Microclimate

小气候
  • 文章类型: Journal Article
    本研究总结了科罗拉多州北部农业系统中小气候特征和蔬菜作物生长的两个生长季节(2020-2021年),美国。重复的实验评估了三种模块透明度类型(不透明硅[0%透明],双面硅[〜5%透明],和半透明的硫化镉[40%透明])加上完全的阳光控制,和四种蔬菜作物(夏南瓜,辣椒,西红柿,和生菜)。7月份模块下的空气温度比阳光下的温度低大约0.5°C。土壤温度(2.5厘米深)最大差异更明显,为5.8°C,9°C,和14.4°C冷却器在双面下,半透明,和不透明的硅,分别。对于直接在太阳能模块下生长的南瓜,在每个模块透明度类型下,产量显著降低。然而,辣椒没有统计学上显著的产量下降,西红柿,和生菜表明它们在农业系统中的适用性。随着太阳能模块透明度的增加,大多数农作物的数值产量增加,这可能是未来工作的重点。
    The present study summarizes two growing seasons (2020-2021) of microclimate characterization and vegetable crop growth in an agrivoltaics system in northern Colorado, USA. The replicated experiment evaluated three module transparency types (opaque silicon [0 % transparent], bifacial silicon [∼5 % transparent], and semi-transparent cadmium telluride [40 % transparent]) plus a full sun control, and four vegetable crop species (summer squash, peppers, tomatoes, and lettuce). Air temperature under the modules in July was approximately 0.5 °C cooler than in the full sun. Soil temperature (2.5 cm depth) maximum differences were more pronounced and were 5.8 °C, 9 °C, and 14.4 °C cooler under bifacial, semi-transparent, and opaque silicon, respectively. For summer squash growing directly under the solar modules, yield was significantly reduced under each of the module transparency types. However, there was no statistically significant yield reduction for peppers, tomatoes, and lettuce indicating their suitability in an agrivoltaics system. The numerical yield of most crops increased as the transparency of the solar modules increased, which could be the focus on future work.
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  • 文章类型: Journal Article
    气候会影响城市的室外空间的利用方式。人们更有可能使用和欣赏专为行人使用而设计的公共区域,比如公园,正方形,街道,和足周期路径,当他们提供一个舒适和健康的环境。预计全球气温上升使气候不舒服,特别是在夏季,当热应力加强和预期。这种现象在城市地区更为严重,经常受到城市热岛(UHI)效应的影响。由于城市的空间特征会影响其气候,城市设计可以用来减轻气候变化和UHI的综合影响。本研究旨在研究罗马(意大利)城市开放空间对热舒适的UHI效应,旨在确定和实施城市设计师可以遵循的方法,以减少城市热岛的影响并增加城市室外空间的热舒适。本研究基于采用可持续发展目标作为指南的城市设计概念;它调查了UHI的效应如何影响公共空间的使用,并通过PET检查了城市微气候条件对用户热感知的影响。PMV和PPD值,通过ENVI-MET软件模拟进行评估。因此,这项研究提出了对罗马遗址的重新设计,基于可持续设计原则的总体规划,旨在改善现场的微气候条件。然后通过事后模拟验证设计方案。
    The climate affects how a city\'s outdoor spaces are utilized. It is more likely that people will use and appreciate public areas designed for pedestrian use, such as parks, squares, streets, and foot-cycle pathways, when they provide a comfortable and healthy environment. A predicted increase in global temperature has made the climate uncomfortable, especially during the summer when heat stress is strengthened and anticipated. This phenomenon is more severe in urban areas, often affected by the Urban Heat Island (UHI) effect. Since the spatial characteristics of a city influence its climate, urban design can be deployed to mitigate the combined effects of climate change and UHI. This research is conducted to study the UHI effect on thermal comfort in an urban open space in Rome (Italy) and aims at identifying and implementing a methodology that urban designers can follow to reduce the impact of urban heat islands and increase thermal comfort in urban outdoor space. This study is based on an urban design concept adopting the Sustainable Development Goals as guidelines; it investigates how UHI\'s effect affects the use of public space and examines the influence of urban microclimatic conditions on the thermal perception of users through PET, PMV and PPD values, that were assessed through simulations with ENVI-MET software. The study thus proposes a redesign for the site in Rome, with a masterplan based on sustainable design principles, aimed at improving the microclimatic conditions in the site. The design solution was then validated through ex post simulations.
