Sander Veraverbeke’s research while affiliated with University of East Anglia and other places


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Publications (114)


Estimating forest litter fuel load by integrating remotely sensed foliage phenology and modeled litter decomposition
  • Article

November 2024

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30 Reads

Remote Sensing of Environment

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Map of the study area in the Republic of Sakha, Russia. The fire scar is shown in the reddish brown colors in a Landsat 8 Operational Land Imager false-color composite (RGB 754) from 23 July 2019. The locations of burned and unburned field plots are shown on the map.
The 1-year post-fire summer thaw depth was deeper in burned plots compared to unburned plots. Each box ranges from the first to the third quartile. Whiskers extend to points that lie within 1.5 times the interquartile range. The median is indicated by the horizontal line and the mean by the black triangle.
Correlation matrix between field-measured environmental variables representing landscape, vegetation and fire severity characteristics, and thaw depth. GeoCBI is the Geometrically structured Composite Burn Index.
Relationships between field-measured thaw depth and (a) basal area, (b) vegetation density, and (c) burn depth. The shading around the regression lines indicates the 95 % confidence interval, while r is the Pearson correlation coefficient.
Maps showing (a) albedo, (b) differenced normalized burn ratio, (c) land surface temperature, and (d) pre-fire normalized difference vegetation index derived from Landsat 8 imagery. In (b) and (d), the northwestern tip with “no data” indicates a part of the study area that was not covered by the Landsat 8 scenes.

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Environmental drivers and remote sensing proxies of post-fire thaw depth in eastern Siberian larch forests
  • Article
  • Full-text available

November 2024

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49 Reads

Earth System Dynamics

Boreal fire regimes are intensifying because of climate change, and the northern parts of boreal forests are underlain by permafrost. Boreal fires combust vegetation and organic soils, which insulate permafrost, and as such deepen the seasonally thawed active layer and can lead to further carbon emissions to the atmosphere. Current understanding of the environmental drivers of post-fire thaw depth is limited but of critical importance. In addition, mapping thaw depth over fire scars may enable a better understanding of the spatial variability in post-fire responses of permafrost soils. We assessed the environmental drivers of post-fire thaw depth using field data from a fire scar in a larch-dominated forest in the continuous permafrost zone in eastern Siberia. Particularly, summer thaw depth was deeper in burned (mean=127.3 cm, standard deviation (SD) = 27.7 cm) than in unburned (98.1 cm, SD=26.9 cm) landscapes 1 year after the fire, yet the effect of fire was modulated by landscape and vegetation characteristics. We found deeper thaw in well-drained upland, in open and mature larch forest often intermixed with Scots pine, and in high-severity burns. The environmental drivers basal area, vegetation density, and burn depth explained 73.3 % of the measured thaw depth variability at the study sites. In addition, we evaluated the relationships between field-measured thaw depth and several remote sensing proxies. Albedo, the differenced normalized burn ratio (dNBR), and the pre-fire normalized difference vegetation index (NDVI) derived from Landsat 8 imagery together explained 66.3 % of the variability in field-measured thaw depth. Moreover, land surface temperature (LST) displayed particularly strong correlations with post-fire thaw depth (r=0.65, p<0.01). Based on these remote sensing proxies and multiple linear regression analysis, we estimated thaw depth over the entire fire scar. Our study reveals some of the governing processes of post-fire thaw depth development and shows the capability of Landsat imagery to estimate post-fire thaw depth at a landscape scale.

