青藏高原风云四号A卫星地表温度产品精度评估分析

Evaluation and Analysis of the Land Surface Temperature Product from Fengyun-4A Satellite over the Tibetan Plateau

  • 摘要: 为评估风云四号A卫星地表温度(FY-4A LST)产品在青藏高原区域的精度和适用性,本文针对2023年青藏高原区域,分别以同期的地面站点观测数据和MODIS LST产品(MOD11_L2)为参考,使用准确度、不确定性、精密度评估指标分析了FY-4A LST精度的空间分布和时间变化。结果表明:(1)FY-4A LST与地面站点观测和MODIS LST观测结果均具有较高一致性,准确度A值分别为−5.31和−0.77,但FY-4A LST存在低估的倾向;(2)FY-4A LST精度在空间分布上具有从东南向西北递减的趋势;(3)与地面站点观测数据对比在裸地区域精度最高,与MODIS LST对比在草地区域精度最高;(4)FY-4A LST在夏季偏离程度更大,低估程度更显著。

     

    Abstract: To evaluate the accuracy and applicability of the Fengyun-4A satellite land surface temperature (FY-4A LST) product over the Tibetan Plateau, focusing on the Tibetan Plateau region in 2023, using concurrent ground-based station observations and MODIS LST products (MOD11_L2) as references, the spatial distribution and temporal variations of FY-4A LST accuracy were analyzed based on assessment metrics including accuracy, uncertainty, and precision. The results show that: (1) FY-4A LST exhibits high consistency with both ground-based station observations and MODIS LST observations, with A values of -5.31 and -0.77, respectively. However, FY-4A LST exhibits a tendency toward underestimation. (2) The accuracy of FY-4A LST tends to decrease from southeast to northwest in spatial distribution. (3) Compared with ground-based station observations, the accuracy is highest in bare land areas, while compared with MODIS LST products, the accuracy is highest in grassland areas. (4) FY-4A LST exhibits a greater deviation and more significant underestimation in summer.

     

/

返回文章
返回