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24 pages, 1479 KB  
Article
Analytical Modeling of Microplastic Transport in Rivers: Incorporating Sinking, Removal, and Multi-Phase Dynamics
by Goutam Saha, Amit Kumar Saha and Awnon Bhowmik
Pollutants 2026, 6(1), 18; https://doi.org/10.3390/pollutants6010018 - 4 Mar 2026
Abstract
Microplastics (MP) are transported through rivers, acting as major conduits to oceans, yet standard transport models often fail to capture polymer-specific dynamics like settling and removal. This study proposes two novel analytical frameworks to address this: a modified Advection–Dispersion Equation (ADE) incorporating first-order [...] Read more.
Microplastics (MP) are transported through rivers, acting as major conduits to oceans, yet standard transport models often fail to capture polymer-specific dynamics like settling and removal. This study proposes two novel analytical frameworks to address this: a modified Advection–Dispersion Equation (ADE) incorporating first-order sinking and removal, and a multi-phase model accounting for hydrodynamic–particle coupling. We derived exact closed-form solutions for a finite pulse input and validated the baseline model against established results. Our results demonstrate that the conventional ADE significantly overestimates peak MP concentrations, while the modified ADE reveals a “stretching” effect that extends the duration of ecosystem exposure. Our analysis indicates that sinking is the primary driver of mass loss to sediments, with higher sinking rates reducing aqueous concentrations by approximately 50% compared to non-settling scenarios. However, removal employs negligible influence during the initial pulse phase but shows cumulative impact over long transport distances. The study highlights the critical need to incorporate sediment accumulation terms into risk assessments, as ignoring sinking leads to underestimating benthic pollution and overestimating marine flux. Additionally, the multi-phase formulation provides a theoretical basis for modeling dense plastic spills where particles alter flow momentum. Full article
(This article belongs to the Special Issue The Effects of Global Anthropogenic Trends on Ecosystems, 2025)
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17 pages, 1298 KB  
Article
Using Hydrochemistry, Multi-Isotope, and MixSIAR Model to Analyze Nitrate Sources of Groundwater: A Case Study of the Yongning River Banks
by Zhaofei Yang, Yuesuo Yang, Yujuan Wen, Cuiping Gao, Changhong Zheng, Xueyan Teng and Yuhan La
Hydrology 2026, 13(3), 84; https://doi.org/10.3390/hydrology13030084 - 4 Mar 2026
Abstract
Groundwater nitrate (NO3) pollution, caused by anthropogenic activities, poses a global threat to water security. The mixing of multiple nitrate pollution sources and the associated biogeochemical reactions may create a complex chemical background, which renders traditional hydrochemical methods and single [...] Read more.
Groundwater nitrate (NO3) pollution, caused by anthropogenic activities, poses a global threat to water security. The mixing of multiple nitrate pollution sources and the associated biogeochemical reactions may create a complex chemical background, which renders traditional hydrochemical methods and single δ15N isotope analysis approaches limited in accurately identifying pollution sources and quantifying their contribution ratios. Accordingly, we adopted an integrated framework incorporating hydrochemistry, isotopes, and the MixSIAR model. Within this framework, results from different components mutually validate each other, helping to achieve more accurate source identification and contribution quantification. Results revealed severe nitrate contamination with striking spatial heterogeneity: concentrations were significantly higher in the eastern region (9.3–1890.7 mg·L−1, Mean: 472.8 mg·L−1) than in the western region (8.5–204.1 mg·L−1, Mean: 52.0 mg·L−1). Hydrochemical and δ18O-NO3 evidence identified nitrification as the dominant nitrogen transformation process. Critically, the MixSIAR model quantified drastically different source contributions between the two regions. In the eastern industrial zone, industrial wastewater was the predominant source (61.3%), followed by manure and sewage (18.5%). In contrast, in the western agricultural area, natural and agricultural sources dominated, with soil nitrogen contributing 43.9% and chemical fertilizer 31.7%. The findings pinpoint specific pollution drivers for each region, offering a robust scientific basis for formulating differentiated and effective nitrate pollution control strategies. Full article
23 pages, 1493 KB  
Review
Research Progress and Prospects of Modified Biochar in the Adsorption and Degradation of Sulfonamide Antibiotics
by Junjie Wang, Yingxia Hou, Xue Li, Ran Zhao, Xiaoquan Mu, Yifan Liu, Chengcheng Huang, Frank Fu and Fengxia Yang
Antibiotics 2026, 15(3), 268; https://doi.org/10.3390/antibiotics15030268 - 4 Mar 2026
Abstract
Sulfonamide antibiotics (SAs) are ubiquitous and persistent organic contaminants in aquatic and soil ecosystems due to their extensive application and high structural stability, causing rising environmental hazards. Conventional treatment approaches, generally based on physical adsorption or biological processes, remain limited in achieving efficient [...] Read more.
