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Riparian Forests and Macroinvertebrates Support Multiple Ecosystem Processes Across Temperate and Tropical Streams. 河岸森林和大型无脊椎动物支持温带和热带河流的多种生态系统过程。
IF 3.3 2区 环境科学与生态学 Q2 ECOLOGY Pub Date : 2026-01-01 Epub Date: 2025-11-10 DOI: 10.1007/s10021-025-01024-0
Rebecca Oester, Paula M de Omena, Larissa Corteletti da Costa, Marcelo S Moretti, Florian Altermatt, Andreas Bruder

Ecosystems are interconnected, and ecological processes frequently transcend the physical boundaries that define them. Fluxes of energy, matter, and organisms not only form important ecosystem processes within but also between ecosystems. However, the role of biological drivers in simultaneously supporting multiple ecosystem processes at the interface between aquatic and terrestrial ecosystems (that is, aquatic-terrestrial ecosystem processes) remains poorly understood, both locally and across regions. To assess the relative importance of riparian forests, detritus consumers and leaf litter mixing on different ecosystem processes of freshwater detrital food webs, we used leaf litter bags to subsidise local terrestrial leaf litter to forested and non-forested headwater stream sites in a temperate and tropical region. We also manipulated macroinvertebrate access and the composition of leaf litter mixtures. We measured three key aquatic-terrestrial ecosystem processes: biomass accrual of aquatic fungi, nitrogen loss, and decomposition rates of local leaf litter. Across both temperate and tropical streams, ecosystem multifunctionality, that is, the simultaneous sustaining of these processes, was positively associated with macroinvertebrates and riparian forests but not with leaf litter mixing. Especially leaf litter nitrogen loss and decomposition rates were consistently higher when macroinvertebrates had access across all leaf litter species. Decomposition rates were also positively associated with the other ecosystem processes. These findings highlight consistent, cross-regional effects of riparian forests and macroinvertebrate detritivores on freshwater detrital food webs. In a rapidly changing world, understanding ecosystem processes in headwater streams demands a holistic view that transcends ecosystem borders and incorporates cross-ecosystem interactions.

Supplementary information: The online version contains supplementary material available at 10.1007/s10021-025-01024-0.

生态系统是相互联系的,生态过程经常超越定义它们的物理边界。能量、物质和生物体的流动不仅在生态系统内部,而且在生态系统之间形成重要的生态系统过程。然而,生物驱动因素在同时支持水生和陆地生态系统界面上的多个生态系统过程(即水生-陆地生态系统过程)中的作用,在当地和跨区域仍然知之甚少。为了评估河岸森林、碎屑消费者和凋落叶混合在不同淡水碎屑食物网生态系统过程中的相对重要性,我们在温带和热带地区使用凋落叶袋补贴当地陆地凋落叶到森林和非森林的源头。我们还控制了大型无脊椎动物的取取量和凋落叶混合物的组成。我们测量了三个关键的水生陆地生态系统过程:水生真菌的生物量积累、氮的损失和当地凋落叶的分解率。在温带和热带河流中,生态系统的多功能性,即这些过程的同时维持,与大型无脊椎动物和河岸森林呈正相关,而与凋落叶混合无关。特别是当大型无脊椎动物进入凋落叶时,凋落叶氮的损失率和分解率始终较高。分解速率也与其他生态系统过程呈正相关。这些发现强调了河岸森林和大型无脊椎动物对淡水碎屑食物网的一致的跨区域影响。在一个快速变化的世界中,理解源头溪流的生态系统过程需要一个超越生态系统边界的整体观点,并纳入跨生态系统的相互作用。补充资料:在线版本提供补充资料,网址为10.1007/s10021-025-01024-0。
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引用次数: 0
Synthesizing Spectral and Field Observations of Post-fire Conifer Recovery in Dry Conifer Forests. 干旱区针叶林火灾后针叶林恢复的光谱综合与野外观测。
IF 3.3 2区 环境科学与生态学 Q2 ECOLOGY Pub Date : 2026-01-01 Epub Date: 2025-12-08 DOI: 10.1007/s10021-025-01029-9
Sarah M Smith-Tripp, Nicholas C Coops, Joe Meyer, Joanne C White, Sarah Gergel, Jodi Axelson, Dominik Roeser

