{"title":"The Weather Radar as a Tool for Collecting Quantitative Data on Migrating Birds","authors":"Roberto Nebuloni;Carlo Capsoni","doi":"10.1109/JMW.2024.3492150","DOIUrl":null,"url":null,"abstract":"Radar observations have an important role in surveying bird migrations and the multifaceted links they have with human activities and environmental changes. Indeed, radars can detect birds at distances much beyond the visual range and at heights that cover the flight altitudes of most migrating birds. However, turning a radar sensor into a tool for quantitative measurements of birds in flight requires calibration, ad-hoc data sampling strategies, models of birds as radar targets and methods for extracting data from the raw radar echoes. This paper summarizes our experience in the observation of the seasonal migrations of birds in Northern Italy with an S-band weather radar. We present, as original results, an automatic procedure for extracting the features of individual bird echoes (e.g., the wingbeat frequency) from fixed-beam scans, as well as an electromagnetic bird model based on the observed echo signatures, which reproduces a full wingbeat cycle. Even though the standard products of operational weather radar networks are today much used for surveying bird movements over large spatial scales, specialized radars remain a unique tool for extracting high-quality data on the local habits of the avian fauna.","PeriodicalId":93296,"journal":{"name":"IEEE journal of microwaves","volume":"4 4","pages":"906-918"},"PeriodicalIF":6.9000,"publicationDate":"2024-11-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10767413","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE journal of microwaves","FirstCategoryId":"1085","ListUrlMain":"https://ieeexplore.ieee.org/document/10767413/","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENGINEERING, ELECTRICAL & ELECTRONIC","Score":null,"Total":0}
引用次数: 0
Abstract
Radar observations have an important role in surveying bird migrations and the multifaceted links they have with human activities and environmental changes. Indeed, radars can detect birds at distances much beyond the visual range and at heights that cover the flight altitudes of most migrating birds. However, turning a radar sensor into a tool for quantitative measurements of birds in flight requires calibration, ad-hoc data sampling strategies, models of birds as radar targets and methods for extracting data from the raw radar echoes. This paper summarizes our experience in the observation of the seasonal migrations of birds in Northern Italy with an S-band weather radar. We present, as original results, an automatic procedure for extracting the features of individual bird echoes (e.g., the wingbeat frequency) from fixed-beam scans, as well as an electromagnetic bird model based on the observed echo signatures, which reproduces a full wingbeat cycle. Even though the standard products of operational weather radar networks are today much used for surveying bird movements over large spatial scales, specialized radars remain a unique tool for extracting high-quality data on the local habits of the avian fauna.
雷达观测在调查鸟类迁徙及其与人类活动和环境变化的多方面联系方面发挥着重要作用。事实上,雷达可以在远超过目视范围的距离和大多数候鸟的飞行高度上探测到鸟类。然而,要将雷达传感器变成定量测量飞行中鸟类的工具,需要校准、临时数据采样策略、将鸟类作为雷达目标的模型以及从原始雷达回波中提取数据的方法。本文总结了我们使用 S 波段天气雷达观测意大利北部鸟类季节性迁徙的经验。作为原创成果,我们介绍了从固定波束扫描中提取单个鸟类回波特征(如振翅频率)的自动程序,以及基于观测到的回波特征的电磁鸟类模型,该模型再现了整个振翅周期。尽管今天气象雷达网的标准产品已被广泛用于调查鸟类在大空间范围内的活动情况,但专用雷达仍然是提取有关鸟类在当地生活习性的高质量数据的独特工具。