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BBA emissions over boreal regions from 2000 to 2020
a, The boreal region of focus in this study, which is divided into three subregions including BONA (in green), BOAS (in orange), and EU (in purple). In BONA and BOAS, areas covered by boreal forest and tundra are further distinguished. The grey shading indicates areas covered by temperate forest or grassland. The biome distribution is based on the terrestrial ecoregions from the World Wildlife Fund (https://www.worldwildlife.org/publications/terrestrial-ecoregions-of-the-world). The dashed line indicates the Arctic circle (66.5° N). b, Summer (JJA) total emissions of OC from BB over boreal regions according to GFED4s. The colours of the bars correspond to the region categories in a. The solid and dashed lines represent the linear trends for 2000–2020 and 2007–2020, respectively. The significance of both linear regressions is tested using the two-sided F test. c–e, Relationships between OC emission density and summer surface temperature (JJA) for BONA (c), EU (d) and BOAS (e) during 2000–2020. Each dot indicates the emission density and average temperature for a year. The solid lines depict the log-linear regressions with 95% confidence intervals (dashed lines). The significance of all regressions is tested using the two-sided F test. Note that the emission densities are calculated using the total emissions and area for each region, while the average temperature is calculated as a weighted average, using the mean emissions for 2000–2020 as weights. This approach excludes grid cells with no burns throughout the entire period when computing the average temperature.
Interannual variability and trend of summer (JJA) AOD over the boreal and Arctic region
a, The observed linear trend from 2000 to 2020 based on MODIS data. The stippling denotes areas with significant trends at P = 0.05 level. The dashed line shows the Arctic circle (66.5° N). The three boxes indicate areas either with intense BBA emissions (Siberia, North America) or located in the BBA outflow regions. b, Same as a but for modelled data by ECHAM-HAM, with model data collocated with MODIS observations on a daily basis. c, The observed and modelled AOD over the three selected regions (1–3) as shown in a and b. Both data are area-weighted averages of summer AOD over the corresponding boxes. To eliminate the difference of magnitude and directly compare trends, the results are shown as normalized anomalies (that is, AOD anomalies divided by the multi-year standard deviation) for both observed and modelled AOD. The dashed lines indicate the linear trends for observed (red) and modelled data (blue). All trends in 1–3 in c are significant at the 0.001 level based on the two-sided F test.
Modelled radiative effects of BBAs over the Arctic during summer on top of the atmosphere
a, The area-weighted average of radiative effects from 2000 to 2020 over the Arctic, including ERE, REARI and REACI. The dashed lines denote the linear trends of ERE (black), REARI (red) and REACI (blue), with all trends being significant at the 0.05 significance level based on the two-sided F test. b–d, The 2000–2020 average ERE (b), REARI (c) and REACI (d) for the whole boreal region. The dashed lines indicate the Arctic circle (66.5° N).
Future prediction of boreal BBA emissions and the resulting aerosols over the Arctic
a,b, Predicted future boreal BBA emissions (for OC, shown as red dots) over BONA (a) and BOAS (b). The red lines indicate the predicted mean values based on regressions between BBA emissions and summer temperature as shown in Fig. 1c,e, with dashed lines indicating the 95% confidence intervals. For comparison, the average (orange), historical peak (purple) during 2000–2020 period, and data for 2021–2023 from GFED4s (blue) are shown. Note that the data for 2021–2023 only show emissions over regions with burned areas during 2000–2020. The dots with error bars indicate the mean and standard deviation of the multi-year data for 2000–2020. c–f, Comparison between the 2000–2020 averages with future prediction under a 1°C global warming scenario for BBAs over the Arctic in terms of AOD (c), ERE (d), REARI (e) and REACI (f). The error bars indicate the standard deviation (Methods). For ERE, the difference between the 2000–2020 average and future prediction denotes the ERF.
Increasing aerosol emissions from boreal biomass burning exacerbate Arctic warming

November 2024

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63 Reads

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1 Citation

Nature Climate Change

The Northern Hemisphere boreal region is undergoing rapid warming, leading to an upsurge in biomass burning. Previous studies have primarily focused on greenhouse gas emissions from these fires, whereas the associated biomass burning aerosols (BBAs) have received less attention. Here we use satellite-constrained modelling to assess the radiative effect of aerosols from boreal fires on the climate in the Arctic region. We find a substantial increase in boreal BBA emissions associated with warming over the past two decades, causing pronounced positive radiative effects during Arctic summer mostly due to increased solar absorption. At a global warming level of 1 °C above current temperatures, boreal BBA emissions are projected to increase 6-fold, further warming the Arctic and potentially negating the benefits of ambitious anthropogenic black carbon mitigation. Given the high sensitivity of boreal and Arctic fires to climate change, our results underscore the increasingly relevant role of BBAs in Arctic climate.



Global rise in forest fire emissions linked to climate change in the extratropics

October 2024

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362 Reads

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2 Citations

Science

Climate change increases fire-favorable weather in forests, but fire trends are also affected by multiple other controlling factors that are difficult to untangle. We use machine learning to systematically group forest ecoregions into 12 global forest pyromes, with each showing distinct sensitivities to climatic, human, and vegetation controls. This delineation revealed that rapidly increasing forest fire emissions in extratropical pyromes, linked to climate change, offset declining emissions in tropical pyromes during 2001 to 2023. Annual emissions tripled in one extratropical pyrome due to increases in fire-favorable weather, compounded by increased forest cover and productivity. This contributed to a 60% increase in forest fire carbon emissions from forest ecoregions globally. Our results highlight the increasing vulnerability of forests and their carbon stocks to fire disturbance under climate change.


