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The thematic survey and monitoring results of natural resources (TMR) provide scientific, detailed and reliable data support for government management departments to grasp the overall situation, reflect the society and people’s lives. Therefore, product quality for TMR is a major concern of outcome producers and users. This paper discusses the quality evaluation model and test method of TMR, and summarizes and proposes methods to improve the quality of the results by examining the quality of different TMR.