VTUAD: Vessel Type Underwater Acoustic Data
- Citation Author(s):
-
Lucas Domingos
(Centro Universitário FEI)
Phillip Skelton
(Flinders University)
Paulo Santos
(Flinders University)
- Submitted by:
- Lucas Domingos
- Date Created:
- Last updated:
- DOI:
- 10.21227/msg0-ag12
- Data Format:
12879 views
Abstract
A curated dataset containing underwater acoustic signals categorized into five different classes based on the vessel type: Cargo, Tanker, Tug, Passengership, and Background. Different subsets of data were generated from the original data considering the distance from the vessel to the hydrophone picking up the vessel's sound. These subsets, or scenarios, were created considering inclusion and exclusion radii: the first scenario has an inclusion radius of 2km and an exclusion radius of 3km; the second is defined within the interval of 3km and 4km between inclusion and exclusion radius; the third scenario is defined within the interval between 4km and 6km. Also, environmental information, obtained from the CTD recorder, is available, containing five different signals: temperature, measured in Celsius; conductivity, measured in siemens per metre; pressure, in decibar; salinity, measured in psu; and sound speed, measured in meters per second. For every different instance, the average of the measures was considered.
Instructions:
The files are divided in folders according to their scenarios. Each scenario folder has a metadata file, containing the needed information. The README.md file provides a complete information about the data and how to use it.
Dataset Files
- inclusion_2000_exclusion_4000.zip (Size: 3.31 GB)
- inclusion_2000_exclusion_4000_sha256.txt (Size: 64 bytes)
- inclusion_3000_exclusion_5000.zip (Size: 5.83 GB)
- inclusion_3000_exclusion_5000_sha256.txt (Size: 64 bytes)
- inclusion_4000_exclusion_6000.zip (Size: 4.4 GB)
- inclusion_4000_exclusion_6000_sha256.txt (Size: 64 bytes)
- inclusion_2000_exclusion_4000_zip
- inclusion_3000_exclusion_5000_zip
- inclusion_4000_exclusion_6000_zip
In reply to Any one successfully unzipped by Johnny Chen
In reply to Any one successfully unzipped by Johnny Chen
Please provide me the access of the dataset
In reply to I am having following issues: by Momin Ali
Hi, Momin Ali
I would like to ask if inclusion_3000_exclusion_5000 means the ship is 3 km away from the hydrophone, and inclusion_4000_exclusion_6000 means the ship is 4 km away from the hydrophone.
In reply to I would like to ask if by Anqi Jin
Hi Anqi Jin,
Yes, the inclusion_3000_exclusion_5000 means that the ship is anywhere on a radius of 3km to 5km from hydrophone.
Alternatively, inclusion_4000_exclusion_6000 means from 4km to 6km and inclusion_2000_exclusion_4000 is on a radius of 2km until 4km.
For more information you can look into the paper: "An investigation of preprocessing filters and deep learning methods for vessel type classification with underwater acoustic data"
In reply to Hi Anqi Jin, by Lucas Domingos
"I apologize for the inconvenience, but I would like to confirm that inclusion_3000_exclusion_5000 means the vessel is located anywhere within a radius of 3 to 5 kilometers from the hydrophone. Similarly, inclusion_4000_exclusion_6000 indicates a range of 4 to 6 kilometers, while inclusion_2000_exclusion_4000 suggests a radius of 2 to 4 kilometers. However, in the document, 2000_exclusion_4000 seems to indicate a range of 0 to 2 kilometers.
In reply to I would like to ask if by Anqi Jin
"I apologize for the inconvenience, but I would like to confirm that inclusion_3000_exclusion_5000 means the vessel is located anywhere within a radius of 3 to 5 kilometers from the hydrophone. Similarly, inclusion_4000_exclusion_6000 indicates a range of 4 to 6 kilometers, while inclusion_2000_exclusion_4000 suggests a radius of 2 to 4 kilometers. However, in the document, 2000_exclusion_4000 seems to indicate a range of 0 to 2 kilometers.
In reply to I would like to ask if by Anqi Jin
That’s a good question — I can see how the naming might suggest that https://ragdollhitstickman.io
"I apologize for the inconvenience, but I would like to confirm that inclusion_3000_exclusion_5000 means the vessel is located anywhere within a radius of 3 to 5 kilometers from the hydrophone. Similarly, inclusion_4000_exclusion_6000 indicates a range of 4 to 6 kilometers, while inclusion_2000_exclusion_4000 suggests a radius of 2 to 4 kilometers. However, in the document, 2000_exclusion_4000 seems to indicate a range of 0 to 2 kilometers.
"I apologize for the inconvenience, but I would like to confirm that inclusion_3000_exclusion_5000 means the vessel is located anywhere within a radius of 3 to 5 kilometers from the hydrophone. Similarly, inclusion_4000_exclusion_6000 indicates a range of 4 to 6 kilometers, while inclusion_2000_exclusion_4000 suggests a radius of 2 to 4 kilometers. However, in the document, 2000_exclusion_4000 seems to indicate a range of 0 to 2 kilometers.
Hi,
I have subscribed to ieee-dataport, how do I download the dataset?
How can i access the data? I am not able to acess the wav/mp3 files and can't see the readme file.
We have recently become aware that some users were not able to download dataset files for this dataset. This issue has been corrected and all IEEE DataPort subscribers should be able to download the file as expected. Please note: that as a Standard Dataset, these files are only available to Subscribers.