{"title":"Retraction notice to \"Traditionally used medicinal plants mediate the biosynthesis of silver nanoparticles: Methodological, larvicidal, and ecotoxicological approach\" [Sci. Total Environ. 873 (2023) 162402].","authors":"Chinnaperumal Kamaraj, Sugumar Vimal, Chinnasamy Ragavendran, Arumugam Priyadharsan, K Marimuthu, Guilherme Malafaia","doi":"10.1016/j.scitotenv.2024.177709","DOIUrl":"10.1016/j.scitotenv.2024.177709","url":null,"abstract":"","PeriodicalId":422,"journal":{"name":"Science of the Total Environment","volume":" ","pages":"177709"},"PeriodicalIF":8.2,"publicationDate":"2024-12-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142749692","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"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":"Retraction notice to \"Microplastic occurrence in commercial crab (Portunus segnis) from the western coast of India and pollution indices: First investigation and evidence\" [Sci. Total Environ. 905 (2023) 167500].","authors":"Vasantkumar Rabari, Md Refat Jahan Rakib, Jigneshkumar Trivedi, Abubakr M Idris, Guilherme Malafaia","doi":"10.1016/j.scitotenv.2024.177729","DOIUrl":"10.1016/j.scitotenv.2024.177729","url":null,"abstract":"","PeriodicalId":422,"journal":{"name":"Science of the Total Environment","volume":" ","pages":"177729"},"PeriodicalIF":8.2,"publicationDate":"2024-12-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142754589","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"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}
Haizhi Luo, Yiwen Zhang, Zhengguang Liu, Zhechen Yu, Xia Song, Xiangzhao Meng, Xiaohu Yang, Lu Sun
{"title":"Deciphering the point source carbon footprint puzzle: Land use dynamics and socio-economic drivers.","authors":"Haizhi Luo, Yiwen Zhang, Zhengguang Liu, Zhechen Yu, Xia Song, Xiangzhao Meng, Xiaohu Yang, Lu Sun","doi":"10.1016/j.scitotenv.2024.176500","DOIUrl":"10.1016/j.scitotenv.2024.176500","url":null,"abstract":"<p><p>Point source carbon emissions account for approximately 80 % of total emissions. Investigating the influence of land use and socio-economic indicators on these emissions is crucial for achieving sustainable development goals. Existing research faces challenges such as focusing on specific regions, mixing variables that may exhibit multicollinearity, and lacking sufficient land use information. This study takes China, the largest emitting country, as a case study, utilizing geospatial big data to subdivide land use into 11 categories based on emission sectors. The impacts of land use and socio-economic indicators on different emission sectors are discussed from the perspectives of bivariate and spatial statistical analysis, with spatial hotspots identified. Hierarchical regression is used to evaluate the explanatory power of the indicators and to establish models, and potential carbon reduction strategies are further explored. Key findings reveal: (1) Significant multicollinearity between land use and socio-economic indicators was demonstrated, with land use explaining 57.1 % of emissions compared to 37.4 % explained by socio-economic indicators. The spatial consistency between land use and emissions exceeds 80 %, and the spatiotemporal variability is relatively low, making land use a more advantageous factor in explaining point source carbon emissions. (2) Agricultural mechanization increases emission intensity, but this efficient farming method helps convert surplus plowland, the largest influencing factor (Coefficient = 0.717), into carbon sinks, thereby controlling agricultural emissions. (3) Land intensification helps control the area of industrial land, the main factor influencing industrial emissions (Coefficient = 0.392). It also contributes to the efficient use of carbon reduction technologies and industrial supporting land. (4) Mixed commercial and residential land has the greatest impact on commercial, service, and household emissions. However, its relationship with the economy (Correlation = 0.479) is stronger than its relationship with emissions (Correlation = 0.182), making it more applicable to cities that serve as economic growth hubs.</p>","PeriodicalId":422,"journal":{"name":"Science of the Total Environment","volume":" ","pages":"176500"},"PeriodicalIF":8.2,"publicationDate":"2024-12-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142338580","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"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}
