Ecosystem response

生态系统响应
  • 文章类型: Journal Article
    The Earth functions as an integrated system-its current habitability to complex life is an emergent property dependent on interactions among biological, chemical, and physical components. As global warming affects ecosystem structure and function, so too will the biosphere affect climate by altering atmospheric gas composition and planetary albedo. Constraining these ecosystem-climate feedbacks is essential to accurately predict future change and develop mitigation strategies; however, the interplay among ecosystem processes complicates the assessment of their impact. Here, we explore the state-of-knowledge on how ecological and biological processes (e.g., competition, trophic interactions, metabolism, and adaptation) affect the directionality and magnitude of feedbacks between ecosystems and climate, using illustrative examples from the aquatic sphere. We argue that, despite ample evidence for the likely significance of many, our present understanding of the combinatorial effects of ecosystem dynamics precludes the robust quantification of most ecologically driven climate feedbacks. Constraining these effects must be prioritized within the ecological sciences for only by studying the biosphere as both subject and arbiter of global climate can we develop a sufficiently holistic view of the Earth system to accurately predict Earth\'s future and unravel its past.
    La Terre fonctionne comme un système intégré—son habitabilité pour une vie complexe est une propriété émergente qui dépend des interactions entre les composantes biologiques, chimiques et physiques. Le réchauffement climatique affecte la structure et la fonction des écosystèmes, et en retour, la biosphère affecte également le climat en modifiant la composition des gaz atmosphériques et l\'albédo planétaire. Il est essentiel de quantifier ces rétroactions entre les écosystèmes et le climat afin de prédire avec précision les changements futurs et élaborer des stratégies d\'atténuation; cependant, l\'interaction entre les processus écologiques complique l\'évaluation de leurs impacts. Dans cet article, nous examinons l\'état des connaissances sur la façon dont les processus écologiques et biologiques (par exemple, la concurrence, les interactions trophiques, le métabolisme, l\'adaptation) affectent la directionnalité et l\'ampleur des rétroactions entre les écosystèmes et le climat à l\'aide d\'exemples issus du monde aquatique. Nous soutenons que, malgré les nombreuses preuves de l\'importance de plusieurs de ces rétroactions, notre compréhension limitée des effets additifs des processus écosystémiques empêche de faire une quantification robuste de la plupart des rétroactions climatiques d\'origine écologique. Circonscrire ces effets doit être une priorité pour les sciences aquatiques, car ce n\'est qu\'en étudiant la biosphère en tant que sujet et arbitre du climat planétaire que nous pourrons développer une vision suffisamment holistique du système terrestre pour prédire avec précision l\'avenir de la Terre et élucider son passé.
    Die Erde funktioniert als einheitliches System—ihre derzeitige Bewohnbarkeit für komplexes Leben ist eine Eigenschaft, die sich entwickelt hat und von Wechselwirkungen zwischen biologischen, chemischen und physikalischen Komponenten abhängt. So wie die globale Erwärmung die Struktur und Funktion des Ökosystems beeinflusst, wird auch die Biosphäre das Klima beeinflussen, indem sie die Zusammensetzung der atmosphärischen Gase und die Albedo des Planeten verändert. Diese Ökosystem‐Klima‐Rückkopplungen zu bewerten ist von entscheidender Bedeutung für die genaue Vorhersage zukünftiger Veränderungen und zur Entwicklung von Minderungsstrategien. Das Zusammenspiel ökologischer Prozesse erschwert jedoch die Bewertung dieser Rückkopplungen. Anhand anschaulicher Beispiele aus aquatischen Lebensräumen, erläutern wir hier den Stand des Wissens darüber, wie ökologische und biologische Prozesse (z. B. Konkurrenz, trophische Interaktionen, Stoffwechsel, Anpassung) die Richtung und das Ausmaß von Rückkopplungen zwischen Ökosystemen und Klima beeinflussen können. Wir argumentieren, dass trotz zahlreicher Belege für die wahrscheinliche Bedeutung von ökologisch bedingten Klimarückkopplungen, unser derzeitiges Verständnis der additiven Effekte von Ökosystem Dynamiken eine zuverlässige Quantifizierung vieler ausschließt. Die Abschätzung dieser Auswirkungen sollte stärker in den Fokus innerhalb der Umweltwissenschaften rücken. Denn nur wenn wir verstehen, wie die Biosphäre und das globale Klima einander beeinflussen, können wir eine ausreichend ganzheitliche Betrachtung der Erde als integriertes System entwickeln. Nur mit dieser ganzheitlichen Betrachtung, werden wir in der Lage sein, die Zukunft der Erde genau vorherzusagen und ihre Vergangenheit aufzuklären.
