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Assessing the variations of the available flood storage capacity in a flood retention basin due to the changing environment. 评估蓄洪流域有效蓄洪能力随环境变化的变化。
IF 8.4 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2026-02-07 DOI: 10.1016/j.jenvman.2026.128847
Yuling Zhang, Dedi Liu, Zhenyu Wang, Zhenyu Mu, Jiaoyang Wang, Pan Liu, Lihua Xiong, Jie Chen, Hua Chen

Flood retention basin (FRB) is an important measure for the flood control. As the available flood storage capacity of FRB reflects the maximum amount of flood that can be stored, it is often varied due to the changing environment, which impacts on the its flood control function. Based on the principle of allowing only specific areas to be inundated for flood control, a systematic framework is proposed to quantify the variations of the available flood storage capacity of an FRB due to the combined effects of human activities and climate change. The Variable Infiltration Capacity hydrological model is a tool of simulation of flood flow in the framework. A Geodetector model is applied to figure out the contributions of human activities and climate change. Applying the framework to 42 FRBs in the middle reaches of the Changjiang River Basin, the results show a significant 9.6% decrease in total available flood storage capacity from 2000 to 2020, with human activities contributing more than climate change. The decrease of available flood storage capacities in the FRBs bring the increases of frequencies (i.e., the decrease of the standard of flood control) of the flood inflows that represents the maximum preventing flood for FRBs from 0.111%, 0.167%, 0.100% to 0.143%, 0.250% and 0.167%, respectively. Our study will not only help assess variations of the available flood storage capacity, but also contribute to the protection of the FRBs.

蓄洪池是防洪的一项重要措施。由于库容反映的是库容的最大值,库容往往会随着环境的变化而变化,从而影响库容的防洪功能。基于“只允许淹没特定区域进行防洪”的原则,提出了一个系统的框架来量化在人类活动和气候变化的综合影响下FRB的可用储洪能力的变化。变入渗量水文模型是框架内洪水流量模拟的工具。Geodetector模型用于计算人类活动和气候变化的贡献。结果表明:2000 - 2020年,长江中游42个frb的总有效蓄洪能力显著减少9.6%,人类活动的贡献大于气候变化。库区有效蓄水量的减少,导致库区最大防洪来水频率(即防洪标准的降低)分别从0.111%、0.167%、0.100%增加到0.143%、0.250%和0.167%。本研究不仅有助于评估现有蓄洪能力的变化,而且有助于对frb的保护。
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引用次数: 0
Hydrochar improves the dewaterability of digestate from anaerobic co-digestion of food waste and waste activated sludge: A neglected benefit. 氢炭提高了食物垃圾和垃圾活性污泥厌氧共消化的消化物的脱水能力:一个被忽视的好处。
IF 8.4 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2026-02-06 DOI: 10.1016/j.jenvman.2026.128822
Qiuxiang Xu, Haiyang Zhang, Qiqi Dong, Dongyi Li, Jialin Liang, Min Pan, Jiamin Zhang, Jonathan W C Wong

Although considerable effort has been devoted to have an in-depth understanding on the role of hydrochar on anaerobic co-digestion of food waste and waste activated sludge in enhancing biogas production, few studies have investigated on how it affects the digestate dewaterability. This work investigated the impact of different dosages of hydrochar (0, 2, 5, and 10 g L-1) on the digestate dewatering performance and its physicochemical characteristics during the anaerobic co-digestion of food waste and waste activated sludge, as well as underlying mechanism. Experimental results indicated that adding hydrochar obviously improved digestate dewaterability, with the specific resistance to filtration reducing by 62.0%-65.6% and the capillary suction time decreasing by 6.9%-24.0%. Mechanistic studies revealed that 10 g L-1 hydrochar reduced the protein content and enhanced the removal of tyrosine-like and tryptophan-like protein in extracellular polymeric substances. Fourier-transform infrared spectroscopy analysis demonstrated that adding hydrochar not only enhanced the removal of hydrophilic functional groups in extracellular polymeric substances, but also reduced the ratio of α-helix to (β-sheet + random coil). Consequently, extracellular polymeric substances hydrophobicity was preferred, resulting in better digestate dewaterability. Further microbial exploration indicated that 10 g L-1 hydrochar enriched the protein-hydrolyzing microbes, which probably contributed to the lower hydrophilic extracellular polymeric substances content and components, as well as weaker protein secondary structure. Further dewatering test demonstrated that hydrochar (especially at high-dose) still caused a positive effect on the subsequent dewatering of digestate when adding the regulator FeCl3. The current findings not only increased the appeal for the application of hydrochar in the anaerobic co-digestion of food waste and waste activated sludge, but also provided forward-looking insights on the neglected benefit of hydrochar on the subsequent dewatering process of the digestate.

