Dataset: Audio recordings of grazing jaw movements in dairy cattle

Version 2.0
Dataset: Audio recordings of grazing jaw movements in dairy cattle
Vanrell, Sebastián Rodrigo; Chelotti, José; Bugnon, Leandro; Rufiner, Hugo Leonardo; Milone, Diego; Laca, Emilio; Galli, Julio R., 2022, "Dataset: Audio recordings of grazing jaw movements in dairy cattle", https://doi.org/10.57715/UNR/T7SDAX, RDA UNR, V2, UNF:6:3DvKd50rxuRF55mOPI+klA== [fileUNF]
Learn about Data Citation Standards.
    The dataset is too large to download. Please select the files you need from the files table.
Contact Owner Share
Dataset Metrics
1,744 Views
167 Downloads
0 Citations
Description

This dataset is composed of correlated audio recordings and labels of ingestive jaw movements performed during grazing by dairy cattle. Using a wireless microphone, we recorded sounds of three Holstein dairy cows grazing short and tall alfalfa and short and tall fescue. Two experts in grazing behavior identified and labeled the start, end, and type of each jaw movement: bite, chew, and chew-bite (compound movement). For each segment of raw audio corresponding to a jaw movement we computed four well-known features: amplitude, duration, zero crossings, and envelope symmetry. These features are in the dataset and can be used as inputs to build automated methods for classification of ingestive jaw movements. Cow's grazing behavior can be monitored and characterized by identifying and analyzing these masticatory events.

(2020-06)

Value of the data: .

  • We provide a fully labeled dataset of cattle grazing behavior comprising raw audios, labels for jaw movement, and extracted features.
  • To the best of our knowledge, this is the first dataset on acoustic monitoring of ruminant behavior fully available to the scientific community.
  • Jaw-movement recognition is the basis for studying nutrition, forage intake and welfare of ruminant livestock.
  • This dataset provides audio recordings of the ingestion of two pastures (alfalfa and fescue), each at two heights (short and tall).
  • The dataset can be used to develop signal processing and machine learning methods for jaw-movement detection, segmentation, and classification.

    • Subject Agricultural Sciences; Computer and Information Science
    Keyword Cattle grazing behavior, Ingestive behavior, Acoustic monitoring, Signal processing, Feature extraction, Cattle feeding, Grazing, Monitoring, Audio recordings, Bioacoustics, Signal processing
    Related Publication Vanrell, S. R., Chelotti, J. O., Bugnon, L. A., Rufiner, H. L., Milone, D. H., Laca, E. A., & Galli, J. R. (2020). Audio recordings dataset of grazing jaw movements in dairy cattle. Data in brief, 30, 105623. doi: j.dib.2020.105623
    Notes Parameters for data collection: Cows grazing two forage species (pure alfalfa or pure tall fescue), each at two heights (tall and short) Description of data collection: Audios were recorded on three cows grazing on two forage species in individual grazing sessions: pure alfalfa or pure fescue microswards at two heights (tall or short)
    License/Data Use Agreement

    CC BY 4.0

    Table
    Tree
    Filter by
    1 to 10 of 53 Files
    A_README_jaw_movements.txt
    Plain Text - 1.5 KB
    Published Jul 27, 2022
    9 Downloads
    MD5: fdd617cd60d1737314802804bc67c189
    Dataset description.
    Preview "A_README_jaw_movements.txt"
    recording_01.txt
    dataset-jaw-movements-master/labels/Plain Text - 1.2 KB
    Published Jul 27, 2022
    5 Downloads
    MD5: 166d26e686719348317bcaefe93c451f
    Preview "dataset-jaw-movements-master/labels/recording_01.txt"
    recording_02.txt
    dataset-jaw-movements-master/labels/Plain Text - 897 B
    Published Jul 27, 2022
    5 Downloads
    MD5: 94f91d1b9a1abaf6884e268114aba96e
    Preview "dataset-jaw-movements-master/labels/recording_02.txt"
    recording_03.txt
    dataset-jaw-movements-master/labels/Plain Text - 1.6 KB
    Published Jul 27, 2022
    6 Downloads
    MD5: c63a3a49853ab6ab53d75d30a3493401
    Preview "dataset-jaw-movements-master/labels/recording_03.txt"
    recording_04.txt
    dataset-jaw-movements-master/labels/Plain Text - 1.8 KB
    Published Jul 27, 2022
    3 Downloads
    MD5: f39b085d2012d8d30353e807fea32731
    Preview "dataset-jaw-movements-master/labels/recording_04.txt"
    recording_05.txt
    dataset-jaw-movements-master/labels/Plain Text - 1.6 KB
    Published Jul 27, 2022
    1 Download
    MD5: 402ceea033782a1e0904124177a95bf6
    Preview "dataset-jaw-movements-master/labels/recording_05.txt"
    recording_06.txt
    dataset-jaw-movements-master/labels/Plain Text - 1.7 KB
    Published Jul 27, 2022
    1 Download
    MD5: 5b7c462b5bd8c937ace6c13e5a765d3d
    Preview "dataset-jaw-movements-master/labels/recording_06.txt"
    recording_07.txt
    dataset-jaw-movements-master/labels/Plain Text - 2.1 KB
    Published Jul 27, 2022
    1 Download
    MD5: 5bb5f9b32148a885bef916d44823baef
    Preview "dataset-jaw-movements-master/labels/recording_07.txt"
    recording_08.txt
    dataset-jaw-movements-master/labels/Plain Text - 250 B
    Published Jul 27, 2022
    2 Downloads
    MD5: 681c72075d65e48044c7f456f4673907
    Preview "dataset-jaw-movements-master/labels/recording_08.txt"
    recording_09.txt
    dataset-jaw-movements-master/labels/Plain Text - 1.4 KB
    Published Jul 27, 2022
    1 Download
    MD5: d7f4efb41ef644194e7173df80ce8f71
    Preview "dataset-jaw-movements-master/labels/recording_09.txt"
    Edit File

