TY - JOUR
T1 - Environmental DNA as a 'snapshot' of fish distribution
T2 - A case study of Japanese jack mackerel in Maizuru Bay, Sea of Japan
AU - Yamamoto, Satoshi
AU - Minami, Kenji
AU - Fukaya, Keiichi
AU - Takahashi, Kohji
AU - Sawada, Hideki
AU - Murakami, Hiroaki
AU - Tsuji, Satsuki
AU - Hashizume, Hiroki
AU - Kubonaga, Shou
AU - Horiuchi, Tomoya
AU - Hongo, Masamichi
AU - Nishida, Jo
AU - Okugawa, Yuta
AU - Fujiwara, Ayaka
AU - Fukuda, Miho
AU - Hidaka, Shunsuke
AU - Suzuki, Keita W.
AU - Miya, Masaki
AU - Araki, Hitoshi
AU - Yamanaka, Hiroki
AU - Maruyama, Atsushi
AU - Miyashita, Kazushi
AU - Masuda, Reiji
AU - Minamoto, Toshifumi
AU - Kondoh, Michio
N1 - Publisher Copyright:
© 2016 Yamamoto et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
PY - 2016/3
Y1 - 2016/3
N2 - Recent studies in streams and ponds have demonstrated that the distribution and biomass of aquatic organisms can be estimated by detection and quantification of environmental DNA (eDNA). In more open systems such as seas, it is not evident whether eDNA can represent the distribution and biomass of aquatic organisms because various environmental factors (e.g., water flow) are expected to affect eDNA distribution and concentration. To test the relationships between the distribution of fish and eDNA, we conducted a grid survey in Maizuru Bay, Sea of Japan, and sampled surface and bottom waters while monitoring biomass of the Japanese jack mackerel (Trachurus japonicus) using echo sounder technology. A linear model showed a high R2 value (0.665) without outlier data points, and the association between estimated eDNA concentrations from the surface water samples and echo intensity was significantly positive, suggesting that the estimated spatial variation in eDNA concentration can reflect the local biomass of the jack mackerel. We also found that a bestfit model included echo intensity obtained within 10-150 m from water sampling sites, indicating that the estimated eDNA concentration most likely reflects fish biomass within 150 m in the bay. Although eDNA from a wholesale fish market partially affected eDNA concentration, we conclude that eDNA generally provides a 'snapshot' of fish distribution and biomass in a large area. Further studies in which dynamics of eDNA under field conditions (e.g., patterns of release, degradation, and diffusion of eDNA) are taken into account will provide a better estimate of fish distribution and biomass based on eDNA.
AB - Recent studies in streams and ponds have demonstrated that the distribution and biomass of aquatic organisms can be estimated by detection and quantification of environmental DNA (eDNA). In more open systems such as seas, it is not evident whether eDNA can represent the distribution and biomass of aquatic organisms because various environmental factors (e.g., water flow) are expected to affect eDNA distribution and concentration. To test the relationships between the distribution of fish and eDNA, we conducted a grid survey in Maizuru Bay, Sea of Japan, and sampled surface and bottom waters while monitoring biomass of the Japanese jack mackerel (Trachurus japonicus) using echo sounder technology. A linear model showed a high R2 value (0.665) without outlier data points, and the association between estimated eDNA concentrations from the surface water samples and echo intensity was significantly positive, suggesting that the estimated spatial variation in eDNA concentration can reflect the local biomass of the jack mackerel. We also found that a bestfit model included echo intensity obtained within 10-150 m from water sampling sites, indicating that the estimated eDNA concentration most likely reflects fish biomass within 150 m in the bay. Although eDNA from a wholesale fish market partially affected eDNA concentration, we conclude that eDNA generally provides a 'snapshot' of fish distribution and biomass in a large area. Further studies in which dynamics of eDNA under field conditions (e.g., patterns of release, degradation, and diffusion of eDNA) are taken into account will provide a better estimate of fish distribution and biomass based on eDNA.
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U2 - 10.1371/journal.pone.0149786
DO - 10.1371/journal.pone.0149786
M3 - Article
C2 - 26933889
AN - SCOPUS:84960929379
SN - 1932-6203
VL - 11
JO - PLoS One
JF - PLoS One
IS - 3
M1 - e0149786
ER -