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  • 文章类型: Journal Article
    森林生态系统的采伐或退化直接影响到小气候,引起林地空气和土壤温度以及土壤湿度的变化。这项研究的目的是调查频繁砍伐森林覆盖对某些选定土壤性质的影响,环境温度和土壤温度,土壤湿度,和草本植被覆盖,并确定在电力线走廊(PLC)下频繁砍伐的地区在短期内恢复。这项研究是在伊斯坦布尔大学的研究森林中进行的,林业学院。处理地块选自明切区域,和对照地块是从未受影响的橡树角树林地中选择的。在2020年至2021年之间的处理和对照地块以及2019年至2021年之间的表层土壤采样中测量了土壤温度和湿度以及最高和最低环境温度。使用方差分析(ANOVA)对数据进行分析,以测试切割后短期内切割对某些选定土壤性质的影响。清除引起土壤容重(BD)的显着增加和土壤总孔隙率(TP)的降低,土壤导水率(HC),和饱和容量(SC)。森林覆盖去除显著降低了土壤有机质(SOM)含量3%,平均土壤温度增加2.1°C,最高和最低温度之间的差异为8.8°C。此外,清割使平均土壤水分从36%降低到35%。研究结果表明,砍伐对某些水物理土壤性质和土壤小气候条件产生了负面影响,这些条件在未来几年内可能无法恢复到以前的状态。
    Harvesting or degradation of forest ecosystems directly affects the microclimate, causing changes in air and soil temperatures and soil moisture in the forestlands. The objectives of this study were to investigate the effect of frequent clearcutting of forest cover on some selected soil properties, ambient and soil temperatures, soil moisture, and herbaceous vegetation cover and determine their recovery in a short period in the area subject to frequent clearcutting under the powerline corridors (PLCs). The study was conducted in the research forest of Istanbul University-Cerrahpaşa, Faculty of Forestry. The treatment plots were selected from the clearcut area, and control plots were selected from an untouched oak-hornbeam forestland. Soil temperature and moisture and maximum and minimum ambient temperatures were measured in the treatment and control plots between 2020 and 2021 and topsoil sampled between 2019 and 2021. Data were analyzed using analysis of variance (ANOVA) to test the effects of clearcutting on some selected soil properties in the short term after cutting. Clearcutting caused a significant increase in soil bulk density (BD) and a decrease in the soil total porosity (TP), soil hydraulic conductivity (HC), and saturation capacity (SC). Forest cover removal significantly decreased the soil organic matter (SOM) content by 3%, increased average soil temperature by 2.1 °C, and the difference between maximum and minimum temperatures by 8.8 °C. Additionally, clearcutting reduced the average soil moisture from 36 to 35%. The findings revealed that clearcutting negatively affected some hydro-physical soil properties and soil microclimate conditions that may not recover to their previous states within the next few years.
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  • 文章类型: Journal Article
    室内空气质量(IAQ)和室内空气污染是影响城市环境的关键问题。显著影响生活质量。如今,不良的IAQ与呼吸系统和心血管疾病有关,过敏反应,和认知障碍,特别是在教室之类的环境中。因此,这项研究调查了一年多的室内环境质量对大学教室学生健康的影响,使用各种传感器测量19个环境参数,包括温度,相对湿度,CO2、CO、挥发性有机化合物(VOCs),颗粒物(PM),和其他污染物。因此,这项研究的目的是分析室内小气候对在教室工作的个人健康的影响,以及它对教育成果的影响。数据揭示了甲醛(HCHO)国际标准的频繁超标,VOC,PM2.5,NO,和NO2。HCHO和VOCs水平,通常源于建筑材料和课堂活动,特别高。PM2.5水平超过年度和每日标准,而NO和NO2水平,可能受到通风不足的影响,也超过了建议的限制。尽管有许多现行国际标准的超标,室内小气候质量指数(IMQI)得分表明室内环境总体良好,该指标大多在0到50之间。此外,分析表明,一些指标很有可能超过现行标准,它们的价值预计在未来会呈上升趋势。该研究强调了教室需要更好的通风和污染物控制,以确保健康的学习环境。污染物标准的频繁超标可能会对学生的健康和学习成绩产生重大影响。因此,本研究强调了持续监测和积极措施以维持最佳室内空气质量的重要性。
