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Generative Artificial Intelligence for Environmental Assessment: A New Paradigm for Sustainability Analysis. 环境评估的生成式人工智能:可持续性分析的新范式。
IF 3 3区 环境科学与生态学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2026-02-09 DOI: 10.1007/s00267-026-02402-7
Syed Masiur Rahman, Asif Raihan, Shadi Abudalfa

This study presents a comprehensive review of the emerging role of Generative Artificial Intelligence (GenAI) in environmental assessment and sustainability analysis. Positioned within a new paradigm of environmental management, GenAI redefines traditional static models through dynamic, generative, and participatory approaches that integrate data synthesis, scenario modeling, and governance insight. Using a Systematic Literature Review (SLR) guided by the CIMO (Context-Intervention-Mechanism-Outcome) framework, this paper identifies and analyzes 182 scholarly and technical publications published between 2015 and 2025. The review synthesizes developments across key GenAI architectures-Generative Adversarial Networks (GANs), Variational Autoencoders (VAEs), Transformer-based Large Language Models (LLMs), and Diffusion Models-and evaluates their applications in synthetic data generation, scenario simulation, remote sensing, predictive analytics, and public engagement. The findings reveal that GenAI holds significant potential to address data scarcity, enhance model scalability, and promote participatory and interdisciplinary decision-making, while also presenting challenges related to interpretability, data bias, validation, environmental footprint, and ethical governance. To guide responsible implementation, the study proposes a three-tier framework emphasizing technical fidelity, transparency, and governance alignment. The implications underscore that effective integration of GenAI into environmental management requires hybrid modeling, participatory data governance, and sustainable AI infrastructures to ensure transparency, accountability, and equity. Collectively, this work advances an evidence-based understanding of how GenAI can underpin a data-driven, inclusive, and ethically responsible paradigm in environmental assessment.

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引用次数: 0
Seasonal and Spatiotemporal Dynamics of Plankton Communities Using eDNA Metabarcoding in Singal Reservoir. 利用eDNA元条形码研究信号库浮游生物群落的季节和时空动态。
IF 3 3区 环境科学与生态学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2026-02-04 DOI: 10.1007/s00267-025-02357-1
Ga Young Jo, Thodhal Yoganandham Suman, Chang Woo Ji, Cheol Hong, Young-Seuk Park, Dong-Soo Kong, Ihn-Sil Kwak

Understanding environmental drivers of plankton community assembly is critical for predicting ecosystem responses to environmental change in reservoir systems. This study employed environmental DNA (eDNA) metabarcoding to examine how temperature, dissolved oxygen, and spatial gradients structure plankton communities in Singal Reservoir, South Korea, across seasonal and spatial scales from 2021-2022. Water samples were collected from inflow, middle, and outflow zones during spring and autumn, with multi-depth sampling at the central site. The V9 region of 18S rRNA was amplified and sequenced to characterize eukaryotic plankton communities. PERMANOVA analysis revealed that environmental factors explained 39.72% of phytoplankton and 38.62% of zooplankton community variation, with total nitrogen showing the strongest statistical relationship (p = 0.03 for phytoplankton), while temperature and dissolved oxygen patterns revealed important ecological gradients. Phytoplankton communities (130 genera, 5 phyla) showed pronounced seasonal patterns, with autumn exhibiting significantly higher species richness (103 genera) than spring (48 genera) (PERMANOVA: F = 9.52, p = 0.001). Zooplankton communities (43 genera, 2 phyla) displayed similar seasonal trends (F = 7.06, p = 0.001). Spatial analysis demonstrated that sampling location explained 16.7% of zooplankton variance compared to only 1.2% for depth effects, contrasting with expectations about depth effects in shallow reservoirs. Temperature-dissolved oxygen interactions created distinct environmental niches: diatoms preferred high temperature-high oxygen conditions, while dinoflagellates were most common in high temperature-low oxygen environments. Spearman correlations showed environmental preferences, with taxa like Eudiaptomus showing preference for low nutrient conditions (rs = -0.860, p < 0.001 for electrical conductivity). These findings show that environmental selection, especially temperature and dissolved oxygen gradients, are the primary drivers of plankton community structure in reservoir ecosystems, with help predict community responses to climate change and guiding management decisions.