Lei Liu, Jiacheng Lan, Kun Ren, Mingzhi Huang, Ruitao Mao, Xianwen Zhang, Kunqian Yue
{"title":"Enhanced carbonate weathering and CO<sub>2</sub> release in a typical karst watershed (Southwest China): Evidence from hydrochemical and multi-isotopic data.","authors":"Lei Liu, Jiacheng Lan, Kun Ren, Mingzhi Huang, Ruitao Mao, Xianwen Zhang, Kunqian Yue","doi":"10.1016/j.scitotenv.2024.177372","DOIUrl":"10.1016/j.scitotenv.2024.177372","url":null,"abstract":"<p><p>Carbon sinks formed by carbonate weathering are a major component of the carbon sink deficit and play a significant role in the carbon cycle. However, exogenous acids (HNO<sub>3</sub> and H<sub>2</sub>SO<sub>4</sub>) are also involved in carbonate weathering, complicating the overestimation of the formation of carbon sinks and fluxes. In this study, we analyzed the Hongjiadu karst underground river basin in Guizhou using isotopes (δ<sup>13</sup>C-DIC, δ<sup>34</sup>S-SO<sub>4</sub>, δ<sup>18</sup>O-SO<sub>4</sub>, δ<sup>18</sup>O-H<sub>2</sub>O, and δ<sup>2</sup>H-H<sub>2</sub>O) and hydrochemical methods to investigate carbon cycling characteristics and its influencing factors, and quantitatively evaluate the effects of HNO<sub>3</sub> + H<sub>2</sub>SO<sub>4</sub> on CO<sub>2</sub> sink fluxes in the basin. The following results were obtained: (1) The nitrate in the watershed mainly comes from fertilizers, and the sulfate mainly comes from local coal seams. (2) The relationship between isotopes (δ<sup>13</sup>C-DIC, δ<sup>34</sup>S-SO<sub>4</sub>, δ<sup>18</sup>O-SO<sub>4</sub>, δ<sup>18</sup>O-H<sub>2</sub>O, and δ<sup>2</sup>H-H<sub>2</sub>O) and hydrochemicals (Ca<sup>2+</sup>, Mg<sup>2+</sup>, NO<sub>3</sub><sup>-</sup>, HCO<sub>3</sub><sup>-</sup>, and SO<sub>4</sub><sup>2-</sup>) indicates that H<sub>2</sub>CO<sub>3</sub>, HNO<sub>3</sub>, and H<sub>2</sub>SO<sub>4</sub> are involved in carbonate rock dissolution. Most of the samples in the watershed, particularly the acid mine drainage water, were affected by acid rain and sulfide oxidation, resulting in increased δ<sup>13</sup>C-DIC values. Another portion of the springs was affected by soil CO<sub>2</sub>, resulting in decreased δ<sup>13</sup>C-DIC values. (3) Quantitative calculations showed that exogenous acids enhanced the weathering rate of carbonate rocks in groundwater by 67.24 % (dry season) and 76.31 % (wet season) while decreasing the carbon sink flux in groundwater by 55.31 % (dry season) and 66.64 % (wet season). Rainfall enhances the weathering of carbonate rocks. In the process, CO<sub>2</sub> is released, increasing the carbon source. Our study highlights the influence of anthropogenic, natural, and hydrological changes on karst carbon sinks in mixed-pollution karst basins. This information is important for future studies on the carbonate weathering processes in karst regions.</p>","PeriodicalId":422,"journal":{"name":"Science of the Total Environment","volume":" ","pages":"177372"},"PeriodicalIF":8.2,"publicationDate":"2024-12-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142611085","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"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":"Metal heteroatoms significantly enhance efficacy of TiO<sub>2</sub> nanomaterials in promoting hydrolysis of organophosphates: Implications for mitigating pollution of plastic additives.","authors":"Xule Pei, Weichao Wang, Zaihao Chen, Keman Liu, Zongsheng Liang, Chuanjia Jiang, Tong Zhang, Wei Chen","doi":"10.1016/j.scitotenv.2024.177548","DOIUrl":"10.1016/j.scitotenv.2024.177548","url":null,"abstract":"<p><p>Organophosphate esters (OPEs) are prevalent pollutants in the aquatic environment. OPEs are released from many sources, particularly, from the breakdown and weathering of plastic wastes, as OPEs are commonly used plastic additives. Metal oxide mineral nanoparticles play critical roles in the hydrolytic transformation of OPEs. While natural minerals often contain metal impurities, it is unclear how metal heteroatoms affect the efficiency of mineral nanoparticles in mediating hydrolysis reactions. Herein, we show that transition metal-doped anatase titanium dioxide (TiO<sub>2</sub>) nanomaterials are