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Analysis of Surface Information Extraction of Erhai Lake Basin in Dali City Based on Remote Sensing Technology, 2005 - 2017

Published: 17 July 2017 Publication History

Abstract

In order to explore the spatial pattern and characteristics of surface information in Erhai Lake basin in Dali city, by using the Landsat 5 and Landsat 8 remote sensing images of which in 2005, 2008, 2011, 2014 and 2017, the surface information of the bare land, vegetation, water body and impervious surface in Erhai Lake basin were extracted based on the Normalized Difference Soil Index (NDSI), the Normalized Difference Vegetation Index (NDVI), the Modified Normalized Difference Water Index (MNDWI) and the Normalized Difference Impervious Surface Index (NDISI). By analyzing the extracted information, the spatial distribution characteristics of the main surface objects were explored and the impacts of which on the ecological environment were studied. This study indicated that the area of the impervious surface in Erhai Lake basin was increasing year by year, but the water quality there was decreasing in recent years. The comprehensive use of GIS, RS and statistical analysis method is the main innovation of this research, and the results can provide reference information for urban planning management and river basin environmental management in Erhai Lake Basin.

References

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Dearing, J.A., R.T. Jones, J. Shen, et al., Using multiple archives to understand past and present climate--human--environment interactions: the lake Erhai catchment, Yunnan Province, China. Journal of Paleolimnology, 2008. 40(1): p. 3--31.
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Wang, S., Dou, H., 1998. China Lakes Record. Science Press, Beijing (in Chinese).
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Lin, Q., E. Liu, E. Zhang, et al., Spatial distribution, contamination and ecological risk assessment of heavy metals in surface sediments of Erhai Lake, a large eutrophic plateau lake in southwest China. Catena, 2016. 145: p. 193--203.
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LI Xia, X.H., LI Jing, GUO Yanbin, Extraction of Bare Soil Features from SPOT-5 Imagery Based on NDSI and NDISI. Journal of Geo-Information Science, 2016. 18(1): p. 117--123.
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Song, F., K. Xing, L. Yang, et al., Monitoring and assessment of vegetation variation in Northern Shaanxi based on MODIS/NDVI. Acta Ecologica Sinica, 2011. 31(2): p. 354--363.
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Haidong, L.I., W. Shen, B. Cai, et al., The coupling relationship between variations of NDVI and change of aeolian sandy land in the Yarlung Zangbo River Basin of Tibet, China. Acta Ecologica Sinica, 2013. 33(24): p. 7729--7738.
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Lihua, Y., J. Weiguo, S. Wenming, et al., The spatiotemporal variations of vegetation cover in the Yellow River Basin from 2000 to 2010. Acta Ecologica Sinica, 2013. 33(24): p. 7798--7806.
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Wessels, K.J., S.D. Prince, J. Malherbe, et al., Can human-induced land degradation be distinguished from the effects of rainfall variability? A case study in South Africa. Journal of Arid Environments, 2007. 68(2): p. 271--297.
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Han-qiu, X., A study on information extraction of water body with the modified normalized difference water index (MNDWI). Journal of Remote Sensing, 2005. 9(5): p. 589--595.
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Hua, Y., Analysis of Water Quality Situation and Change from 2005 to 2014 in Erhai Lake. Water Resources informatization, 2016(1): p. 25--28 (in Chinese).

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  1. Analysis of Surface Information Extraction of Erhai Lake Basin in Dali City Based on Remote Sensing Technology, 2005 - 2017

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    ICIIP '17: Proceedings of the 2nd International Conference on Intelligent Information Processing
    July 2017
    211 pages
    ISBN:9781450352871
    DOI:10.1145/3144789
    Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

    In-Cooperation

    • Wanfang Data: Wanfang Data, Beijing, China
    • International Engineering and Technology Institute, Hong Kong: International Engineering and Technology Institute, Hong Kong

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    Association for Computing Machinery

    New York, NY, United States

    Publication History

    Published: 17 July 2017

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    Author Tags

    1. Erhai Lake basin
    2. MNDWI
    3. NDISI
    4. NDSI
    5. NDVI
    6. Surface information

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    Funding Sources

    • the National Natural Science Foundation of China

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    IIP'17

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    ICIIP '17 Paper Acceptance Rate 32 of 202 submissions, 16%;
    Overall Acceptance Rate 87 of 367 submissions, 24%

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