了解浮游生物群落聚集的环境驱动因素对于预测水库生态系统对环境变化的响应至关重要。本研究采用环境DNA (eDNA)元条形码技术,研究了2021-2022年韩国signal Reservoir浮游生物群落在不同季节和空间尺度上的温度、溶解氧和空间梯度结构。春、秋季分别从入流区、中流区和出流区采集水样,在中心站点进行多深度采样。对18S rRNA的V9区进行扩增和测序,以表征真核浮游生物群落。PERMANOVA分析结果显示,环境因子对39.72%的浮游植物和38.62%的浮游动物群落变化具有解释作用,其中总氮与浮游植物的统计关系最强(p = 0.03),而温度和溶解氧模式则具有重要的生态梯度。浮游植物群落(5门130属)具有明显的季节格局,秋季的物种丰富度(103属)显著高于春季(48属)(PERMANOVA: F = 9.52, p = 0.001)。浮游动物群落(2门43属)具有相似的季节变化趋势(F = 7.06, p = 0.001)。空间分析表明,采样位置解释了16.7%的浮游动物变异,而深度效应仅解释了1.2%,这与浅层水库对深度效应的预期形成了对比。温度-溶解氧的相互作用创造了独特的环境生态位:硅藻喜欢高温-高氧条件,而鞭毛藻在高温-低氧环境中最常见。Spearman相关性显示环境偏好,如Eudiaptomus一类的类群表现出对低营养条件的偏好(rs = -0.860, p
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引用次数: 0
What Lies Below: A Theory of Planned Behavior Study of Septic System Owners’ Practices in the Attoyac Bayou Watershed 下面是什么:Attoyac河流域化粪池系统业主行为的计划行为理论研究
IF 3 3区 环境科学与生态学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2026-01-30 DOI: 10.1007/s00267-025-02367-z
Emmanuel. C. Okolo, Audrey McCrary, Karissa Palmer, T. Allen Berthold, Holli R. Leggette

As populations increase, water quality is increasingly affected by failing septic systems that introduce harmful fecal bacteria (e.g., E. coli) into watersheds. Septic system owners play a vital role in reducing the impact of such bacteria. Therefore, our study aimed to examine factors that influence septic system owners’ decisions to improve septic system maintenance and protect watershed health in the Attoyac Bayou, located in East Texas. Using the theory of planned behavior, we addressed three research questions: (1) What are the characteristics of septic systems within the Attoyac Bayou watershed?; (2) How have septic system owners in the Attoyac Bayou watershed maintained their systems?; and (3) How do attitudes, subjective norms, and perceived behavioral control predict septic system maintenance behaviors? We sent a questionnaire to septic system owners in the Attoyac Bayou watershed that included questions about septic system characteristics, maintenance histories, and owners’ perceived norms, controls, attitudes, and intentions about septic systems. We found most septic systems in Attoyac Bayou are older conventional models with many owners lacking service contracts and reporting various times since the last pump out or inspection. While septic system owners generally demonstrate positive attitudes and confidence toward maintenance, our results revealed that attitude accounts for the greatest variance in maintenance behavior, with social norms and perceived behavioral control being less influential. Therefore, we recommend targeted messaging and interventions to reinforce positive attitudes, enhance perceived behavioral control, and promote consistent maintenance behaviors.