Spatial variability in Arctic–boreal fire regimes influenced by environmental and human factors

September 2024

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209 Reads

Wildfire activity in Arctic and boreal regions is rapidly increasing, with severe consequences for climate and human health. Regional long-term variations in fire frequency and intensity characterize fire regimes. The spatial variability in Arctic–boreal fire regimes and their environmental and anthropogenic drivers, however, remain poorly understood. Here we present a fire tracking system to map the sub-daily evolution of all circumpolar Arctic–boreal fires between 2012 and 2023 using 375 m Visible Infrared Imaging Radiometer Suite active fire detections and the resulting dataset of the ignition time, location, size, duration, spread and intensity of individual fires. We use this dataset to classify the Arctic–boreal biomes into seven distinct ‘pyroregions’ with unique climatic and geographic environments. We find that these pyroregions exhibit varying responses to environmental drivers, with boreal North America, eastern Siberia and northern tundra regions showing the highest sensitivity to climate and lightning density. In addition, anthropogenic factors play an important role in influencing fire number and size, interacting with other factors. Understanding the spatial variability of fire regimes and its interconnected drivers in the Arctic–boreal domain is important for improving future predictions of fire activity and identifying areas at risk for extreme events.


State of Wildfires 2023–2024

August 2024

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402 Reads

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10 Citations

Climate change contributes to the increased frequency and intensity of wildfires globally, with significant impacts on society and the environment. However, our understanding of the global distribution of extreme fires remains skewed, primarily influenced by media coverage and regionalised research efforts. This inaugural State of Wildfires report systematically analyses fire activity worldwide, identifying extreme events from the March 2023–February 2024 fire season. We assess the causes, predictability, and attribution of these events to climate change and land use and forecast future risks under different climate scenarios. During the 2023–2024 fire season, 3.9×106 km² burned globally, slightly below the average of previous seasons, but fire carbon (C) emissions were 16 % above average, totalling 2.4 Pg C. Global fire C emissions were increased by record emissions in Canadian boreal forests (over 9 times the average) and reduced by low emissions from African savannahs. Notable events included record-breaking fire extent and emissions in Canada, the largest recorded wildfire in the European Union (Greece), drought-driven fires in western Amazonia and northern parts of South America, and deadly fires in Hawaii (100 deaths) and Chile (131 deaths). Over 232 000 people were evacuated in Canada alone, highlighting the severity of human impact. Our analyses revealed that multiple drivers were needed to cause areas of extreme fire activity. In Canada and Greece, a combination of high fire weather and an abundance of dry fuels increased the probability of fires, whereas burned area anomalies were weaker in regions with lower fuel loads and higher direct suppression, particularly in Canada. Fire weather prediction in Canada showed a mild anomalous signal 1 to 2 months in advance, whereas events in Greece and Amazonia had shorter predictability horizons. Attribution analyses indicated that modelled anomalies in burned area were up to 40 %, 18 %, and 50 % higher due to climate change in Canada, Greece, and western Amazonia during the 2023–2024 fire season, respectively. Meanwhile, the probability of extreme fire seasons of these magnitudes has increased significantly due to anthropogenic climate change, with a 2.9–3.6-fold increase in likelihood of high fire weather in Canada and a 20.0–28.5-fold increase in Amazonia. By the end of the century, events of similar magnitude to 2023 in Canada are projected to occur 6.3–10.8 times more frequently under a medium–high emission scenario (SSP370). This report represents our first annual effort to catalogue extreme wildfire events, explain their occurrence, and predict future risks. By consolidating state-of-the-art wildfire science and delivering key insights relevant to policymakers, disaster management services, firefighting agencies, and land managers, we aim to enhance society's resilience to wildfires and promote advances in preparedness, mitigation, and adaptation. New datasets presented in this work are available from 10.5281/zenodo.11400539 (Jones et al., 2024) and 10.5281/zenodo.11420742 (Kelley et al., 2024a).


State of Wildfires 2023-2024

August 2024

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487 Reads

Earth System Science Data

Climate change contributes to the increased frequency and intensity of wildfires globally, with significant impacts on society and the environment. However, our understanding of the global distribution of extreme fires remains skewed, primarily influenced by media coverage and regionalised research efforts. This inaugural State of Wildfires report systematically analyses fire activity worldwide, identifying extreme events from the March 2023-February 2024 fire season. We assess the causes, predictability, and attribution of these events to climate change and land use and forecast future risks under different climate scenarios. During the 2023-2024 fire season, 3.9 × 10 6 km 2 burned globally, slightly below the average of previous seasons, but fire carbon (C) emissions were 16 % above average, totalling 2.4 Pg C. Global fire C emissions were increased by record emissions in Canadian boreal forests (over 9 times the average) and reduced by low emissions from African savannahs. Notable events included record-breaking fire extent and emissions in Canada, the largest recorded wildfire in the European Union (Greece), drought-driven fires in western Amazonia and northern parts of South America, and deadly fires in Hawaii (100 deaths) and Chile (131 deaths). Over 232 000 people were evacuated Earth Syst. Sci. Data, 16, 3601-3685, 2024 https://doi.


