subalpine

Subalpine
  • 文章类型: Journal Article
    预计热带高山树线过渡带中的物种对气候变化特别敏感,因为该区域代表了树种的海拔极限。夏威夷火山有明显的树线过渡带,由信风反转驱动。当地的气候在变化,但对这如何影响树线植被知之甚少。为了预测未来气候变化对树木的影响,我们必须定义树线过渡带特征的变化范围。先前的研究强调了向风的Haleakalā上亚高山草原和潮湿森林之间的突然过渡,但是这个地点并不代表火山之间树线过渡带的多样性,熔岩基质,和当地的气候条件。为了捕捉这种多样性,我们使用了来自Haleakalā和MaunaLoa的225个跨越树线(1500-2500m)的地块的数据来表征生态系植物群落。树线指示物种因湿度和温度而异,常见的本地物种对潮湿的森林很重要,亚高山林地,和亚高山灌木丛。群落指示物种的频率或丰度可能比树木生命形式本身的存在或不存在更好地预测当地气候变化。这项研究进一步支持了以下假设:可用水分的变化,而不是温度,将决定夏威夷树线生态交错带社区的未来轨迹。
    Species within tropical alpine treeline ecotones are predicted to be especially sensitive to climate variability because this zone represents tree species\' altitudinal limits. Hawaiian volcanoes have distinct treeline ecotones driven by trade wind inversions. The local climate is changing, but little is known about how this influences treeline vegetation. To predict future impacts of climate variability on treelines, we must define the range of variation in treeline ecotone characteristics. Previous studies highlighted an abrupt transition between subalpine grasslands and wet forest on windward Haleakalā, but this site does not represent the diversity of treeline ecotones among volcanoes, lava substrates, and local climatic conditions. To capture this diversity, we used data from 225 plots spanning treelines (1500-2500 m) on Haleakalā and Mauna Loa to characterize ecotonal plant communities. Treeline indicator species differ by moisture and temperature, with common native species important for wet forest, subalpine woodland, and subalpine shrubland. The frequency or abundance of community indicator species may be better predictors of shifting local climates than the presence or absence of tree life forms per se. This study further supports the hypothesis that changes in available moisture, rather than temperature, will dictate the future trajectory of Hawaiian treeline ecotone communities.
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  • 文章类型: Journal Article
    这项研究的主要目的是研究不同的立场类型如何影响游客进行不同娱乐活动的趋势(即,徒步旅行,徒步旅行,露营和狩猎)从1993年到2018年在巴丁的Uluyayla自然娱乐场所的周边地区,土耳其北部共有627名访客是自愿挑选的,并以问卷的形式进行了询问。大多数参与者的年龄在21-40岁之间,他们大多是男性(62.4%)。大多数参与者(82.7%)居住在城市,其中62.8%是参观该网站的游客。在确定游客对不同娱乐活动的展台类型的偏好时,每个展台的几张图片都与他们分享,并询问他们对于给定的娱乐活动更喜欢哪种站立类型(即,徒步旅行,跟踪,露营和狩猎)。Likert量表中的1至5个选项用于评估给定的响应。通过趋势分析检查了正面和负面影响的程度。研究发现,展台类型对游客对娱乐活动的偏好有影响。总的来说,出于娱乐目的,游客更喜欢无管理和中等处理的看台,与以前管理的看台相比。另一方面,访客对活动的偏好在两个时期是不同的(即,1993-2005年和2006-2018年)。对于每个娱乐活动,从1993年到2018年有增加的趋势。自1996年以来,狩猎活动不断增加,1999年后徒步旅行和露营活动不断增加。1993-1996年和1996-1999年之间的增长可能是由于对自然保护的培训和提高意识的活动使社会的认识不断提高。对娱乐活动的需求在无管理和中等处理的看台不断增加,虽然在以前管理的林分中没有检查到重大变化。研究指出,森林规划和管理应考虑游客对休闲基础设施的不同需求。
    The main objective of this study was to examine how different stand types influenced the tendency of visitors for varying recreational activities (i.e., hiking, trekking, camping and hunting) from 1993 to 2018 in the surrounding areas of Uluyayla Natural Recreation Site in Bartin, northern Turkey. A total of 627 visitors were selected on a voluntary basis, and questioned in the form of questionnaire. Most of the participants were in the age of 21-40 years old, and they were mostly (62.4%) male. Most of the participants (82.7%) lived in cities, while 62.8% of them were tourists when visiting the site. In determining the preferences of the visitors regarding the stand types for different recreational activities, several images of each stand were shared with them, and they were asked which stand type they would prefer for a given recreation activity (i.e., hiking, tracking, camping and hunting). A range of options from 1 to 5 in Likert\'s scale was used in evaluating the given