基于数字图像技术的土壤孔隙结构定量研究进展
作者:
作者单位:

作者简介:

通讯作者:

中图分类号:

S152.4

基金项目:

国家自然科学基金项目(41771266)、三峡后续工作规划项目(5000002021BF40001)和中国科学院西部青年学者项目(202082)资助。


Quantification of Soil Pore Structure Based on Digital Image Technology: A Review
Author:
Affiliation:

Fund Project:

the National Natural Science Foundation of China (Nos. 41771266), the Three Gorges' Follow-up Scientific Research Project (No. 5000002021BF40001) and the West Light Foundation of Chinese Academy of Sciences(No. 202082)

  • 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:

    土壤孔隙结构是土壤孔隙的形态大小、数量搭配和空间分布状况的综合反映,其结构的复杂性和异质性决定着土壤水分迁移、气体扩散和生物活动等过程。近年来数字图像技术的发展虽然实现了土壤孔隙结构的直接可视化和定量化,但孔隙提取的精度仍然受采样方法、设备分辨率和分割技术的限制。本文基于现有土壤孔隙研究方法的发展历程,以图像获取、图像分割和量化分析为主线,综述了当前常用土壤孔隙研究方法(间接法和直接法)的基本原理、主要步骤和优缺点,剖析了从图像中提取孔隙结构的分割技术,概括了孔隙结构的常用量化指标,最后针对现有研究方法存在的问题和不足,对未来研究方法的发展方向进行了展望。

    Abstract:

    Soil pore structure is a comprehensive reflection of the shape, number and spatial distribution of soil pores. The complexity and heterogeneity of pore structure determine the processes of soil water movement, gas diffusion and biological activities. In recent years, the development of digital image technology has directly visualized and quantified pore structure, but the accuracy of pore extraction is still limited by sampling method, equipment resolution and segmentation technology. Based on the development history of existing soil pore research methods, taking image acquisition, image segmentation and quantitative analysis as the main line, this paper summarizes the basic principles, main steps, advantages and disadvantages of current commonly used pore research methods (indirect method and direct method), analyzes the segmentation technology of extracting pore structure from images, summarizes the common quantitative indicators of pore structure, and finally aims at the problems and shortcomings of existing research methods, the development direction of future research methods is prospected.

    参考文献
    相似文献
    引证文献
引用本文

张靖,陈琳,周虎,马东豪,黄平.基于数字图像技术的土壤孔隙结构定量研究进展[J].土壤,2023,55(1):21-29. ZHANG Jing, CHEN Lin, ZHOU Hu, MA Donghao, HUANG Ping. Quantification of Soil Pore Structure Based on Digital Image Technology: A Review[J]. Soils,2023,55(1):21-29

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:2022-05-07
  • 最后修改日期:2022-07-29
  • 录用日期:2022-08-15
  • 在线发布日期: 2023-03-10
  • 出版日期: