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From policy to practice: Evaluating gender mainstreaming in Namibia's water sector 从政策到实践:评价纳米比亚水务部门的性别主流化
IF 4.1 3区 地球科学 Q2 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2026-06-01 Epub Date: 2026-01-14 DOI: 10.1016/j.pce.2026.104287
Rennie Munyayi , Benjamin Mapani , Rosemary Shikangalah
The Southern African Development Community (SADC) Member States adopted regional gender instruments that set targets for gender equality and were subsequently domesticated through national policies, including Namibia's National Gender Policy (2010–2020). This study examines the extent to which the Department of Water Affairs (within the Ministry of Agriculture, Water and Land Reform at the time of study) has translated formal gender equality commitments into substantive gender mainstreaming practices beyond policy rhetoric. Using a mixed-methods design, we combined document review with an online survey adapted from the International Labour Organisation gender audit framework. Forty-nine staff members responded (32 % response rate). Results indicate persistent institutional constraints: 87.8 % of respondents reported no formal training on gender equality in policy or programming, while confidence to perform core gender mainstreaming functions remained very low (2–5 %), alongside high non-response across proficiency items. Institutional support mechanisms were weak, with 89.8 % reporting no periodic support from gender focal points. At sector level, Namibia's AMCOW WASSMO Indicator 6.6 score declined from 44 % (2019) to 33 % (2024), suggesting that earlier policy-alignment gains were not sustained. Document review further identified no explicit budget allocations for gender mainstreaming within reviewed annual budgets (2018–2022), indicating limited fiscal institutionalisation. Interpreted through Gender and Development and institutional theory, the findings point to structural decoupling, weak incentives, and limited systematic embedding of gender requirements in planning, budgeting, monitoring, and programme design. We recommend establishing a dedicated gender mainstreaming unit, instituting gender responsive budgeting with tracked allocations, and strengthening applied capacity through mandatory training linked to performance and reporting. Further research should examine accountability architectures that can accelerate measurable gender outcomes across the SADC water sector.
南部非洲发展共同体(SADC)成员国通过了区域性别文书,设定了性别平等的目标,并随后通过国家政策加以规范,包括纳米比亚的《国家性别政策(2010-2020年)》。本研究考察了水利部(在研究时隶属于农业、水和土地改革部)在多大程度上将正式的性别平等承诺转化为超越政策修辞的实质性性别主流化实践。我们采用混合方法设计,将文件审查与改编自国际劳工组织性别审计框架的在线调查相结合。49名工作人员回应(32%的回复率)。结果表明持续的制度限制:87.8%的受访者报告在政策或规划方面没有接受过关于性别平等的正式培训,而执行核心性别主流化职能的信心仍然很低(2 - 5%),同时在熟练程度项目上高度无反应。机构支持机制薄弱,89.8%的人报告没有从性别问题协调中心获得定期支持。在部门层面,纳米比亚的AMCOW WASSMO指标6.6分从44%(2019年)降至33%(2024年),表明早先的政策协调成果没有持续。文件审查进一步发现,在审查的年度预算(2018-2022年)中,没有明确的性别主流化预算拨款,表明财政制度化程度有限。通过对性别与发展和制度理论的解释,研究结果指出了结构性脱钩、激励不力以及在规划、预算、监测和方案设计中系统地纳入性别要求的限制。我们建议设立一个专门的性别平等主流化部门,建立性别平等敏感的预算编制,跟踪拨款情况,并通过与绩效和报告相关的强制性培训加强应用能力。进一步的研究应该审查能够加速整个南部非洲发展共同体水部门可衡量的性别成果的问责制架构。
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引用次数: 0
Spatial distribution and ecological risk evaluation of microplastics in surface water, sediment, and Oreochromis niloticus from the Eravur sector, Batticaloa Lagoon, Sri Lanka 斯里兰卡Batticaloa泻湖Eravur区地表水、沉积物和尼罗褐藻中微塑料的空间分布和生态风险评价
IF 4.1 3区 地球科学 Q2 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2026-06-01 Epub Date: 2026-01-17 DOI: 10.1016/j.pce.2025.104260
A.S. Samrooth Jahan , J.M. Harris , M.H. Haroon , Sabiqah Tuan Anuar , Jose Hernandez Santos , Chingakham Chinglenthoiba