随着人口的增加,水质越来越受到失败的化粪池系统的影响,这些系统将有害的粪便细菌(如大肠杆菌)引入流域。化粪池系统业主在减少此类细菌的影响方面发挥着至关重要的作用。因此,我们的研究旨在研究影响化粪池系统所有者决定改善化粪池系统维护和保护流域健康的因素,位于德克萨斯州东部的阿托亚克河。利用计划行为理论,我们解决了三个研究问题:(1)阿托亚克河流域化粪池系统的特征是什么?(2)阿托亚克河流域的化粪池系统业主如何维护他们的系统?(3)态度、主观规范和感知行为控制如何预测化粪池系统维护行为?我们向Attoyac Bayou流域的化粪池系统所有者发送了一份调查问卷,其中包括化粪池系统的特征、维护历史以及所有者对化粪池系统的感知规范、控制、态度和意图等问题。我们发现Attoyac Bayou的大多数化粪池系统都是老式的传统模式,许多业主缺乏服务合同,并且在上次泵出或检查后多次报告。虽然化粪池系统业主普遍对维护表现出积极的态度和信心,但我们的研究结果显示,态度对维护行为的影响最大,而社会规范和感知行为控制的影响较小。因此,我们建议有针对性的信息传递和干预,以加强积极的态度,增强感知行为控制,并促进一致的维护行为。
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引用次数: 0
Assessment of groundwater governance in the transboundary Cambodia-Mekong River Delta Aquifer System: Generic framework formulation and application 跨界柬埔寨-湄公河三角洲含水层系统地下水治理评价:一般框架的制定和应用
IF 3 3区 环境科学与生态学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2026-01-30 DOI: 10.1007/s00267-026-02388-2
Tungish Uprety, Sangam Shrestha, Saurav KC, Mohanasundaram Shanmugam

Groundwater, constituting approximately 30% of global freshwater reserves, is a critical resource for domestic, agricultural, industrial, and environmental needs in the Lower Mekong Region. The transboundary Cambodia-Mekong River Delta Aquifer System (CMRDAS), shared by Cambodia and Vietnam, plays a vital role in sustaining regional livelihoods but faces increasing pressures from urbanization, climate change, and weak governance arrangements. Despite its importance, a comprehensive quantitative framework for assessing groundwater governance in transboundary aquifer systems remains lacking. This study addresses this gap by developing a generic, indicator-based framework for assessing transboundary groundwater governance. The framework integrates four governance dimensions, namely Technical, Legal and Financial, Institutional, and Operational, operationalized through 27 indicators and synthesized into a Transboundary Groundwater Governance Index (TGGI) measured on a standardized scale from 0 to 3. The framework was validated through expert-based assessment and subsequently applied to the CMRDAS using a structured survey of groundwater governance stakeholders from the Lower Mekong Region. The results indicate that groundwater governance in the CMRDAS remains at an incipient stage, with a TGGI score of 0.84, reflecting limited progress in transboundary coordination. Significant governance gaps persist across operational, institutional, legal, and financial dimensions, particularly at the transboundary level compared to national contexts. Governance provisions and institutional capacity were consistently more developed in Vietnam than in Cambodia, highlighting asymmetries in governance maturity and implementation capacity. The study identifies key priorities for strengthening groundwater governance, including reallocating financial resources, enhancing institutional capacity, fostering inclusive and participatory policy frameworks, improving transparency and data sharing, and reinforcing local and transboundary coordination mechanisms. Overall, the framework provides a replicable and policy-relevant tool to support the diagnosis and improvement of groundwater governance in transboundary aquifer systems.