    המדע חייב לתעדף את אבחון ואפיון השפעות אלו משום שרק על ידי הסתכלות הוליסטית על מצב הביוספירה כסיבה ומסובב של האקלים העולמי ניתן יהיה לחזות במדויק את עתיד כדור הארץ ולפענח את עברו הראיות הרבות לחשיבותם האפשרית של רבים מתהליכי המערכת האקולוגית, ההבנה הקיימת אינה מספקת לכימות סך השפעתם על שינויי האקלים.כדור הארץ פועל כמערכת משולבת — יכולתו לתמוך בחיים מורכבים הוא מאפיין התלוי ביחסי הגומלין בין רכיביו הביולוגיים, הכימיים והפיזיקליים. ככל שההתחממות הגלובלית משפיעה על המבנה ופעולתה של המערכת האקולוגית, כך גם הביוספירה תשפיע על האקלים על ידי שינוי הרכב הגזים האטמוספריים ובאלבדו הפלנטרי. אפיון לולאות משוב אלו חיוני לחיזוי מדוייק של שינויים עתידיים ולפיתוח אסטרטגיות להפחתת נזקים; אולם, קשרים בין תהליכים אקולוגיים שונים והשפעתם ההדדית מקשים על הערכת סך השפעתם הכוללת. כאן, אנו חוקרים את הידע הקיים על האופן בו תהליכים אקולוגיים וביולוגיים (לדוגמא, תחרות, יחסים טרופיים, מטבוליזם, התאמה) משפיעים על כיווניות וגודל לולאות המשוב בין מערכות אקולוגיות והאקלים, באמצעות דוגמאות ממערכות מיימיות. אנו טוענים כי, למרות.
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  • 文章类型: Journal Article
    微塑料威胁土壤生态系统,强烈影响碳(C)和氮(N)含量。微塑性特性与气候和地理因素之间的相互作用知之甚少。我们进行了一项荟萃分析,以评估微塑料特性的相互作用效应(类型,形状,尺寸,和内容),天然土壤特性(质地,pH值,和溶解有机碳(DOC))和气候因素(降水和温度)对土壤中碳和氮含量的影响。我们发现低密度聚乙烯降低了总氮(TN)含量,而可生物降解的聚乳酸导致土壤有机碳(SOC)的减少。微塑料碎片特别耗尽TN,降低骨料稳定性,增加氮矿化和浸出,从而增加土壤C/N比。微塑料尺寸影响结果;那些<200μm降低了TN和SOC含量。在微塑料含量占土壤重量的1%至2.5%时,矿化引起的养分损失最大。沙质土壤遭受了最高的微塑料污染引起的养分消耗。碱性土壤显示出最大的SOC消耗,表明高SOC降解性。在低DOC土壤中,微塑料污染导致的TN消耗比DOC高的土壤大2倍。降水和温度高的地点TN和SOC含量下降最大。总之,有复杂的相互作用决定了微塑料对土壤健康的影响。微塑料污染总是面临土壤碳和氮消耗的风险,但是严重程度取决于微塑性特征,天然土壤特性,和气候条件,温室排放引起的气候变化可能加剧。
    Microplastics threaten soil ecosystems, strongly influencing carbon (C) and nitrogen (N) contents. Interactions between microplastic properties and climatic and edaphic factors are poorly understood. We conducted a meta-analysis to assess the interactive effects of microplastic properties (type, shape, size, and content), native soil properties (texture, pH, and dissolved organic carbon (DOC)) and climatic factors (precipitation and temperature) on C and N contents in soil. We found that low-density polyethylene reduced total nitrogen (TN) content, whereas biodegradable polylactic acid led to a decrease in soil organic carbon (SOC). Microplastic fragments especially depleted TN, reducing aggregate stability, increasing N-mineralization and leaching, and consequently increasing the soil C/N ratio. Microplastic size affected outcomes; those <200 μm reduced both TN and SOC contents. Mineralization-induced nutrient losses were greatest at microplastic contents between 1 and 2.5% of soil weight. Sandy soils suffered the highest microplastic contamination-induced nutrient depletion. Alkaline soils showed the greatest SOC depletion, suggesting high SOC degradability. In low-DOC soils, microplastic contamination caused 2-fold greater TN depletion than in soils with high DOC. Sites with high precipitation and temperature had greatest decrease in TN and SOC contents. In conclusion, there are complex interactions determining microplastic impacts on soil health. Microplastic contamination always risks soil C and N depletion, but the severity depends on microplastic characteristics, native soil properties, and climatic conditions, with potential exacerbation by greenhouse emission-induced climate change.
