Citation: | Huang Yajie, Li Jumei, Ma Yibing. Research progress of methods for determining sampling numbers of soil heavy metals survey[J]. Transactions of the Chinese Society of Agricultural Engineering (Transactions of the CSAE), 2019, 35(24): 235-245. DOI: 10.11975/j.issn.1002-6819.2019.24.028 |
[1] |
王子龙,陈伟杰,付强,等. 土壤优化采样策略研究进展[J]. 水土保持通报,2017,37(5):205-212. Wang Zilong, Chen Weijie, Fu Qiang, et al. Research progress of soil sampling strategy optimization[J]. Bulletin of Soil and Water Conservation, 2017, 37(5): 205-212. (in Chinese with English abstract)
|
[2] |
张继光,陈洪松,苏以荣,等. 喀斯特地区典型峰丛洼地表层土壤水分空间变异及合理取样数研究[J]. 水土保持学报,2006,20(2):114-117. Zhang Jiguang, Chen Hongsong, Su Yirong, et al. Spatial variability of soil moisture content and reasonable sampling number in cluster-peak depression areas of Karst region[J]. Journal of Soil and Water Conservation, 2006, 20(2): 114-117. (in Chinese with English abstract)
|
[3] |
Dulski T R. A Manual for the Chemical Analysis of Metals[M]. West Conshohocken: American Society for Testing Material, 1996.
|
[4] |
Zhang J, Zhang C. Sampling and sampling strategies for environmental analysis[J]. International Journal of Environmental Analytical Chemistry, 2012, 92(4): 466-478.
|
[5] |
Theocharopoulos S P, Wagner G, Sprengart J, et al. European soil sampling guidelines for soil pollution studies[J]. Science of the Total Environment, 2001, 264(1/2): 51-62.
|
[6] |
Wagner G, Desaules A, Muntau H, et al. Harmonisation and quality assurance in pre-analytical steps of soil contamination studies-conclusions and recommendations of the CEEM Soil project[J]. Science of the Total Environment, 2001, 264(1/2): 103-118.
|
[7] |
FAO. A framework for land evaluation[R]. FAO Soils Bulletin 32, FAO, Rome, 1976.
|
[8] |
Ramsey C A, Hewitt A D. A methodology for assessing sample representativeness[J]. Environmental Forensics, 2005, 6(1): 71-75.
|
[9] |
Ramsey C A. Considerations for sampling contaminants in agricultural soils[J]. Journal of AOAC International, 2015, 98(2): 309-315.
|
[10] |
Minnitt R C A, Rice P M, Spangenberg C. Part 1: Understanding the components of the fundamental sampling error: A key to good sampling practice[J]. Journal of the South African Institute of Mining and Metallurgy, 2007, 107(8): 505-511.
|
[11] |
Interstate Technology Regulatory Council (ITRC). Incremental Sampling Methodology[M]. Washington, DC: Interstate Technology & Regulatory Council, Incremental Sampling Methodology Team, 2012.