responses. The degree of positive and negative effects was examined via trend analysis. It was found that stand type had influence on the preferences of visitors regarding the recreational activities. In general, unmanaged and moderately treated stands were more preferred by visitors for the recreational purposes, compared to the previously managed stands. On the other hand, visitors\' preference for the activities were different during two periods (i.e., 1993-2005 and 2006-2018). For each recreational activity, there was an increasing trend from 1993 to 2018. There had been a continuous increase for hunting since 1996, and for trekking and camping after 1999. The increases between 1993-1996 and 1996-1999 were likely due to the increasing awareness of the society as a result of the training and consciousness raising activities for nature conservation. The demand on the recreational activities continuously increased in unmanaged and moderately treated stands, while no significant changes were examined in the previously managed stands. The study points out that forest planning and management should consider different needs of visitors for recreational infrastructure.
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  • 文章类型: Journal Article
    林木利用各种水源来适应山区的环境条件。然而,沿海拔梯度的水资源差异尚不清楚。这限制了对生态系统对气候变化响应的评估。在这项研究中,使用稳定的氧和氢同位素研究了Faber冷杉在潮湿的高海拔海拔梯度(范围在2800m.a.s.l之间。和3700m.a.s.l.)在青藏高原东南部。结果表明,木质部水的27±8.3%来自5月至6月的冬季融雪。相比之下,几乎所有木质部的水都来自7月至10月的夏季降水。Faber\'s冷杉在较低的海拔(2800m.a.s.l.)主要依靠5月和6月冬季降水产生的水。然而,位于树线附近的树木(3700m.a.s.l.)主要取决于整个生长季节的当前降水量。然而,当统计分析来自本研究中所有七个不同海拔梯度的数据时,冬季降水对木质部水分的贡献与海拔无关。5月至10月,降水占木质部水的很大比例(59.86%±33.43%)。同时,在这个高海拔梯度中,没有发现降水对树木的线性贡献率。土壤水分的补充和土壤水分的储量决定了水源的时空格局。气候变化有可能减少青藏高原高海拔地区的冬季降水。因此,在持续的气候变化下,不同海拔梯度的树木水分利用将在影响森林组成演变方面发挥不同的作用。
    Forest trees use various water sources to adapt to environmental conditions in mountainous regions. However, water resources variances along elevational gradients are not clearly understood. This limits the assessment of the ecosystem responses to climate change. In this study, stable oxygen and hydrogen isotopes were used to investigate the spatiotemporal patterns of water sources for Faber\'s fir in a humid high-altitude elevational gradient (ranging between 2800 m.a.s.l. and 3700 m.a.s.l.) on the southeastern Tibetan Plateau. The results indicated that 27 ± 8.3 % of the xylem water was from previous winter snowmelt between May and June. In contrast, almost all xylem water was from current summer precipitation between July and October. Faber\'s fir at the lower elevation (2800 m.a.s.l.) primarily relied on water derived from winter precipitation during May and June. Yet, trees located near the tree line (3700 m.a.s.l.) were mostly dependent on current precipitation over the entire growing season. However, when statistically analyzing data from all seven different elevation gradients in this study, the contribution of winter precipitation to xylem water was not elevation dependent. Precipitation contributed to a large proportion (59.86 % ± 33.43 %) of xylem water between May and October. Meanwhile, no linear contribution ratio of precipitation to trees was identified in this high-altitude elevational gradient. The replenishment of soil water and the soil water storage determine the spatiotemporal patterns of water sources. Climate change has the possibility of reducing winter precipitation at high altitudes on the Tibetan Plateau. Thus, tree water use at different altitude gradients will play varied roles in influencing the evolution of forest composition under ongoing climate change.
