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Low Genetic Diversity in the Highly Morphologically Diverse Sida fallax Walp. (Malvaceae) Throughout the Pacific 高度形态多样性的黄菖蒲的低遗传多样性。(锦葵科)遍布太平洋
IF 0.7 4区 生物学 Q2 Multidisciplinary Pub Date : 2023-04-26 DOI: 10.2984/76.4.2
Mersedeh Pejhanmehr, Mitsuko Yorkston, C. Morden
Abstract: Sida fallax Walp. (‘ilima) (Malveae, Malvoideae, Malvaceae) is native to the Pacific area and is broadly distributed throughout this region. Sida fallax is the most widespread and variable taxon of Malvaceae in the Hawaiian Islands and it occurs with diverse morphological forms and in different habitats from Hawai‘i Island to Midway Atoll. The low elevation and mountain ecotypes are two extreme ecological forms of S. fallax with many intermediate morphological types existing between these extreme ecotypes in the Hawaiian Islands. The range of morphological and ecological diversity in Sida fallax suggests that this species requires further biosystematics investigation. The purpose of this study was two-fold. First, explore the genetic diversity among S. fallax populations throughout its native range in the Pacific region to assess if it is a single species or potentially multiple cryptic species; second, investigate the biogeographic origin of S. fallax. To do this, Sida fallax was sampled throughout the Hawaiian Islands and in different parts of the Pacific region. Bayesian phylogenetic analyses based on nuclear (ITS and ETS) and chloroplast regions (psbA–trnH) were carried out. Results indicate that there is very little sequence-level variation in this species throughout its distribution and phylogenetic analysis clearly demonstrated that Sida fallax is a single species throughout the Pacific region and the different forms of Hawaiian S. fallax are not genetically distinct at the sequence level. Although the pattern of dispersal of S. fallax is not clear, an American origin is most likely.
摘要:蚕豆属植物。(' ilima) (Malveae, Malvoideae, Malvaceae)原产于太平洋地区,广泛分布于整个地区。Sida fallax是夏威夷群岛上分布最广、最多变的锦葵科分类群,从夏威夷岛到中途岛环礁,其形态形态多样,生境各异。低海拔和山地生态类型是夏威夷群岛上两种极端生态类型,在这两种极端生态类型之间存在许多中间形态类型。该物种的形态和生态多样性范围表明该物种需要进一步的生物系统学研究。这项研究的目的有两个。首先,在整个太平洋地区的原生地中,探讨了黄菖蒲种群的遗传多样性,以评估它是一个单一物种还是潜在的多个隐种;二是研究黄菖蒲的生物地理起源。为了做到这一点,在夏威夷群岛和太平洋地区的不同地区对西达费拉克斯进行了采样。基于核区(ITS和ETS)和叶绿体区(psbA-trnH)进行了贝叶斯系统发育分析。结果表明,该物种在整个分布中几乎没有序列水平的变异,系统发育分析清楚地表明,Sida fallax在整个太平洋地区是一个单一的物种,不同形式的夏威夷S. fallax在序列水平上没有遗传差异。尽管黄貂草的传播模式尚不清楚,但它最有可能起源于美国。
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引用次数: 0
Population Size and Habitat Occupancy by the Endangered Mariana Crow 濒危马里亚纳乌鸦的种群规模和栖息地占用
IF 0.7 4区 生物学 Q2 Multidisciplinary Pub Date : 2023-04-26 DOI: 10.2984/76.4.1
R. J. Craig
Abstract: I present data on the Mariana Crow for an extensive but previously unavailable set of population and habitat surveys from 1992 to 1993. From these, I (1) compute a series of population estimates from that period during which Mariana Crow numbers were first entering a precipitous decline, (2) quantitatively assess the habitats occupied by individual birds and thereby provide a view of the range of habitats occupied during a time when the species was still widespread, and (3) provide the first direct wet-dry season comparisons of populations and habitat occupancy. Surveys yielded significantly different wet (943) and dry season (459) population estimates, which suggested wet season courtship activity preceding dry season nesting when birds became more secretive. Moreover, they indicated that the critical turning point in population decline was after 1995. Forest was the principal habitat type occupied during both wet and dry seasons, with savanna present less than half as often as forest, although birds occupied a range of additional habitats. The species was more versatile in habitat use than is often assumed, as rates of habitat occupancy and availability were similar. Versatility is an advantage for populations confined to small islands that periodically suffer catastrophic habitat damage due to typhoons.