Sulfonamide antibiotics (SAs) are ubiquitous and persistent organic contaminants in aquatic and soil ecosystems due to their extensive application and high structural stability, causing rising environmental hazards. Conventional treatment approaches, generally based on physical adsorption or biological processes, remain limited in achieving efficient and stable removal as well as deep molecular modification of SAs. In recent years, modified biochar has developed as a flexible environmental functional material incorporating adsorption and reaction regulation capabilities, owing to its customizable pore structure, surface chemistry, and electronic characteristics. This study comprehensively highlights current achievements in the adsorption and degradation of sulfonamide antibiotics by modified biochar, with specific emphasis on modification techniques, structural modulation, structure–performance connections, and interfacial reaction processes. Through physical activation, heteroatom doping, defect engineering, and metal integration, biochar has developed from a traditional adsorbent into a carbon-based interfacial reactor capable of pollutant adsorption, molecular activation, and directed transformation. Surface-confined reaction interfaces, where π–π interactions, hydrogen bonding, electrostatic interactions, and metal coordination cooperatively control adsorption and transformation processes, are primarily responsible for the elimination of SAs. Moreover, the dual functions of modified biochar in driving both radical and non-radical pathways are explored, showing the vital importance of interfacial electronic structure modulation and electron-transfer mechanisms in influencing reaction efficiency and selectivity. The impact of sulfonamide molecular configurations, ambient circumstances, and concomitant chemicals on removal performance are also explored. Unlike previous reviews that mainly summarize adsorption efficiency or oxidant activation systems separately, this work integrates structural modulation, interfacial electronic regulation, and bond-selective transformation mechanisms into a unified structure–chemistry–reactivity framework. By correlating sulfonamide molecular configuration with biochar electronic structure, this review provides a mechanistic roadmap for the rational design of next-generation catalytic biochar systems. Finally, key challenges related to structural controllability, long-term stability, and engineering scalability are identified, and future research directions are proposed to support the rational design of high-performance biochar materials and the practical control of sulfonamide antibiotic pollution. Full article
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29 pages, 2532 KB  
Review
Review of Recent Advances in Microplastic Ecological Risk Assessment: From Problem Formulation to Risk Characterization
by Kimleng Keang, Shuo Cheng, Usman Muhammad and Snehal Wasnik
Microplastics 2026, 5(1), 44; https://doi.org/10.3390/microplastics5010044 - 4 Mar 2026
Abstract
Microplastic (MP) pollution represents a significant environmental threat, impacting aquatic ecosystems and human health. This review examines critical elements of MP risk assessment, including exposure pathways, properties (polymer type, size, and shape), bioaccumulation, and ecological and health effects. It underscores the challenges of [...] Read more.