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  • 文章类型: Journal Article
    Montane草甸是高产生态系统,含有高密度的土壤碳(C)和氮(N)。然而,导致河道切口和洪泛区水文断开的人为干扰改变了许多草地的C平衡,将它们从净碳汇转换为大气中的净碳源。旨在重新连接洪泛区水文学的恢复工作可能会减缓退化草甸的土壤碳流失速度,并恢复碳固存和氮固定的条件。然而,这种努力的长期影响仍然存在疑问。这里,我们使用了22年的草甸恢复时间序列来测量水文恢复对地上和地下碳和氮储量和浓度的年代影响。草本植被生物量的增加先于土壤碳储量的变化,最大的收益发生在地下。在整个时间序列中,根生物量(0-15厘米)以270.3gm-2year-1的速度增加,土壤C存量(0-15厘米)增加了232.9gCm-2year-1。土壤C浓度的增加(2.99gCkg-1year-1)与土壤N浓度的增加(0.21gNkg-1year-1)紧密相关,并且自恢复以来土壤C:N随时间变化。傅里叶变换红外光谱结果表明,土壤中不稳定脂肪族C-H和羧酸盐C-O(COO)化合物的比例随恢复年龄的增加而增加,并与土壤C和N浓度呈正相关。我们的结果表明,恢复山地草甸的洪泛区水文对地下碳和氮储量有重大影响,土壤C和N浓度,和土壤碳化学在恢复后的头二十年内。
    Montane meadows are highly productive ecosystems that contain high densities of soil carbon (C) and nitrogen (N). However, anthropogenic disturbances that have led to channel incision and disconnected floodplain hydrology have altered the C balance of many meadows, converting them from net C sinks to net sources of C to the atmosphere. Restoration efforts designed to reconnect floodplain hydrology may slow rates of soil C loss from degraded meadows and restore the conditions for C sequestration and N immobilization, yet questions remain about the long-term impact of such efforts. Here, we used a 22-year meadow restoration chronosequence to measure the decadal impact of hydrologic restoration on aboveground and belowground C and N stocks and concentrations. Increases in herbaceous vegetation biomass preceded changes in soil C stocks, with the largest gains occurring belowground. Root biomass (0-15 cm) increased at a rate of 270.3 g m-2 year-1 and soil C stocks (0-15 cm) increased by 232.9 g C m-2 year-1 across the chronosequence. Increases in soil C concentration (2.99 g C kg-1 year-1 ) were tightly coupled with increases in soil N concentration (0.21 g N kg-1 year-1 ) and soil C:N did not vary with time since restoration. Fourier transform infrared spectroscopy results showed that the fraction of labile aliphatic C-H and carboxylate C-O (COO) compounds in the soil increased with the age of restoration and were positively correlated with soil C and N concentrations. Our results demonstrate that restoration of floodplain hydrology in montane meadows has significant impacts on belowground C and N stocks, soil C and N concentration, and soil C chemistry within the first two decades following restoration.