摘要:本文提供了1992年至1993年马里亚纳乌鸦种群和栖息地调查的大量数据。从这些数据中,我(1)计算了马里亚纳乌鸦数量首次进入急剧下降时期的一系列种群估计,(2)定量评估了单个鸟类所占据的栖息地,从而提供了该物种仍然广泛分布的时期所占据的栖息地范围的观点,(3)提供了第一次直接的种群和栖息地占用的干湿季节比较。调查结果显示,湿季(943只)和旱季(459只)的种群数量估计存在显著差异,这表明湿季的求偶活动在旱季筑巢之前,此时鸟类变得更加隐秘。此外,他们指出人口下降的关键转折点是在1995年以后。在湿季和旱季,森林都是主要的栖息地类型,尽管鸟类占据了一系列额外的栖息地,但稀树草原的出现频率不到森林的一半。由于生境占用率和可得性相似,该物种在生境利用方面比通常认为的更加多样化。对于生活在小岛屿上的人口来说,多功能性是一个优势,因为这些岛屿上的人口周期性地遭受台风造成的灾难性栖息地破坏。
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引用次数: 0
Ingestion of Plastics in a Wild Population of the Pacific Fat Sleeper (Dormitator latifrons) 野生太平洋胖睡鱼对塑料的摄取量
IF 0.7 4区 生物学 Q2 Multidisciplinary Pub Date : 2023-04-26 DOI: 10.2984/76.4.3
Fernando Isea-León, Juan Diego Quispe, Alexandra E. Bermúdez‐Medranda, V. Acosta, A. M. Santana-Piñeros, Y. Cruz‐Quintana, L. M. Soto, Luciana Gomes-Barbosa, L. Dominguez-Granda, C. López
Abstract: This is the first report of plastics ingestion by the neotropical fish Dormitator latifrons. The stomach contents of 20 specimens (10 males and 10 females) collected in La Segua wetland (Ecuador) were assessed visually. Frequency of occurrence (FO) of plastics was 50% and the plastic load (PL) was between 5 and 55 particles per individual. Ninety-seven percent of plastic particles found were microplastics (<5.0 mm), and 3% were larger. No significant differences were found in PL between females and males (>0.05). No significant correlation was found between fish size and PL (>0.05). Fibers were the most frequently observed category, and transparent and blue colors were the most abundant. The results suggest high levels of plastic pollution in waters of La Segua wetland that may represent a threat to both the ecosystem and the people who rely on it.
摘要:本文首次报道了新热带鱼对塑料的摄食。对在厄瓜多尔拉塞瓜湿地采集的20只标本(雄、雌各10只)胃内容物进行了目测评估。塑料的出现频率(FO)为50%,塑料负荷(PL)在每人5至55个颗粒之间。97%的塑料颗粒是微塑料(0.05)。鱼的大小与PL之间无显著相关(>.05)。纤维是最常观察到的类别,透明和蓝色是最丰富的。研究结果表明,拉塞瓜湿地水域的高水平塑料污染可能对生态系统和依赖它的人们构成威胁。
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引用次数: 0
A Survey of Terrestrial Vertebrates of Tetepare Island, Solomon Islands, Including Six New Island Records 所罗门群岛Tetepare岛陆生脊椎动物调查,包括六个新的岛屿记录
IF 0.7 4区 生物学 Q2 Multidisciplinary Pub Date : 2023-04-26 DOI: 10.2984/76.4.6
J. McCullough, L. Decicco, Mark W. Herr, Piokera S. Holland, D. Pikacha, T. Lavery, K. V. Olson, D. A. DeRaad, Ikuo G. Tigulu, X. M. Mapel, Luke B. Klicka, Roy Famoo, Jonathan Hobete, Lazarus Runi, Gloria Rusa, A. Tippet, D. Boseto, Rafe M. Brown, R. Moyle, Michael J. Andersen
Abstract: The Solomon Islands host a diverse terrestrial vertebrate fauna which has played a formative role in the development of speciation theory. Yet, despite over a century of biological exploration in the region, there are many islands for which we have incomplete knowledge of the vertebrate fauna. In 2019, we spent 20 days on Tetepare Island in the Western Province, Solomon Islands. Tetepare has a long history of conservation action by local communities and it is now the largest uninhabited tropical island in the world. We recorded 57 species of birds, 13 mammals, 5 amphibians, and 21 reptiles. Of these, we documented six species for the first time on Tetepare by western scientists: one frog, three non-avian reptiles, and two mammals. These findings point to a continued need for basic biological inventory work to inform research, local conservation efforts, and to increase published knowledge of the biodiversity in the Solomon Islands.
