208 / 2026-03-05 23:42:34
Substantial Discrepancies Across Global Satellite XCO2 Products: A Systematic Evaluation
Satellite XCO2,TCCON,Evaluation,Atmospheric Greenhouse Gases
摘要录用
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
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.
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
承办单位
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
联系方式
历届会议
移动端
在手机上打开
小程序
打开微信小程序
客服
扫码或点此咨询