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  • 文章类型: Journal Article
    植被恢复是重建亚高山地区生态平衡的重要途径。植被覆盖的变化代表,在某种程度上,植被的生长趋势,是不同自然因素和人类活动的复杂结果。微地形通过影响到达地面的热量和水分来影响植被的生长,这一作用在亚高山地区更为明显。然而,很少有研究关注不同微地形类型的植被恢复特征和动态。驱动亚高山地区植被变化的因素各自的重要性还不清楚。我们使用线性回归和Hurst指数分析了自2000年以来不同微地形类型的植被恢复和可持续性趋势,基于植被覆盖分数(FVC),并通过使用地理探测器确定了植被变化的潜在驱动因素及其重要性。结果表明:(1)研究区域的FVC自2000年以来呈上升趋势,上升速度为0.26/年(P=0.028)。它将从改进到退化,47.48%的区域持续下降或持续显著下降,在未来。(2)平均FVC的顺序如下:较低的斜率(冷),下坡,下坡(暖),山谷,上坡(暖),上坡,山谷(狭窄),上坡(冷),cliff,山/分水岭,峰/脊(温暖),峰/脊,峰/脊(冷)。下坡为植被覆盖最好的微地形类型。山脊是最难绿化的。(3)影响亚高山地区植被恢复的主要因素有方面,微地形类型,和土壤分类学大群体。多因素之间的相互作用对植被覆盖的影响比单因素大得多。温度和方面的影响对植被覆盖变化影响最大。自然因素对研究区植被恢复的影响大于人为因素。这项研究的结果可以有助于更好地了解不同驱动因素对植被覆盖变化的影响,为亚高山地区典型伐木区植被恢复和可持续发展提供相应的参考和建议。
    Vegetation restoration is an essential approach to re-establish the ecological balance in subalpine areas. Changes in vegetation cover represent, to some extent, vegetation growth trends and are the consequence of a complex of different natural factors and human activities. Microtopography influences vegetation growth by affecting the amount of heat and moisture reaching the ground, a role that is more pronounced in subalpine areas. However, little research is concerned with the characteristics and dynamics of vegetation restoration in different microtopography types. The respective importance of the factors driving vegetation changes in subalpine areas is also not clear yet. We used linear regression and the Hurst exponent to analyze the trends in vegetation restoration and sustainability in different microtopography types since 2000, based on Fractional Vegetation Cover (FVC) and identified potential driving factors of vegetation change and their importance by using Geographical Detector. The results show that: (1) The FVC in the region under study has shown an up-trend since 2000, and the rate of increase is 0.26/year (P = 0.028). It would be going from improvement to degradation, continuous decrease or continuous significant decrease in 47.48% of the region, in the future. (2) The mean FVC is in the following order: lower slope (cool), lower slope, lower slope (warm), valley, upper slope (warm), upper slope, valley (narrow), upper slope (cool), cliff, mountain/divide, peak/ridge (warm), peak/ridge, peak/ridge (cool). The lower slope is the microtopographic type with the best vegetation cover, and ridge peak is the most difficult to be afforested. (3) The main factors affecting vegetation restoration in subalpine areas are aspect, microtopographic type, and soil taxonomy great groups. The interaction between multiple factors has a much stronger effect on vegetation cover than single factors, with the effect of temperatures and aspects having the most significant impact on the vegetation cover changes. Natural factors have a greater impact on vegetation restoration than human factors in the study area. The results of this research can contribute a better understanding of the influence of different drivers on the change of vegetation cover, and provide appropriate references and recommendations for vegetation restoration and sustainable development in typical logging areas in subalpine areas.
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  • 文章类型: Journal Article
    树种适应和耐受干旱频率和强度预计增加的能力对气候变化的未来森林动态具有根本意义。迄今为止对树种耐旱能力的调查,然而,几乎只专注于成熟的树木,很少在幼苗上进行现场工作,尽管再生动力学在森林对变化条件的反应中起着核心作用。我们在落基山脉南部对自然建立的共同优势亚高山针叶树种(Abieslasiocarpa和Piceaengelmannii)的幼苗进行了2年的原位夏季降水排除,模拟类似于北美季风失败的夏季干旱条件。我们比较了干旱和干旱下幼苗的形态和生理反应。环境条件,以评估耐旱性性状的相对变化与幼苗大小的关系。干旱处理对土壤水分有显着影响:干旱处理中的体积含水量平均约5-8%,环境控制中的体积含水量约为8-12%。我们检测到形态没有显著变化(例如,根生物量,叶:茎面积比)响应任一物种的干旱,但是干旱处理中云杉的净光合作用降低了78%,杉木的净光合作用降低了37%。与增加茎直径相关的更大的气孔控制在两个物种的较大幼苗中赋予了更高的水分利用效率,但在干旱和环境条件之间没有显着差异。表明总体上缺乏对水分胁迫的响应性,并且碳收益优先于干旱缓解性状的投资。这些结果表明特征的经典化,虽然对早期育苗有用,可能预示着亚高山幼苗种群对长期或反复干旱的严重脆弱性,尤其是云杉.
