泛第三极典型地区土地利用和水保措施解译精度分析
作者:
作者单位:

作者简介:

通讯作者:

中图分类号:

S157.1

基金项目:

中国科学院战略性先导科技专项"泛第三极环境变化与绿色丝绸之路建设"子课题"土壤侵蚀定量评价与分区防控对策"(XDA20040202)


Accuracy Analysis of Interpretation of Land Use and Soil and Water Conservation Measures in Typical Regions of Pan-Third Pole
Author:
Affiliation:

Fund Project:

  • 摘要
  • |
  • 图/表
  • |
  • 访问统计
  • |
  • 参考文献
  • |
  • 相似文献
  • |
  • 引证文献
  • |
  • 资源附件
  • |
  • 文章评论
    摘要:

    [目的] 进行泛第三极典型地区抽样单元土地利用和水土保持措施遥感解译精度评价,提高高分辨率影像的解译正确率,分析解译结果的区域代表性。[方法] 于2018-2019年在中国西藏、泰国清莱和巴基斯坦地区分别选取9个、18个、15个抽样单元进行野外调查。以野外调查的土地利用结果作为参照,通过混淆矩阵、土地利用变化转移矩阵分析基于Google Earth影像进行土地利用和水保措施判读的精度;通过与参考数据集土地利用结构的对比,分析解译结果的区域代表性。[结果] ①3个典型样区土地利用解译精度较理想,总体分类精度在80%以上,平均kappa系数分别为0.74,0.75和0.82;②与野外调查结果相比,3个典型样区水土保持措施解译结果比较理想;③遥感抽样解译的结果与GLC 30 m,GLC 10 m数据集的土地利用结构相似度较高。[结论] 基于高分影像解译土地利用类型和水土保持措施的结果与野外调查的结果一致性较好,且符合参考数据集的土地利用结构,抽样单元遥感解译结果对于土地利用的宏观特征结构有较好的区域代表性表达。

    Abstract:

    [Objective] The purpose of this work is to improve the accuracy of interpretation of land use and soil and water conservation measures from high-resolution images and analyze the regional representativeness of interpretation results in typical regions of the Pan-Third Pole.[Methods] Totally, 9, 18 and 15 sampling units were selected respectively in Tibet of China, Chiang Rai in Thailand and Pothohar Plateau of Pakistan for field surveys in the period of 2018-2019.The results of the field surveys of land use were taken as the references. The interpretation accuracy of land use and soil and water conservation measures based on Google Earth images was analyzed using confusion matrix and land use change transition matrix. The regional representativeness of the interpretation results was analyzed by comparing the land use structure obtained to the reference data sets.[Results] ① The accuracy of land use interpretation in the three typical sample areas was high with the overall classification accuracies being all above 80%, and the average kappa coefficients of 0.74, 0.75 and 0.82 respectively; ② The interpretation results for soil and water conservation measures in the three typical sample areas were found to be quite satisfactory compared with the field survey results; ③ The results of remote sensing interpretations of land use structure based on sampling showed a high similarity with the GLC 30 m and GLC 10 m data sets.[Conclusion] The results of land use interpretations and soil and water conservation measures based on high-resolution images are consistent with the results of field survey, and conform to the land use structure of the reference data sets. Thus, the results of remote sensing interpretation of sampling units can express the macro feature structure of land use very well.

    参考文献
    相似文献
    引证文献
引用本文

杨力华,杨勤科,朱梦阳,王春梅,庞国伟.泛第三极典型地区土地利用和水保措施解译精度分析[J].水土保持通报,2020,40(2):154-161,169

复制
分享
文章指标
  • 点击次数:
  • 下载次数:
  • HTML阅读次数:
  • 引用次数:
历史
  • 收稿日期:2019-08-26
  • 最后修改日期:2019-11-12
  • 录用日期:
  • 在线发布日期: 2020-05-14
  • 出版日期: