2013
DOI: 10.1016/j.ecoinf.2013.06.006
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Self-organizing map and species abundance distribution of stream benthic macroinvertebrates in revealing community patterns in different seasons

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Cited by 21 publications
(30 citation statements)
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“…Various parameters of these models (e.g., k values in the geometric series, a and γ values in the log-normal distribution) have been used as indicators for community structure [28,49,50]. In this study, we extended the scope of RADs so that it would offer more information on community structure [21,27]. The application of RAD slopes was supported by other studies that identified community responsiveness to environmental variability [26,41,42].…”
Section: Community Patterns and Indicator Speciesmentioning
confidence: 51%
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“…Various parameters of these models (e.g., k values in the geometric series, a and γ values in the log-normal distribution) have been used as indicators for community structure [28,49,50]. In this study, we extended the scope of RADs so that it would offer more information on community structure [21,27]. The application of RAD slopes was supported by other studies that identified community responsiveness to environmental variability [26,41,42].…”
Section: Community Patterns and Indicator Speciesmentioning
confidence: 51%
“…In this study, we extended the results of previous studies [21,28] to further investigate the changes in macroinvertebrate community patterns in response to urbanization in the southeast part of the Korean Peninsula. Specifically, we presented the environmental and biological characteristics, and examined the effects of anthropogenic disturbance on benthic macroinvertebrate communities by concurrently measuring hydrological/physical/chemical factors and land use types in various streams located in the Busan metropolitan area.…”
Section: Introductionmentioning
confidence: 58%
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“…Other training parameters were the default values and other details as previously published [22] . To obtained the clusters from the SOFM map, the Ward's method [23] was applied to the weights of the SOFM neurons after training and neurons with different clusters were shaded differently.…”
Section: Discussionmentioning
confidence: 99%