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  • 文章类型: Journal Article
    极端气候引起的植被绿度下降显著影响生态系统功能的稳定性。近20年来极端气候事件频繁发生,预计未来气候异常的可能性将增加。但目前,在全球范围内,间歇性局部植被下降对极端气候的时空响应仍不清楚。在这项研究中,趋势NDVI数据被用作植被生长的指标,并提出了一种时空连续识别方法来识别全球范围内发生的大规模植被衰退事件,随后,探讨了这些植被衰退事件的时空特征及其在2000-2019年期间的年际变化趋势。结果表明:(1)本文提出的时空连续识别方法在识别大规模植被衰退热点区域中被证明是准确的。在该方法的驱动下,在2000-2019年期间,全球共发现243起大规模植被下降事件。(2)全球大范围植被衰退的热点地区主要分布在中低纬度低海拔地区,特别是在15°S~35°S,15°N和35°N,覆盖了非洲西北部,萨赫勒,中东,中亚,印度西部,中国东北和蒙古的边界,美国中西部和中南部,墨西哥北部,南部非洲,澳大利亚,以及南美洲南部和东北部。(3)自2000年以来,最近的全球间歇性局部植被下降显着增加,植被下降面积以每年18万平方公里的速度增加。特别是,自2010年以来,在覆盖约15°N纬度的地区,植被下降的严重程度显着增加,30°N和65°N此外,自2010年以来,20°S至30°S范围内的植被下降严重程度明显减弱。这些发现有望为全球植被减少和生态系统对频繁极端气候的响应提供有价值的科学理解。
    Extreme climate-induced vegetation greenness decline significantly affects the stability of ecosystem function. Extreme climate events have occurred frequently in the recent 20 years and the possibility of climate anomalies is forecasted to increase in the future. But currently, the spatial and temporal response of episodic local vegetation decline to climate extremes at a global scale are still unclear. In this study, the detrend NDVI data was utilized as the indicator of vegetation growth, and a spatiotemporally contiguous recognition method was proposed to identify episodic large-scale vegetation decline events globally, subsequently, the spatiotemporal characteristics of these vegetation decline events and their interannual variation trends during 2000-2019 were explored. The results showed that (1) the spatiotemporally contiguous recognition method proposed by this paper was proven to be accurate in identifying the hotspot regions of large-scale vegetation decline. A total of 243 large-scale vegetation decline events were recognized globally during 2000-2019 drived by the method. (2) The global hotspots of large-scale vegetation decline were mainly distributed in the low-elevation areas at middle and low latitudes, especially at 15°S ~ 35°S, 15°N and 35°N, where covered north-western Africa, the Sahel, the Middle East, Central Asia, western India, the border of north-eastern China and Mongolia, western and south-central United States, northern Mexico, southern Africa, Australia, and southern and north-eastern South America. (3) Recent global episodic local vegetation decline has increased significantly since 2000, at the rate of 180,000 km2 of vegetation decline areas increasing per year. Particular, the severity of vegetation decline grew significantly since 2010 at the regions where covered the latitudes of approximately 15°N, 30°N and 65°N. Additionally, the severity of vegetation decline ranging from 20°S to 30°S weakened significantly since 2010. These findings were expected to provide the valuable scientific understanding for global vegetation decline and ecosystem responses to frequent climate extremes.