The coniferous forests of the Western Cordillera are particularly affected by recent increases in wildfire extent and severity. After fire, conifer establishment and growth rates are influenced by a wide range of ecological drivers. Understanding the relative influence of ecological drivers on conifer recovery is crucial when modeling landscape dynamics. Past research has examined a wide variety of ecological drivers; however, syntheses of these drivers are rare. This systematic review focuses on forest recovery pathways, which have distinct variability in spatial and temporal measures of conifer establishment and growth. From studies examined, we extracted whether the study identified a recovery pathway and whether field or satellite spectral methods were used. Spectral methods were the most common method to determine the 84 extracted pathways. Among pathways identified, conifer self-replacement was the most common, but the second most common was state change, wherein the forest transitions in landcover type. We also investigated how recovery varied relative to different ecological drivers. Among the > 1000 drivers considered, pre-fire composition and post-fire moisture had consistent positive associations with all recovery metrics, while the association with other drivers varied by metric (stem density versus composition) and/or method (field versus spectral). Our review outlines key gaps for future research, including (1) the accuracy of spectral monitoring to capture structural growth trends, such as stem densities over time, and (2) how the effects of ecological drivers vary across scales, such as post-fire shrub cover at local versus landscape levels. Overall, fusing spectral and field data across spatiotemporal scales improves our understanding of post-wildfire recovery and dynamics, as well as our ability to anticipate the impacts of changing climate and wildfire conditions on recovering forests.

Supplementary information: The online version contains supplementary material available at 10.1007/s10021-025-01029-9.

西部科迪勒拉的针叶林尤其受到最近野火范围和严重程度增加的影响。火灾发生后,针叶林的建立和生长速度受到多种生态因素的影响。在模拟景观动态时,了解生态驱动因素对针叶树恢复的相对影响至关重要。过去的研究考察了各种各样的生态驱动因素;然而,这些驱动因素的合成是罕见的。本文系统回顾了森林恢复途径,这些途径在针叶树建立和生长的时空尺度上具有明显的变异性。从所检查的研究中,我们提取了研究是否确定了恢复途径以及是否使用了现场或卫星光谱方法。光谱法是确定84条提取路径的最常用方法。在已确定的途径中,针叶树的自我替代最为常见,其次是状态变化,即森林在土地覆盖类型上的转变。我们还研究了不同生态驱动因素对恢复的影响。在考虑的bbb1000驱动因素中,火灾前成分和火灾后湿度与所有恢复指标具有一致的正相关,而与其他驱动因素的关联因度量(茎密度与成分)和/或方法(田间与光谱)而异。我们的综述概述了未来研究的关键空白,包括:(1)光谱监测的准确性,以捕捉结构生长趋势,如茎密度随时间的变化;(2)生态驱动因素的影响如何在不同尺度上变化,如火灾后当地与景观水平的灌木覆盖。总体而言,跨时空尺度融合光谱和野外数据可以提高我们对野火后恢复和动态的理解,以及我们预测气候变化和野火条件对森林恢复的影响的能力。补充资料:在线版本提供补充资料,网址为10.1007/s10021-025-01029-9。
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引用次数: 0
Mapping the Spatial Heterogeneity of Watershed Ecosystems and Water Quality in Rainforest Fjordlands. 热带雨林峡湾流域生态系统与水质的空间异质性
IF 3.4 2区 环境科学与生态学 Q2 ECOLOGY Pub Date : 2025-01-01 Epub Date: 2025-03-31 DOI: 10.1007/s10021-025-00964-x
Ian J W Giesbrecht, Ken P Lertzman, Suzanne E Tank, G W Frazer, Kyra A St Pierre, Santiago Gonzalez Arriola, Isabelle Desmarais, Emily Haughton

Small coastal watersheds (< 10,000 km2) can play a large role in forming biogeochemical linkages between land and sea, yet the spatial heterogeneity of small watershed ecosystems is poorly understood due to sparse observations in many regions. In this study, we examined the spatial heterogeneity of water quality exported from diverse watersheds in two rainforest fjordland complexes. Samples were collected about monthly for a year from the outlets of 56 watersheds spanning from high mountains to low islands. Many (20) water quality properties varied significantly across six previously established watershed types defined by 12 easily computed geospatial variables. For example, organic matter concentrations ranged from very low in a Glacierized Mountains watershed type (1.2 ± 0.1 mg L-1 DOC; 28.5 ± 4.6 µg L-1 DON) to very high (15.1 ± 1.0 mg L-1 DOC; 215.6 ± 20.4 µg L-1 DON) in a Rain Lowlands type. Along this gradient, the dominant form of dissolved nitrogen switched from inorganic to organic and the dominant form of phosphorous switched from particulate to dissolved. Watershed type alone explained 67% of the variance in the first principal component of water quality (PC1) representing 20 water properties. Although underlying causes were likely complex, a great deal of spatial variation in water quality (for example, 91% of PC1) was predicted by simple measures of topography and climate (for example, elevation and mean annual precipitation). The physiographic structure of the coastal land mass appears to enable a complex mosaic of watershed ecosystems, which may affect meta-ecosystem function at the coastal margin.