Microplastic (MP) pollution represents a significant environmental threat, impacting aquatic ecosystems and human health. This review examines critical elements of MP risk assessment, including exposure pathways, properties (polymer type, size, and shape), bioaccumulation, and ecological and health effects. It underscores the challenges of quantifying MP exposure and identifying pollutants, as well as gaps in understanding pollutant adsorption/desorption and biofilm impacts. MPs serve as carriers for organic pollutants, heavy metals, and chemical additives, potentially magnifying toxic effects. Emerging contaminants, such as pharmaceuticals, exacerbate these risks. Laboratory research is crucial to trace MPs through food chains from primary producers to humans and assess bioaccumulation and health impacts. Current assessments, however, are insufficient to provide comprehensive ecological risk evaluations. The review highlights the need for improved methodologies to assess MPs’ fate, trophic transfer, and long-term ecological effects. MPs often release harmful additives like plasticizers and flame retardants, necessitating studies to differentiate the impacts of polymers and additives. It emphasizes integrating MP toxicity data into risk models while fostering collaboration among scientists, policymakers, and communities. The paper advocates for a comprehensive framework combining advanced analytical methods and environmental monitoring to refine risk assessment models. These efforts aim to strengthen public awareness, support informed environmental policies, and promote sustainable practices to mitigate MP pollution impacts. Addressing these research gaps will significantly enhance the scientific understanding of MP risks and guide effective management strategies for environmental and human health protection. Full article
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20 pages, 3413 KB  
Article
Cellular Effects and Regulated Protein Expression of MCF-7 Breast Cancer Cells Following Exposure to PAH Derivative 3-Hydroxybenz[a]anthracene
by Xiao Kang, Wenting Song, Xueyan Li, Yuyan Yang and Xinke Wu
Toxics 2026, 14(3), 222; https://doi.org/10.3390/toxics14030222 - 4 Mar 2026
Abstract
Breast cancer is the most common malignant tumor among women worldwide, and its occurrence is closely associated with long-term exposure to environmental pollutants. Polycyclic aromatic hydrocarbons (PAHs) are a class of persistent organic pollutants widely present in the living environment. Epidemiological studies indicate [...] Read more.
Breast cancer is the most common malignant tumor among women worldwide, and its occurrence is closely associated with long-term exposure to environmental pollutants. Polycyclic aromatic hydrocarbons (PAHs) are a class of persistent organic pollutants widely present in the living environment. Epidemiological studies indicate that exposure to PAHs increases the risk of breast cancer. PAH derivatives exhibit stronger toxicity or endocrine-disrupting activity than their parent compounds; however, research on their specific effects and mechanisms in breast cancer cells remains limited. For this purpose, this study selected 3-Hydroxybenz[a]anthracene, a PAH derivative with potential estrogenic activity, as the target compound. Using the estrogen receptor-positive breast cancer cell line MCF-7 as the model, we performed EdU staining, colony formation assays, scratch healing assays, Transwell invasion assays, and apoptosis assays and preliminarily examined changes in relevant signaling proteins via Western blot. Results indicate that 3-Hydroxybenz[a]anthracene promotes proliferation and migration in MCF-7 cells while inhibiting apoptosis under certain conditions, but it has no effect on cell invasion. Mechanistically, it upregulates key proteins including AKT, c-Myc, E-Cadherin, Vimentin, MMP2, MMP9 and Bcl-2 while downregulating p-AKT expression. This study confirms through in vitro experiments that 3-Hydroxybenz[a]anthracene exhibits estrogen-like effects and modulates malignant behavior in breast cancer cells by regulating relevant signaling pathways. These findings provide experimental evidence for further evaluating the potential role of this environmental contaminant in breast cancer initiation and progression. Full article
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21 pages, 3492 KB  
Article
Unraveling the Molecular Mechanisms Linking Cigarette Smoke Exposure to Skin Damage
by Ziyi Tan, Yuping Wei, Shengan Zhang, Jianping Song and Wei Zhu
Int. J. Mol. Sci. 2026, 27(5), 2392; https://doi.org/10.3390/ijms27052392 - 4 Mar 2026
Abstract
CS is an environmental pollutant everywhere, but we still do not fully know how it hurts our skin. This study integrates LC-MS, network toxicology, molecular docking, and experimental validation in order to understand how CS causes skin involvement at the molecular level. By [...] Read more.
