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Assessing wildfire risk to critical infrastructure in central Chile: application to an electrical substation 评估智利中部关键基础设施的野火风险:应用于变电站
IF 3.1 3区 农林科学 Q1 FORESTRY Pub Date : 2024-04-04 DOI: 10.1071/wf22113
Gonzalo Severino, Andrés Fuentes, Alejandro Valdivia, Fernando Auat-Cheein, Pedro Reszka
Background

Wildfires have caused significant damage in Chile, with critical infrastructure being vulnerable to extreme wildfires.

Aim

This work describes a methodology for estimating wildfire risk that was applied to an electrical substation in the wildland–urban interface (WUI) of Valparaíso, Chile.

Methods

Wildfire risk is defined as the product between the probability of a wildfire reaching infrastructure at the WUI and its consequences or impacts. The former is determined with event trees combined with modelled burn probability. Wildfire consequence is considered as the ignition probability of a proxy fuel within the substation, as a function of the incident heat flux using a probit expression derived from experimental data. The heat flux is estimated using modelled fire intensity and geometry and a corresponding view factor from an assumed solid flame.

Key results

The probability of normal and extreme fires reaching the WUI is of the order of 10−4 and 10−6 events/year, respectively. Total wildfire risk is of the order of 10−5 to 10−4 events/year

Conclusions

This methodology offers a comprehensive interpretation of wildfire risk that considers both wildfire likelihood and consequences.

Implications

The methodology is an interesting tool for quantitatively assessing wildfire risk of critical infrastructure and risk mitigation measures.

背景野火在智利造成了重大损失,关键基础设施很容易受到极端野火的影响。目的本研究介绍了一种估算野火风险的方法,该方法适用于智利瓦尔帕莱索市野地与城市交界处(WUI)的一个变电站。方法野火风险被定义为野火到达 WUI 基础设施的概率与其后果或影响之间的乘积。前者由事件树和模拟燃烧概率共同决定。野火后果被视为变电站内替代燃料的点燃概率,它是入射热通量的函数,使用从实验数据中得出的 probit 表达式。热通量是通过模拟火灾强度和几何形状以及假定固体火焰的相应视角系数估算出来的。主要结果正常和极端火灾到达 WUI 的概率分别为 10-4 和 10-6 次/年。总野火风险约为 10-5 到 10-4 次/年 结论该方法全面解释了野火风险,同时考虑了野火发生的可能性和后果。意义该方法是定量评估关键基础设施野火风险和风险缓解措施的有趣工具。
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引用次数: 0
Heat input determines the response and rapid recovery of post-fire soil microbial biomass 热量输入决定火灾后土壤微生物生物量的反应和快速恢复
IF 3.1 3区 农林科学 Q1 FORESTRY Pub Date : 2024-04-04 DOI: 10.1071/wf23095
Rong She, Rong She, Jing-Chao Li, Jing-Chao Li, Xin Zhang, Xin Zhang, Yao-Quan Yang, Yao-Quan Yang, Fa-Ping Zhou, Fa-Ping Zhou, Davide Fornacca, Davide Fornacca, Xiao-Yan Yang, Xiao-Yan Yang, Wen Xiao, Wen Xiao
Background

The post-fire recovery of soil microbes is critical for ecological conservation, yet the mechanisms behind it are not well understood.

Aim

In this study, we examined the recovery patterns of culturable soil microbes following a fire.

Methods

A field experiment was conducted in which a forest soil was subjected to surface fire, and the culturable microbial biomass and soil physicochemical characteristics were evaluated 1 day after the fire, and subsequently every 10 days for 90 days.

Key results

Microbial biomass significantly reduced post-fire, with varying effects across microbial taxa and soil layers. The recovery patterns of microbial biomass at topsoil (0–10 cm) and subsoil (10–20 cm), and among different microbial taxa were also different and were determined by the residual microbiomes. Heat released during a fire (the combination of heat duration and temperature reached during treatment) was significantly related to the decrease and recovery of microbial biomass, whereas there was no relationship between soil physicochemical properties and microbial biomass recovery.

Conclusions

Soil microbial biomass recovered quickly post-fire, which can be mainly due to the rapid attenuation of heat along the soil profile. Heat released during fire was the key factor determining the residual biomass, and the residual microbiomes determined the recovery patterns of the various taxa that comprise the culturable microbial biomass.

