Study on Spatial Characteristics and Load of Urban Non-Point Source Pollution Based on Geostatistical Model

Sheng Xie; Kai Yang; Yong Peng Lyu; Chen Zhang; Yue Che; Lei Ding

doi:10.1061/9780784481042.016

Study on Spatial Characteristics and Load of Urban Non-Point Source Pollution Based on Geostatistical Model

Sheng Xie
, Kai Yang
, Yong Peng Lyu
, Chen Zhang
, Yue Che
, Lei Ding

生态与环境科学学院

Shanghai Municipal Engineering Design General Institute
East China Normal University

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

摘要

The study utilized a geostatistical model to run a spatial simulation and interpolated with site mean concentration (SMC) precisely and calculated the load of suspended solid (SS) by rasterizing the interpolation layer. The results show that (a) non-point source (NPS) pollution at Lingang New City is under a high level, and the mean of PSS, PCOD, PTP, and PNH4+ (P is pollution index of single factor) is 9.61, 2.45, 2.77, 3.07, respectively, while the maximum of PSS is 40.29; (b) the theoretical semi-variance model for SMCSS is Gaussian model and spatial structure proportion C0/(C0+C) is 0.144, indicating that SMCSS is strongly spatial-correlated to the study area; (c) the load of SS of NPS pollution is 1012.29t/a, within which 97.39% of the pollution load is from road of effective impervious surface (EIA); and (d) some adaptive management strategies are proposed to control local NPS pollution, including low impact development (LID) practices, reusing runoff from roof of EIA.

源语言	英语
主期刊名	International Low Impact Development Conference China 2016
主期刊副标题	LID Applications in Sponge City Projects - Proceedings of the International Low Impact Development Conference China 2016
编辑	Haifeng Jia, Shaw L. Yu, Robert Traver, Huapeng Qin, Junqi Li, Mike Clar
出版商	American Society of Civil Engineers (ASCE)
页	137-151
页数	15
ISBN（电子版）	9780784481042
DOI	https://doi.org/10.1061/9780784481042.016
出版状态	已出版 - 2017
活动	International Low Impact Development Conference China 2016: LID Applications in Sponge City Projects - Beijing, 中国期限: 26 6月 2016 → 29 6月 2016

出版系列

姓名	International Low Impact Development Conference China 2016: LID Applications in Sponge City Projects - Proceedings of the International Low Impact Development Conference China 2016

会议

会议	International Low Impact Development Conference China 2016: LID Applications in Sponge City Projects
国家/地区	中国
市	Beijing
时期	26/06/16 → 29/06/16

联合国可持续发展目标

此成果有助于实现下列可持续发展目标：

可持续发展目标 11 可持续城市和社区

访问文件

10.1061/9780784481042.016

其它文件与链接

链接到 Scopus 的出版物

引用此

Xie, S., Yang, K., Lyu, Y. P., Zhang, C., Che, Y., & Ding, L. (2017). Study on Spatial Characteristics and Load of Urban Non-Point Source Pollution Based on Geostatistical Model. 在 H. Jia, S. L. Yu, R. Traver, H. Qin, J. Li, & M. Clar (编辑), International Low Impact Development Conference China 2016: LID Applications in Sponge City Projects - Proceedings of the International Low Impact Development Conference China 2016 (页码 137-151). (International Low Impact Development Conference China 2016: LID Applications in Sponge City Projects - Proceedings of the International Low Impact Development Conference China 2016). American Society of Civil Engineers (ASCE). https://doi.org/10.1061/9780784481042.016

Xie, Sheng ; Yang, Kai ; Lyu, Yong Peng 等. / Study on Spatial Characteristics and Load of Urban Non-Point Source Pollution Based on Geostatistical Model. International Low Impact Development Conference China 2016: LID Applications in Sponge City Projects - Proceedings of the International Low Impact Development Conference China 2016. 编辑 / Haifeng Jia ; Shaw L. Yu ; Robert Traver ; Huapeng Qin ; Junqi Li ; Mike Clar. American Society of Civil Engineers (ASCE), 2017. 页码 137-151 (International Low Impact Development Conference China 2016: LID Applications in Sponge City Projects - Proceedings of the International Low Impact Development Conference China 2016).

