A land use-based spatial analysis method for human health risk assessment of heavy metals in soil and its application in Zhuzhou City, Hunan Province, China

Zhen-xing Wang , Qing-wei Guo , Zhi-hui Yang , Guo-qing Sun , Wan-sheng Ye , Xi-bang Hu

Journal of Central South University ›› 2016, Vol. 23 ›› Issue (8) : 1915 -1923.

PDF
Journal of Central South University ›› 2016, Vol. 23 ›› Issue (8) : 1915 -1923. DOI: 10.1007/s11771-016-3247-1
Materials, Metallurgy, Chemical and Environmental Engineering

A land use-based spatial analysis method for human health risk assessment of heavy metals in soil and its application in Zhuzhou City, Hunan Province, China

Author information +
History +
PDF

Abstract

A land use- and geographical information system-based framework was presented for potential human health risk analysis using soil sampling data obtained in Zhuzhou City, Hunan Province, China. The results show that heavy metal content in soil significantly differs among different land use types. In total, 8.3% of the study area has a hazard index (HI) above the threshold of 1.0. High HIs are recorded mainly for industrial areas. Arsenic (>87%) and the soil ingestion pathway (about 76%) contribute most to the HI. The mean standardized error and root-mean-square standardized error data indicate that the land use-based simulation method provides more accurate estimates than the classic method, which applies only geostatistical analysis to entire study area and disregards land use information. The findings not only highlight the significance of industrial land use, arsenic and the soil ingestion exposure pathway, but also indicate that evaluating different land use-types can spatially identify areas of greater concern for human health and better identify health risks.

Keywords

soil / heavy metal / health risk / land use / geographic information system (GIS)

Cite this article

Download citation ▾
Zhen-xing Wang, Qing-wei Guo, Zhi-hui Yang, Guo-qing Sun, Wan-sheng Ye, Xi-bang Hu. A land use-based spatial analysis method for human health risk assessment of heavy metals in soil and its application in Zhuzhou City, Hunan Province, China. Journal of Central South University, 2016, 23(8): 1915-1923 DOI:10.1007/s11771-016-3247-1

登录浏览全文

4963

注册一个新账户 忘记密码

References

[1]

WeiB-g, YangL-sheng. A review of heavy metal contaminations in urban soils, urban road dusts and agricultural soils from China [J]. Microchemical Journal, 2010, 94(2): 99-107

[2]

KomnitsasK, ModisK. Geostatistical risk estimation at waste disposal sites in the presence of hot spots [J]. Journal of Hazardous Materials, 2009, 164(1/2): 1185-1190

[3]

SunY-b, ZhouQ-x, XieX-k, LiuRui. Spatial, sources and risk assessment of heavy metal contamination of urban soils in typical regions of Shenyang, China [J]. Journal of Hazardous Materials, 2010, 174(1/2/3): 455-462

[4]

JuangK-w, ChenY S, LeeD Y. Using sequential indicator simulation to assess the uncertainty of delineating heavy-metal contaminated soils [J].. Environmental Pollution, 2004, 127(2): 229-238

[5]

YangP-g, MaoR-z, ShaoH-b, GaoY-feng. An investigation on the distribution of eight hazardous heavy metals in the suburban farmland of China [J]. Journal of Hazardous Materials, 2009, 167(1/2/3): 1246-1251

[6]

ChaiL-y, WangZ-x, WangY-y, YangZ-h, WangH-y, WuXie. Ingestion risks of metals in groundwater based on TIN model and dose-response assessment-A case study in the Xiangjiang watershed, central-south China [J].. Science of The Total Environment, 2010, 408(16): 3118-3124

[7]

GoovaertsP. Geostatistics in soil science: State-of-the-art and perspectives [J]. Geoderma, 1999, 89(1/2): 1-45

[8]

GoovaertsP. Geostatistical modelling of uncertainty in soil science [J]. Geoderma, 2001, 103(1/2): 3-26

[9]

ZhaoY-c, ShiX-z, YuD-s, WangH-j, SunW-xia. Uncertainty assessment of spatial patterns of soil organic carbon density using sequential indicator simulation, a case study of Hebei province, China [J].. Chemosphere, 2005, 59(11): 1527-1535

[10]

PoggioL, VršcajB, HepperleE, SchulinR, MarsanF A. Introducing a method of human health risk evaluation for planning and soil quality management of heavy metal-polluted soils-An example from Grugliasco (Italy) [J]. Landscape and Urban Planning, 2008, 88(2/3/4): 64-72

[11]