more effective in catalyzing the hydrolysis of 4-nitrophenyl phosphate (pNPP), a model OPE compound, with the relative effects of the heteroatoms following the order of Fe > Cr > Mn ≈ Ni > Co > Cu. With multiple lines of evidence based on spectroscopic analysis, kinetics modeling, and theoretical calculations, we show that metal doping increases the Lewis acidity of the TiO<sub>2</sub> nanomaterials by increasing the oxidation state of surface Ti atoms, inducing oxygen vacancies, and creating additional Lewis acid sites with stronger acidities. Moreover, the increased amounts of surface hydroxyl groups due to metal doping enhance inner-sphere complexation of pNPP through ligand exchange. The interesting observation that Fe-doped TiO<sub>2</sub> exhibited the highest catalytic efficiency may have important implications for reducing the risks of organophosphate plastic additives, as iron is the most common heteroatom of naturally occurring TiO<sub>2</sub> (nano)materials.</p>","PeriodicalId":422,"journal":{"name":"Science of the Total Environment","volume":" ","pages":"177548"},"PeriodicalIF":8.2,"publicationDate":"2024-12-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142611321","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"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":"Refined source apportionment of nitrate aerosols based on isotopes and emission inventories in coastal city of northern China.","authors":"Yuanzhe Ni, Li Luo, Shuhan Liu, Jianbin Huang, Yuxiao Li, Jianhua Qi","doi":"10.1016/j.scitotenv.2024.177388","DOIUrl":"10.1016/j.scitotenv.2024.177388","url":null,"abstract":"<p><p>The increasing mass percentage of nitrate (NO<sub>3</sub><sup>-</sup>) in PM<sub>2.5</sub> in North China Plain (NCP) from 2013 (20.5 %) to 2019 (28.7 %) indicates that NO<sub>3</sub><sup>-</sup> became the most prominent composition of atmospheric aerosols. However, accurately quantifying the sources of NO<sub>3</sub><sup>-</sup> in aerosols remained questionable. In this study, we coupled dual isotopic composition of NO<sub>3</sub><sup>-</sup> with multiple emission inventories during winter 2018 and summer 2019 to accurately identify the sources of NO<sub>3</sub><sup>-</sup>. Source apportionment revealed that mobile sources (including road traffic and shipping) contributed 36.7 % to NO<sub>3</sub><sup>-</sup>, followed by coal combustion (18.6 %), lightning (10.1 %), biomass burning (9.8 %), industry oil (8.8 %), natural gas (8.6 %), and soil (7.4 %) during summer. In winter, the contributions to NO<sub>3</sub><sup>-</sup> shifted to mobile sources (39.6 %), coal combustion (32.3 %), biomass burning (12.0 %), natural gas (8.1 %), and industry oil (8.0 %). The contribution of major sources was consistent with regional emissions inventories, supporting us in further analyzing the contribution of regional emission. Marine air-mass contributed 33.7 ± 19.6 % of NO<sub>3</sub><sup>-</sup> during summer. In winter, in addition to local emissions, regional transport from the Shandong area (outside Qingdao) and Beijing-Tianjin-Hebei (BTH) regions was particularly significant (62.2 ± 12.5 %). This study for the first time established a refined methodology for quantifying the contribution of emission sources and regional transport, providing basis for precise and effective control of the sustained increase of proportion of atmospheric NO<sub>3</sub><sup>-</sup>.</p>","PeriodicalId":422,"journal":{"name":"Science of the Total Environment","volume":" ","pages":"177388"},"PeriodicalIF":8.2,"publicationDate":"2024-12-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142611495","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"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":"Corrigendum to \"A widely employed water supply catchment model and other empirical insights suggest that logging may contribute to lower water yields\" [Sci. Total Environ. 955 (2024) 177218].","authors":"Chris Taylor, Heather Keith, David Lindenmayer","doi":"10.1016/j.scitotenv.2024.177466","DOIUrl":"10.1016/j.scitotenv.2024.177466","url":null,"abstract":"","PeriodicalId":422,"journal":{"name":"Science of the Total Environment","volume":" ","pages":"177466"},"PeriodicalIF":8.2,"publicationDate":"2024-12-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142611602","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"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}