    Indoor air quality (IAQ) and indoor air pollution are critical issues impacting urban environments, significantly affecting the quality of life. Nowadays, poor IAQ is linked to respiratory and cardiovascular diseases, allergic reactions, and cognitive impairments, particularly in settings like classrooms. Thus, this study investigates the impact of indoor environmental quality on student health in a university classroom over a year, using various sensors to measure 19 environmental parameters, including temperature, relative humidity, CO2, CO, volatile organic compounds (VOCs), particulate matter (PM), and other pollutants. Thus, the aim of the study is to analyze the implications of the indoor microclimate for the health of individuals working in the classroom, as well as its implications for educational outcomes. The data revealed frequent exceedances of international standards for formaldehyde (HCHO), VOC, PM2.5, NO, and NO2. HCHO and VOCs levels, often originating from building materials and classroom activities, were notably high. PM2.5 levels exceeded both annual and daily standards, while NO and NO2 levels, possibly influenced by inadequate ventilation, also surpassed recommended limits. Even though there were numerous exceedances of current international standards, the indoor microclimate quality index (IMQI) score indicated a generally good indoor environment, remaining mostly between 0 and 50 for this indicator. Additionally, analyses indicate a high probability that some indicators will exceed the current standards, and their values are expected to trend upwards in the future. The study highlighted the need for better ventilation and pollutant control in classrooms to ensure a healthy learning environment. Frequent exceedances of pollutant standards can suggest a significant impact on student health and academic performance. Thus, the present study underscored the importance of continuous monitoring and proactive measures to maintain optimal indoor air quality.
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  • 文章类型: Journal Article
    土壤水分塑造生态模式和过程,但是很难连续测量整个景观中的土壤水分变化。为了克服这些限制,土壤水分通常使用维管植物物种的Ellenberg指标值的社区加权手段进行生物指示。然而,植物种类的生态和分布反映了土壤的供水和大气的需水量。因此,我们假设Ellenberg水分值也可以反映大气需水量,表示为蒸气压亏空(VPD)。为了检验这个假设,我们解开了土壤含水量之间的关系,大气蒸气压不足,中欧温带阔叶林林下植物群落中的埃伦伯格水分值。Ellenberg水分值反映了整个地区的大气VPD,而不是土壤含水量,景观,和区域空间尺度,无论植被大小,深度以及土壤水分测量方法。使用原位微气候测量,我们发现,森林植物水分指标值反映了大气VPD,而不是土壤含水量。因此,与Ellenberg水分值相关且以前归因于土壤供水的许多生态模式和过程更有可能是由大气需水量驱动的。
    Soil moisture shapes ecological patterns and processes, but it is difficult to continuously measure soil moisture variability across the landscape. To overcome these limitations, soil moisture is often bioindicated using community-weighted means of the Ellenberg indicator values of vascular plant species. However, the ecology and distribution of plant species reflect soil water supply as well as atmospheric water demand. Therefore, we hypothesized that Ellenberg moisture values can also reflect atmospheric water demand expressed as a vapour pressure deficit (VPD). To test this hypothesis, we disentangled the relationships among soil water content, atmospheric vapour pressure deficit, and Ellenberg moisture values in the understory plant communities of temperate broadleaved forests in central Europe. Ellenberg moisture values reflected atmospheric VPD rather than soil water content consistently across local, landscape, and regional spatial scales, regardless of vegetation plot size, depth as well as method of soil moisture measurement. Using in situ microclimate measurements, we discovered that forest plant indicator values for moisture reflect an atmospheric VPD rather than soil water content. Many ecological patterns and processes correlated with Ellenberg moisture values and previously attributed to soil water supply are thus more likely driven by atmospheric water demand.