CS is an environmental pollutant everywhere, but we still do not fully know how it hurts our skin. This study integrates LC-MS, network toxicology, molecular docking, and experimental validation in order to understand how CS causes skin involvement at the molecular level. By searching a database, constructing a PPI network and analyzing GO/KEGG, we found 57 candidate targets related to CS-induced skin damage. We found that STAT3, AKT1, TP53, CASP3 and IL-6 play the core roles, and PI3K-Akt, p53, JAK-STAT and apoptosis pathways may be crucial. Molecular docking analysis confirmed strong interactions between components of CS and these key targets. In vitro validation using HaCaT cells showed that CS exposure decreased expressions of STAT3 and AKT, but increased p53, CASP3 and IL-6. The inhibition of PI3K-AKT- and JAK-STAT-related responses, coupled with the initiation of p53-driven apoptosis, led to the observed cytotoxicity, functional impairment, oxidative stress and inflammation, which induced and aggravated skin damage. These findings provide a new perspective on the harmful effects of CS on the skin, providing both a theoretical basis for strengthening regulatory measures to limit exposure and opening new avenues for exploring relevant prevention strategies. Full article
(This article belongs to the Section Molecular Toxicology)
24 pages, 4523 KB  
Article
Bridging Local and Regional Scales: Ecological and Governance Assessment of Urban Dune Lake Wetlands in a Coastal Metropolis
by Patricia Moreno-Casasola, Andrés De la Rosa, Luis Alberto Peralta Peláez, Ceferino Vázquez Báez and Hugo López Rosas
Coasts 2026, 6(1), 10; https://doi.org/10.3390/coasts6010010 - 4 Mar 2026
Abstract
Urban wetlands in coastal cities are under growing strain from urban growth, climate change, and governance that is often fragmented. This study evaluates the condition of the freshwater dune lakes located in the Veracruz–Boca del Río–Medellín conurbation in Mexico, a protected corridor made [...] Read more.
Urban wetlands in coastal cities are under growing strain from urban growth, climate change, and governance that is often fragmented. This study evaluates the condition of the freshwater dune lakes located in the Veracruz–Boca del Río–Medellín conurbation in Mexico, a protected corridor made up of 33 dune lakes that is increasingly pressured by urban expansion. We used an interdisciplinary approach that combined ecological monitoring, legal analysis, and participatory management tools. Fieldwork included 24 h monitoring of dissolved oxygen, measurements of Biochemical Oxygen Demand (BOD5) in representative systems, a diachronic review of the legal evolution of five Natural Protected Areas (NPAs), and community workshops to jointly design interventions. The results showed strong day–night swings in oxygen (4.0–14.8 mg/L) linked to vegetation dynamics, with nighttime hypoxia posing risks for aquatic fauna. BOD5 ranged from 4.8 to 150.3 mg/L, pointing to severe organic pollution in the most degraded system. The legal review identified repeated patterns of environmental regression, expressed through reductions in protected polygons, the legalization of irregular settlements, and the fragmentation of protected areas through judicial processes. In response, we propose a hybrid management model that brings together riparian restoration, Sustainable Urban Drainage Systems (SUDS), green infrastructure, and participatory monitoring, emphasizing a key 100 m buffer zone. This integrated strategy aims to improve flood regulation, reduce urban heat island effects, and enhance water quality, while also reinforcing community stewardship and legal protection. We conclude that conserving these urban wetlands effectively requires adaptive approaches that connect landscape-scale and local-scale actions, which are essential for climate adaptation in rapidly urbanizing coastal regions. Full article
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17 pages, 3591 KB  
Article
Design of Sr-Doped Titanate Combined with g-C3N4 for Efficient Photocatalytic Degradation of the Model Pollutant Caffeine
by Luísa Chiavassa, Tomasz Łęcki, Virgínia C. Ferreira, Kamila Zarębska, Iraida N. Demchenko, Magdalena Skompska and Olinda C. Monteiro
Molecules 2026, 31(5), 856; https://doi.org/10.3390/molecules31050856 (registering DOI) - 4 Mar 2026
Abstract
Photocatalytic processes have been studied as promising solutions to mitigate the impact of pollutants on aquatic environments. Here, the enhancement of photocatalytic performance and stability of titanate nanostructures (TNS), a well-established photocatalyst, were investigated through Sr modification. Structural characterization confirmed Sr in-corporation in [...] Read more.
