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Distinct ARG profiles associated with class 1 integrons in municipal and industrial wastewater treatment plants 在城市和工业废水处理厂中,与1类整合子相关的不同ARG剖面
IF 14 1区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2025-06-03 DOI: 10.1016/j.ese.2025.100586
Yan Zhang , Zhiguo Su , Xuyang Qiu , He Liu , Donghui Wen , Lyujun Chen
Class 1 integrons facilitate horizontal gene transfer, significantly influencing antibiotic resistance gene (ARG) dissemination within microbial communities. Wastewater treatment plants (WWTPs) are critical reservoirs of ARGs and integrons, yet the integron-mediated dynamics of ARG transfer across different WWTP types remain poorly understood. Here we show distinct ARG profiles associated with class 1 integrons in municipal and industrial WWTPs using a novel approach combining nested-like high-throughput qPCR and PacBio sequencing. Although industrial WWTPs contained higher absolute integron abundances, their relative ARG content was lower (1.27 × 107–9.59 × 107 copies/ng integron) compared to municipal WWTPs (3.72 × 107–1.98 × 108 copies/ng integron). Of the 132,084 coding sequences detected from integrons, 56.8 % encoded antibiotic resistance, with industrial plants showing lower ARG proportions, reduced ARG array diversity, and greater incorporation of non-ARG sequences. These findings suggest industrial WWTP integrons integrate a broader array of exogenous genes, reflecting adaptation to complex wastewater compositions. This work enhances our understanding of integron-driven ARG dynamics in wastewater and offers a robust strategy for environmental integron analysis.
1类整合子促进水平基因转移,显著影响抗生素耐药基因(ARG)在微生物群落中的传播。污水处理厂(WWTPs)是ARG和整合子的关键储存库,然而整合子介导的ARG在不同类型污水处理厂之间转移的动力学尚不清楚。在这里,我们使用一种结合嵌套式高通量qPCR和PacBio测序的新方法,在市政和工业污水处理厂中显示了与1类整合子相关的不同ARG谱。虽然工业污水处理厂的绝对整合子丰度较高,但其相对ARG含量(1.27 × 107 - 9.59 × 107拷贝/ng整合子)低于市政污水处理厂(3.72 × 107 - 1.98 × 108拷贝/ng整合子)。在从整合子中检测到的132,084个编码序列中,56.8%编码了抗生素耐药性,工业植物显示出较低的ARG比例,降低了ARG阵列多样性,并且更多地结合了非ARG序列。这些发现表明工业污水处理整合子整合了更广泛的外源基因,反映了对复杂废水成分的适应。这项工作增强了我们对废水中整合子驱动的ARG动力学的理解,并为环境整合子分析提供了一个强大的策略。
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引用次数: 0
Establishing a nation-wide eco-environment monitoring network for sustainable governance 建立全国生态环境可持续治理监测网络
IF 14 1区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2025-05-30 DOI: 10.1016/j.ese.2025.100585
Dawei Zhang
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引用次数: 0
Water conservation strategies reduce greenhouse gas emission from wastewater treatment plants: A domino effect 节水策略减少废水处理厂的温室气体排放:多米诺骨牌效应
IF 14 1区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2025-05-27 DOI: 10.1016/j.ese.2025.100574
Zixiang He , Rupeng Wang , Jifeng Wang , Honglin Chen , Shiyu Zhang , Ke Wang , Junjiang Lai , Nanqi Ren , Shih-Hsin Ho
Wastewater-treatment plants (WWTPs) enable urban water reclamation but are significant sources of greenhouse-gas (GHG) emissions. Because GHG output scales with the volume and pollutant load of influent sewage, city-wide water-use patterns offer a direct yet under-examined lever for decarbonizing WWTP operations. The feedbacks linking demand-side water conservation to plant emissions remain poorly understood, obscuring important mitigation co-benefits. Here we show a domino-effect feedback between urban water-use patterns with WWTP carbon emissions. Our analysis demonstrates that optimized water management can improve average WWTP eco-efficiency by up to 189 %, leading to an annual reduction in water consumption of 48.3 billion m3 and a decrease in GHG emissions by 1.67 million tons CO2-equivalent. Under this synergistic water-carbon management scenario, the wastewater sector could achieve carbon neutrality by 2037, seven years ahead of schedules based solely on technological advancements. Our findings present a novel and replicable framework that simultaneously addresses water scarcity and climate change. Unlike costly and slow-to-implement technological innovations, leveraging cross-sectoral synergies in water-intensive industries such as agriculture and manufacturing offers a pragmatic pathway to meeting critical carbon-reduction targets.