Zeus Freixinos, Paloma Alcorlo, Rosa Gómez, Jesús Miñano, Judit Boadella, María Mar Sánchez-Montoya
{"title":"Drying modulates cross-habitat subsidies and meta-ecosystem food webs in temporary saline inland waters.","authors":"Zeus Freixinos, Paloma Alcorlo, Rosa Gómez, Jesús Miñano, Judit Boadella, María Mar Sánchez-Montoya","doi":"10.1016/j.scitotenv.2024.177516","DOIUrl":"10.1016/j.scitotenv.2024.177516","url":null,"abstract":"<p><p>The connections between aquatic and adjacent terrestrial ecosystem in inland water through cross-habitat subsidies are increasingly recognized. However, we still have a limited understanding on how temporal variations of environmental factors (e.g., hydrological conditions) affect these flows. To address this gap, we investigated the effects drying has on cross-habitat subsidy flows and meta-ecosystem food webs by integrating both aquatic and terrestrial communities across the different hydrological phases (wet, contraction, and dry) in temporary saline lotic and lentic ecosystems. We analyzed the δ<sup>15</sup>N and δ<sup>13</sup>C signatures of aquatic and terrestrial basal subsidies, aquatic and terrestrial invertebrates, distinguishing between aquatic, riparian, shoreline and dry bed habitats. In the two temporary inland waters studied, drying of aquatic habitat and the subsequent expansion of the terrestrial habitat, significantly influenced cross-habitat subsidies and the meta-ecosystem food webs. In the wet and contraction phases, we found that the importance of aquatic subsidies in terrestrial food webs was constrained to terrestrial invertebrates near the aquatic habitat. Also, the contraction phase led to higher consumption of aquatic subsidies by aquatic and shoreline invertebrates, through a higher predation between aquatic invertebrates, and an enhanced accessibility of terrestrial invertebrates to aquatic subsidies. Whereas, riparian invertebrates showed prevalence for terrestrial subsidies throughout drying. Biofilm emerged as an important subsidy for both riparian and shoreline terrestrial invertebrates in the dry phase. In addition, the complexity of meta-ecosystem food web increased during drying, led by invertebrate diversity, omnivory and the type of temporary inland water. Our findings emphasize the significant impact drying has on cross-habitat subsidies and meta-ecosystem food webs, and the importance of integrating both aquatic and terrestrial communities in food web studies in temporary inland waters. This calls for further research to better understand the dynamics of temporary water ecosystems in the face of global change.</p>","PeriodicalId":422,"journal":{"name":"Science of the Total Environment","volume":" ","pages":"177516"},"PeriodicalIF":8.2,"publicationDate":"2024-12-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142611633","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"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}
Jun Feng, Min Jia, Yuan Zhuang, Zhen Xu, Yong Chen, Jiayi Fei, Jiahui Xia, Liang Hong, Jing Zhang, Huanyu Wu, Xin Chen, Min Chen
{"title":"Prevalence, transmission and genomic epidemiology of mcr-1-positive colistin-resistant Escherichia coli strains isolated from international airplane waste, local resident fecal and wastewater treatment plants.","authors":"Jun Feng, Min Jia, Yuan Zhuang, Zhen Xu, Yong Chen, Jiayi Fei, Jiahui Xia, Liang Hong, Jing Zhang, Huanyu Wu, Xin Chen, Min Chen","doi":"10.1016/j.scitotenv.2024.177556","DOIUrl":"10.1016/j.scitotenv.2024.177556","url":null,"abstract":"<p><p>The emergence and dissemination of mcr-1-positive Escherichia coli (MCRPEC) represent a critical public health threat. Here, we conducted a prospective analysis of MCRPEC isolates from wastewater treatment plants (WWTPs), local residents' fecal (LRF), and international airplane waste (IAW) to investigate their genetic characteristics and transmission patterns circulating in human-environment domains. The MCRPEC prevalence was 2.43 % in WWTPs, 1.37 % in IAW and 0.69 % in LRF. MCRPEC showed substantial genetic diversity, encompassing 61 sequence types (primarily ST1011, ST101, and ST2705), 7 plasmid types (primarily IncI2), 8 phylogroups (primarily A and B1), 9 mcr-1-flanked lineages (primarily L5), 