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Temporal Decoupling Between Total Organic Carbon and Iron in Lakes Linked to Interannual Changes in Precipitation 湖泊总有机碳和铁的时间解耦与降水年际变化
IF 5.5 2区 地球科学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2025-10-16 DOI: 10.1029/2025GB008520
Aleksey Paltsev, Irena F. Creed, Dag O. Hessen, Stina Drakare, Danny C. P. Lau, Tobias Vrede, Pirkko Kortelainen, Kristiina Vuorio, Kimmo K. Kahilainen, Heleen A. de Wit, Peter D. F. Isles, Anders Jonsson, Erik Geibrink, Jussi Vuorenmaa, Ann-Kristin Bergström

Widespread increases in lake browning, which affects primary production, have been observed in northern lakes. While lake browning is attributed to increases in terrestrially derived total organic carbon (TOC) and total iron (Fe), Fe does not consistently correlate with increasing TOC over time. This temporal mismatch between TOC and Fe indicates that we still do not fully understand the causes of lake browning, especially in the context of gradually changing climatic conditions. In this study, we utilized Fennoscandian 30-year (1990–2020) time series data for 102 lakes to describe possible reasons for the temporal decoupling between TOC and Fe. Using Bayesian mixed-effects models and wavelet coherence analysis, we found evidence for differential responses of TOC and Fe concentrations to changes in precipitation, temperature, and sulfur deposition. While TOC appeared more sensitive to the effects of precipitation, temperature and sulfur deposition in individual lakes, Fe concentrations were impacted by complex interactions among these environmental variables. Although TOC and Fe increased in most lakes in response to increased temperature and precipitation, 41% of the lakes—typically with larger catchment-to-lake area ratios and shorter water residence times—exhibited a declining trend in Fe. This analysis encompasses lakes of both significant and non-significant changes over time. This decline in Fe was associated with short-timescale (2–4 years) increases in precipitation, leading to a temporal decoupling between Fe and TOC. Our findings suggest that Fe concentrations do not increase uniformly with rising temperatures and increased precipitation, especially in regions where sulfur deposition has declined due to atmospheric recovery policies.

在北部湖泊已观察到影响初级生产的湖泊褐变现象普遍增加。虽然湖泊褐变归因于陆源总有机碳(TOC)和总铁(Fe)的增加,但铁与TOC随时间的增加并不一致。TOC和Fe在时间上的不匹配表明,我们仍然没有完全了解湖泊褐变的原因,特别是在逐渐变化的气候条件下。本研究利用102个湖泊的Fennoscandian 30年(1990-2020)时间序列数据来描述TOC和Fe在时间上解耦的可能原因。利用贝叶斯混合效应模型和小波相干分析,我们发现TOC和Fe浓度对降水、温度和硫沉积变化的差异响应证据。各湖泊TOC对降水、温度和硫沉降的影响更为敏感,而Fe浓度则受这些环境变量之间复杂的相互作用影响。尽管大多数湖泊TOC和Fe随温度和降水的增加而增加,但41%的湖泊(通常具有较大的集湖面积比和较短的水停留时间)的Fe呈下降趋势。该分析包含了随时间变化的重大和非重大变化。铁的下降与短时间尺度(2-4年)的降水增加有关,导致铁和TOC之间的时间解耦。我们的研究结果表明,铁浓度并不随着温度的升高和降水的增加而均匀增加,特别是在由于大气恢复政策而导致硫沉积减少的地区。
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引用次数: 0
High Lithogenic and Micro-Nutrient Fluxes From the West Greenland Margin Traced by Thorium in Seawater and Sediments 由海水和沉积物中的钍所示的西格陵兰边缘高成岩通量和微量营养通量
IF 5.5 2区 地球科学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2025-10-13 DOI: 10.1029/2025GB008531
George H. Rowland, Katharine R. Hendry, Amber L. Annett, Hong Chin Ng, Laura F. Robinson, Robert M. Sherrell, Yuxin Zhou, Jerry F. McManus, J. Alexander Brearley, Tao Li