Supplementary information: The online version contains supplementary material available at 10.1007/s10021-025-00964-x.

沿海小流域(2)可以在形成陆地和海洋之间的生物地球化学联系方面发挥重要作用,但由于在许多地区观测较少,对小流域生态系统的空间异质性知之甚少。在这项研究中,我们研究了两个热带雨林峡湾复合地不同流域输出的水质的空间异质性。从高山到低洼岛屿的56个流域的出水口采集样本,为期一年,每月一次。许多水质属性在6种先前建立的流域类型之间存在显著差异,这些流域类型由12个易于计算的地理空间变量定义。例如,冰川化山脉流域类型的有机质浓度非常低(1.2±0.1 mg L-1 DOC);28.5±4.6µg l - 1)不很高(15.1±1.0毫克l - 1医生;215.6±20.4µg L-1 DON)在Rain Lowlands类型。沿着这个梯度,溶解态氮的主要形态从无机态转变为有机态,磷的主要形态从颗粒态转变为溶解态。仅流域类型就解释了代表20种水性质的水质第一主成分(PC1)的67%的方差。虽然潜在的原因可能很复杂,但通过简单的地形和气候测量(例如海拔和年平均降水量)可以预测水质的大量空间变化(例如PC1的91%)。沿海陆块的地理结构似乎使流域生态系统的复杂镶嵌成为可能,这可能会影响沿海边缘的元生态系统功能。补充资料:在线版本包含补充资料,提供地址为10.1007/s10021-025-00964-x。
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引用次数: 0
Linking Fire, Food Webs, and Fish in Stream Ecosystems. 河流生态系统中火、食物网和鱼的联系。
IF 3.4 2区 环境科学与生态学 Q2 ECOLOGY Pub Date : 2025-01-01 Epub Date: 2025-01-03 DOI: 10.1007/s10021-024-00955-4
David A Roon, J Ryan Bellmore, Joseph R Benjamin, François-Nicolas Robinne, Rebecca L Flitcroft, Jana E Compton, Joseph L Ebersole, Jason B Dunham, Kevin D Bladon

As wildfire regimes shift, resource managers are concerned about potential threats to aquatic ecosystems and the species they support, especially fishes. However, predicting fish responses can be challenging because wildfires affect aquatic ecosystems via multiple pathways. Application of whole-ecosystem approaches, such as food web modeling, can act as heuristic tools that offer valuable insights that account for these different mechanisms. We applied a dynamic food web simulation model that mechanistically linked stream trophic dynamics to the myriad effects that wildfires can have on aquatic and riparian ecosystems at a local stream reach-scale. We simulated how wildfires of different severity may influence short- (months to years) and long-term (years to decades) periphyton, aquatic invertebrate, and fish biomass dynamics in forested headwater streams of the western Pacific Northwest (USA). In many cases, wildfire increased modeled periphyton, invertebrate, and fish biomass over both short- and long-time periods. However, modeled responses varied extensively in their direction (that is, positive or negative), magnitude, and duration depending on fire severity, time since fire, and trophic level. The shapes of these response trajectories were especially sensitive to predicted wildfire effects on water temperature, canopy cover, riparian shading, and instream turbidity. Model simulations suggest a single fire could result in a wide range of aquatic ecosystem responses, especially in watersheds with mixed burn severity. Our analysis highlights the utility of whole-ecosystem approaches, like food web modeling, as heuristic tools for improving our understanding of the mechanisms linking fire, food webs, and fish and for identifying contexts where fires could have deleterious impacts on fishes.

Supplementary information: The online version contains supplementary material available at 10.1007/s10021-024-00955-4.

