{"title":"Detection and monitoring of water hyacinth in large lakes of five Indian urban agglomerates using Sentinel-2 and machine learning models","authors":"Giribabu Dandabathula, Subham Roy, Omkar Shashikant Ghatage, Amit Thakur, Apurba Kumar Bera, Sushil Kumar Srivastav","doi":"10.1007/s11356-026-38245-2","DOIUrl":"10.1007/s11356-026-38245-2","url":null,"abstract":"<div><p>Rapid urbanisation has intensified ecological pressures on urban lakes, promoting the spread of invasive aquatic macrophytes such as water hyacinth (<i>Eichhornia crassipes</i>). This study presents a multi-year, satellite-based framework for detecting and monitoring water hyacinth in urban lakes using Sentinel-2 multispectral imagery and supervised machine learning. Four classifiers (Support Vector Machine, XGBoost, Random Forest, and K-Nearest Neighbours) were evaluated using classification-based accuracy metrics, including accuracy, precision, recall, F1-score, Cohen’s kappa, and cross-validation F1-score. Although all models achieved high quantitative accuracy, the Support Vector Machine (SVM) classifier demonstrated the most consistent performance, combining high classification accuracy with spatially coherent and cartographically consistent mapping outputs. Independent validation using two lakes excluded from model training and hyperparameter optimisation demonstrated promising transferability of the SVM classifier, with differences between model-derived and manually digitised water hyacinth extents remaining below 2%, primarily due to pixel-level boundary effects. The validated SVM model was subsequently applied to all eligible urban lakes across five major Indian agglomerates (Mumbai, Kolkata, Bengaluru, Chennai, and Hyderabad) for the post-monsoon period from 2021 to 2025. The results reveal pronounced spatial heterogeneity in infestation persistence, with Kolkata and Bengaluru exhibiting the highest number of persistently infested lakes, Mumbai characterised by a single consistently infested lake, and Chennai and Hyderabad showing intermediate levels of persistence. Importantly, infestation was not confined to urban cores but frequently extended into peri-urban and suburban zones. This spatial pattern is consistent with mechanisms reported in previous studies, including nutrient enrichment, wastewater inflows, altered catchment characteristics, and fragmented governance; however, these potential drivers were not evaluated directly in the present study. Overall, this study demonstrates the value of combining classification-based accuracy assessment with spatially explicit, multi-year satellite mapping to support evidence-based prioritisation of urban lake restoration and invasive macrophyte management in rapidly developing cities.</p></div>","PeriodicalId":545,"journal":{"name":"Environmental Science and Pollution Research","volume":"33 30","pages":"15810 - 15828"},"PeriodicalIF":5.8,"publicationDate":"2026-09-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149023621","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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}
Daniel Balsalobre-Lorente, Oana M. Driha, Muhammad Shahbaz, Avik Sinha
{"title":"Retraction Note: The effects of tourism and globalization over environmental degradation in developed countries","authors":"Daniel Balsalobre-Lorente, Oana M. Driha, Muhammad Shahbaz, Avik Sinha","doi":"10.1007/s11356-026-38249-y","DOIUrl":"10.1007/s11356-026-38249-y","url":null,"abstract":"","PeriodicalId":545,"journal":{"name":"Environmental Science and Pollution Research","volume":"33 29","pages":"15177 - 15177"},"PeriodicalIF":5.8,"publicationDate":"2026-09-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149015141","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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}
Maria Camila Amaya, Samuel David Bolaños Rodriguez, Juan Sebastian Burgos, Erwin Hernando Hernandez Rincon
{"title":"Microplastic and endocrine disruptor contamination in infant formula and early health effects: scoping review","authors":"Maria Camila Amaya, Samuel David Bolaños Rodriguez, Juan Sebastian Burgos, Erwin Hernando Hernandez Rincon","doi":"10.1007/s11356-026-38153-5","DOIUrl":"10.1007/s11356-026-38153-5","url":null,"abstract":"<div><p>Microplastics are recognized as emerging pollutants with increasing importance to public health. Low concentrations have been shown to affect endocrine and metabolic processes during critical developmental stages, such as early childhood. Infant formula and its packaging are potential sources of exposure to high daily particle levels and multiple types of microplastics. In addition, bisphenols and others are associated with thyroid, oestrogenic, and metabolic disorders and have been identified in these products. A scoping review was conducted following the JBI and PRISMA-ScR guidelines. Articles published between 2015 and 2025 were searched in multiple databases. Predefined inclusion and exclusion criteria were applied, and the extracted information was synthesized in a standardized matrix. A total of 223 articles were identified, 27 of which were included after the selection process. Studies have documented the presence of various chemical agents and