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云雷达与FY-4B融合反演云顶高度方法研究OA

Research on the Method for Inversion Cloud Top Height by Cloud Radar and FY-4B

中文摘要英文摘要

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.

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)ob-served by cloud radar,the satellite-ground vertical mean temperature lapse rate(SG-VMTR)was calculat-ed 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 re-sults 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.

胡树贞;陶法;张雪芬;王超杰;王志成;茆佳佳

中国气象局气象探测中心,北京 100081||临近空间环境特性及效应全国重点实验室,北京 100081||中国气象局气象探测工程技术研究中心,北京 100081中国气象局气象探测中心,北京 100081||临近空间环境特性及效应全国重点实验室,北京 100081||中国气象局气象探测工程技术研究中心,北京 100081中国气象局气象探测中心,北京 100081||临近空间环境特性及效应全国重点实验室,北京 100081||中国气象局气象探测工程技术研究中心,北京 100081河南省气象服务中心,郑州 450003中国气象局气象探测中心,北京 100081中国气象局气象探测中心,北京 100081||临近空间环境特性及效应全国重点实验室,北京 100081||中国气象局气象探测工程技术研究中心,北京 100081

天文与地球科学

云顶高度FY-4B毫米波云雷达温度递减率星地融合

cloud top height(CTH)FY-4Bmillimeter-wave cloud radartemperature lapse ratesatellite-ground fusion

《气象》 2026 (8)

905-915,11

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

10.7519/j.issn.1000-0526.2026.061101

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