随着野火制度的转变,资源管理者担心水生生态系统及其所支持的物种,特别是鱼类面临潜在威胁。然而,预测鱼类的反应可能具有挑战性,因为野火通过多种途径影响水生生态系统。整个生态系统方法的应用,如食物网建模,可以作为启发式工具,为解释这些不同的机制提供有价值的见解。我们应用了一个动态食物网模拟模型,该模型将河流营养动力学与野火对当地河流流域水生和河岸生态系统的无数影响机械地联系起来。我们模拟了不同严重程度的野火如何影响西太平洋西北地区森林源溪流中短期(数月至数年)和长期(数年至数十年)的外围植物、水生无脊椎动物和鱼类生物量动态。在许多情况下,野火在短期和长期内都增加了模拟的水生动物、无脊椎动物和鱼类的生物量。然而,根据火灾的严重程度、火灾后的时间和营养水平,模拟的响应在方向(即积极或消极)、强度和持续时间上差异很大。这些响应轨迹的形状对预测的野火对水温、冠层盖度、河岸遮阳和河流浑浊度的影响尤其敏感。模型模拟表明,一次火灾可能导致广泛的水生生态系统反应,特别是在烧伤严重程度混合的流域。我们的分析强调了整个生态系统方法的实用性,如食物网建模,作为启发式工具,可以提高我们对火灾、食物网和鱼类之间联系机制的理解,并确定火灾可能对鱼类产生有害影响的环境。补充资料:在线版本包含补充资料,下载地址:10.1007/s10021-024-00955-4。
{"title":"Linking Fire, Food Webs, and Fish in Stream Ecosystems.","authors":"David A Roon, J Ryan Bellmore, Joseph R Benjamin, François-Nicolas Robinne, Rebecca L Flitcroft, Jana E Compton, Joseph L Ebersole, Jason B Dunham, Kevin D Bladon","doi":"10.1007/s10021-024-00955-4","DOIUrl":"10.1007/s10021-024-00955-4","url":null,"abstract":"<p><p>As wildfire regimes shift, resource managers are concerned about potential threats to aquatic ecosystems and the species they support, especially fishes. However, predicting fish responses can be challenging because wildfires affect aquatic ecosystems via multiple pathways. Application of whole-ecosystem approaches, such as food web modeling, can act as heuristic tools that offer valuable insights that account for these different mechanisms. We applied a dynamic food web simulation model that mechanistically linked stream trophic dynamics to the myriad effects that wildfires can have on aquatic and riparian ecosystems at a local stream reach-scale. We simulated how wildfires of different severity may influence short- (months to years) and long-term (years to decades) periphyton, aquatic invertebrate, and fish biomass dynamics in forested headwater streams of the western Pacific Northwest (USA). In many cases, wildfire increased modeled periphyton, invertebrate, and fish biomass over both short- and long-time periods. However, modeled responses varied extensively in their direction (that is, positive or negative), magnitude, and duration depending on fire severity, time since fire, and trophic level. The shapes of these response trajectories were especially sensitive to predicted wildfire effects on water temperature, canopy cover, riparian shading, and instream turbidity. Model simulations suggest a single fire could result in a wide range of aquatic ecosystem responses, especially in watersheds with mixed burn severity. Our analysis highlights the utility of whole-ecosystem approaches, like food web modeling, as heuristic tools for improving our understanding of the mechanisms linking fire, food webs, and fish and for identifying contexts where fires could have deleterious impacts on fishes.</p><p><strong>Supplementary information: </strong>The online version contains supplementary material available at 10.1007/s10021-024-00955-4.</p>","PeriodicalId":11406,"journal":{"name":"Ecosystems","volume":"28 1","pages":"1"},"PeriodicalIF":3.4,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11698785/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142930958","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Fifty-Year Trends Reveal Reversal from Recovery to Re-eutrophication and Reinforced Anoxia in a Managed Mountain Lake. 五十年来的趋势揭示了从恢复到再富营养化和强化缺氧的逆转。
IF 3.3 2区 环境科学与生态学 Q2 ECOLOGY Pub Date : 2025-01-01 Epub Date: 2025-08-29 DOI: 10.1007/s10021-025-01003-5
Eric Weniger, Ruben Sommaruga

Anoxia in lakes has intensified in recent decades, threatening ecosystem functioning. Yet, the mechanisms driving long-term trends in anoxia intensity and duration are complex, especially in managed ecosystems, where field data are limited. Using a 50-year dataset from a lake affected by both eutrophication and restoration measures, we examined annual oxygen dynamics, assessing the effect of external drivers, such as climate warming and hypolimnetic withdrawal effectiveness, and of in-lake processes influencing anoxia. Breakpoint analysis revealed a major ecosystem regime shift around 1996, reversing the earlier recovery trend. Between 1972 and 1996, both the anoxic factor and hypolimnetic total phosphorus concentrations declined, but both rose significantly afterward, with phosphorus concentrations eventually exceeding pre-restoration levels, despite declining watershed inputs. This reversal coincided with a marked increase in thermal stratification duration, which likely intensified deoxygenation by limiting oxygen renewal in the hypolimnion. Our results also show that higher anoxia levels in 1 year significantly reinforced anoxia in the following year, suggesting a self-sustaining feedback mechanism. In addition, our results provide evidence that anaerobic mineralization is important to this feedback, accumulating reduced compounds that further enhance deoxygenation. Despite management efforts, the intensification of internal phosphorus loading and the accumulation of reduced substances have progressively diminished the effectiveness of the cost-effective hypolimnetic withdrawal system implemented since 1970. Our findings demonstrate how the emergence of reinforcing feedbacks, linking oxygen depletion, internal phosphorus release, and climate-driven stratification, can undermine traditional restoration strategies. This highlights the urgent need for adaptive management that explicitly addresses these interacting mechanisms among oxygen dynamics, nutrient cycling, and climate warming.