Implications

Due to the complexity of natural fire, simulated fire experiment and systematic sampling based on space (soil profile) and time are crucial to investigate the dynamics of soil microbes post-fire.

背景火灾后土壤微生物的恢复对生态保护至关重要,但其背后的机制却不甚明了。目的 本研究考察了火灾后可培养土壤微生物的恢复模式。方法 通过野外实验对森林土壤进行地表火烧,在火烧后 1 天评估可培养微生物的生物量和土壤理化特征,之后每隔 10 天评估一次,持续 90 天。主要结果火灾后微生物生物量显著减少,不同微生物类群和土壤层受到的影响各不相同。表土(0-10 厘米)和底土(10-20 厘米)微生物生物量的恢复模式以及不同微生物类群之间的恢复模式也各不相同,这是由残留微生物群决定的。火烧过程中释放的热量(火烧持续时间和处理过程中达到的温度的组合)与微生物生物量的减少和恢复有显著关系,而土壤理化性质与微生物生物量的恢复没有关系。结论火灾后土壤微生物生物量恢复很快,这主要是因为热量沿土壤剖面迅速衰减。火灾期间释放的热量是决定残余生物量的关键因素,而残余微生物群决定了组成可培养微生物生物量的各种类群的恢复模式。意义由于自然火灾的复杂性,模拟火灾实验和基于空间(土壤剖面)和时间的系统取样对于研究火灾后土壤微生物的动态变化至关重要。
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引用次数: 0
Observations of a rotating pyroconvective plume 对旋转热对流羽流的观测
IF 3.1 3区 农林科学 Q1 FORESTRY Pub Date : 2024-03-22 DOI: 10.1071/wf23045
Neil P. Lareau, Craig B. Clements, Adam Kochanski, Taylor Aydell, Andrew T. Hudak, T. Ryan McCarley, Roger Ottmar
Background

There is an ongoing need for improved understanding of wildfire plume dynamics.

Aims

To improve process-level understanding of wildfire plume dynamics including strong (>10 m s−1) fire-generated winds and pyrocumulus (pyroCu) development.

Methods

Ka-band Doppler radar and two Doppler lidars were used to quantify plume dynamics during a high-intensity prescribed fire and airborne laser scanning (ALS) to quantify the fuel consumption.

Key results

We document the development of a strongly rotating (>10 m s−1) pyroCu-topped plume reaching 10 km. Plume rotation develops during merging of discrete plume elements and is characterised by inflow and rotational winds an order of magnitude stronger than the ambient flow. Deep pyroCu is initiated after a sequence of plume-deepening events that push the plume top above its condensation level. The pyroCu exhibits a strong central updraft (~35 m s−1) flanked by mechanically and evaporative forced downdrafts. The downdrafts do not reach the surface and have no impact on fire behaviour. ALS data show plume development is linked to large fuel consumption (~20 kg m−2).

Conclusions

Interactions between discrete plume elements contributed to plume rotation and large fuel consumption led to strong updrafts triggering deep pyroCu.

Implications

These results identify conditions conducive to strong plume rotation and deep pyroCu initiation.

背景需要不断加深对野火羽流动力学的了解。目的提高对野火烟羽动态的过程级了解,包括火灾产生的强风(10 m s-1)和火积云(pyroCu)的发展。方法使用 Ka 波段多普勒雷达和两个多普勒激光雷达来量化高强度规定火灾期间的烟羽动态,并使用机载激光扫描 (ALS) 来量化燃料消耗。主要结果我们记录了一个强旋转(10 m s-1)的火铜顶烟羽的发展过程,其高度达到 10 km。羽流旋转是在离散羽流元素合并过程中形成的,其特征是流入风和旋转风比环境流强一个数量级。一连串的羽流加深事件将羽流顶部推高到其凝结水平之上,深层热核就是在这些事件之后开始的。深层热核呈现出强烈的中央上升气流(~35 m s-1),两侧是机械和蒸发强迫下沉气流。下沉气流没有到达地表,对火灾行为没有影响。ALS 数据显示,烟羽的发展与大量燃料消耗(约 20 kg m-2)有关。结论离散烟羽元素之间的相互作用促成了烟羽旋转,而大量燃料消耗则导致强劲的上升气流引发了深层热核。影响这些结果确定了有利于强羽流旋转和深层火成铜启动的条件。
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引用次数: 0
SoCal EcoServe: an online mapping tool to estimate wildfire impacts in southern California SoCal EcoServe:估算南加州野火影响的在线绘图工具
IF 3.1 3区 农林科学 Q1 FORESTRY Pub Date : 2024-03-20 DOI: 10.1071/wf23033
Emma C. Underwood, Charlie C. Schrader-Patton, Allan D. Hollander
Background

