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Spatial patterns of microplastic accumulation and microbial degradation function along coastal wetland tidal gradients 滨海湿地潮汐梯度微塑性累积与微生物降解功能的空间格局
IF 8.4 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2026-02-04 DOI: 10.1016/j.jenvman.2026.128825
Yuhan Jiang , Lifang Hu , Qiannan Jin , Hangtao Jin , Yuyang Long
Coastal wetlands are key transition zones for microplastics (MPs) transporting from land to sea, where MPs can accumulate and persist, posing long-term ecological risks. This study examined MPs abundance patterns and microbial degradation-related functional potential across high-tidal (including vegetation area), middle-tidal, and low-tidal zones in the Qiantang River estuary, a pronounced dynamic tidal system, connecting the mainland to the East China Sea. MPs abundance increased with tidal elevation (low < middle < high-tidal zone), with peak concentrations in topsoil (low- and high-tidal zones) or the 10–20 cm layer (middle-tidal zone). MPs were mainly fragments (72.45%–79.47%) and 10–100 μm in size (81.89%). Partial least squares path modeling (PLS-PM) identified soil physicochemical properties, particularly nitrogen-related parameters (NH4+-N and NO3-N), as the main factors associated with MPs distribution, followed by spatial factors (tidal zone and depth). Microbial degradation–related functional potential inferred from microbial community composition exhibited a significant negative association with MPs abundance. Vegetation within the tidal zone also influenced MPs patterns: rhizosphere soil (RS) had significantly higher MPs abundance (2633–3284 n g−1) and smaller particle sizes than bulk soils (1009–1536 n g−1), coinciding with increased MPs-degrading bacteria (e.g., Xanthomonadales, especially Stenotrophomonas) in the RS. These findings highlight the combined effects of tidal dynamics and rhizosphere interactions on MPs fate within coastal wetlands, providing crucial insights for the management of MPs pollution in these ecologically sensitive areas.
沿海湿地是微塑料从陆地向海洋运输的关键过渡区,微塑料可以在那里积累和持续存在,构成长期的生态风险。钱塘江入海口是连接中国大陆与东海的一个动态潮汐系统,研究了钱塘江入海口高潮区(含植被区)、中潮区和低潮区的MPs丰度格局和微生物降解相关功能势。MPs丰度随潮高程(低、中、高潮区)而增加,在表层土壤(低、高潮区)或10-20 cm层(中潮区)浓度最高。MPs以碎片为主(72.45% ~ 79.47%),粒径为10 ~ 100 μm(81.89%)。偏最小二乘路径模型(PLS-PM)确定了土壤理化性质,特别是氮相关参数(NH4+-N和NO3−-N)是影响MPs分布的主要因素,其次是空间因素(潮汐带和深度)。微生物群落组成推断的微生物降解相关功能电位与MPs丰度呈显著负相关。潮带内的植被也影响MPs模式:根际土壤(RS)的MPs丰度(2633-3284 ng−1)明显高于普通土壤(1009-1536 ng−1),粒径较小,与RS中MPs降解细菌(如黄单胞菌,特别是窄养单胞菌)的增加相一致。这些发现突出了潮汐动力学和根际相互作用对滨海湿地MPs的影响,为这些生态敏感地区MPs污染的管理提供了重要的见解。
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引用次数: 0
Hydrochemical evolution and environmental implications of geothermal reservoirs under transient surface water injection. 瞬态地表水注入下地热储层水化学演化及其环境意义
IF 8.4 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2026-02-04 DOI: 10.1016/j.jenvman.2026.128735
Jinyu Shi, Yuesuo Yang, Ying Lu, Shengtao Li, Wenqing Zhang, Lei Wang, Xinming Ding, Yingqi Zhu

Geothermal energy has expanded rapidly worldwide, but declining reservoir pressures pose a challenge to its long-term sustainability. Supplementing reservoirs with surface water offers a potential solution. However, the environmental and operational impacts of such injections remain poorly understood, limiting effective management strategies. In this study, we developed a multiphysics modeling framework integrating heat transfer, fluid flow, and geochemical reactions to simulate the hydrochemical and porosity evolution in geothermal reservoirs under transient surface water injection. We identified distinct thermal, hydraulic, hydrochemical, and porosity influence zones around the injection well and quantified their spatiotemporal evolution. Results revealed time-dependent expansion of impact zones, shifts between dominant mineral dissolution and precipitation regions, changes in water quality, and accumulation of carbonate scales that reduced porosity by up to 0.03 % within 0.15 m of the well. These insights can guide water source selection, injection management, and production strategies, improving injection efficiency while mitigating clogging risks. This study provides a framework for assessing environmental and operational consequences of surface water injection in geothermal reservoirs, supporting sustainable geothermal resource management.