摘要:所罗门群岛拥有丰富多样的陆生脊椎动物,在物种形成理论的发展中发挥了重要作用。然而,尽管该地区进行了一个多世纪的生物勘探,但我们对许多岛屿的脊椎动物动物群知之甚少。2019年,我们在所罗门群岛西部省的Tetepare岛度过了20天。Tetepare有着悠久的当地社区保护行动历史,现在是世界上最大的无人居住热带岛屿。我们记录了57种鸟类、13种哺乳动物、5种两栖动物和21种爬行动物。其中,西方科学家首次在Tetepare记录了六个物种:一种青蛙、三种非鸟类爬行动物和两种哺乳动物。这些发现表明,继续需要开展基本的生物清单工作,为研究、地方保护工作提供信息,并增加已发表的关于所罗门群岛生物多样性的知识。
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引用次数: 0
Evaluation of Reproductive Success of the Olive Ridley Turtle Lepidochelys olivacea (Testudinata: Cheloniidae) Using Different Incubation Treatments 不同孵育处理对榄蠵龟繁殖成功率的影响
IF 0.7 4区 生物学 Q2 Multidisciplinary Pub Date : 2023-04-26 DOI: 10.2984/76.4.4
J.L. Sandoval-Ramírez, E. Solana‐Arellano
Abstract: In nesting areas with extreme climatic conditions, such as high temperatures, it is advisable to use mitigation strategies that counteract these negative effects on the hatching success of sea turtle nests. We evaluated the effect of incubation treatment on hatching success and incubation period for olive ridley turtles Lepidochelys olivacea during the 2019 nesting season in Guerrero, Mexico. Three incubation treatments (T1 = shade & freshwater irrigation; T2 = shade, seawater pre-irrigation, sand covered & freshwater irrigated; T3 = shade, seawater pre-irrigation, covered with a plastic lid & freshwater irrigated) were trialed at two different times during the nesting season. One of our goals was to compare the reproductive success of hatchery nests versus in situ nests, however, in situ nests hatching success was zero. We found that treatments had no effect on hatching success or incubation period, but there were differences in proportions of dead and crushed hatchlings. Clutches incubated in the second relocation period had longer incubation times. However, nest relocation periods had no effect on hatching success, dead hatchlings, or the proportion of crushed hatchlings. Our results also showed that the amount of seawater applied to the holes and the rate of irrigation were not lethal for the incubating eggs, but prolonged the incubation period. These results could help to increase our understanding of sea turtle reproductive success and may serve as a baseline to adapt the spatio-temporal conditions of the hatcheries in other areas with similar environmental conditions.