Wildfires in Mediterranean-type climate regions have numerous impacts on the ecosystem services provided by native shrublands, however, quantifying these impacts is challenging.

Aims

We developed a reproducible method to quantify fire impacts on ecosystem services and created a tool for resource managers in southern California.

Methods

The SoCal EcoServe tool consists of two components: a desktop tool and an online mapping tool. We used the Alisal Fire of 2021 as a case study and quantified: aboveground live carbon storage using pre- and post-fire biomass data; water runoff, groundwater recharge and sediment erosion retention by integrating data on burn severity into hydrological and sediment erosion models; and estimated recreation services and biodiversity using pre-fire data.

Key results

We estimated the Alisal Fire resulted in an immediate post-fire reduction in carbon storage of 25%, of which 20% was estimated to be permanently lost. Water runoff increased by 21%, groundwater recharge 7-fold, and sediment erosion increased 24-fold.

Conclusions

The EcoServe tool provides an initial approximation of wildfire impacts that can support damage assessments post-fire, track carbon storage and help identify priorities for post-fire restoration.

Implications

We intend the tool to be used by USDA Forest Service resource managers of shurblands in southern California. However, it can provide the framework for future work in shrublands throughout the western USA.

背景地中海型气候区的野火对本地灌木林所提供的生态系统服务产生了许多影响,然而量化这些影响却很困难。目的我们开发了一种可重复的方法来量化火灾对生态系统服务的影响,并为南加州的资源管理人员创建了一种工具。方法SoCal EcoServe 工具由两部分组成:桌面工具和在线绘图工具。我们以 2021 年的 Alisal 大火为案例,对以下方面进行了量化:利用火灾前和火灾后的生物量数据进行地上活碳储存;通过将燃烧严重程度数据整合到水文和沉积物侵蚀模型中,对径流、地下水补给和沉积物侵蚀保留进行量化;利用火灾前的数据对娱乐服务和生物多样性进行估算。主要结果我们估计,艾利萨尔大火导致火灾后碳储量立即减少了 25%,其中 20% 估计为永久损失。径流量增加了 21%,地下水补给增加了 7 倍,沉积物侵蚀增加了 24 倍。结论EcoServe 工具提供了野火影响的初步近似值,可支持火后损害评估、跟踪碳储存并帮助确定火后恢复的优先事项。意义我们打算将该工具用于美国农业部林业局在加利福尼亚州南部的沼泽地资源管理人员。不过,它也可为今后在美国西部灌木林地开展工作提供框架。
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引用次数: 0
Drivers of international fire management personnel deployed to the United States 部署到美国的国际消防管理人员的驱动因素
IF 3.1 3区 农林科学 Q1 FORESTRY Pub Date : 2024-03-15 DOI: 10.1071/wf23093
Sunniva Bloem, Alison C. Cullen, John T. Abatzoglou, Linda O. Mearns, Erin Belval
Background

The rising occurrence of simultaneous large wildfires has put strain on United States national fire management capacity leading to increasing reliance on assistance from partner nations abroad. However, limited analysis exists on international resource-sharing patterns and the factors influencing when resources are requested and deployed.

Aims

This study examines the drivers of international fire management ground and overhead personnel deployed to the United States.

Methods

Using descriptive statistics and case examples data from 2008 to 2020, this study investigates the conditions under which international personnel are deployed to the United States and their relationship to domestic resource strain. Factors such as fire weather, fire simultaneity, and the impact on people and structures are analysed as potential drivers of demand for international resources. Additionally, barriers to resource sharing, including overlapping fire seasons between countries are examined.

