Yangtze River Basin

长江流域
  • 文章类型: Journal Article
    长江(以下简称YZR),中国最大的河流,对于确保水资源安全至关重要。长江流域(以下简称长江流域)是中国人口最稠密的地区之一,复杂的人类活动对水资源生态安全产生重大影响。因此,本文采用与生态种群演化相关的理论和驱动力-压力-状态-影响-响应(DPSIR)模型,构建了YRB水资源生态安全指标体系。报告对2010-2019年我国各省水资源生态安全状况进行了评价,明确了其水资源生态安全的发展趋势,提出了区域生态安全与经济协调发展的相应对策。根据生态种群演化竞争模型的结果,YRB水资源生态安全总体指标持续改善,安全水平逐年提高。保持YRB水资源的健全管理对于可持续的社会经济发展至关重要。为进一步促进YRB水资源生态安全和区域经济协调发展,本文提出了促进可持续发展项目持续推进等政策建议,积极调整产业结构,不断提高公众的环保意识,积极参与国际生态建设,寻求多部门合作。
    The Yangtze River (hereafter referred to as the YZR), the largest river in China, is of paramount importance for ensuring water resource security. The Yangtze River Basin (hereafter referred to as the YRB) is one of the most densely populated areas in China, and complex human activities have a significant impact on the ecological security of water resources. Therefore, this paper employs theories related to ecological population evolution and the Driving Force-Pressure-State-Impact-Response (DPSIR) model to construct an indicator system for the ecological security of water resources in the YRB. The report evaluates the ecological security status of water resources in each province of the YRB from 2010 to 2019, clarifies the development trend of its water resource ecological security, and proposes corresponding strategies for regional ecological security and coordinated economic development. According to the results of the ecological population evolution competition model, the overall indicator of the ecological security of water resources in the YRB continues to improve, with the safety level increasing annually. Maintaining sound management of water resources in the YRB is crucial for sustainable socioeconomic development. To further promote the ecological security of water resources in the YRB and the coordinated development of the regional economy, this paper proposes policy suggestions such as promoting the continuous advancement of sustainable development projects, actively adjusting industrial structure, continuously enhancing public environmental awareness, and actively participating in international ecological construction and seeking cooperation among multiple departments.
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  • 文章类型: Journal Article
    沉积物中细菌多样性及其分布特征对于理解和揭示沉积物中的生物地球化学循环至关重要。然而,关于沙质沉积物中生物地球化学过程与细菌群落的垂直空间分布之间的关系知之甚少。在这项研究中,我们用荧光定量PCR,高通量测序技术和统计分析,探讨长江流域沙质沉积物细菌群落多样性的垂直分布格局及其影响因素。旨在丰富对河流生态系统中细菌的生态特征和功能的认识。结果表明,沉积物细菌丰度和多样性在垂直分布上从表面到底部呈逐渐降低的趋势。影响细菌分布规律的主要环境因素是孔隙水溶解氧(DO),总氮(TN)浓度和沉积物氮(N)含量。优势细菌种类,Massilia和黄杆菌属,适合在高氧气和营养丰富的环境中生长和繁殖,而Limnobacter更喜欢低氧或厌氧条件。本研究发现河流沙质沉积物中细菌的垂直分布格局及其影响因素与泥质沉积物中的结果不同,这可能与沙质沉积物之间较大的颗粒间隙和较低的有机质含量有关。这项研究的结果进一步了解了河流沉积物中微生物群落的分布模式和生态偏好,提供这些社区如何适应不同的环境条件的见解。
    Bacterial diversity and its distribution characteristics in sediments are critical to understanding and revealing biogeochemical cycles in sediments. However, little is known about the relationship between biogeochemistry processes and vertical spatial distribution of bacterial communities in sandy sediments. In this study, we used fluorescence quantitative PCR, high-throughput sequencing technology and statistical analysis to explore the vertical distribution pattern of bacterial community diversity and its influencing factors in sandy sediments of the Yangtze River Basin. The aim is to enrich the understanding of the ecological characteristics and functions of bacteria in river ecosystems. The results showed that both sediment bacterial abundance and diversity showed a gradual decrease from surface to bottom in the vertical distribution. The main environmental factors that influenced the bacterial distribution pattern were pore water dissolved oxygen (DO), total nitrogen (TN) concentration and sediment nitrogen (N) content. The dominant bacterial species, Massilia and Flavobacterium, are suitable for growth and reproduction in high oxygen and nutrient-richer environments, while Limnobacter prefers low oxygen or anaerobic conditions. The vertical distribution pattern of bacteria and its influencing factors in river sandy sediment found in this study differ from the results in mud sediment, which may be related to the larger granular gap between sandy sediment and the lower content of organic matter. The findings of this study further our understanding of the distribution patterns and ecological preferences of microbial communities in river sediments, providing insights into how these communities may adapt to varying environmental conditions.