The flux of nutrients from continents to the oceans sustains oceanic primary productivity and is a fundamental component of the carbon cycle. In most regions of the world's oceans primary productivity is limited by the supply of nutrients. In particular, iron can become limiting in the open-ocean due to its low solubility. Glaciated continents have been suggested as an underappreciated source of iron to the high-latitude oceans. Yet, uncertainty remains regarding the magnitude and spatial variability of glacially derived nutrient fluxes, and the extent to which these nutrients impact open-ocean ecosystems. To quantify lithogenic fluxes at the West Greenland margin, we measured 232Th and 230Th in seawater and core-top sediments across the shelf and slope. Our results highlight a negative correlation between low-salinity waters and dissolved and particulate 232Th, suggesting a glacial source for this lithogenic isotope. We calculated dissolved 232Th fluxes 5–24 μg m−2 yr−1 (100–500 m depth), and sedimentary 232Th fluxes 105–711 μg m−2 yr−1, higher than typical open-ocean settings and similar to margin sites influenced by large inputs from aeolian dust and rivers. A sampling transect shows that dissolved 232Th fluxes increase toward Greenland, confirming that lithogenic inputs are sourced laterally from the margin. Using our 232Th fluxes, we estimate an elevated supply of dissolved Fe which extends over the continental slope toward the open ocean. This Fe flux is large enough to support much of the local primary productivity, highlighting the importance of lithogenic fluxes in supporting the marine ecosystem in high-latitude oceans.

从大陆到海洋的营养物质的流动维持着海洋的初级生产力,是碳循环的基本组成部分。在世界海洋的大多数地区,初级生产力受到营养物供应的限制。特别是铁,由于其溶解度低,在开阔的海洋中会受到限制。冰川覆盖的大陆被认为是高纬度海洋铁元素的一个未被充分认识的来源。然而,关于冰川产生的养分通量的大小和空间变异性,以及这些养分对开放海洋生态系统的影响程度,仍然存在不确定性。为了量化西格陵兰边缘的岩石形成通量,我们测量了横跨陆架和斜坡的海水和岩心顶部沉积物中的232Th和230Th。我们的研究结果强调了低盐度水体与溶解和颗粒232Th之间的负相关关系,表明这种岩石成因同位素的来源是冰川。我们计算了溶解的232Th通量5-24 μg m−2 yr−1 (100-500 m深度),沉积的232Th通量105-711 μg m−2 yr−1,高于典型的开放海洋环境,类似于受风沙和河流大量输入影响的边缘地点。采样样带显示溶解的232Th通量向格陵兰岛方向增加,证实了岩石成因输入来自边缘的侧向。利用我们的232Th通量,我们估计溶解铁的供应增加,并越过大陆斜坡向公海延伸。这种铁通量大到足以支持大部分当地初级生产力,突出了岩石形成通量在支持高纬度海洋海洋生态系统中的重要性。
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引用次数: 0
Methane and Nitrous Oxide Budgets for Australasia: A Regional Assessment of Natural and Anthropogenic Sources and Sinks 澳大利亚甲烷和氧化亚氮预算:自然和人为来源和汇的区域评估
IF 5.5 2区 地球科学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2025-10-12 DOI: 10.1029/2024GB008484
Yohanna Villalobos, Josep G. Canadell, Elizabeth D. Keller, Peter R. Briggs, Phillip Ford, Ian N. Harman, Timothy W. Hilton, Allison Hogikyan, Ronny Lauerwald, Damien T. Maher, Adrien Martinez, Naiqing Pan, Benjamin Poulter, Laure Resplandy, Judith A. Rosentreter, Marielle Saunois, Hanqin Tian, Jacob Yeo, Zhen Zhang

We present the CH4 and N2O budgets for anthropogenic and natural sources and sinks of Australasia (Australia and New Zealand) from 2010 to 2019 using bottom-up and top-down methods, in line with the RECCAP-2 initiative, with extensions to 2022. We show that the bottom-up CH4 budget for Australasia (2010–2019) was a net source of 14.1 ± 5.5 Tg CH4 yr−1, with Australia and New Zealand contributing 84% and 16%, respectively. Anthropogenic sources contributed 55% of all CH4 emissions, the rest coming from natural sources, primarily wetlands. The bottom-up N2O budget was a net source of 0.5 ± 0.3 Tg N2O yr−1, with Australia contributing the majority (92%), mainly from natural sources (82%). Australasia top-down CH4 (10.4 ± 0.5 Tg CH4 yr−1) and N2O budgets (0.8 ± 0.5 Tg N2O yr−1) differ in magnitude from the bottom-up budgets but remain consistent within their uncertainties. Similar consistency is observed for Australia, while New Zealand shows significant discrepancies, particularly for N2O, where the bottom-up estimate is 71% higher than the top-down estimate. In terms of trends, bottom-up natural wetland CH4 emissions increased in both countries between 2010 and 2019. CH4 emissions from enteric fermentation slightly declined in Australia but increased in New Zealand. Soil N2O emissions from nitrogen additions increased in both countries, with a significant rise in New Zealand driving the overall positive trend in anthropogenic emissions. These findings highlight critical sectors with large mitigation potential and the significance of monitoring natural sources for possible biogeochemical-climate feedback.