地下水约占全球淡水储量的30%,是湄公河下游地区家庭、农业、工业和环境需求的重要资源。柬埔寨和越南共享的跨界柬埔寨-湄公河三角洲含水层系统(CMRDAS)在维持地区生计方面发挥着至关重要的作用,但面临着城市化、气候变化和治理安排薄弱带来的越来越大的压力。尽管它很重要,但仍然缺乏评估跨界含水层系统地下水治理的综合定量框架。本研究通过开发一个通用的、基于指标的框架来评估跨界地下水治理,从而解决了这一差距。该框架整合了四个治理维度,即技术、法律和金融、机构和运营,通过27个指标进行运作,并综合成一个跨界地下水治理指数(TGGI),以0到3的标准化尺度衡量。该框架通过基于专家的评估得到验证,随后通过对湄公河下游地区地下水治理利益相关者的结构化调查将其应用于CMRDAS。结果表明,CMRDAS的地下水治理仍处于起步阶段,TGGI得分为0.84,跨境协调进展有限。与国内情况相比,在业务、体制、法律和财政方面,特别是在跨境层面,仍然存在重大的治理差距。越南的治理规定和机构能力一直比柬埔寨更发达,突出了治理成熟度和实施能力的不对称性。该研究确定了加强地下水治理的关键优先事项,包括重新分配财政资源、提高机构能力、促进包容性和参与性政策框架、提高透明度和数据共享,以及加强地方和跨境协调机制。总体而言,该框架提供了一个可复制且与政策相关的工具,以支持跨界含水层系统地下水治理的诊断和改进。
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引用次数: 0
Wetland Transformation and Waterfowl Decline: Linking Habitat Change to Northern Pintail Losses in Punjab 旁遮普湿地改造和水禽减少:栖息地变化与北凤尾损失的联系
IF 3 3区 环境科学与生态学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2026-01-30 DOI: 10.1007/s00267-026-02386-4
Nayyar Batool, Aima Iram Batool, Muhammad Fayyaz Ur Rehman, Misbah Sarwar, Javaria Ikram, Naima Huma Naveed, Iram Inayat, Shaheen Riaz, Hakim Bibi

Vast number of migratory bird species rely on wetlands of Punjab Pakistan during tough wintering season. Most spectacular of these winter visitors are waterbirds including Northern pintail(Anas acuta). This study investigates the trends in Northern Pintail abundance and their correlation with wetland habitat conditions focusing on spatial and temporal shifts on longitudinal scale (2015–2025). We examine the complex interplay between rainfall variability, water quality and vegetation health to track habitat changes and their impact on Pintail populations. Northern Pintail populations were monitored through systematic boat-based and point-count surveys conducted across designated wetland sites. Long-term population trends were evaluated using the non-parametric Mann–Kendall trend test, complemented by Sen’s slope estimators to quantify the direction and magnitude of temporal changes in abundance. To assess the influence of environmental variables on Pintail population dynamics, Generalized Linear Mixed Models (GLMMs) were employed. Availability of water, vegetation pattern(Measured by NDVI) and rainfall pattern in particular region were taken as predictor variables. Population census data collected on yearly basis revealed a sharp decrease of Northern Pintails, with net declines exceeding 99% at both Namal Lake (99.04%) and Uchali Lake (99.19%). Average reduction in Northern Pintail numbers remained 98.34% across all the wetlands under study. Analysis of Normalized Difference Vegetation Index (NDVI) and Normalized Difference Water Index (NDWI) values identified the primary driver of this decline as extensive vegetation loss, which compromises the availability of food and shelter critical to the species’ survival. Results of current study highlights that the presence of water alone is insufficient to sustain viable waterbird populations; instead, the structural quality of vegetative habitat was acting as a limiting factor. The findings point to habitat degradation as a key contributor to the ongoing ecological crisis facing waterbirds in the region. Consequently, effective conservation strategies must go beyond hydrological interventions and focus on restoring and maintaining the ecological integrity of wetland habitats to reduce further biodiversity loss.