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  • 文章类型: English Abstract
    这项研究主要集中在长江流域地表水中镉的存在归因于水质标准和生态风险的区域差异。在初始阶段,镉的长期水质标准根据中国的“淡水水生生物水质标准-镉,“解释了长江流域地表水普遍存在的硬度分布。随后,考虑到长江流域内物种的具体特征,进行了更精细的修订。这项工作导致了对整个长江流域长期水质标准值分布和镉风险商分布的区域变化的全面解释。硬度和物种特定属性的结合导致了长江流域不同城市地区镉的长期水质标准的修订范围。值得注意的是,重新校准值范围从最低阈值为0.08μg·L-1到上限为0.75μg·L-1,标志着十倍的分化。相应地,与镉暴露相关的城市平均年风险商显示出0.035至1.12的变化,标志着最低值和最高值之间的显着32倍差异。必须强调最重要的区域,如连接长江流域中上游的汇合处和错综复杂的洞庭湖水系,表现出值得注意的生态风险归因于镉的存在。因此,为了全面了解相关风险,必须对这些关键地区进行进一步深入的调查。
    This study primarily focused on the regional disparities in both water quality criteria and ecological risks attributed to cadmium presence within the surface waters of the Yangtze River Basin. In the initial phase, the long-term water quality criteria for cadmium were recalibrated in accordance with the guidelines outlined in China\'s \"Water Quality Criteria for Freshwater Aquatic Organisms-Cadmium,\" accounting for the prevalent hardness distribution within the Yangtze River Basin\'s surface water. Subsequently, a more refined revision was undertaken considering the specific characteristics of the species residing within the Yangtze River Basin. This undertaking led to a comprehensive interpretation of the regional variations in both the distribution of long-term water quality criteria values and the risk quotient distribution of cadmium throughout the Yangtze River Basin. The incorporation of hardness and species-specific attributes resulted in a revised range of long-term water quality criteria for cadmium across different urban locales within the Yangtze River Basin. Notably, the recalibrated values ranged from 0.08 μg·L-1 as the lowest threshold to 0.75 μg·L-1 as the upper limit, signifying a tenfold differentiation. Correspondingly, the urban average annual risk quotient associated with cadmium exposure demonstrated a variation from 0.035 to 1.12, marking a significant 32-fold discrepancy between the lowest and highest values. It is essential to highlight that regions of paramount importance, such as the confluence area connecting the upper and middle stretches of the Yangtze River Basin and the intricate Dongting Lake system, exhibited noteworthy ecological risks attributed to cadmium presence. Consequently, further in-depth investigations into these critical regions are imperative for a comprehensive understanding of the associated risks.
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  • 文章类型: Journal Article
    长期的,地表水面积的高时空分辨率,水位,长江流域(YRB)的储量变化对改善水资源管理具有重要的科学和实践意义。这里,首先使用水分类增强方法得出三个不同的区域估计,基于随机森林的水自动提取方法,和修正后的归一化差异水指数。通过与具有最小均方根误差的Sentinel-2进行比较来确定优化的面积数据。以优化后的区域为原始数据,构建了新的区域数据,而其余的数据集则用来填补空白。海拔-面积关系用于得出月水位。通过应用来自地表水面积和水位数据的锥体截头公式来计算储水量的变化。最后,一个新的每月区域的综合数据集,level,从1990年到2021年,整个YRB的119个湖泊和75个水库的储量变化首次进行了重建,面积超过10平方公里。从1990年至2021年,以及在三峡大坝(TGD)建设之前(1990-2003年)和之后(2003-2021年),对YRB11个子盆地的湖泊和水库中地表水面积/水位/储量的时空趋势进行了量化。在1990-2021年期间,大部分YRB子盆地的地表水面积/水位/储量显着减少,其中包含79%的湖泊和30%的水库。TGD建成后,湖泊地表水减少了10%,而水库的建设与施工前保持一致。在建设TGD之前和之后,YRB下部子盆地的地表水面积/水位/储量呈下降趋势。本研究为了解水资源动态变化和气候变化提供了一个新的综合数据集。
    Long-term, high spatiotemporal resolution of surface water area, water level, and storage changes in the Yangtze River Basin (YRB) has great scientific and practical importance for improving the management of water resources. Here, three distinct area estimations were first derived using the water classification enhancement method, automated water extraction method based on random forest, and the modified normalized difference water index. The optimized area data was determined by comparing against Sentinel-2 with the minimum root mean square error. A new area data was constructed with the optimized