Abstract
This study proposes a visualization framework for bottlenose dolphin (Tursiops truncatus) whistle classification using statistical signal properties such as slope, standard deviation, kurtosis, skewness, minimum and maximum frequency, frequency range, absolute value, and duration. For each whistle, all statistical properties are stored in a MySQL database, one of the relational databases, so that users can classify whistles. Moreover, correlation values are provided in a heat map to examine the similarity of whistles among the population. This framework will allow marine mammal researchers to determine the whistle properties of individual bottlenose dolphins. Researchers can then investigate behavioral and ecological questions such as (i) does whistle structure differs among dolphin populations (ii) and does anthropogenic noise affects whistle structure.
| Original language | English |
|---|---|
| Title of host publication | 2022 IEEE/ACIS 20th International Conference on Software Engineering Research, Management and Applications, SERA 2022 |
| Editors | Juyeon Jo, Yeong-Tae Song, Lin Deng, Junghwan Rhee |
| Publisher | Institute of Electrical and Electronics Engineers Inc. |
| Pages | 22-29 |
| Number of pages | 8 |
| ISBN (Electronic) | 9781665483506 |
| DOIs | |
| State | Published - 2022 |
| Event | 20th IEEE/ACIS International Conference on Software Engineering Research, Management and Applications, SERA 2022 - Las Vegas, United States Duration: May 25 2022 → May 27 2022 |
Publication series
| Name | 2022 IEEE/ACIS 20th International Conference on Software Engineering Research, Management and Applications, SERA 2022 |
|---|
Conference
| Conference | 20th IEEE/ACIS International Conference on Software Engineering Research, Management and Applications, SERA 2022 |
|---|---|
| Country/Territory | United States |
| City | Las Vegas |
| Period | 05/25/22 → 05/27/22 |
UN SDGs
This output contributes to the following UN Sustainable Development Goals (SDGs)
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SDG 14 Life Below Water
Scopus Subject Areas
- Management of Technology and Innovation
- Computer Networks and Communications
- Computer Science Applications
- Software
- Safety, Risk, Reliability and Quality
Keywords
- Bottlenose Dolphin
- Classification
- MySQL
- Visualization
- Whistle
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