在艰难的冬季,大量的候鸟物种依赖巴基斯坦旁遮普的湿地。这些冬季来客中最壮观的是水鸟,包括北方尖尾鸟。研究了2015-2025年北方斑尾鱼丰度变化趋势及其与湿地生境条件的相关性,重点分析了纵向尺度上的时空变化。我们研究了降雨变异、水质和植被健康之间复杂的相互作用,以跟踪栖息地的变化及其对尖尾鱼种群的影响。本署在指定湿地进行系统的船载及点点调查,以监察北尾鱼的数量。使用非参数Mann-Kendall趋势检验评估长期人口趋势,辅以Sen斜率估计来量化丰度的时间变化方向和幅度。采用广义线性混合模型(Generalized Linear Mixed Models, glmm)评价环境变量对针尾鱼种群动态的影响。以特定区域的水分有效性、植被格局(NDVI测量)和降雨格局作为预测变量。每年收集的人口普查数据显示,北尖尾虎数量急剧减少,纳玛尔湖(99.04%)和乌恰里湖(99.19%)的净降幅均超过99%。在所有被研究的湿地中,北方斑尾鱼的数量平均减少了98.34%。对归一化植被指数(NDVI)和归一化水指数(NDWI)值的分析发现,这种下降的主要驱动因素是广泛的植被损失,这损害了对物种生存至关重要的食物和住所的可获得性。目前的研究结果强调,仅靠水的存在不足以维持可行的水鸟种群;相反,植被生境的结构质量是一个限制因素。研究结果指出,栖息地退化是该地区水鸟面临持续生态危机的主要原因。因此,有效的保护策略必须超越水文干预,而应侧重于恢复和维护湿地栖息地的生态完整性,以减少生物多样性的进一步丧失。
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引用次数: 0
Adaptive Basin Management under Determinate and Indeterminate Sustainability Factors 确定和不确定可持续性因素下的适应性流域管理
IF 3 3区 环境科学与生态学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2026-01-30 DOI: 10.1007/s00267-025-02368-y
Anirudh Sharma, Ajit Pratap Singh, Srinivas Rallapalli

Adaptive river basin management is uncertain and complex, as it requires assessing the combined effects of climate change and human activities. Conventional strength-weakness-opportunities and threat (SWOT) decision analysis failed to quantify the indeterminacy concerning factors in adaptive management. To address these limitations, this study introduces a hybrid decision-support system that combines interval valued fuzzy hybrid SWOT (IVFH-SWOT) analysis with fuzzy evaluation of resilience metrics (FERM). To demonstrate its effectiveness, the study evaluated 11 strategic options across four aspects of adaptive sustainability: ecological balance, hydrological-geomorphological integrity, socio-economic and energy potential, and catastrophe resilience. The derived strategies were prioritized based on the multi-stakeholder analysis performed on the data gathered about these four aspects. The findings underscore dam operations regulations (score: 0.7561), treatment of wastewater infrastructure (0.7226), and development of hydropower (0.7122) as the most efficacious strategies. These findings illustrate the trade-offs between resilience performance and sustainability under indeterminate conditions. The proposed framework offers a robust, transferable tool for practitioners and policymakers for adaptive sustainable river basin management.

适应性流域管理是不确定和复杂的,因为它需要评估气候变化和人类活动的综合影响。传统的优势-劣势-机会和威胁(SWOT)决策分析无法量化适应性管理中有关因素的不确定性。为了解决这些局限性,本研究引入了一种混合决策支持系统,该系统将区间值模糊混合SWOT (IVFH-SWOT)分析与弹性指标模糊评价(FERM)相结合。为了证明其有效性,该研究评估了适应性可持续性四个方面的11个战略选择:生态平衡、水文地貌完整性、社会经济和能源潜力以及抗灾能力。基于对这四个方面收集的数据进行多利益相关者分析,对衍生策略进行优先级排序。研究结果强调,大坝运行规范(得分:0.7561)、污水基础设施处理(得分:0.7226)和水电开发(得分:0.7122)是最有效的策略。这些发现说明了在不确定条件下弹性绩效和可持续性之间的权衡。提出的框架为从业者和决策者提供了一个强大的、可转移的工具,用于适应性可持续的流域管理。
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引用次数: 0
Photovoltaic and Aquaculture Environments Consistently Reduce Bacterial Diversity but Divergently Influence Ecological Stability: New Insights from Subsidence Lakes 光伏和水产养殖环境持续降低细菌多样性,但对生态稳定性的影响存在差异:来自沉降湖的新见解
IF 3 3区 环境科学与生态学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2026-01-30 DOI: 10.1007/s00267-025-02332-w
Xingchen Li, Lei Zhang, Yijie An, Sixu Gu, Feng Xu, Hua Cai

