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The development of the geographic image cognition approach on studying land degradation

机译:研究土地退化的地理图像认知方法的发展

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摘要

For the extraction of land degradation information we should use not only information on climate, soil, vegetation, physiognomy, land use and its productivities, but also the knowledge and methodologies of geosciences. It is of importance to study some conceptual issues about geographic image cognition (GEOIC) on studying land degradation. The study is to discuss some conceptual issues and the theoretical background of the approach of geographic image cognition (GEOIC) on studying land degradation for building its methodological framework. Some issues concerning the approach of GEOIC on studying land degradation, especially the factors of impacting human's visual cognition, were discussed. The results indicated that the GEOIC is the objectification cognition on remote sensing images and multi-source information using geo-knowledge. As an integrated approach, it is the extension of the methodology of OBIA. The key objective of the GEOIC on studying land degradation is to simulate the function and process of the visual interpretation by experts, and extract spatial features, spatial object and spatial pattern of land degradation under the cognition mode of feature-object-pattern from remote sensing images and multi-source information. The methodology of the GEOIC is realized through the segmentation of geo-objects or meaningful image objects using remote sensing information, geographic information, vegetation, soil, and other ancillary information with geosciences knowledge and intelligence.
机译:在提取土地退化信息时,我们不仅应使用有关气候,土壤,植被,地貌,土地利用及其生产力的信息,还应使用地球科学的知识和方法。研究有关土地退化的地理图像认知(GEOIC)的一些概念性问题非常重要。本研究旨在探讨地理图像识别方法(GEOIC)在研究土地退化以建立其方法框架时的一些概念性问题和理论背景。讨论了有关GEOIC研究土地退化的方法的一些问题,特别是影响人类视觉认知的因素。结果表明,GEOIC是利用地理知识对遥感图像和多源信息的客观化认知。作为一种集成方法,它是OBIA方法论的扩展。 GEOIC研究土地退化的关键目标是模拟专家进行视觉解释的功能和过程,并从遥感特征-物象模式的认知模式中提取土地退化的空间特征,空间物体和空间格局。图片和多源信息。 GEOIC的方法是通过使用遥感信息,地理信息,植被,土壤以及其他具有地球科学知识和情报的辅助信息对地理对象或有意义的图像对象进行分割来实现的。

著录项

  • 来源
  • 会议地点 Orlando FL(US)
  • 作者单位

    Key Laboratory of Land Use, China Institute of Land Surveying and Planning, Ministry of Land and Resources, Beijing, China Department of Land Surveying and Geomatics, the Hong Kong Polytechnic University, Hongkong;

    rnDepartment of Land Surveying and Geomatics, the Hong Kong Polytechnic University, Hongkong;

    rnKey Laboratory of Land Use, China Institute of Land Surveying and Planning, Ministry of Land and Resources, Beijing, China;

    rnKey Laboratory of Land Use, China Institute of Land Surveying and Planning, Ministry of Land and Resources, Beijing, China;

    rnKey Laboratory of Land Use, China Institute of Land Surveying and Planning, Ministry of Land and Resources, Beijing, China;

  • 会议组织
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 食品安全与卫生;
  • 关键词

    geographic image cognition; land degradation; classification; methodological framework;

    机译:地理图像认知;土地退化;分类;方法框架;
  • 入库时间 2022-08-26 13:45:19

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