TY - GEN
T1 - Study the effect of ammonia by image analysis on healthiness detection for coral quality of lifetitle
AU - Hansuebsai, Aran
AU - Rungsupa, Sompop
AU - Kiyoki, Yasushi
AU - Sasaki, Shiori
AU - Chawakitchareon, Petchporn
N1 - Funding Information:
The authors appreciate the staff of Sichang Marine Science Research Station, Chonburi, Thailand for their assistance in the experiment. We also thank for the support from Global Environmental System Leaders Program, Keio University, Japan.
Publisher Copyright:
© 2018 The authors and IOS Press. All rights reserved.
PY - 2018
Y1 - 2018
N2 - 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.
AB - 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.
KW - Acropora coral
KW - Ammonia
KW - Coral healthiness
UR - http://www.scopus.com/inward/record.url?scp=85063408360&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85063408360&partnerID=8YFLogxK
U2 - 10.3233/978-1-61499-834-1-343
DO - 10.3233/978-1-61499-834-1-343
M3 - Conference contribution
AN - SCOPUS:85063408360
T3 - Frontiers in Artificial Intelligence and Applications
SP - 343
EP - 353
BT - Information Modelling and Knowledge Bases XXIX
A2 - Jaakkola, Hannu
A2 - Hansuebsai, Aran
A2 - Yoshida, Naofumi
A2 - Chawakitchareon, Petchporn
A2 - Koopipat, Chawan
A2 - Kiyoki, Yasushi
A2 - Sornlertlamvanich, Virach
A2 - Thalheim, Bernhard
PB - IOS Press
T2 - 27th International Conference on Information Modelling and Knowledge Bases, EJC 2017
Y2 - 5 June 2017 through 9 June 2017
ER -