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Estimating marine carbon uptake in the northeast Pacific using a neural network approach 用神经网络方法估算东北太平洋海洋碳吸收
2区 地球科学 Q1 ECOLOGY Pub Date : 2023-09-27 DOI: 10.5194/bg-20-3919-2023
Patrick J. Duke, Roberta C. Hamme, Debby Ianson, Peter Landschützer, Mohamed M. M. Ahmed, Neil C. Swart, Paul A. Covert
Abstract. The global ocean takes up nearly a quarter of anthropogenic CO2 emissions annually, but the variability in this uptake at regional scales remains poorly understood. Here we use a neural network approach to interpolate sparse observations, creating a monthly gridded seawater partial pressure of CO2 (pCO2) data product from January 1998 to December 2019, at 1/12∘ × 1/12∘ spatial resolution, in the northeast Pacific open ocean, a net sink region. The data product (ANN-NEP; NCEI Accession 0277836) was created from pCO2 observations within the 2021 version of the Surface Ocean CO2 Atlas (SOCAT) and a range of predictor variables acting as proxies for processes affecting pCO2 to create nonlinear relationships to interpolate observations at a spatial resolution 4 times greater than leading global products and with better overall performance. In moving to a higher resolution, we show that the internal division of training data is the most important parameter for reducing overfitting. Using our pCO2 product, wind speed, and atmospheric CO2, we evaluate air–sea CO2 flux variability. On sub-decadal to decadal timescales, we find that the upwelling strength of the subpolar Alaskan Gyre, driven by large-scale atmospheric forcing, acts as the primary control on air–sea CO2 flux variability (r2=0.93, p<0.01). In the northern part of our study region, divergence from atmospheric CO2 is enhanced by increased local wind stress curl, enhancing upwelling and entrainment of naturally CO2-rich subsurface waters, leading to decade-long intervals of strong winter outgassing. During recent Pacific marine heat waves from 2013 on, we find enhanced atmospheric CO2 uptake (by as much as 45 %) due to limited wintertime entrainment. Our product estimates long-term surface ocean pCO2 increase at a rate below the atmospheric trend (1.4 ± 0.1 µatm yr−1) with the slowest increase in the center of the subpolar gyre where there is strong interaction with subsurface waters. This mismatch suggests the northeast Pacific Ocean sink for atmospheric CO2 may be increasing.
摘要全球海洋每年吸收了近四分之一的人为二氧化碳排放,但人们对这种吸收在区域尺度上的变异性仍然知之甚少。在这里,我们使用神经网络方法对稀疏观测数据进行插值,创建了1998年1月至2019年12月在净沉降区东北太平洋公海以1/12°× 1/12°空间分辨率的逐月网格化海水二氧化碳分压(pCO2)数据产品。数据乘积(ANN-NEP;NCEI检索号0277836)是根据2021年版表层海洋CO2图集(SOCAT)中的pCO2观测数据创建的,一系列预测变量作为影响pCO2过程的代理,创建非线性关系,以比全球领先产品高4倍的空间分辨率插值观测数据,并具有更好的整体性能。在向更高分辨率移动时,我们表明训练数据的内部划分是减少过拟合的最重要参数。利用我们的pCO2产品、风速和大气CO2,我们评估了空气-海洋CO2通量的可变性。在次年代际到年代际的时间尺度上,我们发现在大尺度大气强迫的驱动下,近极地阿拉斯加环流的上升流强度是海气CO2通量变率的主要控制因子(r2=0.93, p<0.01)。在研究区北部,局地风应力旋度的增加增强了与大气CO2的辐散,增强了天然富CO2地下水的上升流和夹带,导致冬季强放气间隔长达10年。在2013年以来最近的太平洋海洋热浪中,我们发现由于冬季有限的裹挟,大气中二氧化碳的吸收增加了(高达45%)。我们的产品估计,长期海洋表层二氧化碳分压的增长速度低于大气趋势(1.4±0.1 μ atm yr - 1),在与地下水有强烈相互作用的亚极环流中心增长最慢。这种不匹配表明东北太平洋对大气二氧化碳的吸收可能正在增加。
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引用次数: 0
Deciphering the origin of dubiofossils from the Pennsylvanian of the Paraná Basin, Brazil 破译来自巴西帕拉纳<e:1>盆地宾夕法尼亚地区的可疑生物化石的来源
2区 地球科学 Q1 ECOLOGY Pub Date : 2023-09-27 DOI: 10.5194/bg-20-3943-2023
João Pedro Saldanha, Joice Cagliari, Rodrigo Scalise Horodyski, Lucas Del Mouro, Mírian Liza Alves Forancelli Pacheco