@inproceedings{7eab4d1de9424930a592b8fd111d76f9,

title = "Study on Spatial Characteristics and Load of Urban Non-Point Source Pollution Based on Geostatistical Model",

abstract = "The study utilized a geostatistical model to run a spatial simulation and interpolated with site mean concentration (SMC) precisely and calculated the load of suspended solid (SS) by rasterizing the interpolation layer. The results show that (a) non-point source (NPS) pollution at Lingang New City is under a high level, and the mean of PSS, PCOD, PTP, and PNH4+ (P is pollution index of single factor) is 9.61, 2.45, 2.77, 3.07, respectively, while the maximum of PSS is 40.29; (b) the theoretical semi-variance model for SMCSS is Gaussian model and spatial structure proportion C0/(C0+C) is 0.144, indicating that SMCSS is strongly spatial-correlated to the study area; (c) the load of SS of NPS pollution is 1012.29t/a, within which 97.39\% of the pollution load is from road of effective impervious surface (EIA); and (d) some adaptive management strategies are proposed to control local NPS pollution, including low impact development (LID) practices, reusing runoff from roof of EIA.",

keywords = "effective impervious area, geostatistical model, non-point pollution, practice of Low Impact Development",

author = "Sheng Xie and Kai Yang and Lyu, \{Yong Peng\} and Chen Zhang and Yue Che and Lei Ding",

note = "Publisher Copyright: {\textcopyright} 2017 American Society of Civil Engineers.; International Low Impact Development Conference China 2016: LID Applications in Sponge City Projects ; Conference date: 26-06-2016 Through 29-06-2016",

year = "2017",

doi = "10.1061/9780784481042.016",

language = "英语",

series = "International Low Impact Development Conference China 2016: LID Applications in Sponge City Projects - Proceedings of the International Low Impact Development Conference China 2016",

publisher = "American Society of Civil Engineers (ASCE)",

pages = "137--151",

editor = "Haifeng Jia and Yu, \{Shaw L.\} and Robert Traver and Huapeng Qin and Junqi Li and Mike Clar",

booktitle = "International Low Impact Development Conference China 2016",

address = "美国",

}

Xie, S, Yang, K, Lyu, YP, Zhang, C, Che, Y & Ding, L 2017, Study on Spatial Characteristics and Load of Urban Non-Point Source Pollution Based on Geostatistical Model. 在 H Jia, SL Yu, R Traver, H Qin, J Li & M Clar (编辑), International Low Impact Development Conference China 2016: LID Applications in Sponge City Projects - Proceedings of the International Low Impact Development Conference China 2016. International Low Impact Development Conference China 2016: LID Applications in Sponge City Projects - Proceedings of the International Low Impact Development Conference China 2016, American Society of Civil Engineers (ASCE), 页码 137-151, International Low Impact Development Conference China 2016: LID Applications in Sponge City Projects, Beijing, 中国, 26/06/16. https://doi.org/10.1061/9780784481042.016

Study on Spatial Characteristics and Load of Urban Non-Point Source Pollution Based on Geostatistical Model. / Xie, Sheng; Yang, Kai; Lyu, Yong Peng 等.
International Low Impact Development Conference China 2016: LID Applications in Sponge City Projects - Proceedings of the International Low Impact Development Conference China 2016. 编辑 / Haifeng Jia; Shaw L. Yu; Robert Traver; Huapeng Qin; Junqi Li; Mike Clar. American Society of Civil Engineers (ASCE), 2017. 页码 137-151 (International Low Impact Development Conference China 2016: LID Applications in Sponge City Projects - Proceedings of the International Low Impact Development Conference China 2016).