我们根据RECCAP-2倡议,采用自下而上和自上而下的方法,提出了2010年至2019年澳大拉西亚(澳大利亚和新西兰)人为和自然源和汇的CH4和N2O预算,并将其延长至2022年。研究表明,澳大利亚(2010-2019)自下而上的CH4预算为14.1±5.5 Tg CH4 yr - 1的净来源,其中澳大利亚和新西兰分别贡献了84%和16%。人为来源贡献了所有CH4排放的55%,其余来自自然来源,主要是湿地。自下而上的N2O收支是0.5±0.3 Tg N2O年−1的净来源,澳大利亚贡献了大部分(92%),主要来自自然来源(82%)。澳大拉西亚自上而下的CH4(10.4±0.5 Tg CH4 yr - 1)和N2O预算(0.8±0.5 Tg N2O yr - 1)在量级上不同于自下而上的预算,但在其不确定性内保持一致。在澳大利亚也观察到类似的一致性,而新西兰则表现出显著的差异,特别是在N2O方面,自下而上的估算值比自上而下的估算值高71%。从趋势上看,2010 - 2019年,两国自下而上的自然湿地CH4排放均呈增加趋势。肠道发酵的CH4排放量在澳大利亚略有下降,但在新西兰有所增加。两国因添加氮而产生的土壤N2O排放量均有所增加,其中新西兰的显著增加推动了人为排放的总体积极趋势。这些发现突出了具有巨大缓解潜力的关键部门,以及监测自然来源以获得可能的生物地球化学-气候反馈的重要性。
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引用次数: 0
The Contribution of Deep Chlorophyll Maxima to Net Primary Production in the Southern Ocean 深海叶绿素最大值对南大洋净初级产量的贡献
IF 5.5 2区 地球科学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2025-10-08 DOI: 10.1029/2024GB008327
Clara R. Vives, Christina Schallenberg, Peter G. Strutton, Jørgen Bendtsen, Katherine Richardson, Philip W. Boyd

Deep chlorophyll maxima (DCMs) have long been studied in the northern hemisphere but have received less attention in the Southern Ocean. Their contribution to phytoplankton biomass and net primary productivity (NPP) is poorly resolved. Recently, the application of satellite NPP algorithms to biogeochemical (BGC)-Argo float data has improved vertically resolved NPP estimates. Using this approach on 12,700 BGC-Argo profiles south of 30°S, we report (1) subsurface (below the mixed layer) estimates of NPP, (2) the contribution of subsurface NPP to total NPP, and (3) the influence of DCMs and deep biomass maxima (DBMs) on (1) and (2). When DCMs are present (n = 2,119 profiles), subsurface NPP is 217 ± 106 mg C m−2 day−1 compared to 82 ± 92 mg C m−2 day−1 for all profiles. We further compare observations across seasons in four water masses from nitrate-limited oligotrophic waters north of the subtropical front to iron-limited regions further south, including the sea ice zone. Low-latitude DCMs (i.e., 30–44°S), show the highest contribution to column-integrated NPP. However, DCMs occur across all frontal zones and contribute significantly to total NPP when present. Rather than missing subsurface NPP associated with DCMs, the satellite Carbon-based Productivity Model (CbPM) tends to mistakenly assume DCMs below the mixed layer, overestimating NPP. This situation is somewhat ameliorated in the ferricline version of the CbPM due to better nutricline-euphotic depth alignment. Our results highlight the importance of understanding the vertical structure of phytoplankton stocks and productivity, with direct impacts on global NPP estimates and, ultimately, climate model projections.