|
[12] |
李双喜,吕卫光,雷艳芳,等. 上海郊区典型农业土壤重金属累积和评价[J]. 上海农业学报,2018,34(3):6-10.Li Shuangxi, Lv Weiguang, Lei Yanfang, et al. Accumulation and evaluation of heavy metals in typical agricultural soil of Shanghai suburbs[J]. Acta Agriculturae Shanghai, 2018, 34(3): 6-10. (in Chinese with English abstract)
|
[13] |
袁润杰,于高伟,邱晓蕾,等. 区域土壤重金属空间差异及对蔬菜品质安全影响的分析:以南京八卦洲、江心洲为例[J]. 农业环境科学学报,2015,34(8):1498-1507.Yuan Runjie, Yu Gaowei, Qiu Xiaolei, et al. Regionally spatial variation of soil heavy metals and their influences on vegetable quality: A case study of Baguazhou and Jiangxinzhou, Nanjing, China[J]. Journal of Agro-Environment Science, 2015, 34(8): 1498-1507. (in Chinese with English abstract)
|
[14] |
刘勇. 广西某矿区农用地土壤重金属含量分析与污染评价[D]. 南宁:广西师范学院,2012. Liu Yong. Analysis and Assessment on the Heavy Metal Content and Pollution of Farmland Soil in a Mining Field of Guangxi[D]. Nangning: Guangxi Teachers Education University, 2012. (in Chinese with English abstract)
|
[15] |
敬久旺,赵玉红,张涪平,等. 藏中矿区表层土壤重金属污染评价[J]. 贵州农业科学,2011,39(7):126-128.Jing Jiuwang, Zhao Yuhong, Zhang Feiping, et al. Evaluation of heavy metals pollution of surface soil in central Tibet mining area[J]. Guizhou Agricultural Sciences, 2011, 39(7): 126-128. (In Chinese with English abstract)
|
[16] |
肖明,杨文君,张泽,等. 柴达木农田土壤Cd的积累及风险预测[J]. 植物营养与肥料学报,2014,20(5):1271-1279.Xiao Ming, Yang Wenjun, Zhang Ze, et al. Cadmium accumulation in soil and risk prediction in the Qaidam Basin[J]. Journal of Plant Nutrition and Fertilizer, 2014, 20(5): 1271-1279. (in Chinese with English abstract)
|
[17] |
孙超,陈振楼,毕春娟,等. 上海市崇明岛农田土壤重金属的环境质量评价[J]. 地理学报,2009,64(5):619-628.Sun Chao, Chen Zhenlou, Bi Chunjuan, et al. Evaluation on environmental quality of heavy metals in agricultural soils of Chongming island, Shanghai[J]. Acta Geographica Sinca, 2009, 64(5): 619-628. (in Chinese with English abstract)
|
[18] |
陈永,黄标,胡文友,等. 设施蔬菜生产系统重金属积累特征及生态效应[J]. 土壤学报,2013,50(4):693-702.Chen Yong, Huang Biao, Hu Wenyou, et al. Heavy metals accumulation in greenhouse vegetable production systems and its ecological effects[J]. Acta Pedologica Sinica, 2013, 50(4): 693-702. (in Chinese with English abstract)
|
[19] |
阿吉古丽·马木提,麦麦提吐尔逊·艾则孜,艾尼瓦尔·买买提. 新疆喀什市城乡交错带耕地土壤重金属污染风险评价[J]. 环境工程,2018,36(4):160-164.Ajigul Mamut, Mamattursun Eziz, Anwar Mohammad. Pollution risk assessment of heavy metals from farmland soils in urban-rural ecotone of Kashgar city, Xinjiang[J]. Environmental Engineering, 2018, 36(4): 160-164. (in Chinese with English abstract)
|
[20] |
肖雪,赵南京,袁静,等. 淮河流域某镇农业土壤重金属含量特征及污染评价[J]. 光谱学与光谱分析,2014,34(7):1785-1788.Xiao Xue, Zhao Nanjing, Yuan Jing, et al. Analysis of heavy metals distribution characteristics and pollution assessment in agricultural region soils of Huaihe basin[J]. Spectroscopy and Spectral Analysis, 2014, 34(7): 1785-1788. (in Chinese with English abstract)
|
[21] |
王波,毛任钊,曹健,等. 海河低平原区农田重金属含量的空间变异性:以河北省肥乡县为例[J]. 生态学报,2006,26(12):4082-4090.Wang Bo, Mao Renzhao, Cao Jian, et al. Spatial variability of the heavy metal contents in cropland of the low Hai river plain: A case study in Feixiang county of Hebei province[J]. Acta Ecologica Sinica, 2006, 26(12): 4082-4090. (in Chinese with English abstract)
|
[22] |
曾妍妍,周金龙,王松涛,等. 新疆若羌县农田土壤重金属分布特征及污染评价[J]. 干旱区资源与环境,2017,31(9):87-91.Zeng Yanyan, Zhou Jinlong, Wang Songtao, et al. Distribution characteristics and assessment for farmland soil heavy metals pollution in Ruoqiang county of Xinjiang[J]. Journal of Arid Land Resources and Environment, 2017, 31(9): 87-91. (in Chinese with English abstract)
|
[23] |
Utset A, Cid G. Soil penetrometer resistance spatial variability in a Ferralsol at several soil moisture conditions[J]. Soil and Tillage Research, 2001, 61(3/4): 193-202.