Key results

The findings indicate that international personnel sharing is more likely when the United States reaches higher preparedness levels, experiences larger area burned, and when fires pose a greater impact on people and structures. However, overlapping fire seasons can limit the ability to share resources with partner nations.

Conclusions and implications

Understanding the factors influencing resource sharing can help improve collaboration efforts and enhance preparedness for future wildfire seasons.

背景同时发生大型野火的情况越来越多,给美国国家火灾管理能力造成了压力,导致越来越依赖国外伙伴国家的援助。然而,有关国际资源共享模式以及影响资源请求和部署时间的因素的分析却十分有限。目的本研究探讨了国际消防管理地面和间接人员部署到美国的驱动因素。方法利用 2008 年至 2020 年的描述性统计和案例数据,本研究调查了向美国部署国际人员的条件及其与国内资源紧张的关系。研究分析了火灾天气、火灾同时发生以及对人员和建筑物的影响等因素,将其视为国际资源需求的潜在驱动因素。此外,还研究了资源共享的障碍,包括国家间火灾季节的重叠。主要结果研究结果表明,当美国达到更高的备灾水平、燃烧面积更大以及火灾对人员和建筑物造成更大影响时,更有可能进行国际人员共享。然而,火灾季节的重叠会限制与伙伴国共享资源的能力。结论和启示了解影响资源共享的因素有助于改进合作努力,并加强对未来野火季节的准备。
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引用次数: 0
An escape route planning model based on wildfire prediction information and travel rate of firefighters 基于野火预测信息和消防员出行率的逃生路线规划模型
IF 3.1 3区 农林科学 Q1 FORESTRY Pub Date : 2024-03-05 DOI: 10.1071/wf23166
Junhao Sheng, Xingdong Li, Xinyu Wang, Yangwei Wang, Sanping Li, Dandan Li, Shufa Sun, Lijun Zhao
Background

When firefighters evacuate from wildfires, escape routes are crucial safety measures, providing pre-defined pathways to a safety zone. Their key evaluation criterion is the time it takes for firefighters to travel along the planned escape routes.

Aims

While shorter travel times can help firefighters reach safety zones faster, this may expose them to the threat of wildfires. Therefore, the safety of the routes must be considered.

Methods

We introduced a new evaluation indicator called the safety index by predicting the growth trend of wildfires. We then proposed a comprehensive evaluation cost function as an escape route planning model, which includes two factors: (1) travel time; and (2) safety of the escape route. The relationship between the two factors is dynamically adjusted through real time factor. The safety window within real time factor provides ideal safety margins between firefighters and wildfires, ensuring the overall safety of escape routes.

Key results

Compared with other models, the escape routes planned by the final improved model not only effectively avoid wildfires, but also provide relatively short travel time and reliable safety.

Conclusions

This study ensures sufficient safety margins for firefighters escaping in wildfire environments.

Implications

The escape route model described in this study offers a broader perspective on the study of escape route planning.

背景当消防员从野火中撤离时,逃生路线是至关重要的安全措施,它提供了通往安全区的预定路径。其主要评估标准是消防员沿计划逃生路线行进所需的时间。目标虽然缩短行进时间可以帮助消防员更快地到达安全区,但这可能会使他们面临野火的威胁。因此,必须考虑路线的安全性。方法我们通过预测野火的增长趋势,引入了一种名为安全指数的新评价指标。然后,我们提出了一个综合评价成本函数作为逃生路线规划模型,其中包括两个因素:(1) 旅行时间;(2) 逃生路线的安全性。两个因素之间的关系通过实时因素进行动态调整。实时因子中的安全窗口为消防员和野火之间提供了理想的安全系数,确保了逃生路线的整体安全。主要结果与其他模型相比,最终改进模型规划的逃生路线不仅能有效避开野火,还能提供相对较短的行进时间和可靠的安全性。结论这项研究确保了消防员在野火环境中逃生时有足够的安全系数。意义本研究中描述的逃生路线模型为逃生路线规划研究提供了一个更广阔的视角。
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引用次数: 0
Spatial and temporal opportunities for forest resilience promoted by burn severity attenuation across a productivity gradient in north western Patagonia 巴塔哥尼亚西北部生产力梯度的烧伤严重程度衰减促进森林恢复能力的时空机遇
IF 3.1 3区 农林科学 Q1 FORESTRY Pub Date : 2024-02-01 DOI: 10.1071/wf23098
Florencia Tiribelli, Juan Paritsis, Iván Barberá, Thomas Kitzberger
Background

Fire regimes in many biomass-rich ecosystems worldwide are dominated by high-severity fires. Many of these systems lack fire-resistant traits or post-fire regeneration strategies. Understanding under which environmental and weather conditions they experience less severe fire is crucial for maintaining their persistence in the landscape.