虽然人们对食物垃圾和垃圾活性污泥厌氧共消化在提高沼气产量方面的作用已经有了相当深入的了解,但对其如何影响消化液脱水性能的研究却很少。研究了不同添加量(0、2、5、10 g L-1)的水炭对食物垃圾和垃圾活性污泥厌氧共消化过程中消化液脱水性能、理化特性的影响及其作用机制。实验结果表明,添加加氢炭可明显提高消化液的脱水性能,比过滤阻力降低62.0% ~ 65.6%,毛细管吸附时间减少6.9% ~ 24.0%。机制研究表明,10 g L-1的碳氢化合物降低了细胞外聚合物中蛋白质的含量,并促进了酪氨酸样蛋白和色氨酸样蛋白的去除。傅里叶变换红外光谱分析表明,加氢炭不仅增强了细胞外聚合物中亲水性官能团的去除,而且降低了α-螺旋与(β-片+随机螺旋)的比值。因此,细胞外聚合物的疏水性是首选的,从而导致更好的消化脱水能力。进一步的微生物探索表明,10 g L-1的氢炭富集了蛋白质水解微生物,这可能是导致亲水性胞外聚合物含量和组分较低,蛋白质二级结构较弱的原因。进一步的脱水试验表明,添加调节剂FeCl3后,水合物(特别是在高剂量时)对消化液的后续脱水仍有积极作用。目前的研究结果不仅增加了氢炭在食物垃圾和垃圾活性污泥厌氧共消化中的应用的吸引力,而且对氢炭在消化液后续脱水过程中被忽视的益处提供了前瞻性的见解。
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引用次数: 0
Electron beam-induced decomposition of nitrous oxide (N2O) and the critical role of oxygen. 电子束诱导氧化亚氮(N2O)分解及氧的关键作用。
IF 8.4 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2026-02-06 DOI: 10.1016/j.jenvman.2026.128803
Jieun Son, Sang-Hee Jo, Yong-Hwan Oh, Tae-Hun Kim, Tak-Hyun Kim, Seungho Yu

In recent years, nitrous oxide (N2O) has emerged as a critical target for mitigation owing to its exceptional stability and significant potential to cause global warming. Conventional abatement technologies, including thermal, catalytic, and plasma-based technologies, are currently limited by economic and scalability constraints, hindering their practical deployment. In this study, we developed an electron beam (EB) radiolysis approach to decompose N2O under ambient conditions. Utilizing an absorbed dose of 50 kGy, we achieved over 90 % decomposition of the 100 ppm N2O in both N2 and Ar backgrounds. However, oxygen inhibits radiolytic N2O decomposition by facilitating the reformation of N2O through reactions involving N2- and O2-derived reactive species. While net N2O formation was observed from N2 and O2 mixtures, the introduction of initial N2O effectively suppressed this process, demonstrating a distinct kinetic advantage for N2O decomposition. Therefore, net N2O decomposition was achieved when N2O and O2 concentrations were equivalent. The inhibitory effect of oxygen diminished at higher absorbed doses, indicating that elevated irradiation energies favor direct electron impact decomposition of N2O over indirect pathways mediated by reactive species. These findings establish EB radiolysis as an efficient and scalable strategy for N2O conversion. Moreover, they provide a clear scientific basis for addressing the challenges posed by oxygen in practical applications.