    The ability of tree species to acclimate and tolerate projected increases in drought frequency and intensity has fundamental implications for future forest dynamics with climate change. Inquiries to date on the drought tolerance capacities of tree species, however, have focused almost exclusively on mature trees with scant in situ work on seedlings, despite the central role that regeneration dynamics play in forest responses to changing conditions. We subjected naturally established seedlings of co-dominant subalpine conifer species (Abies lasiocarpa and Picea engelmannii) in the southern Rocky Mountains to 2 years of in situ summer precipitation exclusion, simulating summer drought conditions similar to a failure of the North American monsoon. We compared the morphological and physiological responses of seedlings growing in drought vs. ambient conditions to assess the relative changes in drought tolerance traits as a function of seedling size. Drought treatments had a marked impact on soil moisture: volumetric water content averaged ≈5-8 % in drought treatments and ≈8-12 % in ambient controls. We detected no significant shifts in morphology (e.g. root biomass, leaf:stem area ratio) in response to drought for either species, but net photosynthesis in drought treatments was 78 % lower for spruce and 37 % lower for fir. Greater stomatal control associated with increasing stem diameter conferred greater water use efficiencies in larger seedlings in both species but was not significantly different between drought and ambient conditions, suggesting an overall lack of responsivity to water stress and a prioritization of carbon gain over investment in drought mitigation traits. These results indicate a canonization of traits that, while useful for early seedling establishment, may portend substantial vulnerability of subalpine seedling populations to prolonged or recurrent droughts, especially for spruce.
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  • 文章类型: Journal Article
    关于亚高山森林生态系统如何应对树木采伐的不确定性阻碍了其可持续管理和保护策略。调查橡木(QuercusaquifolioidesRehd。威尔斯。)青藏高原东部土壤微生物群落和林下植被的收获和林分恢复过程,我们对三个年龄组的微生物群落结构和林下植被进行了采样和量化(1年,10年,采伐树木20年以来)的采伐林和亚高山橡树林的未采伐参考(对照)林。我们的结果表明,测井显著改变了土壤性质(p<0.001),改变了微生物群落结构(p<0.05),增加放线菌和丛枝菌根真菌(AMF)的丰度,但减少真菌和一般,革兰氏阳性和革兰氏阴性细菌。收获后的进化增加了林下植被的生物量,并重塑了其群落。真菌(18:1ω7c,18:1ω9c)和革兰氏阴性菌(18:2ω7c,cy19:0)收获后和林分恢复期间,丰度显着变化(p<0.01),表明它们可能用作收获后橡树恢复的指标。结构方程模型(SEQM)表明,通过垃圾,残留物,和edaphic属性,恢复过程间接促进了微生物的丰度,而林下植被的再生则抑制了林下植物群落的生物量。微生物群落只有轻微的,对林下植被的直接影响。凋落物和土壤因子在重塑林下植物和土壤微生物群落以促进采后进化中起着重要作用。
    Uncertainty regarding how subalpine forest ecosystems respond to tree harvesting hinders their sustainable management and conservation strategies. To investigate the impact of oak (Quercus aquifolioides Rehd. et Wils.) harvesting and stand recovery processes on soil microbial communities and understory vegetation on the eastern Tibetan Plateau, we sampled and quantified the microbial community structure and understory vegetation in three age classes (1 year, 10 years, and 20 years since tree logging) of harvested stands and an un-harvested reference (control) stand of subalpine oak forest. Our result showed logging significantly altered the edaphic properties (p < 0.001) and shifted microbial community structure (p < 0.05), increasing the abundances of the Actinobacteria and arbuscular mycorrhizal fungi (AMF) but decreasing fungi and general, gram-positive and gram-negative bacteria. Post-harvest evolution increased the biomass of understory vegetation and reshaped its community. Fungi (18:1ω7c, 18:1ω9c) and gram-negative bacteria (18:2ω7c, cy19:0) abundances changed significantly (p < 0.01) after harvesting and during stand recovery, suggesting their potential use as indicators for post-harvest oak recovery. Structural equation modeling (SEqM) revealed that, via litter, residue, and edaphic properties, the recovery process indirectly promoted microbe abundance while the overstory vegetation regrowth inhibited the plant community\'s biomass in the understory. Microbial communities only had a minor, direct effect on understory vegetation. Litter and edaphic factors played important roles in reshaping understory plant and soil microbial communities for post-harvest evolution.
