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A new approach to monitor and assess the damage caused by two-spotted spider mite

Uygun, Tahsin; Ozguven, Mehmet Metin; Yanar, Durdane


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<oai_dc:dc xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
  <dc:creator>Uygun, Tahsin</dc:creator>
  <dc:creator>Ozguven, Mehmet Metin</dc:creator>
  <dc:creator>Yanar, Durdane</dc:creator>
  <dc:date>2020-01-01</dc:date>
  <dc:description>This study uses an image-processing technique to determine the damage level caused by two-spotted spider mite (Tetranychus urticae Koch) to cucumber plants and changes in the number of mites in a greenhouse. Firstly, a new agricultural platform was developed to ensure camera stability for capturing quality images. The images of 50 leaves infested with T. urticae were captured weekly for 5 weeks with the platform, which resulted in 250 images. Fifty of these captured images were randomly selected and processed with an image-processing algorithm developed using an image processing toolbox module of MATLAB. The results obtained from the image processing algorithm were compared with expert observations. The image-processing method predicted the damage with 3.91 root mean squared error (RMSE). A highly significant positive relationship was found between image processing and expert observations. The results indicate that this new image-processing method may be successfully used in place of expert observation to determine T. urticae damage in greenhouses.</dc:description>
  <dc:identifier>https://aperta.ulakbim.gov.trrecord/5999</dc:identifier>
  <dc:identifier>oai:zenodo.org:5999</dc:identifier>
  <dc:rights>info:eu-repo/semantics/openAccess</dc:rights>
  <dc:rights>http://www.opendefinition.org/licenses/cc-by</dc:rights>
  <dc:source>EXPERIMENTAL AND APPLIED ACAROLOGY 82(3) 335-346</dc:source>
  <dc:title>A new approach to monitor and assess the damage caused by two-spotted spider mite</dc:title>
  <dc:type>info:eu-repo/semantics/article</dc:type>
  <dc:type>publication-article</dc:type>
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