Aims

Understand the spatial and temporal conditions that allow burn severity attenuation across Patagonia’s productivity gradient.

Methods

We modelled burn severity as a function of topography, weather, vegetation and productivity.

Key results

Low severity was a rare phenomenon, affecting only 8% of the areas burned. The probability of burning with high severity followed a hump-shaped relationship with productivity. Low severity occurred in fires that burned under cool and wet summer conditions in areas with sparser fuels or in wetter and more productive environments but with discontinuous and wet fuels.

Conclusions

Across the regional gradient, ecosystems of intermediate productivity generally lack conditions for low burn severity. Temporally, low burn severity occurs in smaller fires burning in productive ecosystems during cool and wet summers.

Implications

Future climate scenarios of increasing aridity and temperature in the region will disfavour conditions for low burn severity, thus promoting fire-mediated transitions from forests to alternative states dominated by more fire-adapted flammable species (e.g. shrublands).

背景世界上许多生物量丰富的生态系统的火灾机制都以严重火灾为主。其中许多系统缺乏抗火特性或火后再生策略。了解它们在何种环境和天气条件下会经历较轻微的火灾,对于维持它们在景观中的持久性至关重要。目的了解巴塔哥尼亚生产力梯度中使燃烧严重程度减弱的空间和时间条件。方法我们模拟了地形、天气、植被和生产力对燃烧严重程度的影响。主要结果低严重性是一种罕见现象,只影响到 8% 的燃烧区域。严重程度高的燃烧概率与生产力呈驼峰形关系。严重程度低的火灾发生在夏季凉爽潮湿、燃料较稀疏的地区,或发生在较潮湿、生产力较高但燃料不连续且潮湿的环境中。结论在整个区域梯度上,中等生产力的生态系统通常缺乏低燃烧严重程度的条件。从时间上看,在凉爽潮湿的夏季,在高产生态系统中燃烧的较小规模火灾的燃烧严重程度较低。影响该地区未来的气候情景将越来越干旱,温度越来越高,这将不利于创造低燃烧强度的条件,从而促进以火灾为媒介的森林过渡到以更适应火灾的易燃物种(如灌木林)为主的替代状态。
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引用次数: 0
Impacts of changing fire regimes on hollow-bearing trees in south-eastern Australia 不断变化的火灾机制对澳大利亚东南部空心树的影响
IF 3.1 3区 农林科学 Q1 FORESTRY Pub Date : 2024-02-01 DOI: 10.1071/wf23094
Philip Gibbons, Dejan Stojanovic, David B. Lindenmayer, Giselle Owens
Background

Many species use hollows or cavities that form in trees. The effect of an increasing fire frequency on hollow-bearing trees is unclear.

Aims

To predict the effects of increasing fire frequency on the abundance of hollow-bearing trees and identify how to make forests more resilient to these changes.

Methods

We simulated how increasing fire frequency will affect the abundance of hollow-bearing trees in forests of south-eastern Australia and conducted a sensitivity analysis to identify which variables affect these predictions.

Key results

Other things being equal, we found a negative relationship between the number of hollow-bearing trees and increasing fire frequency. However, we identified scenarios where the number of hollow-bearing trees remained stable, or increased, with frequent fires.

Conclusions

Hollow-bearing trees will decline where frequent fires co-occur with high rates at which trees collapse (or are removed) and/or where there are not a sufficient number of suitable mature trees in which new hollows can be excavated by fire.

Implications

The impact of increasing fire frequency on hollow-dependent fauna is likely to be greatest in forests where regeneration is inhibited, a large number of trees are removed before they form hollows, and/or where rates of collapse among trees is elevated.