Batticaloa Lagoon is a major and prominent coastal ecosystem in Sri Lanka. However, increasing anthropogenic activities around the Eravur sector have raised the plastic accumulation thus lead to concern of microplastic contamination and ecological risk. Therefore, this study intends to examine the abundance, spatial distribution and compositional characterization of microplastics in three separate aquatic environmental components such as surface water, sediment, and Oreochromis niloticus at the Eravur lagoon. Total microplastic abundance in surface water and sediment was 512.25, 412.33 ± 19.90 items L−1 and ±29.26 items Kg−1dry weight respectively with significantly higher concentrations at those sites located at lagoon shore (267.6 ± 15.4 items L−1; 329.9 ± 22.3 items Kg-1) than lagoon sample sites (ANOVA, p < 0.001). Sediments had a greater proportion of microplastics (∼55 %) than surface waters, made of fragments and films, mostly white and transparent particles, and the smaller size fractions occupy the largest contributions to total counts (<1-2 mm-1-2mm: 30–34 %) in sediments; While in surface waters (2–4 mm: 41 %). Microplastics were found in 26 of 30 individuals of the O. niloticus (232 particles; 7.73 ± 6.8 ind−1), dominated by filaments (∼69 %), mostly <1 mm (∼62 %), and ingestion was positively correlated with fish weight and length (r = 0.799 and r = 0.793, respectively; p < 0.001). FTIR confirms seven major polymer types where PET was most abundant in sediment (26 %), PS in surface water (30 %) and PE and PP in fish samples (25 % each). The evidence of active microplastic transfer shows significant impacts on lagoon ecology.
Batticaloa泻湖是斯里兰卡重要的沿海生态系统。然而,在Eravur地区,越来越多的人为活动增加了塑料的积累,从而引起了对微塑料污染和生态风险的关注。因此,本研究旨在研究Eravur泻湖地表水、沉积物和尼罗河Oreochromis niloticus三种不同的水环境组分中微塑料的丰度、空间分布和组成特征。地表水和沉积物中总微塑料丰度分别为512.25、412.33±19.90项L−1和±29.26项Kg−1干重,其中泻湖岸边的微塑料丰度(267.6±15.4项L−1;329.9±22.3项Kg-1)显著高于泻湖样地(方差分析,p < 0.001)。沉积物中微塑料的比例(~ 55%)高于地表水,它们由碎片和薄膜组成,主要是白色和透明的颗粒,较小的颗粒占沉积物总数的最大贡献(<1-2 mm-1-2mm: 30 - 34%);而在地表水(2-4毫米:41%)。30条O. niloticus中有26条(232粒;7.73±6.8 ind - 1)中发现了微塑料,以细丝为主(~ 69%),大部分为1 mm(~ 62%),摄取量与鱼的体重和长度呈正相关(r = 0.799和r = 0.793; p < 0.001)。FTIR确认了7种主要的聚合物类型,其中PET在沉积物中含量最多(26%),PS在地表水中含量最多(30%),PE和PP在鱼类样本中含量最多(各占25%)。活性微塑料转移的证据显示对泻湖生态有显著影响。
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引用次数: 0
Revisiting the Urban heat and pollution Islands over the Kolkata metropolitan area, India 重访印度加尔各答大都市区的城市热岛和污染岛
IF 4.1 3区 地球科学 Q2 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2026-06-01 Epub Date: 2026-01-31 DOI: 10.1016/j.pce.2026.104330
Pragya Pandey , Bhishma Tyagi , Pradeep Kumar , Saroj Kumar Sahu , Kuldeep Sharma
Urban environments alter local climate and air quality through concentrated emissions of heat and pollutants, giving rise to effects such as Urban Heat Island (UHI) and Urban Pollution Island (UPI). These microclimatic phenomena have seen growth due to industrialisation and urbanisation. Their coupled interaction in the context of Indian cities, however, remains poorly understood. In this study, we have investigated the evolution of UHI and UPI over a megacity of India, Kolkata, with a focus on Kolkata Metropolitan Area (KMA) by analysing Remote Sensing (MODIS) and in situ measurements (CPCB) of Land Surface Temperature (LST), UHI, Aerosol Optical Depth (AOD), Direct and Diffuse Solar Radiation, and Particulate Matter (PM2.5 and PM10) for a collective period of 2001–2024. UHI and UPI were observed over KMA, with both Nighttime LST (NLST) and Daytime LST (DLST) as well as AOD having significantly higher values over the urban region by +1.79 °C, +2.92 °C, and 0.18, respectively, than in rural areas. The results also suggested that the magnitudes of UHI and UPI are increasing over the years for KMA. As a result of increasing UPI, the study observed a simultaneous reduction of direct solar radiation by 22.64 W/m2 and an increase of diffuse radiation by 18.82 W/m2 over urban areas for the study period. The study suggests that the UPI and UHI may influence each other through direct and diffuse radiative forcing, and that the modulation of urban surface energy balance may occur due to these changes, which may be a link to unprecedented weather events over the region. The results provide a scientific basis for developing policies on regional climate adaptation and air quality management in Indian cities.