|
[24] |
Visschers R, Finke P A, De Gruijter J J. A soil sampling program for the Netherlands[J]. Geoderma, 2007, 139(1/2): 60-72.
|
[25] |
Oliver M A, Webster R. Combining nested and linear sampling for determining the scale and form of spatial variation of regionalized variables[J]. Geographical Analysis, 1986, 18: 227-242.
|
[26] |
Leung Y F, Liu W, Li J S, et al. Three-dimensional spatial variability of arsenic-containing soil from geogenic source in Hong Kong: Implications on sampling strategies[J]. Science of the Total Environment, 2018, 633: 836-847.
|
[27] |
Webster R. Quantitative and Numerical Methods in Soil Classification and Survey[M].Oxford: Clarendon Press, 1979.
|
[28] |
Webster R, Oliver M A. Statistical Methods in Soil and Land Resource Survey[M]. Oxford: Oxford University Press, 1990.
|
[29] |
杨琳. 目的性采样下样本设计与制图精度的关系研究:以数字土壤制图为例[D]. 北京:中国科学院,2009. Yang Lin. Relationships between sample selection and mapping accuracy under purposive sampling: A case study in digital soil mapping Chinese Academy of Sciences[D]. Beijing: Chinese Academy of Sciences, 2009. (in Chinese with English abstract)
|
[30] |
Topp L, Barker B, Degenhardt L. The external validity of results derived from ecstasy users recruited using purposive sampling strategies[J]. Drug and Alcohol Dependence, 2004, 73(1): 33-40.
|
[31] |
Zhu A X, Burt J E, Smith M, et al. The Impact of Neighborhood Size on Terrain Derivatives and Digital Soil Mapping[M]. Advances in Digital Terrain Analysis, Springer, Berlin, Heidelberg, 2008: 333-348.
|
[32] |
Trochim W, Donnelly, J P. Research Methods Knowledge Base[M]. Cincinnat, OH: Atomic Dog Publishing, 2001.
|
[33] |
张小敏,张秀英,钟太洋,等.中国农田土壤重金属富集状况及其空间分布研究[J].环境科学,2014,35(02):692-703. Zhang Xiaomin, Zhang Xiuying, Zhong Taiyang, et al. Spatial distribution and accumulation of heavy metal in arable land soil of China[J]. Environment Science, 2014, 35(02): 692-703. (in Chinese with English abstract)
|
[34] |
Niu L, Yang F X, Xu C, et al. Status of metal accumulation in farmland soils across China: From distribution to risk assessment[J]. Environmental Pollution, 2013, 176: 55-62.
|
[35] |
Song W, Chen B M, Liu L. Soil heavy metal pollution of cultivated land in China[J]. Research of Soil and Water Conservation, 2013, 20(2): 293-298.
|
[36] |
Perez A, Lefante J J. Sample size determination and the effect of censoring when estimating the arithmetic mean of a lognormal distribution[J]. Communications in Statistics-Theory and Methods, 1997, 26(11): 2779-2801.
|
[37] |
Reza S K, Baruah U, Sarkar D. Hazard assessment of heavy metal contamination by the paper industry, north-eastern India[J]. International Journal of Environmental Studies, 2013, 70(1): 23-32.
|
[38] |
王茜. 南陵-泾县国家商品粮基地农田区土壤特征元素分布差异性及潜在生态效应[D].北京:中国地质科学院,2017. Wang Qian. Distribution variability and potential ecological effect of feature elements of farmland top-soil in Nanling-Jing county national commodity grain base[D]. Beijing: Chinese Academy of Geological Sciences, 2017. (in Chinese with English abstract)
|
[39] |
史海滨, 陈亚新. 土壤水分空间变异的套合结构模型及区域信息估值[J]. 水利学报,1994 (7):70-77,89. Shi Haibin, Chen Yaxin. Combination structure model of soil moisture spatial variability and regional information estimation[J]. Journal of Hydraulic Engineering, 1994 (7): 70-77, 89. (in Chinese with English abstract)
|
[40] |
Cochran W G. Sampling Techniques[M]. 3rd edition. New York: John Wiley, 1997.