地热能在全球范围内迅速发展,但不断下降的储层压力对其长期可持续性构成了挑战。用地表水补充水库提供了一个潜在的解决方案。然而,这种注入对环境和作业的影响仍然知之甚少,限制了有效的管理策略。在本研究中,我们建立了一个集传热、流体流动和地球化学反应于一体的多物理场建模框架,以模拟瞬态地表水注入下地热储层的水化学和孔隙度演化。我们确定了注入井周围不同的热、水力、水化学和孔隙度影响区,并量化了它们的时空演化。结果显示,随着时间的推移,影响区域扩大,主要矿物溶解和降水区域之间的变化,水质的变化,以及碳酸盐鳞片的堆积,使井内0.15 m内的孔隙度降低了0.03%。这些见解可以指导水源选择、注入管理和生产策略,提高注入效率,同时降低堵塞风险。本研究为地热储层注入地表水的环境和运行后果评估提供了一个框架,支持地热资源的可持续管理。
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引用次数: 0
Modified carbon-based additive can achieve mitigation of ammonia and hydrogen sulfide emissions simultaneously in composting. 改性碳基添加剂可以在堆肥过程中同时减少氨和硫化氢的排放。
IF 8.4 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2026-02-04 DOI: 10.1016/j.jenvman.2026.128796
Yujiao Zhang, Weishuai Wang, Ruinan Hou, Jie Li, Lei Zhou, Yali Huang, Changxiong Zhu

Malodorous gas emissions present a major constraint to the widespread adoption of composting technologies. In this study, a lab-scale simulated composting system was used to evaluate the effects of different carbonaceous additives on the emissions of ammonia (NH3) and hydrogen sulfide (H2S) during tomato straw composting. Compared with the control, rice husk biochar, acid-modified rice husk biochar, and a lignin-based resin reduced NH3 emissions by 32.84%, 54.23%, and 42.89%, respectively. However, their effects on H2S emissions varied: acid-modified rice husk biochar and lignin-based resin reduced emissions by 12.78% and 31.35% respectively, but pristine rice husk biochar instead increased them by 18.18%. Mechanistic analysis revealed that the acid-modified biochar utilized acidic surface functional groups to chemically immobilize NH3 while enhancing porous adsorption of H2S. The lignin-based resin exhibited a synergistic effect, suppressing both gases through combined adsorption and microbial activity modulation, thereby emerging as the most effective additive for simultaneous reduction of NH3 and H2S. This research provides theoretical basis for selecting efficient and environmentally benign deodorants in composting and offers a practical framework for their application in agricultural waste management.