城市环境通过集中排放热量和污染物改变当地气候和空气质量,产生城市热岛(UHI)和城市污染岛(UPI)等效应。由于工业化和城市化,这些小气候现象有所增加。然而,它们在印度城市背景下的耦合相互作用仍然知之甚少。在这项研究中,我们通过分析遥感(MODIS)和现场测量(CPCB)的陆地表面温度(LST)、城市热岛、气溶胶光学深度(AOD)、太阳直接辐射和漫射辐射以及颗粒物(PM2.5和PM10),研究了印度大城市加尔各答的城市热岛和UPI的演变,重点研究了加尔各答大都市区(KMA) 2001-2024年的变化。在KMA观测到UHI和UPI,夜间LST (NLST)和日间LST (DLST)以及AOD在城市地区的值分别显著高于农村地区+1.79°C, +2.92°C和0.18°C。结果还表明,KMA的UHI和UPI的大小逐年增加。由于UPI的增加,研究发现在研究期间,城市地区的太阳直接辐射减少了22.64 W/m2,散射辐射增加了18.82 W/m2。研究表明,UPI和UHI可能通过直接辐射强迫和扩散辐射强迫相互影响,这些变化可能导致城市地表能量平衡的调节,这可能与该地区前所未有的天气事件有关。研究结果为制定印度城市区域气候适应和空气质量管理政策提供了科学依据。
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引用次数: 0
Designing landslide mitigation strategies through developing knowledge aware deep learning model integrated explainable artificial intelligence 通过开发集成可解释人工智能的知识感知深度学习模型设计滑坡缓解策略
IF 4.1 3区 地球科学 Q2 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2026-06-01 Epub Date: 2025-12-27 DOI: 10.1016/j.pce.2025.104266
Inzamam Ul Haq , Habibullah , Shafiq Ahmed , Swapan Talukdar , Mansoor Ahmad , Md Sarfaraz Asgher , Imran Khan , G.V. Ramana
Landslides are a recurrent and damaging hazard in the Pir Panjal Range of Jammu and Kashmir, India, where steep slopes, fragile lithology and rapid human interventions coincide. This study develops an integrated landslide susceptibility mapping framework that combines machine learning (ML), deep learning (DL) and explainable artificial intelligence (XAI) to support risk-informed planning. An inventory of 1105 landslides and eighteen conditioning factors trains four ML models: Random Forest (RF), Support Vector Machine (SVM), Gradient Boosting Machine (GBM) and Categorical Boosting (CatBoost), evaluated with five-fold stratified cross-validation and a held-out test set. In parallel, a Bayesian-optimised DL model, in which a Variational Autoencoder (VAE) learns latent features that are classified by a Multilayer Perceptron (MLP), captures complex non-linear controls on slope failure. The best performing models achieve an area under the receiver operating characteristic curve (AUC-ROC) of about 0.96 and overall accuracy close to 0.90 on validation data, indicating high discriminatory skill. Spatially, High and Very High susceptibility zones together occupy roughly one quarter of the range and are concentrated in tehsils such as Gool Gulabgarh, Ramban, Thathri and Banihal, which emerge as hotspots for intervention. XAI diagnostics highlight vegetation condition, monsoon rainfall, lineament density and drainage density as dominant controls on susceptibility, while counterfactual experiments show that realistic improvements in vegetation cover, surface drainage and slope management can shift many locations from high to lower risk classes. The framework therefore provides accurate, interpretable and useful susceptibility maps for land-use regulation, infrastructure planning and landslide mitigation in data-constrained mountain environments.