Abstract. Minerals are the fundamental record of abiotic processes over time, while biominerals are one of the most common records of life due to their easy preservation and abundance. However, distinguishing between biominerals and abiotic minerals is challenging due to the superimposition and repetition of geologic processes and the interference of ubiquitous and diverse life on Earth's surface and crust. Mineral dubiofossils, being potential outcomes of both abiotic and biotic environments, emerge as valuable entities that can contribute significantly to the understanding of this issue, facilitating the testing and refinement of biogenicity criteria. The aim of this contribution is to decipher the origin and history of branched mineralized structures that were previously considered mineral dubiofossils from the Pennsylvanian of the Paraná Basin, Brazil. While this material has different forms and refers to biological aspects, it is challenging to associate it with any known fossil group due to the overlapping geological processes occurring in a transitional deposit of Rio do Sul Formation (Itararé Group of the Paraná Basin), particularly in close proximity to a sill from the Serra Geral Group (Lower Cretaceous), which has undergone thermal effects. Given the absence of attributes essential for supporting the initial hypotheses proposing the material as a potential set of sponge spicules or a result of contact metamorphism in Pennsylvanian turbidites, the objects are now investigated as mineral dubiofossils. To address this challenge, we have developed a descriptive protocol for dubiofossils, building upon prior research in the field. This protocol evaluates the following aspects: (1) morphology, texture, and structure; (2) relationship with the matrix; (3) composition; and (4) context. This is done by assessing indigeneity and syngenicity and comparing the specimens with abiotic and biotic products. Applying this protocol to our samples revealed a wide range of morphologies with internal organization, predominantly composed of calcite with impurities such as iron, magnesium, aluminum, and oxygen. The inferred indigeneity suggests the presence of these minerals concurrently with or prior to the intrusion of the sill. Extensive comparisons were made between the studied samples and a broad spectrum of abiotic minerals, as well as controlled, induced, and influenced biominerals from similar contexts. These comparative analyses encompassed sponge spicules; sea urchin and algae skeletons; minerals induced or influenced by fungi, bacteria, and microbial mats; and inorganic pre- and synsedimentary–eodiagenetic minerals like evaporites, springs, and other precipitates, and mesodiagenetic–metamorphic crystals. Despite this comprehensive analysis, no hypothesis emerged as significantly more likely than others. The comparative analysis did allow us to exclude the possibility of the samples being controlled biominerals due to their patternless diversity of
摘要矿物是随时间推移的非生物过程的基本记录,而生物矿物是最常见的生命记录之一,因为它们易于保存和丰富。然而,由于地质过程的叠加和重复以及地球表面和地壳上无处不在的多种生命的干扰,区分生物矿物和非生物矿物是具有挑战性的。矿物可疑生物化石作为非生物和生物环境的潜在结果,成为有价值的实体,可以为理解这一问题做出重大贡献,促进生物性标准的测试和完善。这项贡献的目的是破译分叉矿化结构的起源和历史,这些结构以前被认为是来自巴西帕拉纳盆地宾夕法尼亚的矿物可疑生物化石。虽然这种材料具有不同的形式,并涉及到生物学方面,但由于在Rio do Sul组(paran盆地的itarar组)的过渡矿床中发生重叠的地质过程,特别是在Serra Geral组(下白垩纪)的一个岩床附近,它经历了热效应,因此将其与任何已知的化石群联系起来是具有挑战性的。由于缺乏必要的属性来支持最初的假设,即该材料可能是一组海绵针状体或宾夕法尼亚浊积岩中接触变质作用的结果,因此现在将这些物体作为矿物可疑生物化石进行研究。为了应对这一挑战,我们在该领域先前的研究基础上,制定了一项关于可疑生物化石的描述性协议。该方案评估以下方面:(1)形态、质地和结构;(2)与矩阵的关系;(3)组成;(4)语境。这是通过评估原生和同源性,并将标本与非生物和生物产品进行比较来完成的。将该方案应用于我们的样品显示了广泛的内部组织形态,主要由方解石和杂质组成,如铁,镁,铝和氧。推断出的原生性表明,这些矿物与岩台侵入同时存在或先于岩台侵入。在研究样品和广泛的非生物矿物以及来自类似环境的受控、诱导和受影响的生物矿物之间进行了广泛的比较。这些比较分析包括海绵针状体;海胆和海藻骨架;由真菌、细菌和微生物席引起或影响的矿物质;无机的沉积前成岩和同沉积成岩矿物,如蒸发岩、泉水和其他沉淀物,以及中成岩变质晶体。尽管进行了全面的分析,但没有一种假设的可能性明显高于其他假设。比较分析确实使我们排除了样品被控制生物矿物的可能性,因为它们的形态无模式多样性,以及纯粹的热变质起源,因为它们的分支拉长形式。这些构造的出现表明了一个复杂的历史:一些碳酸盐或硫酸盐(石膏、钙钛石、白云石、方解石、文石、菱铁矿)的同沉积或成岩起源,可能与微生物席的存在有关,这些微生物席可能作为成矿和介导矿物生长的模板。中成岩作用可能通过矿物稳定、凝集、老化和生长等过程进一步改变其发生。然而,白垩纪的入侵溶解并取代了最初的矿物,导致方解石的沉淀,是造成双生物化石形成的主要原因。在这些步骤中,受固有基质特征、有机物含量和与侵入体的距离的影响,物理化学和生物反应的结合可能导致观察到的形态复杂性增加,因此证实材料的来源变得更加具有挑战性。因此,关于生物和非生物硫酸盐和碳酸盐形成的假设仍然是合理的解释,因此维持了该材料的分类为可疑化石。这些材料说明了可疑的生物化石如何成为复杂的历史和重叠的地质过程的结果。它还强调了由于生物源性论点的稀缺性,区分生物矿物和非生物矿物的困难。
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引用次数: 0
Reviews and syntheses: Iron – a driver of nitrogen bioavailability in soils? 综述与综合:铁-土壤氮生物有效性的驱动因素?