恶臭气体的排放是广泛采用堆肥技术的主要制约因素。本研究采用实验室规模模拟堆肥系统,研究了不同碳质添加剂对番茄秸秆堆肥过程中氨(NH3)和硫化氢(H2S)排放的影响。与对照相比,稻壳生物炭、酸改性稻壳生物炭和木质素基树脂分别减少了32.84%、54.23%和42.89%的NH3排放量。然而,它们对H2S排放的影响各不相同:酸改性稻壳生物炭和木质素基树脂分别减少了12.78%和31.35%的排放,而原始稻壳生物炭反而增加了18.18%的排放。机理分析表明,酸改性生物炭利用酸性表面官能团对NH3进行化学固定化,同时增强了H2S的多孔吸附。木质素基树脂表现出协同效应,通过联合吸附和微生物活性调节抑制两种气体,从而成为同时还原NH3和H2S的最有效添加剂。本研究为堆肥中高效环保除臭剂的选择提供了理论依据,并为其在农业废弃物管理中的应用提供了实践框架。
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引用次数: 0
Synchronizing the residue decomposition dynamics and nitrogen release from the litterbags study of a maize-wheat rotation under the decade-long integrated crop management practices. 十年作物综合管理下玉米-小麦轮作凋落物分解动态与氮素释放同步研究
IF 8.4 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2026-02-04 DOI: 10.1016/j.jenvman.2026.128813
Anamika Barman, Vijay Pooniya, Dinesh Kumar, R R Zhiipao, Niraj Biswakarma, Y S Shivay, S S Rathore, Kajal Das, Nilutpal Saikia, Santanu Kundu, Suman Dutta, S K Prajapati, Amrit L Meena

Decomposition of crop residues plays a vital role in carbon (c)- and nitrogen (N)- cycling. This study assessed the decomposition and N-release dynamics of maize and wheat residues using a nylon mesh-bag method under eight integrated crop management practices (ICMPs) in a long-term (2014-24) maize-wheat cropping rotation. In the CA-based ICMPs:5-8, maize residues were surface-retained, while in the CT-based ICMPs:1-4, the residues were incorporated. Residue decomposition and N-release followed first-order kinetics, modeled using accumulated thermal time (ATT). At 150 days (2736 °C ATT), CA-based plots retained 56.3-71.4% (maize) and 37.3-56.4% (wheat) more residue biomass than CT. The N-release from surface-retained residues was 32-38% and 33.1-38.4% lower in maize and wheat, respectively than to incorporated residues. After 365 days, N-release was reduced by 24.4-31% (maize) and 26-30.8% (wheat) under surface retention. Surface residue (SR) retention delayed residue-derived N release in CA-based ICMPs:5-8 despite higher crop N uptake, creating an early-season (30-90 d) N synchrony gap. Although SR supplied more N later in the season, early N limitation was evident compared with soil incorporation under CT-based ICMPs:1-4. The CA practices increased NO3--N in 0-15 cm soil by 29.4-44.4% (maize) and 26-33% (wheat) at flowering. However, N-use efficiency (NUE) improved by 16-19% (maize) and 6.3-10.2% (wheat), while N uptake rose by 75.7-88.2% and 65-74.5%, respectively. Moreover, the plots maintained for the CA-based ICMPs led to the ∼19.3-20.4% (maize) and ∼14% (wheat) increased grain yields compared to the CT. Thus, the surface retention of residues with a wider carbon-to-nitrogen (C/N) ratio, such as maize and wheat can improve the soil health through slower decomposition rates, thereby positively impacting the soil N-dynamics and sustaining the long-term crop productivity.

作物残茬的分解在碳(c)和氮(N)循环中起着至关重要的作用。本研究采用尼龙网袋法评估了8种作物综合管理模式(ICMPs)下玉米小麦长期轮作(2014-24)中玉米和小麦秸秆的分解和氮素释放动态。在CA-based ICMPs:5-8中,玉米残留物被表面保留,而在CT-based ICMPs:1-4中,残留物被纳入。残留物分解和n释放遵循一级动力学,使用累积热时间(ATT)建模。在150 d(2736°C ATT)时,玉米和小麦的残茬生物量分别比CT高56.3-71.4%和37.3-56.4%。玉米和小麦表面保留残留物的氮释放量分别比掺入残留物低32-38%和33.1-38.4%。365 d后,玉米氮素释放量减少24.4-31%,小麦氮素释放量减少26-30.8%。在ca基ICMPs中,表面残茬(SR)滞留延迟残茬衍生的氮释放:5-8,尽管作物氮吸收量较高,造成季前(30-90 d)氮同步间隙。尽管SR在季节后期提供了更多的氮,但与基于ct的ICMPs的土壤掺入相比,早期氮限制明显:1-4。CA处理使开花期0 ~ 15 cm土壤NO3—N增加29.4 ~ 44.4%(玉米)和26 ~ 33%(小麦)。玉米和小麦氮素利用效率分别提高了16-19%和6.3-10.2%,氮素吸收量分别提高了75.7-88.2%和65-74.5%。此外,与CT相比,保留了基于ca的ICMPs的地块使玉米和小麦的产量分别提高了~ 19.3-20.4%和~ 14%。因此,玉米和小麦等碳氮比更大的残茬的表面滞留可以通过较慢的分解速率改善土壤健康,从而对土壤氮动态产生积极影响,维持作物的长期生产力。
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引用次数: 0
Unveiling the complex impact of microplastics on environmental health, ecosystems, and humans. 揭示微塑料对环境健康、生态系统和人类的复杂影响。