Interdisciplinary solutions and collaborations for wildfire management

July 2024

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27 Reads

iScience

The Earth system has long lived with fires,¹,² but the impact of climate change on fire regimes has led to extreme wildfire events with higher intensity and faster spread.³,⁴,⁵ This has effects on ecosystems and resources, air pollution, and, ultimately, human societies.⁶ Facing these compounding challenges require interdisciplinary solutions and collaborations. In this Backstory, we bring together fire researchers across fields, aiming to foster discussions and collaborations across disciplines, for us to better understand how we can learn to “live with fire”.


State of Wildfires 2023–24

June 2024

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607 Reads

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2 Citations

Climate change is increasing the frequency and intensity of wildfires globally, with significant impacts on society and the environment. However, our understanding of the global distribution of extreme fires remains skewed, primarily influenced by media coverage and regional research concentration. This inaugural State of Wildfires report systematically analyses fire activity worldwide, identifying extreme events from the March 2023–February 2024 fire season. We assess the causes, predictability, and attribution of these events to climate change and land use, and forecast future risks under different climate scenarios. During the 2023–24 fire season, 3.9 million km2 burned globally, slightly below the average of previous seasons, but fire carbon (C) emissions were 16 % above average, totaling 2.4 Pg C. This was driven by record emissions in Canadian boreal forests (over 9 times the average) and dampened by reduced activity in African savannahs. Notable events included record-breaking wildfire extent and emissions in Canada, the largest recorded wildfire in the European Union (Greece), drought-driven fires in western Amazonia and northern parts of South America, and deadly fires in Hawai’i (100 deaths) and Chile (131 deaths). Over 232,000 people were evacuated in Canada alone, highlighting the severity of human impact. Our analyses revealed that multiple drivers were needed to cause areas of extreme fire activity. In Canada and Greece a combination of high fire weather and an abundance of dry fuels increased the probability of fires by 4.5-fold and 1.9–4.1-fold, respectively, whereas fuel load and direct human suppression often modulated areas with anomalous burned area. The fire season in Canada was predictable three months in advance based on the fire weather index, whereas events in Greece and Amazonia had shorter predictability horizons. Formal attribution analyses indicated that the probability of extreme events has increased significantly due to anthropogenic climate change, with a 2.9–3.6-fold increase in likelihood of high fire weather in Canada and a 20.0–28.5-fold increase in Amazonia. By the end of the century, events of similar magnitude are projected to occur 2.22–9.58 times more frequently in Canada under high emission scenarios. Without mitigation, regions like Western Amazonia could see up to a 2.9-fold increase in extreme fire events. For the 2024–25 fire season, seasonal forecasts highlight moderate positive anomalies in fire weather for parts of western Canada and South America, but no clear signal for extreme anomalies is present in the forecast. This report represents our first annual effort to catalogue extreme wildfire events, explain their occurrence, and predict future risks. By consolidating state-of-the-art wildfire science and delivering key insights relevant to policymakers, disaster management services, firefighting agencies, and land managers, we aim to enhance society’s resilience to wildfires and promote advances in preparedness, mitigation, and adaptation.


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Citations (73)


... Fire is a natural process and a fundamental component of ecosystems (Bond et al 2005). Human activities and climate change have profound impacts on ecosystems, leading to changes in behaviors and impacts of fires (Jones et al 2022(Jones et al , 2024. For example, fire seasons are lengthening globally, and fire weather conditions are becoming more extreme in recent decades (Jolly et al 2015). ...

Reference:

Changes in fire-season burned area in northeastern China regulated by tropical North Atlantic variability
Global rise in forest fire emissions linked to climate change in the extratropics
  • Citing Article
  • October 2024

Science

... Currently, many studies attributed the serious forest fires in Canada during 2023 to the impact of extreme weather [5,6], with the average temperature having increased by approximately 2.2 °C from May to October compared to the average of the past decade [2]. Generally, extreme heat and drought make forest fires more likely to occur, especially under the frequent influence of lightning weather during the summer season in Canada. ...

