Land use/cover change in mining areas using multi-source remotely sensed imagery

Peijun Du; Huapeng Zhang; Pei Liu; Kun Tan; Zuoxia Yin

doi:10.1109/MULTITEMP.2007.4293074

Land use/cover change in mining areas using multi-source remotely sensed imagery

Peijun Du^*
, Huapeng Zhang
, Pei Liu
, Kun Tan
, Zuoxia Yin

^*此作品的通讯作者

China University of Mining and Technology
University of Nottingham

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

4 引用（Scopus）

摘要

This paper assessed the advantages of monitoring and analyzing Land Use/Cover Change (LUCC) in mining areas via multi-source remotely sensed data. Comparing with the traditional and object-oriented classification methods, the support vector machine classifier is used to land cover classification based on Landsat TM/ETM+ and ASTER data. The landscape pattern indices on patch/class and landscape metrics are chosen to analyze and assess LUCC in mining areas and the land cover changes are derived. Finally, a framework of integrating multi-source and multi-temporal RS information for LUCC in mining areas is proposed.

源语言	英语
主期刊名	Proceedings of MultiTemp 2007 - 2007 International Workshop on the Analysis of Multi-Temporal Remote Sensing Images
DOI	https://doi.org/10.1109/MULTITEMP.2007.4293074
出版状态	已出版 - 2007
已对外发布	是
活动	2007 International Workshop on the Analysis of Multi-Temporal Remote Sensing Images, MultiTemp 2007 - Leuven, 比利时期限: 18 7月 2007 → 20 7月 2007

出版系列

姓名	Proceedings of MultiTemp 2007 - 2007 International Workshop on the Analysis of Multi-Temporal Remote Sensing Images

会议

会议	2007 International Workshop on the Analysis of Multi-Temporal Remote Sensing Images, MultiTemp 2007
国家/地区	比利时
市	Leuven
时期	18/07/07 → 20/07/07

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 15 陆地生物

访问文件

10.1109/MULTITEMP.2007.4293074

其它文件与链接

链接到 Scopus 的出版物

引用此

Du, P., Zhang, H., Liu, P., Tan, K., & Yin, Z. (2007). Land use/cover change in mining areas using multi-source remotely sensed imagery. 在 Proceedings of MultiTemp 2007 - 2007 International Workshop on the Analysis of Multi-Temporal Remote Sensing Images 文章 4293074 (Proceedings of MultiTemp 2007 - 2007 International Workshop on the Analysis of Multi-Temporal Remote Sensing Images). https://doi.org/10.1109/MULTITEMP.2007.4293074

@inproceedings{05ba2e37da2644308a5766a550a558cf,

title = "Land use/cover change in mining areas using multi-source remotely sensed imagery",

abstract = "This paper assessed the advantages of monitoring and analyzing Land Use/Cover Change (LUCC) in mining areas via multi-source remotely sensed data. Comparing with the traditional and object-oriented classification methods, the support vector machine classifier is used to land cover classification based on Landsat TM/ETM+ and ASTER data. The landscape pattern indices on patch/class and landscape metrics are chosen to analyze and assess LUCC in mining areas and the land cover changes are derived. Finally, a framework of integrating multi-source and multi-temporal RS information for LUCC in mining areas is proposed.",

keywords = "Change vector analysis, Classification, Land Use/Cover Change (LUCC), Landscape pattern index, Mining areas",

author = "Peijun Du and Huapeng Zhang and Pei Liu and Kun Tan and Zuoxia Yin",

year = "2007",

doi = "10.1109/MULTITEMP.2007.4293074",

language = "英语",

isbn = "1424408466",

series = "Proceedings of MultiTemp 2007 - 2007 International Workshop on the Analysis of Multi-Temporal Remote Sensing Images",

booktitle = "Proceedings of MultiTemp 2007 - 2007 International Workshop on the Analysis of Multi-Temporal Remote Sensing Images",

note = "2007 International Workshop on the Analysis of Multi-Temporal Remote Sensing Images, MultiTemp 2007 ; Conference date: 18-07-2007 Through 20-07-2007",