2区 地球科学 Q1 ECOLOGY Pub Date : 2023-09-26 DOI: 10.5194/bg-20-3873-2023
Imane Slimani, Xia-Zhu Barker, Patricia Lazicki, William Horwath
Abstract. An adequate supply of bioavailable nitrogen (N) is critical to soil microbial communities and plants. Over the last decades, research efforts have rarely considered the importance of reactive iron (Fe) minerals in the processes that produce or consume bioavailable N in soils compared to other factors such as soil texture, pH, and organic matter (OM). However, Fe is involved in both enzymatic and non-enzymatic reactions that influence the N cycle. More broadly, reactive Fe minerals restrict soil organic matter (SOM) cycling through sorption processes but also promote SOM decomposition and denitrification in anoxic conditions. By synthesizing available research, we show that Fe plays diverse roles in N bioavailability. Fe affects N bioavailability directly by acting as a sorbent, catalyst, and electron transfer agent or indirectly by promoting certain soil features, such as aggregate formation and stability, which affect N turnover processes. These roles can lead to different outcomes in terms of N bioavailability, depending on environmental conditions such as soil redox shifts during wet–dry cycles. We provide examples of Fe–N interactions and discuss the possible underlying mechanisms, which can be abiotic or microbially meditated. We also discuss how Fe participates in three complex phenomena that influence N bioavailability: priming, the Birch effect, and freeze–thaw cycles. Furthermore, we highlight how Fe–N bioavailability interactions are influenced by global change and identify methodological constraints that hinder the development of a mechanistic understanding of Fe in terms of controlling N bioavailability and highlight the areas of needed research.
摘要充足的生物有效氮(N)供应对土壤微生物群落和植物至关重要。在过去的几十年里,与土壤质地、pH值和有机质(OM)等其他因素相比,研究工作很少考虑到活性铁(Fe)矿物在土壤中产生或消耗生物可利用氮的过程中的重要性。然而,铁参与影响N循环的酶促和非酶促反应。更广泛地说,活性铁矿物通过吸附过程限制土壤有机质(SOM)循环,但也促进SOM在缺氧条件下的分解和反硝化。通过综合现有研究,我们发现铁在氮的生物利用度中起着不同的作用。铁通过作为吸附剂、催化剂和电子转移剂直接影响氮的生物有效性,或通过促进影响氮周转过程的某些土壤特征(如团聚体的形成和稳定性)间接影响氮的生物有效性。根据干湿循环过程中土壤氧化还原变化等环境条件的不同,这些作用可能导致氮生物利用度的不同结果。我们提供了Fe-N相互作用的例子,并讨论了可能的潜在机制,这些机制可以是非生物的或微生物的。我们还讨论了铁如何参与影响氮生物利用度的三种复杂现象:启动、桦树效应和冻融循环。此外,我们强调了铁-氮生物利用度相互作用如何受到全球变化的影响,并确定了方法学上的限制,这些限制阻碍了铁在控制氮生物利用度方面的机制理解的发展,并强调了需要研究的领域。
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引用次数: 1
Diel and seasonal methane dynamics in the shallow and turbulent Wadden Sea 瓦登海浅海和湍流中的Diel和季节性甲烷动态
2区 地球科学 Q1 ECOLOGY Pub Date : 2023-09-25 DOI: 10.5194/bg-20-3857-2023
Tim René de Groot, Anne Margriet Mol, Katherine Mesdag, Pierre Ramond, Rachel Ndhlovu, Julia Catherine Engelmann, Thomas Röckmann, Helge Niemann
Abstract. The Wadden Sea is a coastal system along the fringe of the land–sea borders of Denmark, Germany and the Netherlands. The Wadden Sea is extremely productive and influenced by strong variations in physical and biological forcing factors that act on timescales of hours to seasons. Productive coastal seas are known to dominate the ocean's methane emission to the atmosphere, but knowledge of controls and temporal variations in methane dynamics in these vastly dynamic systems is scarce. Here we address this knowledge gap by measuring methane inventories and methanotrophic activity at a temporal resolution of 1 h over a period of 2 d, repeatedly during four successive seasons in the central Dutch Wadden Sea. We found that methane dynamics varied between colder and warmer seasons, with generally higher water column methane concentrations and methanotrophic activity in the warmer seasons. The efflux of methane to the atmosphere was, on the other hand, lower in the warmer seasons because of lower wind speeds. On a diel scale, tides controlled methanotrophic activity, which increased ∼40 % at low tide compared to high tide. We estimate that methane oxidizing bacteria reduce the methane budget of the Dutch Wadden Sea by only 2 %, while ∼1/3 escapes to the atmosphere and ∼2/3 are flushed out into the open North Sea at ebb tide. Our findings indicate that tides play a key role in controlling methane dynamics and methanotrophic activity and highlight the importance of high-resolution and repeated sampling strategies to resolve methane dynamics in fast-changing coastal systems.