污水处理厂(WWTPs)实现了城市水的回收利用,但也是温室气体(GHG)排放的重要来源。由于温室气体排放量与流入污水的体积和污染物负荷成正比,因此城市范围内的用水模式为污水处理厂的脱碳操作提供了一个直接但尚未得到充分研究的杠杆。人们对需求侧节水与工厂排放之间的反馈关系了解甚少,从而模糊了重要的缓解协同效益。在这里,我们展示了城市用水模式与污水排放碳排放之间的多米诺效应反馈。我们的分析表明,优化的水资源管理可以将污水处理厂的平均生态效率提高189%,从而每年减少483亿立方米的用水量,减少167万吨二氧化碳当量的温室气体排放。在这种水-碳协同管理情景下,废水行业可以在2037年实现碳中和,比仅依靠技术进步的计划提前7年。我们的研究结果提出了一个新颖的、可复制的框架,可以同时解决水资源短缺和气候变化问题。与成本高昂且实施缓慢的技术创新不同,利用农业和制造业等用水密集型行业的跨部门协同效应,为实现关键的碳减排目标提供了一条务实的途径。
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引用次数: 0
Compost-enhanced humification of organic pollutants: Mechanisms, challenges, and opportunities 堆肥增强有机污染物腐殖质化:机制、挑战和机遇
IF 14 1区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2025-05-27 DOI: 10.1016/j.ese.2025.100575
Dongyu Cui , Yike Kang , Beidou Xi , Ying Yuan , Qiao Liu , Wenbing Tan
Organic pollutants remain a persistent threat to ecosystems and human health. In soils, humification gradually converts these compounds into stable humic substances and attenuates their toxicity, but the transformation can take decades—far too slow to match current pollution loads. In this Perspective, we argue that mature compost offers a pragmatic means to accelerate this process: it delivers partially humified intermediates that can “seed” soil humification and shorten its timescale from decades to seasons. Spectroscopic evidence shows that compost-derived humus is enriched in aromatic backbones and reactive functional groups (–COOH, –OH) that both catalyze further condensation of organic matter and immobilise pollutants through π–π stacking, hydrogen bonding and covalent coupling. By merging these catalytic and sorptive functions, compost amendments provide a scalable, low-cost route to the long-term stabilization of organic contaminants. We outline the key mechanistic questions that now need resolution—particularly the reactivity of specific intermediates in situ—to guide field trials and unlock the full potential of compost-driven accelerated humification as an environmental remediation platform.
有机污染物仍然是对生态系统和人类健康的持续威胁。在土壤中,腐殖质作用逐渐将这些化合物转化为稳定的腐殖质物质,并减弱它们的毒性,但这种转化可能需要几十年的时间——与目前的污染负荷相比,太慢了。从这个角度来看,我们认为成熟的堆肥提供了一种加速这一过程的实用手段:它提供了部分腐殖质的中间体,可以“播种”土壤腐殖质化,并将其时间尺度从几十年缩短到一个季节。光谱证据表明,堆肥衍生的腐殖质富含芳香骨架和活性官能团(-COOH, -OH),它们通过π -π堆积、氢键和共价偶联催化有机物的进一步缩聚,并固定污染物。通过合并这些催化和吸附功能,堆肥修正为有机污染物的长期稳定提供了一种可扩展的、低成本的途径。我们概述了目前需要解决的关键机制问题,特别是特定中间体在现场的反应性,以指导现场试验,并释放堆肥驱动的加速腐殖化作为环境修复平台的全部潜力。
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引用次数: 0
Shifting regional development scenarios amplify legacy phosphorus threats to water quality 不断变化的区域发展情景放大了遗留的磷对水质的威胁
IF 14 1区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2025-05-09 DOI: 10.1016/j.ese.2025.100569
Wei Zhan , Yedong Gao , Haoran Zhang , Yu Tian , Yanan Zou , Xiang Li , Huihang Sun , Lipin Li , Yaruo Jin , Jiaxin Cao , Yiming Liu , Nanqi Ren
Legacy phosphorus, accumulated from past anthropogenic activities, poses persistent and complex threats to global water quality. Despite extensive efforts to control phosphorus inputs, legacy phosphorus can persist for decades and undermine restoration goals. Emerging evidence suggests that shifts in regional development patterns profoundly reshape the dynamics and environmental risks of legacy phosphorus accumulation and mobilization. However, the mechanisms by which development pattern shifts reshape legacy phosphorus trajectories remain poorly understood. Here we show the complex pathways linking development-driven land-use changes, biogeochemical buffering capacities, and legacy phosphorus mobilization through an integrative modeling framework that couples developmental shift coefficients, anthropogenic phosphorus inventories, and riverine time-lag modeling to diagnose and predict long-term legacy phosphorus risks. Using the Songhua River as a case study, our results reveal that shifts from industrial to agricultural dominance significantly amplify legacy phosphorus accumulation by 86 times. Consequently, legacy phosphorus accounts for 65.4 %–69.9 %, surpassing current-year inputs and becoming the primary driver of riverine pollution. Furthermore, we demonstrate that development shifts systematically alter the dominant controlling factors, from fossil fuel emissions and drainage infrastructure to soil retention characteristics and agricultural practices, reshaping mitigation priorities. Our framework provides a generalizable methodology for quantifying legacy phosphorus risks under dynamic development patterns, offering immediate applications for water quality management. More broadly, this framework offers critical insights that can guide sustainable management strategies for linking evolving regional development patterns with long-term ecological restoration.