背景许多物种都会利用树木形成的空洞。火灾频率的增加对空心树的影响尚不清楚。目的预测火灾频率增加对空心树数量的影响,并确定如何使森林更能适应这些变化。方法我们模拟了火灾频率的增加将如何影响澳大利亚东南部森林中空心树的数量,并进行了敏感性分析,以确定哪些变量会影响这些预测。主要结果在其他条件相同的情况下,我们发现空心树的数量与火灾频率的增加呈负相关。然而,我们发现在火灾频繁的情况下,空心树的数量保持稳定或有所增加。结论如果火灾频繁发生,同时树木倒塌(或被移除)的速度较快,以及/或没有足够数量的合适的成熟树木可以通过火灾挖掘出新的空洞,那么空心树的数量就会减少。影响在再生受到抑制、大量树木在形成空洞之前就被移除和/或树木倒塌率较高的森林中,火灾频率的增加对依赖空洞的动物的影响可能最大。
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引用次数: 0
Ingesting GOES-16 fire radiative power retrievals into Warn-on-Forecast System for Smoke (WoFS-Smoke) 将 GOES-16 火灾辐射功率检索结果纳入烟雾预报系统 (WoFS-Smoke)
IF 3.1 3区 农林科学 Q1 FORESTRY Pub Date : 2024-01-25 DOI: 10.1071/wf23133
Thomas Jones, Ravan Ahmadov, Eric James, Gabriel Pereira, Saulo Freitas, Georg Grell
Background

The record number of wildfires in the United States in recent years has led to an increased focus on developing tools to accurately forecast their impacts at high spatial and temporal resolutions.

Aims

The Warn-on-Forecast System for Smoke (WoFS-Smoke) was developed to improve these forecasts using wildfire properties retrieved from satellites to generate smoke plumes in the system.

Methods

The WoFS is a regional domain ensemble data assimilation and forecasting system built around the concept of creating short-term (0–6 h) forecasts of high impact weather. This work extends WoFS-Smoke by ingesting data from the GOES-16 satellite at 15-min intervals to sample the rapidly changing conditions associated with wildfires.

Key results

Comparison of experiments with and without GOES-16 data show that ingesting high temporal frequency data allows for wildfires to be initiated in the model earlier, leading to improved smoke forecasts during their early phases. Decreasing smoke plume intensity associated with weakening fires was also better forecast.

Conclusions

The results were consistent for a large fire near Boulder, Colorado and a multi-fire event in Texas, Oklahoma, and Arkansas, indicating a broad applicability of this system.

Implications

The development of WoFS-Smoke using geostationary satellite data allows for a significant advancement in smoke forecasting and its downstream impacts such as reductions in air quality, visibility, and potentially properties of severe convection.

背景美国近年来野火的数量创下了历史新高,这促使人们更加关注开发工具,以便在高空间和时间分辨率下准确预测野火的影响。开发烟雾预报系统(WoFS-Smoke)的目的是利用从卫星获取的野火特性在系统中生成烟羽,从而改进这些预报。方法烟雾预报系统是一个区域域集合数据同化和预报系统,其概念是创建短期(0-6 小时)高影响天气预报。这项工作对 WoFS-Smoke 进行了扩展,以 15 分钟的间隔从 GOES-16 卫星获取数据,对野火相关的快速变化条件进行采样。主要结果有 GOES-16 数据和没有 GOES-16 数据的实验比较表明,摄入高时间频率数据可使野火更早进入模型,从而改善野火早期阶段的烟雾预报。与火势减弱相关的烟羽强度下降也得到了更好的预测。结论科罗拉多州博尔德附近的大火和德克萨斯州、俄克拉荷马州和阿肯色州的多起火灾结果一致,表明该系统具有广泛的适用性。意义利用地球静止卫星数据开发 WoFS-Smoke 系统可大大推进烟雾预报及其下游影响(如空气质量下降、能见度降低以及严重对流的潜在特性)。
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引用次数: 0
BARA: cellular automata simulation of multidimensional smouldering in peat with horizontally varying moisture contents BARA:水平含水量变化泥炭中多维烟熏的细胞自动机模拟
IF 3.1 3区 农林科学 Q1 FORESTRY Pub Date : 2024-01-23 DOI: 10.1071/wf23042
Dwi M. J. Purnomo, Eirik G. Christensen, Nieves Fernandez-Anez, Guillermo Rein
Background

Smouldering peatland wildfires can last for months and create a positive feedback for climate change. These flameless, slow-burning fires spread horizontally and vertically and are strongly influenced by peat moisture content. Most models neglect the non-uniform nature of peat moisture.

