Substantial Discrepancies Across Global Satellite XCO2 Products: A Systematic Evaluation
编号:397 访问权限:仅限参会人 更新:2026-04-02 16:13:31 浏览:14次 特邀报告

报告开始:2026年04月27日 16:30(Asia/Shanghai)

报告时间:15min

所在会场:[S2-7] 专题2.7 大气痕量气体遥感和应用 [F37] 专题2.7 大气痕量气体遥感和应用

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摘要
Accurate monitoring of atmospheric carbon dioxide (CO2) is critical for addressing climate change, as CO2 is one of the dominant greenhouse gases. Satellite remote sensing remains the primary method for monitoring column-averaged CO2 (XCO2), yet different satellite missions and retrieval algorithms generate distinct XCO2 products. Thus, recommendations for selecting appropriate XCO2 products remain unclear due to a lack of systematic evaluation of XCO2 products. Here, we present a comprehensive evaluation of eleven XCO2 products from major satellite missions—including the Environmental Satellite (Envisat), Greenhouse Gases Observing Satellite (GOSAT/GOSAT-2), Orbiting Carbon Observatories (OCO-2/OCO-3), and TanSat—alongside one ensemble product based on the ensemble median algorithm (EMMA). We assess their spatiotemporal coverage and performance using Total Carbon Column Observing Network (TCCON) measurements as reference, evaluating both at global and regional scales across seasons. Our results reveal distinct latitudinal and seasonal variations in the evaluation results. Most products show the highest accuracy at 60–80°N in summer (optimal root mean square error < 1.0 ppm), while the largest uncertainties appear in the tropics (20°S–20°N; root mean square error > 2 ppm). Furthermore, systematic biases are most pronounced during winter, with mean absolute error increasing by 0.3–1.0 ppm compared to other seasons. Among the twelve satellite XCO2 products, the Atmospheric CO2 Observations from Space-Orbiting Carbon Observatory-2 (ACOS-OCO-2) product shows the best overall performance globally. These results provide practical guidelines for the informed selection and application of satellite-derived XCO2 products in climate research.
关键词
Satellite XCO2,TCCON,Evaluation,Atmospheric Greenhouse Gases
报告人
穆青
Assistant Professor 西交利物浦大学

稿件作者
杨济源 西交利物浦大学
邵旻 南京师范大学
谈佳妮 上海大学
夏瑞洵 西交利物浦大学
刘洋 西交利物浦大学
MorseAndrew University of Liverpool
穆青 西交利物浦大学
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重要日期
  • 会议日期

    04月25日

    2026

    04月29日

    2026

  • 04月07日 2026

    初稿截稿日期

主办单位
未来大气科学论坛理事会
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河海大学海洋学院
南京大学南京赫尔辛基大气与地球系统科学学院
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