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  • 文章类型: Journal Article
    随着全球气温上升,干旱变得越来越频繁和严重。为了预测干旱如何影响植物群落,传统上,生态学家设计了干旱实验,包括受控的浇水制度和雨棚。事实证明,这两种处理方法都可有效模拟土壤干旱。然而,两者都不是为了直接改变大气干旱而设计的。这里,我们详细介绍了硅胶大气干旱处理在有或没有同时发生的土壤干旱处理的室外中观中的功效。在加州州立大学,洛杉矶,我们监测相对湿度,温度,在裸露的地面上每10分钟和蒸气压不足,持续5个月,用土壤干旱(减少浇水)和/或大气干旱(悬浮在土壤上方12厘米处的二氧化硅除湿包)处理的开放式中观。我们发现,当与减少的土壤水结合时,二氧化硅包对这些介观微气候进行了最有效的除湿(-5%RH),无论周围空气的环境湿度水平。Further,当与降低的土壤水和高于20°C的环境空气温度相结合时,小包最有效地增加了微气候蒸气压力赤字(0.4kPa)。最后,在部署后3天内更换时,数据包最一致地模拟了大气干旱。我们的结果表明,在室外干旱实验中使用二氧化硅包作为有效的除湿剂。我们强调,将大气干旱纳入现有的土壤干旱实验可以提高我们对干旱生态影响的理解。
    As global temperatures rise, droughts are becoming more frequent and severe. To predict how drought might affect plant communities, ecologists have traditionally designed drought experiments with controlled watering regimes and rainout shelters. Both treatments have proven effective for simulating soil drought. However, neither are designed to directly modify atmospheric drought. Here, we detail the efficacy of a silica gel atmospheric drought treatment in outdoor mesocosms with and without a co-occurring soil drought treatment. At California State University, Los Angeles, we monitored relative humidity, temperature, and vapor pressure deficit every 10 min for 5 months in bare-ground, open-top mesocosms treated with soil drought (reduced watering) and/or atmospheric drought (silica dehumidification packets suspended 12 cm above soil). We found that silica packets dehumidified these mesocosm microclimates most effectively (-5% RH) when combined with reduced soil water, regardless of the ambient humidity levels of the surrounding air. Further, packets increased microclimate vapor pressure deficit most effectively (+0.4 kPa) when combined with reduced soil water and ambient air temperatures above 20°C. Finally, packets simulated atmospheric drought most consistently when replaced within 3 days of deployment. Our results demonstrate the use of silica packets as effective dehumidification agents in outdoor drought experiments. We emphasize that incorporating atmospheric drought in existing soil drought experiments can improve our understandings of the ecological impacts of drought.
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  • 文章类型: Journal Article
    海洋热浪(MHW),由于气候变化,持续时间和强度增加,现在是对海洋生物的主要威胁,并可能对生态系统的结构和功能产生持久影响。然而,海洋分类群和生态系统对MHW的反应可能是高度可变的,使预测和解释生物学结果成为挑战。这里,我们回顾了生物对MHW的反应,从个体到生态系统,是由沿海海洋环境中的精细尺度空间变异性介导的(以下,局部梯度)。通过生态理论的视角观察观察到的反应,我们提出了一个由三个“弹性过程”(RP)组成的简单框架,通过该框架,局部梯度可以影响海洋分类单元对MHW的响应。局部梯度(1)影响个体直接经历的压力量,(2)促进个人和群体的当地适应和适应,(3)塑造社区组成,进而影响对MHW的反应。然后,我们合成了已知的精细梯度示例,这些示例影响了底栖基础物种对MHW的响应,包括海带森林,珊瑚礁,和海草草甸,并将这些不同的响应与RP联系起来。我们提供了一系列来自各种海洋生态系统的案例研究,以说明温度和其他共同发生的驱动因素梯度介导的MHW的不同影响。在许多情况下,这些梯度具有很大的效应大小,有几个局部梯度的例子会导致10倍或更多的影响差异(例如,生存,覆盖率)。这篇综述强调了高分辨率环境数据的必要性,以准确预测和管理MHW在持续气候变化背景下的后果。虽然当前的工具可能已经捕获了这些梯度中的一些,我们主张加强监测,并将当地环境异质性更精细地整合到气候模型中。这对于制定有效的保护战略和减轻未来的海洋生物多样性丧失至关重要。
    Marine heatwaves (MHWs), increasing in duration and intensity because of climate change, are now a major threat to marine life and can have lasting effects on the structure and function of ecosystems. However, the responses of marine taxa and ecosystems to MHWs can be highly variable, making predicting and interpreting biological outcomes a challenge. Here, we review how biological responses to MHWs, from individuals to ecosystems, are mediated by fine-scale spatial variability in the coastal marine environment (hereafter, local gradients). Viewing observed responses through a lens of ecological theory, we present a simple framework of three \'resilience processes\' (RPs) by which local gradients can influence the responses of marine taxa to MHWs. Local gradients (1) influence the amount of stress directly experienced by individuals, (2) facilitate local adaptation and acclimatization of individuals and populations, and (3) shape community composition which then influences responses to MHWs. We then synthesize known examples of fine-scale gradients that have affected responses of benthic foundation species to MHWs, including kelp forests, coral reefs, and seagrass meadows and link these varying responses to the RPs. We present a series of case studies from various marine ecosystems to illustrate the differential impacts of MHWs mediated by gradients in both temperature and other co-occurring drivers. In many cases, these gradients had large effect sizes with several examples of local gradients causing a 10-fold difference in impacts or more (e.g., survival, coverage). This review highlights the need for high-resolution environmental data to accurately predict and manage the consequences of MHWs in the context of ongoing climate change. While current tools may capture some of these gradients already, we advocate for enhanced monitoring and finer scale integration of local environmental heterogeneity into climate models. This will be essential for developing effective conservation strategies and mitigating future marine biodiversity loss.