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  • 文章类型: Journal Article
    Long term monitoring of atmospheric wet and dry depositions and associated nutrients fluxes was conducted on the coast of Japan facing the East China Sea continuously for 1 year and 2 months, with the origin of air mass investigated based on isotope analyses (Sr, Nd, and NO3). During the same period, intensive observations of ocean conditions and the chemical composition of sinking particles collected using sediment traps were conducted to investigate the effects of atmospheric deposition-derived nutrients on phytoplankton blooms. Dry-deposition-derived nutrient inputs to the surface ocean were larger during autumn to spring than in summer due to the effect of continental air mass occasionally carrying Asian dust (yellow sand). However, these nutrients fluxes were limited (1.1-1.5 mg-N m-2 day-1 on average) and didn\'t appear to cause phytoplankton blooms through the year. Although average dissolved inorganic nitrogen (DIN) concentrations in rainwater were lower in oceanic air masses compared to continental air masses, wet-deposition-derived nutrient inputs to the surface ocean on rainy days during the summer (26.0 mg-N m-2 day-1 on average) were large due to higher precipitation from oceanic air masses. Wet-deposition-derived nutrients significantly increased nutrient concentrations in the surface ocean and seemed to cause phytoplankton blooms in the warm rainy season when nutrients in the surface were depleted due to increased stratification. The increase in phytoplankton biomass was reflected in increased particle sinking into the bottom layer, as well as changing chemical characteristics. The supply of flesh phytoplankton-derived labile organic matter into the bottom layer could be expected to promote rapid bacterial decomposition and contribute to the formation of hypoxic water masses in early summer when the ocean was strongly stratified. Atmospheric deposition-derived nutrients in East Asia will have important impacts on not only the oligotrophic outer ocean but also surrounding coastal areas in the warm rainy season.
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  • 文章类型: Journal Article
    气候变化对生态系统的影响表现在生物体如何应对偶发和持续的压力源。沿海森林向盐沼的转变是生态系统状态变化的一个突出例子,在海平面上升的持续压力(压力)的驱动下,和偶发性风暴(脉冲)。这里,我们在切萨皮克湾(美国)迅速退缩的沿海森林中测量了143棵被风吹的东部红雪松(Juniperusvirginiana)树木的生根尺寸和下落方向。我们发现,树根不对称地分布在远离土壤盐渍化的前缘和朝向淡水源的位置。长度,number,根的周长在上坡方向始终高于下坡方向,表明对海平面上升和盐度胁迫的活跃形态适应。无论方位和盛行风向如何,被风吹动的树木都会在上坡方向上持续落下,这表明不对称的生根会破坏站立的树木的稳定性,降低了他们抵御大风的能力。一起,这些观察有助于解释对沿海森林恢复力的奇怪观察,并强调了对气候变化的一种有趣的非加性反应,适应压力源增加了对脉冲压力源的脆弱性。
    The impacts of climate change on ecosystems are manifested in how organisms respond to episodic and continuous stressors. The conversion of coastal forests to salt marshes represents a prominent example of ecosystem state change, driven by the continuous stress of sea-level rise (press), and episodic storms (pulse). Here, we measured the rooting dimension and fall direction of 143 windthrown eastern red cedar (Juniperus virginiana) trees in a rapidly retreating coastal forest in Chesapeake Bay (USA). We found that tree roots were distributed asymmetrically away from the leading edge of soil salinization and towards freshwater sources. The length, number, and circumference of roots were consistently higher in the upslope direction than downslope direction, suggesting an active morphological adaptation to sea-level rise and salinity stress. Windthrown trees consistently fell in the upslope direction regardless of aspect and prevailing wind direction, suggesting that asymmetric rooting destabilized standing trees, and reduced their ability to withstand high winds. Together, these observations help explain curious observations of coastal forest resilience, and highlight an interesting nonadditive response to climate change, where adaptation to press stressors increases vulnerability to pulse stressors.
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  • 文章类型: Journal Article
    Global climate change and human activities have significantly impacted lake ecosystems at an accelerating rate in recent decades, but the differences between the responses of lake ecosystems to these two stressors remain unclear. Thus an improved understanding of the long-term influences of climatic and anthropogenic disturbances is necessary for the management of lake ecosystems. In order to address these issues, a sedimentary record was obtained from Lake Yilong in Yunnan Province in southwestern China, where the climate and natural environment are dominated by the Indian Summer Monsoon and there is a long history of human occupation and intensive human activity. The chronology is based on AMS 14C dates from 13 samples of plant macrofossils and charcoal, which show that the record spans the last ~12,000 yr. Geochemical indices were used to reconstruct hydro-climatic variations and lake ecosystem responses. The results indicate that a cold and humid climate prevailed from the late Pleistocene to the beginning of the Holocene, which was interrupted by an abrupt decrease in precipitation during 9.7-8.7 ka (1 ka = 1000 cal yr BP, corresponding to the 9.3 ka event). A persistent drying trend occurred during the middle and late Holocene, and there was an increase in the intensity of human activity during the past 1500 years. A comparison of the effects of a natural climatic event and human disturbance reveals contrasting lake ecosystem responses. The lake ecosystem was resilient to the 9.3 ka event and subsequently recovered; however, long-term human activity in the watershed, including deforestation and cultivation, reduced the stability of the lake ecosystem and positive feedback effects were strengthened, leading to the deviation of the system far from its previous stable state. It is concluded that, compared to climate change, human activities have had a much more serious impact on lake ecosystem.