近年来,氧化亚氮(N2O)因其特殊的稳定性和造成全球变暖的巨大潜力而成为减缓的关键目标。传统的减排技术,包括热、催化和基于等离子体的技术,目前受到经济和可扩展性限制,阻碍了它们的实际应用。在这项研究中,我们开发了一种在环境条件下分解N2O的电子束(EB)辐射分解方法。利用50 kGy的吸收剂量,我们在N2和Ar背景下实现了100 ppm N2O的90%以上分解。然而,氧气通过促进N2-和o2衍生的反应物质对N2O的重组来抑制N2O的辐射分解。虽然N2和O2混合物中可以观察到净N2O的形成,但初始N2O的引入有效地抑制了这一过程,表明N2O分解具有明显的动力学优势。因此,当N2O和O2浓度相等时,可以实现N2O的净分解。在较高的吸收剂量下,氧的抑制作用减弱,表明较高的辐照能量有利于直接电子冲击分解N2O,而不是通过反应物质介导的间接途径。这些发现证实了EB辐射分解是一种有效且可扩展的N2O转化策略。此外,它们为解决实际应用中氧气带来的挑战提供了明确的科学依据。
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引用次数: 0
Synergistic effects of N-vacancies and S-doping in g-C3N4 for enhanced charge separation: Achieving simultaneous antibiotic degradation and solar-driven H2O2 synthesis. g-C3N4中n -空位和s掺杂对增强电荷分离的协同效应:实现抗生素降解和太阳能驱动H2O2合成的同时进行。
IF 8.4 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2026-02-06 DOI: 10.1016/j.jenvman.2026.128799
Yutong Liang, Wenhao Ji, Yu Wang, Zihao Zhang, Qi Wang, Cuiwei Du, Ruyan Chen, Xiaodan Liu, Jinglan Feng, Jianhui Sun, Shuying Dong

The development of bifunctional catalysts that combine photocatalytic pollutant degradation and hydrogen peroxide synthesis provides an effective strategy for dealing with environmental pollution and energy problems. Herein, a S-doped graphitic carbon nitride photocatalyst containing N-vacancies was synthesized by hydrothermal and calcination methods. The introduction of sulfur effectively modulated the valence band position of graphitic carbon nitride, thus enhancing its absorption efficiency of visible light. N vacancies in g-C3N4 not only effectively trap localized electrons to promote photogenerated electron-hole (e--h+) separation (forming localized states) but also introduce impurity energy levels in the band structure to enhance the adsorption and activation of reactive oxygen species. PL spectroscopy confirms that S doping and N vacancies generate active sites for charge trapping, suppressing e--h+ recombination. The synthesized SCN-E materials exhibit excellent bifunctional photocatalytic performance: (1) photocatalytic degradation of tetracycline antibiotics-degradation rates of tetracycline hydrochloride (TC), oxytetracycline (OTC), and chlortetracycline (CTC) reach ∼100%, 92%, and 94% within 30 min under visible light irradiation; (2) photocatalytic H2O2 synthesis-a yield of 1183.54 μmol L-1·h-1 is achieved after 30 min of O2 bubbling. In addition, the biotoxicity of the catalytically degraded antibiotic solutions to E. coli DH5α was basically eliminated.