过去人类活动积累的遗留磷对全球水质构成持续和复杂的威胁。尽管采取了广泛的努力来控制磷的投入,但遗留的磷可以持续数十年,并破坏恢复目标。新出现的证据表明,区域发展模式的转变深刻地重塑了遗留磷积累和动员的动态和环境风险。然而,发展模式转变重塑遗留磷轨迹的机制仍然知之甚少。在这里,我们通过一个综合建模框架,结合发展转移系数、人为磷库存和河流时滞模型,展示了连接发展驱动的土地利用变化、生物地球化学缓冲能力和遗留磷动员的复杂途径,以诊断和预测长期遗留磷风险。以松花江为例,我们的研究结果表明,从工业到农业主导的转变显著增加了86倍的遗产磷积累。因此,遗留磷占65.4% - 69.9%,超过当年投入,成为河流污染的主要驱动因素。此外,我们证明,发展转变系统地改变了主要控制因素,从化石燃料排放和排水基础设施到土壤保持特征和农业实践,重塑了缓解优先事项。我们的框架为动态发展模式下的遗留磷风险量化提供了一种通用的方法,为水质管理提供了直接的应用。更广泛地说,这一框架提供了重要的见解,可以指导可持续管理战略,将不断变化的区域发展模式与长期生态恢复联系起来。
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引用次数: 0
Biomanufacturing of hydrogen from waste molasses: A full-scale application 废糖蜜氢的生物制造:全面应用
IF 14 1区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2025-05-07 DOI: 10.1016/j.ese.2025.100568
Nan-Qi Ren , Jian-Zheng Li , Jie Ding , Xian-Feng Yan , Nan Li , Ni Zhang , De-Feng Xing , Zhi Qin , Qian-Liang Liu , Wan-Qian Guo , Tian-hui Xie , Shan-Shan Yang , Yu Tao
Biomanufacturing of hydrogen by acidogenic fermentation presents a promising avenue for sustainable hydrogen production; however, data on its full-scale application remain limited. Here we evaluate the performance of a 100 m3 continuous-flow stirred-tank reactor (CSTR) utilizing waste molasses and inoculated with aerobic excess sludge for hydrogen production. The reactor operated at 35 °C with a constant hydraulic retention time of 5.8 h, while the organic loading rate (OLR) was incrementally increased from 9.3 to 57.3 kg COD m−3 d−1. By day 19, stable ethanol-type fermentation was established, yielding an average of 265 m3 of hydrogen per day. Over the subsequent 72 days, the reactor maintained continuous operation, achieving an average hydrogen production rate of 282 m3 d−1 at an average OLR of 28.5 kg COD m−3 d−1. Bioaugmentation with Ethanoligenens harbinense YUAN-3 at a 0.5 % volume fraction relative to the mixed liquor volatile suspended solids further enhanced hydrogen production to an average of 348 m3 d−1. Despite fluctuations in the OLR between 17.1 and 55.2 kg COD m−3 d−1, ethanol-type fermentation persisted throughout the bioaugmentation period. These findings demonstrate the viability of full-scale acidogenic fermentation for efficient hydrogen biomanufacturing from high-strength organic wastewater.
