全球植被动态模型LPJ-GUESS中闪电致树木死亡的模拟

IF 10.8 1区 环境科学与生态学 Q1 BIODIVERSITY CONSERVATION
Andreas Krause, Konstantin Gregor, Benjamin F. Meyer, Anja Rammig
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引用次数: 0

摘要

雷电是森林生态系统中一种重要而又常被忽视的干扰因子。最近在巴拿马进行的研究表明,闪电是热带森林中大片树木死亡的主要原因。然而,闪电引起的树木死亡并没有包括在最新的生态系统模型中。本文在全球植被动态模型LPJ-GUESS中引入一般闪电死亡率模块,在局地和全球尺度上探讨闪电对森林的影响。基于巴拿马森林的研究结果,闪电死亡率随机依赖于当地云对地闪电密度和模拟森林结构。对于这个站点,LPJ-GUESS充分模拟了每次雷击杀死不同大小类别的树木的平均数量,模拟总数为2.9,而观测总数为3.2。该模型还捕获了闪电对大树总体死亡率的估计贡献(模拟21%对观测24%)。将新模式应用于其他热带和温带森林,LPJ-GUESS再现了一些森林的估计影响,但对其他森林的模拟影响要小得多。由云对地闪电密度的两种替代产品驱动的全球模拟表明,闪电每年杀死3.01 - 3.4亿棵树,从而造成0.21-0.30 GtC /年的死亡生物量(占总死亡生物量的2.1%-2.9%)。模拟还显示,在没有闪电的世界里,全球生物量将高出1.3%-1.7%。从空间上看,非洲热带森林的模拟闪电死亡率最高。虽然我们的模拟表明闪电在全球范围内的森林生态系统中发挥着重要作用,但为了更准确的模型校准和评估,需要更多关于不同森林类型的闪电引起的树木死亡率的数据。考虑到未来闪电活动的预期增加,需要将闪电死亡率纳入生态系统模型,以获得更可靠的陆地植被动态和碳循环预测。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Simulating Lightning-Induced Tree Mortality in the Dynamic Global Vegetation Model LPJ-GUESS

Simulating Lightning-Induced Tree Mortality in the Dynamic Global Vegetation Model LPJ-GUESS

Simulating Lightning-Induced Tree Mortality in the Dynamic Global Vegetation Model LPJ-GUESS

Lightning is an important yet often overlooked disturbance agent in forest ecosystems. Recent research conducted in Panama suggests that lightning is a major cause of large tree mortality in tropical forests. However, lightning-induced tree mortality is not included in state-of-the-art ecosystem models. Here, we implement a general lightning mortality module in the dynamic global vegetation model LPJ-GUESS to explore the impacts of lightning on forests at local and global scales. Lightning mortality was implemented stochastically in dependency of local cloud-to-ground lightning density and simulated forest structure based on findings from the Panamanian forest. For this site, LPJ-GUESS adequately simulates the average number of trees of different size classes killed per lightning strike, with a total of 2.9 simulated versus 3.2 observed. The model also captures the estimated contribution of lightning to the overall mortality of large trees (21% simulated vs. 24% observed). Applying the new model version to other tropical and temperate forests for which observation-based estimates on lightning mortality exist, LPJ-GUESS reproduces estimated impacts in some forests but simulates substantially lower impacts for others. Global simulations driven by two alternative products of cloud-to-ground lightning densities suggest that lightning kills 301–340 million trees annually, thereby causing 0.21–0.30 GtC yr.−1 of dead biomass (2.1%–2.9% of total killed biomass). The simulations also reveal that the global biomass would be 1.3%–1.7% higher in a world without lightning. Spatially, simulated lightning mortality is largest in the tropical forests of Africa. Although our simulations suggest an important role of lightning in forest ecosystems on a global scale, more data on lightning-induced tree mortality across different forest types would be desirable for more accurate model calibration and evaluation. Given the anticipated increase in future lightning activity, incorporating lightning mortality into ecosystem models is needed to obtain more reliable projections of terrestrial vegetation dynamics and carbon cycling.

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来源期刊
Global Change Biology
Global Change Biology 环境科学-环境科学
CiteScore
21.50
自引率
5.20%
发文量
497
审稿时长
3.3 months
期刊介绍: Global Change Biology is an environmental change journal committed to shaping the future and addressing the world's most pressing challenges, including sustainability, climate change, environmental protection, food and water safety, and global health. Dedicated to fostering a profound understanding of the impacts of global change on biological systems and offering innovative solutions, the journal publishes a diverse range of content, including primary research articles, technical advances, research reviews, reports, opinions, perspectives, commentaries, and letters. Starting with the 2024 volume, Global Change Biology will transition to an online-only format, enhancing accessibility and contributing to the evolution of scholarly communication.
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