光催化污染物降解与过氧化氢合成相结合的双功能催化剂的开发为解决环境污染和能源问题提供了有效的策略。本文采用水热法和煅烧法合成了一种含n空位的s掺杂石墨氮化碳光催化剂。硫的引入有效地调节了氮化石墨碳的价带位置,从而提高了其对可见光的吸收效率。g-C3N4中的N空位不仅能有效捕获局域电子,促进光生电子-空穴(e—h+)分离(形成局域态),还能在能带结构中引入杂质能级,增强活性氧的吸附和活化。PL光谱证实,S掺杂和N空位产生了电荷捕获的活性位点,抑制了e—h+的复合。合成的SCN-E材料具有优异的双功能光催化性能:(1)光催化降解四环素类抗生素——在可见光照射下,30 min内对盐酸四环素(TC)、土霉素(OTC)和金霉素(CTC)的降解率分别达到~ 100%、92%和94%;(2)光催化合成H2O2, O2鼓泡30 min,产率为1183.54 μmol L-1·h-1。此外,催化降解的抗生素溶液对大肠杆菌DH5α的生物毒性基本消除。
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引用次数: 0
Advances in carbon capture, conversion, and utilization: A review of sustainable chemical production pathways. 碳捕获、转化和利用研究进展:可持续化工生产途径综述。
IF 8.4 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2026-02-06 DOI: 10.1016/j.jenvman.2026.128869
Sandeep R Sahu, Neetu Vishwakarma, Nancy Sharma, Prabal Pratap Singh, Karan Singh, Dinesh Kumar, Mukesh Kumar, Ajit Sharma

Rising carbon emissions have intensified global climate change, creating an urgent need for innovative solutions that generate value while also reducing emissions. Carbon capture, conversion, and utilization (CCCU) is a transformational technique that captures and converts CO2 from energy and industrial sources into valuable fuels, chemicals, and materials. This review examines the current state of CCCU technologies, highlighting innovative materials including solvents, solid sorbents, and membranes, as well as main CO2 capture methodologies like pre-combustion, post-combustion, and oxy-fuel combustion. Emerging conversion technologies include photocatalysis, electrocatalysis, and biochemical pathways, with an emphasis on the synthesis of methanol, dimethyl carbonate (DMC), dimethyl ether (DME), urea, and formic acid. The role of nanomaterials and bio-inspired systems in enhancing conversion efficiency is also explored. Industrial case studies and life-cycle assessments demonstrate the economic and environmental viability of CCCU, particularly when paired with renewable energy sources such as green hydrogen. Despite promising progress, CCCU still faces technical, economic, and infrastructural challenges related to energy consumption, scalability, and policy support. Looking to the future, research should focus on creating hybrid systems that can combine capture and conversion in a single process, developing more advanced catalysts, designing flexible modular reactors, and improving efficiency using machine learning. CCCU can be unlocked to its full potential by integrating it into circular economy frameworks and industrial symbiosis models. CCCU promotes decarbonization by transforming CO2 waste into a valuable resource. This aligns economic growth with environmental responsibility and fosters sustainable development. This review focuses on the commercial viability of CCCU. The conference emphasized the critical importance of technological innovation and strategic implementation in establishing renewable energy as the foundation for a low-carbon, climate-resilient future.

不断上升的碳排放加剧了全球气候变化,迫切需要在减少排放的同时创造价值的创新解决方案。碳捕获、转化和利用(CCCU)是一种转型技术,它将能源和工业来源中的二氧化碳捕获并转化为有价值的燃料、化学品和材料。本文回顾了CCCU技术的现状,重点介绍了包括溶剂、固体吸附剂和膜在内的创新材料,以及主要的二氧化碳捕获方法,如燃烧前、燃烧后和全氧燃料燃烧。新兴的转化技术包括光催化、电催化和生化途径,重点是甲醇、碳酸二甲酯(DMC)、二甲醚(DME)、尿素和甲酸的合成。探讨了纳米材料和仿生系统在提高转化效率方面的作用。工业案例研究和生命周期评估证明了CCCU的经济和环境可行性,特别是与绿色氢等可再生能源相结合时。尽管CCCU取得了可喜的进展,但仍然面临着与能源消耗、可扩展性和政策支持相关的技术、经济和基础设施挑战。展望未来,研究应侧重于创建混合系统,将捕获和转换在单一过程中结合起来,开发更先进的催化剂,设计灵活的模块化反应器,并使用机器学习提高效率。通过将CCCU整合到循环经济框架和产业共生模式中,CCCU可以充分发挥其潜力。CCCU通过将二氧化碳废物转化为有价值的资源来促进脱碳。这使经济增长与环境责任相一致,促进可持续发展。这篇综述的重点是CCCU的商业可行性。会议强调了技术创新和战略实施对于将可再生能源作为低碳、气候适应型未来的基础至关重要。
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引用次数: 0
Enhancing the effectiveness of behavioral intervention through high-performing media and the RE-AIM framework: Randomized field experiments on reducing unintentional propagule introduction. 通过高效媒介和RE-AIM框架增强行为干预的有效性:减少无意传播引入的随机场实验。
IF 8.4 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2026-02-06 DOI: 10.1016/j.jenvman.2026.128765
Munemitsu Akasaka, Subaru Nakada