深叶绿素极大值(dcm)在北半球已经研究了很长时间,但在南大洋却很少受到关注。它们对浮游植物生物量和净初级生产力(NPP)的贡献尚不清楚。近年来,将卫星NPP算法应用于生物地球化学(BGC)-Argo浮子数据,提高了垂直分辨率NPP估算。在30°S以南12700条BGC-Argo剖面上,我们报告了(1)地下(混合层以下)NPP的估计,(2)地下NPP对总NPP的贡献,以及(3)dcm和深层生物量最大值(DBMs)对(1)和(2)的影响。当dcm存在时(n = 2119个剖面),地下NPP为217±106 mg cm−2 day - 1,而所有剖面的NPP为82±92 mg cm−2 day - 1。我们进一步比较了四个水团的季节观测结果,从亚热带锋面以北的硝酸盐有限的少营养水域到更南的铁有限的地区,包括海冰带。低纬度dcm(即30-44°S)对柱积分NPP的贡献最大。然而,dcm发生在所有额叶区,当出现时对总NPP有显著贡献。卫星碳基生产力模型(CbPM)并没有忽略与dcm相关的地下NPP,而是倾向于错误地假设混合层以下的dcm,从而高估了NPP。这种情况在铁线版本的CbPM中有所改善,因为更好的营养线-光深度对准。我们的研究结果强调了了解浮游植物种群和生产力的垂直结构的重要性,这对全球NPP估算以及最终的气候模式预测具有直接影响。
{"title":"The Contribution of Deep Chlorophyll Maxima to Net Primary Production in the Southern Ocean","authors":"Clara R. Vives,&nbsp;Christina Schallenberg,&nbsp;Peter G. Strutton,&nbsp;Jørgen Bendtsen,&nbsp;Katherine Richardson,&nbsp;Philip W. Boyd","doi":"10.1029/2024GB008327","DOIUrl":"https://doi.org/10.1029/2024GB008327","url":null,"abstract":"<p>Deep chlorophyll maxima (DCMs) have long been studied in the northern hemisphere but have received less attention in the Southern Ocean. Their contribution to phytoplankton biomass and net primary productivity (NPP) is poorly resolved. Recently, the application of satellite NPP algorithms to biogeochemical (BGC)-Argo float data has improved vertically resolved NPP estimates. Using this approach on 12,700 BGC-Argo profiles south of 30°S, we report (1) subsurface (below the mixed layer) estimates of NPP, (2) the contribution of subsurface NPP to total NPP, and (3) the influence of DCMs and deep biomass maxima (DBMs) on (1) and (2). When DCMs are present (<i>n</i> = 2,119 profiles), subsurface NPP is 217 ± 106 mg C m<sup>−2</sup> day<sup>−1</sup> compared to 82 ± 92 mg C m<sup>−2</sup> day<sup>−1</sup> for all profiles. We further compare observations across seasons in four water masses from nitrate-limited oligotrophic waters north of the subtropical front to iron-limited regions further south, including the sea ice zone. Low-latitude DCMs (i.e., 30–44°S), show the highest contribution to column-integrated NPP. However, DCMs occur across all frontal zones and contribute significantly to total NPP when present. Rather than missing subsurface NPP associated with DCMs, the satellite Carbon-based Productivity Model (CbPM) tends to mistakenly assume DCMs below the mixed layer, overestimating NPP. This situation is somewhat ameliorated in the ferricline version of the CbPM due to better nutricline-euphotic depth alignment. Our results highlight the importance of understanding the vertical structure of phytoplankton stocks and productivity, with direct impacts on global NPP estimates and, ultimately, climate model projections.</p>","PeriodicalId":12729,"journal":{"name":"Global Biogeochemical Cycles","volume":"39 10","pages":""},"PeriodicalIF":5.5,"publicationDate":"2025-10-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://agupubs.onlinelibrary.wiley.com/doi/epdf/10.1029/2024GB008327","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145272190","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Global “Climate Opportunity Benefit” of Forest Regeneration: Meta-Analysis Shows Warming From Soil CH4 and N2O Is Small Relative to Agriculture 森林更新的全球“气候机会效益”:荟萃分析显示土壤CH4和N2O的变暖相对于农业较小
IF 5.5 2区 地球科学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2025-10-06 DOI: 10.1029/2024GB008446
Savannah S. Cooley, Elisabeth Moore, Jianna Martinez, Jocelyn Fahlen, Erin Maybach, Maya Gollerkeri, Anjali Rao Vasa, Sian Kou-Giesbrecht, Alexandra M. Huddell, Linnea Norton, Kerry Cawse-Nicholson, Ruth DeFries, Maria Uriarte, Duncan N. L. Menge

Global assessments of ecosystem regeneration as a climate mitigation strategy have traditionally focused on CO2, despite the acknowledgment that methane (CH4) and nitrous oxide (N2O) are also important greenhouse gases (GHGs). We conducted a meta-analysis of studies that measured soil CH4 and N2O fluxes in unmanaged, regenerating forested and savanna ecosystems, with a focus on understanding biome-specific differences in these GHG fluxes compared to a counterfactual of agricultural land use. We expected most regenerating ecosystems to act as small CH4 sinks and relatively larger N2O sources, with a net warming combined CH4-N2O effect. Three of the five forested biomes we studied followed this pattern: subtropical/tropical forest, subtropical/tropical savanna and temperate conifer forest (0.60 ± 0.30, 0.15 ± 0.06, and 0.83 ± 0.24 Mg CO2e ha−1 yr−1, respectively). Results suggest that even after 100 years of regeneration, the radiative cooling of the climate from CO2 sequestration in aboveground biomass exceeds the radiative warming driven by the net CH4-N2O effect among all ecosystems on average globally. We also found that the “climate opportunity benefit” of ecosystem regeneration—the difference in the net CH4-N2O effects of agriculture versus regeneration—yields a net cooling effect for all biomes. However, because the CH4-N2O effect diminishes the cooling effect of ecosystem regeneration, our results underscore that it is unsound to use ecosystem regeneration as a justification for continuing fossil fuel emissions.

