Pub Date : 2025-12-02DOI: 10.1007/s11356-025-37249-8
Hadi Ardiny, AmirMohammad Beigzadeh
Orphan radioactive sources pose a significant environmental and human health threat. This study presents a novel, scalable detection system for localizing and identifying these sources within large areas. Our system integrates a network of radiation detectors with surveillance cameras, employing data fusion algorithms to analyze both radiological and visual data. This multi-sensor approach enables accurate estimation of radionuclide types and the assessment of associated radiological risks. Real-world experiments demonstrate the system’s effectiveness in enhancing the efficiency and accuracy of orphan radioactive source detection, contributing to improved environmental monitoring and the mitigation of potential radiological contamination risks.
{"title":"Mitigating environmental risks from orphan radioactive sources in large areas: a multi-sensor fusion approach for enhanced localization and identification","authors":"Hadi Ardiny, AmirMohammad Beigzadeh","doi":"10.1007/s11356-025-37249-8","DOIUrl":"10.1007/s11356-025-37249-8","url":null,"abstract":"<div><p>Orphan radioactive sources pose a significant environmental and human health threat. This study presents a novel, scalable detection system for localizing and identifying these sources within large areas. Our system integrates a network of radiation detectors with surveillance cameras, employing data fusion algorithms to analyze both radiological and visual data. This multi-sensor approach enables accurate estimation of radionuclide types and the assessment of associated radiological risks. Real-world experiments demonstrate the system’s effectiveness in enhancing the efficiency and accuracy of orphan radioactive source detection, contributing to improved environmental monitoring and the mitigation of potential radiological contamination risks.</p></div>","PeriodicalId":545,"journal":{"name":"Environmental Science and Pollution Research","volume":"32 51","pages":"29165 - 29176"},"PeriodicalIF":5.8,"publicationDate":"2025-12-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145652888","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}
Landfill fires represent a major cause of environmental degradation and pose substantial health risks for the populations residing near the affected sites. This study investigates the characteristics of landfill fire at the Brahmapuram Municipal Solid Waste Treatment Plant (BMSWTP) in Kochi (March 2023) and the role of prevailing meteorology in mitigating its impact. The fire incidents occurred in two phases: the first phase from 04th to 13th March and the second phase from 19th to 28th March. Analysis indicates that the fire event caused a significant rise in pollution intensity during the first phase, with the increase of PM₂.₅ levels by 152%, PM₁₀ by 175%, and NO₂ and SO₂ by an alarming 440% and 420% compared to normal conditions. During the first phase, pollutants were dispersed towards the coastal ocean by the prevailing easterly wind, mitigating the impact of emissions. Further, the air quality improved by the middle of the month due to the considerable rainfall over the region that helped scavenge the pollutants. Results show that the maximum concentrations of PM₂.₅ and PM₁₀ observed during the early morning hours are attributed to a shallower boundary layer and weak convective potential, resulting in increased atmospheric stability and trapping of pollutants. We document that the pollution from the landfill fire may have affected marine productivity in the southeastern Arabian Sea, as evidenced by the anomalous increase in chlorophyll-a concentrations, without the influence of the oceanic upwelling. The second phase of the landfill fire was characterised by westerly winds, which resulted in the dispersion of pollutants towards inland areas.