Photocatalytic processes have been studied as promising solutions to mitigate the impact of pollutants on aquatic environments. Here, the enhancement of photocatalytic performance and stability of titanate nanostructures (TNS), a well-established photocatalyst, were investigated through Sr modification. Structural characterization confirmed Sr in-corporation in the crystalline structure, mainly in the interlayers. The sample Sr(5%)TNS, synthesized with 5% (wt.), exhibited fine lamellar morphology, different from the elongated nanowires of pristine TNS. The photocatalytic performance of the Sr-modified sample was studied for the removal of a model pollutant, caffeine, under UV-Vis and visible irradiation. A clear enhancement in the caffeine removal rate was observed using Sr(5%)TNS as a photocatalyst, when compared with the pristine material. Further improvement in the photocatalytic performance was obtained by combining Sr(5%)TNS with graphitic-like carbon nitride (g-C3N4) as a novel composite film. This proved to be a promising strategy for enhancing both the visible-light photocatalytic efficiency and the stability of the films, while also facilitating their reuse. Various configurations of the hybrid system were tested, and the best results for caffeine degradation and catalyst robustness were achieved with a 4:1 ratio of Sr(5%)TNS to g-C3N4. Mechanisms for charge transfer in irradiated Sr(5%)TNS particles, and in Sr(5%)TNS/g-C3N4 composite films are proposed and discussed. Full article
(This article belongs to the Special Issue Novel Nanomaterials for Photocatalysis)
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22 pages, 627 KB  
Article
Determinants of Public Transport Choice in Łódź: Reasons for Use and Incentives for Non-Users
by Justyna Przywojska and Aldona Podgórniak-Krzykacz
Sustainability 2026, 18(5), 2509; https://doi.org/10.3390/su18052509 - 4 Mar 2026
Abstract
Public transport is a critical instrument for mitigating traffic congestion, reducing environmental pollution, and promoting social inclusion in urban areas. This study presents the results of a quantitative survey conducted among 406 residents of Łódź, Poland, aimed at identifying the determinants of public [...] Read more.
Public transport is a critical instrument for mitigating traffic congestion, reducing environmental pollution, and promoting social inclusion in urban areas. This study presents the results of a quantitative survey conducted among 406 residents of Łódź, Poland, aimed at identifying the determinants of public transport use and the factors influencing modal choices. The findings indicate that 89% of respondents had used public transport within the past three years, with over half reporting the use of both buses and trams. However, public transport is predominantly chosen out of necessity rather than preference, driven by limited access to private vehicles, absence of a driver’s license, or the high costs of car ownership. Environmental considerations and service quality factors play a comparatively minor role. User satisfaction with public transport services in Łódź is moderate, and current users express limited intention to increase their usage or actively recommend the system, suggesting constrained potential for demand growth. In contrast, non-users declare a willingness to shift to public transport if travel costs are reduced and service quality is improved. Measures aimed at restricting private car use demonstrate limited motivational impact, whereas enhancing the reliability, accessibility, and affordability of public transport emerges as the most effective strategy. Methodologically, the study contributes by combining bibliometric mapping with quantitative survey analysis, providing a replicable framework for assessing urban mobility determinants in other cities with similar socio-economic and transport contexts. Full article
(This article belongs to the Special Issue Psychological Determinants of Sustainable Mobility Behaviors)
15 pages, 1320 KB  
Article
Development, Characterization, and Evaluation of Chitosan Nano/Microcapsules with Bacillus subtilis Extract and Their Effect on Tomato (Solanum lycopersicum) Seed Germination
by René Díaz-Herrera, Ricardo Gómez-García, Rafael Duarte, Marta W. Vasconcelos, Olga B. Alvarez-Pérez, Roberto Arredondo-Valdés, Janeth Ventura-Sobrevilla and Manuela Pintado
Plants 2026, 15(5), 796; https://doi.org/10.3390/plants15050796 - 4 Mar 2026
Abstract
The use of chemical fertilizers has led to significant environmental pollution. An alternative to these fertilizers is the use of natural compounds, such as phytohormones, which promote germination and crop development. However, environmental factors can affect natural compounds, reducing their effectiveness. Therefore, increasing [...] Read more.
