Dynamic ecosystem assembly and escaping the “fire trap” in the tropics: insights from FATES_15.0.0

IF 4 3区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY
J. Shuman, R. Fisher, Charles D. Koven, Ryan Knox, Lara Kueppers, Chonggang Xu
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Abstract

Abstract. Fire is a fundamental part of the Earth system, with impacts on vegetation structure, biomass, and community composition, the latter mediated in part via key fire-tolerance traits, such as bark thickness. Due to anthropogenic climate change and land use pressure, fire regimes are changing across the world, and fire risk has already increased across much of the tropics. Projecting the impacts of these changes at global scales requires that we capture the selective force of fire on vegetation distribution through vegetation functional traits and size structure. We have adapted the fire behavior and effects module, SPITFIRE (SPread and InTensity of FIRE), for use with the Functionally Assembled Terrestrial Ecosystem Simulator (FATES), a size-structured vegetation demographic model. We test how climate, fire regime, and fire-tolerance plant traits interact to determine the biogeography of tropical forests and grasslands. We assign different fire-tolerance strategies based on crown, leaf, and bark characteristics, which are key observed fire-tolerance traits across woody plants. For these simulations, three types of vegetation compete for resources: a fire-vulnerable tree with thin bark, a vulnerable deep crown, and fire-intolerant foliage; a fire-tolerant tree with thick bark, a thin crown, and fire-tolerant foliage; and a fire-promoting C4 grass. We explore the model sensitivity to a critical parameter governing fuel moisture and show that drier fuels promote increased burning, an expansion of area for grass and fire-tolerant trees, and a reduction of area for fire-vulnerable trees. This conversion to lower biomass or grass areas with increased fuel drying results in increased fire-burned area and its effects, which could feed back to local climate variables. Simulated size-based fire mortality for trees less than 20 cm in diameter and those with fire-vulnerable traits is higher than that for larger and/or fire-tolerant trees, in agreement with observations. Fire-disturbed forests demonstrate reasonable productivity and capture observed patterns of aboveground biomass in areas dominated by natural vegetation for the recent historical period but have a large bias in less disturbed areas. Though the model predicts a greater extent of burned fraction than observed in areas with grass dominance, the resulting biogeography of fire-tolerant, thick-bark trees and fire-vulnerable, thin-bark trees corresponds to observations across the tropics. In areas with more than 2500 mm of precipitation, simulated fire frequency and burned area are low, with fire intensities below 150 kW m−1, consistent with observed understory fire behavior across the Amazon. Areas drier than this demonstrate fire intensities consistent with those measured in savannas and grasslands, with high values up to 4000 kW m−1. The results support a positive grass–fire feedback across the region and suggest that forests which have existed without frequent burning may be vulnerable at higher fire intensities, which is of greater concern under intensifying climate and land use pressures. The ability of FATES to capture the connection between fire disturbance and plant fire-tolerance strategies in determining biogeography provides a useful tool for assessing the vulnerability and resilience of these critical carbon storage areas under changing conditions across the tropics.
热带地区生态系统的动态组合与逃离 "火灾陷阱":从 FATES_15.0.0 获得的启示
摘要火灾是地球系统的一个基本组成部分,对植被结构、生物量和群落组成都有影响,后者部分是通过树皮厚度等关键耐火特征来实现的。由于人为气候变化和土地使用压力,世界各地的火灾机制正在发生变化,热带大部分地区的火灾风险已经增加。要预测这些变化在全球范围内的影响,我们就必须通过植被功能特征和大小结构来捕捉火灾对植被分布的选择性影响。我们对火灾行为和影响模块 SPITFIRE(火灾蔓延和强度)进行了调整,以便与植被大小结构模型功能组装陆地生态系统模拟器(FATES)一起使用。我们测试了气候、火灾机制和耐火植物特性如何相互作用,以决定热带森林和草原的生物地理学。我们根据树冠、树叶和树皮的特征来确定不同的耐火策略,这些特征是在木本植物中观察到的主要耐火特征。在这些模拟中,有三种植被在争夺资源:树皮薄、树冠深、叶片不耐火的易燃树;树皮厚、树冠薄、叶片耐火的耐火树;以及促进火灾的 C4 草。我们探讨了模型对控制燃料湿度的关键参数的敏感性,结果表明,更干燥的燃料会增加燃烧,扩大草和耐火树木的面积,减少易燃树木的面积。随着燃料更加干燥,生物量或草地面积减少,导致火灾燃烧面积及其影响增加,这可能会反馈到当地的气候变量。直径小于 20 厘米的树木和具有易燃特性的树木的模拟火灾死亡率高于较大和/或耐火的树木,这与观测结果一致。受火灾干扰的森林显示出合理的生产力,并捕捉到了近代历史时期以天然植被为主的地区地面生物量的观测模式,但在干扰较少的地区存在较大偏差。虽然模型预测的烧毁部分范围大于草地为主地区的观测结果,但由此产生的耐火厚皮树和易燃薄皮树的生物地理分布与整个热带地区的观测结果一致。在降水量超过 2500 毫米的地区,模拟火灾频率和燃烧面积较低,火灾强度低于 150 kW m-1,与亚马逊地区观测到的林下火灾行为一致。比这更干燥的地区的火灾强度与热带稀树草原和草原的测量值一致,最高可达 4000 kW m-1。这些结果支持了整个地区的草-火正反馈,并表明在没有频繁燃烧的情况下,森林可能会在较高的火灾强度下变得脆弱,这在气候和土地使用压力加剧的情况下更值得关注。FATES 能够捕捉火灾干扰与植物耐火策略之间的联系,从而确定生物地理学,这为评估这些关键碳储存区在整个热带地区不断变化的条件下的脆弱性和恢复力提供了有用的工具。
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来源期刊
Geoscientific Model Development
Geoscientific Model Development GEOSCIENCES, MULTIDISCIPLINARY-
CiteScore
8.60
自引率
9.80%
发文量
352
审稿时长
6-12 weeks
期刊介绍: Geoscientific Model Development (GMD) is an international scientific journal dedicated to the publication and public discussion of the description, development, and evaluation of numerical models of the Earth system and its components. The following manuscript types can be considered for peer-reviewed publication: * geoscientific model descriptions, from statistical models to box models to GCMs; * development and technical papers, describing developments such as new parameterizations or technical aspects of running models such as the reproducibility of results; * new methods for assessment of models, including work on developing new metrics for assessing model performance and novel ways of comparing model results with observational data; * papers describing new standard experiments for assessing model performance or novel ways of comparing model results with observational data; * model experiment descriptions, including experimental details and project protocols; * full evaluations of previously published models.
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