    This file has already been deleted (or replaced) in the current version. It may not be edited.

    Restrict Files

    Restricting limits access to published files. You can add or edit Terms of Access for Restricted Files and allow people to Request Access to those files.

    Enable access request
    Edit Embargo

    The selected file or files have already been published. Contact an administrator to change the embargo date or reason of the file or files.
    Delete Files

    The file will be deleted after you click on the Delete button.

    Files will not be removed from previously published versions of the dataset.

    Select File(s)

    Please select one or more files.

    Share Dataset

    Share this dataset on your favorite social media networks.

    Dataset Citations

    Citations for this dataset are retrieved from Crossref via DataCite using Make Data Count standards. For more information about dataset metrics, please refer to the User Guide.

    Sorry, no citations were found.
    Restricted Files Selected

    The selected file(s) may not be downloaded because you have not been granted access.

    Download Options

    The files selected are too large to download as a ZIP.

    You can select individual files that are below the 100.0 MB download limit from the files table, or use the Data Access API for programmatic access to the files.

    Select File(s)

    Please select a file or files to be downloaded.

    Restricted Files Selected

    The restricted file(s) selected may not be downloaded because you have not been granted access.

    Click Continue to download the files you have access to download.

    Delete Dataset

    Are you sure you want to delete this dataset and all of its files? You cannot undelete this dataset.

    Delete Draft Version

    Are you sure you want to delete this draft version? Files will be reverted to the most recently published version. You cannot undelete this draft.

    Unpublished Dataset Private URL

    Private URL can only be used with unpublished versions of datasets.

    Unpublished Dataset Private URL

    Are you sure you want to disable the Private URL? If you have shared the Private URL with others they will no longer be able to use it to access your unpublished dataset.

    Delete Files

    The file(s) will be deleted after you click on the Delete button.

    Files will not be removed from previously published versions of the dataset.

    Compute

    This dataset contains restricted files you may not compute on because you have not been granted access.

    Deaccession Dataset

    Are you sure you want to deaccession? The selected version(s) will no longer be viewable by the public.

    Deaccession Dataset

    Are you sure you want to deaccession this dataset? It will no longer be viewable by the public.

    Version Differences Details

    Please select two versions to view the differences.

    Version Differences Details
     
    Version:
    Last Updated:
    Version:
    Last Updated:
    Select File(s)

    Please select a file or files for access request.

    Select File(s)

    Embargoed files cannot be accessed. Please select an unembargoed file or files for your access request.

    Edit Tags

    Select existing file tags or create new tags to describe your files. Each file can have more than one tag.

    Request Access

      You need to Sign Up or Log In to request access.

    Dataset Terms

    This dataset is made available under the following terms. Please confirm and/or complete the information needed below in order to continue.

    Our Community Norms as well as good scientific practices expect that proper credit is given via citation. Please use the data citation shown on the dataset page.

    CC BY 4.0

    Preview Guestbook

    Upon downloading files the guestbook asks for the following information.

    Account Information

    Package File Download

    Use the Download URL in a Wget command or a download manager to download this package file. Download via web browser is not recommended. User Guide - Downloading a Dataverse Package via URL

    https://dataverse.unr.edu.ar/api/access/datafile/

    Request Access

    Please confirm and/or complete the information needed below in order to request access to files in this dataset.

    Compute Batch
    Clear Batch
    Dataset Dataset Persistent ID Change Compute Batch
    Compute Batch
    Submit for Review

    You will not be able to make changes to this dataset while it is in review.

    Publish Dataset

    Are you sure you want to republish this dataset?

    Select if this is a minor or major version update.

    CC BY 4.0

    Creative Commons Attribution 4.0 International License.
    Publish Dataset

    This dataset cannot be published until Facultad de Ciencias Agrarias is published by its administrator.

    Publish Dataset

    This dataset cannot be published until Facultad de Ciencias Agrarias and RDA UNR are published.

    Return to Author

    Return this dataset to contributor for modification.