IF 8.4 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2026-02-04 DOI: 10.1016/j.jenvman.2026.128744
Xianjin An, Jiajia Yao, Muhammad Adnan, Huicheng Fu, Yaqin Zhang, Wei Li, Lihui An

Microplastics (MPs) are becoming a ubiquitous global contaminant, with impacts on ecosystems and human well-being worldwide. As such, this review aims to consolidate the current state of knowledge in relation to MPs pollution, describing: sources; transport pathways and fate; impact on biota; environmental sampling techniques, technologies and methods for quantification; issues surrounding regulation; and research priorities within the various environments investigated (marine, freshwater, terrestrial and atmospheric). Rivers represent a significant pathway for MPs into the oceans, with an estimated 1.15-2.41 million metric tons of plastic debris entering the oceans annually through riverine systems. The review highlights the influence of microplastics on ecosystem processes, such as reduced carbon fixation by marine phytoplankton (up to 20 % reductions in photosynthesis rates). We also discuss the potential consequences of microplastics for climate change, documenting tentative evidence of microplastic-induced greenhouse gas emissions. The review analyses, in a critical manner, alternative protocols for removing microplastics and new technologies, including advanced filtration and nanomaterials, with examples of performance enhancement, scaling-up capacity, and environmental impact. Notwithstanding these advances, significant gaps remain in our understanding of the long-term ecological and health impacts of these particles, underscoring the critical importance of harmonized methods, interdisciplinary research, and an integrated global strategy to address this emerging challenge.

微塑料(MPs)正在成为一种无处不在的全球污染物,对全球生态系统和人类福祉产生影响。因此,本综述旨在巩固与MPs污染有关的知识现状,描述:来源;运输途径和命运;对生物群的影响;环境采样技术、技术和定量方法;有关监管的问题;以及在调查的各种环境(海洋、淡水、陆地和大气)中的研究重点。河流是塑料垃圾进入海洋的重要途径,据估计,每年有115万至241万吨塑料垃圾通过河流系统进入海洋。该综述强调了微塑料对生态系统过程的影响,例如海洋浮游植物的碳固定减少(光合作用速率降低高达20%)。我们还讨论了微塑料对气候变化的潜在影响,记录了微塑料引起的温室气体排放的初步证据。该综述以批判性的方式分析了去除微塑料的替代方案和新技术,包括先进的过滤和纳米材料,并举例说明了性能增强、规模扩大和环境影响。尽管取得了这些进展,但我们对这些颗粒的长期生态和健康影响的理解仍存在重大差距,这突出表明,为应对这一新出现的挑战,必须采用统一的方法、跨学科的研究和综合的全球战略。
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引用次数: 0
Board gender diversity and emissions performance: Insights from panel regressions, machine learning, and explainable AI. 董事会性别多样性和排放绩效:来自面板回归、机器学习和可解释人工智能的见解。
IF 8.4 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2026-02-04 DOI: 10.1016/j.jenvman.2026.128776
Mohammad Hassan Shakil, Arne Johan Pollestad, Khine Kyaw, Ziaul Haque Munim

With European Union initiatives mandating gender quotas on corporate boards, a key question arises: Is greater board gender diversity (BGD) associated with better emissions performance (EP)? To answer this question, we examine the influence of BGD on EP across a sample of European firms from 2016 to 2022. Using panel regressions, advanced machine learning algorithms, and explainable AI, we reveal a non-linear relationship. Specifically, EP improves with BGD up to an optimal level of approximately 35 %, beyond which further increases in BGD yield no additional improvement in EP. A minimum BGD threshold of 22 % is necessary for meaningful improvements in EP. To assess the legitimacy of EP outcomes, this study examines whether ESG controversies weaken the BGD-EP relationship. The results show no significant effect, suggesting that BGD's impact is driven by governance mechanisms rather than symbolic actions. Additionally, path analysis indicates that while environmental innovation contributes to EP, it is not the mediating channel through which BGD promotes EP. The results have implications for academics, businesses, and regulators.

