首页 | 本学科首页   官方微博 | 高级检索  
   检索      


Species–environment relationships of fish and map‐based variables in small boreal streams: Linkages with climate change and bioassessment
Authors:Tapio Sutela  Teppo Vehanen  Pekka Jounela  Jukka Aroviita
Institution:1. Natural Resources Institute Finland (Luke), Oulu Finland ; 2. Natural Resources Institute Finland, Helsinki Finland ; 3. Natural Resources Institute Finland, Turku Finland ; 4. Finnish Environment Institute, Freshwater Centre, Oulu Finland
Abstract:Species–environment relationships were studied between the occurrence of 13 fish and lamprey species and 9 mainly map‐based environmental variables of Finnish boreal small streams. A self‐organizing map (SOM) analysis showed strong relationships between the fish species and environmental variables in a single model (explained variance 55.9%). Besides basic environmental variables such as altitude, catchment size, and mean temperature, land cover variables were also explored. A logistic regression analysis indicated that the occurrence probability of brown trout, Salmo trutta L., decreased with an increasing percentage of peatland ditch drainage in the upper catchment. Ninespine stickleback, Pungitius pungitius (L.), and three‐spined stickleback, Gasterosteus aculeatus L., seemed to benefit from urban areas in the upper catchment. Discovered relationships between fish species occurrence and land‐use attributes are encouraging for the development of fish‐based bioassessment for small streams. The presented ordination of the fish species in the mean temperature gradient will help in predicting fish community responses to climate change.
Keywords:boreal  climate change  land use  logistic regression  self‐  organizing map  small stream
设为首页 | 免责声明 | 关于勤云 | 加入收藏

Copyright©北京勤云科技发展有限公司  京ICP备09084417号