作为气候减缓战略的生态系统再生的全球评估传统上侧重于二氧化碳,尽管人们认识到甲烷(CH4)和氧化亚氮(N2O)也是重要的温室气体(ghg)。我们对在未管理的、再生的森林和稀树草原生态系统中测量土壤CH4和N2O通量的研究进行了meta分析,重点是了解这些温室气体通量与农业用地反事实相比的生物群落特异性差异。我们预计大多数再生生态系统将作为较小的CH4汇和相对较大的N2O源,并伴有CH4-N2O的净变暖效应。我们研究的5个森林生物群落中有3个遵循这一模式:亚热带/热带森林、亚热带/热带稀树草原和温带针叶林(分别为0.60±0.30、0.15±0.06和0.83±0.24 Mg CO2e ha - 1 yr - 1)。结果表明,即使在100年的再生期之后,在全球范围内,所有生态系统中,地表生物量中CO2固存对气候的辐射冷却作用平均也超过了由CH4-N2O净效应驱动的辐射增温作用。我们还发现,生态系统再生的“气候机会效益”——农业与再生的CH4-N2O净效应的差异——对所有生物群系产生净降温效应。然而,由于CH4-N2O效应削弱了生态系统再生的冷却效应,我们的研究结果强调,将生态系统再生作为继续化石燃料排放的理由是不合理的。
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引用次数: 0
Atmospheric Deposition, Shelf Sediment Supply, Riverine Input, and Redox Conditions Control Dissolved Manganese in the Indian Ocean 大气沉积、陆架沉积物供应、河流输入和氧化还原条件控制印度洋溶解锰
IF 5.5 2区 地球科学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2025-10-06 DOI: 10.1029/2025GB008660
Nirmalya Malla, Sunil Kumar Singh

Dissolved manganese (dMn) is an essential bioactive element required for marine organisms. Redox condition determines its solubility and its solid phase removal from seawater. It displays a typical scavenging type profile in the Indian Ocean with an elevated concentration in the Oxygen Minimum Zone (OMZ) of the Bay of Bengal (BoB). The surface dMn decreases southward in the BoB, and its concentration gradient correlates well with salinity because of the enormous riverine influx. Reductive dissolution of Iron-manganese (Fe-Mn) oxyhydroxides-rich sediments brought by the Ganga-Brahmaputra rivers enriches dMn in the bottom waters of the shelf regions (∼25 nM), which gets advected to the open ocean through cross-shelf transport. The atmospheric input is the prominent source of dMn in the BoB. Transport of the Indonesian Through Flow waters supplies high dMn in the surface waters of the Central Indian Ocean Basin. Internal cycling seems to control the dMn distribution in the water column in addition to its external sources. Water column denitrification increases dMn in the OMZ waters of the BoB through the reductive dissolution of sinking Mn oxide particles under the prevailing suboxic conditions. The presence of two sub-surface peaks of dMn associated with nitrite maxima suggests active denitrification in the OMZ waters of the BoB, similar to the Arabian Sea. The interaction of circulating fluid with subducting Fe-Mn-rich crusts enriches the deep water dMn in the Java Sumatra region. Further, the hydrothermal activity over the Southeast and Central Indian Ridges contributes significantly to the dMn budget of the deeper waters.

溶解锰(dMn)是海洋生物必需的生物活性元素。氧化还原条件决定了其溶解度和固相去除率。在孟加拉湾(BoB)氧最低带(OMZ)浓度升高的情况下,印度洋呈现典型的扫食型剖面。表层dMn向南减少,由于大量的河流流入,其浓度梯度与盐度密切相关。Ganga-Brahmaputra河流带来的富含铁锰(Fe-Mn)氢氧化物的沉积物的还原溶解使大陆架区域底部水域(~ 25 nM)的dMn富集,并通过跨大陆架运输平流到开阔的海洋。大气输入是BoB中dMn的主要来源。印尼水流的输送为印度洋中部海盆表层提供了高dMn。除了外部来源外,内部循环似乎还控制着水柱中的dMn分布。在普遍的缺氧条件下,水柱反硝化通过还原溶解下沉的氧化锰颗粒,增加了BoB的OMZ水中的dMn。与亚硝酸盐最大值相关的两个dMn次表面峰的存在表明,在BoB的OMZ水域中存在活跃的反硝化作用,类似于阿拉伯海。循环流体与俯冲富铁锰地壳的相互作用使爪哇-苏门答腊地区深水dMn富集。此外,印度东南部和中部脊的热液活动对较深水域的dMn收支有重要贡献。
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引用次数: 0
BGC-Argo Floats Reveal Nitrite and Thiosulfate Dynamics in the Oceans With High Spatiotemporal Resolution BGC-Argo浮标揭示海洋中亚硝酸盐和硫代硫酸盐的高时空分辨率动态
IF 5.5 2区 地球科学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2025-10-03 DOI: 10.1029/2024GB008473
Mariana B. Bif, Kenneth S. Johnson