随着欧盟(eu)对公司董事会性别配额的强制要求,一个关键问题出现了:董事会性别多样性(BGD)的提高是否与更好的排放绩效(EP)有关?为了回答这个问题,我们研究了2016年至2022年欧洲公司样本中BGD对EP的影响。利用面板回归、先进的机器学习算法和可解释的人工智能,我们揭示了一种非线性关系。具体来说,随着BGD的增加,EP的改善达到了约35%的最佳水平,超过这个水平,BGD产量的进一步增加对EP没有额外的改善。最低BGD阈值为22%是EP有意义改善所必需的。为了评估环境绩效结果的合法性,本研究考察了ESG争议是否削弱了BGD-EP关系。结果表明,BGD的影响是由治理机制驱动的,而不是象征性的行动。此外,通径分析表明,环境创新对环境绩效有促进作用,但环境创新并不是企业发展促进环境绩效的中介渠道。研究结果对学术界、企业界和监管机构都有启示意义。
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引用次数: 0
Phosphorus cycling mechanisms in lake sediments affected by algal biomass. 藻类生物量对湖泊沉积物磷循环机制的影响
IF 8.4 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2026-02-04 DOI: 10.1016/j.jenvman.2026.128806
Yifan Ding, Hanyue Yang, Chao Li, Valenni R Passaro, Wencong Xing, Amina F Mughal, Zeyuan Qiu, Mengyan Li, Yaqi You, Lijie Zhang

Algal blooms, intensified by eutrophication, pose persistent ecological challenges in aquatic systems. This study investigated the transformation of phosphorus (P) in lake surface sediments under anaerobic conditions using microcosms amended with varying amounts of Lyngbya, a cyanobacterium, to evaluate the impact of algal biomass. Phosphorus pools were monitored via sequential extraction and microbial communities were characterized through 16S rRNA gene sequencing. Results showed that higher algal biomass loadings markedly enhanced P solubilization and mineralization, leading to a significant increase in total extractable P. Sequential extraction further indicated a shift from mineral-bound P to more labile forms over time, particularly in treatments with elevated biomass loadings. Solution 31P NMR confirmed the dominance of orthophosphate and a decline in monoester-P, suggesting active microbial turnover of organic P. Sediment chemistry analyses revealed an increase in Fe(II) and a shift toward more reducing conditions, implying reductive dissolution of Fe minerals that may contribute to subsequent release of Fe-bound P. Microbial community analysis highlighted Firmicutes dominance after long-term sediment incubation with high algal biomass input, along with considerable enrichment of anaerobic fermenters and Fe(III) reducers within this phylum. Furthermore, predictive microbial metabolic function profiling recognized possible pathway shifts due to high biomass loading, promoting organic matter fermentation and enhancing P solubilization. Collectively, these findings underscore the role of algal detritus in reshaping sedimentary P dynamics and offer new insights into internal P cycling mechanisms that may guide eutrophication management yielding long lasting effects.

富营养化加剧了藻华,对水生系统构成了持续的生态挑战。本研究研究了厌氧条件下湖泊表层沉积物中磷(P)的转化,通过添加不同数量的蓝细菌Lyngbya来评估藻类生物量的影响。通过顺序提取监测磷池,通过16S rRNA基因测序鉴定微生物群落。结果表明,较高的藻类生物量负荷显著增强了磷的增溶和矿化作用,导致总可提取磷的显著增加,顺序提取进一步表明,随着时间的推移,磷从矿物结合的形式向更不稳定的形式转变,特别是在生物量负荷增加的处理中。溶液31P核磁共振证实了正磷酸盐的优势和单酯磷的下降,表明有机磷的微生物转换活跃。沉积物化学分析显示铁(II)的增加和向更多还原条件的转变,这意味着铁矿物的还原性溶解可能有助于随后铁结合磷的释放。微生物群落分析强调了厚壁菌门在高藻类生物量输入的长期沉积物培养后的优势。在这个门中,厌氧发酵剂和铁(III)还原剂也相当丰富。此外,预测微生物代谢功能分析识别出高生物量负荷可能导致的途径转移,促进有机物发酵和增强磷的溶解作用。总的来说,这些发现强调了藻类碎屑在重塑沉积P动力学中的作用,并为内部P循环机制提供了新的见解,这可能指导富营养化管理产生持久的影响。
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引用次数: 0
Enhanced polystyrene nanoplastic removal by CTAB-modified magnetic biochar: Adsorption performance and mechanisms ctab改性磁性生物炭对聚苯乙烯纳米塑料的吸附性能及机理
IF 8.4 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2026-02-04 DOI: 10.1016/j.jenvman.2026.128743
Longwei Fu , Ruili Gao , Bin Xue , Ran Duan , Kun Ma , Lin Chen , Biao Jia
