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Aerial Insect and Bird Identification Method based on Spectrum Estimation of Weather Radar IQ data

  • Zujing Yan*
  • , Kai Cui
  • , Jingmin Zhang
  • , Yijie Jia
  • , Rui Wang
  • , Zimo Yang
  • *此作品的通讯作者
  • Beijing Institute of Technology
  • No.208 Research Institute of China Ordnance Industries

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

The global decline in aerial migratory animals, such as birds and insects, due to climate and environmental changes significantly impacts the aerial ecological environment and human survival. Although weather radar data products can provide valuable information about the large-scale movement of airborne organisms, they cannot reflect the activity of multiple biological scatterers within a resolved volume. The aim of this study is to extract more detailed biological information from the Level I IQ data of weather radar. We introduce the estimation method of IQ data spectral moment, and propose the recognition method of biological scatterers by RD spectrum and resolution unit Doppler spectrum. Reflection factor products generated from IQ data retain more discrete biological information than base data products. Birdwatching experiments in Changsha further demonstrate the ability of the Doppler spectrum to reveal the activity of a variety of biological scatterers within a resolution volume.

源语言英语
主期刊名IEEE International Conference on Signal, Information and Data Processing, ICSIDP 2024
出版商Institute of Electrical and Electronics Engineers Inc.
ISBN(电子版)9798331515669
DOI
出版状态已出版 - 2024
活动2nd IEEE International Conference on Signal, Information and Data Processing, ICSIDP 2024 - Zhuhai, 中国
期限: 22 11月 202424 11月 2024

出版系列

姓名IEEE International Conference on Signal, Information and Data Processing, ICSIDP 2024

会议

会议2nd IEEE International Conference on Signal, Information and Data Processing, ICSIDP 2024
国家/地区中国
Zhuhai
时期22/11/2424/11/24

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