IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v9y2017i6p986-d100795.html
   My bibliography  Save this article

Measuring Spatial Distribution Characteristics of Heavy Metal Contaminations in a Network-Constrained Environment: A Case Study in River Network of Daye, China

Author

Listed:
  • Zhensheng Wang

    (Shenzhen Key Laboratory of Spatial Smart Sensing and Services, College of Civil Engineering, Shenzhen University, Shenzhen 518060, China
    Key Laboratory for Geo-Environmental Monitoring of Coastal Zone of the National Administration of Surveying, Mapping and GeoInformation, Shenzhen University, Shenzhen 518060, China
    College of Information Engineering, Shenzhen University, Shenzhen 518060, China
    Key Laboratory of Urban Land Resources Monitoring and Simulation, Ministry of Land and Resources, Shenzhen 518034, China)

  • Ke Nie

    (Key Laboratory of Urban Land Resources Monitoring and Simulation, Ministry of Land and Resources, Shenzhen 518034, China)

Abstract

Measuring the spatial distribution of heavy metal contaminants is the basis of pollution evaluation and risk control. Considering the cost of soil sampling and analysis, spatial interpolation methods have been widely applied to estimate the heavy metal concentrations at unsampled locations. However, traditional spatial interpolation methods assume the sample sites can be located stochastically on a plane and the spatial association between sample locations is analyzed using Euclidean distances, which may lead to biased conclusions in some circumstances. This study aims to analyze the spatial distribution characteristics of copper and lead contamination in river sediments of Daye using network spatial analysis methods. The results demonstrate that network inverse distance weighted interpolation methods are more accurate than planar interpolation methods. Furthermore, the method named local indicators of network-constrained clusters based on local Moran’ I statistic (ILINCS) is applied to explore the local spatial patterns of copper and lead pollution in river sediments, which is helpful for identifying the contaminated areas and assessing heavy metal pollution of Daye.

