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基于分类控方的标准土地覆盖产品真实性检验研究

Research on Specified Land Cover Product Verification Based on Ground Control Data Square of Classification

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【作者】 陈雪珂米晓飞杨健余涛刘苗刘其悦姜振朝袁占良

【Author】 CHEN Xueke;MI Xiaofei;YANG Jian;YU Tao;LIU Miao;LIU Qiyue;JIANG Zhenzhao;YUAN Zhanliang;School of Surveying and Land Information Engineering, Henan Polytechnic University;Aerospace Information Researchlnstitute, Chinese Academy of Sciences;Demonstration Center for Spaceborne Remote Sensing,China National Space Administration;Langfang Research and Development Center for Spatial information Technology;Key Laboratory of Earth Observation of Hainan Province, Hainan Aerospace Information Research Institute;School of Remote Sensing and Information Engineering, North China Institute of Aerospace Engineering;

【通讯作者】 米晓飞;

【机构】 河南理工大学测绘与国土信息工程学院中国科学院空天信息创新研究院国家航天局航天遥感论证中心廊坊空间信息技术研发服务中心海南空天信息研究院海南省地球观测重点实验室北华航天工业学院遥感信息工程学院

【摘要】 作为核心遥感卫星产品,土地覆盖产品通过表征地球表面状态与变化,为全球环境和区域可持续发展提供关键数据支撑。然而,受影像数据源异质性、分类技术多样性和生产环境差异性等多重因素影响,现有产品在品种规格、空间分辨率、分类精度、覆盖规模以及更新时效性等方面存在显著差异,导致其真实性检验面临严峻挑战。文章面向“百星一用”航天遥感应用模式,提出一种基于分类控方的土地覆盖产品真实性检验方法。从对检验样本在数量、质量和分布三方面的要求出发,构建分布可控、数量可控、质量可控的可信分类控方,优化检验流程,实现对不同卫星数据所生产的土地覆盖产品开展真值检验,为大规模土地覆盖产品的真实性检验提供了一种新的途径。

【Abstract】 Land cover products are the main products among remote sensing satellite products, presenting the state and changes of the earth’s surface and serving global environment and regional sustainable development.However, affected by factors such as different image data sources, classification techniques and production environments, the product accuracy shows great differences in practical applications, which are reflected in product varieties, specifications, quality, scale and timeliness, resulting in huge challenges in the authenticity verification of land cover products in practical applications. In this paper, aiming at the aerospace remote sensing application mode of "standarization for satellites design and it’s optimal applications", a land cover product verification method based on ground control DS of classification is proposed. Starting from the requirements for verification samples in terms of quantity, quality, and distribution, it constructs credible classified control parties with controllable distribution, quantity, and quality, optimizes the verification process, and realizes truth-value verification for land cover products produced from different satellite data. By optimizing the verification process,a new approach is provided for the authenticity verification of large-scale land cover products.

【基金】 海南省自然科学基金青年基金项目(322QN347);国家民用空间基础设施陆地观测卫星共性应用支撑平台(2017-000052-73-01-001735);高分辨率对地观测系统重大专项(30-Y60B01-9003-22/23);国家重点研发计划(2022YFB3902200)
  • 【文献出处】 航天返回与遥感 ,Spacecraft Recovery & Remote Sensing , 编辑部邮箱 ,2025年04期
  • 【分类号】F301.2;P237
  • 【下载频次】14
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