在印度查谟和克什米尔的Pir Panjal山脉,陡峭的山坡、脆弱的岩性和快速的人为干预同时发生,山体滑坡是一个经常性的破坏性灾害。本研究开发了一个集成的滑坡易感性测绘框架,该框架结合了机器学习(ML)、深度学习(DL)和可解释的人工智能(XAI),以支持风险知情规划。1105个滑坡和18个调节因素的清单训练了四种ML模型:随机森林(RF)、支持向量机(SVM)、梯度增强机(GBM)和分类增强(CatBoost),并通过五倍分层交叉验证和持续测试集进行评估。与此同时,贝叶斯优化DL模型,其中变分自编码器(VAE)学习由多层感知器(MLP)分类的潜在特征,捕获斜坡破坏的复杂非线性控制。表现最好的模型在验证数据上的受试者工作特征曲线下面积(AUC-ROC)约为0.96,总体准确率接近0.90,表明具有较高的区分能力。在空间上,高易感区和极高易感区共同占据了大约四分之一的范围,集中在古尔古拉加尔、拉姆班、塔特里和巴尼哈尔等地区,这些地区成为干预的热点。XAI诊断强调植被条件、季风降雨、地形密度和排水密度是影响易感性的主要控制因素,而反事实实验表明,在植被覆盖、地表排水和斜坡管理方面的现实改进可以将许多地点从高风险等级转移到低风险等级。因此,该框架为数据有限的山地环境中的土地使用管制、基础设施规划和滑坡缓解提供了准确、可解释和有用的易感性地图。
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引用次数: 0
Design and development of catalytic converter for diesel engines using phase change materials 采用相变材料的柴油机催化转化器的设计与开发
IF 4.1 3区 地球科学 Q2 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2026-06-01 Epub Date: 2026-01-17 DOI: 10.1016/j.pce.2026.104289
R.K. Tyagi, Yash Saksena
An exhaust system is a discharge control mechanism for vehicles that transforms the fumes from an ignition motor's burning byproducts into less hazardous compounds through catalyzed compound reactions. To reduce emissions, aluminum oxide and chromium oxide are used in the catalytic converter analysis for the minimization of emissions as much as possible. Polyurethane has been used as a phase change material which plays a pivotal role in adsorbing the heat for a prolonged period and then releasing it which enhances the fuel efficiency of the vehicle, increases the life cycle of the vehicle and increases its life cycle for a prolonged period. The analysis also aims to determine the impact of the catalytic converter on emissions. The test engine, catalytic converter, AVL exhaust fuel analyzer, temperature gun and other measurement devices make up the experimental setup. The test engine was a four-stroke diesel single-cylinder engine. Initially, the engine was running with the existing catalytic converter with no other addition, and the emissions have been analyzed using gas analyzer of AVL. The exhaust emissions, and the design of the catalytic converter were considered as a main challenge where it was observed that heat was being adsorbed and emissions were reduced to around 30-40% in every case possible and oxygen, lambda value increased by 15-20 % where these test were examined under no load conditions of the engine where welding of catalysts and PCM played an important role for enhancement of the catalytic converter. Under identical engine rotational conditions, the catalytic converter equipped with phase change material achieved significant reductions in hydrocarbon emissions (63%), intake air temperature (48%), NOx (24%), and CO (60%).This catalytic converter can further reduce the knocking possibilities of the engine in the harsh weather conditions as diesel engines possess cluster combustion and constant heat adsorption can enhance the life cycle of the engine which is one of the major finding from this experiment.