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  • 文章类型: Journal Article
    在2014-2016年的太平洋海洋热浪期间,阿拉斯加湾的几种主要牧草鱼类的丰度和质量在整个系统中同时降低。Capelin(MallotusCatervarius),沙枪(Ammodytespersonatus),鲱鱼(Clupeapallasii)种群处于历史较低水平,在这个社区中,投资组合效应的突然下降表明了热浪开始时的营养不稳定性。虽然年龄结构的补偿性变化,尺寸,在所有这些牧草鱼中,不同程度地观察到牧草鱼的生长或能量含量,没有人能够完全减轻热浪的不利影响,其中可能包括自上而下和自下而上的强迫。值得注意的是,牧草鱼人口结构的变化表明,自上而下的典型典型的大小选择性去除。同时,浮游动物群落的变化可能推动了自下而上的调节,因为co足类群落结构向更小的方向转变,温暖的水物种,由于冷水物种的损失,euphausiid生物量减少了。在这些对牧草鱼类群落的影响的调解下,在2015-2016年期间,更高的营养级中断标志着正常的中上层食物网的前所未有的中断,海洋哺乳动物,底层鱼经历了分布的变化,大规模死亡,和生殖失败。与生态系统制度变迁背后的年代际尺度变化不同,热浪似乎暂时压倒了牧草鱼类群落缓冲温水异常带来的变化的能力,从而消除了由于拥有一套具有不同生活史补偿的共存牧草物种而可能产生的任何生态优势。
    During the Pacific marine heatwave of 2014-2016, abundance and quality of several key forage fish species in the Gulf of Alaska were simultaneously reduced throughout the system. Capelin (Mallotus catervarius), sand lance (Ammodytes personatus), and herring (Clupea pallasii) populations were at historically low levels, and within this community abrupt declines in portfolio effects identify trophic instability at the onset of the heatwave. Although compensatory changes in age structure, size, growth or energy content of forage fish were observed to varying degrees among all these forage fish, none were able to fully mitigate adverse impacts of the heatwave, which likely included both top-down and bottom-up forcing. Notably, changes to the demographic structure of forage fish suggested size-selective removals typical of top-down regulation. At the same time, changes in zooplankton communities may have driven bottom-up regulation as copepod community structure shifted toward smaller, warm water species, and euphausiid biomass was reduced owing to the loss of cold-water species. Mediated by these impacts on the forage fish community, an unprecedented disruption of the normal pelagic food web was signaled by higher trophic level disruptions during 2015-2016, when seabirds, marine mammals, and groundfish experienced shifts in distribution, mass mortalities, and reproductive failures. Unlike decadal-scale variability underlying ecosystem regime shifts, the heatwave appeared to temporarily overwhelm the ability of the forage fish community to buffer against changes imposed by warm water anomalies, thereby eliminating any ecological advantages that may have accrued from having a suite of coexisting forage species with differing life-history compensations.
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  • 文章类型: Journal Article
    对全球变化的生态影响的研究通常集中在一个或几个物种上。因此,我们对生物群落在现实世界尺度上正在发生的变化知之甚少,通常有数百或数千个相互作用的物种。这里,我们使用COImtDNA扩增子从环境DNA的每月样本来调查221浮游类群沿温度的梯度,盐度,近岸海洋栖息地的溶解氧和碳酸盐化学。结果是使用一种可在各种生态系统中复制的技术,对生态群落的变化进行了高分辨率的描绘。我们估计与时间相关的社区水平差异,空间和环境变量,并使用这些结果来预测由于变暖和海洋酸化引起的近期群落变化。我们在更温暖和更酸化的条件下发现不同的社区,硅藻组合的总体丰富度降低,鞭毛藻的丰富度增加。在不久的将来的水域中发现更合适的栖息地的个体分类单元在分类学上更加多样化,包括无处不在的球嗜血菌Emilianiahuxleyi和有害的鞭毛藻Alexandriumsp。这些结果表明,在不久的将来条件下,近岸食物网的根本变化。
    Studies of the ecological effects of global change often focus on one or a few species at a time. Consequently, we know relatively little about the changes underway at real-world scales of biological communities, which typically have hundreds or thousands of interacting species. Here, we use COI mtDNA amplicons from monthly samples of environmental DNA to survey 221 planktonic taxa along a gradient of temperature, salinity, dissolved oxygen and carbonate chemistry in nearshore marine habitat. The result is a high-resolution picture of changes in ecological communities using a technique replicable across a wide variety of ecosystems. We estimate community-level differences associated with time, space and environmental variables, and use these results to forecast near-term community changes due to warming and ocean acidification. We find distinct communities in warmer and more acidified conditions, with overall reduced richness in diatom assemblages and increased richness in dinoflagellates. Individual taxa finding more suitable habitat in near-future waters are more taxonomically varied and include the ubiquitous coccolithophore Emiliania huxleyi and the harmful dinoflagellate Alexandrium sp. These results suggest foundational changes for nearshore food webs under near-future conditions.
