地理研究 ›› 2014, Vol. 33 ›› Issue (10): 1857-1865.doi: 10.11821/dlyj201410007
陶欢1(), 廖晓勇1(
), 阎秀兰1, 赵丹1, 马栋1, 李鹏2
收稿日期:
2013-11-12
修回日期:
2014-07-25
出版日期:
2014-10-10
发布日期:
2014-10-10
作者简介:
作者简介:陶欢(1989- ),男,湖南衡阳人,硕士,研究方向为场地污染评估与修复。E-mail:
基金资助:
Huan TAO1(), Xiaoyong LIAO1(
), Xiulan YAN1, Dan ZHAO1, Dong MA1, Peng LI2
Received:
2013-11-12
Revised:
2014-07-25
Online:
2014-10-10
Published:
2014-10-10
摘要:
污染场地修复前的准确评估是开展场地修复行动的基础和前提。建立了一套评估污染场地中污染土方量的三维插值方法,采用该方法模拟了某污染场地土壤苯并(a)芘(BaP)含量的空间分布并分析其不确定性。结果表明:场地地下环境中BaP含量数据服从对数正态分布,土壤中污染严重区域分别位于研究区的西南部和北部。通过普通克里格插值得到的BaP浓度超过0.4 mg·kg-1的污染羽体积为14134 m3,对应的累积概率为0.585。依据给定变差范围值计算,得出现有收集数据对整个场地的描述程度为65%。基于该三维插值方法能准确地反映场地污染物空间分布特征,其不确定性分析可为补充采样布点及精准评估提供参考。
陶欢, 廖晓勇, 阎秀兰, 赵丹, 马栋, 李鹏. 某污染场地土壤苯并(a)芘含量的三维估值及不确定性分析[J]. 地理研究, 2014, 33(10): 1857-1865.
Huan TAO, Xiaoyong LIAO, Xiulan YAN, Dan ZHAO, Dong MA, Peng LI. Uncertainty analysis and pollution volumetric calculation of soil BaP contents in a contaminated site[J]. GEOGRAPHICAL RESEARCH, 2014, 33(10): 1857-1865.
表1
土壤中BaP描述性统计结果"
钻井点位 | 样品个数 | 浓度范围(mg·kg-1) | 平均浓度(mg·kg-1) | 超标率(%) |
---|---|---|---|---|
S1 | 12 | 0.01~12.95 | 3.746 | 58.30 |
S2 | 14 | 0.009~13.79 | 2.374 | 71.40 |
S3 | 12 | 0.01~8.21 | 0.796 | 16.70 |
S4 | 13 | 0.01~8.20 | 2.181 | 69.20 |
S5 | 17 | 0.001~4.18 | 0.972 | 52.90 |
S6 | 14 | 0.01~10 | 2.687 | 78.60 |
S7 | 13 | 0.01~2.18 | 0.655 | 53.80 |
S8 | 14 | 0.003~1.37 | 0.258 | 14.30 |
S9 | 13 | 0.01~0.85 | 0.322 | 23.10 |
S10 | 16 | 0.008~0.71 | 0.191 | 25.00 |
S11 | 15 | 0.039~16.71 | 4.88 | 86.70 |
S12 | 12 | 0.01~39.56 | 6.533 | 91.70 |
S13 | 17 | 0.001~2.39 | 0.895 | 64.70 |
S14 | 13 | 0.02~10.19 | 3.107 | 76.90 |
S15 | 13 | 0.01~1 | 0.528 | 46.20 |
- | 208 | 0.001~39.56 | 1.94 | 55.3 |
[1] | 刘庚, 毕如田, 张朝, 等. 某焦化场地苯并(a)芘污染空间分布范围预测的不确定性分析. 环境科学学报, 2013, 33(2): 587-593. |
[Liu Geng, Bi Rutian, Zhang Chao, et al.Uncertainty analysis on spatial distribution prediction of BaP in a coking plant site. Acta Scientiae Circumstantiae, 2013, 33(2): 587-593.] | |
[2] | 廖晓勇, 陈同斌, 肖细元, 等. 污染水稻田中土壤含砷量的空间变异特征. 地理研究, 2003, 22(5): 635-643. |
[Liao Xiaoyong, Chen Tongbin, Xiao Xiyuan, et al.Spatial distributions of arsenic in contaminated paddy soils. Geographical Research, 2003, 22(5): 635-643.] | |
[3] | 徐国策, 李占斌, 李鹏, 等. 丹江鹦鹉沟小流域土壤总氮空间变异特征研究. 水土保持学报, 2011, 25(5): 59-63. |
[Xu Guoce, Li Zhanbin, Li Peng, et al.Study on TN spatial variability of Yingwugou small watershed in Dan River. Journal of Soil and Water Conservation, 2011, 25(5): 59-63.] | |
[4] | 廖晓勇, 陈同斌, 武斌, 等. 典型矿业城市的土壤重金属分布特征与复合污染评价: 以”镍都”金昌市为例. 地理研究, 2006, 25(5): 843-852. |
[Liao Xiaoyong, Chen Tongbin, Wu Bin, et al.Mining urban soil pollution: Concentrations and patterns of heavy metals in the soils of Jinchang, China. Geographical Research, 2006, 25(5): 843-852.] | |
[5] | 郑袁明, 陈煌, 陈同斌, 等. 北京市土壤中Cr, Ni含量的空间结构与分布特征. 第四纪研究, 2003, 23(4): 436-445. |