Photovoltaic (PV) installations and intensive aquaculture (AC), are increasingly common practices within subsidence lakes, potentially exacerbating aquatic environmental pollution and posing significant challenges for regional environmental management. However, their ecological consequences on bacterial communities remain poorly understood. Here, we investigated bacterial diversity, taxonomic composition, and ecological stability across three different habitats (REF, PV and AC) in subsidence lakes by high-throughput 16S rRNA sequencing. Our study elucidates significant habitat-specific shifts, with bacterial diversity and ecological complexity markedly reduced in PV habitats compared to reference subsidence lakes (REF), whereas ecological stability was enhanced. In contrast, AC habitats exhibited the lowest bacterial diversity and stability but the highest ecological complexity. Lower diversity in PV habitats primarily resulted from reduced dissolved oxygen, and stabilized environmental conditions. Conversely, nutrient enrichment (TN and TP) driven by aquaculture activities intensifying ecological network complexity but weakening stability due to over-dependence on dissolved organic matter (DOM). Our results highlight the critical ecological trade-offs induced by anthropogenic activities, providing important implications for managing microbial biodiversity and ecosystem functions in anthropogenically impacted lake environments.

Graphical Abstract

光伏(PV)装置和集约化水产养殖(AC)在下沉湖中越来越普遍,可能加剧水生环境污染,并对区域环境管理构成重大挑战。然而,它们对细菌群落的生态影响仍然知之甚少。通过高通量16S rRNA测序技术,研究了沉降湖3种不同生境(REF、PV和AC)的细菌多样性、分类组成和生态稳定性。我们的研究阐明了显著的栖息地特异性变化,与参考沉降湖(REF)相比,PV栖息地的细菌多样性和生态复杂性显著降低,而生态稳定性增强。交流生境的细菌多样性和稳定性最低,但生态复杂性最高。生物多样性降低的主要原因是溶解氧减少和环境条件稳定。相反,水产养殖活动驱动的养分富集(TN和TP)增加了生态网络的复杂性,但由于过度依赖溶解有机质(DOM)而削弱了生态网络的稳定性。我们的研究结果强调了人为活动引起的关键生态权衡,为人为影响湖泊环境中微生物多样性和生态系统功能的管理提供了重要启示。图形抽象
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引用次数: 0
Novel Insights into Driving Forces of Carbon Burial, Nutrient Heterogeneity, and Pollutant Release Pathways in Urban Lake Sediments 城市湖泊沉积物碳埋藏驱动力、养分异质性和污染物释放途径的新认识
IF 3 3区 环境科学与生态学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2026-01-30 DOI: 10.1007/s00267-026-02384-6
Jingshen Zhang, Xinxi Cao, Yanfang Diao, Guirong Li, Shengyong Jia, Xiaohui Hou, Fengchang Wu

Characterizing the variation of pollutants in lake sediment and clarifying their release into overlying water are essential for remediating contaminated sediment. In this study, the total carbon in urban lake sediments significantly decreased with increasing depth, indicating a gradual reduction in carbon burial capacity. Initially, carbon and nitrogen were sequestered by the lake sediments, but they gradually diffused into the water or escaped into the atmosphere over time. The C/N ratios and carbon isotope ratios indicated a shift from algae to C4 or crassulacean acid metabolism plants as the major organic matter with decreasing sediment depth, revealing a reduction in lake water eutrophication over the past decades. Stronger pollution and higher temperatures promoted the release of pollutants, with nitrogen primarily existing in the form of NH4+-N. The maximum release concentration of COD and total phosphorus (TP) occurred 8 h later than NH4+-N and NO3--N, indicating differing affinities for the solid phase due to disturbance. Aeration facilitated pollutants release, but organic compounds diffusing from solid sediment to pore water and then releasing into the overlying water lagged behind that of TP. The addition of biochar was effective in limiting the release of NH4+-N but did not significantly inhibit the release of COD and NO3--N. These findings contribute to a better understanding of pollutants variations, the mechanisms of carbon burial, and the release of pollutants into overlying water from urban lake sediment, in addition to providing new insight for understanding pollutants characteristics in urban lakes sediments.