microplastics (MPs) in infant formula and packaging. The release of millions of particles per liter during the preparation of plastic bottles was reported, along with evidence of prenatal and breast milk exposure. The reported findings include alterations in the intestinal microbiota, changes in immune-related biomarkers and responses, and potential alterations in endocrine function. The available evidence, although limited, suggests that infants are frequently exposed to MPs and EDCs through infant formula and packaging. The reported findings include associations with alterations in the intestinal microbiota, immune-related biomarkers, and endocrine function, although most evidence derives from experimental, animal, or observational studies. The absence of strict regulations and the scarcity of longitudinal studies reinforce the urgency of advancing public policies to control these agents and promoting health education to reduce exposure.</p></div>","PeriodicalId":545,"journal":{"name":"Environmental Science and Pollution Research","volume":"33 30","pages":"15285 - 15297"},"PeriodicalIF":5.8,"publicationDate":"2026-09-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149015202","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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}
Malika Chenna, Fariza Bouamra, Nadjib Drouiche, Hakim Lounici
{"title":"Photochemical degradation of azo textile dyes by UV/H2O2 advanced oxidation process: kinetic, parametric and mechanistic insights","authors":"Malika Chenna, Fariza Bouamra, Nadjib Drouiche, Hakim Lounici","doi":"10.1007/s11356-026-38235-4","DOIUrl":"10.1007/s11356-026-38235-4","url":null,"abstract":"<div><p>Water contamination by textile effluents poses a critical environmental challenge, with azo dyes accounting for 60–70% of commercial dyes and exhibiting high resistance to biodegradation due to their extended conjugated π-systems. In this study, the degradation of two representative azo dyes, Solophenyl Blue (SB) and Cibacron Blue (CB), was investigated using a UV/H<sub>2</sub>O<sub>2</sub> advanced oxidation process at 254 nm, generating hydroxyl radicals in situ. The influence of initial dye concentration (1–5 ppm), H<sub>2</sub>O<sub>2</sub> dosage (17.6–35.2 mM), and solution pH (3–10) was systematically evaluated. Degradation efficiency strongly depended on these parameters, with acidic conditions (pH 3) and an optimized H<sub>2</sub>O<sub>2</sub> concentration of 35.2 mM providing the highest removal rates, reaching up to 99.8% after 180 min of irradiation. Degradation kinetics followed a pseudo-first-order model with high correlation coefficients (R<sup>2</sup> > 0.95 for all conditions, and >0.99 for most experiments), with apparent rate constants ranging from 0.293 to 0.686 h⁻<sup>1</sup> for SB and 0.018 to 0.044 h⁻<sup>1</sup> for CB, depending on initial dye concentration. UV–visible spectral analysis confirmed progressive azo chromophore cleavage, while density functional theory calculations revealed that SB exhibits a slightly higher electronic chemical potential (<i>μ</i> = −0.162 a.u.) and nucleophilicity index (<i>N</i> = 3.66 eV) compared to CB (<i>μ</i> = −0.164 a.u.; <i>N</i> = 3.48 eV), indicating greater electron-donating capacity and susceptibility to electrophilic HO• attack. From an environmental engineering perspective, the UV/H<sub>2</sub>O<sub>2</sub> process offers advantages including ambient temperature operation, the absence of solid catalysts, and water as the reaction medium. Although further investigations using real wastewater matrices and mineralization analyses (COD/TOC) are required, the results demonstrate that UV/H<sub>2</sub>O<sub>2</sub> is a promising technology for dye-contaminated wastewater treatment.</p></div>","PeriodicalId":545,"journal":{"name":"Environmental Science and Pollution Research","volume":"33 30","pages":"15758 - 15783"},"PeriodicalIF":5.8,"publicationDate":"2026-09-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149015205","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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}
Amir Safaei, Farshad Giyahban, Homeira Ebrahimzadeh
{"title":"Green carbon dot–embedded Electrospun PVA/gum arabic nanofibers for efficient crystal violet removal from aqueous media","authors":"Amir Safaei, Farshad Giyahban, Homeira Ebrahimzadeh","doi":"10.1007/s11356-026-38234-5","DOIUrl":"10.1007/s11356-026-38234-5","url":null,"abstract":"<div><p>Electrospun polymer nanofibers are highly effective adsorbents for removing hazardous water pollutants like organic dyes due to their large surface area, high porosity, numerous adsorption sites, and high adsorption capacity. Herein, a green adsorbent was prepared by electrospinning of polyvinyl alcohol, gum arabic, and carbon dots solution for the removal of cationic crystal violet dye from an aqueous environment. The as-prepared composite was characterized using Fourier transform infrared spectroscopy, X-ray diffraction analysis, scanning electron microscopy, energy dispersive X-ray, and transmission electron microscopy analysis. The adsorption capacity of the adsorbent was investigated for the removal of crystal violet dye. The kinetics of adsorption were investigated using intraparticle diffusion, pseudo-first-order, pseudo-second-order kinetic models. The adsorption isotherm was also explored using the Langmuir, Freundlich, and Temkin models. The obtained results revealed that the adsorption process follow pseudo-second-order kinetic and Langmuir isotherm models. The thermodynamics studies implied that the adsorption process was spontaneous and exothermic. Finally, according to the reusability tests, the prepared adsorbents showed high recoverability without considerable loss in adsorption capacity after six consecutive cycles. These results highlight the potential of carbon dot-embedded green electrospun nanofibers as efficient and sustainable adsorbents for dye-contaminated wastewater treatment.