area as the primary data, while the remaining datasets were employed to fill in gaps. The elevation-area relationship was used to derive monthly water level. Changes in water storage were calculated by applying the pyramidal frustum formula from surface water area and water level data. Finally, a new comprehensive dataset of the monthly area, level, and storage changes in the 119 lakes and 75 reservoirs across the YRB with area larger than 10 km2 from 1990 to 2021 were first reconstructed. The spatiotemporal trends of surface water area/level/storage in lakes and reservoirs over 11 sub-basins of the YRB were quantified from 1990 to 2021, as well as before (1990-2003) and after (2003-2021) the construction of the Three Gorges Dam (TGD). During 1990-2021, there was a marked decrease in surface water area/level/storage in most of the YRB sub-basins, which contain 79 % of the lakes and 30 % of the reservoirs. After TGD was constructed, the surface water in lakes decreased by 10 %, while that of reservoirs remained consistent with the pre-construction. The surface water area/level/storage in the lower sub-basins of YRB exhibited a decline to an upward trend before and after the construction of TGD. This study provides a new comprehensive dataset for understanding the dynamic changes of water resource and climate change.
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  • 文章类型: Journal Article
    减少土壤侵蚀对于实现人类社会与生态环境的和谐至关重要。耕地破碎化(CLF)直接或间接,改变土壤结构,降低了它的保水能力,并升级SE的风险。科学评估CLF对SE的影响可以为中国跨流域SE的控制提供新的见解。然而,很少有研究量化CLF对SE的影响。因此,我们利用2000年至2020年长江流域土地利用变化数据,使用Fragstats和InVEST模型测量CLF和SE水平。采用双变量空间自相关模型来揭示CLF和SE之间的空间关系。此外,我们构建了空间Durbin模型,并引入了地理和时间加权回归模型来分析CLF对SE的作用。长江流域中上游南岸表现出较高的CLF和SE。双变量空间自相关结果显示CLF和SE之间存在显著的正空间相关性。空间Durbin模型结果表明,CLF对SE具有空间溢出效应和时滞,CLF对SE的影响呈倒“N”型曲线。研究还证实,最后一个SE和邻近的SE区域影响了局部SE。目前,CLF对四川盆地的SE产生了负面影响,云贵高原,和长江中下游平原,在青海,湖南,和江西省。这些结果表明,政府应加强跨地区和跨部门的合作以及对耕地变化的监测,以有效地预防和控制SE。
    Reducing soil erosion (SE) is crucial for achieving harmony between human society and the ecological environment. The cultivated land fragmentation (CLF), directly or indirectly, alters soil structure, diminishes its water-holding capacity, and escalates the risk of SE. Scientific assessment of the effect of CLF on SE can provide new insights into controlling of SE across watersheds in China. However, few studies have quantified the effect of CLF on SE. Therefore, we utilized land use change data in the Yangtze River basin from 2000 to 2020, measuring the levels of CLF and SE using Fragstats and InVEST models. The bivariate spatial autocorrelation model was employed to reveal the spatial relationship between CLF and SE. Additionally, we constructed a spatial Durbin model and introduced the geographically and temporally weighted regression model to analyze the role of CLF on SE. The south bank of the upper and middle reaches of the Yangtze River basin exhibited high CLF and SE. The bivariate spatial autocorrelation results showed a significant positive spatial correlation between CLF and SE. The spatial Durbin model results showed that CLF had a spatial spillover effect and time lag on SE, and the effect of CLF on SE had an inverted \"N\" curve. The study also confirmed that last SE and neighboring SE areas influenced local SE. Currently, CLF had a negative effect on SE in the Sichuan Basin, Yunnan-Guizhou Plateau, and the middle and lower Yangtze River Plain, and positively in Qinghai, Hunan, and Jiangxi provinces. These findings suggest that the government should enhance cross-regional and cross-sectoral cooperation and monitoring of cultivated land changes to prevent and control SE effectively.