排气系统是车辆的一种排放控制机制,它通过催化的化合物反应将点火电机燃烧副产物产生的烟雾转化为危害较小的化合物。为了减少排放,在催化转化器分析中使用氧化铝和氧化铬,以尽可能减少排放。聚氨酯已被用作相变材料,它在长时间吸附热量然后释放热量方面起着至关重要的作用,提高了车辆的燃油效率,增加了车辆的使用周期,并延长了车辆的使用周期。分析还旨在确定催化转化器对排放的影响。实验装置由试验发动机、催化转化器、AVL排气燃油分析仪、温度枪等测量装置组成。测试发动机是一台四冲程柴油单缸发动机。最初,发动机在现有催化转化器的基础上运行,不添加其他设备,并使用AVL气体分析仪对排放进行了分析。废气排放和催化转化器的设计被认为是一个主要的挑战,在所有可能的情况下,观察到热量被吸附,排放减少到30-40%左右,氧气,lambda值增加了15- 20%,这些测试是在发动机的空载条件下进行的,催化剂和PCM的焊接对催化转化器的增强起着重要的作用。在相同的发动机旋转条件下,配备相变材料的催化转化器显著降低了碳氢化合物排放(63%)、进气温度(48%)、NOx(24%)和CO(60%)。该催化转化器可以进一步减少发动机在恶劣天气条件下的爆震可能性,因为柴油发动机具有簇燃特性,持续吸热可以提高发动机的寿命周期,这是本实验的主要发现之一。
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引用次数: 0
Study on the performance and mechanism of ammonia nitrogen and phosphorus removal in bioretention facilities enhanced by aluminum-based P-inactivation agent 铝基p -灭活剂强化生物滞留设施中氨氮磷去除性能及机理研究
IF 4.1 3区 地球科学 Q2 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2026-06-01 Epub Date: 2026-01-20 DOI: 10.1016/j.pce.2026.104311
Jing Li , Wenhua Chen , Shuai Yuan , Weihang Cai , Hua Yang , Fei Li , Wei Cao , Shupo Liu , Zhenming Zhou
Bioretention facilities are widely utilized in sponge city infrastructure; however, conventional substrate fillers exhibit limited efficiency in removing nitrogen (N) and phosphorus (P). This limitation necessitates the selection of high-performance active fillers to enhance the N and P removal capabilities of bioretention facilities. This study compared the ammonia nitrogen (NH4+-N) and P removal performance of four substrate fillers—bio-ceramsite, volcanic rock, quartz sand, and aluminum-based P-inactivation agent (Al-PIA)—to identify the optimal substrate filler. Under high pollutant loading conditions, the optimal thickness of the selected filler for NH4+-N and P removal was determined. The NH4+-N and P removal performance of bioretention facilities utilizing Al-PIA was then evaluated under low and high pollutant load concentrations, and the effects of the drying period on NH4+-N and P removal were assessed. Additionally, the P removal mechanisms of Al-PIA, as well as the N and P removal pathways in the bioretention facility, were elucidated. Results indicated no significant difference in NH4+-N removal among the four fillers (P > 0.05). However, the Al-PIA exhibited the highest total phosphorus (TP) removal, with a mean removal efficiency of 72.46 %, establishing it as the optimal filler. The most effective Al-PIA layer thickness was 12 cm, achieving mean removal efficiencies of 84.67 % for NH4+-N and 95.35 % for TP. Under various pollution load concentrations, the effluent NH4+-N and TP concentrations from bioretention facilities utilizing Al-PIA complied with China's Class IV surface water standards, and demonstrate excellent NH4+-N and P removal stability and interference resistance under varying drying periods. P removal by Al-PIA was primarily governed by physical adsorption, electrostatic attraction, surface precipitation, and ligand exchange. In the bioretention facility, N removal was facilitated by physical adsorption in the planting soil, plant uptake, adsorption by Al-PIA, and subsequent microbial nitrification. The removal of P was mainly attributed to adsorption by Al-PIA (87.40 %) and plant uptake and assimilation (10.40 %).
生物滞留设施在海绵城市基础设施中得到广泛应用;然而,传统的基质填料在去除氮(N)和磷(P)方面的效率有限。这一限制需要选择高性能活性填料来提高生物滞留设施的氮和磷去除能力。本研究比较了生物陶粒、火山石、石英砂和铝基P-失活剂四种基质填料对氨氮(NH4+-N)和P的去除性能,以确定最佳基质填料。在高污染物负荷条件下,确定了所选填料去除NH4+-N和P的最佳厚度。在低、高污染物负荷浓度条件下,评价了Al-PIA生物滞留设施去除NH4+-N和P的性能,并评估了干燥时间对NH4+-N和P去除的影响。此外,还阐明了Al-PIA的除磷机制以及生物滞留设施中N和P的去除途径。结果表明,4种填料对NH4+-N的去除率无显著差异(P > 0.05)。Al-PIA对总磷(TP)的去除率最高,平均去除率为72.46%,是最佳填料。最有效的Al-PIA层厚度为12 cm,对NH4+-N和TP的平均去除率分别为84.67%和95.35%。在不同污染负荷浓度下,使用Al-PIA的生物滞留设施出水NH4+-N和TP浓度均符合中国地表水IV类标准,并在不同干燥时间下表现出优异的NH4+-N和P去除稳定性和抗干扰性。Al-PIA对磷的去除主要受物理吸附、静电吸引、表面沉淀和配体交换的影响。在生物滞留设施中,氮的去除主要通过种植土壤的物理吸附、植物吸收、Al-PIA吸附以及随后的微生物硝化作用来实现。对磷的去除主要来源于Al-PIA吸附(87.40%)和植物吸收同化(10.40%)。
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引用次数: 0
Microplastics in the environment: Sources, impacts, degradation strategies and energy recovery options-A rigorous review 环境中的微塑料:来源,影响,降解策略和能源回收方案-严格审查
IF 4.1 3区 地球科学 Q2 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2026-06-01 Epub Date: 2026-01-28 DOI: 10.1016/j.pce.2026.104323