摘要瓦登海是沿着丹麦、德国和荷兰陆海边界边缘的海岸系统。瓦登海的生产力极高,并受到物理和生物强迫因素的强烈变化的影响,这些因素在小时到季节的时间尺度上起作用。众所周知,生产力丰富的沿海海洋主导着海洋向大气排放的甲烷,但在这些巨大的动态系统中,甲烷动力学的控制和时间变化的知识很少。在这里,我们通过在荷兰瓦登海中部连续四个季节重复测量甲烷库存和甲烷营养活动,在一个2天的时间分辨率为1小时,来解决这一知识差距。研究发现,甲烷动态在冷暖季节之间存在差异,暖季水柱甲烷浓度和甲烷营养活性普遍较高。另一方面,由于风速较低,在温暖的季节,甲烷向大气的流出量较低。在昼夜尺度上,潮汐控制着甲烷营养活动,在退潮时比涨潮时增加了~ 40%。我们估计,甲烷氧化细菌仅使荷兰瓦登海的甲烷预算减少2%,而约1/3逃逸到大气中,约2/3在退潮时被冲进开阔的北海。我们的研究结果表明,潮汐在控制甲烷动力学和甲烷氧化活动中起着关键作用,并强调了高分辨率和重复采样策略对于解决快速变化的沿海系统中甲烷动力学的重要性。
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引用次数: 0
A new method for estimating carbon dioxide emissions from drained peatland forest soils for the greenhouse gas inventory of Finland 芬兰温室气体清单中估算排干泥炭地森林土壤二氧化碳排放量的新方法
2区 地球科学 Q1 ECOLOGY Pub Date : 2023-09-21 DOI: 10.5194/bg-20-3827-2023
Jukka Alm, Antti Wall, Jukka-Pekka Myllykangas, Paavo Ojanen, Juha Heikkinen, Helena M. Henttonen, Raija Laiho, Kari Minkkinen, Tarja Tuomainen, Juha Mikola
Abstract. In peatlands drained for forestry, the soil carbon (C) or carbon dioxide (CO2) balance is affected by both (i) higher heterotrophic CO2-C release from faster decomposing soil organic matter (SOM) and (ii) higher plant litter C input from more vigorously growing forests. This balance and other greenhouse gas (GHG) sinks and sources in managed lands are annually reported by national GHG inventories to the United Nations Climate Change Convention. In this paper, we present a revised, fully dynamic method for reporting the CO2 balance of drained peatland forest soils in Finland. Our method can follow temporal changes in tree biomass growth, tree harvesting and climatic parameters, and it is built on empirical regression models of SOM decomposition and litter input in drained peatland forests. All major components of aboveground and belowground litter input from ground vegetation as well as live trees and trees that died naturally are included, supplemented by newly acquired turnover rates of woody plant fine roots. Annual litter input from harvesting residues is calculated using national statistics of logging and energy use of trees. Leaching, which also exports dissolved C from drained peatlands, is not included. The results are reported as time series from 1990–2021 following the practice in the GHG inventory. Our revised method produces an increasing trend of annual emissions from 0.2 to 2.1 t CO2 ha−1 yr−1 for the period 1990–2021 in Finland (equal to a trend from 1.4 to 7.9 Mt CO2 yr−1 for the entire 4.3 Mha of drained peatland forests), with a statistically significant difference between the years 1990 and 2021. Across the period 1990–2021, annual emissions are on average 1.5 t CO2 ha−1 yr−1 (3.4 Mt CO2 yr−1 for 2.2 Mha area) in warmer southern Finland and −0.14 t CO2 ha−1 yr−1 (−0.3 Mt CO2 yr−1 for 2.1 Mha area) in cooler northern Finland. When combined with data on the CO2 sink created by the growing tree stock, in 2021 the drained peatland forest ecosystems were a source of 1.0 t CO2 ha−1 yr−1 (2.3 Mt CO2 yr−1) in southern Finland and a sink of 1.2 t CO2 ha−1 yr−1 (2.5 Mt CO2 yr−1) in northern Finland. We compare these results to those produced by the semi-dynamic method used earlier in the Finnish GHG inventory and discuss the strengths and vulnerabilities of the new revised method in comparison to more static emission factors.