|
[41] |
Gee G W, Bauder J W, Klute A. Methods of Soil Analysis, Part 1: Physical and Mineralogical Methods[M]. Soil Science Society of America Book Series. American Society of Agronomy, Inc. and Soil Science Society of America, Inc. Madison, Wisconsin, 1986: 404-410.
|
[42] |
Visschers R, Finke P A, De Gruijter J J. A soil sampling program for the Netherlands[J]. Geoderma, 2007, 139(1-2): 60-72.
|
[43] |
阎波杰,潘瑜春,赵春江. 区域土壤重金属空间变异及合理采样数确定[J]. 农业工程学报,2008 (增刊2):260-264. Yan Bojie, Pan Yuchun, Zhao Chunjiang. Spatial variability and reasonable sampling number of regional soil heavy metals[J]. Transactions of the Chinese Society of Agricultural Engineering, 2008 (Supp 2): 260-264. (in Chinese with English abstract)
|
[44] |
王圣伟,冯娟,刘刚,等. 多嵌套空间尺度农田土壤重金属空间变异研究[J]. 农业机械学报,2013,44(6):128-135. Wang Shengwei, Feng Juan, Liu Gang, et al. Multi-nesting spatial scales of soil heavy metals in farmland[J]. Transations of the Chinese Society for Agricultural Machinery, 2013, 44(6): 128-135. (in Chinese with English abstract)
|
[45] |
Garten Jr C T, Kang S, Brice D J, et al. Variability in soil properties at different spatial scales (1 m-1 km) in a deciduous forest ecosystem[J]. Soil Biology and Biochemistry, 2007, 39(10): 2621-2627.
|
[46] |
Yan X Y, Cai Z C. Number of soil profiles needed to give a reliable overall estimate of soil organic carbon storage using profile carbon density data[J]. Soil Science and Plant Nutrition, 2008, 54(5): 819-825.
|
[47] |
谢宝妮,常庆瑞,秦占飞. 县域土壤养分离群样点检测及其合理采样数研究[J]. 干旱地区农业研究,2012,30(2):56-61. Xie Baoni, Chang Qingrui, Qin Zhanfei. Outlier identification and reasonable sampling number of soil nutrient at county level[J]. Agricultural Research in the Arid Areas, 2012, 30(2): 56-61. (in Chinese with English abstract)
|
[48] |
Cerri C E P, Bernoux M, Chaplot V, et al. Assessment of soil property spatial variation in an Amazon pasture: Basis for selecting an agronomic experimental area[J]. Geoderma, 2004, 123(1-2): 51-68.
|
[49] |
Webster R, Oliver M A. Geostatistics for Environmental Scientists (Statistics in Practice)[M]. UK, John Wiley & Sons, 2007.
|
[50] |
郭燕. 农田多源信息获取与空间变异表征研究[D]. 杭州:浙江大学,2013. Guo Yan. Study on Multi-source Data Acquisition[D]. Hangzhou: Zhejiang University, 2013. (in Chinese with English abstract)
|
[51] |
李凯,赵华甫,吴克宁,等. 土壤重金属Cd污染指数的适宜插值方法和合理采样数量研究[J]. 土壤通报,2016,47(5):1056-1064. Li Kai, Zhao Huafu, Wu Kening, et al. Suitable interpolation method and reasonable sampling quantity of Cd pollution index in soil[J]. Chinese Journal of Soil Science, 2016, 47(5): 1056-1064. (in Chinese with English abstract)
|
[52] |
Mcbratney A B, Webster R. How many observations are needed for regional estimation of soil properties?[J]. Soil Science, 1983, 135 (3) : 177-183.
|
[53] |
Kerry R, Oliver M A. Average variograms to guide soil sampling[J]. International Journal of Applied Earth Observation and Geoinformation, 2004, 5(4): 307-325.
|
[54] |
Szatmári G, László P, Takács K, et al. Optimization of second-phase sampling for multivariate soil mapping purposes: Case study from a wine region, Hungary[J]. Geoderma, 2019, 352: 373-384.