摘要:在极端气候条件(如高温)的筑巢区,宜采取缓解策略来抵消这些对海龟巢孵化成功率的负面影响。研究了2019年墨西哥格雷罗州橄榄蠵龟产卵季节孵育处理对其孵化成功率和孵育期的影响。三种孵育处理(T1 =遮荫+淡水灌溉;T2 =遮荫、海水预灌、覆沙、淡水灌溉;T3 =遮荫,海水预灌,覆盖塑料盖和淡水灌溉)在筑巢季节的两个不同时间进行试验。我们的目标之一是比较孵化巢和原地巢的繁殖成功率,然而,原地巢的孵化成功率为零。我们发现,处理对孵化成功率和孵化期没有影响,但死亡和破碎的孵化比例有差异。在第二次迁移期间孵育的卵卵孵育时间较长。然而,迁巢时间对孵化成功率、死亡幼体和破碎幼体的比例没有影响。结果还表明,灌水量和灌水量对孵化卵的杀伤作用不大,但能延长孵化期。这些结果有助于提高我们对海龟繁殖成功率的认识,并可作为适应其他环境条件相似地区孵化场时空条件的基准。
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引用次数: 0
Continuous Reproduction Causes Stable Population Structure of Antipatharian-Associated Shrimp Sandyella tricornuta (Decapoda: Palaemonidae) 持续繁殖导致三棱沙蛛种群结构稳定(十足目:Palaemonidae)
IF 0.7 4区 生物学 Q2 Multidisciplinary Pub Date : 2023-04-26 DOI: 10.2984/76.4.5
Ariadna Ávila-García, C. Sánchez, Leonardo Huato-Soberanis, E. Borda, J. Gómez‐Gutiérrez
Abstract: Sandyella tricornuta (Hendrickx, 1990) is a small (<13 mm total length), obligate and highly specific ectosymbiont of the black coral Antipathes galapagensis Deichmann, 1941 with a remarkable morphology and body coloration that resembles black coral polyps. Sandyella tricornuta population structure was investigated to infer the reproductive periods evidenced with ovigerous females from monthly collection at Espíritu Santo Island (April 2009–March 2010) and along a latitudinal gradient of six islands (24–30° N, July 2009) located along the west coast of the Gulf of California, Mexico. A total of 2,899 S. tricornuta individuals were collected from 70 colonies of A. galapagensis with a mean density of 210 inds./m3 per black coral colony. Sea floor temperature of S. tricornuta/A. galapagensis habitat seasonally ranged between 21 and 30°C. Females constituted >60% of the entire S. tricornuta population and >59% of the collected females were ovigerous females, suggesting active reproduction throughout the year and along the latitudinal gradient investigated. Sandyella tricornuta population density and sex ratio was similar throughout the year indicating a seasonally stable population size. Total abundance of S. tricornuta was density independent of black coral colony size and weight indicating that S. tricornuta depends on A. galapagensis, but the black coral colony can grow and develop without S. tricornuta characteristic of a commensalism ectosymbiotic association.
摘要:Sandyella tricornuta(Hendrickx,1990)是一种小型(60%的三角叶夜蛾种群和超过59%的采集雌性是产卵雌性,表明全年和调查的纬度梯度上都有活跃的繁殖。三角叶夜莺种群密度和性别比全年相似,表明种群规模季节稳定ck珊瑚群落的大小和重量表明三角藻依赖于加拉帕戈斯珊瑚,但黑珊瑚群落可以在没有三角藻共生共生共生特征的情况下生长和发育。
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引用次数: 0
Landscape Configuration Influences ‘Ōma‘o (Myadestes obscurus) Song Diversity 景观配置对“Ōma”o (Myadestes obscurus)歌曲多样性的影响
IF 0.7 4区 生物学 Q2 Multidisciplinary Pub Date : 2023-01-25 DOI: 10.2984/76.3.6
N. Fernandez, K. Paxton, E. Paxton, A. Pack, P. Hart
Abstract: Acoustic communication in the form of songs is a learned behavior in oscine that can be passed down from one generation to the next through cultural transmission. Over time songs can change when populations become isolated from one another, creating dialects that are distinct to a population. Habitat fragmentation is an isolating mechanism that can influence differences in songs between populations when there is little to no connectivity between fragments and fragment size can influence diversity of song traits. We characterized and analyzed songs of the ‘ōma‘o (Myadestes obscurus) in a naturally fragmented forest to determine how landscape variables influenced song differences between populations. We chose five fragments of different sizes and isolation to record songs of the ‘ōma‘o. We performed a correlation test to evaluate whether there was a relationship between fragment size and total syllables, and between unique syllables and degree of isolation. We also conducted a Mantel test to determine if geographic distance had an influence on song similarity. Our results indicated that songs from larger fragments tended to have higher syllable diversity, but neither connectivity nor distance was related to the number of unique or shared syllables found within a fragment, respectively. Overall, the results indicated that ‘ōma‘o songs are highly variable at the individual level and that there may be little to no syllable sharing within and among populations.