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  • 文章类型: Journal Article
    城市热岛(UHI)被认为会对人类健康产生有害影响,这是现代城市面临的主要人为挑战之一。由于城市动态的复杂性,需要进行全面的小气候解码,以设计量身定制的缓解策略,以减少与热量相关的脆弱性。这项研究首次结合了由固定和移动技术组成的两个专用监测系统,提出了一种评估城市内部小气候变异性的新方法。来自三个固定气象站的数据被用来分析长期趋势,在夏季和冬季进行的短期监测活动中使用移动设备(车辆和可穿戴设备)来评估和定位小气候的空间变化。此外,来自移动设备的数据用作佛罗伦萨(意大利)市区Kriging插值的输入,作为案例研究。移动监测会议提供了高分辨率空间数据,能够检测空气温度的超局部变化。使用可穿戴系统验证了最高气温幅度:夏季中午为3.3°C,冬季早晨为4.3°C。在比较绿色区域及其相邻的建筑区时,生理等效温度(PET)被证明是相似的,展示了绿色植物在其周围的微气候缓解贡献。结果还表明,混合两种数据采集和多种分析技术成功地调查了UHI和潜在缓解行动的特定地点作用。此外,移动数据集通过插值监控参数来制作地图是可靠的。插值结果还证明了通过关注目标街道和一天中的时间来优化移动监控活动的可能性,因为插值误差仅在输入样本减少的情况下增加了10%。这允许更好地检测特定于站点的粒度,这对城市规划和决策很重要,适应,和减轻风险的行动,以克服UHI和人为气候变化的影响。
    Urban Heat Island (UHI) is acknowledged to generate harmful consequences on human health, and it is one of the main anthropogenic challenges to face in modern cities. Due to the urban dynamic complexity, a full microclimate decoding is required to design tailored mitigation strategies for reducing heat-related vulnerability. This study proposes a new method to assess intra-urban microclimate variability by combining for the first time two dedicated monitoring systems consisting of fixed and mobile techniques. Data from three fixed weather stations were used to analyze long-term trends, while mobile devices (a vehicle and a wearable) were used in short-term monitoring campaigns conducted in summer and winter to assess and geo-locate microclimate spatial variations. Additionally, data from mobile devices were used as input for Kriging interpolation in the urban area of Florence (Italy) as case study. Mobile monitoring sessions provided high-resolution spatial data, enabling the detection of hyperlocal variations in air temperature. The maximum air temperature amplitudes were verified with the wearable system: 3.3 °C in summer midday and 4.3 °C in winter morning. Physiological Equivalent Temperature (PET) demonstrated to be similar when comparing green areas and their adjacent built-up zone, showing up the microclimate mitigation contribution of greenery in its surrounding. Results also showed that mixing the two data acquisition and varied analysis techniques succeeded in investigating the UHI and the site-specific role of potential mitigation actions. Moreover, mobile dataset was reliable for elaborating maps by interpolating the monitored parameters. Interpolation results demonstrated the possibility of optimizing mobile monitoring campaigns by focusing on targeted streets and times of day since interpolation errors increased by 10% only with properly reduced and simplified input samples. This allowed an enhanced detection of the site-specific granularity, which is important for urban planning and policymaking, adaptation, and risk mitigation actions to overcome the UHI and anthropogenic climate change effects.