产酸发酵生物制氢是一种很有前途的可持续制氢途径;然而,关于其全面应用的数据仍然有限。在这里,我们评估了一个100立方米的连续流搅拌槽反应器(CSTR)的性能,该反应器利用废糖蜜并接种好氧剩余污泥用于制氢。反应器运行温度为35℃,水力停留时间为5.8 h,有机负载率(OLR)由9.3 kg COD m−3 d−1逐步提高到57.3 kg COD m−3 d−1。到第19天,建立了稳定的乙醇型发酵,平均每天产生265 m3的氢气。在随后的72天里,反应器保持连续运行,平均产氢率为282 m3 d - 1,平均OLR为28.5 kg COD m - 3 d - 1。以相对于混合液挥发性悬浮物的0.5%体积分数添加乙醇寡聚烯habinense YUAN-3,进一步提高了产氢量,平均达到348 m3 d - 1。尽管OLR在17.1和55.2 kg COD m - 3 d - 1之间波动,但乙醇型发酵在整个生物增强期持续存在。这些发现证明了大规模产酸发酵从高强度有机废水中高效制氢的可行性。
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引用次数: 0
Global mismatch between ecosystem service supply and demand driven by climate change and human activity 气候变化和人类活动导致的全球生态系统服务供需不匹配
IF 14 1区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2025-05-06 DOI: 10.1016/j.ese.2025.100573
Shiqi Tian , Wei Wu , Shaofeng Chen , Zhe Li , Kai Li
Assessing the balance between ecosystem service supply and demand (ESSD) relationship and identifying its driving factors is essential for addressing ecosystem degradation. While previous local-scale studies have highlighted climate change and human activities as critical influences, their roles at a global scale remain poorly understood. Here, we analyze the global dynamics of supply–demand relationships for four key ecosystem services—food production, carbon sequestration, soil conservation, and water yield—over the period 2000–2020. We find that ESSD relationships generally exhibit spatially high supply-low demand and quantitatively surplus characteristics. Climate change and human activity influence ESSD relationships in dual-directional pathways. Specifically, they positively affect food production and soil conservation in 80.69 % and 72.50 % of global regions respectively; while negatively influencing carbon sequestration and water yield in 76.74 % and 62.44 % of global regions respectively. Human activity primarily shapes the ESSD relationships for food production and carbon sequestration, with mean contribution rates of 66.54 % and 60.80 % respectively; whereas climate change exerts greater control over soil conservation and water yield, with mean contribution rates of 54.62 % and 55.41 % respectively. Our findings clarify the direction (positive or negative), mode (individual or combined), contribution rates, and geographic distribution of these impacts. This research closes a critical gap in understanding global ESSD relationships and provides essential insights to inform sustainable ecosystem management from local to global scales.
评估生态系统服务供需平衡关系并确定其驱动因素是解决生态系统退化问题的关键。虽然以前的局地尺度研究强调了气候变化和人类活动的关键影响,但它们在全球尺度上的作用仍然知之甚少。本文分析了2000-2020年期间四种关键生态系统服务(粮食生产、碳固存、土壤保持和水产量)的全球供需关系动态。研究发现,ESSD关系普遍表现出空间上的高供给-低需求和数量上的过剩特征。气候变化和人类活动对ESSD关系的影响是双向的。其中,对全球80.69%和72.50%的地区的粮食生产和土壤保持具有积极影响;而对全球76.74%和62.44%的区域固碳和产水分别产生负面影响。人类活动主要影响粮食生产和碳固存的ESSD关系,平均贡献率分别为66.54%和60.80%;而气候变化对土壤保持和水分产量的影响更大,平均贡献率分别为54.62%和55.41%。我们的发现阐明了这些影响的方向(积极或消极)、模式(单独或联合)、贡献率和地理分布。这项研究填补了理解全球生态系统可持续发展关系的关键空白,并为从地方到全球范围的可持续生态系统管理提供了重要见解。
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引用次数: 0
Global antibiotic hotspots and risks: A One Health assessment 全球抗生素热点和风险:同一个健康评估
IF 14 1区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2025-05-01 DOI: 10.1016/j.ese.2025.100564
Bingshuang Yan , Fuyang Huang , Jiaolong Ying , Dafang Zhou , Samira Norouzi , Xianming Zhang , Bin Wang , Fei Liu
Antibiotics are increasingly prevalent in global environments, driving antimicrobial resistance and disrupting microbial cycling. These impacts pose threats to human, animal, and environmental health. Therefore, addressing this emergent issue necessitates a One Health framework that integrates these interconnected dimensions. Here we systematically review 137 antibiotics across diverse global environmental compartments. We find that sulfonamides, macrolides, quinolones, and tetracyclines are globally ubiquitous, particularly prevalent in Asia and Africa, whereas β-lactams dominates in Europe. Hierarchical clustering revealed ten priority antibiotics in liquid phases and eight in solid phases requiring urgent attention. Regional analysis indicated the highest antibiotic concentrations within wastewater treatment plant liquids in the Americas and surface waters in Africa, with generally lower levels detected in Asia and Europe. Utilizing a One Health assessment framework, we integrated Predicted No-Effect Concentrations for antibiotic resistance selection (PNECRS) relevant to human and animal health with Minimum Inhibitory Concentrations (MICs) affecting microbial nitrogen cycling processes. Risk assessment highlighted wastewater treatment plant liquids (20 % average exceedance) and animal manure (44 % average exceedance) as the most critical compartments. Africa exhibited the highest overall risk, averaging a 53 % exceedance rate. Notably, ciprofloxacin and ofloxacin in liquid phases, as well as enrofloxacin and norfloxacin in solid phases, emerged as antibiotics posing significant One Health risks. This study advances our understanding of antibiotic distribution globally, offering a foundation for targeted interventions to mitigate antibiotic-related risks across human, animal, and environmental health sectors.