State of Wildfires 2023–2024

... Globally, empirical data shows cropland fire uses produce the smallest anthropogenic fires (mean = 3.9ha; Millington et al., 2022). Therefore, outputs from WHAM! are also consistent with initial results from the Global Fire Emissions Database version 5 (GFED5), which 520 suggest smaller fireswhich are principally anthropogenichave declined less than larger ones (Randerson et al., 2022). ...

Evidence for a stronger global impact of fire on atmospheric composition
  • Citing Presentation
  • May 2022

... Recent studies have highlighted a rapid increase in BB over boreal regions, resulting in unprecedented emissions in past years 9,10 . It is extensively documented that boreal BB is closely related to climate warming 9,[11][12][13] , as rising temperatures increase fire risk through more ignitions and longer fire seasons 14 . Future climate projections indicate that, along with continued warming and decline in anthropogenic aerosol emissions, boreal BB emissions might continue to rise 9,15 , suggesting that they could emerge as a crucial contributor to Arctic climate change. ...

Trends and drivers of Arctic-boreal fire intensity between 2003 and 2022

The Science of The Total Environment

... Climate warming has been amplified in northern latitudes, contributing to intensified tundra wildfires regimes (Rocha et al 2012, French et al 2016. Snowpacks are disappearing earlier in the spring, leaving terrestrial environments vulnerable to increased occurrences of high latitude lightning ignitions (Hessilt et al 2024). Furthermore, warmer summers and changing precipitation patterns are leading to extended and drier summer periods (Euskirchen et al 2009). ...

Geographically divergent trends in snow disappearance timing and fire ignitions across boreal North America

... The manual highlights the critical importance of carbon accounting in forests as a fundamental step for the successful execution of forest carbon projects [112]. Assessing wood biomass involves both direct methods, which entail harvesting trees and measuring their individual parts, and indirect approaches, which estimate biomass by measuring factors like wood volume and density, offering a more convenient and efficient alternative [113]. Tier 3 encompasses two approaches for assessing the carbon content of both individual trees and entire forested areas: ...

Allometric equations and wood density parameters for estimating aboveground and woody debris biomass in Cajander larch (Larix cajanderi) forests of northeast Siberia

... In-creased hot and dry conditions create periods of low fuel moisture, promoting wildfire potential in ecosystems where ample stocks of fuels (vegetation biomass and organic soils) are available, notably in forests (4,10,31). Increased lightning frequency under climate change has also exacerbated the ignition of forest fires in some locations, particularly in ignition-limited forests of the high latitudes (32)(33)(34). Increased atmospheric instability has been linked to more erratic and extreme wildfire behavior that enhances fire spread and intensity and challenges the potential for firefighters to suppress fire (35,36). Several attribution studies have shown that climate change raised the likelihood of extreme fire weather conditions during a range of recent extreme wildfire seasons (5,19,37,38). ...

Extratropical forests increasingly at risk due to lightning fires

... to Journal of Geophysical Research: Biogeosciences patches(Meddens et al., 2018;Talucci et al., 2022b). Improved representations of post-fire ecosystem functions therefore require a quantitative assessment of the fine-scale burn mosaics and the processes that generate them.Recent studies have identified abiotic and biotic factors that explain extreme fire years at pan-Arctic scale(Hu et al., 2015;Masrur et al., 2018;Zhang et al., 2022), including top-down and bottom-up factors(Qu et al., 2023). Top-down factors encompass weather and climatic conditions that can lead to a cascade of land-atmosphere feedbacks. ...

Wildfire precursors show complementary predictability in different timescales

... For example, a retreat of the snow cover at the pan-Arctic scale (Mudryk et al. 2021;Robinson 2021) and an earlier onset of melting (Mudryk et al. 2017) have been observed in spring. Moreover, the snow water equivalent (SWE) in winter has decreased, particularly in North America (Pulliainen et al. 2020) where snow cover variations exhibited regional differences, with a decreasing trend in Alaska but an increasing trend in eastern Canada (Hessilt et al. 2023). These changes are connected to modifications of the circumpolar Arctic river hydrograph, because its spring peak-flow regime is strongly related to snowpack melt. ...

Geographically divergent trends in snowmelt timing and fire ignitions across boreal North America

... In this case, the net biosphere productivity is defined, which additionally includes the fire emissions (NPP-SHR-fire). This is important because the majority of fire carbon emissions in the circumpolar domain are from belowground sources: roughly 84%-90% in arctic-boreal North America and 57%-74% in Eurasia (Potter et al., 2023;Veraverbeke et al., 2021;Walker et al., 2020). Other disturbances, such as pest or storm damage to forests, are not systematically represented in these model ensembles and can therefore not be considered here. ...

Burned area and carbon emissions across northwestern boreal North America from 2001–2019