|
[55] |
Hengl T, de Jesus J M, MacMillan R A, et al. SoilGrids1km-global soil information based on automated mapping[J]. PloS one, 2014, 9(8): e105992.
|
[56] |
李润林,姚艳敏,唐鹏钦,等. 县域耕地土壤锌含量的协同克里格插值及采样数量优化[J].土壤通报,2013,44 (4):830-838. Li Runlin, Yao Yanmin, Tang Pengqin, et al. Optimization of spatial interpolation and sampling size for soil zinc content in cultivated land at county scale using cokriging method[J]. Chinese Journal of Soil Science, 2013, 44 (4): 830-838. (in Chinese with English abstract)
|
[57] |
庞夙,李廷轩,王永东,等. 县域农田土壤铜含量的协同克里格插值及采样数量优化[J]. 中国农业科学,2009,42(8):2828-2836. Pang Su, Li Tingxuan, Wang Yongdong, et al. Spatial interpolation and sampling numbers of the concentration of copper in cropland soil on county scale using cokriging[J]. Scientia Agricultura Sinica, 2009, 42 (8): 2828-2836. (in Chinese with English abstract)
|
[58] |
李艳,史舟,王人潮,等. 海涂土壤剖面电导率的协同克里格法估值及不同取样数目的比较研究[J]. 土壤学报,2004,41 (3):434-443. Li Yan, Shi Zhou, Wang Renchao, et al. Estimates of electrical conductivity for coastal saline soil profile using cokriging under different sampling density[J]. Acta Pedologica Sinica, 2004, 41 (3): 434-443. (in Chinese with English abstract)
|
[59] |
Chang Y H, Scrimshaw M D, Emmerson R H C, et al. Geostatistical analysis of sampling uncertainty at the Tollesbury Managed Retreat site in Blackwater Estuary, Essex, UK: Kriging and cokriging approach to minimise sampling density[J]. Science of the Total Environment, 1998, 221(1): 43-57.
|
[60] |
Curran P J. The semivariogram in remote sensing: An introduction[J]. Remote Sensing of Environment, 1988, 24(3): 493-507.
|
[61] |
Honda K, Yamamoto Y, Kato H, et al. Heavy metal accumulations and their recent changes in southern minke whalesBalaenoptera acutorostrata[J]. Archives of Environmental Contamination and Toxicology, 1987, 16(2): 209-216.
|
[62] |
Van Groenigen J W, Stein A. Constrained optimization of spatial sampling using continuous simulated annealing[J]. Journal of Environmental Quality, 1998, 27(5): 1078-1086.
|
[63] |
Va?át R, Heuvelink G B M, Bor?vka L. Sampling design optimization for multivariate soil mapping[J]. Geoderma, 2010, 155(3-4): 147-153.
|
[64] |
韩宗伟,黄魏,罗云,等. 基于路网的土壤采样布局优化:模拟退火神经网络算法[J]. 应用生态学报,2015,26(3):891-900. Han Zongwei, Huang Wei, Luo Yun, et al. Application of simulated annealing method and neural network on optimizing soil sampling schemes based on road distribution[J]. Chinese Journal of Applied Ecology, 2015, 26(3): 891-900. (in Chinese with English abstract)
|
[65] |
Lin Y P, Chang T K, Teng T P. Characterization of soil lead by comparing sequential Gaussian simulation, simulated annealing simulation and kriging methods[J]. Environmental Geology, 2001, 41(1-2): 189-199.