J. Aravind Kumar , A. Annam Renita , S. Sathish , D. Prabu , Ashwin Jacob , Ahmad Hosseini-Bandegharaei , M. Kavisri , Meivelu Moovendhan
Microplastics, pervasive in the environment, have emanated as a pressing environmental implication due to their widespread dispersal and potential adverse effects on ecosystems and human health. This comprehensive review succumbs an in-depth scrutiny of microplastics, encompassing their sources, distributions, and environmental impacts. Sources of microplastics encompass a wide array of industrial and household activities, ranging from daily care products to the food industry and common household items. In addition, algae play a key part in the degrading processes that microplastics undergo, with macro- and microalgae being major players in remediation initiatives. To understand the flowing ecological effects, the complex relationships that microplastics have with marine organisms, especially those that are part of the marine food web are examined. Furthermore, cutting-edge process technologies like anaerobic digestion, hydrothermal liquefaction (HTL), and thermal hydrolysis process (THP) present viable paths for managing microplastics, with a focus on energy recovery via co-digestion procedures. The review additionally presents potential directives for forthcoming research, highlighting the necessity of continuing efforts to maximize cleanup tactics, lessen environmental effects, and protect ecosystems around the world from the increasingly dangerous threat of microplastic pollution. Biodegradation strategies for disintegrating such microplastic were also highlighted and explored at the outset.
微塑料在环境中无处不在,由于其广泛扩散和对生态系统和人类健康的潜在不利影响,已成为一个紧迫的环境问题。这一全面的审查屈服于微塑料的深入审查,包括它们的来源,分布和环境影响。微塑料的来源包括一系列广泛的工业和家庭活动,从日常护理产品到食品工业和普通家庭用品。此外,藻类在微塑料的降解过程中起着关键作用,宏藻和微藻是修复行动的主要参与者。为了理解流动的生态效应,研究了微塑料与海洋生物的复杂关系,特别是那些作为海洋食物网一部分的关系。此外,厌氧消化、水热液化(HTL)和热水解过程(THP)等尖端工艺技术为管理微塑料提供了可行的途径,重点是通过共消化过程回收能量。这篇综述还为未来的研究提出了潜在的指示,强调了继续努力最大限度地提高清理策略、减轻环境影响、保护世界各地的生态系统免受微塑料污染日益危险的威胁的必要性。一开始就强调并探讨了分解这种微塑料的生物降解策略。
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引用次数: 0
DOC-governed metal solubility and mobility in river sediments: Integrating machine learning, causal pathways, and geochemical simulations doc控制的河流沉积物中的金属溶解度和流动性:整合机器学习,因果途径和地球化学模拟
IF 4.1 3区 地球科学 Q2 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2026-06-01 Epub Date: 2026-01-29 DOI: 10.1016/j.pce.2026.104322
Fahmida Sultana , Zia Ahmed , Fei Zhang , Tasrina R. Choudhury , M. Safiur Rahman
This study explores the complex interactions between sediment texture, dissolved organic carbon (DOC) levels, and water chemistry in influencing the solubility and mobility of toxic metals (Cd, Ni, Zn, Cu, Cr, Pb) in river sediments. A multi-tiered approach integrating machine learning, Structural Equation Modeling (SEM), and geochemical simulations was employed to understand metal behavior in the Meghna River, Bangladesh. Redundancy Analysis (RDA) revealed that sediment texture and DOC fractions are the primary drivers of metal mobility, with clay content contributing the most to variation in metal concentrations (Variance Inflation Factor (VIF) values for clay = 3.50). The study employed Random Forest (RF) and XGBoost models to predict metal concentrations, achieving exceptional predictive accuracy with Area Under the Curve (AUC) values of 1.000 for Ni, Zn, Cr, and Pb, and 0.964 for Cd. Regression models demonstrated strong performance with R2 values of 0.963 for Pb, 0.938 for Ni, and 0.928 for Zn, highlighting the robustness of DOC and sediment texture in explaining metal variability. SEM analysis indicated that pH mediates the DOC–metal relationship, with standardized path coefficients for DOC retention and metal mobility being −0.475 and 0.96 for Zn, respectively. The GIS-based Metal Mobility Index (MMI) and Soil Mobility Index (SMI) predicted high-risk zones for metal mobility, with an AUC of 0.91, effectively distinguishing between high and low mobility regions. These findings provide critical insights into metal transport dynamics and offer valuable tools for river sediment management and metal contamination risk assessment.
