Predicting the spatial distribution of the invasive piscivorous chub (Opsariichthys uncirostris uncirostris) in the irrigation ditches of Kyushu, Japan: a tool for the risk management of biological invasions

被引:17
作者
Sato, Mayumi [1 ]
Kawaguchi, Yoichi [1 ]
Yamanaka, Hiroki [2 ]
Okunaka, Tomoyuki [1 ]
Nakajima, Jun [1 ]
Mitani, Yasuhiro [4 ]
Shimatani, Yukihiro [1 ]
Mukai, Takahiko [3 ]
Onikura, Norio [5 ]
机构
[1] Kyushu Univ, Watershed Management Lab, Dept Urban & Environm Engn, Nishi Ku, Fukuoka 8190395, Japan
[2] Ryukoku Univ, Dept Environm Solut Technol, Fac Sci & Technol, Shiga 5202194, Japan
[3] Gifu Univ, Fac Reg Studies, Gifu 5011193, Japan
[4] Kyushu Univ, Inst Environm Syst, Dept Civil Engn, Nishi Ku, Fukuoka 8190395, Japan
[5] Kyushu Univ, Fishery Res Lab, Fukutsu, Fukuoka 8113304, Japan
关键词
Invasive fish; Ecological modelling; Logistic regression; GIS; Species distribution map; FRESH-WATER FISHES; HABITAT; LAKES; INTRODUCTIONS; URBANIZATION; OCCURRENCES; PATTERNS; MODELS; ISLAND; RIVER;
D O I
10.1007/s10530-010-9762-3
中图分类号
X176 [生物多样性保护];
学科分类号
090705 ;
摘要
The piscivorous chub (Opsariichthys uncirostris uncirostris) has widely invaded Kyushu Island in Japan, and its presence in irrigation ditches known as creeks around Ariake Bay has caused particular concern because various native freshwater fishes are also known to exist in the region. In order to examine the habitat characteristics that are related to its occurrence, we developed a species distribution model for piscivorous chub that inhabits creeks in the Kase river catchment by using geographic and habitat variables that were both biotic and abiotic. We then evaluated the model by using a different data set from the adjacent Chikugo river catchment. The resulting multiple logistic regression model, whose performance was supported by a high value of 0.881 for the area under the receiver operating characteristics curve (AUC), indicated that the occurrence of piscivorous chub was strongly affected by the watercourse distance from the source populations in the Kase river. The model's performance was still high (AUC = 0.792) when tested with the data set from the Chikugo river catchment. We also produced a GIS map that projects the predicted distribution of piscivorous chub across all creeks within the Kase river catchment. The result is likely to reflect the connectivity between static and lentic habitat and is not merely a question of the simple distance from the source populations. We also discuss how the potential distribution map can be applied to the management of piscivorous chub.
引用
收藏
页码:3677 / 3686
页数:10
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