Polystyrene (NPs) nanoplastics are emerging ubiquitous contaminants in aquatic environments, but their efficient removal remains challenging. Although conventional biochar offers cost-effective adsorption potential, its practical application is limited by inherent hydrophilicity and poor retrievability. To address these limitations, we engineered cetyltrimethylammonium bromide-modified magnetic biochar (CTAB/MBC) via chemical co-precipitation, synergistically enhancing both magnetism and CTAB-derived hydrophobicity. Remarkably, CTAB/MBC achieved a maximum NPs adsorption capacity of 234 mg g−1, representing a 2.1-fold increase over unmodified magnetic biochar (MBC) (113 mg g−1). Optimal performance occurred at environmentally relevant pH 7, attributed to its elevated point of zero charge. Coexisting anions (CO32− > SO42−) demonstrated greater inhibition than cations (Ca2+ > Mg2+ > Na+), primarily through competitive electrostatic screening. Integrated characterization (SEM, FTIR, XPS) revealed the primary removal mechanisms involved electrostatic attraction facilitated by cationic quaternary ammonium groups, hydrophobic interactions between CTAB alkyl chains and NPs backbones, and surface complexation with Fe3O4 sites. This work establishes CTAB/MBC as a high-efficiency and magnetically retrievable adsorbent for nanoplastic remediation while providing a sustainable strategy for agricultural biomass valorization.
聚苯乙烯(NPs)纳米塑料是水生环境中普遍存在的污染物,但其有效去除仍然具有挑战性。尽管传统生物炭具有经济高效的吸附潜力,但其固有的亲水性和较差的可回收性限制了其实际应用。为了解决这些限制,我们通过化学共沉淀法设计了十六烷基三甲基溴化铵修饰的磁性生物炭(CTAB/MBC),协同增强了磁性和CTAB衍生的疏水性。值得注意的是,CTAB/MBC的最大NPs吸附量为234 mg g−1,比未改性的磁性生物炭(MBC)的113 mg g−1增加了2.1倍。最佳性能发生在环境相关的pH值为7时,归因于其零电荷点的升高。共存阴离子(CO32−> SO42−)表现出比阳离子(Ca2+ > Mg2+ > Na+)更大的抑制作用,主要是通过竞争性静电筛选。综合表征(SEM, FTIR, XPS)表明,CTAB的主要去除机制包括阳离子季铵基的静电吸引、CTAB烷基链与NPs骨架之间的疏水相互作用以及与Fe3O4位点的表面络合作用。本研究建立了CTAB/MBC作为一种高效的磁性可回收吸附剂用于纳米塑料修复,同时为农业生物质增值提供了可持续的策略。
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引用次数: 0
Understanding public perceptions of cultural ecosystem services in urban coastal wetland ecological restoration areas: A social media-based large language model approach. 了解城市滨海湿地生态修复区公众对文化生态系统服务的认知:基于社交媒体的大语言模型方法
IF 8.4 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2026-02-04 DOI: 10.1016/j.jenvman.2026.128816
Zirui Zhao, Zhiyuan Ma, Bin Chen, Ping Li, Weiwei Yu, Wenjia Hu, Dian Zhang, Jianji Liao

Understanding public perceptions of cultural ecosystem services (CES) in urban coastal wetland ecological restoration areas was essential for coastal resource management and sustainable development. Although social media data has been increasingly utilized to develop CES indicators, significant technical challenges remained in conducting CES assessments and analyzing the primary influencing factors intelligently, accurately, and efficiently from large volumes of textual comments. To address these challenges, this study developed two artificial intelligence (AI)-based methods-using large language models with prompt engineering-to automatically identify CES categories and associated sentiments, and to analyze the key influencing factors. Using the coastal wetland ecological restoration area in Xiamen, China, as a case study, the results indicated that recreation (31.69%) and aesthetics (23.54%) were the two most commonly perceived CES categories. The average sentiment score across the nine CES categories in all restoration areas was positive (4.0-4.6). Differences in CES perceptions among the three distinct types of restoration areas-mangroves, beaches, and bays-were minimal. Public perceptions were primarily influenced by the ecological environment, historical culture, and management practices. These findings provide targeted recommendations for improving restoration planning and sustainable management in urban coastal wetlands. This study demonstrated an innovative interdisciplinary integration of computer science and marine ecology, highlighting the advantages of AI in advancing CES research and offering a new paradigm for understanding public perception.