本研究探讨了沉积物结构、溶解有机碳(DOC)水平和水化学之间的复杂相互作用对河流沉积物中有毒金属(Cd、Ni、Zn、Cu、Cr、Pb)溶解度和迁移率的影响。采用结合机器学习、结构方程建模(SEM)和地球化学模拟的多层方法来了解孟加拉国梅克纳河中的金属行为。冗余分析(RDA)表明,沉积物结构和DOC组分是金属迁移的主要驱动因素,粘土含量对金属浓度变化的贡献最大(粘土的方差膨胀因子(VIF)值= 3.50)。研究采用随机森林(Random Forest, RF)和XGBoost模型预测金属浓度,Ni、Zn、Cr和Pb的曲线下面积(Area Under The Curve, AUC)值为1.000,Cd的AUC值为0.964,预测精度极高。回归模型显示,Pb的R2值为0.963,Ni的R2值为0.938,Zn的R2值为0.928,这突出了DOC和沉积物质地在解释金属变异方面的鲁棒性。SEM分析表明pH调节了DOC与金属的关系,Zn的DOC保留率和金属迁移率的标准化通径系数分别为- 0.475和0.96。基于gis的金属流动性指数(MMI)和土壤流动性指数(SMI)预测了土壤金属流动性的高风险区,AUC为0.91,有效区分了土壤金属流动性的高、低风险区。这些发现为金属运移动力学提供了重要的见解,并为河流沉积物管理和金属污染风险评估提供了有价值的工具。
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引用次数: 0
Geotechnical and microstructural assessment of gas condensate–contaminated clayey gravel 凝析气污染粘土砾石的岩土力学与微观结构评价
IF 4.1 3区 地球科学 Q2 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2026-06-01 Epub Date: 2026-02-07 DOI: 10.1016/j.pce.2026.104340
Amin Falamaki , Abdosalam Dashti , Aghileh Khajeh , Amir Hossein Vakili , Amir Hossein Karimi
This study investigates the detrimental effects of gas condensate contamination on the geotechnical properties of clayey gravel (GC) soil, addressing a pressing environmental and geotechnical engineering challenge. Soil samples were systematically contaminated with gas condensate at concentrations of 0, 2, 4, 6, and 8% by dry weight and subjected to comprehensive geotechnical testing, including Atterberg limits, modified Proctor compaction, direct shear, unconfined compressive strength (UCS), and California bearing ratio (CBR). Testing of Atterberg limits revealed progressive reductions in soil consistency, with the liquid limit decreasing by 15.2% (from 30.9% to 26.2%) and the plastic limit by 13.5% (from 21.0% to 18.16%) at maximum contamination. Modified Proctor compaction tests identified a critical threshold at 4% contamination, where maximum dry density initially increased by 1.2% before declining by 4.5% at higher concentrations, while optimum moisture content decreased by 28.6%. Strength characterization showed severe degradation, with UCS experiencing a 68.8% reduction (from 938.49 to 293.07 kPa) and CBR values decreasing by 52.3% at 100% relative density. Direct shear tests demonstrated substantial weakening of shear strength parameters, with cohesion declining by 53% and friction angle by 25%. These findings underscore the severe implications of gas condensate contamination for soil stability and highlight the urgency of implementing mitigation measures to safeguard infrastructure and environmental integrity at gas condensate storage sites.
