测绘通报 ›› 2026, Vol. 0 ›› Issue (10): 67-73.doi: 10.13474/j.cnki.11-2246.2026.1010

• 学术研究 • 上一篇    

FY-3D MWRI土壤水分产品在河南省的精度评估与适用性研究

薛龙琴1,2   

  1. 1. 中国气象局河南省农业气象保障与应用技术重点开放实验室, 河南 郑州 450003;
    2. 河南省气象科学研究所, 河南 郑州 450003
  • 收稿日期:2026-01-04 发布日期:2026-11-06
  • 作者简介:薛龙琴(1976—),女,硕士,正高级工程师,主要从事生态气象与卫星遥感业务服务工作。E-mail:752366302@qq.com
  • 基金资助:
    河南省科技攻关项目(242102321019)

Accuracy assessment and applicability analysis of FY-3D MWRI soil moisture products in Henan province

Xue Longqin1,2   

  1. 1. Henan Key Laboratory of Agrometeorological Support and Applied Technique, CMA, Zhengzhou 450003, China;
    2. Henan Institute of Meteorological Sciences, Zhengzhou 450003, China
  • Received:2026-01-04 Published:2026-11-06

摘要: [目的] 本文旨在评估国产风云三号D星(FY-3D)微波成像仪(MWRI)土壤水分产品在河南省的精度与适用性,为国产卫星遥感数据在区域农业旱情监测与水资源管理中的业务化应用提供科学依据。[方法] 以2024年河南省自动土壤水分站网0~10 cm观测数据为基准,通过像元代表性筛选与过境时刻匹配,对FY-3D升轨、降轨土壤水分产品进行系统验证,并与同期SMAP产品进行空间一致性交叉检验。[结果] FY-3D土壤水分产品与地面观测变化趋势一致,其中降轨产品精度显著优于升轨产品,其偏差为0.002 0 m3·m-3,均方根误差为0.027 9 m3·m-3,相关系数达0.833 6。产品误差呈现显著季节性特征:冬春季(10月至次年4月)误差较低(RMSE<0.04 m3·m-3),夏秋季误差增高,7月达全年峰值。空间上,FY-3D与SMAP产品空间相关系数为 0.720 1,豫中平原均质农区精度最高(|Bias|<0.03 m3·m-3),豫西、豫南丘陵山区及水体周边误差较大。[结论] FY-3D土壤水分产品作为国产卫星数据的重要代表,在河南省主要农业区,尤其在冬春季及平原均质农田区,具备良好的业务化应用潜力;在夏秋季及复杂下垫面区域,建议结合多源数据进行融合应用。

关键词: FY-3D MWRI, 土壤水分产品, 真实性检验, 河南省, SMAP, 适用性分析

Abstract: [Purposes] This study aims to evaluate the accuracy and applicability of soil moisture products derived from the microwave radiation imager (MWRI)onboard the Chinese Fengyun-3D (FY-3D)satellite over Henan province,providing a scientific basis for the operational application of domestic satellite remote sensing data in regional agricultural drought monitoring and water resource management. [Methods] Using in-situ observations from the Henan automatic soil moisture monitoring network at 0~10 cm depth in 2024 as reference data,the FY-3D ascending and descending soil moisture products are systematically validated after pixel representativeness screening and overpass time matching,and spatial consistency cross-comparison with contemporaneous SMAP products was also conducted. [Findings] The FY-3D soil moisture products exhibited consistent temporal trends with ground observations.The descending product demonstrated significantly better accuracy than the ascending product,with a bias of 0.002 0 m3·m-3,a root mean square error (RMSE)of 0.027 9 m3·m-3,and a correlation coefficient of 0.833 6.Pronounced seasonal characteristics were observed: errors were lower in winter and spring (October to April)with RMSE generally below 0.04 m3·m-3,while errors increased in summer and autumn,peaking in July.Spatially,the correlation coefficient between FY-3D and SMAP products reached 0.720 1,with the highest accuracy observed in the homogeneous agricultural areas of the central Henan Plain (Bias< 0.03 m3·m-3),while larger errors occurred in the hilly and mountainous regions of western and southern Henan,as well as around water bodies. [Conclusions] The FY-3D soil moisture products demonstrate promising potential for operational applications in the major agricultural areas of Henan Province,particularly during winter and spring and over homogeneous plain farmlands.For summer-autumn periods and regions with complex underlying surfaces,integrated application with multi-source data is recommended.

Key words: FY-3D MWRI, soil moisture products, validity check, Henan province, SMAP, applicability analysis

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