Supplementary information: The online version contains supplementary material available at 10.1007/s10021-025-01003-5.

近几十年来,湖泊缺氧加剧,威胁着生态系统的功能。然而,驱动缺氧强度和持续时间长期趋势的机制是复杂的,特别是在现场数据有限的管理生态系统中。利用受富营养化和恢复措施影响的湖泊的50年数据集,研究了湖泊的年氧动态,评估了外部驱动因素的影响,如气候变暖和低通量退出有效性,以及影响缺氧的湖内过程。断点分析显示,1996年前后发生了重大的生态系统变化,扭转了早期的恢复趋势。1972 - 1996年间,缺氧因子和低代谢总磷浓度均呈下降趋势,但恢复后均显著上升,尽管流域投入减少,但磷浓度最终超过恢复前水平。这种逆转与热分层持续时间的显著增加相一致,这可能通过限制低磷离子中的氧更新而加强了脱氧。我们的研究结果还表明,1年内较高的缺氧水平显著增强了次年的缺氧,表明存在自我维持的反馈机制。此外,我们的研究结果提供了厌氧矿化对这种反馈很重要的证据,积累了进一步增强脱氧的还原化合物。尽管进行了管理努力,但内部磷负荷的加剧和还原物质的积累逐渐降低了自1970年以来实施的具有成本效益的低代谢回收系统的有效性。我们的研究结果表明,强化反馈的出现,将氧气消耗、内部磷释放和气候驱动的分层联系起来,如何破坏传统的恢复策略。这突出了迫切需要适应性管理,明确解决这些相互作用机制之间的氧动力学,养分循环和气候变暖。补充资料:在线版本包含补充资料,下载地址:10.1007/s10021-025-01003-5。
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引用次数: 0
Controls over Fire Characteristics in Siberian Larch Forests 西伯利亚落叶松森林火灾特征的控制因素
IF 3.7 2区 环境科学与生态学 Q2 ECOLOGY Pub Date : 2024-09-11 DOI: 10.1007/s10021-024-00927-8
Elizabeth E. Webb, Heather D. Alexander, Michael M. Loranty, Anna C. Talucci, Jeremy W. Lichstein

Fire is the major forest disturbance in Siberian larch (Larix spp.) ecosystems, which occupy 20% of the boreal forest biome and are underlain by large, temperature-protected stocks of soil carbon. Fire is necessary for the persistence of larch forests, but fire can also alter forest stand composition and structure, with important implications for permafrost and carbon and albedo climate feedbacks. Long-term records show that burned area has increased in Siberian larch forests over the past several decades, and extreme climate conditions in recent years have led to record burned areas. Such increases in burn area have the potential to restructure larch ecosystems, yet the fire regime in this remote region is not well understood. Here, we investigated how landscape position, geographic climate variation, and interannual climate variability from 2001 to 2020 affected total burn area, the number of fires, and fire size in Siberian larch forests. The number of fires was positively correlated with metrics of drought (for example, vapor pressure deficit), while fire size was negatively correlated with precipitation in the previous year. Spatial variation in fire size was primarily controlled by landscape position, with larger fires occurring in relatively flat, low-elevation areas with high levels of soil organic carbon. Given that climate change is increasing both vapor pressure deficit and precipitation across the region, our results suggest that future climate change could result in more but smaller fires. Additionally, increasing variability in precipitation could lead to unprecedented extremes in fire size, with future burned area dependent on the magnitude and timing of concurrent increases in temperature and precipitation.