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

TY - GEN

T1 - Study on Spatial Characteristics and Load of Urban Non-Point Source Pollution Based on Geostatistical Model

AU - Xie, Sheng

AU - Yang, Kai

AU - Lyu, Yong Peng

AU - Zhang, Chen

AU - Che, Yue

AU - Ding, Lei

PY - 2017

Y1 - 2017

N2 - The study utilized a geostatistical model to run a spatial simulation and interpolated with site mean concentration (SMC) precisely and calculated the load of suspended solid (SS) by rasterizing the interpolation layer. The results show that (a) non-point source (NPS) pollution at Lingang New City is under a high level, and the mean of PSS, PCOD, PTP, and PNH4+ (P is pollution index of single factor) is 9.61, 2.45, 2.77, 3.07, respectively, while the maximum of PSS is 40.29; (b) the theoretical semi-variance model for SMCSS is Gaussian model and spatial structure proportion C0/(C0+C) is 0.144, indicating that SMCSS is strongly spatial-correlated to the study area; (c) the load of SS of NPS pollution is 1012.29t/a, within which 97.39% of the pollution load is from road of effective impervious surface (EIA); and (d) some adaptive management strategies are proposed to control local NPS pollution, including low impact development (LID) practices, reusing runoff from roof of EIA.

AB - The study utilized a geostatistical model to run a spatial simulation and interpolated with site mean concentration (SMC) precisely and calculated the load of suspended solid (SS) by rasterizing the interpolation layer. The results show that (a) non-point source (NPS) pollution at Lingang New City is under a high level, and the mean of PSS, PCOD, PTP, and PNH4+ (P is pollution index of single factor) is 9.61, 2.45, 2.77, 3.07, respectively, while the maximum of PSS is 40.29; (b) the theoretical semi-variance model for SMCSS is Gaussian model and spatial structure proportion C0/(C0+C) is 0.144, indicating that SMCSS is strongly spatial-correlated to the study area; (c) the load of SS of NPS pollution is 1012.29t/a, within which 97.39% of the pollution load is from road of effective impervious surface (EIA); and (d) some adaptive management strategies are proposed to control local NPS pollution, including low impact development (LID) practices, reusing runoff from roof of EIA.

KW - effective impervious area

KW - geostatistical model

KW - non-point pollution

KW - practice of Low Impact Development

UR - https://www.scopus.com/pages/publications/85136808799

U2 - 10.1061/9780784481042.016

DO - 10.1061/9780784481042.016

M3 - 会议稿件

AN - SCOPUS:85136808799

T3 - International Low Impact Development Conference China 2016: LID Applications in Sponge City Projects - Proceedings of the International Low Impact Development Conference China 2016

SP - 137

EP - 151

BT - International Low Impact Development Conference China 2016

A2 - Jia, Haifeng

A2 - Yu, Shaw L.

A2 - Traver, Robert

A2 - Qin, Huapeng

A2 - Li, Junqi

A2 - Clar, Mike

PB - American Society of Civil Engineers (ASCE)

T2 - International Low Impact Development Conference China 2016: LID Applications in Sponge City Projects

Y2 - 26 June 2016 through 29 June 2016

ER -

Xie S, Yang K, Lyu YP, Zhang C, Che Y, Ding L. Study on Spatial Characteristics and Load of Urban Non-Point Source Pollution Based on Geostatistical Model. 在 Jia H, Yu SL, Traver R, Qin H, Li J, Clar M, 编辑, International Low Impact Development Conference China 2016: LID Applications in Sponge City Projects - Proceedings of the International Low Impact Development Conference China 2016. American Society of Civil Engineers (ASCE). 2017. 页码 137-151. (International Low Impact Development Conference China 2016: LID Applications in Sponge City Projects - Proceedings of the International Low Impact Development Conference China 2016). doi: 10.1061/9780784481042.016

Study on Spatial Characteristics and Load of Urban Non-Point Source Pollution Based on Geostatistical Model

摘要

出版系列

会议

联合国可持续发展目标

访问文件

其它文件与链接

指纹

引用此