基于主成分分析的戈壁设施蔬菜栽培基质重金属生态风险评估OA
Ecological Risk Assessment of Heavy Metals in Vegetable Cultivation Substrates in Gobi Facilities Based on Principal Component Analysis
分析河西走廊典型戈壁设施蔬菜基质中重金属Cr、Cu、Cd、Pb、As和Hg的分布特点,揭示戈壁设施蔬菜基质栽培年限对设施蔬菜基质中重金属分布和累积的影响,为当地设施蔬菜安全提供保障.采用电感耦合等离子体质谱法(HPLC-ICP-MS)和原子荧光光谱法等测定方法,应用内梅罗综合污染指数法和潜在生态风险指数评估法对污染现状和潜在生态风险进行评估,利用相关性分析和主成分分析对基质重金属的可能来源进行探讨.研究结果表明,Cr、Cu、Cd、Hg含量累积现象明显,增幅较大,以Cd、Hg最为明显,最大增幅分别为371.26%、458.82%,其中Cd含量累积随基质栽培年限的延长大体呈持续增加趋势,但Hg含量随基质栽培年限的延长累积规律不明显.研究区基质中高年限Cd的潜在生态风险指数值为142.55,表现为重度潜在生态风险;Hg的潜在风险指数值为223.70,表现为严重潜在生态风险;但6种重金属的综合潜在生态风险不高,表现为安全、清洁.基质重金属Cd-Cu、Cd-Hg、Pb-As、Cu-Hg之间呈现极显著正相关,表明Cd、Cu、Hg、Pb、As可能具有同源性,主成分分析则表明基质重金属Cu、As主要污染来源为农业投入品、栽培过程的影响和自然源,而基质重金属Cd主要污染来源为农业投入品、栽培过程的影响.
This study analyzed the distribution characteristics of heavy metals Cr,Cu,Cd,Pb,As,and Hg in vegetable cultivation substrates of typical Gobi facilities in the Hexi Corridor,revealed the effects of substrate cultivation duration on the distribution and accu-mulation of heavy metals in facility vegetable substrates,and provided support for ensuring the safety of local facility vegetables.Heavy metals were determined using high-performance liquid chromatography-inductively coupled plasma mass spectrometry(HPLC-ICP-MS),atomic fluorescence spectrometry,and other methods.The Nemerow comprehensive pollution index method and the potential ecolog-ical risk index method were used to evaluate the current pollution status and potential ecological risk,while correlation analysis and prin-cipal component analysis were applied to explore the possible sources of heavy metals in the substrates.Results showed that Cr,Cu,Cd,and Hg exhibited obvious accumulation,with relatively large increases,especially Cd and Hg,whose maximum increases reached 371.26%and 458.82%,respectively.Cd accumulation generally showed a continuous increasing trend with prolonged substrate cultiva-tion duration,whereas Hg accumulation showed no clear pattern with increasing cultivation duration.In the study area,the potential eco-logical risk index of Cd in substrates with long cultivation duration was 142.55,indicating a high potential ecological risk,while that of Hg was 223.70,indicating a very high potential ecological risk.However,the comprehensive potential ecological risk of the 6 heavy metals was low,indicating that the substrates were safe and clean overall.Extremely significant positive correlations were observed between Cd-Cu,Cd-Hg,Pb-As,and Cu-Hg,suggesting that Cd,Cu,Hg,Pb,and As may have common sources.Principal component analysis further indicated that the main pollution sources of Cu and As in the substrates were agricultural inputs,effects of the cultivation process,and nat-ural sources,whereas the main pollution sources of Cd were agricultural inputs and effects of the cultivation process.
李瑞琴;郭斌;于安芬;许文艳;张爱琴;焦洁;徐瑞
甘肃省农业科学院畜草与绿色农业研究所,甘肃 兰州 730070||甘肃省农业科学院农业质量标准与检测技术研究所,甘肃 兰州 730070||农业农村部农产品质量安全风险评估实验室(兰州),甘肃 兰州 730070甘肃省农业科学院畜草与绿色农业研究所,甘肃 兰州 730070||甘肃省农业科学院农业质量标准与检测技术研究所,甘肃 兰州 730070||农业农村部农产品质量安全风险评估实验室(兰州),甘肃 兰州 730070甘肃省农业科学院畜草与绿色农业研究所,甘肃 兰州 730070||甘肃省农业科学院农业质量标准与检测技术研究所,甘肃 兰州 730070||农业农村部农产品质量安全风险评估实验室(兰州),甘肃 兰州 730070甘肃省农业科学院畜草与绿色农业研究所,甘肃 兰州 730070||甘肃省农业科学院农业质量标准与检测技术研究所,甘肃 兰州 730070||农业农村部农产品质量安全风险评估实验室(兰州),甘肃 兰州 730070甘肃省农业科学院畜草与绿色农业研究所,甘肃 兰州 730070||甘肃省农业科学院农业质量标准与检测技术研究所,甘肃 兰州 730070||农业农村部农产品质量安全风险评估实验室(兰州),甘肃 兰州 730070甘肃省农业科学院畜草与绿色农业研究所,甘肃 兰州 730070||甘肃省农业科学院农业质量标准与检测技术研究所,甘肃 兰州 730070||农业农村部农产品质量安全风险评估实验室(兰州),甘肃 兰州 730070甘肃省农业科学院畜草与绿色农业研究所,甘肃 兰州 730070||甘肃省农业科学院农业质量标准与检测技术研究所,甘肃 兰州 730070||农业农村部农产品质量安全风险评估实验室(兰州),甘肃 兰州 730070
农业科技
戈壁设施蔬菜栽培基质重金属主成分分析污染特征潜在生态风险
Gobi facility vegetableCultivation substrateHeavy metalPrincipal component analysisPollution characteris-ticPotential ecological risk
《寒旱农业科学》 2026 (6)
555-560,6
甘肃省农业科学院科技支撑计划项目(2019GAAS27)甘肃省农业农村厅科技项目(GNKJ-2020-30、GNKJ-2021-45).
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