火灾是西伯利亚落叶松(Larix spp.)生态系统的主要森林干扰因素,该生态系统占北方森林生物群落的 20%,其下有大量受温度保护的土壤碳储量。火灾是落叶松森林持续存在的必要条件,但火灾也会改变林分组成和结构,对永久冻土、碳和反照率气候反馈产生重要影响。长期记录显示,在过去几十年里,西伯利亚落叶松林的燃烧面积有所增加,近年来的极端气候条件导致燃烧面积创下了新高。燃烧面积的增加有可能重构落叶松生态系统,但人们对这一偏远地区的火灾机制还不甚了解。在此,我们研究了 2001 年至 2020 年期间景观位置、地理气候变异和年际气候变异如何影响西伯利亚落叶松林的总燃烧面积、火灾次数和火灾规模。火灾次数与干旱指标(如水汽压差)呈正相关,而火灾规模与前一年的降水量呈负相关。火灾规模的空间变化主要受地貌位置的控制,较大的火灾发生在相对平坦、土壤有机碳含量高的低海拔地区。鉴于气候变化正在增加整个地区的水汽压差和降水量,我们的研究结果表明,未来的气候变化可能会导致更多但更小的火灾。此外,降水量变化的增加可能导致火灾规模出现前所未有的极端情况,未来的燃烧面积取决于气温和降水量同时增加的幅度和时间。
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引用次数: 0
From Rangelands to Cropland, Land-Use Change and Its Impact on Soil Organic Carbon Variables in a Peruvian Andean Highlands: A Machine Learning Modeling Approach 秘鲁安第斯高地从牧场到耕地的土地利用变化及其对土壤有机碳变量的影响:机器学习建模方法
IF 3.7 2区 环境科学与生态学 Q2 ECOLOGY Pub Date : 2024-09-09 DOI: 10.1007/s10021-024-00928-7
Mariella Carbajal, David A. Ramírez, Cecilia Turin, Sean M. Schaeffer, Julie Konkel, Johan Ninanya, Javier Rinza, Felipe De Mendiburu, Percy Zorogastua, Liliana Villaorduña, Roberto Quiroz

Andean highland soils contain significant quantities of soil organic carbon (SOC); however, more efforts still need to be made to understand the processes behind the accumulation and persistence of SOC and its fractions. This study modeled SOC variables—SOC, refractory SOC (RSOC), and the 13C isotope composition of SOC (δ13CSOC)—using machine learning (ML) algorithms in the Central Andean Highlands of Peru, where grasslands and wetlands (“bofedales”) dominate the landscape surrounded by Junin National Reserve. A total of 198 soil samples (0.3 m depth) were collected to assess SOC variables. Four ML algorithms—random forest (RF), support vector machine (SVM), artificial neural networks (ANNs), and eXtreme gradient boosting (XGB)—were used to model SOC variables using remote sensing data, land-use and land-cover (LULC, nine categories), climate topography, and sampled physical–chemical soil variables. RF was the best algorithm for SOC and δ13CSOC prediction, whereas ANN was the best to model RSOC. “Bofedales” showed 2–3 times greater SOC (11.2 ± 1.60%) and RSOC (1.10 ± 0.23%) and more depleted δ13CSOC (− 27.0 ± 0.44 ‰) than other LULC, which reflects high C persistent, turnover rates, and plant productivity. This highlights the importance of “bofedales” as SOC reservoirs. LULC and vegetation indices close to the near-infrared bands were the most critical environmental predictors to model C variables SOC and δ13CSOC. In contrast, climatic indices were more important environmental predictors for RSOC. This study’s outcomes suggest the potential of ML methods, with a particular emphasis on RF, for mapping SOC and its fractions in the Andean highlands.

安第斯高原土壤含有大量的土壤有机碳(SOC);然而,要了解 SOC 及其组分的积累和持久性背后的过程,仍需付出更多努力。本研究利用机器学习(ML)算法,在秘鲁中安第斯高地模拟了 SOC 变量--SOC、难溶解 SOC(RSOC)和 SOC 的 13C 同位素组成(δ13CSOC)。为评估 SOC 变量,共采集了 198 个土壤样本(0.3 米深)。利用遥感数据、土地利用和土地覆盖(LULC,九个类别)、气候地形以及取样的物理化学土壤变量,使用四种 ML 算法--随机森林(RF)、支持向量机(SVM)、人工神经网络(ANN)和极端梯度提升(XGB)--对 SOC 变量进行建模。RF 是预测 SOC 和 δ13CSOC 的最佳算法,而 ANN 则是模拟 RSOC 的最佳算法。与其他 LULC 相比,"Bofedales "的 SOC(11.2 ± 1.60%)和 RSOC(1.10 ± 0.23%)高出 2-3 倍,δ13CSOC(- 27.0 ± 0.44 ‰)更贫化,这反映了高碳持久性、高周转率和高植物生产力。这凸显了 "bofedales "作为 SOC 储库的重要性。接近近红外波段的土地利用、土地利用变化和植被指数是模拟 C 变量 SOC 和 δ13CSOC 的最关键环境预测因子。相比之下,气候指数是 RSOC 更重要的环境预测因子。这项研究的结果表明,以射频为重点的 ML 方法在绘制安第斯高地的 SOC 及其组分图方面具有潜力。
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引用次数: 0
How Much Soil Carbon is Derived from Woody Detritus? A Ten-Year Study of 13C Incorporation into Soil Organic Matter 有多少土壤碳来自木质碎屑?13C 融入土壤有机物质的十年研究
IF 3.7 2区 环境科学与生态学 Q2 ECOLOGY Pub Date : 2024-09-04 DOI: 10.1007/s10021-024-00926-9
Timothy J. Fahey, Alexis K. Heinz, Rachel Mathisson, Catherine Fahey, Joseph B. Yavitt