摘要:歌曲形式的声学传播是一种通过文化传播而代代相传的语言习得行为。随着时间的推移,当人群相互隔离时,歌曲可能会发生变化,从而产生与人群不同的方言。生境破碎化是一种隔离机制,当破碎化之间几乎没有连接时,它会影响种群之间歌曲的差异,而破碎化大小会影响歌曲特征的多样性。我们对自然破碎森林中的“ōma'”(Myadestes obscurus)的歌曲进行了表征和分析,以确定景观变量如何影响种群之间的歌曲差异。我们选择了五个不同大小和孤立的片段来录制“ōma'”的歌曲。我们进行了相关性测试,以评估片段大小与总音节之间以及唯一音节与孤立程度之间是否存在关系。我们还进行了曼特尔测试,以确定地理距离是否对歌曲相似性有影响。我们的结果表明,来自较大片段的歌曲往往具有更高的音节多样性,但连通性和距离分别与片段中发现的唯一或共享音节的数量无关。总体而言,研究结果表明,“ōma'”歌曲在个体层面上变化很大,在群体内部和群体之间可能几乎没有音节共享。
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引用次数: 0
Prioritization of Restoration Needs for Seabirds in the U.S. Tropical Pacific Vulnerable to Climate Change 易受气候变化影响的美国热带太平洋海鸟恢复需求的优先顺序
IF 0.7 4区 生物学 Q2 Multidisciplinary Pub Date : 2023-01-25 DOI: 10.2984/76.3.1
L. Young, E. VanderWerf
Abstract: The U.S. Tropical Pacific (USTP) is a globally important area for seabirds with tens of millions of individuals of 32 species breeding in the region. The two greatest threats to breeding seabirds in the USTP are inundation of colonies caused by global climate change and non-native predators. We assessed the status of seabird species breeding in the USTP and which species would benefit most from restoration activities. We scored each species for nine criteria that reflected their extinction risk and vulnerability to climate change and invasive predators, then summed the scores of all criteria to obtain an overall score and ranked the species in terms of overall conservation need. The top five species at risk (in order) were Hawaiian Petrel (Pterodroma sandwichensis), Newell's Shearwater (Puffinus newelli), Polynesian Storm-Petrel (Nesofregetta fuliginosa), Phoenix Petrel (Pterodroma alba), and Black-footed Albatross (Phoebastria nigripes). We also assessed 86 locations in the USTP as potential source and restoration sites for seabirds to mitigate the impacts of sea level rise and invasive predators. Some restoration actions are underway for three of the top five species in the USTP, but more actions are needed. Two of the top species (Polynesian Storm-petrel and Phoenix Petrel) occur primarily outside the USTP. Actions within the USTP are needed to complement existing conservation measures underway elsewhere in the Pacific and should be prioritized for future management actions.
摘要:美国热带太平洋(USTP)是全球重要的海鸟栖息地,有32种数千万只海鸟在此繁殖。在USTP繁殖海鸟面临的两个最大威胁是全球气候变化造成的栖息地淹没和非本地捕食者。我们评估了USTP海鸟物种的繁殖状况,以及哪些物种将从恢复活动中获益最多。我们对每个物种的灭绝风险、对气候变化和入侵掠食者的脆弱性进行了9项评分,然后将所有标准的得分相加得到总分,并根据总体保护需求对物种进行排名。排名前五的濒危物种依次是夏威夷海燕(Pterodroma tanhensis)、纽埃尔海鸥(Puffinus newelli)、波利尼西亚风暴海燕(Nesofregetta fuliginosa)、凤凰海燕(Pterodroma alba)和黑脚信天翁(phoebastia nigripes)。我们还评估了USTP中的86个地点作为海鸟的潜在来源和恢复地点,以减轻海平面上升和入侵掠食者的影响。在USTP中排名前五的物种中,有三种正在进行一些恢复行动,但需要采取更多的行动。两种顶级物种(波利尼西亚风暴海燕和凤凰海燕)主要出现在USTP之外。需要在USTP内采取行动,以补充太平洋其他地方正在采取的现有保护措施,并应优先考虑未来的管理行动。
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引用次数: 0
A Third Pond on the Mauna Kea Summit Plateau 莫纳克亚山顶高原上的第三个池塘
IF 0.7 4区 生物学 Q2 Multidisciplinary Pub Date : 2023-01-25 DOI: 10.2984/76.3.3
N. Schorghofer, M. Leopold, F. Klasner
Abstract: Few ponds are found in the permeable volcanic landscape of Hawaii. After Hurricane Lane passed close to Hawaii Island in August 2018, causing record rainfalls, a pond temporarily emerged on the Mauna Kea summit plateau that had never been reported before. We characterize the pond using satellite observations and electrical resistivity tomography. The shallow pond is located on glacial till 3,594 m a.s.l., and was visible for less than 1 week. The geophysical survey, carried out 10 months after the pond's appearance and disappearance, revealed a layer of low electrical resistivity at depths of about 1–3 m below the surface, which, based on laboratory analysis, likely represents a perennial body of water well protected from evaporation. The existence of a third pond, in addition to Lake Waiau and Pu‘upōhaku Pond, in the previously glaciated area suggests perching layers are not uncommon. Montmorillonite, a 3-layer shrink-swell clay that can help to perch water, was identified in the Lake Waiau area. Mineral analysis on surface samples of the third pond did not reveal such a clay mineral.