|
[66] |
林清火,郭澎涛,罗微,等. 基于空间模拟退火算法的橡胶园土壤取样布局优化[J]. 热带作物学报,2018,39(10):1920-1927. Lin Qinghuo, Guo Pengtao, Luo Wei, et al. Optimization of spatial soil sampling using continuous simulated annealing in rubber plantation[J]. Chinese Journal of Tropical Crops, 2018, 39(10): 1920-1927. (in Chinese with English abstract)
|
[67] |
王学松,秦勇. 利用对数正态分布图解析徐州城市土壤中重金属元素来源和确定地球化学背景值[J]. 地球化学,2007(1):98-102. Wang Xuesong, Qin Yong. Application of lognormal distribution plot to interpreting sources and determining geochemical background levels of heavy metals in Xuzhou urban soils, Jiangsu Province[J]. Geochimica, 2007(1): 98-102. (in Chinese with English abstract)
|
[68] |
张学礼,徐乐昌,张辉. 某铀尾矿库周围农田土壤重金属污染与评价[J]. 环境科学与技术,2015,38(6):221-226. Zhang Xueli, Xu Lechang, Zhang Hui. Contamination and assessment of heavy metals in farmland soils near an uranium tailings pond[J]. Environmental Science &Technology, 2015, 38(6): 221-226. (in Chinese with English abstract)
|
[69] |
Liao Y L, Li D Y, Zhang N X. Comparison of interpolation models for estimating heavy metals in soils under various spatial characteristics and sampling methods[J]. Transactions in GIS, 2018, 22(2): 409-434.
|
[70] |
Xie Y F, Chen T B, Lei M, et al. Spatial distribution of soil heavy metal pollution estimated by different interpolation methods: Accuracy and uncertainty analysis[J]. Chemosphere, 2011, 82(3): 468-476.
|
[71] |
Greenland S. On sample-size and power calculations for studies using confidence intervals[J]. American Journal of Epidemiology, 1988, 128(1): 231-237.
|
[72] |
Kupper L L, Hafner K B. How appropriate are popular sample size formulas?[J]. The American Statistician, 1989, 43(2): 101-105.
|
[73] |
Land C E. Confidence intervals for linear functions of the normal mean and variance[J]. The Annals of Mathematical Statistics, 1971, 42(4): 1187-1205.
|
[74] |
Land C E. An evaluation of approximate confidence interval estimation methods for lognormal means[J]. Technometrics, 1972, 14(1): 145-158.
|
[75] |
Land C E. Standard confidence limits for linear functions of the normal mean and variance[J]. Journal of the American Statistical Association, 1973, 68(344): 960-963.
|
[76] |
Land C E. Confidence interval estimation for means after data transformations to normality[J]. Journal of the American Statistical Association, 1974, 69(347): 795-802.
|
[77] |
Armstrong B G. Confidence intervals for arithmetic means of lognormally distributed exposures[J]. American Industrial Hygiene Association Journal, 1992, 53(8): 481-485.
|
[78] |
Hale W E. Sample size determination for the log-normal distribution[J]. Atmospheric Environment, 1972, 6(6): 419-422.
|
[79] |
Zhou X H, Gao S J. Confidence intervals for the log-normal mean[J]. Statistics in Medicine, 1997, 16(7): 783-790
|
[80] |
Box G E P, Cox D R. An analysis of transformations[J]. Journal of the Royal Statistical Society. Series B (Methodological), 1964, 26(2): 211-252.
|
[81] |
Singh A K, Singh A, Engelhardt M. The lognormal distribution in environmental applications[C]. Technology Support Center Issue Paper, 1997.
|
[82] |
Augus J E. Bootstrap one-sided confidence intervals for the lognormal mean[J]. Statistician, 1994, 43: 395-401.
|
[83] |
Krishnamoorthy K, Mathew T. Inferences on the means of lognormal distributions using generalized p-values and generalized confidence intervals[J]. Journal of Statistical Planning and Inference, 2003, 115(1): 103-121.
|
[84] |
Wu J R, A C M Wong, Jiang G Y. Likelihood-based confidence intervals for a log-normal mean[J]. Statistics in Medicine, 2003, 22(11): 1849-1860.
|
[85] |
张志国. 小样本条件下对数正态分布均值置信区间[J]. 齐齐哈尔大学学报,2008,24(4):75-78. Zhang Zhiguo. Confidence intervals of the lognormal mean in the condition of small sample[J]. Journal of Qiqihar University, 2008, 24(4): 75-78. (in Chinese with English abstract)
|
[86] |
Flatman G T, Yfantis A A. Geostatistical strategy for soil sampling: The survey and the census[J]. Environmental Monitoring and Assessment, 1984, 4(4): 335-349.