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  • 文章类型: Journal Article
    准确的生物多样性和人口监测是有效保护决策的要求。因此,调查方法偏差是一个令人担忧的问题,特别是当研究项目面临后勤和成本限制时。我们采用点计数(PC)和自主记录单元(ARU)来调查鸟类生物多样性,高海拔,美洲两端的温带山脉栖息地:不列颠哥伦比亚省(BC)的九座山脉,加拿大,和智利南部的10个。我们将检测到的物种丰富度与多年物种清单进行了比较,并按家庭检查了特定于方法的检测概率。通过纳入时间成本,我们评估了单一方法与组合方法的性能和效率.物种积累曲线表明,ARU可以捕获BC中存在的约93%的物种,但在智利仅捕获约58%的物种。尽管智利山区社区不那么多样化。鸟类社区,而不是景观构成,似乎推动了这种戏剧性的差异。智利社区含有较少发声的物种,ARUs错过了。Further,不列颠哥伦比亚省的6/13个家庭被ARU更好地检测到,而智利的11/11家庭被PC更好地检测到。如果调查条件对方法性能有不同的影响,个人电脑大多在早上变化,在公元前有天篷盖,而智利的ARU大多随季节变化。在监测的一年内,两种方法都不能单独捕获完整的鸟类群落,除卑诗省高山和亚高山地区的ARU外。PC对BC中检测到的多样性贡献不大,但包括这种方法导致的总时间成本的增加可以忽略不计。在智利将PC与ARU相结合,显着增加了物种检测,再次,很少的成本。组合方法是捕获多样性的最有效和最准确的方法之一。我们建议进行点计数,同时正在部署和检索ARU,以便以最少的额外努力捕获额外的多样性,并使用比较框架标记方法偏见。
    Accurate biodiversity and population monitoring is a requirement for effective conservation decision making. Survey method bias is therefore a concern, particularly when research programs face logistical and cost limitations.We employed point counts (PCs) and autonomous recording units (ARUs) to survey avian biodiversity within comparable, high elevation, temperate mountain habitats at opposite ends of the Americas: nine mountains in British Columbia (BC), Canada, and 10 in southern Chile. We compared detected species richness against multiyear species inventories and examined method-specific detection probability by family. By incorporating time costs, we assessed the performance and efficiency of single versus combined methods.Species accumulation curves indicate ARUs can capture ~93% of species present in BC but only ~58% in Chile, despite Chilean mountain communities being less diverse. The avian community, rather than landscape composition, appears to drive this dramatic difference. Chilean communities contain less-vocal species, which ARUs missed. Further, 6/13 families in BC were better detected by ARUs, while 11/11 families in Chile were better detected by PCs. Where survey conditions differentially impacted method performance, PCs mostly varied over the morning and with canopy cover in BC, while ARUs mostly varied seasonally in Chile. Within a single year of monitoring, neither method alone was predicted to capture the full avian community, with the exception of ARUs in the alpine and subalpine of BC. PCs contributed little to detected diversity in BC, but including this method resulted in negligible increases in total time costs. Combining PCs with ARUs in Chile significantly increased species detections, again, for little cost.Combined methods were among the most efficient and accurate approaches to capturing diversity. We recommend conducting point counts, while ARUs are being deployed and retrieved in order to capture additional diversity with minimal additional effort and to flag methodological biases using a comparative framework.