[Zheng Yuanming, Chen Huang, Chen Tongbin, et al.Spatial distribution patterns of Cr and Ni in soils of Beijing. Quaternary Sciences, 2003, 23(4): 436-445.] | |
[6] | 宋静宜, 傅开道, 苏斌, 等. 澜沧江水系底沙重金属含量空间分布及其污染评价. 地理学报, 2013, 68(3): 389-397. |
[Song Jingyi, Fu Kaidao, Su Bin, et al.Spatial distribution of heavy metal concentrations and pollution assessment in the bed loads of the Lancang River system. Acta Geographica Sinica, 2013, 68(3): 389-397.] | |
[7] | 刘庚, 郭观林, 南锋, 等. 某大型焦化企业污染场地中多环芳烃空间分布的分异性特征. 环境科学, 2012, 33(12): 4256-4262. |
[Liu Geng, Guo Guanlin, Nan Feng, et al.Heterogeneous characteristic of PAHs' spatial distribution in a large coking site of China. Environmental Science, 2012, 33(12): 4256-4262.] | |
[8] | 姜菲菲, 孙丹峰, 李红, 等. 北京市农业土壤重金属污染环境风险等级评价. 农业工程学报, 2011, 27(8): 330-337. |
[Jiang Feifei, Sun Danfeng, Li Hong, et al.Risk grade assessment for farmland pollution of heavy metals in Beijing. Transactions of the CSAE, 2011, 27(8): 330-337.] | |
[9] | 姜林, 钟茂生, 梁竞, 等. 层次化健康风险评估方法在苯污染场地的应用及效益评估. 环境科学, 2013, 34(3): 1034-1043. |
[Jiang Lin, Zhong Maosheng, Liang Jin, et al.Application and benefit evaluation of tiered health risk assessment approach on site contaminated by benzene. Environmental Science, 2013, 34(3): 1034-1043.] | |
[10] | 阳文锐, 王如松, 黄锦楼, 等. 反距离加权插值法在污染场地评价中的应用. 应用生态学报, 2007, 18(9): 2013-2018. |
[Yang Wenrui, Wang Rusong, Huang Jinlou, et al.Application of inverse distance weighted interpolation method in contaminated site assessment. Chinese Journal of Applied Ecology, 2007, 18(9): 2013-2018.] | |
[11] | 李本纲, 冯楠, 陶澍. 天津表土DDT浓度的空间插值方法研究. 农业环境科学学报, 2007, 26(5): 1624-1629. |
[Li Bengang, Feng Nan, Tao Shu.Spatial interpolation methods of DDT in Tianjin topsoil. Journal of Agro-Environmental Science, 2007, 26(5): 1624-1629.] | |
[12] | 杨劲松, 姚荣江, 刘广明, 等.黄河三角洲地区土壤盐分的空间变异性及其Cokriging估值.干旱区研究, 2006, 23(3):439-455. |
[Yang Jinsong, Yao Rongjiang, Liu Guangming, et al.Spatial variability of soil salinity in the Yellow River Delta and its estimation by CoKrging method. Arid Zone Research, 2006, 23(3): 439-455.] | |
[13] | 王红, 刘高焕, 宫鹏. 利用Cokriging提高估算土壤盐离子浓度分布的精度: 以黄河三角洲为例. 地理学报, 2005, 60(3): 511-518. |
[Wang Hong, Liu Gaohuan, Gong Peng.Use of Cokriging to improve estimates of soil salt solute spatial distribution in the Yellow River Delta. Acta Geographica Sinica, 2005, 60(3): 511-518.] | |
[14] | Dawson K M, Baise L G.Three dimensional liquefaction hazard analysis. In: Halchuk S. Natural Hazards and Emergency Response Program. Proceedings of the Thirteenth World Conference on Earthquake Engineering. Vancouver: Natural Hazards, 2004: 549. |
[15] | Dawson K M, Baise L G.Three-dimensional liquefaction potential analysis using geostatistical interpolation. Soil Dynamics and Earthquake Engineering, 2005, 25(5): 369-381. |