Suggested Citation

  • Zhensheng Wang & Ke Nie, 2017. "Measuring Spatial Distribution Characteristics of Heavy Metal Contaminations in a Network-Constrained Environment: A Case Study in River Network of Daye, China," Sustainability, MDPI, vol. 9(6), pages 1-11, June.
    • Handle: RePEc:gam:jsusta:v:9:y:2017:i:6:p:986-:d:100795
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/9/6/986/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2071-1050/9/6/986/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Jiahui Fan & Ya Wang & Zhen Zhou & Nanshan You & Jijun Meng, 2016. "Dynamic Ecological Risk Assessment and Management of Land Use in the Middle Reaches of the Heihe River Based on Landscape Patterns and Spatial Statistics," Sustainability, MDPI, vol. 8(6), pages 1-15, June.
    2. Yingru Li & Huixuan Li & Zhongwei Liu & Changhong Miao, 2016. "Spatial Assessment of Cancer Incidences and the Risks of Industrial Wastewater Emission in China," Sustainability, MDPI, vol. 8(5), pages 1-19, May.
    3. Jaeseok Her & Sungjin Park & Jae Seung Lee, 2016. "The Effects of Bus Ridership on Airborne Particulate Matter (PM10) Concentrations," Sustainability, MDPI, vol. 8(7), pages 1-14, July.
    4. Hui Hu & Qian Jin & Philip Kavan, 2014. "A Study of Heavy Metal Pollution in China: Current Status, Pollution-Control Policies and Countermeasures," Sustainability, MDPI, vol. 6(9), pages 1-19, September.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Ping-Huan Kuo & Hsin-Chuan Chen & Chiou-Jye Huang, 2018. "Solar Radiation Estimation Algorithm and Field Verification in Taiwan," Energies, MDPI, vol. 11(6), pages 1-12, May.
    2. Xuedong Li & Yunhui Liu & Yajuan Chen & Pengyao Li & Zhenrong Yu, 2019. "Village Regrouping in the Eastern Plains of China: A Perspective on Home-Field Distance," Sustainability, MDPI, vol. 11(6), pages 1-17, March.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Ramesh Chandra Das & Tonmoy Chatterjee & Enrico Ivaldi, 2022. "Nexus between Housing Price and Magnitude of Pollution: Evidence from the Panel of Some High- and-Low Polluting Cities of the World," Sustainability, MDPI, vol. 14(15), pages 1-18, July.
    2. Guoqiang Qiu & Yinghong Wang & Shanshan Guo & Qian Niu & Lin Qin & Di Zhu & Yunlong Gong, 2022. "Assessment and Spatial-Temporal Evolution Analysis of Land Use Conflict within Urban Spatial Zoning: Case of the Su-Xi-Chang Region," Sustainability, MDPI, vol. 14(4), pages 1-18, February.
    3. Sana Khalid & Muhammad Shahid & Natasha & Irshad Bibi & Tania Sarwar & Ali Haidar Shah & Nabeel Khan Niazi, 2018. "A Review of Environmental Contamination and Health Risk Assessment of Wastewater Use for Crop Irrigation with a Focus on Low and High-Income Countries," IJERPH, MDPI, vol. 15(5), pages 1-36, May.
    4. Di Liu & Xiaoying Liang & Hai Chen & Hang Zhang & Nanzhao Mao, 2018. "A Quantitative Assessment of Comprehensive Ecological Risk for a Loess Erosion Gully: A Case Study of Dujiashi Gully, Northern Shaanxi Province, China," Sustainability, MDPI, vol. 10(9), pages 1-16, September.
    5. Zhou Li & Hong Su & Li Wang & Danbiao Hu & Lijun Zhang & Jian Fang & Micong Jin & Samuel Selorm Fiati Kenston & Xin Song & Hongbo Shi & Jinshun Zhao & Guochuan Mao, 2018. "Epidemiological Study on Metal Pollution of Ningbo in China," IJERPH, MDPI, vol. 15(3), pages 1-14, February.
    6. Yanyan Jia & Xiaolan Tang & Wei Liu, 2020. "Spatial–Temporal Evolution and Correlation Analysis of Ecosystem Service Value and Landscape Ecological Risk in Wuhu City," Sustainability, MDPI, vol. 12(7), pages 1-17, April.
    7. Haojun Xiong & Haozhi Hu & Pingyang Han & Min Wang, 2023. "Integrating Landscape Ecological Risks and Ecosystem Service Values into the Ecological Security Pattern Identification of Wuhan Urban Agglomeration," IJERPH, MDPI, vol. 20(4), pages 1-21, February.
    8. Shuncun Zhang & Tao Wang & Hao Wang & Qiangqiang Kang & Qian Zhou & Bo Chen, 2022. "Spatial Pattern, Sources Identification, and Risk Assessment of Heavy Metals in a Typical Soda Soil from Bayannur, Northwestern China," IJERPH, MDPI, vol. 19(21), pages 1-16, October.
    9. Yinzhong Ning & Xinmu Zhang & Binzhe Li & Yajing Wang & Jingheng Guo, 2019. "Distribution of Cd and Cu Fractions in Chinese Soils and Their Relationships with Soil pH: A Meta-Analysis," Sustainability, MDPI, vol. 11(2), pages 1-11, January.
    10. Dongchuan Wang & Hua Chai & Zhiheng Wang & Kangjian Wang & Hongyi Wang & Hui Long & Jianshe Gao & Aoze Wei & Sirun Wang, 2022. "Dynamic Monitoring and Ecological Risk Analysis of Lake Inundation Areas in Tibetan Plateau," Sustainability, MDPI, vol. 14(20), pages 1-20, October.
    11. Zhengsong Lin & Xinyue Ye & Qian Wei & Fan Xin & Zhang Lu & Sonali Kudva & Qiwen Dai, 2017. "Ecosystem Services Value Assessment and Uneven Development of the Qingjiang River Basin in China," Sustainability, MDPI, vol. 9(12), pages 1-17, December.
    12. Weixin Yang & Lingguang Li, 2017. "Analysis of Total Factor Efficiency of Water Resource and Energy in China: A Study Based on DEA-SBM Model," Sustainability, MDPI, vol. 9(8), pages 1-21, July.
    13. He Gao & Wei Song, 2022. "Assessing the Landscape Ecological Risks of Land-Use Change," IJERPH, MDPI, vol. 19(21), pages 1-25, October.
    14. Xianning Wang & Zhengang Ma & Jiusheng Chen & Jingrong Dong, 2023. "Can Regional Eco-Efficiency Forecast the Changes in Local Public Health: Evidence Based on Statistical Learning in China," IJERPH, MDPI, vol. 20(2), pages 1-19, January.
    15. Zihui Li & Kangwen Zhu & Dan Song & Dongjie Guan & Jiameng Cao & Xiangyuan Su & Yanjun Zhang & Ya Zhang & Yong Ba & Haoyu Wang, 2023. "Analysis of Spatial Relationship Based on Ecosystem Services and Ecological Risk Index in the Counties of Chongqing," Land, MDPI, vol. 12(10), pages 1-19, September.
    16. Lingyu Meng & Rongjin Yang & Meiying Sun & Le Zhang & Xiuhong Li, 2023. "Regional Sustainable Strategy Based on the Coordination of Ecological Security and Economic Development in Yunnan Province, China," Sustainability, MDPI, vol. 15(9), pages 1-20, May.
    17. Yun Liu & Weiheng Xu & Zehu Hong & Leiguang Wang & Guanglong Ou & Ning Lu, 2022. "Assessment of Spatial-Temporal Changes of Landscape Ecological Risk in Xishuangbanna, China from 1990 to 2019," Sustainability, MDPI, vol. 14(17), pages 1-17, August.
    18. Jingwen Tang & Liyuan Chai & Huan Li & Zhihui Yang & Weichun Yang, 2018. "A 10-Year Statistical Analysis of Heavy Metals in River and Sediment in Hengyang Segment, Xiangjiang River Basin, China," Sustainability, MDPI, vol. 10(4), pages 1-28, April.
    19. Sneha Gautam & Aditya Kumar Patra & Prashant Kumar, 2019. "Status and chemical characteristics of ambient PM2.5 pollutions in China: a review," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 21(4), pages 1649-1674, August.
    20. Songlin Zhang & Yuan Liu & Yujing Yang & Xilu Ni & Muhammad Arif & Wokadala Charles & Changxiao Li, 2020. "Trace Elements in Soils of a Typical Industrial District in Ningxia, Northwest China: Pollution, Source, and Risk Evaluation," Sustainability, MDPI, vol. 12(5), pages 1-13, March.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jsusta:v:9:y:2017:i:6:p:986-:d:100795. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.