{"title":"Quantifying anthropogenic microparticle contamination in cave sediments: spatial heterogeneity matters","authors":"Manuela Piccardo , Raffaele Bruschi , Tecla Bentivoglio , Serena Anselmi , Monia Renzi , Lucia Gardossi , Stanislao Bevilacqua","doi":"10.1016/j.envpol.2025.127208","DOIUrl":null,"url":null,"abstract":"<div><div>Anthropogenic microparticle pollution is a pervasive phenomenon affecting even remote environments, such as natural caves. Despite potential impacts on these fragile and valuable underground ecosystems, data on microparticle concentration in natural caves still remain sparse and often based on limited sampling and insufficient spatial replication. In this study, a hierarchical sampling design including large (between caves, 1000 s m), medium (subareas within caves, 10 s m), local (stations within subareas, 100 s cm) and small (among replicates, 10 s cm) scale, was implemented to identify patterns of spatial variation in microparticle contamination of surface sediments from two caves in the Classical Karst (NE Italy). Suspected anthropogenic microparticles were detected in all samples, with an average concentration of 90.9 items kg<sup>−1</sup> dry weight, predominantly transparent particles (>34.9 %), often fibers <1 mm (49.9 − 58.1 %). Most of the items (94.5 %) were microplastics made of PP (45 %), PET (35 %), and PE (20 %), whereas the remaining microparticles consisted of non-plastic items, including unknown cellulose (5 %) and anthropogenic cellulose (0.5 %). The total number of microparticles, their type, and relative abundance significantly varied at the scale of subareas, while no significant variations were detected at the scale of stations and between caves. In all cases, subareas and replicates primarily contributed to the total variability (11 − 20 % and ≥80 %, respectively), highlighting small- and medium-scale heterogeneity as the most relevant sources of spatial variations of microparticle contamination. As a number of factors, from varying contamination sources to the geomorphological complexity of caves, may affect dispersal and accumulation of microparticles in environmental matrices, our findings stress the need for more structured sampling designs to quantify the intrinsic spatial variability of microparticles in order to obtain reliable estimates of contamination in cave environments.</div></div>","PeriodicalId":311,"journal":{"name":"Environmental Pollution","volume":"386 ","pages":"Article 127208"},"PeriodicalIF":7.3000,"publicationDate":"2025-10-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Environmental Pollution","FirstCategoryId":"93","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0269749125015829","RegionNum":2,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENVIRONMENTAL SCIENCES","Score":null,"Total":0}
引用次数: 0
Abstract
Anthropogenic microparticle pollution is a pervasive phenomenon affecting even remote environments, such as natural caves. Despite potential impacts on these fragile and valuable underground ecosystems, data on microparticle concentration in natural caves still remain sparse and often based on limited sampling and insufficient spatial replication. In this study, a hierarchical sampling design including large (between caves, 1000 s m), medium (subareas within caves, 10 s m), local (stations within subareas, 100 s cm) and small (among replicates, 10 s cm) scale, was implemented to identify patterns of spatial variation in microparticle contamination of surface sediments from two caves in the Classical Karst (NE Italy). Suspected anthropogenic microparticles were detected in all samples, with an average concentration of 90.9 items kg−1 dry weight, predominantly transparent particles (>34.9 %), often fibers <1 mm (49.9 − 58.1 %). Most of the items (94.5 %) were microplastics made of PP (45 %), PET (35 %), and PE (20 %), whereas the remaining microparticles consisted of non-plastic items, including unknown cellulose (5 %) and anthropogenic cellulose (0.5 %). The total number of microparticles, their type, and relative abundance significantly varied at the scale of subareas, while no significant variations were detected at the scale of stations and between caves. In all cases, subareas and replicates primarily contributed to the total variability (11 − 20 % and ≥80 %, respectively), highlighting small- and medium-scale heterogeneity as the most relevant sources of spatial variations of microparticle contamination. As a number of factors, from varying contamination sources to the geomorphological complexity of caves, may affect dispersal and accumulation of microparticles in environmental matrices, our findings stress the need for more structured sampling designs to quantify the intrinsic spatial variability of microparticles in order to obtain reliable estimates of contamination in cave environments.
期刊介绍:
Environmental Pollution is an international peer-reviewed journal that publishes high-quality research papers and review articles covering all aspects of environmental pollution and its impacts on ecosystems and human health.
Subject areas include, but are not limited to:
• Sources and occurrences of pollutants that are clearly defined and measured in environmental compartments, food and food-related items, and human bodies;
• Interlinks between contaminant exposure and biological, ecological, and human health effects, including those of climate change;
• Contaminants of emerging concerns (including but not limited to antibiotic resistant microorganisms or genes, microplastics/nanoplastics, electronic wastes, light, and noise) and/or their biological, ecological, or human health effects;
• Laboratory and field studies on the remediation/mitigation of environmental pollution via new techniques and with clear links to biological, ecological, or human health effects;
• Modeling of pollution processes, patterns, or trends that is of clear environmental and/or human health interest;
• New techniques that measure and examine environmental occurrences, transport, behavior, and effects of pollutants within the environment or the laboratory, provided that they can be clearly used to address problems within regional or global environmental compartments.