1 Ocak 2020 Dergi makalesi Açık Erişim

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

Citation Style Language JSON

{
  "DOI": "10.1007/s10493-020-00561-8", 
  "abstract": "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.", 
  "author": [
    {
      "family": "Uygun", 
      "given": " Tahsin"
    }, 
    {
      "family": "Ozguven", 
      "given": " Mehmet Metin"
    }, 
    {
      "family": "Yanar", 
      "given": " Durdane"
    }
  ], 
  "container_title": "EXPERIMENTAL AND APPLIED ACAROLOGY", 
  "id": "5999", 
  "issue": "3", 
  "issued": {
    "date-parts": [
      [
        2020, 
        1, 
        1
      ]
    ]
  }, 
  "page": "335-346", 
  "title": "A new approach to monitor and assess the damage caused by two-spotted spider mite", 
  "type": "article-journal", 
  "volume": "82"
}