抗生素在全球环境中日益普遍,推动了抗菌素耐药性并破坏了微生物循环。这些影响对人类、动物和环境健康构成威胁。因此,解决这一紧急问题需要一个统一健康框架,该框架集成了这些相互关联的方面。在这里,我们系统地回顾了137种抗生素在不同的全球环境隔间。我们发现磺胺类药物、大环内酯类药物、喹诺酮类药物和四环素类药物在全球普遍存在,尤其是在亚洲和非洲,而β-内酰胺类药物在欧洲占主导地位。分层聚类揭示了10种优先的液相抗生素和8种迫切需要关注的固相抗生素。区域分析表明,美洲和非洲地表水的废水处理厂液体中抗生素浓度最高,亚洲和欧洲检测到的水平普遍较低。利用One Health评估框架,我们整合了与人类和动物健康相关的抗生素耐药性选择的预测无效应浓度(PNECRS)和影响微生物氮循环过程的最低抑制浓度(mic)。风险评估强调废水处理厂液体(平均超标20%)和动物粪便(平均超标44%)是最关键的隔间。非洲的总体风险最高,平均超过53%。值得注意的是,液相的环丙沙星和氧氟沙星,以及固相的恩诺沙星和诺氟沙星,成为对健康构成重大威胁的抗生素。这项研究促进了我们对抗生素全球分布的理解,为有针对性的干预措施提供了基础,以减轻人类、动物和环境卫生部门的抗生素相关风险。
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引用次数: 0
Aligning regional carbon neutrality pathways with national climate goals: An integrated analytical framework 调整区域碳中和路径与国家气候目标:一个综合分析框架
IF 14 1区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2025-05-01 DOI: 10.1016/j.ese.2025.100571
Li Zhang , Mingyu Li , Zhe Zhang , Linyan Li , Jin Yuan , Shuying Zhu , Huili Wang , Min Jia , Jianhui Ruan , Lingyun Pang , Yingying Gu , Shu Ye , Xiaojun Chen , Lirong Zhang , Bofeng Cai , Jinnan Wang
Under national carbon neutrality targets, energy-producing regions hold significant responsibilities for reducing emissions. Given the diverse economic, industrial, and resource profiles of these regions, tailored strategies are essential for designing regional emission pathways. Currently, a systematic analysis that simultaneously integrates broader national climate objectives and regional heterogeneity is lacking, hindering the formulation of localized roadmaps. To address this gap, we propose an integrated analytical framework combing top-down and bottom-up approaches. It considers macro-level constraints (socio-economic development) and micro-level feasibility (renewable energy potential and forest carbon sinks), incorporating diverse regional characteristics such as resource endowment, energy consumption patterns, and industrial structures. We apply this approach to an energy-producing region in central China. Our analysis highlights the need for a clean energy transition that maintains energy security and meets growing electricity demands. By 2060, wind and solar power are projected to account for 87 % of electricity generation, representing a substantial shift from the current fossil-fuel-dependent structure. Significant reductions in greenhouse gas emissions can be achieved by optimizing the energy structure, enforcing production controls, and deploying advanced technologies across industry, transportation, and buildings. Additionally, enhancing carbon removal strategies will further support emission reduction targets. This framework demonstrates the feasibility of achieving climate objectives in fossil-fuel-dependent regions, providing strategic guidance for integrating regional traits into national decarbonization plans.