6 clusters (primarily C2 and C4), diverse serotypes, and 61.95 % transposon-containing strains. The mcr-1 gene co-existed with 46 antibiotic resistance genes (ARGs) and 19 virulence factor genes (VFGs). Notably, 6 IncI2 plasmids carried the bla<sub>CTX-M</sub>, IS1380, and mcr-1 genes. MCRPEC from WWTPs harbored a greater number of ARGs (56.95 ± 5.99) but fewer VFGs (15.03 ± 6.40) compared to those from human-associated sources (LRF and IAW). ST1011, ST2705, IncHI2, and L7 were prevalent in WWTP-derived MCRPEC, whereas IncX4 and L3 were more common in human-derived MCRPEC. Genetic features such as ST101, ST48, IncI2, L4, L5, C2, and C4 were simultaneously present in strains from LRF, IAW, and WWTPs. Core genetic analyses also showed genetically similar MCRPEC strains across various geographic locations. The findings underscore the extensive dissemination, strong environmental adaptation, and clonal transmission of MCRPEC across diverse reservoirs, reinforcing the urgent need for coordinated multisectoral surveillance of human and environment interfaces to effectively mitigate further transmission.</p>","PeriodicalId":422,"journal":{"name":"Science of the Total Environment","volume":" ","pages":"177556"},"PeriodicalIF":8.2,"publicationDate":"2024-12-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142638239","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"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}
Mehrdad Ghorbani Mooselu, Mohammad Reza Nikoo, Helge Liltved, Marianne Simonsen Bjørkenes, Abdelrazek Elnashar, Shahab Aldin Shojaeezadeh, Tobias Karl David Weber
{"title":"Assessing road construction effects on turbidity in adjacent water bodies using Sentinel-1 and Sentinel-2.","authors":"Mehrdad Ghorbani Mooselu, Mohammad Reza Nikoo, Helge Liltved, Marianne Simonsen Bjørkenes, Abdelrazek Elnashar, Shahab Aldin Shojaeezadeh, Tobias Karl David Weber","doi":"10.1016/j.scitotenv.2024.177554","DOIUrl":"10.1016/j.scitotenv.2024.177554","url":null,"abstract":"<p><p>Road construction significantly affects water resources by introducing contaminants, fragmenting habitats, and degrading water quality. This study examines the use of Remote Sensing (RS) data of Sentinel-1 (S1) and Senitnel-2 (S2) in Google Earth Engine (GEE) to do spatio-temporal analysis of turbidity in adjacent water bodies during the construction and operation of the E18 Arendal-Tvedestrand highway in southeastern Norway from 2017 to 2021. S1 radiometric data helped delineate water extents, while S2-Top of Atmosphere (TOA) multispectral data, corrected using the Modified Atmospheric correction for INland waters (MAIN), used to estimate turbidity levels. To ensure a comprehensive time series of RS data, we utilized S2-TOA data corrected with the MAIN algorithm rather than S2-Bottom Of Atmosphere (BOA) data. We validated the MAIN algorithm's accuracy against GLORIA (Global Observatory of Lake Responses to Interventions and Drivers) observations of surface water reflectance in lakes, globally. Subsequently, the corrected S2 data is used to calculate turbidity using the Novoa and Nechad retrieval algorithms and compared with GLORIA turbidity observations. Findings indicate that the MAIN algorithm adequately estimates water-leaving surface reflectance (Pearson correlation > 0.7 for wavelengths between 490 and 705 nm) and turbidity (Pearson correlation > 0.6 for both algorithms), determining Nechad as the more effective algorithm. In this regard, we used S2 corrected images with MIAN to estimate turbidity in the study area and evaluated with local gauge data and observational reports. Results indicate that the proposed framework effectively captures trends and patterns of turbidity variation in the study area. Findings verify that road construction can increase turbidity in adjacent water bodies and emphasis the employing RS data in cloud platforms like GEE can provide insights for effective long-term water quality management strategies during construction and operation phases.</p>","PeriodicalId":422,"journal":{"name":"Science of the Total Environment","volume":" ","pages":"177554"},"PeriodicalIF":8.2,"publicationDate":"2024-12-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142646489","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"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}