most outside of wilderness (85–88%), where they could be established. Potential wildland fire Operational Delineations or PODs would be used to identify SFZ boundaries. We outline steps to identify, implement, monitor, and communicate the use and benefits of SFZs. Conclusions Enhancing collaboration and knowledge-sharing with Indigenous communities can play a vital role in gaining agency and public support for SFZs, and in building a narrative for how to rebuild climate-adapted fire regimes and live within them. Meaningful increases in wildland fire use could multiply the amount of beneficial fire on the landscape while reducing the risk of large wildfires and their impacts on structures and ecosystem services.


Composite fire return interval (FRI) estimates from paired serpentine and non-serpentine sites. 718 The analysis period for both estimate methods was 1632-1885. Superscript letters indicate significant 719 differences between sites (i.e., a is significantly different than b, c). 720
Fire history in northern Sierra Nevada mixed conifer forests across a distinct gradient in productivity

April 2024

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57 Reads

Background Understanding the role of fire in forested landscapes is fundamental to fire reintroduction efforts, yet few studies have examined how fire dynamics vary in response to interactions between local conditions, such as soil productivity, and more broadscale changes in climate. In this study we examined historical fire frequency, seasonality, and spatial patterning in mixed conifer forests across a distinct gradient of soil productivity in the northern Sierra Nevada. We cross-dated 46 different wood samples containing 377 fire scars from six paired sites, located on and off of ultramafic serpentine soils. Forests on serpentine-derived soils have slower growth rates, lower biomass accumulation, and patchier vegetation than adjacent, non-serpentine sites. Due to these differences, we hypothesized that historical fire frequency and spatial extent would be reduced in mixed conifer forests growing on serpentine soils. Results Fire scars revealed a history of frequent fire at all of our sites (median composite interval: 6-22.5 years) despite clear differences in soil productivity. Fire frequency was slightly shorter in more productive non-serpentine sites, but this difference was not significant within any of our sample pairs. While fires were frequent, both on and off of serpentine, they were also highly asynchronous, and this was largely driven by differing climate-fire relationships. Fires in more productive sites were strongly associated with drought conditions in the year of the fire, while fires in less productive serpentine sites appeared to be more dependent on a cycle of wet and dry conditions in the years preceding the fire. Widespread fires that crossed the boundary between serpentine and non-serpentine were associated with drier than normal years. Conclusions In our study, fine-scale variation in historical fire regime attributes was linked to both bottom-up and top-down controls. Understanding how these factors interact to create variation in fire frequency, timing, and spatial extent can help managers more effectively define desired conditions, develop management objectives, and identify management strategies for fire reintroduction and forest restoration projects.


Citations (77)


... Thus, in this analysis, severity was less dependent on fuel structure in high productivity regions where fuels were not limited and where other climatic factors had a larger relative impact on severity patterns. This observation is consistent with a recent study that found that given extreme fire weather conditions, excess fuel volumes and ignition, more productive regions tend to burn at the highest severity levels 60 . Moreover, in fuel-limited arid regions, the relative importance of fuel structure in driving severity may increase where severity patterns more closely track the spatial footprint of combustible biomass as opposed to non-or sparsely-vegetated surfaces, which tend to arrest fire progression 61 . ...

Reference:

Ladder fuels rather than canopy volumes consistently predict wildfire severity even in extreme topographic-weather conditions
Fire history in northern Sierra Nevada mixed conifer forests across a distinct gradient in productivity

Fire Ecology

... For example, thousands of 1-to 2-square-kilometer protected activity centers were set aside in the early 1990s to safeguard the best available nesting habitat for the federally threatened spotted owl ( Strix occidentalis ). To this day, most forest management activities are restricted in protected activity centers, and restorative activities (e.g., prescribed burning) are given such narrow and unpredictable implementation windows that they usually do not occur (Clark et al. 2024 ). In the absence of natural disturbances and restoration, many protected activity centers have become overly dense with shade-tolerant trees, increasing tree competition for water and ladder fuels that increase the risk of canopy fire. ...

Realignment of federal environmental policies to recognize fire’s role

Fire Ecology

... Across the globe and over thousands of years, humans have used fire in targeted ways to rejuvenate, enhance and steward their landscapes. Over a century of fire exclusion has caused innumerable ecological impacts on fire-adapted ecosystems, both in the US (Nowacki and Abrams 2008; Hagmann et al. 2021;Knapp et al. 2024;Stephens et al. 2024) and in many other parts of the world (e.g. Australia, Sneeuwjagt et al. 2013;Europe, Fernandes et al. 2013). ...