摘要在排干用于林业的泥炭地,土壤碳(C)或二氧化碳(CO2)平衡受到以下两方面的影响:(i)更快分解的土壤有机质(SOM)释放的异养型CO2-C含量更高,以及(ii)生长更旺盛的森林输入的凋落物C含量更高。国家温室气体清单每年向《联合国气候变化公约》报告这种平衡以及管理土地上的其他温室气体汇和源。在本文中,我们提出了一种修订的,完全动态的方法来报告芬兰排水泥炭地森林土壤的二氧化碳平衡。该方法基于排水泥炭地森林SOM分解和凋落物输入的经验回归模型,可以跟踪树木生物量生长、采伐和气候参数的时间变化。包括地面植被以及活树和自然死亡的树木输入的地上和地下凋落物的所有主要成分,并辅以木本植物细根的新获得周转率。每年从采伐剩余物中输入的凋落物是使用国家伐木和树木能源使用统计数据来计算的。浸出,也从排干的泥炭地输出溶解的碳,不包括在内。按照温室气体清单的做法,将结果报告为1990-2021年的时间序列。我们修正后的方法得出芬兰1990 - 2021年期间年排放量从0.2 t CO2 ha - 1年增加到2.1 t CO2 ha - 1年的趋势(相当于整个4.3 Mha排水泥炭地森林的年排放量从1.4 m CO2 ha - 1增加到790 m CO2 yr - 1的趋势),在1990年和2021年之间存在统计学上的显著差异。在1990-2021年期间,在较温暖的芬兰南部,年平均排放量为1.5 t CO2 ha - 1年- 1 (2.2 Mha面积为340万吨CO2年- 1),在较冷的芬兰北部,年平均排放量为- 0.14 t CO2 ha - 1年- 1 (2.1 Mha面积为- 30万吨CO2年- 1)。结合树木生长产生的二氧化碳汇数据,在2021年,芬兰南部的排水泥炭地森林生态系统为1.0 t CO2 ha - 1 - 1(230万吨CO2年- 1),芬兰北部为1.2 t CO2 ha - 1 - 1(250万吨CO2年- 1)。我们将这些结果与之前在芬兰温室气体清单中使用的半动态方法产生的结果进行了比较,并讨论了与更静态的排放因子相比,新修订方法的优势和弱点。
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引用次数: 2
High-resolution data reveal a surge of biomass loss from temperate and Atlantic pine forests, contextualizing the 2022 fire season distinctiveness in France 高分辨率数据显示,温带和大西洋松林的生物量损失激增,这是法国2022年火灾季节特殊性的背景
2区 地球科学 Q1 ECOLOGY Pub Date : 2023-09-20 DOI: 10.5194/bg-20-3803-2023
Lilian Vallet, Martin Schwartz, Philippe Ciais, Dave van Wees, Aurelien de Truchis, Florent Mouillot
Abstract. The frequency and intensity of summer droughts and heat waves in Western Europe have been increasing, raising concerns about the emergence of fire hazard in less fire-prone areas. This exposure of old-growth forests hosting unadapted tree species may cause disproportionately large biomass losses compared to those observed in frequently burned Mediterranean ecosystems. Therefore, analyzing fire seasons from the perspective of exposed burned areas alone is insufficient; we must also consider impacts on biomass loss. In this study, we focus on the exceptional 2022 summer fire season in France and use very high-resolution (10 m) satellite data to calculate the burned area, tree height at the national level, and subsequent ecological impact based on biomass loss during fires. Our high-resolution semi-automated detection estimated 42 520 ha of burned area, compared to the 66 393 ha estimated by the European automated remote sensing detection system (EFFIS), including 48 330 ha actually occurring in forests. We show that Mediterranean forests had a lower biomass loss than in previous years, whereas there was a drastic increase in burned area and biomass loss over the Atlantic pine forests and temperate forests. High biomass losses in the Atlantic pine forests were driven by the large burned area (28 600 ha in 2022 vs. 494 ha yr−1 in 2006–2021 period) but mitigated by a low exposed tree biomass mostly located on intensive management areas. Conversely, biomass loss in temperate forests was abnormally high due to both a 15-fold increase in burned area compared to previous years (3300 ha in 2022 vs. 216 ha in the 2006–2021 period) and a high tree biomass of the forests which burned. Overall, the biomass loss (i.e., wood biomass dry weight) was 0.25 Mt in Mediterranean forests and shrublands, 1.74 Mt in the Atlantic pine forest, and 0.57 Mt in temperate forests, amounting to a total loss of 2.553 Mt, equivalent to a 17 % increase of the average natural mortality of all French forests, as reported by the national inventory. A comparison of biomass loss between our estimates and global biomass/burned areas data indicates that higher resolution improves the identification of small fire patches, reduces the commission errors with a more accurate delineation of the perimeter of each fire, and increases the biomass affected. This study paves the way for the development of low-latency, high-accuracy assessment of biomass losses and fire patch contours to deliver a more informative impact-based characterization of each fire year.