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  • 文章类型: Journal Article
    河流生态系统可能有临界点,在这个临界点,系统突然转移到交替状态,虽然定量表征是极其困难的。在这里我们展示,通过对两个点源下游进行的两个不同的到达尺度(25米和50米)研究的批判性分析,两条支流(干流和汇合处)和恒河630公里的一段,人类驱动的底栖缺氧/缺氧会产生正反馈,从而将系统推向相反的状态。考虑三个正反馈-反硝化,沉积物-P-和金属-释放作为水平决定因子和胞外酶(β-D-葡萄糖苷酶,蛋白酶,碱性磷酸酶和FDAase)作为反应决定因子,我们构建了“河流生态系统恢复力风险指数(RERRI)”,以定量表征大型河流的临界点。动态拟合相交模型表明RERRI<4表示正常状态,4-18可以恢复的过渡,和>18超越条件,恢复是不可能的。弹性风险指数,第一次开发了一个lotic生态系统,可以成为了解临界点以及大型河流的适应性和变革性管理的有用工具。
    Riverine ecosystems can have tipping points at which the system shifts abruptly to alternate states, although quantitative characterization is extremely difficult. Here we show, through critical analysis of two different reach scale (25 m and 50 m) studies conducted downstream of two point sources, two tributaries (main stem and confluences) and a 630 km segment of the Ganga River, that human-driven benthic hypoxia/anoxia generates positive feedbacks that propels the system towards a contrasting state. Considering three positive feedbacks-denitrification, sediment-P- and metal-release as level determinants and extracellular enzymes (β-D-glucosidase, protease, alkaline phosphatase and FDAase) as response determinants, we constructed a \'river ecosystem resilience risk index (RERRI)\' to quantitatively characterize tipping points in large rivers. The dynamic fit intersect models indicated that the RERRI<4 represents a normal state, 4-18 a transition where recovery is possible, and >18 an overstepped condition where recovery is not possible. The resilience risk index, developed for the first time for a lotic ecosystem, can be a useful tool for understanding the tipping points and for adaptive and transformative management of large rivers.
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  • 文章类型: Journal Article
    Ecotron facilities allow accurate control of many environmental variables coupled with extensive monitoring of ecosystem processes. They therefore require multivariate perturbation of climate variables, close to what is observed in the field and projections for the future. Here, we present a new method for creating realistic climate forcing for manipulation experiments and apply it to the UHasselt Ecotron experiment. The new methodology uses data derived from the best available regional climate model projection and consists of generating climate forcing along a gradient representative of increasingly high global mean air temperature anomalies. We first identified the best-performing regional climate model simulation for the ecotron site from the Coordinated Regional Downscaling Experiment in the European domain (EURO-CORDEX) ensemble based on two criteria: (i) highest skill compared to observations from a nearby weather station and (ii) representativeness of the multi-model mean in future projections. The time window is subsequently selected from the model projection for each ecotron unit based on the global mean air temperature of the driving global climate model. The ecotron units are forced with 3-hourly output from the projections of the 5-year period in which the global mean air temperature crosses the predefined values. With the new approach, Ecotron facilities become able to assess ecosystem responses on changing climatic conditions, while accounting for the co-variation between climatic variables and their projection in variability, well representing possible compound events. The presented methodology can also be applied to other manipulation experiments, aiming at investigating ecosystem responses to realistic future climate change.
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