The use of chemical fertilizers has led to significant environmental pollution. An alternative to these fertilizers is the use of natural compounds, such as phytohormones, which promote germination and crop development. However, environmental factors can affect natural compounds, reducing their effectiveness. Therefore, increasing their stability without decreasing their activity to improve crop quality is essential. This study produced and characterized chitosan and sodium tripolyphosphate (TPP) nano-microparticles (NMP) loaded with Bacillus subtilis extract and evaluated their impact on tomato seed germination. We employed two experimental designs (Box–Behnken and Box–Hunter–Hunter) to determine the optimal production conditions and characterized the NMP using DLS, SEM, and FTIR. The optimal treatment consisted of 8 min of homogenization, followed by 8 min of ultrasound at a 70% amplitude, resulting in a particle size of 330.7 nm, a polydispersity index of 0.25, a zeta potential of 34.3 mV, and an encapsulation efficiency of 68.8%. The NMP loaded with bacterial extract was applied to tomato seeds as a 50% dilution pretreatment. NMP achieved the best results, with a 72% germination rate (1.6 seeds per day) and an average germination time of 3.8 days. It is concluded that the experimental designs helped improve particle properties and that the chitosan and TPP coating enhances the stability and activity of the bacterial extract, potentially benefiting agronomic applications. Full article
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19 pages, 8550 KB  
Article
Screening of Maize Cultivars with Phytoremediation Coupled with Agro-Production for Cd Pollution in Farmland Soil
by Zongqing Wei, Dingyang Li, Hui Li, Lianfeng Du, Chuanjiang Peng, Rongli Tang, Jie Liu and Jing Liu
Agriculture 2026, 16(5), 588; https://doi.org/10.3390/agriculture16050588 - 4 Mar 2026
Abstract
Agricultural soil Cd (Cd) pollution threatens global food safety. Based on a meta-analysis of 55 global studies involving 464 maize cultivars, this research systematically elucidates the potential of maize for safe production and remediation in cadmium (Cd)-contaminated farmland. For low to moderately polluted [...] Read more.
Agricultural soil Cd (Cd) pollution threatens global food safety. Based on a meta-analysis of 55 global studies involving 464 maize cultivars, this research systematically elucidates the potential of maize for safe production and remediation in cadmium (Cd)-contaminated farmland. For low to moderately polluted fields, multiple cultivars with low grain Cd accumulation were identified, including 15 cultivars such as TieYan 919 and DanYu 508, which achieved over 90% lower grain Cd content than the legislative limits. DongDan 118 demonstrated simultaneous grain Cd reduction and yield increase, while XianYu 335 and ZhengDan 958 showed comprehensive performance in Cd reduction and yield stability. Maize genotype was identified as the decisive factor for grain Cd accumulation, soil pH was the key environmental factor regulating Cd translocation to grains, and field cultivation was conducive to the expression of low-accumulation traits. Accordingly, a “production coupled with remediation” technical pathway is proposed, centered on “low-accumulation cultivars as the core, soil pH regulation as the key, and field validation as the safeguard.” For heavily polluted fields, high-Cd-accumulating cultivars such as GuangTian-2 and JinZhuMi (pot cultivation) and HuaCaiNuo3 and QiuQing88 (field cultivation) were identified. Their remediation efficiency was driven by soil available Cd content, with significant local environmental influences, necessitating a remediation strategy guided by “cultivar selection as the core, soil management as the supplement, and local validation as the prerequisite.” This study provides a cultivar selection basis and agronomic regulation framework for the tiered management of Cd-contaminated farmland. Full article
(This article belongs to the Section Agricultural Soils)
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28 pages, 2675 KB  
Review
Cellular Senescence Triggered by Food and Environmental Genotoxins
by Bernd Kaina, Maja T. Tomicic and Markus Christmann
Int. J. Mol. Sci. 2026, 27(5), 2389; https://doi.org/10.3390/ijms27052389 - 4 Mar 2026
Abstract
Cellular senescence (CSEN) is caused by a variety of factors that trigger complex molecular pathways. These include telomere shortening, oncogene activation and replicative stress, as well as DNA damage caused by genotoxic anticancer drugs and endogenous and exogenous genotoxins. Here, we review the [...] Read more.
