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投稿时间:2025-10-13 修订日期:2026-06-11
投稿时间:2025-10-13 修订日期:2026-06-11
中文摘要: 利用FY-4B反演云顶温度和自动气象站气温得到星地温度差,联合云雷达观测云顶高度,计算星地垂直温度平均递减率(SG-VMTR),并与探空温度廓线拟合得到的垂直温度递减率(γ)进行对比分析。同时将SG-VMTR应用在邻近的其他卫星像元,实现了云雷达周边区域卫星云顶高度的融合反演,并对反演结果进行验证分析。结果表明,同站点的SG-VMTR与γ接近且具有较为一致的变化趋势,相互邻近云雷达站点的SG-VMTR变化趋势和统计特征近似,在一定程度上可替代使用;融合后卫星反演云顶高度与云雷达观测云顶高度相关系数为0.90,融合后较融合前均方根误差减小了720 m,偏差降低至-17.7 m。本研究为后续开发星地融合面上云顶高度产品提供了参考。
中文关键词: 云顶高度,FY-4B,毫米波云雷达,温度递减率,星地融合
Abstract:The satellite-ground temperature difference was derived from the cloud top temperature of FY-4B and the air temperature of automatic weather stations. Combined with the cloud top height (CTH) observed by cloud radar, the satellite-ground vertical mean temperature lapse rate (SG-VMTR) was calculated and compared with the vertical temperature lapse rate (γ) fitted from the radiosonde temperature profile at the same stations. Meanwhile, the SG-VMTR was applied to other adjacent satellite pixels to achieve the fusion inversion of the satellite CTH in the surrounding areas of the cloud radar, and the inversion results were verified and analyzed. The results show that the SG-VMTR and γ values calculated at the same station were closely aligned and exhibited consistent temporal trends. The variation trends and statistical characteristics of the SG-VMTR at adjacent cloud radar stations were similar and can be used as substitutes to a certain extent. The correlation coefficient between the fused satellite-derived CTH and the cloud radar observed CTH was 0.90, while the root mean square error decreased by 720 m and the bias reduced to -17.7 m compared to pre-fusion results. This study lays a foundation for developing subsequent satellite-ground fusion regional CTH products.
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基金项目:国家自然科学基金项目(U2442214)和中国气象局气象探测中心实验室开放基金项目(MOC2026ZD02)共同资助
引用文本:
胡树贞,陶法,张雪芬,王超杰,王志成,茆佳佳,2026.云雷达与FY-4B融合反演云顶高度方法研究[J].气象,52(8):905-915.
HU Shuzhen,TAO Fa,ZHANG Xuefen,WANG Chaojie,WANG Zhicheng,MAO Jiajia,2026.Research on the Method for Inversion Cloud Top Height by Cloud Radar and FY-4B[J].Meteor Mon,52(8):905-915.
胡树贞,陶法,张雪芬,王超杰,王志成,茆佳佳,2026.云雷达与FY-4B融合反演云顶高度方法研究[J].气象,52(8):905-915.
HU Shuzhen,TAO Fa,ZHANG Xuefen,WANG Chaojie,WANG Zhicheng,MAO Jiajia,2026.Research on the Method for Inversion Cloud Top Height by Cloud Radar and FY-4B[J].Meteor Mon,52(8):905-915.