根据国家碳中和目标,能源生产地区在减排方面负有重大责任。鉴于这些地区不同的经济、工业和资源状况,量身定制的战略对于设计区域排放路径至关重要。目前,缺乏同时整合更广泛的国家气候目标和区域异质性的系统分析,阻碍了本地化路线图的制定。为了解决这一差距,我们提出了一个结合自顶向下和自底向上方法的综合分析框架。它考虑宏观层面的制约因素(社会经济发展)和微观层面的可行性(可再生能源潜力和森林碳汇),并结合不同的区域特征,如资源禀赋、能源消费模式和产业结构。我们将这种方法应用于中国中部的一个能源产区。我们的分析强调了清洁能源转型的必要性,以维护能源安全并满足日益增长的电力需求。到2060年,风能和太阳能预计将占到总发电量的87%,这意味着目前依赖化石燃料的结构将发生重大转变。通过优化能源结构、加强生产控制以及在工业、交通和建筑领域部署先进技术,可以显著减少温室气体排放。此外,加强碳清除战略将进一步支持减排目标。该框架展示了在依赖化石燃料的地区实现气候目标的可行性,为将区域特征纳入国家脱碳计划提供了战略指导。
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引用次数: 0
Machine learning reveals distinct aquatic organic matter patterns driven by soil erosion types 机器学习揭示了由土壤侵蚀类型驱动的不同水生有机物模式
IF 14 1区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2025-05-01 DOI: 10.1016/j.ese.2025.100570
Yingxin Shang , Kaishan Song , Zhidan Wen , Fengfa Lai , Ge Liu , Hui Tao , Xiangfei Yu
Chromophoric dissolved organic matter (CDOM), characterized by unique optical properties, is an essential indicator for understanding aquatic organic matter dynamics within global carbon cycles. Soil erosion, a major source of CDOM received by lakes, transports terrestrial organic matter to water bodies, altering sources, bioavailability and molecular complexity of CDOM significantly. Yet, the spatial patterns of CDOM in lakes from different soil erosion regions are still unknown. Here, we developed a robust machine learning framework (RMSEcalibration = 0.87 m-1) to estimate CDOM concentrations in lakes by integrating over 1300 in situ water samples with Landsat 8 OLI surface reflectance data. We then applied this model to map the spatial distribution of CDOM across lakes larger than 0.1 km2 in 2020. Our analysis revealed distinct spatial patterns, with mean CDOM absorption coefficients at 355 nm of 3.73 m-1 in freeze-thaw erosion regions, 6.31 m-1 in wind erosion regions, and 3.72 m-1 in hydraulic erosion regions, reflecting significant variations driven by erosion intensity. Two axes of PCA analysis explained over 48 % variations of CDOM for different soil erosion types. Chemical characterization indicated that polycyclic aromatic predominated in wind and hydraulic erosion regions, whereas freeze-thaw erosion regions exhibited higher proportions of peptides and unsaturated aliphatic compounds. This study highlights the crucial connection between terrestrial soil erosion processes and aquatic DOM composition, providing vital insights for evaluating global carbon cycling and carbon storage within inland ecosystems.
显色性溶解有机物(CDOM)具有独特的光学性质,是了解全球碳循环中水生有机物动态的重要指标。土壤侵蚀是湖泊吸收CDOM的主要来源,它将陆源有机质输送到水体中,显著改变了CDOM的来源、生物有效性和分子复杂性。然而,不同土壤侵蚀区湖泊CDOM的空间格局尚不清楚。在这里,我们开发了一个强大的机器学习框架(rmsecaration = 0.87 m-1),通过整合1300多个原位水样和Landsat 8 OLI表面反射率数据来估计湖泊中的CDOM浓度。然后,我们将该模型应用于2020年面积大于0.1 km2的湖泊的CDOM空间分布图。冻融化侵蚀区、风蚀区和水力侵蚀区在355 nm处的平均CDOM吸收系数分别为3.73 m-1、6.31 m-1和3.72 m-1,反映了侵蚀强度的显著变化。两轴主成分分析解释了不同土壤侵蚀类型下超过48%的CDOM变化。化学表征表明,风蚀区和水蚀区以多环芳香族化合物为主,冻融侵蚀区则以多肽和不饱和脂肪化合物为主。该研究强调了陆地土壤侵蚀过程与水生DOM组成之间的重要联系,为评估内陆生态系统的全球碳循环和碳储存提供了重要见解。
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Environmental Science and Ecotechnology
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