Marine oxygen deficient zones (ODZs) play a major role in the Earth's biogeochemical cycles and are responsible for nitrogen and sulfur removal from the oceans. Microbial-reducing reaction processes generate nitrite (NO2) and sulfur compounds as intermediaries that may accumulate in these zones. Current assessments on microbial transformations inside ODZs are based on shipboard measurements, and there are no well-resolved seasonal to annual observations or high-resolution vertical sampling that would characterize variability. Here, we propose an alternative statistical approach to analyze the raw output of the nitrate sensor from BGC-Argo floats with the ability to detect NO2 and thiosulfate (S2O32−) concentrations in addition to nitrate. The new approach provides data with great vertical and spatiotemporal resolution. The method can be applied to UV-spectrometer output data from SUNAs and ISUS nitrate sensors commonly deployed on various observing platforms. We validated the technique in the field by matching shipboard NO2 bottle data with float data from the Eastern Tropical North Pacific (ETNP) and Eastern Tropical South Pacific (ETSP) ODZs. We then show a complete time series of three floats as study cases. The ability to detect NO2 and S2O32− concomitantly with other key chemical variables (i.e., oxygen, pH, and bio-optics) at such fine scale allows for novel insights into the nitrogen and sulfur cycling of ODZs and processes driving these cycles. This new approach will enable fine-scale remote quantification of NO2 and S2O32− to support a better understanding of the biogeochemical transformations happening inside these already-expanding deoxygenated regions.

海洋缺氧区(odz)在地球的生物地球化学循环中发挥着重要作用,并负责从海洋中去除氮和硫。微生物还原反应过程产生亚硝酸盐(NO2−)和硫化合物作为中间体,可能在这些区域积累。目前对odz内部微生物转化的评估是基于船上的测量,没有很好的季节性或年度观测,也没有高分辨率的垂直采样来表征变化。在这里,我们提出了一种替代的统计方法来分析BGC-Argo浮标的硝酸盐传感器的原始输出,除了硝酸盐之外,还能检测NO2 -和硫代硫酸盐(S2O32 -)的浓度。新方法提供了高度垂直和时空分辨率的数据。该方法可应用于各种观测平台上常用的SUNAs和ISUS硝酸盐传感器的紫外光谱仪输出数据。通过将船上NO2−瓶数据与东热带北太平洋(ETNP)和东热带南太平洋(ETSP) odz的浮子数据进行匹配,我们在现场验证了该技术。然后,我们展示了三个浮点数的完整时间序列作为研究案例。在如此精细的尺度上检测NO2 -和S2O32 -以及其他关键化学变量(即氧、pH和生物光学)的能力,使我们能够对odz的氮和硫循环以及驱动这些循环的过程有新的认识。这种新方法将实现NO2 -和S2O32 -的精细远程量化,以支持更好地理解这些已经扩大的脱氧区域内发生的生物地球化学转变。
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引用次数: 0
Effect of Model Resolution on Air-Sea CO2 Equilibration Timescales 模式分辨率对海气二氧化碳平衡时间尺度的影响
IF 5.5 2区 地球科学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2025-09-30 DOI: 10.1029/2024GB008482
Yinghuan Xie, Paul Spence, Stuart Corney, Michael D. Tyka, Lennart T. Bach

Marine Carbon Dioxide Removal (mCDR) will likely play a role in efforts to keep global warming below 2°C. mCDR methods create a deficit in dissolved seawater CO2 relative to the unperturbed counterfactual. This seawater CO2 deficit induces either an uptake of atmospheric CO2 or reduced CO2 outgassing into the atmosphere. The immediate climatic benefit of mCDR depends on air-sea CO2 equilibration before the CO2 depleted seawater deficit in the surface ocean loses contact with the atmosphere through water mass ventilation. Air-sea CO2 equilibration occurs over vast ocean regions, which are too large to constrain equilibration with current observational methods. As such, numerical modeling is needed to evaluate the spatial and temporal scales of air-sea CO2 equilibration. This study employs the ACCESS-OM2 model at three resolutions (0.1°, 0.25°, and 1°) to evaluate the dependency of simulated equilibration timescales on model resolution. Results indicate that model resolution has limited influence on equilibration timescales in the tropics but exerts a more significant effect in polar regions. The main reason for the simulated differences is that different resolutions advect CO2-deficient seawater into different locations (horizontally and vertically) where air-sea exchange can occur at different rates. The comparison of our results with simulations made with other ocean models further suggests that differences due to model resolution are smaller than differences between different models of similar resolutions. Our results are one step forward in evaluating the robustness of model-based assessments of air-sea CO2 equilibration timescales.