}

Du, P, Zhang, H, Liu, P, Tan, K & Yin, Z 2007, Land use/cover change in mining areas using multi-source remotely sensed imagery. 在 Proceedings of MultiTemp 2007 - 2007 International Workshop on the Analysis of Multi-Temporal Remote Sensing Images., 4293074, Proceedings of MultiTemp 2007 - 2007 International Workshop on the Analysis of Multi-Temporal Remote Sensing Images, 2007 International Workshop on the Analysis of Multi-Temporal Remote Sensing Images, MultiTemp 2007, Leuven, 比利时, 18/07/07. https://doi.org/10.1109/MULTITEMP.2007.4293074

Land use/cover change in mining areas using multi-source remotely sensed imagery. / Du, Peijun; Zhang, Huapeng; Liu, Pei 等.
Proceedings of MultiTemp 2007 - 2007 International Workshop on the Analysis of Multi-Temporal Remote Sensing Images. 2007. 4293074 (Proceedings of MultiTemp 2007 - 2007 International Workshop on the Analysis of Multi-Temporal Remote Sensing Images).

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

TY - GEN

T1 - Land use/cover change in mining areas using multi-source remotely sensed imagery

AU - Du, Peijun

AU - Zhang, Huapeng

AU - Liu, Pei

AU - Tan, Kun

AU - Yin, Zuoxia

PY - 2007

Y1 - 2007

N2 - This paper assessed the advantages of monitoring and analyzing Land Use/Cover Change (LUCC) in mining areas via multi-source remotely sensed data. Comparing with the traditional and object-oriented classification methods, the support vector machine classifier is used to land cover classification based on Landsat TM/ETM+ and ASTER data. The landscape pattern indices on patch/class and landscape metrics are chosen to analyze and assess LUCC in mining areas and the land cover changes are derived. Finally, a framework of integrating multi-source and multi-temporal RS information for LUCC in mining areas is proposed.

AB - This paper assessed the advantages of monitoring and analyzing Land Use/Cover Change (LUCC) in mining areas via multi-source remotely sensed data. Comparing with the traditional and object-oriented classification methods, the support vector machine classifier is used to land cover classification based on Landsat TM/ETM+ and ASTER data. The landscape pattern indices on patch/class and landscape metrics are chosen to analyze and assess LUCC in mining areas and the land cover changes are derived. Finally, a framework of integrating multi-source and multi-temporal RS information for LUCC in mining areas is proposed.

KW - Change vector analysis

KW - Classification

KW - Land Use/Cover Change (LUCC)

KW - Landscape pattern index

KW - Mining areas

UR - https://www.scopus.com/pages/publications/47249159045

U2 - 10.1109/MULTITEMP.2007.4293074

DO - 10.1109/MULTITEMP.2007.4293074

M3 - 会议稿件

AN - SCOPUS:47249159045

SN - 1424408466

SN - 9781424408467

T3 - Proceedings of MultiTemp 2007 - 2007 International Workshop on the Analysis of Multi-Temporal Remote Sensing Images

BT - Proceedings of MultiTemp 2007 - 2007 International Workshop on the Analysis of Multi-Temporal Remote Sensing Images

T2 - 2007 International Workshop on the Analysis of Multi-Temporal Remote Sensing Images, MultiTemp 2007

Y2 - 18 July 2007 through 20 July 2007

ER -

Du P, Zhang H, Liu P, Tan K, Yin Z. Land use/cover change in mining areas using multi-source remotely sensed imagery. 在 Proceedings of MultiTemp 2007 - 2007 International Workshop on the Analysis of Multi-Temporal Remote Sensing Images. 2007. 4293074. (Proceedings of MultiTemp 2007 - 2007 International Workshop on the Analysis of Multi-Temporal Remote Sensing Images). doi: 10.1109/MULTITEMP.2007.4293074

Land use/cover change in mining areas using multi-source remotely sensed imagery

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