The importance of woody detritus as a source of soil organic matter is not well constrained. We quantified the recovery of 13C derived from isotopic-enriched sugar maple wood in various C fractions of two temperate forest soils in central New York, USA. Decay rates of small woody debris were quite rapid (k = 0.362 to 0.477 per year) and after 10 years less than 1% of the original wood mass remained in incubation bags. After six years we recovered only 0.26% (± 0.025) of the added 13C in the upper 5 cm of underlying soil. After 10 years this recovery declined to 0.11% (± 0.020) indicating substantial lability of retained SOC; most of this decline occurred from year 6 to 8 in the 1–5 cm depth increment, suggesting that the residue was quite stable at 10 years. The largest fraction of 13C was recovered in microaggregates (45%), especially those occluded within macroaggregates (30%), with a smaller proportion associated with the silt + clay fraction (20%). These proportions did not change significantly from year 6 to 10. Faster decay and higher 13C recovery were coincident with abundant saproxylic invertebrates from Scarabaeidae at one of the sites. We conclude that small woody debris is a minor source of stable SOC in these temperate forests (that is, less than 1% of annual SOC accumulation).

木质碎屑作为土壤有机质来源的重要性还没有得到很好的证实。我们对美国纽约中部两片温带森林土壤中各种碳组分中同位素富集的糖枫木所产生的 13C 的恢复情况进行了量化。小型木质碎屑的衰减速度非常快(k = 0.362 到 0.477/年),10 年后,留在培养袋中的原始木材质量不到 1%。6 年后,我们在下层土壤上部 5 厘米处仅回收了 0.26% (± 0.025)的添加 13C。10 年后,这一回收率下降到 0.11%(± 0.020),表明保留的 SOC 很不稳定;大部分下降发生在第 6 年至第 8 年的 1-5 厘米深度增量中,表明残留物在 10 年后相当稳定。13C 的最大部分是在微团聚体(45%)中回收的,尤其是那些被大团聚体(30%)包裹的微团聚体,与粉土和粘土部分相关的比例较小(20%)。从第 6 年到第 10 年,这些比例没有明显变化。在其中一个地点,腐烂速度更快、13C 回收率更高,这与猩红蝶科的大量吸食无脊椎动物相吻合。我们的结论是,在这些温带森林中,小型木质碎屑是稳定 SOC 的一个次要来源(即不到 SOC 年累积量的 1%)。
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引用次数: 0
Post-fire Recovery Dynamics and Resilience of Ecosystem Services Capacity in Mediterranean-Type Ecosystems 地中海型生态系统的火灾后恢复动态和生态系统服务能力的复原力
IF 3.7 2区 环境科学与生态学 Q2 ECOLOGY Pub Date : 2024-09-03 DOI: 10.1007/s10021-024-00924-x
Philip K. Roche, C. Sylvie Campagne, Anne Ganteaume

Ecosystem services (ES) in Mediterranean regions are critically affected by forest fires, which pose significant threats to human reliance on these services. This study delves into the post-fire dynamics of ES, emphasising the distinct recovery processes in seeders dominated and resprouters dominated systems. By integrating an ecosystem service capacity matrix with transition matrices, we analysed the temporal recovery patterns of ES after fire disturbances under conditions corresponding to southern France Mediterranean-Type Ecosystems. In seeders dominated environments, recovery is gradual, with services like carbon sequestration and soil quality taking up to 87 years to regain 90% of their capacity post-high-intensity fires. Conversely, resprouters dominated systems show rapid regrowth, with carbon sequestration recovering in as little as 23 years following similar disturbances. Our findings highlight the variable recovery timelines across different ES. Pollination and wild plants display remarkable resilience, with recovery times not exceeding 2 years regardless of fire severity. However, provisioning services such as game provision exhibit lower resilience, requiring up to 67 years for recovery. Cultural services, reflecting emblematic and symbolic values, demonstrate greater resilience, with recovery spanning 3 to 51 years. This study underscores the importance of understanding vegetation types and succession patterns in predicting ES recovery post-fire, offering insights into ecosystem recovery and resilience in fire-prone Mediterranean landscapes.