本研究探讨了凝析油污染对粘性砾石(GC)土岩土性能的不利影响,解决了一个紧迫的环境和岩土工程挑战。土壤样品系统地受到干重浓度为0、2、4、6和8%的凝析气污染,并进行综合岩土测试,包括阿特伯格极限、改良普罗克特压实、直接剪切、无侧限抗压强度(UCS)和加州承载比(CBR)。Atterberg极限测试显示土壤稠度逐渐降低,在最大污染下,液体极限下降15.2%(从30.9%降至26.2%),塑料极限下降13.5%(从21.0%降至18.16%)。改良的Proctor压实测试确定了4%污染时的临界阈值,其中最大干密度最初增加1.2%,然后在更高浓度下下降4.5%,而最佳水分含量下降28.6%。强度表征显示出严重的退化,在100%相对密度下,UCS降低了68.8%(从938.49 kPa降至293.07 kPa), CBR值降低了52.3%。直剪试验表明,抗剪强度参数明显减弱,黏聚力下降53%,摩擦角下降25%。这些发现强调了凝析油污染对土壤稳定性的严重影响,并强调了在凝析油储存地点实施缓解措施以保护基础设施和环境完整性的紧迫性。
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引用次数: 0
Impact of lime treatment on the microstructure and geotechnical properties of micaceous soil 石灰处理对云母土微观结构及岩土力学性质的影响
IF 4.1 3区 地球科学 Q2 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2026-06-01 Epub Date: 2026-01-30 DOI: 10.1016/j.pce.2026.104324
Amaranatha Ginkapalli Anjaneyappa , Seelam Srikanth , Subhashish Dey
Micaceous soils present significant challenges in geotechnical engineering due to their platy mineral structure, high compressibility and poor load-bearing capacity. The untreated soil examined in this study contained a high fraction of flaky mica and exhibited inherently weak engineering behavior, with an unconfined compressive strength (UCS) of approximately 45 kPa and low bearing resistance, rendering it unsuitable for direct use in pavement and embankment applications. Although the lime stabilization is widely adopted for improving fine-grained soils, its effectiveness and underlying mechanisms in mica-rich soils remain inadequately understood, particularly the relationship between micro-structural evolution and engineering performance. To address this gap, the present study systematically evaluates the influence of lime treatment on the mechanical and micro-structural behavior of micaceous soil. Soil samples were treated with 2%, 4%, 6% and 8% quicklime and cured for periods of up to 56 days, followed by evaluation of strength, compaction characteristics, consistency limits and micro-structural characteristics. The UCS increased substantially, reaching a peak value of 244.8 kPa at 4% lime after 56 days, representing an improvement of approximately 5.4 times compared to the untreated soil. The California Bearing Ratio (CBR) also peaked at the same lime dosage, with unsoaked CBR increasing from 3.65% to 9.34% and soaked CBR from 2.12% to 7.15%. Micro-structural analyses using SEM, EDS, XRD and FTIR revealed the formation of cementitious products, particularly calcium silicate hydrate (C–S–H) and calcium aluminates hydrate (C-A-H) phases, providing mechanistic insight into the observed strength improvements. The added value of this study lies in explicitly linking micro-structural transformations to macroscopic strength and bearing enhancement in lime stabilized micaceous soils, demonstrating that lime treatment can effectively upgrade problematic mica-rich soils to meet the engineering requirements for pavement sub-grades and embankment fills.
云母土由于其板状矿物结构、高压缩性和较差的承载能力,在岩土工程中面临着巨大的挑战。本研究中检测的未经处理的土壤含有大量片状云母,其固有的工程性能较弱,无侧限抗压强度(UCS)约为45千帕,承载阻力低,因此不适合直接用于路面和路堤。石灰稳定被广泛用于改善细粒土,但其在富云母土中的有效性和潜在机制尚不清楚,特别是微观结构演变与工程性能之间的关系。为了解决这一空白,本研究系统地评估了石灰处理对云母土力学和微观结构行为的影响。土壤样品分别用2%、4%、6%和8%的生石灰处理,并固化长达56天,然后评估强度、压实特性、一致性极限和微观结构特征。UCS大幅增加,56天后,当石灰含量为4%时,UCS达到244.8 kPa的峰值,比未经处理的土壤提高了约5.4倍。石灰投加量相同时,加州承载比(CBR)也达到峰值,未浸泡CBR由3.65%增至9.34%,浸泡CBR由2.12%增至7.15%。利用SEM、EDS、XRD和FTIR进行的微观结构分析揭示了胶凝产物的形成,特别是水合硅酸钙(C-S-H)和水合铝酸钙(C-A-H)相,为观察到的强度提高提供了机制。本研究的附加价值在于明确地将石灰稳定云母土的微观结构转变与宏观强度和承载增强联系起来,表明石灰处理可以有效地升级问题云母土,以满足路面分层和路堤填筑的工程要求。
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引用次数: 0
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Physics and Chemistry of the Earth
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