了解城市滨海湿地生态修复区公众对文化生态系统服务的认知,对滨海资源管理和可持续发展具有重要意义。尽管越来越多地利用社交媒体数据来制定消费消费指标,但在进行消费消费评估和从大量文本评论中智能、准确和高效地分析主要影响因素方面,仍存在重大技术挑战。为了应对这些挑战,本研究开发了两种基于人工智能(AI)的方法——使用大型语言模型和即时工程——来自动识别CES类别和相关情绪,并分析关键影响因素。以厦门滨海湿地生态修复区为例,研究结果表明,游憩(31.69%)和美学(23.54%)是最常被感知的两个CES类别。在所有恢复领域,9个CES项目的平均情绪得分为正(4.0 ~ 4.6)。在三种不同类型的恢复区域(红树林、海滩和海湾)之间,CES感知的差异很小。公众认知主要受生态环境、历史文化和管理实践的影响。这些发现为改善城市滨海湿地的恢复规划和可持续管理提供了有针对性的建议。这项研究展示了计算机科学和海洋生态学的创新跨学科整合,突出了人工智能在推进CES研究方面的优势,并为理解公众感知提供了新的范例。
{"title":"Understanding public perceptions of cultural ecosystem services in urban coastal wetland ecological restoration areas: A social media-based large language model approach.","authors":"Zirui Zhao, Zhiyuan Ma, Bin Chen, Ping Li, Weiwei Yu, Wenjia Hu, Dian Zhang, Jianji Liao","doi":"10.1016/j.jenvman.2026.128816","DOIUrl":"https://doi.org/10.1016/j.jenvman.2026.128816","url":null,"abstract":"<p><p>Understanding public perceptions of cultural ecosystem services (CES) in urban coastal wetland ecological restoration areas was essential for coastal resource management and sustainable development. Although social media data has been increasingly utilized to develop CES indicators, significant technical challenges remained in conducting CES assessments and analyzing the primary influencing factors intelligently, accurately, and efficiently from large volumes of textual comments. To address these challenges, this study developed two artificial intelligence (AI)-based methods-using large language models with prompt engineering-to automatically identify CES categories and associated sentiments, and to analyze the key influencing factors. Using the coastal wetland ecological restoration area in Xiamen, China, as a case study, the results indicated that recreation (31.69%) and aesthetics (23.54%) were the two most commonly perceived CES categories. The average sentiment score across the nine CES categories in all restoration areas was positive (4.0-4.6). Differences in CES perceptions among the three distinct types of restoration areas-mangroves, beaches, and bays-were minimal. Public perceptions were primarily influenced by the ecological environment, historical culture, and management practices. These findings provide targeted recommendations for improving restoration planning and sustainable management in urban coastal wetlands. This study demonstrated an innovative interdisciplinary integration of computer science and marine ecology, highlighting the advantages of AI in advancing CES research and offering a new paradigm for understanding public perception.</p>","PeriodicalId":356,"journal":{"name":"Journal of Environmental Management","volume":"401 ","pages":"128816"},"PeriodicalIF":8.4,"publicationDate":"2026-02-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146123316","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The impact of high-standard farmland construction on fertilizer reduction among farmers from a triple-scale perspective 三尺度视角下高标准农田建设对农民减肥量的影响
IF 8.4 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2026-02-04 DOI: 10.1016/j.jenvman.2026.128778
Mingkun Liu , Bin Wang , Dingde Xu
Reducing chemical fertilizer use is indispensable for maintaining global food security and promoting sustainable agricultural development. Some scholars have used meso- and macro-level data to confirm that the construction of high-standard farmland can reduce fertilizer use through scale effects. However, they have not fully discussed the triple farmland scale economy effects of high-standard farmland construction on fertilizer reduction. Based on this, this paper utilizes micro-survey data from 1029 rice farmers and adopts a triple-scale analysis perspective to systematically explore the effects of high-standard farmland construction on fertilizer reduction. The study results show that: (1) The construction of high-standard farmlands significantly promotes farmers' fertilizer reduction. Operating high-standard farmland can increase the probability of fertilizer reduction by farmers by 14.90 percentage points. (2) Mechanism analysis reveals that high-standard farmland construction can boost fertilizer reduction among farmers by promoting triple scales (operational scale, plot scale, and contiguous plot scale). Among these, expanding plot scale and contiguous plot scale has a relatively greater impact on farmers’ fertilizer reduction. (3) Heterogeneity analysis finds that high-standard farmland construction has a stronger promoting effect on fertilizer reduction among farmers in hilly and mountainous areas and among large-scale farm operators. Therefore, in order to ensure the sustainability of fertilizer reduction, the following recommendations are proposed. First, the government should continue to promote the construction of high-standard farmland and place greater emphasis on construction projects related to concentrated and contiguous operations. Second, the land transfer market should be improved to promote moderately scaled land management. Finally, the rights and interests of small farmers in agricultural operations should be fully protected.