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  • 文章类型: Journal Article
    Climate change is affecting the distribution of species and the functioning of ecosystems. For species that are slow growing and poorly dispersed, climate change can force a lag between the distributions of species and the geographic distributions of their climatic envelopes, exposing species to the risk of extinction. Climate also governs the resilience of species and ecosystems to disturbance, such as wildfire. Here we use species distribution modelling and palaeoecology to assess and test the impact of vegetation-climate disequilibrium on the resilience of an endangered fire-sensitive rainforest community to fires. First, we modelled the probability of occurrence of Athrotaxis spp. and Nothofagus gunnii rainforest in Tasmania (hereon \"montane rainforest\") as a function of climate. We then analysed three pollen and charcoal records spanning the last 7,500 cal year BP from within both high (n = 1) and low (n = 2) probability of occurrence areas. Our study indicates that climatic change between 3,000 and 4,000 cal year bp induced a disequilibrium between montane rainforests and climate that drove a loss of resilience of these communities. Current and future climate change are likely to shift the geographic distribution of the climatic envelopes of this plant community further, suggesting that current high-resilience locations will face a reduction in resilience. Coupled with the forecast of increasing fire activity in southern temperate regions, this heralds a significant threat to this and other slow growing, poorly dispersed and fire sensitive forest systems that are common in the southern mid to high latitudes.
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  • 文章类型: Journal Article
    欧洲阿尔卑斯山的高海拔云杉林经常被针锈病金黄菌感染,一种导致显著落叶的病原体,减少树木生长和有限的复兴。在不同的空间尺度上精确量化疾病的严重程度对于监测至关重要。管理和抗性育种活动。根据攻击针的明显黄色变色,研究了数码照片的图像分析是否可以用来量化疾病的严重程度,并在时间方面与传统评估相比改善表型,努力和应用范围。开发的用于数字RGB图像的预处理和分析的协议能够在地面调查(分析图像总数n=62)和使用半专业四轴飞行器(n=13)中获得的图像上识别疾病症状和健康的针头区域。获得的疾病严重程度与通过手动计数所有方法的健康和患病针头获得的结果呈线性关系。包括具有自然背景(R2=0.87)和黑色背景(R2=0.95)的单个分支的图像,幼年植物(R2=0.94),以及成年树的整个树冠的顶视图和侧视图(分别为R2=0.98和0.88)。结果强调,可以从标准数码相机和使用无人机记录的图像中提取与挪威云杉的针囊锈病症状相关的明确定义的信号。所提出的方案能够精确和时间有效地量化由杜鹃花引起的疾病症状,并且与通过手动计数或视觉估计的常规评估相比提供了几个优点。
    High elevation spruce forests of the European Alps are frequently infected by the needle rust Chrysomyxa rhododendri, a pathogen causing remarkable defoliation, reduced tree growth and limited rejuvenation. Exact quantification of the disease severity on different spatial scales is crucial for monitoring, management and resistance breeding activities. Based on the distinct yellow discolouration of attacked needles, it was investigated whether image analysis of digital photographs can be used to quantify disease severity and to improve phenotyping compared to conventional assessment in terms of time, effort and application range. The developed protocol for preprocessing and analysis of digital RGB images enabled identification of disease symptoms and healthy needle areas on images obtained in ground surveys (total number of analysed images n = 62) and by the use of a semiprofessional quadcopter (n = 13). Obtained disease severities correlated linearly with results obtained by manual counting of healthy and diseased needles for all approaches, including images of individual branches with natural background (R2 = 0.87) and with black background (R2 = 0.95), juvenile plants (R2 = 0.94), and top views and side views of entire tree crowns of adult trees (R2 = 0.98 and 0.88, respectively). Results underline that a well-defined signal related to needle bladder rust symptoms of Norway spruce can be extracted from images recorded by standard digital cameras and using drones. The presented protocol enables precise and time-efficient quantification of disease symptoms caused by C. rhododendri and provides several advantages compared to conventional assessment by manual counting or visual estimations.
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