Aims

We conducted a computational study into the spread behaviour of smouldering peat with horizontally varying moisture contents.

Methods

We developed a discrete cellular automaton model called BARA, and calibrated it against laboratory experiments.

Key results

BARA demonstrated high accuracy in predicting fire spread under non-uniform moisture conditions, with >80% similarity between observed and predicted shapes, and captured complex phenomena. BARA simulated 1 h of peat smouldering in 3 min, showing its potential for field-scale modelling.

Conclusion

Our findings demonstrate: (i) the critical role of moisture distribution in determining smouldering behaviour; (ii) incorporating peat moisture distribution into BARA’s simple rules achieved reliable predictions of smouldering spread; (iii) given its high accuracy and low computational requirement, BARA can be upscaled to field applications.

Implications

BARA contributes to our understanding of peatland wildfires and their underlying drivers. BARA could form part of an early fire warning system for peatland.

背景泥炭地野火可持续数月,并对气候变化产生正反馈。这些无火焰、燃烧缓慢的大火会横向和纵向蔓延,并受到泥炭含水量的强烈影响。大多数模型都忽略了泥炭水分的非均匀性。目的我们对水分含量水平变化的泥炭烟火的蔓延行为进行了计算研究。方法我们开发了一种名为 BARA 的离散蜂窝自动机模型,并根据实验室实验对其进行了校准。主要结果BARA在预测非均匀湿度条件下的火势蔓延方面表现出很高的准确性,观察到的形状与预测到的形状有80%的相似性,并且捕捉到了复杂的现象。BARA 在 3 分钟内模拟了泥炭燃烧 1 小时的情况,显示了其在现场规模建模方面的潜力。结论我们的研究结果表明:(i) 湿度分布在决定烟熏行为中起着关键作用;(ii) 将泥炭湿度分布纳入 BARA 的简单规则可实现对烟熏扩散的可靠预测;(iii) 鉴于 BARA 的高精确度和低计算要求,可将其推广到野外应用中。意义BARA 有助于我们了解泥炭地野火及其内在驱动因素。BARA 可以成为泥炭地早期火灾预警系统的一部分。
{"title":"BARA: cellular automata simulation of multidimensional smouldering in peat with horizontally varying moisture contents","authors":"Dwi M. J. Purnomo, Eirik G. Christensen, Nieves Fernandez-Anez, Guillermo Rein","doi":"10.1071/wf23042","DOIUrl":"https://doi.org/10.1071/wf23042","url":null,"abstract":"<strong> Background</strong><p>Smouldering peatland wildfires can last for months and create a positive feedback for climate change. These flameless, slow-burning fires spread horizontally and vertically and are strongly influenced by peat moisture content. Most models neglect the non-uniform nature of peat moisture.</p><strong> Aims</strong><p>We conducted a computational study into the spread behaviour of smouldering peat with horizontally varying moisture contents.</p><strong> Methods</strong><p>We developed a discrete cellular automaton model called BARA, and calibrated it against laboratory experiments.</p><strong> Key results</strong><p>BARA demonstrated high accuracy in predicting fire spread under non-uniform moisture conditions, with &gt;80% similarity between observed and predicted shapes, and captured complex phenomena. BARA simulated 1 h of peat smouldering in 3 min, showing its potential for field-scale modelling.</p><strong> Conclusion</strong><p>Our findings demonstrate: (i) the critical role of moisture distribution in determining smouldering behaviour; (ii) incorporating peat moisture distribution into BARA’s simple rules achieved reliable predictions of smouldering spread; (iii) given its high accuracy and low computational requirement, BARA can be upscaled to field applications.</p><strong> Implications</strong><p>BARA contributes to our understanding of peatland wildfires and their underlying drivers. BARA could form part of an early fire warning system for peatland.</p>","PeriodicalId":14464,"journal":{"name":"International Journal of Wildland Fire","volume":"218 1","pages":""},"PeriodicalIF":3.1,"publicationDate":"2024-01-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139584292","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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International Journal of Wildland Fire
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