减少化肥使用对维护全球粮食安全和促进农业可持续发展至关重要。有学者利用中观和宏观层面的数据证实,高标准农田的建设可以通过规模效应减少化肥的使用。但对高标准农田建设对减肥量的三重农田规模经济效应的探讨并不充分。基于此,本文利用1029名稻农的微观调查数据,采用三尺度分析视角,系统探讨高标准农田建设对减肥量的影响。研究结果表明:(1)高标准农田建设显著促进了农民减肥。经营高标准农田可使农民减肥概率提高14.90个百分点。(2)机制分析表明,高标准农田建设可以通过促进经营规模、地块规模和连片地块规模的三重规模来促进农户减肥。其中,扩大小区规模和连片小区规模对农户减肥的影响相对较大。(3)异质性分析发现,高标准农田建设对丘陵山区农户和规模经营农户减肥的促进作用更强。因此,为保证减肥的可持续性,提出以下建议。一是继续推进高标准农田建设,更加重视集中连片经营的建设项目。二是完善土地流转市场,促进土地适度规模经营。最后,要充分保护小农在农业经营中的权益。
{"title":"The impact of high-standard farmland construction on fertilizer reduction among farmers from a triple-scale perspective","authors":"Mingkun Liu ,&nbsp;Bin Wang ,&nbsp;Dingde Xu","doi":"10.1016/j.jenvman.2026.128778","DOIUrl":"10.1016/j.jenvman.2026.128778","url":null,"abstract":"<div><div>Reducing chemical fertilizer use is indispensable for maintaining global food security and promoting sustainable agricultural development. Some scholars have used meso- and macro-level data to confirm that the construction of high-standard farmland can reduce fertilizer use through scale effects. However, they have not fully discussed the triple farmland scale economy effects of high-standard farmland construction on fertilizer reduction. Based on this, this paper utilizes micro-survey data from 1029 rice farmers and adopts a triple-scale analysis perspective to systematically explore the effects of high-standard farmland construction on fertilizer reduction. The study results show that: (1) The construction of high-standard farmlands significantly promotes farmers' fertilizer reduction. Operating high-standard farmland can increase the probability of fertilizer reduction by farmers by 14.90 percentage points. (2) Mechanism analysis reveals that high-standard farmland construction can boost fertilizer reduction among farmers by promoting triple scales (operational scale, plot scale, and contiguous plot scale). Among these, expanding plot scale and contiguous plot scale has a relatively greater impact on farmers’ fertilizer reduction. (3) Heterogeneity analysis finds that high-standard farmland construction has a stronger promoting effect on fertilizer reduction among farmers in hilly and mountainous areas and among large-scale farm operators. Therefore, in order to ensure the sustainability of fertilizer reduction, the following recommendations are proposed. First, the government should continue to promote the construction of high-standard farmland and place greater emphasis on construction projects related to concentrated and contiguous operations. Second, the land transfer market should be improved to promote moderately scaled land management. Finally, the rights and interests of small farmers in agricultural operations should be fully protected.</div></div>","PeriodicalId":356,"journal":{"name":"Journal of Environmental Management","volume":"401 ","pages":"Article 128778"},"PeriodicalIF":8.4,"publicationDate":"2026-02-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146102650","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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Journal of Environmental Management
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