Limiting biological invasions is essential for conserving biodiversity and sustainable future. Preventing human-vectored introductions, especially into ecologically important areas, is recognized as critical; however, quantitative evidence on effective interventions, including those targeting behavioral change, is scarce. Moreover, beyond preventing biological invasion, the impact of the medium through which behavioral interventions are delivered on their effectiveness remains poorly understood in conservation. Here using the case of seed introduction into mountainous regions via footwear, we compared the effectiveness of behavioral interventions through cleaning stations equipped with five types of footwear-cleaning tools with overall participants. Specifically, we adopted the RE-AIM framework and evaluate effectiveness of the tools from three dimensions. While the same behavioral messages and intervention devices were used in all cases, the proportion of seeds removed using the cleaning station and the proportion of visitors who spontaneously used the cleaning station varied substantially across the tools used in the cleaning station. This resulted in significant differences in the proportion of seed interception by visitors' voluntary use of the cleaning station. Notably, cleaning stations equipped with a side-brushed scrubber showed the highest performance, intercepting an estimated 55% of seeds that would otherwise be introduced, even without enforcement. Moreover, the intention to use cleaning tools differed among tools, and was primarily constrained by perceived temporal and mental burdens. Our results highlighted the importance of medium in the conservation behavioral interventions. We also suggest utility of the framework in conservation for evaluating and reporting intervention effectiveness, and identifying priority areas for improvement.

限制生物入侵对保护生物多样性和可持续未来至关重要。防止人类媒介传播,特别是在生态重要地区,被认为是至关重要的;然而,关于有效干预措施的定量证据,包括那些以行为改变为目标的干预措施,很少。此外,除了防止生物入侵之外,行为干预所通过的媒介对其有效性的影响在保护中仍然知之甚少。在这里,我们以通过鞋类将种子引入山区为例,比较了通过配备五种鞋类清洁工具的清洁站对整体参与者进行行为干预的有效性。具体而言,我们采用了RE-AIM框架,并从三个维度评估工具的有效性。虽然在所有情况下都使用了相同的行为信息和干预装置,但使用清洁站清除种子的比例和自发使用清洁站的访客比例在清洁站使用的工具中存在很大差异。这导致访客自愿使用清洁站拦截种子的比例有显著差异。值得注意的是,配备侧刷式洗涤器的清洁站表现出最高的性能,即使没有强制执行,也能拦截估计55%的种子。此外,使用清洁工具的意图因工具而异,并且主要受到感知到的时间和精神负担的限制。我们的研究结果强调了介质在保护行为干预中的重要性。我们还建议利用该框架来评估和报告干预效果,并确定需要优先改进的领域。
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引用次数: 0
Microbial-derived carbon dominates shrub encroachment carbon loss in Inner Mongolia grasslands. 内蒙古草原灌木侵蚀碳损失以微生物源碳为主。
IF 8.4 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2026-02-06 DOI: 10.1016/j.jenvman.2026.128805
Yanpeng Yue, Liming Lai, Jihua Zhou, Guihao Wang, Ganggang Yang, Yuanrun Zheng

