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Climate change-associated temporal increase of tree mortality and its consequences in central and western Canadian boreal forests.

机译:与气候变化有关的树木死亡率及其在加拿大中部和西部寒带林中的后果随时间的增加。

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摘要

Tree mortality influences forest structure, composition and ecosystem functions. To assess how recent climate changes affected tree mortality, observational studies conducted in old-growth forests have shown that tree mortality has increased with recent global warming, increasing atmospheric CO2, and decreasing water availability in tropical, temperate, and boreal forests. These studies could lead to biased estimation of climate effects on boreal forests. Boreal forests are a mosaic of stands at various developmental stages, with old forests accounting for only a small portion of the landscape. Additionally, uncertainty exists whether the observed temporal increases in tree mortality are attributable to climate changes or stand developmental processes. The overall objective of this thesis was to investigate how recent climate changes affected North American boreal forests, encompassing the variety of tree sizes, stand developmental stages and stand compositions which typify the boreal region. The aboveground biomass carbon pool had been examined and related to tree mortality.;In the first tree mortality study, I examined how endogenous factors, such as competition, species interaction and aging, affect tree mortality. I simultaneously tested, using Boosted Regression Trees (BRT) models, the effects of an individual's relative size, stand crowding, species interaction and ageing on mortality of Pinus banksiana Lamb., Populus tremuloides Michx., Betula papyrifera Marsh. and Picea mariana Mill. Data from 109 permanent sampling plots (PSPs) located in Ontario had been used for these analyses. I found that mortality increased significantly with decreasing relative size for all study species, and the size-dependent mortality was stronger for shade-intolerant than for shade-tolerant species. With increasing stand basal area, mortality increased for Pinus banksiana, Populus tremuloides and Picea mariana, but decreased for Betula papyrifera. Mortality was higher in stands with more conspecific neighbours for Populus tremuloides, Betula papyrifera and Picea mariana, but was lower for Pinus banksiana. Mortality also increased with stand age for all species. Furthermore, the size-dependent mortality was stronger in more crowded stands. These results suggest that tree mortality in boreal forest is driven by endogenous factors such as competition, aging, and species interaction.;The objective of the second tree mortality study was to disentangle the effects of climate change and endogenous processes on tree mortality. I conducted individual mortality probability analyses for five major boreal tree species Populus tremuloides, Populus balsamifera L., Pinus banksiana, Picea mariana, and Picea glauca (Moench) Voss, using Hierarchical Bayesian logistic regression model (HBLogit). The analyses were based on data from 887 PSPs that covered a wide range of stand developmental stages in the western boreal region, i.e., Alberta and Saskatchewan. I found that both climate change and forest development processes influenced temporal mortality increases. When endogenous factors were considered for all study species, the overall tree mortality increased during study period (1958-2007). Climate change-associated increases in tree mortality were significantly higher in young than old forests. I also found that, over the study period, annual temperature anomaly increased, and climate moisture index anomaly decreased, showing a global-change-type drought. Further analyses revealed that higher increases of tree mortality in younger forests were a result of their higher sensitivity to regional warming and drought.;Additionally, I examined climate change-induced tree mortality using data from 148 PSPs in Manitoba. I partitioned climate change effects from endogenous effects on tree mortality by developing individual tree mortality models using HBLogit. The analyses were conducted for five