Journal of Geo-information Science, Volume. 22, Issue 3, 474(2020)

K-means Classifier for Automatic Slope Position Detection in Mountainous Areas

Haifeng GAO1...1, Ying GE1,1,*, Jie ZHANG2,2, Shengchang XIAO2,2, and Ke CHEN22 |Show fewer author(s)
Author Affiliations
  • 1School of Earth Sciences and Engineering, Hohai University, Nanjing 211100, China
  • 1河海大学地球科学与工程学院,南京 211100
  • 2Hydrochina Kunming Engineering Corporation LTD, Kunming 650051, China
  • 2中国电建集团昆明勘测设计研究院有限公司,昆明 650051
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    Figures & Tables(11)
    DEM of Yao'an County, Yunnan Province
    Map of peak area in the study area
    s(k)value varies with clustering number k
    SSE calculated by the two methods varies with clustering number k
    ARI calculated by the two methods varies with clustering number k
    s(k) value varies with iterations based on a clustering number k
    Map of slope position automatic classification
    Overlay map of slope position distribution and topographic contour
    Overlay map of slope position distribution and planned wind farms in Yao'an County
    Slope position distribution of wind farm 6 based on different suitable windows
    • Table 1. [in Chinese]

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      Table 1. [in Chinese]

      风电场适宜窗口沟谷坡脚背坡坡肩山脊总计
      格点数占比格点数占比格点数占比格点数占比格点数占比格点数占比
      313×13553142.84367428.45265220.5410257.94300.2312 912100
      25×25386429.93391630.33355627.54149411.57820.6412 912100
      37×37335025.94430033.30410231.7711108.60500.3919 635100
      413×13792540.36619331.54411020.9313837.04240.1219 635100
      25×25575829.33685634.92549327.9814997.63290.1519 635100
      37×37568428.95758738.64554328.238214.1800.0022 841100
      913×13851837.29551824.16470320.59339614.877063.0922 841100
      25×25491421.51487921.36563524.67589925.8315146.6322 841100
      37×37383916.81486421.30649628.44676029.608823.8622 841100
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    Haifeng GAO, Ying GE, Jie ZHANG, Shengchang XIAO, Ke CHEN. K-means Classifier for Automatic Slope Position Detection in Mountainous Areas[J]. Journal of Geo-information Science, 2020, 22(3): 474

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    Paper Information

    Received: Jul. 17, 2019

    Accepted: --

    Published Online: Sep. 16, 2020

    The Author Email: GE Ying (geying@hhu.edu.cn)

    DOI:10.12082/dqxxkx.2020.190381

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