Shrub encroachment in semiarid regions significantly impacts the global carbon budget. However, how shrub encroachment affects soil organic carbon (SOC) and its components, including microbial-derived C (MDC) and plant-derived C (PDC), within different soil horizons remains unclear. A space-for-time substitution approach and two biomarkers (amino sugars and lignin phenols) were employed to examine the effects of shrub encroachment on SOC and its components, along with their driving factors, in the semiarid grasslands of northern China. The analysis revealed that shrub encroachment led to a substantial reduction in SOC stocks, with reductions ranging from 44.2% to 82.7% in the topsoil and 15.3% to 62.1% in the subsoil compared to grassland. This decline was driven primarily by reductions in MDC and PDC, with MDC alone explaining 48.43-59.17% (topsoil) and >65% (subsoil) of the total decrease. Moreover, mineral protection emerged as the primary factor influencing MDC and PDC in topsoil and subsoil. This study highlighted the important role of MDC in SOC vulnerability and emphasized the necessity of preventing shrub encroachment to safeguard SOC stocks in semiarid grasslands.

半干旱区灌木入侵对全球碳收支有显著影响。然而,灌木入侵如何影响土壤有机碳(SOC)及其组分,包括微生物源C (MDC)和植物源C (PDC),在不同的土壤层位上仍不清楚。采用时空替代方法和两种生物标志物(氨基糖和木质素酚)研究了灌木入侵对中国北方半干旱草原土壤有机碳及其组成的影响及其驱动因素。结果表明,灌丛入侵导致土壤有机碳储量显著减少,与草地相比,表层土壤有机碳储量减少44.2% ~ 82.7%,下层土壤有机碳储量减少15.3% ~ 62.1%。这种下降主要是由于MDC和PDC的减少,其中MDC单独解释了总减少的48.43-59.17%(表土)和bb0 65%(底土)。此外,矿物保护是表层土和底土中MDC和PDC的主要影响因素。本研究强调了MDC在SOC脆弱性中的重要作用,并强调了防止灌木入侵以保护半干旱草原SOC储量的必要性。
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引用次数: 0
Environmental semantic clustering-guided multimodal fusion for enhanced interpretability in methane concentration prediction. 基于环境语义聚类的多模态融合提高甲烷浓度预测的可解释性。
IF 8.4 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2026-02-06 DOI: 10.1016/j.jenvman.2026.128845
Yang Xu, Hao Wang, Jude D Kong

Methane is a potent greenhouse gas with significant climate implications, being approximately 84 times more impactful than CO2 over a 20-year timeframe. Accurately predicting the spatiotemporal distribution of methane concentrations, particularly near industrial sources, is essential for effective environmental monitoring and provides a critical foundation for subsequent emission source identification. This study introduces a novel Spatial-Temporal Cross-Attention Network (ST-CAN) to address the challenge of fusing sparse, high-frequency ground-based observations with spatially extensive but temporally infrequent satellite imagery. Using the Athabasca oil sands region as a case study, ST-CAN incorporates three synergistic innovations that work together to address data fusion challenges: (1) wavelet decomposition transforming high-frequency ground measurements into multi-scale temporal features capturing both long-term trends and short-term emission events; (2) environmental semantic clustering that identifies distinct atmospheric patterns from these wavelet features, providing interpretable contextual labels; and (3) a bidirectional cross-attention mechanism where these semantic cluster labels dynamically guide how ground temporal features query and fuse with satellite spatial information, adaptively prioritizing relevant features based on identified environmental states. The model is designed to leverage time-dense ground data to enhance the temporal resolution of weekly satellite-derived concentration maps, generating high-fidelity spatially representative methane concentration predictions by integrating information from four spatially distributed monitoring stations and satellite imagery, capturing regional-scale atmospheric dynamics. Extensive evaluations demonstrate ST-CAN significantly outperforms all the baseline models in predictive accuracy and robustness. The bidirectional mechanism notably improves interpolation during satellite data gaps, mitigating cloud cover and data sparsity challenges. By combining interpretability with advanced AI techniques, ST-CAN provides a transparent and scalable framework for high-resolution methane concentration modelling, advancing environmental monitoring capabilities and supporting targeted climate mitigation efforts.