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  • 文章类型: Journal Article
    冰川的全球撤退正在极大地改变山脉和高纬度景观,新的生态系统从明显贫瘠的基质1-4发展而来。对这些新兴生态系统的研究对于理解气候变化如何与微生境和生物群落相互作用并决定无冰地形的未来至关重要。这里,使用生态系统的综合表征(土壤特性,小气候,通过环境DNA的生产力和生物多样性6)在全球46个冰原景观中,我们发现所有的环境属性都随着时间的推移而改变,温度调节土壤养分的积累。丰富的细菌,真菌,植物和动物随着时间的推移而增加,但是它们的时间模式不同。微生物在冰川退缩后的最初几十年中定居最快,而大多数大型生物需要更长的时间。增加栖息地的适应性,随着时间的推移,生物相互作用和时间定殖的日益复杂都有助于生物多样性的增加。这些过程还改变了所有生物群体的群落组成。植物群落显示出与所有其他生物多样性组成部分的积极联系,并在生态系统发展中发挥关键作用。这些统一的模式为冰川消融地形的早期动态提供了新的见解,并强调了对其多种环境特性进行综合监测的必要性5。
    The global retreat of glaciers is dramatically altering mountain and high-latitude landscapes, with new ecosystems developing from apparently barren substrates1-4. The study of these emerging ecosystems is critical to understanding how climate change interacts with microhabitat and biotic communities and determines the future of ice-free terrains1,5. Here, using a comprehensive characterization of ecosystems (soil properties, microclimate, productivity and biodiversity by environmental DNA metabarcoding6) across 46 proglacial landscapes worldwide, we found that all the environmental properties change with time since glaciers retreated, and that temperature modulates the accumulation of soil nutrients. The richness of bacteria, fungi, plants and animals increases with time since deglaciation, but their temporal patterns differ. Microorganisms colonized most rapidly in the first decades after glacier retreat, whereas most macroorganisms took longer. Increased habitat suitability, growing complexity of biotic interactions and temporal colonization all contribute to the increase in biodiversity over time. These processes also modify community composition for all the groups of organisms. Plant communities show positive links with all other biodiversity components and have a key role in ecosystem development. These unifying patterns provide new insights into the early dynamics of deglaciated terrains and highlight the need for integrated surveillance of their multiple environmental properties5.
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  • 文章类型: Journal Article
    栖息地之间微气候的细微变化可能会影响居住在其中的生物的能量消耗。这对于久坐的物种或长期无法改变栖息地的物种可能尤为重要,比如冬眠者。传统上,低环境温度被认为是冬眠地点微气候选择的关键,但是最近的研究表明,其他因素可能会影响或超过环境温度的重要性。我们旨在表征野生冬眠的榛子幼鼠Muscardinusavellanarius的冬眠小气候,并使用微气候建模方法测试这些微气候与没有hibernacula的位置有何不同。Dormice在土壤温度较高,湿度和相对短波辐射变化较低的地区冬眠。这些结果增加了越来越多的证据,表明低环境温度可能不是冬眠小气候选择的主要驱动因素,尽管温度仍然可能发挥重要作用。我们还发现,与在最近的气象站(〜1.6公里外)采集的点样本相比,在微气候水平上测得的环境温度被大大缓冲,强调面对未来的环境变化,在野生动物保护中考虑微气候的重要性。
    Fine-scale variation in microclimates between habitats may impact energy consumption for the organisms that inhabit them. This may be particularly important for sedentary species or those unable to change habitats for long periods, such as hibernators. Low ambient temperatures were traditionally thought key to microclimatic selection for hibernation locations, but recent research suggests that other factors may contribute or exceed ambient temperature in importance. We aimed to characterise microclimates at hibernacula of wild hibernating hazel dormice Muscardinus avellanarius, and test how these microclimates differ to those at locations without hibernacula using a microclimatic modelling approach. Dormice hibernated in areas with warmer soil temperatures and lower variability in humidity and relative shortwave radiation. These results add to the growing body of evidence that low ambient temperatures may not be the primary driver of hibernation microclimate selection, although temperature is still likely to play an important role. We also found that ambient temperatures measured at the microclimatic level were substantially buffered compared to point samples taken at the nearest weather station (∼1.6 km away), highlighting the importance of considering microclimates in wildlife conservation in the face of future environmental change.
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