基于多源遥感数据的冬小麦倒伏面积提取技术研究
作者:
作者单位:

1.山东省气象防灾减灾重点实验室,山东 济南 250031 ;2.德州市陵城区气象局,山东 德州 253500 ;3.德州市气象局,山东 德州 253000 ;4.山东省气候中心,山东 济南 250031

作者简介:

鹿国武,xl1188@163.com。
李峰,lfeng1029@163.com。

通讯作者:

中图分类号:

S127

基金项目:

山东省气象局科学技术研究重点项目(2023sdqxz12);德州市气象局科学技术研究专项(2024dzqxzx02)


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Study on extracting lodging area of winter wheat based on multi-source remote sensing data
Author:
Affiliation:

1.Key Laboratory for Meteorological Disaster Prevention and Mitigation of Shandong, Jinan 250031 , China ; 2.Lingcheng Meteorological Service of Dezhou, Dezhou 253500 , China ; 3.Dezhou Meteorological Service, Dezhou 253000 , China ; 4.Shandong Climate Center, Jinan 250031 , China

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    摘要:

    为快速准确地提取冬小麦倒伏面积,以德州两次冬小麦倒伏过程为研究案例,采用高分六号卫星数据和哨兵一号合成孔径雷达数据,根据倒伏小麦与正常小麦光谱特征的不同,实现冬小麦倒伏面积精准提取。结果表明:(1)对正常小麦和倒伏小麦进行光谱分析,在高分六号影像中后者绿光波段反射率和垂直Symbolm@@水平(vertical-horizontal,VH)极化影像中后向散射强度均明显高于前者;(2)基于此两种特征提取的冬小麦倒伏面积普遍大于实测面积,倒伏严重时,相对误差百分率为3.1%~4.6%,较之严重倒伏,轻度倒伏时提取的面积相对误差偏大;(3)当倒伏伴有明显积水时,基于高分六号卫星的提取结果更为准确。研究成果为进一步提高冬小麦倒伏面积提取精度提供参考,也为及时做好冬小麦倒伏预防补救提供数据支撑。

    Abstract:

    In order to quickly and accurately extract the lodging area of winter wheat, two lodging processes in Dezhou are taken as research cases. The data of GF-6 satellite and synthetic aperture radar aboard Sentinel-1 satellite are used to accurately extract the lodging area of the winter wheat according to different spectral characteristics of lodging wheat and normal wheat. The results are as follows. (1) The spectral analysis of normal wheat and lodging wheat shows that the reflectance of the green light band in the GF-6 image and the backscattering intensity in the VH (vertical-horizontal) image are significantly higher in the latter than in the former. (2) The lodging area of winter wheat extracted from these two features is generally larger than the measured area. When the lodging is serious, the relative error percentage ranges from 3.1% to 4.6%. Compared with the serious lodging, the relative error of extraction is larger in mild lodging. (3) The extraction result based on GF-6 satellite is more accurate when lodging and waterlogging are present at the same time. The research results provide reference for further improving the precision of extracting lodging area of winter wheat, and provide data support for timely prevention of and remedy for winter wheat lodging.

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引用本文

鹿国武,王萌萌,李峰,等.基于多源遥感数据的冬小麦倒伏面积提取技术研究[J].海洋气象学报,2025,45(3):129-136.

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  • 收稿日期:2024-07-04
  • 最后修改日期:2024-10-31
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  • 在线发布日期: 2025-07-01
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