海洋二氧化碳去除(mCDR)可能会在将全球变暖控制在2°c以下的努力中发挥作用。mCDR方法相对于未受干扰的反事实造成溶解海水二氧化碳的赤字。海水中二氧化碳的不足导致了大气中二氧化碳的吸收,或者减少了排放到大气中的二氧化碳。mCDR的直接气候效益取决于在海洋表面二氧化碳耗尽的海水赤字通过水团通风与大气失去接触之前的海气二氧化碳平衡。海气二氧化碳平衡发生在广阔的海洋区域,这些区域太大,无法用目前的观测方法来限制平衡。因此,需要数值模拟来评估海气二氧化碳平衡的时空尺度。本研究采用ACCESS-OM2模型在0.1°、0.25°和1°三种分辨率下评估模拟平衡时间尺度对模型分辨率的依赖性。结果表明,模式分辨率对热带地区平衡时间尺度的影响有限,但对极地地区的影响更为显著。模拟差异的主要原因是不同的分辨率将缺乏二氧化碳的海水平流到不同的位置(水平和垂直),在这些位置,海气交换可能以不同的速率发生。将我们的结果与其他海洋模式的模拟结果进行比较,进一步表明模式分辨率造成的差异小于相似分辨率的不同模式之间的差异。我们的结果在评估基于模型的海气二氧化碳平衡时间尺度评估的稳健性方面向前迈进了一步。
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引用次数: 0
Machine Learning Methods Suggest That Large Regional Changes in Phytoplankton Biomass Produced by Earth System Models Do Not Reflect Realistic Responses to Changing Climate 机器学习方法表明,由地球系统模型产生的浮游植物生物量的大区域变化并不能反映对气候变化的现实反应
IF 5.5 2区 地球科学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2025-09-26 DOI: 10.1029/2025GB008761
Anand Gnanadesikan, Jingwen Liu, Sandupal Dutta, Brandon Feole, Faith McCarthy, John Qian

Surface phytoplankton biomass (measured in mol C m−3) represents a critical parameter within the Earth System that is measured from space and simulated in Earth System Models. Under climate change, the current generation of Earth System Models agrees that low-latitude biomass will decline and high-latitude biomass will increase. However, on a regional scale, the magnitude, phenology and spatial pattern of these changes are highly inconsistent across models. We use machine learning to investigate the sources of the divergence and evaluate the realism of the simulations. We train Random Forests driven by environmental drivers to simulate surface phytoplankton biomass under both pre-industrial control and SSP5-8.5 scenarios. Outside the Arctic, the bulk of the changes in biomass are driven by rearrangements in the spatiotemporal distribution of environmental predictors. Large regional changes in models, however, are associated either with unrealistically low pre-industrial levels of macronutrients or unrealistically strong responses to those macronutrients. Within the Arctic, relationships between environmental predictors and biomass change under global warming. While increased light drives increased biomass, the effect is largest in models with a high nutrient bias. Feeding inputs from an ensemble of models to an emulator trained on observations predicts observed biomass better than the ensemble of the models does, highlighting the fact that models do not produce the correct relationships between environmental predictors and biomass. However, this technique does not yield mechanistically consistent predictions of biomass under climate change. Skepticism of large regional changes in surface phytoplankton biomass produced by individual models is warranted.