表征湖泊沉积物中污染物的变化特征并澄清其向上覆水体的释放是修复污染沉积物的必要条件。在本研究中,城市湖泊沉积物中总碳随深度的增加而显著减少,表明碳埋藏能力逐渐降低。最初,碳和氮被湖泊沉积物隔离,但随着时间的推移,它们逐渐扩散到水中或逃逸到大气中。C/N比值和碳同位素比值表明,随着沉积物深度的减小,以藻类为主的有机物向C4或天冬酰胺类酸代谢植物转变,揭示了近几十年来湖泊水体富营养化程度的降低。较强的污染和较高的温度促进了污染物的释放,其中氮主要以NH4+-N的形式存在。COD和总磷(TP)的最大释放浓度比NH4+-N和NO3——N晚8 h,表明它们对固相的亲和力因扰动而不同。曝气促进了污染物的释放,但有机化合物从固体沉积物扩散到孔隙水再释放到上覆水的速度落后于TP。添加生物炭能有效限制NH4+-N的释放,但对COD和NO3——N的释放没有显著抑制。这些发现有助于更好地理解污染物的变化、碳埋藏机制以及污染物从城市湖泊沉积物释放到上覆水中,此外还为理解城市湖泊沉积物中的污染物特征提供了新的见解。
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引用次数: 0
Spatio-Temporal Dynamics and Diversity of Approaches in Multiscale Fire Governance 多尺度火灾治理的时空动态与方法多样性
IF 3 3区 环境科学与生态学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2026-01-30 DOI: 10.1007/s00267-025-02365-1
Christoph Neger, Octavio Romero-Cuapio, Nancy Maitrett-Bautista, Andrea Cruz-Martínez

In recent years, studies on fire governance have gained momentum, stressing that, besides technical fire management solutions, it is necessary to consider the array of stakeholders involved in this issue, including local communities. Some recent studies have suggested the need to go beyond superficial stakeholder classifications, considering nuances within stakeholder groups. The present paper adds to this discussion, highlighting the diversity of approaches, their spatial differences and temporal changes among stakeholders involved in fire governance of the La Sepultura Biosphere Reserve, a major wildfire hotspot in southern Mexico. It considers previous research alongside new information from 34 semi-structured expert interviews and fieldwork using ethnographic methods. The data are analysed within an environmental governance framework, considering qualitative social network analysis and inputs from political ecology studies. The results present a complex structure of differences in approaches and objectives that lie beyond established boundaries between stakeholder groups and classical dualities, such as between local communities and governmental agencies. The study also documents obstacles to effective stakeholder cooperation and provides some evidence on how these can be overcome. The framework developed here is relevant to other areas with similar wildfire challenges to enable a systematic revision of stakeholder roles in fire governance.

近年来,对火灾治理的研究势头强劲,强调除了技术上的火灾管理解决方案外,还需要考虑涉及该问题的一系列利益相关者,包括当地社区。最近的一些研究表明,需要超越表面的利益相关者分类,考虑利益相关者群体内部的细微差别。本文对这一讨论进行了补充,强调了参与墨西哥南部主要野火热点La Sepultura生物圈保护区火灾治理的利益相关者的方法多样性、空间差异和时间变化。它考虑了以前的研究以及来自34个半结构化专家访谈和使用人种学方法的实地调查的新信息。这些数据在环境治理框架内进行分析,考虑到定性的社会网络分析和政治生态学研究的投入。研究结果显示,在方法和目标方面存在复杂的差异,这些差异超出了利益相关者群体和传统二元性之间(如地方社区和政府机构之间)的既定界限。该研究还记录了利益攸关方有效合作的障碍,并就如何克服这些障碍提供了一些证据。这里开发的框架与其他面临类似野火挑战的地区相关,可以系统地修订利益相关者在火灾治理中的角色。
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引用次数: 0
Assessing Agricultural Methane Emissions and Temperature Feedbacks in the Loiret Region, France: A High-Resolution Sentinel-5P and Machine Learning Approach 评估法国卢瓦雷地区农业甲烷排放和温度反馈:高分辨率Sentinel-5P和机器学习方法
IF 3 3区 环境科学与生态学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2026-01-30 DOI: 10.1007/s00267-025-02374-0
Naji El Beyrouthy, Mario Al Sayah, Rita Der Sarkissian, Rachid Nedjai