甲烷是一种对气候有重大影响的强效温室气体,在20年的时间框架内,其影响大约是二氧化碳的84倍。准确预测甲烷浓度的时空分布,特别是工业排放源附近的甲烷浓度,对有效的环境监测至关重要,并为后续的排放源识别提供了重要基础。本研究引入了一种新的时空交叉关注网络(ST-CAN),以解决将稀疏、高频地面观测与空间广泛但时间不频繁的卫星图像融合的挑战。以阿萨巴斯卡油砂区为例,ST-CAN结合了三种协同创新,共同解决数据融合挑战:(1)小波分解将高频地面测量数据转化为多尺度时间特征,同时捕获长期趋势和短期排放事件;(2)环境语义聚类,从这些小波特征中识别出不同的大气模式,提供可解释的上下文标签;(3)双向交叉关注机制,这些语义聚类标签动态引导地面时间特征如何查询和融合卫星空间信息,并根据识别的环境状态自适应地优先考虑相关特征。该模型旨在利用时间密集的地面数据来提高每周卫星衍生浓度图的时间分辨率,通过整合来自四个空间分布的监测站和卫星图像的信息,捕获区域尺度的大气动力学,生成高保真的具有空间代表性的甲烷浓度预测。广泛的评估表明,ST-CAN在预测准确性和稳健性方面明显优于所有基线模型。双向机制显著改善了卫星数据缺口期间的插值,减轻了云层覆盖和数据稀疏性的挑战。通过将可解释性与先进的人工智能技术相结合,ST-CAN为高分辨率甲烷浓度建模提供了透明和可扩展的框架,提高了环境监测能力,并支持有针对性的气候减缓工作。
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引用次数: 0
Affordable risk mapping and detection of asbestos-cement roofs via remote sensing: towards accessible urban digital twins in low- to middle-income countries. 通过遥感对石棉水泥屋顶进行负担得起的风险测绘和检测:在低收入和中等收入国家实现可获得的城市数字孪生。
IF 8.4 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2026-02-06 DOI: 10.1016/j.jenvman.2026.128908
Manuel Saba, Carlos Castrillón-Ortíz, Ramón Torres-Ortega, Oscar E Coronado-Hernández, Ciro Bustillo-LeCompte

Deteriorating asbestos-cement (AC) roofs in urban areas pose environmental and public health risks from carcinogenic asbestos fibers. Accurate identification of these structures is crucial for hazard assessment and mitigation strategies. This study compared four supervised classification algorithms for AC roof detection using multispectral remote sensing data: Minimum Distance (MiD), Mahalanobis Distance (MhD), Spectral Angle Mapper (SAM), and Support Vector Machine (SVM). The dataset includes RGB, four- and eight-band multispectral, and hyperspectral images from an urban test site. Using ENVI® software, each classifier's performance was assessed across five land cover classes: AC, steel roofs, clay roofs, roads, and vegetation. A key novelty is the comparative analysis of these methods across a multi-scale dataset. High spatial resolution (0.18 m RGB and four-band imagery) achieved overall accuracies of 95% and 96%, respectively. Results indicate that readily available optical data with high spatial detail can outperform spectrally richer but coarser-resolution (1.2 m) satellite data in accuracy. This study emphasizes the discriminatory power of visible-near-infrared (VNIR) spectral information for AC identification across image types, contrasting with literature that relies on costly Shortwave Infrared (SWIR) data. This finding suggests a more accessible pathway for AC roof detection, beneficial for low- and middle-income countries transitioning from asbestos. A conceptual digital twin framework for urban roofing is proposed, offering authorities a tool to monitor AC roof remediation and curb illicit removal in low-to middle-income economies.

