Measurement of insect mass based on ellipsoid scattering model
Insect migration influences population dynamics, provides ecosystem services, causes heavy crop damages and spreads diseases. The identification of insect migrants is critically important for the study of insect migration. Radar is an effective means of detecting nocturnal insect migrants. The mass,...
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Online Access: | https://digital-library.theiet.org/content/journals/10.1049/joe.2019.0499 |
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doaj-cdbd360beb56448e9422c32643bc56f62021-04-02T18:15:41ZengWileyThe Journal of Engineering2051-33052019-10-0110.1049/joe.2019.0499JOE.2019.0499Measurement of insect mass based on ellipsoid scattering modelShaoyang Kong0Rui Wang1Tianjiao Lang2Changjiang Liu3School of Information and Electronics, Beijing Institute of TechnologySchool of Information and Electronics, Beijing Institute of TechnologySchool of Information and Electronics, Beijing Institute of TechnologyBeihang UniversityInsect migration influences population dynamics, provides ecosystem services, causes heavy crop damages and spreads diseases. The identification of insect migrants is critically important for the study of insect migration. Radar is an effective means of detecting nocturnal insect migrants. The mass, body shape and wingbeat frequency could be measured by the special-purpose entomological radar. These features are potentially valuable for species identification. This paper proposed a method to extract the mass of migratory insects based on ellipsoid scattering model. This model was used to approximate the small insects in the Rayleigh region, and then the inversion formula of the mass was developed based on ellipsoid scattering characteristics. Finally, through analysing statistical data of insect migrants, the formula was modified to fit small migratory insects. The root mean square percent error is 34.92% for estimates of mass. The given method can promote the species identification and biomass quantification of over-flying migratory insects, so as to study the role of insect migration in ecosystems and the pest control.https://digital-library.theiet.org/content/journals/10.1049/joe.2019.0499pest controlzoologyradar cross-sectionsmean square error methodsecologycropsbiology computingstatistical analysisremote sensing by radarwingbeat frequencyspecial-purpose entomological radarspecies identificationmigratory insectsellipsoid scattering modelapproximate the small insectsellipsoid scattering characteristicsinsect migrationinsect massheavy crop damagesnocturnal insect migrantsbody shape |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Shaoyang Kong Rui Wang Tianjiao Lang Changjiang Liu |
spellingShingle |
Shaoyang Kong Rui Wang Tianjiao Lang Changjiang Liu Measurement of insect mass based on ellipsoid scattering model The Journal of Engineering pest control zoology radar cross-sections mean square error methods ecology crops biology computing statistical analysis remote sensing by radar wingbeat frequency special-purpose entomological radar species identification migratory insects ellipsoid scattering model approximate the small insects ellipsoid scattering characteristics insect migration insect mass heavy crop damages nocturnal insect migrants body shape |
author_facet |
Shaoyang Kong Rui Wang Tianjiao Lang Changjiang Liu |
author_sort |
Shaoyang Kong |
title |
Measurement of insect mass based on ellipsoid scattering model |
title_short |
Measurement of insect mass based on ellipsoid scattering model |
title_full |
Measurement of insect mass based on ellipsoid scattering model |
title_fullStr |
Measurement of insect mass based on ellipsoid scattering model |
title_full_unstemmed |
Measurement of insect mass based on ellipsoid scattering model |
title_sort |
measurement of insect mass based on ellipsoid scattering model |
publisher |
Wiley |
series |
The Journal of Engineering |
issn |
2051-3305 |
publishDate |
2019-10-01 |
description |
Insect migration influences population dynamics, provides ecosystem services, causes heavy crop damages and spreads diseases. The identification of insect migrants is critically important for the study of insect migration. Radar is an effective means of detecting nocturnal insect migrants. The mass, body shape and wingbeat frequency could be measured by the special-purpose entomological radar. These features are potentially valuable for species identification. This paper proposed a method to extract the mass of migratory insects based on ellipsoid scattering model. This model was used to approximate the small insects in the Rayleigh region, and then the inversion formula of the mass was developed based on ellipsoid scattering characteristics. Finally, through analysing statistical data of insect migrants, the formula was modified to fit small migratory insects. The root mean square percent error is 34.92% for estimates of mass. The given method can promote the species identification and biomass quantification of over-flying migratory insects, so as to study the role of insect migration in ecosystems and the pest control. |
topic |
pest control zoology radar cross-sections mean square error methods ecology crops biology computing statistical analysis remote sensing by radar wingbeat frequency special-purpose entomological radar species identification migratory insects ellipsoid scattering model approximate the small insects ellipsoid scattering characteristics insect migration insect mass heavy crop damages nocturnal insect migrants body shape |
url |
https://digital-library.theiet.org/content/journals/10.1049/joe.2019.0499 |
work_keys_str_mv |
AT shaoyangkong measurementofinsectmassbasedonellipsoidscatteringmodel AT ruiwang measurementofinsectmassbasedonellipsoidscatteringmodel AT tianjiaolang measurementofinsectmassbasedonellipsoidscatteringmodel AT changjiangliu measurementofinsectmassbasedonellipsoidscatteringmodel |
_version_ |
1721552074915708928 |