</p></div>","PeriodicalId":545,"journal":{"name":"Environmental Science and Pollution Research","volume":"33 30","pages":"15784 - 15798"},"PeriodicalIF":5.8,"publicationDate":"2026-09-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149015225","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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}
Taghreed M. Adnan, Manar Banwan Hasan, Muhsin J. Jweeg, Alaa J. Hamad, Suhaib Salih, Zainab H. Ammory, Muhammad Fahad Tariq, Mohammed Kadhom
{"title":"Emerging two-dimensional materials in PFAS remediation: a comprehensive review of adsorption mechanisms and efficiency","authors":"Taghreed M. Adnan, Manar Banwan Hasan, Muhsin J. Jweeg, Alaa J. Hamad, Suhaib Salih, Zainab H. Ammory, Muhammad Fahad Tariq, Mohammed Kadhom","doi":"10.1007/s11356-026-38227-4","DOIUrl":"10.1007/s11356-026-38227-4","url":null,"abstract":"<div><p>Perfluoroalkyl and polyfluoroalkyl substances (PFAS) are extensively applied in both industrial and consumer products. To overcome the drawbacks of traditional treatment techniques, researchers are increasingly exploring two-dimensional (2D) materials as innovative solutions for PFAS remediation. Due to their distinctive properties, 2D materials exhibit significant potential for environmental remediation applications. This review examines a range of 2D materials, including graphene, MXenes, 2D metal-organic frameworks (MOFs), covalent organic frameworks (COFs), layered double hydroxides (LDHs), phosphorene, and hexagonal boron nitride (h-BN). It highlights their efficacy in adsorbing PFAS from water. By exploring the results of performance from available literature, it can be stated that graphene has been among the best-performing materials for a number of reasons. These reasons include its extensive surface area and the ability to alter its surface chemistry to capture PFAS via adsorption. Due to their structural and electrochemical stability, as well as the capacity to remove PFAS from waters of different matrices/conditions, MXenes (although with a limited number of reports) were the second-best-performing material. In addition, among the 2D MOFs and COFs, the ability to adsorb PFAS efficiently was attributed to their engineered porous frameworks. LDHs also have an effective surface for capturing PFAS in the waters because their positively charged metal hydroxide layers and PFAS are negatively charged. h-BN, which possesses a graphene-like layered architecture and provides remarkable chemical and thermal stability. Phosphorene, although less studied, exhibits a highly reactive surface owing to its high electron density, suggesting significant potential for adsorption applications.</p></div>","PeriodicalId":545,"journal":{"name":"Environmental Science and Pollution Research","volume":"33 30","pages":"15253 - 15284"},"PeriodicalIF":5.8,"publicationDate":"2026-09-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149001055","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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}
{"title":"Fabrication of expanded graphite–embedded biopolymer-based composite membrane for chromate ion removal from aqueous solutions","authors":"Sruthi John, Jitha Kunhikrishnan Maniath","doi":"10.1007/s11356-026-38226-5","DOIUrl":"10.1007/s11356-026-38226-5","url":null,"abstract":"<div><p>Chromate ion is considered as a potential pollutant due to its carcinogenic, mutagenic, and teratogenic effects. A newly fabricated chitosan-based composite membrane with expanded graphite shows effective and fast (within 40 min) adsorption of the chromate ion from aqueous solution. The percentage of removal of this membrane is about 91.68 ± 2%. Regeneration of the membrane is possible within 15 min, after which the removal efficiency of the membrane increases to 94.52 ± 1% and shows 89.62% removal up to seven cycles. Adsorption analyses were conducted by using UV spectroscopy. Removal of the chromate from aqueous solution was optimised for various parameters. Thermodynamic parameters of the adsorption indicate spontaneity, feasibility, and the exothermic nature of the adsorption. The value of ∆<i>G</i>° is between 0 and −20 kJ/mol, indicating that the adsorption is predominantly physical nature. Chromate ion adsorption on the membrane was best described by D-R model (<i>R</i><sup>2</sup> = 0.998). Membrane characterisations were done by I.R. spectroscopy, XRD, SEM, Raman spectroscopy, and TGA. Compared with conventional adsorbents such as activated carbon and ion-exchange resins, our newly fabricated membrane combines adsorption and filtration in a single system. The newly fabricated membrane is composed of environment friendly polymers and inexpensive expanded graphite, which can be regenerated rapidly, making it a promising and sustainable alternative for chromate removal from aqueous solutions.