摘要西欧夏季干旱和热浪的频率和强度一直在增加,这引起了人们对在不太容易发生火灾的地区出现火灾危险的担忧。与在经常被烧毁的地中海生态系统中观察到的情况相比,这种暴露于拥有不适应树种的原始森林可能造成不成比例的巨大生物量损失。因此,仅从暴露烧伤面积的角度分析火灾季节是不够的;我们还必须考虑对生物量损失的影响。在这项研究中,我们将重点放在2022年法国特殊的夏季火灾季节,并使用非常高分辨率(10米)的卫星数据来计算全国范围内的燃烧面积、树木高度,以及基于火灾期间生物量损失的后续生态影响。我们的高分辨率半自动探测估计了42 520公顷的燃烧面积,而欧洲自动遥感探测系统(EFFIS)估计的燃烧面积为66 393公顷,其中包括48 330公顷的森林。研究表明,地中海森林的生物量损失低于往年,而大西洋松林和温带森林的燃烧面积和生物量损失急剧增加。大西洋松林的高生物量损失是由大燃烧面积(2022年为28 600公顷,2006-2021年为494公顷)造成的,但主要位于集约化管理区的低暴露树木生物量减轻了损失。相反,温带森林的生物量损失异常高,因为与前几年相比,燃烧面积增加了15倍(2022年为3300公顷,2006-2021年为216公顷),而且燃烧森林的树木生物量很高。总体而言,地中海森林和灌丛的生物量损失(即木材生物量干重)为0.25 Mt,大西洋松林为174 Mt,温带森林为0.57 Mt,总计损失255.3 Mt,相当于法国所有森林平均自然死亡率增加17%,据国家清查报告。将我们估算的生物量损失与全球生物量/燃烧面积数据进行比较表明,更高的分辨率改善了对小火区的识别,通过更准确地描绘每次火灾的周长减少了委托误差,并增加了受影响的生物量。这项研究为开发低延迟、高精度的生物质损失评估和火斑轮廓铺平了道路,从而提供更有信息的基于影响的每个火年特征。
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引用次数: 1
Rethinking the deployment of static chambers for CO2 flux measurement in dry desert soils 对干旱荒漠土壤中CO2通量测量静态室部署的再思考
2区 地球科学 Q1 ECOLOGY Pub Date : 2023-09-19 DOI: 10.5194/bg-20-3791-2023
Nadav Bekin, Nurit Agam
Abstract. The mechanisms underlying the soil CO2 flux (Fs) in dry desert soils are not fully understood. To better understand these processes, we must accurately estimate these small fluxes. The most commonly used method, static chambers, inherently alters the conditions that affect the flux and may introduce errors of the same order of magnitude as the flux itself. Regional and global assessments of annual soil respiration rates are based on extrapolating point measurements conducted with flux chambers. Yet, studies conducted in desert ecosystems rarely discuss potential errors associated with using static chambers in dry and bare soils. We hypothesized that a main source of error is the collar protrusion above the soil surface. During the 2021 dry season, we deployed four automated chambers on collars with different configurations in the Negev, Israel. Fs exhibited a repetitive diel cycle of nocturnal uptake and daytime efflux. CO2 uptake measured over the conventionally protruding collars was significantly lower than over the collars flushed with the soil surface. Using thermal imaging, we proved that the protruding collar walls distorted the ambient heating and cooling regime of the topsoil layer, increasing the mean surface temperatures. Higher soil temperatures during the night suppressed the flux driving forces, i.e., soil–atmosphere CO2 and temperature gradients, ultimately leading to an underestimation of up to 50 % of the actual Fs. Accordingly, the total daily CO2 uptake by the soil in the conventionally deployed collars was underestimated by 35 %. This suggests that desert soils are a larger carbon sink than previously reported and that drylands, which cover approximately 40 % of Earth's terrestrial surface, may play a significant role in the global carbon balance.
摘要干旱荒漠土壤中土壤CO2通量(Fs)的机制尚不完全清楚。为了更好地理解这些过程,我们必须准确地估计这些小通量。最常用的方法是静室,它固有地改变了影响通量的条件,并可能引入与通量本身相同数量级的误差。对年土壤呼吸速率的区域和全球评估是基于利用通量室进行的外推点测量。然而,在沙漠生态系统中进行的研究很少讨论在干燥和裸露的土壤中使用静态室的潜在错误。我们假设误差的一个主要来源是土壤表面以上的衣领突出。在2021年的旱季,我们在以色列内盖夫部署了四个不同配置的自动钻铤。Fs表现出夜间摄取和白天排出的重复昼夜循环。在常规凸出的项圈上测量的二氧化碳吸收量明显低于与土壤表面冲洗的项圈。通过热成像,我们证明了突出的领壁扭曲了表层土壤的环境加热和冷却机制,提高了平均表面温度。夜间较高的土壤温度抑制了通量驱动力,即土壤-大气CO2和温度梯度,最终导致实际f的低估高达50%。因此,在常规部署的项圈中,土壤每天的二氧化碳吸收量被低估了35%。这表明,沙漠土壤是一个比以前报道的更大的碳汇,而覆盖地球陆地表面约40%的旱地可能在全球碳平衡中发挥重要作用。
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引用次数: 0
Simulated responses of soil carbon to climate change in CMIP6 Earth system models: the role of false priming CMIP6地球系统模式下土壤碳对气候变化的模拟响应:假启动的作用
2区 地球科学 Q1 ECOLOGY Pub Date : 2023-09-19 DOI: 10.5194/bg-20-3767-2023
Rebecca M. Varney, Sarah E. Chadburn, Eleanor J. Burke, Simon Jones, Andy J. Wiltshire, Peter M. Cox
Abstract. Reliable estimates of soil carbon change are required to determine the carbon budgets consistent with the Paris Agreement climate targets. This study evaluates projections of soil carbon during the 21st century in Coupled Model Intercomparison Project Phase 6 (CMIP6) Earth system models (ESMs) under a range of atmospheric composition scenarios. In general, we find a reduced spread of changes in global soil carbon (ΔCs) in CMIP6 compared to the previous CMIP5 model generation. However, similar reductions were not seen in the derived contributions to ΔCs due to both increases in plant net primary productivity (NPP, named ΔCs,NPP) and reductions in the effective soil carbon turnover time (τs, named ΔCs,τ). Instead, we find a strong relationship across the CMIP6 models between these NPP and τs components of ΔCs, with more positive values of ΔCs,NPP being correlated with more negative values of ΔCs,τ. We show that the concept of “false priming” is likely to be contributing to this emergent relationship, which leads to a decrease in the effective soil carbon turnover time as a direct result of NPP increase and occurs when the rate of increase in NPP is relatively fast compared to the slower timescales of a multi-pool soil carbon model. This finding suggests that the structure of soil carbon models within ESMs in CMIP6 has likely contributed towards the reduction in the overall model spread in future soil carbon projections since CMIP5.