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  • 文章类型: Journal Article
    保护水生生态系统和渔业资源,同时促进地方政府和渔民之间的合作,本研究构建了一个包含两个利益相关者的进化博弈模型。该模型考察了与捕鱼禁令相关的生态恢复政策的遵守程度,以及不同类型渔民在模拟不同情景下的生态恢复政策时采取不同激励措施的适应性策略。研究结果表明:(1)渔民遵守禁渔政策是由其经济利益决定的,环境偏好,和政府法规,虽然地方当局的执法受到监管成本的影响,政治表现,和声誉。(2)渔业禁令生态恢复政策的变化是由几个因素引起的,包括惩罚措施和赔偿。处罚越高,渔民遵守的机会就越大,流域生态系统恢复程度越高。相反,补偿越高,渔民对禁渔政策越满意,他们的生计转型越顺畅。(三)加强捕捞禁令的有效性和可持续性,必须考虑多个利益相关者的利益,并采取协调机制,以促进合理有效的激励相容制度的设计,从而提高政策的公平性和可接受性。本研究为全球范围内关闭渔业的生态恢复政策提供了新的理论框架和方法。伴随着强有力的数据支持和理论指导,以制定和实施渔业关闭政策。
    To safeguard aquatic ecosystems and fishery resources while facilitating cooperative engagement between local governments and fishermen, an evolutionary game model featuring both stakeholders has been constructed in this study. The model examines the degree of compliance with ecological restoration policies linked to fishing bans, as well as the adaptive strategies of different types of fishermen with varied incentives while simulating the ecological restoration policy under diverse scenarios. The findings suggest that: (1) Compliance with the fishing ban policy among fishermen is determined by their economic interests, environmental preferences, and government regulations, while its enforcement by local authorities is influenced by regulatory costs, political performance, and reputation. (2) Variations in the ecological restoration policy of fishing bans result from several factors, including punitive measures and compensation. The higher the penalty, the greater the chance of compliance among fishermen, and the higher the restoration degree of the watershed ecosystem. Conversely, the higher the compensation, the more satisfied the fishermen are with the fishing ban policy, and the smoother the transformation of their livelihoods. (3) To enhance the effectiveness and sustainability of fishing bans, it is essential to consider the interests of multiple stakeholders and adopt a coordination mechanism that facilitates the design of a reasonable and effective incentive-compatible system, thereby increasing the fairness and acceptability of the policy. This study provides a new theoretical framework and methodology applicable to ecological restoration policies for fishery closures on a global scale, accompanied by robust data support and theoretical guidance for developing and implementing fishery closure policies.
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  • 文章类型: Journal Article
    对水体富营养化状况的精确评估对于在水环境管理中做出明智的决策至关重要。然而,传统的方法经常没有考虑随机性,模糊性,和水质指标固有的隐藏信息。这将导致不可靠的评估。在本研究中,提出了一种在不确定条件下进行富营养化评估的增强方法。引入多维高斯云分布来捕获随机性和模糊性。提出了基于各种样本量和营养水平的香农熵,以最大化隐藏在数据集中的有价值信息。选择了位于长江流域的27个重要湖泊和水库来演示所提出的方法。用灵敏度和一致性来评价所提出方法的准确性。结果表明,与传统方法相比,该方法能够有效评估不确定条件下湖泊和水库的富营养化状况,并且具有更好的灵敏度,因为它可以识别超过33-50%的营养水平。进一步的情景实验分析表明,样本信息的丰富性,即,样本大小和营养水平的数量对方法的准确性/鲁棒性具有重要意义。此外,60的样本量可以在准确性/鲁棒性和监控费用之间提供最有利的平衡。这些发现对于优化富营养化评估至关重要。
    The precise assessment of a water body\'s eutrophication status is essential for making informed decisions in water environment management. However, conventional approaches frequently fail to consider the randomness, fuzziness, and inherent hidden information of water quality indicators. These would result in an unreliable assessment. An enhanced method was proposed for the eutrophication assessment under uncertainty in this study. The multi-dimension gaussian cloud distribution was introduced to capture the randomness and fuzziness. The Shannon entropy based on various sample size and trophic levels was proposed to maximize valuable information hidden in the datasets. Twenty-seven significant lakes and reservoirs located in the Yangtze River Basin were selected to demonstrate the proposed method. The sensitivity and consistency were used to evaluate the accuracy of the proposed method. Results indicate that the proposed method has the capability to effectively assess the eutrophication status of lakes and reservoirs under uncertainty and that it has a better sensitivity since it can identify more than 33-50% trophic levels compared to the traditional methods. Further scenario experiments analysis revealed that the sample information richness, i.e., sample size and the number of trophic levels is of great significance to the accuracy/robustness of the method. Moreover, a sample size of 60 can offer the most favorable balance between accuracy/robustness and the monitoring expenses. These findings are crucial to optimizing the eutrophication assessment.