</p><h3>Graphical Abstract</h3>\u0000<div><figure><div><div><picture><source><img></source></picture></div></div></figure></div></div>","PeriodicalId":545,"journal":{"name":"Environmental Science and Pollution Research","volume":"33 30","pages":"15743 - 15757"},"PeriodicalIF":5.8,"publicationDate":"2026-09-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149001097","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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}
{"title":"Environmental and human health hazard of textile synthetic dyes and some solutions for their elimination","authors":"Michaela Dina Stanescu","doi":"10.1007/s11356-026-38198-6","DOIUrl":"10.1007/s11356-026-38198-6","url":null,"abstract":"<div><p>Along its history, the textile industry has been known for the high pollution generated. Starting with the fiber production, it continues during the textile materials fabrication and finishing operations. The dyeing process is one of the most polluting steps, with textile synthetic dyes playing an important role due to their stability and difficult degradation which sometimes leads to more toxic compounds. This review paper presents the state of art concerning textile dyes and their toxicity caused by their chemical structures and the tinctorial properties. It presents the results regarding dye toxicity based on papers published mostly in the last 5 years. The influence of textile dyes on the environment (air, water, soil) and ecological systems, as well as the human health hazard, described in recent literature, is discussed. Some tests for measuring the toxicity are also presented. Solutions for textile dye degradation to mineralization are compared. The urgent need to find the best solution for solving the problem of textile dye risk concerning the environment and human health is underlined.</p></div>","PeriodicalId":545,"journal":{"name":"Environmental Science and Pollution Research","volume":"33 30","pages":"15229 - 15252"},"PeriodicalIF":5.8,"publicationDate":"2026-09-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149001086","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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}
Iyman Abrar, Rajamohan Natarajan, Mohammad Rehan, Luca Fiori, Inkollu Sreedhar
{"title":"Advances in renewable and sustainable energy technologies","authors":"Iyman Abrar, Rajamohan Natarajan, Mohammad Rehan, Luca Fiori, Inkollu Sreedhar","doi":"10.1007/s11356-026-38230-9","DOIUrl":"10.1007/s11356-026-38230-9","url":null,"abstract":"","PeriodicalId":545,"journal":{"name":"Environmental Science and Pollution Research","volume":"33 29","pages":"14867 - 14869"},"PeriodicalIF":5.8,"publicationDate":"2026-09-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149001065","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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}
{"title":"Effect of copper slag as fine aggregate on the fresh properties of 3D printable concrete.","authors":"Atchaya Sowmiyan, Parukutty Sanker Ambily, Senthil Kumar Kaliyavaradhan, Vinothkumar Ayyanarsamy, Deepadharshan Shekar","doi":"10.1007/s11356-026-38239-0","DOIUrl":"https://doi.org/10.1007/s11356-026-38239-0","url":null,"abstract":"<p><p>This research explores the potential of using copper slag as a substitute for river sand in 3D printable concrete (3DPC), aiming to enhance sustainability in construction. The research evaluates three different concrete mixes: a reference mix with river sand (RS-BM) and two mixes with full replacement of copper slag by volume (CS-VR) and by weight (CS-WR). The key aspects analyzed include fresh properties such as rheology, flowability, extrudability, open time, and buildability. The results show that CS-VR mixes maintain desirable flow and slump characteristics, with consistent printability and stability similar to those of RS-BM. The CS-VR exhibited the longest open time and superior buildability, with minimal shape deformation. The rheological analyses reveal that the Modified Bingham model best represents the dynamic yield stress (DYS) for the mixes. The CS-WR consistently shows the highest DYS values, indicating robust printability and structural integrity. The viscosity analysis across shear rates illustrates shear-thinning behavior in all mixes, with RS-BM exhibiting higher initial viscosity compared to CS-VR and CS-WR. This study concludes that copper slag-based mixes (CS-VR and CS-WR) offer potential benefits over 3D printable river sand mixes in terms of material performance and environmental impact.</p>","PeriodicalId":545,"journal":{"name":"Environmental Science and Pollution Research","volume":" ","pages":""},"PeriodicalIF":5.8,"publicationDate":"2026-09-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148987631","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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}