LuoW, LuY-l, JohnPG, WangT-y, ShiY-j, WangG, XingYing. Effects of land use on concentrations of metals in surface soils and ecological risk around Guanting Reservoir, China [J].. Environmental Geochemistry and Health, 2007, 29(6): 459-471

[12]

LahrJ, KooistraL. Environmental risk mapping of pollutants: State of the art and communication aspects [J].. Science of the Total Environment, 2009, 408(18): 3899-3907

[13]

RobertoV, MauraC, GuidoM, DomenicaA, SerenellaS, AntonioF, MarcoV. GIS-based system for surface water risk assessment of agricultural chemicals—1. Methodological approach [J]. Environmental Science & Technology, 2002, 36(2): 1532-1538

[14]

NuckolsJ R, WardM H, JarupL. Using geographic information systems for exposure assessment in environmental epidemiology studies [J].. Environmental Health Perspectives, 2004, 112(9): 1007-1015

[15]

BrusD J, LiZ B, SongJ, KoopmansG F, TemminghoffE J M, YinX B, YaoC X, ZhangH B, LuoY M, JapengaJ. Predictions of spatially averaged cadmium contents in rice grains in the Fuyang valley, PR China [J].. Journal of Environmental Quality, 2009, 38(3): 1126-1136

[16]

WangZ-x, ChaiL-y, YangZ-h, WangY-yan. Identifying sources and assessing potential risk of heavy metals in soils from direct exposure to children in a mine impacted city, Changsha, China [J].. Journal of Environmental Quality, 2010, 39(5): 1616-1623

[17]

WangZ-x, ChaiL-y, YangZ-h, HuangS-h, ZhengYu. Environmental impact and site-specific human health risks of chromium in the vicinity of a ferro-alloy manufactory, China [J]. Journal of Hazardous Materials, 2011, 190(1/2/3): 980-985

[18]

NBSC (National Bureau of Statistics of China), National Bureau of Statistics of China [EB/OL]. [2015-10-03], http://www.stats.gov.cn/ was40/gjtjj_outline.jsp.

[19]

LiPeiZhuzhou almanac [M], 200732-33

[20]

WangH-yan. Assessment and prediction of overall environmental quality of Zhuzhou City, Hunan Province, China [J].. Journal of Environmental Management, 2002, 66(3): 329-340

[21]

ChenM, LiX-m, YangQi. Total concentrations and speciation of heavy metals in municipal sludge from Changsha, Zhuzhou and Xiangtan in middle-south region of China [J]. Journal of Hazardous Materials, 2008, 160(2/3): 324-329

[22]

MEP (Ministry of environmental protection of the people’s republic of China), The Technical Specification for soil Environmental monitoring (HJ/T 166-2004) [EB/OL]. [2015-10-03]. http://www.mep.gov.cn/pv_obj_cache/pv_obj_id_C5B40157F2296EA55F92DFDF745FDF68DB130300/filename/5406.pdf.

[23]

USEPA.User's Guide [EB/OL]. [2015-10-03]. http://www.epa.gov/reg3hwmd/risk/human/rb-concentration_table/usersguide.htm.

[24]

HoughRL, BrewardN, YoungS D, CroutN M J, TyeA M, MoirA M, ThorntonI. Assessing potential risk of heavy metal exposure from consumption of home-produced vegetables by urban populations [J].. Environmental Health Perspectives, 2004, 112(2): 215-221

[25]

USEPA.Integrated Risk Information System (IRIS). [2015-10-03]. http://www.epa.gov/ncea/iris/index.html

[26]

PangL, BrauwA, RozelleSWorking until dropping: Employment behavior of the elderly in rural China [D], 2004

[27]

Ministry of Health.Yearbook of Chinese health statistics [M], 200719-21

[28]

SaitoH, GoovaertsP. Geostatistical interpolation of positively skewed and censored data in a dioxin-contaminated site [J].. Environmental Science & Technology, 2000, 34(5): 4228-4235

[29]

DavisB M. Uses and abuses of cross-validation in geostatistics [J].. Mathematical Geology, 1987, 19(3): 241-248

[30]

WebsterR, OliverM AGeostatistics for environmental scientists [M], 200726-28

[31]

PeuckerT K, FowlerR J, LittleJ J, MarkD MThe triangulated irregular network [M], 197843-44

[32]

BoothB, BrattSUsing ArcGIS 3D analyst [M], 20029-10

[33]

WackernagelHMultivariate geostatistics: an introduction with applications [M], 20036-7

AI Summary AI Mindmap
PDF

92

Accesses

0

Citation

Detail

Sections
Recommended

AI思维导图

/