|
[87] |
Su P, Li T X, Wang Y D, et al. Spatial interpolation and sample size optimization for soil copper (Cu) investigation in cropland soil at county scale using cokriging[J]. Agricultural Sciences in China, 2009, 8(11): 1369-1377.
|
[88] |
樊燕,刘洪斌,武伟. 土壤重金属污染现状评价及其合理采样数的研究[J]. 土壤通报,2008,39(2):369-374. Fan Yan, Liu Hongbin, Wu Wei. Evaluation to soil heavy metals' pollution and the study of reasonable sampling number[J]. Chinese Journal of Soil Science, 2008, 39(2): 369-374. (in Chinese with English abstract)
|
[89] |
Tenenbein A. A double sampling scheme for estimating from misclassified multinomial data with applications to sampling inspection[J]. Technometrics, 2017, 14(1): 187-202.
|
[90] |
Domburg P, de Gruijter J J, van Beek P. Designing efficient soil survey schemes with aknowledge-based system using dynamic programming[J]. Geoderma, 1997, 75(3-4): 183-201.
|
[91] |
Verstraete S, Van Meirvenne M. A multi-stage sampling strategy for the delineation of soil pollution in a contaminated brownfield[J]. Environmental Pollution, 2008, 154(2): 184-191.
|
[92] |
Van Groenigen J W, Stein A, Zuurbier R. Optimization of environmental sampling using interactive GIS[J]. Soil Technology, 1997, 10(2): 83-97.
|
[93] |
谢云峰,曹云者,杜晓明,等. 土壤污染调查加密布点优化方法构建及验证[J]. 环境科学学报,2016,36(3):981-989. Xie Yunfeng, Cao Yunzhe, Du Xiaoming, et al. Development and validation of a sampling design optimization procedure for detailed soil pollution investigation[J]. Acta Scientiae Circumstantiae, 2016, 36(3): 981-989. (in Chinese with English abstract)
|
[94] |
Malherbe L. Designing a contaminated soil sampling strategy for human health risk assessment[J]. Accreditation and Quality Assurance, 2002, 7(5): 189-194.
|
[95] |
Bosman R, Lamé F. In: Bosman R, Arendt F (eds) Altlastensanierung '90. WJ van den Brink[C]. Karlsruhe, Bundesrepublik Deutschland, 1990.
|
[96] |
Hortensius D, Bosman R, Harmsen J, et al. In: Bosman R, ArendtF (eds). Altlastensanierung '90. WJ van den Brink[C]. Karlsruhe, Bundesrepublik Deutschland, 1990.
|
[97] |
Hsiao C K, Juang K W, Lee D Y. Estimating the second-stage sample size and the most probable number of hot spots from a first-stage sample of heavy-metal contaminated soil[J]. Geoderma, 2000, 95(1-2): 73-88.
|
[98] |
Tenenbein A. A double sampling scheme for estimating from binomial data with misclassifications: Sample size determination[J]. Biometrics, 1971, 27(4): 935-944.
|
[99] |
Gilbert R O. Statistical Methods for Environmental Pollution Monitoring[M]. UK, John Wiley & Sons, 1987.
|
[100] |
Norberg T, Rosén L. Calculating the optimal number of contaminant samples by means of data worth analysis[J]. Environmetrics, 2006, 17(7): 705-719.
|
[101] |
Back P E. A model for estimating the value of sampling programs and the optimal number of samples for contaminated soil[J]. Environmental Geology, 2007, 52(3): 573-585.
|
[102] |
AS 4482. 2-1999, Guide to the investigation and sampling of sites with potentially contaminated soil, part 1: volatile substances[S].
|
[103] |
SAA-AS-4482. 1, Guide to the investigation and sampling of sites with potentially contaminated soil, part 1: non-volatile and semi-volatile compounds[S].
|
[104] |
New Zealand Government. Contaminated Land Management Guidelines No. 5: Site Investigation and Analysis of Soils[M]. New Zealand Government-Ministry for the Environment, 2003.
|
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[10] | Shi Weidong. Research on Device Model of Axial Flow Pump on Yanguan Xiahe Pump Station in Zhejiang Province[J]. Transactions of the Chinese Society of Agricultural Engineering (Transactions of the CSAE), 1999, 15(2): 85-89. |
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