Methane, a potent greenhouse gas, significantly contributes to climate change, with agriculture accounting for ~50% of anthropogenic emissions. This study investigates the impact of agriculture on methane emissions and surface temperature variation in the Loiret region, France, a mixed urban-rural landscape dominated by crops like Wheat, Maize, Barley and Rapeseed. Globally, it addresses how methane emissions from agricultural and urban sources interact to influence local temperature dynamics in mixed landscapes, and whether high-resolution data can enhance these insights. Using Sentinel-5P TROPOMI XCH₄ data statistically downscaled from its native ~7 km footprint (resampled to 1 km in Google Earth Engine) to 100 m grids via Random Forest machine learning. XCH4 integrated with Landsat-derived indices (Land Surface Temperature, Normalized Difference Vegetation Index, Normalized Difference Built-up Index, Land Use Land Cover), methane dynamics were analyzed from 2019 to 2024. Results reveal seasonal peaks of 1900.1 ppb in Autumn (post-harvest) and 1899.8 ppb in Winter (manure management), with a diffuse production pattern confirmed by wind back-trajectory analysis. A strong methane-temperature correlation (R² = 0.81) and urban-rural feedback loop highlight temperature-driven methanogenesis, amplified by agricultural and urban sources. Annual analysis shows a yearly increase in the concentration of methane between 2019 and 2024. Validation against field data yielded an R² of 0.85 and RMSE of 9.3 ppb, affirming the downscaled data’s reliability. The study demonstrates that machine learning enhances methane mapping resolution, urban and peri-urban emissions interact with agriculture to shape local temperatures. These findings provide a high-resolution, replicable, and relatively simple framework for monitoring methane-temperature interactions, offering insights for sustainable land management in temperate regions.

甲烷是一种强效温室气体,对气候变化有重大影响,农业排放约占人为排放的50%。本研究调查了农业对法国卢瓦雷地区甲烷排放和地表温度变化的影响,这是一个以小麦、玉米、大麦和油菜籽等作物为主的城乡混合景观。在全球范围内,它解决了农业和城市来源的甲烷排放如何相互作用,影响混合景观中当地的温度动态,以及高分辨率数据是否可以增强这些见解。使用Sentinel-5P TROPOMI XCH 4数据,通过随机森林机器学习,从原始的约7公里足迹(在谷歌Earth Engine中重新采样到1公里)统计缩小到100米网格。结合陆地卫星数据(地表温度、归一化植被指数、归一化建筑指数、土地利用土地覆盖指数),对2019 - 2024年甲烷动态进行了分析。结果表明,秋季(收获后)和冬季(粪便处理)的季节峰值分别为1900.1 ppb和1899.8 ppb,风反轨迹分析证实了扩散生产模式。甲烷与温度的强相关性(R²= 0.81)和城乡反馈环突出了温度驱动的甲烷生成,并被农业和城市来源放大。年度分析显示,2019年至2024年间甲烷浓度每年都在增加。对现场数据进行验证的R²为0.85,RMSE为9.3 ppb,确认了缩小后数据的可靠性。该研究表明,机器学习提高了甲烷制图分辨率,城市和城郊排放与农业相互作用,塑造了当地的温度。这些发现为监测甲烷-温度相互作用提供了一个高分辨率、可复制且相对简单的框架,为温带地区的可持续土地管理提供了见解。
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引用次数: 0
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Environmental Management
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