地中海地区的生态系统服务(ES)受到森林火灾的严重影响,这对人类对这些服务的依赖构成了重大威胁。本研究深入探讨了火灾后生态系统服务的动态变化,强调了播种者占主导地位的系统和重生者占主导地位的系统的不同恢复过程。通过将生态系统服务能力矩阵与过渡矩阵相结合,我们分析了火灾扰动后生态系统服务的时间恢复模式,其条件与法国南部地中海型生态系统一致。在播种者占主导地位的环境中,恢复是渐进的,碳固存和土壤质量等服务需要长达 87 年的时间才能在高强度火灾后恢复其 90% 的能力。相反,以再生植被为主的系统则恢复迅速,在受到类似干扰后,碳固存在短短 23 年内就能恢复。我们的研究结果凸显了不同 ES 的恢复时间表各不相同。授粉和野生植物显示出显著的恢复能力,无论火灾严重程度如何,恢复时间都不超过 2 年。然而,野味供应等供应服务的恢复能力较低,需要长达 67 年的时间才能恢复。反映标志性和象征性价值的文化服务则表现出更强的恢复能力,恢复时间从 3 年到 51 年不等。这项研究强调了了解植被类型和演替模式对预测生态系统服务在火灾后恢复的重要性,为火灾多发的地中海地区的生态系统恢复和恢复能力提供了启示。
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引用次数: 0
Nitrogen and Phosphorus Addition Affect Soil Respiration in Northern Hardwood Forests 氮和磷的添加会影响北部阔叶林的土壤呼吸作用
IF 3.7 2区 环境科学与生态学 Q2 ECOLOGY Pub Date : 2024-08-14 DOI: 10.1007/s10021-024-00912-1
T. A. Mann, R. D. Yanai, T. J. Fahey, A. B. Reinmann

Soil respiration is the largest single efflux in the global carbon cycle and varies in complex ways with climate, vegetation, and soils. The suppressive effect of nitrogen (N) addition on soil respiration is well documented, but the extent to which it may be moderated by stand age or the availability of soil phosphorus (P) is not well understood. We quantified the response of soil respiration to manipulation of soil N and P availability in a full-factorial N x P fertilization experiment spanning 10 years in 13 northern hardwood forests in the White Mountains of New Hampshire, USA. We analyzed data for 2011 alone, to account for potential treatment effects unique to the first year of fertilization, and for three 3-year periods; data from each 3-year period was divided into spring, summer, and fall. Nitrogen addition consistently suppressed soil respiration by up to 14% relative to controls (p ≤ 0.01 for the main effect of N in 5 of 10 analysis periods). This response was tempered when P was also added, reducing the suppressive effect of N addition from 24 to 1% in one of the ten analysis periods (summer 2012–2014, p = 0.01 for the interaction of N and P). This interaction effect is consistent with observations of reduced foliar N and available soil N following P addition. Mid-successional stands (26–41 years old at the time of the first nutrient addition) consistently had the lowest rates of soil respiration across stand age classes (1.4–6.6 µmol CO2 m−2 s−1), and young stands had the highest (2.5–8.5 µmol CO2 m−2 s−1). In addition to these important effects of treatment and stand age, we observed an unexpected increase in soil respiration, which doubled in 10 years and was not explained by soil temperature patterns, nutrient additions, or increased in fine-root biomass.

土壤呼吸是全球碳循环中最大的单项流出量,并随着气候、植被和土壤的变化而发生复杂的变化。氮(N)添加对土壤呼吸的抑制作用已得到充分证实,但其受林龄或土壤磷(P)可用性影响的程度还不十分清楚。我们在美国新罕布什尔州白山的 13 个北方阔叶林中进行了为期 10 年的全因子氮x磷施肥实验,量化了土壤呼吸对土壤氮和磷供应量的影响。我们仅分析了 2011 年的数据,以考虑施肥第一年可能产生的独特处理效果,并分析了三个 3 年期的数据;每个 3 年期的数据分为春季、夏季和秋季。与对照组相比,氮的添加持续抑制了土壤呼吸作用,最高达 14%(在 10 个分析期中的 5 个分析期,氮的主效应 p ≤ 0.01)。当同时添加磷时,这一反应有所缓和,在 10 个分析期中的一个分析期(2012-2014 年夏季,氮和磷的交互作用 p = 0.01),添加氮的抑制作用从 24% 降至 1%。这种交互作用效果与叶面氮和可用土壤氮在添加磷后减少的观察结果一致。中生林分(首次添加养分时树龄为 26-41 年)的土壤呼吸速率在所有林分年龄等级中一直最低(1.4-6.6 µmol CO2 m-2 s-1),而幼林分则最高(2.5-8.5 µmol CO2 m-2 s-1)。除了处理和林分年龄的这些重要影响外,我们还观察到土壤呼吸作用意外增加,10 年内增加了一倍,而土壤温度模式、养分添加或细根生物量的增加都无法解释这一现象。
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引用次数: 0
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