城市地区日益恶化的石棉水泥屋顶因致癌石棉纤维而构成环境和公共健康风险。准确识别这些结构对于危害评估和减灾战略至关重要。本研究比较了四种基于多光谱遥感数据的交流屋顶检测监督分类算法:最小距离(MiD)、马氏距离(MhD)、光谱角度映射(SAM)和支持向量机(SVM)。该数据集包括来自城市试验场的RGB、四波段和八波段多光谱和高光谱图像。使用ENVI®软件,每个分类器的性能在五个土地覆盖类别中进行评估:交流,钢屋顶,粘土屋顶,道路和植被。一个关键的新颖之处在于这些方法在多尺度数据集上的比较分析。高空间分辨率(0.18 m RGB和四波段图像)的总体精度分别达到95%和96%。结果表明,具有高空间细节的现成光学数据在精度上优于光谱更丰富但分辨率更粗(1.2 m)的卫星数据。与依赖昂贵的短波红外(SWIR)数据的文献相比,本研究强调了可见光-近红外(VNIR)光谱信息在不同图像类型的交流识别中的区别作用。这一发现表明了一种更容易获得的空调屋顶检测途径,有利于中低收入国家从石棉过渡。提出了城市屋顶的概念性数字孪生框架,为当局提供了一种工具,以监测空调屋顶修复并遏制中低收入经济体的非法拆除。
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引用次数: 0
Atomic H*-mediated electroreduction process facilitates purifying the industrial wastewater: Insights into mechanisms and detoxication. 原子H*介导的电还原过程有助于净化工业废水:对机制和解毒的见解。
IF 8.4 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2026-02-06 DOI: 10.1016/j.jenvman.2026.128798
Jia Yuan, Chunyu Wang, Xinrui Yuan, Xin Wang, Xu Gao, Yuxuan He

Due to the excessive chemical-energy consumption, conventional treatments (e.g. Fenton or catalytic ozonation) have faced great challenges when treating chemical wastewater containing tetrabromobisphenol S (TBBPS), a prevalent brominated flame retardant. This study proposes an electrocatalytic active atomic hydrogen (H*)-mediated electroreduction strategy, enabling enhanced degradation of TBBPS into intermediates with lower toxicity and higher biodegradability. A palladium-modified electrocatalytic microfiltration membrane (EMM) was developed to efficiently generate H*, which played a dominant role in the reductive debromination of TBBPS. By conducting quenching experiments, it was found that free H* and adsorbed H* co-dominate the TBBPS removal process. Under optimized conditions, the EMM achieved nearly complete removal (∼100%) of TBBPS (100 mg L-1) within 60 min, with a low energy consumption of 9.53 kWh/m3. The degradation pathway of TBBPS was proposed on the results of calculations and LC-MS analysis, and the evidence demonstrated the lower toxicity of the degradation intermediates. These findings emphasize the prospects of H*-mediated electroreduction strategy as a green and environmentally friendly treatment for industrial wastewater treatment.

由于过度的化学能源消耗,传统的处理方法(如Fenton或催化臭氧化)在处理含有四溴双酚S (TBBPS)的化学废水时面临着巨大的挑战。本研究提出了一种电催化活性原子氢(H*)介导的电还原策略,可以促进TBBPS降解成毒性更低、生物可降解性更高的中间体。制备了一种钯修饰的电催化微滤膜(EMM),可高效生成H*, H*在TBBPS的还原脱溴中起主导作用。通过淬火实验发现,游离H*和吸附H*共同主导了TBBPS的去除过程。在优化条件下,EMM在60分钟内几乎完全(~ 100%)去除TBBPS (100 mg L-1),能耗低至9.53 kWh/m3。根据计算结果和LC-MS分析,提出了TBBPS的降解途径,证据表明降解中间体毒性较低。这些发现强调了氢*介导的电还原策略作为一种绿色环保的工业废水处理方法的前景。
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引用次数: 0
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Journal of Environmental Management
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