摘要为了确定符合《巴黎协定》气候目标的碳预算,需要对土壤碳变化进行可靠的估计。本研究评估了在一系列大气成分情景下,耦合模式比较计划第6阶段(CMIP6)地球系统模式(ESMs)对21世纪土壤碳的预估。总的来说,我们发现CMIP6中全球土壤碳变化的范围与之前的CMIP5模型相比有所缩小(ΔCs)。然而,由于植物净初级生产力(NPP,命名为ΔCs,NPP)的增加和土壤有效碳周转时间(τs,命名为ΔCs,τ)的减少,对ΔCs的衍生贡献没有出现类似的减少。相反,我们发现在CMIP6模型中,这些NPP与ΔCs的τs分量之间存在很强的关系,ΔCs的正值越多,NPP与ΔCs、τ的负值越相关。我们发现,“虚假启动”的概念很可能促成了这种紧急关系,这导致NPP增加的直接结果是有效土壤碳周转时间的减少,并且与多库土壤碳模型的较慢时间尺度相比,NPP增加的速度相对较快。这一发现表明,自CMIP5以来,CMIP5中esm土壤碳模型的结构可能有助于减少未来土壤碳预测的整体模型扩展。
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引用次数: 1
Alkalinity biases in CMIP6 Earth system models and implications for simulated CO2 drawdown via artificial alkalinity enhancement CMIP6地球系统模式中的碱度偏差及人工增强碱度对模拟CO2减少的影响
2区 地球科学 Q1 ECOLOGY Pub Date : 2023-09-15 DOI: 10.5194/bg-20-3717-2023
Claudia Hinrichs, Peter Köhler, Christoph Völker, Judith Hauck
Abstract. The partitioning of CO2 between atmosphere and ocean depends to a large degree not only on the amount of dissolved inorganic carbon (DIC) but also on alkalinity in the surface ocean. That is also why ocean alkalinity enhancement (OAE) is discussed as one potential approach in the context of negative emission technologies. Although alkalinity is thus an important variable of the marine carbonate system, little knowledge exists on how its representation in models compares with measurements. We evaluated the large-scale alkalinity distribution in 14 CMIP6 Earth system models (ESMs) against the observational data set GLODAPv2 and show that most models, as well as the multi-model mean, underestimate alkalinity at the surface and in the upper ocean and overestimate it in the deeper ocean. The decomposition of the global mean alkalinity biases into contributions from (i) physical processes (preformed alkalinity), which include the physical redistribution of biased alkalinity originating from the soft tissue and carbonates pumps; (ii) remineralization; and (iii) carbonate formation and dissolution showed that the bias stemming from the physical redistribution of alkalinity is dominant. However, below the upper few hundred meters the bias from carbonate dissolution can gain similar importance to physical biases, while the contribution from remineralization processes is negligible. This highlights the critical need for better understanding and quantification of processes driving calcium carbonate dissolution in microenvironments above the saturation horizons and implementation of these processes into biogeochemical models. For the application of the models to assess the potential of OAE to increase ocean carbon uptake, a back-of-the-envelope calculation was conducted with each model's global mean surface alkalinity, DIC, and partial pressure of CO2 in seawater (pCO2) as input parameters. We evaluate the following two metrics: (1) the initial pCO2 reduction at the surface ocean after alkalinity addition and (2) the uptake efficiency (ηCO2) after air–sea equilibration is reached. The relative biases of alkalinity versus DIC at the surface affect the Revelle factor and therefore the initial pCO2 reduction after alkalinity addition. The global mean surface alkalinity bias relative to GLODAPv2 in the different models ranges from −85 mmol m−3 (−3.6 %) to +50 mmol m−3 (+2.1 %) (mean: −25 mmol m−3 or −1.1 %). For DIC the relative bias ranges from −55 mmol m−3 (−2.6 %) to 53 mmol m−3 (+2.5 %) (mean: −13 mmol m−3 or −0.6 %). All but two of the CMIP6 models evaluated here overestimate the Revelle factor at the surface by up to 3.4 % and thus overestimate the initial pCO2 reduction after alkalinity addition by up to 13 %. The uptake efficiency, ηCO2, then takes into account that a higher Revelle factor and a higher initial pCO2 reduction after alkalinity addition and equilibration mostly compensate for each other, meaning that resulting DIC differences in th
