Title :
Preference based modeling of rheotaxis of Ayu (Plecoglossus altivelis altivelis)
Author :
Febrina, R. ; Noguchi, Hiroki ; Sekine, Masakazu ; Yamamoto, Koji ; Kanno, Atsushi ; Imai, Tetsuro ; Higuchi, Tatsuro
Author_Institution :
Grad. Sch. of Sci. & Eng., Yamaguchi Univ., Ube, Japan
Abstract :
Modeling fish behavior to observe if virtual fish can swim up a modeled river is a promising technique for estimating the easiness of fish migration. However, in many fish migration modeling researches, rheotaxis (the movement of fish in response to current) has been treated as an a priori driving force. Since rheotaxis is one of the most important factors that determine swimming direction, it should be expressed from the viewpoint of preference. In this research, we attempt to determine preference of rheotaxis based on laboratory experiments using adult and Juvenile Ayu (Plecoglossus altivelis altivelis). We conduct pair comparison of Ayu distribution between upper and lower section of a test watercourse using several velocity conditions (10, 30, 40 cm/s for Juvenile and 20, 30, 50, 70, 90 cm/s for adult). With velocities of 30 cm/s and 40 cm/s for juveniles, and 50 cm/s for adults, ayu distribution in the upper section showed a high level. Even when highly preferred illumination condition of 4000lx is set at the lower section, Ayu kept high distribution at the upper section. We define a procedure to calculate preference of rheotaxis and build it into our fish behavior simulation model on ArcGIS. The model could successfully reproduce observed fish migration behavior in a river.
Keywords :
aquaculture; digital simulation; geographic information systems; rheology; rivers; solid modelling; virtual reality; ArcGIS; Ayu distribution; Plecoglossus altivelis altivelis; a priori driving force; adult Ayu; fish behavior simulation model; fish migration behavior; fish migration modeling researches; fish movement; illumination condition; juvenile Ayu; laboratory experiments; modeled river; modeling fish behavior; pair comparison; preference based modeling; rheotaxis; swimming direction; test watercourse; velocity conditions; virtual fish; Ayu; Rheotaxis; fish migration simulation in rivers; fish preference model; illumination;
Conference_Titel :
Soft Computing and Intelligent Systems (SCIS) and 13th International Symposium on Advanced Intelligent Systems (ISIS), 2012 Joint 6th International Conference on
Conference_Location :
Kobe
Print_ISBN :
978-1-4673-2742-8
DOI :
10.1109/SCIS-ISIS.2012.6505250