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  • 文章类型: Journal Article
    挥发性甲基硅氧烷(VMS)由于其释放到环境后的检测和毒性而引起了严重关注。它们也在世界各地的河流中被发现,但是它们的分布仍有待在较大的河流中探索,更高的水量和更宽的分水岭。在本研究中,在长江流域的42个水样(27个地表水(包括7个饮用水源)和15个废水)中,调查了8个循环VMS(cVMS)和7个线性VMS(lVMS),中国。结果表明,所有采样点都检测到VMS。在地表水中,总cVMS浓度范围为17.3至4.57×103ng/L,而lVMS的范围为1.72至81.6ng/L。在废水中,cVMS和lVMS的总浓度范围为17.6-1.66×103ng/L和2.59-252ng/L,分别。显然,cVMS显示出明显高于lVMS的浓度。cVMS的浓度顺序为低>高>中游,而lVMS的没有显示出清晰的分布模式。在cVMS中,Si数较少的占主导地位,而Si数较多的在lVMS中占主导地位。值得注意的是,在7个作为饮用水源的地表水中也检测到了VMS,这引起了他们的进一步关注。此外,地表水中的VMS与废水中的VMS呈正相关,这导致了未来工业排放管理的必要性。
    Volatile methylsiloxanes (VMSs) earned serious concerns due to their detection and toxicities after their release to the environments. They were also detected in rivers around the globe, but their distribution remained to be explored in larger rivers with longer length, higher water volume and wider watershed. In the present study, 8 cyclic VMSs (cVMSs) and 7 linear ones (lVMSs) were investigated in 42 water samples (27 surface water (including 7 drinking source water) and 15 wastewater) from the Yangtze River Basin, China. Results showed that VMSs were detected in all sampling sites. In surface water, the concentrations of total cVMSs ranged from 17.3 to 4.57 × 103 ng/L, while those of lVMSs ranged from 1.72 to 81.6 ng/L. In wastewater, the total concentrations of cVMSs and lVMSs showed ranges of 17.6-1.66 × 103 ng/L and 2.59-252 ng/L, respectively. Apparently, cVMSs showed significantly higher concentrations than lVMSs. The concentrations of cVMSs followed an order of lower > upper > middle reaches, while those of lVMSs did not show clear distribution patterns. Among cVMSs, those with less Si numbers were dominant, while those with more Si numbers were dominant in lVMSs. Notably, the VMSs were also detected in 7 surface waters that served as drinking source waters, which earned them further concerns. In addition, the VMSs in surface water showed positive correlation with those in wastewater, which led to necessity in management on industrial emissions in the future.
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  • 文章类型: Journal Article
    对大型盆地的有效管理需要查明主要指标超标和城市风险因素的时空驱动因素,为流域管理员提供重要的见解。然而,长江流域内多种污染物的综合检测仍然很少。在这里,我们介绍了长江流域周围城市群的污染清单,分析2018-2019年102个城市的水质数据。我们评估了六个关键指标的超标率:溶解氧(DO),氨氮(NH3-N),化学需氧量(COD),生化需氧量(BOD),总磷(TP),以及每个城市的高锰酸盐指数(CODMn)。采用随机森林回归和Shapley加法扩张(SHAP)分析,我们确定了影响这些关键指标的时空因素。我们的结果强调农业活动是导致所有六个指标超标的主要贡献者,从而指出它们是流域内的主要污染源。此外,森林覆盖率,畜牧业,化学和制药部门,连同降水和温度等气象要素,显著影响了各种指标的超标。此外,我们通过主成分分析划分了五个核心城市风险成分,它们是(1)人为和工业活动,(2)农业实践和森林范围,(3)气候变量,(4)牲畜饲养,(5)主要污染部门。随后根据这些风险成分对城市进行了评估和分类,在每个地区纳入政策干预和行政绩效。综合分析提倡在解决识别的风险因素方面采取定制的策略,特别是对于风险水平升高的城市。
    Effective management of large basins necessitates pinpointing the spatial and temporal drivers of primary index exceedances and urban risk factors, offering crucial insights for basin administrators. Yet, comprehensive examinations of multiple pollutants within the Yangtze River Basin remain scarce. Here we introduce a pollution inventory for urban clusters surrounding the Yangtze River Basin, analyzing water quality data from 102 cities during 2018-2019. We assessed the exceedance rates for six pivotal indicators: dissolved oxygen (DO), ammonia nitrogen (NH3-N), chemical oxygen demand (COD), biochemical oxygen demand (BOD), total phosphorus (TP), and the permanganate index (CODMn) for each city. Employing random forest regression and SHapley Additive exPlanations (SHAP) analyses, we identified the spatiotemporal factors influencing these key indicators. Our results highlight agricultural activities as the primary contributors to the exceedance of all six indicators, thus pinpointing them as the leading pollution source in the basin. Additionally, forest coverage, livestock farming, chemical and pharmaceutical sectors, along with meteorological elements like precipitation and temperature, significantly impacted various indicators\' exceedances. Furthermore, we delineate five core urban risk components through principal component analysis, which are (1) anthropogenic and industrial activities, (2) agricultural practices and forest extent, (3) climatic variables, (4) livestock rearing, and (5) principal polluting sectors. The cities were subsequently evaluated and categorized based on these risk components, incorporating policy interventions and administrative performance within each region. The comprehensive analysis advocates for a customized strategy in addressing the discerned risk factors, especially for cities presenting elevated risk levels.