[16] | Castrignano A, Maiorana M, Fornaro F, et al.3D spatial variability of soil strength and its change over time in a durum wheat field in Southern Italy. Soil and Tillage Research, 2002, 65(1): 95-108. |
[17] | Arbia G, Lafratta G, Simeoni C.Spatial sampling plans to monitor the 3-D spatial distribution of extremes in soil pollution surveys. Computational Statistics & Data Analysis, 2007, 51(8): 4069-4082. |
[18] | 国家环境保护总局. 土壤环境监测技术规范. 北京: 中国环境出版社, 2004. |
[State Environmental Protection Aministration. The Technical Specification for Soil Environmental Monitoring. Beijing: China Environment Press, 2004.] | |
[19] | Barth D S, Mason B J, Brown K W, et al.Soil Sampling Quality Assurance User's Guide (Second Edition). Las Vegas: United States Environmental Protection Agency, 1989. |
[20] | 北京市环境保护局. 场地土壤环境风险评价筛选值. 北京: 北京市质量技术监督局, 2011. |
[Beijing Municipal Environmental Protection Bureau. Screening Levels for Soil Environmental Risk Assessment of Sites. Beijing: Beijing Municipal Administration of Quality and Technical Supervision, 2011.] | |
[21] | Sichorova K, Tlustos P, Szakova J, et al.Horizontal and vertical variability of heavy metals in the soil of a polluted area. Plant Soil Environ., 2004, 50(12): 523-534. |
[22] | Burgos P, Madejon E, Pérez-de-Mora A, et al. Horizontal and vertical variability of soil properties in a trace element contaminated area. International Journal of Applied Earth Observation and Geoinformation, 2008, 10(1): 11-25. |
[23] | DeGroot D J . Analyzing spatial variability of in situ soil properties. In: Shackelford C D, Nelson P P, Roth M J S, et al. Uncertainty in the Geologic Environment: From Theory to Practice. New York: American Society of Civil Engineers (ASCE), 1996: 210-238. |
[24] | Phoon K K, Kulhawy F H.On quantifying inherent soil variability. In: Shackelford C D, Nelson P P, Roth M J S, et al. Uncertainty in the Geologic Environment: From Theory to Practice. New York: American Society of Civil Engineers (ASCE), 1996: 326-340. |
[25] | Johnston K, , 2013-09-20. |
[26] | Deutsch C V, Journel A G.Geostatistical Software Library and User's Guide. New York: Oxford University Press, 1998. |
[27] | Goovaerts P.Geostatistics for Natural Resources Evaluation. New York: Oxford University Press, 1997. |
[28] | 谢云峰, 陈同斌, 雷梅, 等. 空间插值模型对土壤 Cd 污染评价结果的影响. 环境科学学报, 2010, 30(4): 847-854. |
[Xie Yunfeng, Chen Tongbin, Lei Mei, et al.Impact of spatial interpolation methods on the estimation of regional soil Cd. Acta Scientiae Circumstantiae, 2010, 30(4): 847-854.] | |
[29] | 姚荣江, 杨劲松, 杨奇勇, 等. 禹城地区土壤铅含量空间分布的指示克里格估值. 生态环境学报, 2011, 20(12): 1912-1918. |
[Yao Rongjiang, Yang Jingsong, Yang Qiyong, et al.Indicator Kriging of spatial distribution of soil Pb content in Yucheng city. Ecology and Environmental Sciences, 2011, 20(12): 1912-1918.] |
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