{"title":"Critical role of meteorology in mitigating the impact of pollutants from landfill fire at the Brahmapuram Municipal Solid Waste Treatment Plant, Kochi, India","authors":"Avaronthan Veettil Sreenath, Das Mahapatra Pritam, Sukumarapillai Abhilash, Cheriyamparambil Subash Abhiram Nirmal, Padmakumari Gopinathan Vinod, Mangattayil Devaprasad, Madhavan Anand, Mohan Mahesh, Kalathilparampil Rajappan Baiju, Dayanandan Baiju, Sulaiman Al-Harrasi Ahmed","doi":"10.1007/s11356-025-37250-1","DOIUrl":"10.1007/s11356-025-37250-1","url":null,"abstract":"<div><p>Landfill fires represent a major cause of environmental degradation and pose substantial health risks for the populations residing near the affected sites. This study investigates the characteristics of landfill fire at the Brahmapuram Municipal Solid Waste Treatment Plant (BMSWTP) in Kochi (March 2023) and the role of prevailing meteorology in mitigating its impact. The fire incidents occurred in two phases: the first phase from 04<sup>th</sup> to 13<sup>th</sup> March and the second phase from 19<sup>th</sup> to 28<sup>th</sup> March. Analysis indicates that the fire event caused a significant rise in pollution intensity during the first phase, with the increase of PM₂.₅ levels by 152%, PM₁₀ by 175%, and NO₂ and SO₂ by an alarming 440% and 420% compared to normal conditions. During the first phase, pollutants were dispersed towards the coastal ocean by the prevailing easterly wind, mitigating the impact of emissions. Further, the air quality improved by the middle of the month due to the considerable rainfall over the region that helped scavenge the pollutants. Results show that the maximum concentrations of PM₂.₅ and PM₁₀ observed during the early morning hours are attributed to a shallower boundary layer and weak convective potential, resulting in increased atmospheric stability and trapping of pollutants. We document that the pollution from the landfill fire may have affected marine productivity in the southeastern Arabian Sea, as evidenced by the anomalous increase in chlorophyll-a concentrations, without the influence of the oceanic upwelling. The second phase of the landfill fire was characterised by westerly winds, which resulted in the dispersion of pollutants towards inland areas.</p></div>","PeriodicalId":545,"journal":{"name":"Environmental Science and Pollution Research","volume":"32 51","pages":"29132 - 29145"},"PeriodicalIF":5.8,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145646878","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}
Pub Date : 2025-12-01DOI: 10.1007/s11356-025-37219-0
Konstantinos Kakavas, Ioannis Faraslis, Raed Awad, Angeliki Katsafadou, Sofia Mirmigkou, Efthimios Providas, Georgios Giovanoulis
Extreme flood events increasingly threaten water quality in agriculturally intensive regions, particularly under accelerating climate change. In September 2023, the Pineios river basin in Thessaly, Greece, the country’s most productive agricultural region, experienced catastrophic flooding caused by Storm Daniel and subsequently Storm Elias. This study investigates the occurrence, distribution, and temporal variation of phthalate esters, alternative plasticizers, per- and polyfluoroalkyl substances (PFAS), and fecal indicator bacteria in surface waters before and after these extreme weather events. A total of 24 sampling locations were monitored across the river basin. Water samples were analyzed using validated targeted screening methods based on gas or liquid chromatography tandem mass spectrometry (GC- or LC-MS/MS), while microbial contamination was assessed using International Organization for Standardization (ISO) compliant culture–based techniques. Results revealed widespread contamination by both legacy phthalates, particularly di(2-ethylhexyl) phthalate (DEHP, median concentrations up to 0.36 µg/L), di-n-butyl phthalate (DnBP, 1.9 µg/L) and dimethyl phthalate (DMP, 3.5 µg/L), and emerging alternative plasticizers, such as di(2-ethylhexyl) terephthalate (DEHT, 0.15 µg/L), which was the most abundant of the emerging compounds. Statistically significant post-flood increases (p < 0.05) were observed at several estuarine sites, with total median plasticizer concentrations reaching up to 5.4 µg/L. Among 63 monitored PFAS, 13 compounds were consistently detected across all samples. These included perfluorooctanoic acid (PFOA, median up to 0.47 ng/L), perfluorooctanesulfonic acid (PFOS, 0.2 ng/L), and 6:2 fluorotelomersulfonic acid (6:2 FTS, 1.7 ng/L). Concentrations for PFAS regulated groups, namely PFAS-4 and PFAS-24, frequently approached or exceeded proposed EU water quality thresholds. Fecal indicator bacteria, including Escherichia coli and Enterococcus spp., frequently exceeded the EU bathing water standards, particularly near wastewater discharge points and areas affected by agricultural flooding. Peaks in contamination were linked to carcass decomposition, damage to wastewater treatment infrastructure, and surface runoff following the flood events. These findings highlight the vulnerability of Mediterranean river basins to complex pollutant mixtures following extreme weather phenomena. The study provides novel regional data and emphasizes the urgent need for integrated environmental monitoring aligned with One Health principles to inform future regulation and management of emerging contaminants in flood-prone areas.