摘要大气和海洋之间CO2的分配在很大程度上不仅取决于溶解的无机碳(DIC)的数量,还取决于海洋表面的碱度。这也是为什么海洋碱度增强(OAE)作为负排放技术背景下的一种潜在方法进行讨论的原因。虽然碱度因此是海相碳酸盐体系的一个重要变量,但对其在模型中的表示与测量结果的比较知之甚少。基于GLODAPv2观测数据,对14个CMIP6地球系统模式(esm)的大尺度碱度分布进行了评估,结果表明,大多数模式和多模式平均值均低估了表层和上层海洋的碱度,而高估了深层海洋的碱度。将全球平均碱度偏差分解为以下因素的贡献:(i)物理过程(预形成的碱度),其中包括源自软组织和碳酸盐泵的偏碱度的物理再分配;(2)补充矿质;碳酸盐岩的形成和溶蚀作用表明,碱度的物理再分配造成的偏倚占主导地位。然而,在海拔几百米以下,碳酸盐溶蚀造成的偏压与物理偏压具有相似的重要性,而再矿化作用的贡献可以忽略不计。这突出表明,迫切需要更好地理解和量化驱动饱和层以上微环境中碳酸钙溶解的过程,并将这些过程应用到生物地球化学模型中。为了应用这些模型来评估OAE增加海洋碳吸收的潜力,我们使用每个模型的全球平均表面碱度、DIC和海水中CO2分压(pCO2)作为输入参数进行了粗略计算。我们评估了以下两个指标:(1)加入碱度后海洋表面co2的初始pCO2减少量;(2)达到海气平衡后的吸收效率(ηCO2)。表面碱度与DIC的相对偏差影响了Revelle因子,从而影响了加入碱度后的初始pCO2还原。在不同的模型中,相对于GLODAPv2的全球平均表面碱度偏差范围从−85 mmol m−3(−3.6%)到+50 mmol m−3(+ 2.1%)(平均值:−25 mmol m−3或−1.1%)。DIC的相对偏倚范围为−55 mmol m−3(−2.6%)至53 mmol m−3(+ 2.5%)(平均值:−13 mmol m−3或−0.6%)。除两个模型外,本文评估的CMIP6模型都将地表的Revelle因子高估了3.4%,从而将加入碱度后的初始二氧化碳分压减少高估了13%。吸收效率ηCO2考虑到较高的Revelle因子和碱度添加和平衡后较高的初始pCO2还原在很大程度上相互补偿,这意味着模型中产生的DIC差异很小(- 0.1%至1.1%)。在使用CMIP6模式报告海洋碱度增强实验的效率时,必须考虑到初始二氧化碳分压减少的高估,特别是在二氧化碳未达到平衡的情况下。
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引用次数: 4
Technical note: Skirt chamber – an open dynamic method for the rapid and minimally intrusive measurement of greenhouse gas emissions from peatlands 技术说明:裙室-一种开放的动态方法,用于快速和最小侵入测量泥炭地的温室气体排放
2区 地球科学 Q1 ECOLOGY Pub Date : 2023-09-15 DOI: 10.5194/bg-20-3737-2023
Frederic Thalasso, Brenda Riquelme, Andrés Gómez, Roy Mackenzie, Francisco Javier Aguirre, Jorge Hoyos-Santillan, Ricardo Rozzi, Armando Sepulveda-Jauregui
Abstract. We present a reliable and robust open dynamic chamber for measuring greenhouse gas exchange in peatlands with minimal disturbance of the ground. This chamber, called the “skirt chamber”, is based on a transparent plastic film placed above an open frame made of sparse interwoven wires and expanded around the base of the chamber below a steel chain that ensures contact to the ground, avoiding damage, trenching, and cutting vegetation. Gas exchange is determined using a portable gas analyzer from a mass balance in which the imperfect sealing of the chamber to the ground is quantified through the injection of a methane pulse. The method was tested on a pristine peatland dominated by Sphagnum magellanicum located on Navarino Island in the subantarctic Magellanic ecoregion in Chile. Our results indicate that the skirt chamber allowed the determination of methane fluxes and ecosystem respiration in about 20 min, with a limit of detection of 0.185 mg CH4 m−2 h−1 and 173 mg CO2 m−2 h−1, respectively. We conclude that the skirt chamber is a minimally intrusive, fast, portable, and inexpensive method that allows the quantification of greenhouse gas emissions with high spatial resolution in remote locations and without delay.
摘要我们提出了一种可靠且坚固的开放式动态室,用于测量泥炭地的温室气体交换,对地面的干扰最小。这个房间,被称为“裙房”,是基于一个透明的塑料薄膜,放置在一个由稀疏的交织电线制成的开放式框架上,并在房间底部的钢链下扩展,以确保与地面接触,避免损坏、挖沟和切割植被。气体交换使用来自质量平衡的便携式气体分析仪来确定,其中通过注入甲烷脉冲来量化腔室与地面的不完美密封。该方法在位于智利亚南极麦哲伦生态区的纳瓦里诺岛上以麦哲伦泥炭为主的原始泥炭地进行了测试。结果表明,裙房可在20 min内测定甲烷通量和生态系统呼吸,检测限分别为0.185 mg CH4 m−2 h−1和173 mg CO2 m−2 h−1。综上所述,裙室是一种微创、快速、便携、廉价的方法,可以在偏远地区以高空间分辨率、无延迟地量化温室气体排放。
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引用次数: 0
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