地表浮游植物生物量(以mol C m−3为单位)是地球系统内的一个关键参数,可以从空间测量并在地球系统模型中进行模拟。在气候变化下,当前一代地球系统模型一致认为低纬度生物量将下降,高纬度生物量将增加。然而,在区域尺度上,这些变化的幅度、物候和空间格局在不同模式之间高度不一致。我们使用机器学习来研究分歧的来源并评估模拟的真实性。我们训练由环境驱动因素驱动的随机森林来模拟工业化前控制和SSP5-8.5情景下的表层浮游植物生物量。在北极以外,生物量的大部分变化是由环境预测因子时空分布的重新排列驱动的。然而,模式中的大区域变化要么与工业化前大量营养素水平低得不现实有关,要么与对这些大量营养素的反应强得不现实有关。在北极,全球变暖下环境预测因子与生物量变化之间的关系。虽然增加的光照驱动增加的生物量,但在高营养偏倚的模型中效果最大。将来自模型集合的输入输入到经过观测训练的仿真器中,可以比模型集合更好地预测观测到的生物量,这突出了一个事实,即模型不能产生环境预测因子与生物量之间的正确关系。然而,这种技术不能产生气候变化下生物质的力学一致的预测。对单个模式产生的地表浮游植物生物量的大区域变化的怀疑是有根据的。
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引用次数: 0
The Greenhouse Gas Budget of Southeast Asia for 2000–2019 and Pathways Toward Climate Neutrality 2000-2019年东南亚温室气体预算与气候中和之路
IF 5.5 2区 地球科学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2025-09-24 DOI: 10.1029/2024GB008256
Masayuki Kondo, Prabir K. Patra, Josep G. Canadell, Philippe Ciais, Richard A. Houghton, Akihiko Ito, Chandra S. Deshmukh, Tomo'omi Kumagai, Xiangzhong Luo, Umakant Mishra, Atul K. Jain, Wei Li, Gerbrand Koren, Stephen Sitch, Ben Poulter, Hanqin Tian, Ana Bastos, Ronny Lauerwald, Judith A. Rosentreter, Naveen Chandra, Tazu Saeki, Marielle Saunois, Ingrid T. Luijkx, Takashi Maki, Takashi Nakamura, Kirari Hirabayashi, Takeshi Hirano, Nobuko Saigusa

Member countries of the Association of Southeast Asian Nations ratified the Paris Agreement and have initiated their own efforts to reduce greenhouse gas (GHG) emissions. However, the progress of these countries toward climate neutrality remains uncertain. Here, we estimated the combined budget for carbon dioxide (CO2), methane (CH4), and nitrous oxide (N2O) in Southeast Asia for 2000–2019 using bottom-up and top-down approaches. The CO2 emissions from deforestation were the largest source, followed by anthropogenic fire emissions, which together exceeded the CO2 uptake by natural vegetation and land-use change legacy (e.g., regrowth), yielding a net source of CO2 in the biosphere. The region's biosphere was also a net source of CH4 and N2O, which, combined with the CO2 budget, makes the Southeast Asian biosphere a net source of GHGs to the atmosphere, ranging from 2,003.2 ± 406.1 Tg CO2eq yr−1 (bottom-up) to 2,227.5 ± 572.8 Tg CO2eq yr−1 (top-down) for 2000–2019. Among non-biospheric GHG emissions (e.g., fossil fuels and waste-related emissions), coal usage has resulted in an unprecedented increase in CO2 emissions. The total GHG budget (the biospheric GHG budget plus the non-biospheric GHG fluxes) was calculated as a net source of 3,226.3 ± 406.2 Tg CO2eq yr−1 (bottom-up) and 3,406.4 ± 572.9 Tg CO2eq yr−1 (top-down) for 2000–2019. Our study revealed that Southeast Asia is experiencing the dual challenge of large emissions from deforestation and coal usage, necessitating the implementation of urgent mitigation strategies to ensure climate neutrality.

东南亚国家联盟(Association of Southeast Asian Nations)成员国批准了《巴黎协定》,并开始了各自减少温室气体排放的努力。然而,这些国家在实现气候中和方面的进展仍不确定。在这里,我们使用自下而上和自上而下的方法估算了2000-2019年东南亚地区二氧化碳(CO2)、甲烷(CH4)和一氧化二氮(N2O)的综合预算。森林砍伐造成的二氧化碳排放是最大的来源,其次是人为火灾排放,它们加起来超过了自然植被和土地利用变化遗留(例如,再生长)对二氧化碳的吸收,产生了生物圈中二氧化碳的净来源。该地区的生物圈也是CH4和N2O的净来源,结合CO2收支,使东南亚生物圈成为2000-2019年大气温室气体的净来源,范围从2,003.2±406.1 Tg CO2eq yr - 1(自下而上)到2,227.5±572.8 Tg CO2eq yr - 1(自上而下)。在非生物圈温室气体排放(例如,化石燃料和与废物有关的排放)中,煤炭的使用导致二氧化碳排放量空前增加。2000-2019年,总温室气体收支(生物圈温室气体收支加上非生物圈温室气体通量)的净来源为3,226.3±406.2 Tg CO2eq yr - 1(自下而上)和3,406.4±572.9 Tg CO2eq yr - 1(自上而下)。我们的研究表明,东南亚正面临着森林砍伐和煤炭使用造成的大量排放的双重挑战,有必要实施紧急缓解战略,以确保气候中立。
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引用次数: 0
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