4.7 Article

Analyzing publicly available videos about recreational fishing reveals key ecological and social insights: A case study about groupers in the Mediterranean Sea

期刊

SCIENCE OF THE TOTAL ENVIRONMENT
卷 765, 期 -, 页码 -

出版社

ELSEVIER
DOI: 10.1016/j.scitotenv.2020.142672

关键词

Depth refuge hypothesis; Ontogenetic deepening; Meridionalization; Northward expansion; Angling; Spearfishing

资金

  1. Juan de la Cierva Incorporacion research fellowship by the Spanish Ministry of Science and Innovation [IJC2018-035389-1]
  2. Helsinki Institute of Sustainability Science (HELSUS)
  3. University of Helsinki
  4. European Union [869300]
  5. European Union (European Maritime and Fisheries Fund)
  6. State of Mecklenburg-Vorpommern (Germany) [MV-I.18-LM-004, B 730117000069]
  7. German Federal Ministry of Education and Research [01LC1826E, 033W046A]

向作者/读者索取更多资源

The study utilizes YouTube video data for digital analysis, finding that user-supplied data can help reveal the temporal and spatial ecological patterns of fish species and fill knowledge gaps in existing international datasets.
iEcology and conservation culturomics are two emerging research approaches that rely on digital data for studying ecological patterns and human-nature interactions. We applied data mining of videos published on YouTube related to recreational fishing of four species of groupers (family: Epinephelidae) in Italy between 2011 and 2017 to learnwhether digital user-supplied data help uncover key spatio-temporal ecological patterns characteristic of the studied species. Our results support an ontogenetic deepening of the dusky grouper (Epinephelusmarginatus) as revealed by a positive relationship between body mass and depth of captures declared in spearfishing videos. In addition, the data support a northward expansion of the white grouper (Epinephelus aeneus) because the average latitude associated to the catch was found to be positively correlatedwith the years when the videos were uploaded on YouTube. Furthermore, the georeferenced data about the white grouper filled a knowledge gap in a well-established international occurrence records dataset. The approach presented here could help mitigating data deficiencies and inform about harvesting patterns shown by recreational anglers and spearfishers. Our work illustrates the value of digital data associated with recreational fishing for advancing fish and fisheries research. The approach can be broadened to larger spatial and temporal scales, and to different species, contributing to a better understanding ofmacroecological patterns, assessment and conservation of exploited species, and monitoring of recreational fisheries. (C) 2020 Elsevier B.V. All rights reserved.

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