major boreal tree species Populus tremuloides, Populus balsamifera, Pinus banksiana, Picea mariana, and Picea glauca,. I found that tree mortality increased over the last three decades. Although there was significant warming in the Manitoba study area (i.e., annual temperature anomaly increased by 0.038 °C year-1 over the study period), there was also an increase in annual climate moisture index anomaly, suggesting that the study area did not experience global-change-type drought. Collectively, the mechanism that led to temporal increases of tree mortality in this area could be different from other areas of western North America where global-change-type drought may be the mechanism for observed increases in tree mortality. The neighborhood analyses provide the evidence that the temporal increases of temperature and water availability likely have increased tree-tree competition on tree mortality and led to a temporal increase of tree mortality.;Finally, I investigated temporal changes of biomass carbon pool and related it to recent increases of tree mortality in western boreal forest region. Using data from 871 permanent plots in Alberta and Saskatchewan, I found that aboveground biomass change (DeltaAGB) averaged at 1.11 (95% credible interval (CI), 1.02~1.21) Mg ha-1 yr-1 over study period (1958-2009), suggesting that the forests have been a strong carbon sink. After accounting for forest age-dependent decreases, I found that DeltaAGB has declined at -0.031 (CI, -0.037~-0.024) Mg ha-1 yr-1 yr-1 due to increased tree mortality and reduced growth of surviving trees with no increase in recruitment. The highest decline rate was found for late-successional coniferous forests that dominated by shallow-rooted Picea spp. at a rate of -0.074 (CI, -0.093~-0.053) Mg ha-1 yr-1 yr-1. Further analyses indicated that regional warming and drought were likely contributors to shrinkage of forest aboveground biomass carbon sink in this region.
机译:树木死亡率影响森林结构,组成和生态系统功能。为了评估最近的气候变化如何影响树木的死亡率,在旧林中进行的观察研究表明,树木的死亡率随着近期全球变暖,大气中二氧化碳的增加以及热带,温带和北方森林的水供应减少而增加。这些研究可能导致对北方森林的气候影响的估计偏差。北方森林是各个发展阶段的林分的镶嵌体,其中老森林仅占景观的一小部分。另外,不确定的是观察到的树木死亡率随时间的增加是由于气候变化还是林分发育过程。本论文的总体目标是调查近期气候变化如何影响北美北方森林,包括树木的各种变化,林分发育阶段和代表北方地区的林分组成。已经检查了地上生物量碳库并与树木死亡率相关。在第一次树木死亡率研究中,我研究了竞争,物种相互作用和衰老等内在因素如何影响树木死亡率。我同时使用增强回归树(BRT)模型测试了个体的相对大小,林分拥挤,物种相互作用和衰老对松树松,海豹杨,桦桦的死亡率的影响。和Picea mariana Mill。这些分析使用了位于安大略省的109个永久性抽样地块(PSP)的数据。我发现,所有研究物种的死亡率都随着相对大小的减小而显着增加,耐荫性的尺寸依赖性死亡率要强于耐荫性的物种。随着林分基础面积的增加,Pinus bankiana,Populus tremuloides和Picea mariana的死亡率增加,而Betula papyrifera的死亡率降低。在同种亚种中,Populus tremuloides,Betula papyrifera和Picea mariana的死亡率较高,而Pinus bankiana的死亡率较低。所有物种的死亡率都随着树龄的增加而增加。此外,在更拥挤的林分中,与大小有关的死亡率更高。这些结果表明,北方森林的树木死亡率受到竞争,衰老和物种相互作用等内在因素的驱动。第二个树木死亡率研究的目的是弄清气候变化和内生过程对树木死亡率的影响。我使用分级贝叶斯逻辑回归模型(HBLogit)对五种主要的北方树种Populus tremuloides,Populus balsamifera L.,Pinus bankiana,Picea mariana和Picea glauca(Moench)Voss进行了单独的死亡率概率分析。这些分析是基于887个PSP的数据得出的,这些PSP涵盖了西部北方地区(即艾伯塔省和萨斯喀彻温省)的不同林分发育阶段。我发现气候变化和森林发展过程都影响了时间死亡率的增加。当考虑所有研究物种的内源性因素时,总体树死亡率在研究期间(1958-2007年)增加。与气候变化相关的树木死亡率的增加在年轻森林中明显高于在老森林中。我还发现,在研究期间,年温度异常增加,气候湿度指数异常下降,显示出全球变化型干旱。进一步的分析表明,较年轻的森林树木死亡率增加的原因是它们对区域变暖和干旱的敏感性更高。此外,我使用来自曼尼托巴省148个PSP的数据研究了气候变化引起的树木死亡率。通过使用HBLogit开发单个树木死亡率模型,我将气候变化影响与树木死亡率的内生影响分开。分析了五种主要的北方树种,即杨,胡杨,凤尾松,滨海云杉和青海云杉。我发现树木的死亡率在过去的三十年中有所增加。尽管曼尼托巴省研究区域出现了明显的变暖现象(即在研究期间年温度异常增加了0.038°C year-1),但年度气候湿度指数异常也有所增加,这表明该研究区域没有经历过全球变化型干旱。总体而言,导致该地区树木死亡率随时间增加的机制可能与北美西部其他地区不同,在北美其他地区,全球变化型干旱可能是观察到的树木死亡率增加的机制。邻域分析提供了证据,表明温度和水的瞬时增加可能会增加树木对树木死亡率的竞争,并导致树木死亡率随时间增加。,我调查了西部北方森林地区生物量碳库的时间变化,并将其与树木死亡率的近期上升相关。利用来自阿尔伯塔省和萨斯喀彻温省871个永久性样地的数据,我发现在研究期间(1958-2009年),地上生物量变化(DeltaAGB)平均为1.11(95%可信区间(CI),1.02〜1.21)Mg ha-1 yr-1。 ),表明森林是一个强大的碳汇。考虑到与森林年龄有关的下降后,我发现DeltaAGB下降了-0.031(CI,-0.037〜-0.024)Mg ha-1 yr-1 yr-1,这是由于树木死亡率增加和存活的树木生长减少而没有。增加招聘。对于以浅根云杉属植物为主的后期成功的针叶林,发现下降率最高。以-0.074(CI,-0.093〜-0.053)Mg ha-1 yr-1 yr-1的速率存在。进一步的分析表明,区域变暖和干旱可能是该地区森林地上生物量碳汇减少的原因。

著录项

  • 作者

    Luo, Yong.;

  • 作者单位

    Lakehead University (Canada).;

  • 授予单位 Lakehead University (Canada).;
  • 学科 Agriculture Forestry and Wildlife.;Climate Change.
  • 学位 Ph.D.
  • 年度 2014
  • 页码 149 p.
  • 总页数 149
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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