摘要:在夏威夷可渗透的火山景观中,很少发现池塘。2018年8月,飓风莱恩在夏威夷岛附近经过,造成了创纪录的降雨量,之后,毛纳基亚山顶高原上暂时出现了一个从未有过报道的池塘。我们使用卫星观测和电阻率层析成像对池塘进行了表征。浅水池位于冰川上,直到海拔3594米,可见时间不到1周。在池塘出现和消失10个月后进行的地球物理调查显示,在地表以下约1-3米的深处有一层低电阻率,根据实验室分析,这可能代表了一个常年存在的水体,可以很好地防止蒸发。除了Waiau湖和Pu'upōhaku池塘外,在以前的冰川地区还存在第三个池塘,这表明栖息层并不罕见。蒙脱石是一种三层收缩膨胀粘土,可以帮助栖息在水中,在瓦约湖地区被发现。对第三个池塘表面样本的矿物分析没有发现这种粘土矿物。
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引用次数: 1
Lake Tagimaucia Montane Lake as a Potential Late Holocene Environmental Archive in Fiji's Volcanic Highlands 塔吉穆西亚-蒙坦湖是斐济火山高地潜在的全新世晚期环境档案
IF 0.7 4区 生物学 Q2 Multidisciplinary Pub Date : 2023-01-25 DOI: 10.2984/76.3.4
J. Terry, Kunal Singh, M. McKeown
Abstract: Lake Tagimaucia, a montane volcanic lake on Taveuni Island, is Fiji's only high-elevation lake. This study examined a lacustrine sediment core to explore the lake's potential as a palaeoenvironmental archive through the Late Holocene. Dating reveals no simple age–depth relationship due to sediment age-reversals. However, phases of fire activity are evidenced by two distinct charcoal bands. Catchment burns were probably related to significant ENSO-driven drought, although fire ignition by volcanic eruptions on Taveuni cannot be ruled out. Above the dominant charcoal band, the sediment profile exhibits notable positive shifts in organic matter, bulk density, δ13C, and C:N ratio. These peaks suggest a phase of accelerated catchment erosion, possibly triggered by post-burn instability. We introduce a conceptual model to explain the influence of sedge peat swamps on lake sedimentation processes. Surrounding sedge-dominated peatlands have extensively encroached Lake Tagimaucia. Floating peat mats, gradually accumulating through time, act as a repository of organic material that is stored directly on the lake surface. Episodes of drought and fire release old organics directly into the lake itself, probably contributing to the complex chronological sequence in the Late Holocene stratigraphy.
摘要:塔吉穆西亚湖是斐济唯一的高海拔湖泊,位于塔韦尼岛上的一个山地火山湖。这项研究检查了一个湖泊沉积物岩心,以探索该湖在全新世晚期作为古环境档案的潜力。由于沉积年龄的逆转,测年并没有揭示出简单的年龄-深度关系。然而,两个不同的木炭带证明了火灾活动的阶段。集水区烧伤可能与ENSO引发的严重干旱有关,尽管不能排除塔韦尼火山爆发引发的火灾。在主要炭带之上,沉积物剖面在有机质、堆积密度、δ13C和C:N比方面表现出显著的正变化。这些峰值表明集水区侵蚀加速,可能是由燃烧后的不稳定性引发的。我们引入了一个概念模型来解释莎草泥炭沼泽对湖泊沉积过程的影响。周围以莎草为主的泥炭地已经广泛侵占了塔吉穆西亚湖。随着时间的推移,漂浮的泥炭垫逐渐积累,成为直接储存在湖面上的有机物质的储存库。干旱和火灾的爆发将古老的有机物直接释放到湖泊中,这可能是全新世晚期地层中复杂的时间序列的原因之一。
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引用次数: 0
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