Study the effect of ammonia by image analysis on healthiness detection for coral quality of lifetitle

Aran Hansuebsai, Sompop Rungsupa, Yasushi Kiyoki, Shiori Sasaki, Petchporn Chawakitchareon

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Abstract

This research deals with the monitoring techniques using normal and multi-spectrum cameras to detect coral healthiness. The Acropora Corals were investigated in laboratory experiment. Parameter of investigation is Ammonia contamination from 0.01 ppm to 10.0 ppm. Under these conditions, the images of coral were captured and analyzed. An Entropy and coral indices of the obtained images were proposed. The important finding in this study is the feature extraction of coral healthiness: (1) event detection, (2) % degradation and (3) relationship between coral index and entropy. For event detection, the trends of water quality parameters such as temperature and salinity was considered. The obtained entropy values gave % degradation of coral. It was also found that GRCI index related with the relevant entropy values of coral images.

Original languageEnglish
Title of host publicationInformation Modelling and Knowledge Bases XXIX
EditorsNaofumi Yoshida, Chawan Koopipat, Yasushi Kiyoki, Petchporn Chawakitchareon, Aran Hansuebsai, Virach Sornlertlamvanich, Bernhard Thalheim, Hannu Jaakkola
PublisherIOS Press
Pages343-353
Number of pages11
ISBN (Electronic)9781614998334
DOIs
Publication statusPublished - 2018 Jan 1
Event27th International Conference on Information Modelling and Knowledge Bases, EJC 2017 - Krabi, Thailand
Duration: 2017 Jun 52017 Jun 9

Publication series

NameFrontiers in Artificial Intelligence and Applications
Volume301
ISSN (Print)0922-6389

Conference

Conference27th International Conference on Information Modelling and Knowledge Bases, EJC 2017
CountryThailand
CityKrabi
Period17/6/517/6/9

Fingerprint

Image analysis
Ammonia
Entropy
Degradation
Water quality
Feature extraction
Contamination
Cameras
Monitoring
Experiments
Temperature

Keywords

  • Acropora coral
  • Ammonia
  • Coral healthiness

ASJC Scopus subject areas

  • Artificial Intelligence

Cite this

Hansuebsai, A., Rungsupa, S., Kiyoki, Y., Sasaki, S., & Chawakitchareon, P. (2018). Study the effect of ammonia by image analysis on healthiness detection for coral quality of lifetitle. In N. Yoshida, C. Koopipat, Y. Kiyoki, P. Chawakitchareon, A. Hansuebsai, V. Sornlertlamvanich, B. Thalheim, ... H. Jaakkola (Eds.), Information Modelling and Knowledge Bases XXIX (pp. 343-353). (Frontiers in Artificial Intelligence and Applications; Vol. 301). IOS Press. https://doi.org/10.3233/978-1-61499-834-1-343

Study the effect of ammonia by image analysis on healthiness detection for coral quality of lifetitle. / Hansuebsai, Aran; Rungsupa, Sompop; Kiyoki, Yasushi; Sasaki, Shiori; Chawakitchareon, Petchporn.

Information Modelling and Knowledge Bases XXIX. ed. / Naofumi Yoshida; Chawan Koopipat; Yasushi Kiyoki; Petchporn Chawakitchareon; Aran Hansuebsai; Virach Sornlertlamvanich; Bernhard Thalheim; Hannu Jaakkola. IOS Press, 2018. p. 343-353 (Frontiers in Artificial Intelligence and Applications; Vol. 301).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Hansuebsai, A, Rungsupa, S, Kiyoki, Y, Sasaki, S & Chawakitchareon, P 2018, Study the effect of ammonia by image analysis on healthiness detection for coral quality of lifetitle. in N Yoshida, C Koopipat, Y Kiyoki, P Chawakitchareon, A Hansuebsai, V Sornlertlamvanich, B Thalheim & H Jaakkola (eds), Information Modelling and Knowledge Bases XXIX. Frontiers in Artificial Intelligence and Applications, vol. 301, IOS Press, pp. 343-353, 27th International Conference on Information Modelling and Knowledge Bases, EJC 2017, Krabi, Thailand, 17/6/5. https://doi.org/10.3233/978-1-61499-834-1-343
Hansuebsai A, Rungsupa S, Kiyoki Y, Sasaki S, Chawakitchareon P. Study the effect of ammonia by image analysis on healthiness detection for coral quality of lifetitle. In Yoshida N, Koopipat C, Kiyoki Y, Chawakitchareon P, Hansuebsai A, Sornlertlamvanich V, Thalheim B, Jaakkola H, editors, Information Modelling and Knowledge Bases XXIX. IOS Press. 2018. p. 343-353. (Frontiers in Artificial Intelligence and Applications). https://doi.org/10.3233/978-1-61499-834-1-343
Hansuebsai, Aran ; Rungsupa, Sompop ; Kiyoki, Yasushi ; Sasaki, Shiori ; Chawakitchareon, Petchporn. / Study the effect of ammonia by image analysis on healthiness detection for coral quality of lifetitle. Information Modelling and Knowledge Bases XXIX. editor / Naofumi Yoshida ; Chawan Koopipat ; Yasushi Kiyoki ; Petchporn Chawakitchareon ; Aran Hansuebsai ; Virach Sornlertlamvanich ; Bernhard Thalheim ; Hannu Jaakkola. IOS Press, 2018. pp. 343-353 (Frontiers in Artificial Intelligence and Applications).
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