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  • 文章类型: Journal Article
    重金属积累对生态系统和公共卫生的有害影响引起了广泛关注。针对特定来源的风险评估对于制定有效的策略来预防和控制地表水中的重金属污染至关重要。本研究旨在调查长江流域重金属污染特征,确定污染源,评估风险水平,并进一步评估人类的健康风险。结果表明:锌(Zn)>砷(As)>铜(Cu)>铬(Cr)>镉(Cd)>镍(Ni)>铅(Pb),平均浓度为38.02μg/L,4.34μg/L,2.53μg/L,2.10μg/L,1.17μg/L,0.84μg/L,和0.32μg/L,分别,均低于世卫组织2017年安全饮用水标准。分布趋势表明河流上游和下游的浓度较高,中游的浓度较低。通过整合绝对主成分分数-多元线性回归(APCS-MLR)受体模型和正矩阵分解(PMF)模型,重金属的主要来源被确定为工业活动(APCS-MLR:41.3%;PMF:42.1%),农业活动(APCS-MLR:30.1%;PMF:27.4%),和未知的混合来源(APCS-MLR:29.1%;PMF:30.4%)。儿童和成人的危险指数(HI)的计算均<1,表明没有非致癌或致癌风险。根据特定来源的风险评估,农业活动对非致癌风险贡献最大,而工业活动对致癌风险的贡献最大。本研究为监测重金属和控制居民健康风险提供了参考,为长江流域地表水的利用和保护提供了重要依据。
    The detrimental effects of heavy metal accumulation on both ecosystems and public health have raised widespread concern. Source-specific risk assessment is crucial for developing effective strategies to prevent and control heavy metal contamination in surface water. This study aims to investigate the contamination characteristics of heavy metals in the Yangtze River Basin, identifying the pollution sources, assessing the risk levels, and further evaluating the health risks to humans. The results indicated that the average concentrations of heavy metals were ranked as follows: zinc (Zn) > arsenic (As) > copper (Cu) > chromium (Cr) > cadmium (Cd) > nickel (Ni) > lead (Pb), with average concentrations of 38.02 μg/L, 4.34 μg/L, 2.53 μg/L, 2.10 μg/L, 1.17 μg/L, 0.84 μg/L, and 0.32 μg/L, respectively, all below the WHO 2017 standards for safe drinking water. The distribution trend indicates higher concentrations in the upper and lower reaches and lower concentrations in the mid-reaches of the river. By integrating the Absolute Principal Component Scores-Multiple Linear Regression (APCS-MLR) receptor model and Positive Matrix Factorization (PMF) model, the main sources of heavy metals were identified as industrial activities (APCS-MLR: 41.3 %; PMF: 42.1 %), agricultural activities (APCS-MLR: 30.1 %; PMF: 27.4 %), and unknown mix sources (APCS-MLR: 29.1 %; PMF: 30.4 %). The calculation of the hazard index (HI) for both children and adults was <1, indicating no non-carcinogenic or carcinogenic risks. Based on the source-specific risk assessment, agricultural activities contribute the most to non-carcinogenic risks, while industrial activities pose the greatest contribution to carcinogenic risks. This study offers a reference for monitoring heavy metals and controlling health risks to residents, and provides crucial evidence for the utilization and protection of surface water in the Yangtze River Basin.
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