Early impacts of fire suppression in Jeffrey pine – Mixed conifer forests in the Sierra San Pedro Martir, Mexico
  • Citing Article
  • July 2024

Forest Ecology and Management

... With the increasing prevalence of wildfires across wNA, forest and fire managers seek to leverage the positive influences of wildfires, cultural and prescribed burning, and mechanical fuel treatments on forest resilience and the return of active fire regimes Parks et al. 2016;Stephens et al. 2012;van Wagtendonk 2007). Managed wildfires are increasingly recognized for their potential to help meet landscape-scale restoration goals Bean and Evans 2023;North et al. 2024). To do so, managers must balance the capacity for wildfires to achieve restoration goals while minimizing, to a practical extent, adverse effects to highly valued resources and socially-and/or ecologically valued conditions, including impacts on neighboring communities (Ager et al. 2017;Timberlake et al. 2020;Davis et al. 2022). ...

North et al 2024 Strategic Fire Zones

Fire Ecology

... (2) smoldering-to-flaming (StF) transition; (3) flaming ignition (FI). In this study, smoldering propagation throughout the entire fuel bed, as reported in other studies [18,23,32], was not observed. Once self-sustained smoldering had taken place, it inevitably transitioned to flaming combustion. ...

Smoldering of Wood: Effects of Wind and Fuel Geometry
  • Citing Article
  • February 2024

Fire Technology

... only report 'wood' rather than CWD and FWD separately). A possible explanation is the recent and highly elevated tree mortality in these forests (~23 % over a three-year period in high mortality areas) from the 2012-2016 drought (Stephenson et al., 2019), which likely resulted in increased CWD from trees that have fallen but not yet substantially decomposed (Northrop et al., 2024). This hypothesis is also in keeping with our estimates of large tree density (Fig. 8), which tended to be low relative to expectations from other work (Lydersen and North, 2012;Stephens et al., 2012Stephens et al., , 2009) and relative to management targets (see below). ...

Snag dynamics and surface fuel loads in the Sierra Nevada: Predicting the impact of the 2012–2016 drought
  • Citing Article
  • January 2024

Forest Ecology and Management

... In some locations, the resulting fire regime may even threaten the persistence of the forests themselves, as climate change may be rendering some post-fire landscapes inhospitable to forest regeneration (Coop et al., 2020). In response, land managers across the western US are striving to address the increasing risk of high-severity wildfire by increasing the 'pace and scale' (North et al., 2021) of forest treatments intended to reduce the risk of severe wildfire and restore at least some attributes of pre-suppression forest structure and composition (Stephens et al., 2023). Recent research is helping to elucidate effects of forest treatments on vertebrates (Basile et al., 2019;Fontaine and Kennedy, 2012;Jones et al., 2022;Stephens et al., 2012) but far less is known about how mechanical thinning and prescribed fire affect populations of insect pollinators like bumble bees (Mola et al., 2021) and butterflies, despite the important roles they play in ecosystems, and the increasing realization that many insect pollinators are declining (Cameron et al., 2011;Lebuhn et al., 2013;Soroye et al., 2020). ...

Forest restoration and fuels reduction work: Different pathways for achieving success in the Sierra Nevada

... Changes in disturbance frequency and severity have been very apparent among fires and insect outbreaks in dry conifer forests. For example, in western North America, fire seasons have become longer and more severe (Hanes et al., 2018;Jain et al., 2017), and in recent decades, annual area burned has increased dramatically (Barbero et al., 2015;Parisien et al., 2023). At the same time, vast outbreaks by bark beetles (i.e., the mountain pine beetle [Dendroctonus ponderosae Hopkins] and spruce beetle [D. ...

Abrupt, climate-induced increase in wildfires in British Columbia since the mid-2000s

... For example, the United States Geological Survey (USGS) began to acquire aerial photographs in 1937(U.S. Geological Survey, 1973. These archival images are invaluable for tracking the urban development history of many cities and regions, offering insights into growth patterns, spatial structure transformation, and long-term infrastructural changes (Farella et al., 2022b).Despite their potential value, these historical datasets remain relatively underexplored (Fertel et al., 2023) due to several cruicial limitations, including black-and-white imagery, lower spatial resolution, and degradation from archival processes. To fully realize and harness its potential, it is essential to overcome the inherent limitations of these historical areal photographs and adapt them to modern detection model requirements. ...

Vegetation type change in California’s Northern Bay Area: A comparison of contemporary and historical aerial imagery
  • Citing Article
  • August 2023

Forest Ecology and Management

... In the fire-suppressed yellow pine and mixed conifer (YPMC) forests of California's Sierra Nevada, land managers rely on forest treatments to reduce fuel loads, restore key processes like fire, and mitigate the negative impacts of future disturbances and climate change (hereafter referred to as "restoration treatments") (Safford et al. 2012;Forest Management Task Force 2021;North et al. 2022;Hankin et al. 2023). However, annual area burned by wildfires continues to drastically outpace the implementation of restoration treatments in the region (Vaillant and Reinhardt 2017;North et al. 2021), with a documented sixfold increase in annual area burned over the past two decades . ...

How forest management changed the course of the Washburn fire and the fate of Yosemite’s giant sequoias (Sequoiadendron giganteum)

Fire Ecology