Cellular senescence (CSEN) is caused by a variety of factors that trigger complex molecular pathways. These include telomere shortening, oncogene activation and replicative stress, as well as DNA damage caused by genotoxic anticancer drugs and endogenous and exogenous genotoxins. Here, we review the induction of CSEN by exogenous genotoxic insults resulting from food and environmental exposures. The available data show that genotoxins/carcinogens in tobacco smoke and smokeless tobacco, in the environment, in food, beverages and life-style products induce CNS. The exposures include N-nitroso compounds, polycyclic aromatic hydrocarbons, heterocyclic aromatic amines, acrylamide, heavy metals, fine dust, mycotoxins, phytotoxins, and phycotoxins. Also, heme in red meat contributes to CSEN as it catalyzes the formation of genotoxic species in the colon. Induction of CSEN by external genotoxins/carcinogens is bound on the DNA damage response pathway (DDR), which relies on activation of the ATM/ATR-CHK2/CHK1-p53-p21 axis and the p53-independent p16/p14 axis, eliciting cyclin-dependent kinase inhibition and permanent cell cycle arrest. Other factors that can be involved are DREAM, MAPK, cGAS/Sting, and NF-κB. The accumulation of non-repaired DNA damage triggering CSEN following external genotoxic exposures may contribute significantly to the amelioration of senescent cells and organ failure with age in humans. Senescent cells drive, via the senescence-associated secretory phenotype (SASP), inflammation that is involved in many diseases, including cancer. Although most of the studies were performed with in vitro cell systems, the consequences of CSEN induction by genotoxic nutritional components and environmental exposures seem to be underestimated. Since CSEN correlates with aging, it is reasonable to conclude that exogenous genotoxic pollutants contribute significantly to the aging process through CSEN induction. In light of these findings, it is deduced that reducing genotoxin exposures and using “rejuvenation” supplements (senotherapeutics) are reasonable strategies to counteract cellular senescence and the aging process. Full article
(This article belongs to the Special Issue Molecular and Cellular Mechanisms of Genotoxicity)
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25 pages, 3829 KB  
Article
Spatio-Temporal Heterogeneity of Regional Carbon Emission Drivers in China: Evidence from an Integrated Random Forest and GTWR Model
by Jiqiong Yu, Xueting Jiang, Chundi Jiang and Ping Li
Sustainability 2026, 18(5), 2507; https://doi.org/10.3390/su18052507 - 4 Mar 2026
Abstract
Precisely identifying the key drivers of regional carbon emissions and their spatiotemporal heterogeneity is critical for formulating differentiated strategies under China’s “Dual Carbon” goals. To address the limitations of traditional models in variable screening and handling non-stationarity, this study constructs an analytical framework [...] Read more.
Precisely identifying the key drivers of regional carbon emissions and their spatiotemporal heterogeneity is critical for formulating differentiated strategies under China’s “Dual Carbon” goals. To address the limitations of traditional models in variable screening and handling non-stationarity, this study constructs an analytical framework that integrates a Random Forest (RF) model for preliminary variable screening, Geographically and Temporally Weighted Regression (GTWR) for spatiotemporal quantification, and the CRITIC method for multidimensional evaluation. Based on panel data from 30 Chinese provinces spanning 2005 to 2023, this study investigates the spatiotemporal evolution of carbon emission drivers. The findings reveal significant regional disparities. In the eastern region, the emission-increasing effect driven by population continues to intensify. Although economic growth shows signs of decoupling from emissions, the emission reduction benefits of industrial upgrading are diminishing. Notably, provinces such as Jiangsu have even experienced a rebound in energy consumption, which is potentially linked to the expansion of digital infrastructure. In the central region, a “pollution haven” effect has emerged due to the relocation of energy-intensive industries. Furthermore, the impacts of population, urbanization, and energy consumption structure exhibit an inverted U-shaped trend, with green urbanization beginning to yield initial emission reductions. In the western region, the suppressive effect of energy intensity on emissions continues to strengthen, particularly around Shaanxi. For northern energy-rich areas, economic growth acts as a prominent driver, while the impact of population displays a clear “positive in the south, negative in the north” spatial pattern. Moreover, northern provinces have successfully leveraged agglomeration effects to achieve emission reductions. Ultimately, these findings provide robust empirical support for constructing a spatially differentiated governance system to facilitate carbon neutrality. Full article
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16 pages, 10932 KB  
Article
Spatial Modeling of PM2.5 Concentrations Using Random Forest and Geostatistical Interpolation in Kraków, Poland
by Elżbieta Węglińska, Mateusz Zaręba and Tomasz Danek
Appl. Sci. 2026, 16(5), 2470; https://doi.org/10.3390/app16052470 - 4 Mar 2026
Abstract
Spatial mapping of PM2.5 in complex urban and suburban terrains remains challenging for classical geostatistical interpolation. This study evaluates a Random Forest (RF) framework for high-resolution air pollution mapping and compares its performance with ordinary kriging in the Kraków region. The analysis [...] Read more.
