2019
DOI: 10.1111/faf.12399
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Trait‐based ecology of fishes: A quantitative assessment of literature trends and knowledge gaps using topic modelling

Abstract: Species traits are a new data currency to enhance our understanding of ecological patterns and processes. Trait‐based studies of fishes are numerous in comparison with other animal groups, reflecting the diversity of fish forms and functions they provide to aquatic ecosystems. We conduct a retrospective examination of literature to identify knowledge gaps and provide guidance for future research in trait‐based fish ecology. We apply an automated text mining and topic modelling to track the evolution of researc… Show more

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Cited by 35 publications
(43 citation statements)
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“…We build on this knowledge by using categorical traits for fish communities and demonstrating how function‐specific trait space analyses can be used to assess diversity relating to particular functions. Additionally, by incorporating physiological, behavioural and life‐history traits, this research addresses concerns about gaps in the field of trait‐based ecology (Luiz et al., 2019).…”
Section: Discussionmentioning
confidence: 99%
“…We build on this knowledge by using categorical traits for fish communities and demonstrating how function‐specific trait space analyses can be used to assess diversity relating to particular functions. Additionally, by incorporating physiological, behavioural and life‐history traits, this research addresses concerns about gaps in the field of trait‐based ecology (Luiz et al., 2019).…”
Section: Discussionmentioning
confidence: 99%
“…Therefore, some epithets used in research surrounding non-perennial systems are also used for different fields beyond describing water flow in lotic ecosystems. While these papers could be related to non-perennial systems, the number of papers in our search results were too many to thoroughly examine as has been done in other LDA analyses [ 34 ]. This highlights the need for specific titles and keywords to ensure related papers appear in WoS searches.…”
Section: Discussionmentioning
confidence: 99%
“…We acknowledge that the ecomorphological approach used to represent the functional attributes of stream fish assemblages has limitations (Luiz et al., 2019). The inclusion of hard traits, such as trophic preferences and fish reproductive attributes may allow a better understanding of the effects of climate change over time.…”
Section: Discussionmentioning
confidence: 99%