Spatial mapping of PM2.5 in complex urban and suburban terrains remains challenging for classical geostatistical interpolation. This study evaluates a Random Forest (RF) framework for high-resolution air pollution mapping and compares its performance with ordinary kriging in the Kraków region. The analysis integrates measurements from 51 low-cost air quality sensors with topographic and meteorological predictors, including elevation, temperature, relative humidity, and wind speed. Five representative hours during a relatively windless, inversion dominated day were selected to examine hourly variability in pollution patterns. Model robustness was assessed using leave-one-out (LOO) cross-validation, while interpretability was addressed through permutation-based predictor importance analysis. The RF model achieved high predictive accuracy (R2 = 0.85 to 0.95) and good spatial stability with an LOO standard error below 5%. Elevation consistently emerged as the dominant predictor, confirming the key role of terrain-controlled accumulation, while temperature and humidity gained importance during evening and nighttime hours. The RF approach captured fine-scale transport features along river valleys that were not resolved by ordinary kriging, which produced smoother but less interpretable surfaces. The results demonstrate that RF mapping provides an accurate and explainable support to traditional geostatistical methods for analyzing urban air pollution dynamics in complex terrain. Full article
(This article belongs to the Special Issue Application of Artificial Intelligence in the Internet of Things)
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15 pages, 11795 KB  
Article
Study on Co-Calcination of Vanadium-Chromium Slag and Artificial Marble Waste Slag Followed by Acid Leaching for Separation of Vanadium and Chromium
by Xiaoxin Xuan, Guangyu Zhang, Yiqiu Wang, Jinwei Qu and Yang Chen
Metals 2026, 16(3), 291; https://doi.org/10.3390/met16030291 - 4 Mar 2026
Abstract
This study addresses the challenge of achieving efficient separation of vanadium and chromium from vanadium–chromium slag (VCS) while simultaneously tackling issues related to artificial granite waste residue (AGWR), such as its substantial stockpiling and associated air pollution. AGWR was used as a substitute [...] Read more.
This study addresses the challenge of achieving efficient separation of vanadium and chromium from vanadium–chromium slag (VCS) while simultaneously tackling issues related to artificial granite waste residue (AGWR), such as its substantial stockpiling and associated air pollution. AGWR was used as a substitute calcination additive for calcium carbonate to achieve efficient separation through a calcination-leaching process. Orthogonal experiments were conducted to investigate the effects of AGWR addition amount, calcination temperature, and calcination time on the leaching behavior of vanadium and chromium. During calcination, vanadium reacts with CaO (a decomposition product of AGWR) to form acid-soluble calcium vanadate. Concurrently, chromium hydroxide decomposes into chromium oxide, which is poorly soluble in dilute acid. Subsequent leaching of the calcination product with dilute sulfuric acid leaches vanadium (V) into the solution, while chromium (Cr) remains in the residue, thus achieving separation. The experimental results showed that under the conditions of 30% AGWR addition; calcination at 850 °C for 1 h; leaching at 90 °C for 2 h with a liquid-to-solid ratio of 10:1 and a sulfuric acid concentration of 50 g·L−1; the leaching rate of vanadium reached 85.68%, whereas that of chromium was only 2.34%. These results demonstrate highly efficient separation of vanadium and chromium, offering valuable insights for resource recovery from both VCS and AGWR. Full article
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