cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5683/sp3/y5etdc
title: UNI-CEN Boundaries (CBF-Harmonized Shorelines) - Census Metropolitan Area (CMA) - 2006 - File Geodatabase format (NAD83 CSRS / EPSG:3348)

description: The UNI-CEN Digital Boundary File Series facilitates the mapping of UNI-CEN census data tables. Boundaries are provided in multiple formats for different use cases: Esri Shapefile (SHP), geoJson, and File Geodatabase (FGDB). SHP and FGDB files are provided in two projections: NAD83 CSRS for print cartography and WGS84 for web applications. The geoJson version is provided in WGS84 only. The UNI-CEN Standardized Census Data Tables are readily merged to these boundary files. For more information about file sources, the methods used to create them, and how to use them, consult the documentation at https://borealisdata.ca/dataverse/unicen_docs. For more information about the project, visit https://observatory.uwo.ca/unicen.
description: CBF-Harmonized Shorelines
DOI: 10.5281/zenodo.14196639
title: Local song evolution after three decades in a complex songster, the Thrush Nightingale

description: Data and birdsong recordings underlying the study

Souriau A., Sorjonen J., Petrusek A., Petrusková T. (2025): Local song evolution after three decades in a complex songster, the Thrush Nightingale. Avian Research, 16: 100224. doi: 10.1016/j.avrs.2025.100224

Data are provided in Microsoft Excels (XLSX) format. If relevant, each file contains a sheet "legend" with description of all columns.

=====

recordings from 1986.ziprecordings from 2019.zip

10-minute long recordings of Thrush Nightingale (Luscinina luscinia) from Parikkala municipality, Finland, recorded in 1986 and 2019 [PCM format, 44.1 kHz, 16 bit, mono, provided as WAV files in two separate ZIP archives]. Details about the recordings  are provided in "Recordings - basic info.xlsx". Complete recordings are accessible from collections of the Luomus Helsinki Museum, Finland.

=====

Songtype Catalogue.pdf

A catalogue displaying the song types identified in the thrush nightingale’s recordings from 1986 and 2019. Each plate exhibits several spectrograms corresponding to a type (and/or subtype), the labelled syllables composing it as well as the individual recording it was extracted from.

Syllable Catalogue.pd

A catalogue displaying the syllable types identified in the thrush nightingale’s recordings from 1986 and 2019. Each plate exhibits several spectrograms corresponding to a syllable type as a single occurrence, series or associated with linked syllables when relevant to the assignation, and other relevant information such as the syntactic use, as well as the individual recording it was extracted from.

=====

Recordings - basic info.xlsx

Basic informaiton about all recordings (males). The content matches Supplementary Table S1 in the study.

Recordings - song & syllable repertoires.xlsx

Matrices of presence/absence of song types and syllable for each recording (male), and numbers of songs assigned to each song type per male.

Repertoire sharing matrices.xlsx

Editable version of Fig. 5: Song type sharing and syllable sharing between each pair of individuals from both old recording (A=1986) and recent ones (R=2019). The number of song types shared between individuals and the resulting Jaccard similarity coefficient scores are shown above and below the diagonal, respectively. The gradient of colours highlights scores from low (red) to high (green) value.

Song details.xlsx

Information about individual songs in the recordings, including the duration, position in the recordings (start and end times), assigned song type, and cumulative count of sont and syllable types (if available) within the given recording. On a separate sheet, data underlying the syllable accumulation curve are provided (i.e., rank of a song when individual syllable types wereobserved in the recording).
DOI: 10.5281/zenodo.14196640
title: Local song evolution after three decades in a complex songster, the Thrush Nightingale

description: Data and birdsong recordings underlying the study

Souriau A., Sorjonen J., Petrusek A., Petrusková T. (2025): Local song evolution after three decades in a complex songster, the Thrush Nightingale. Avian Research, 16: 100224. doi: 10.1016/j.avrs.2025.100224

Data are provided in Microsoft Excels (XLSX) format. If relevant, each file contains a sheet "legend" with description of all columns.

=====

recordings from 1986.ziprecordings from 2019.zip

10-minute long recordings of Thrush Nightingale (Luscinina luscinia) from Parikkala municipality, Finland, recorded in 1986 and 2019 [PCM format, 44.1 kHz, 16 bit, mono, provided as WAV files in two separate ZIP archives]. Details about the recordings  are provided in "Recordings - basic info.xlsx". Complete recordings are accessible from collections of the Luomus Helsinki Museum, Finland.

=====

Songtype Catalogue.pdf

A catalogue displaying the song types identified in the thrush nightingale’s recordings from 1986 and 2019. Each plate exhibits several spectrograms corresponding to a type (and/or subtype), the labelled syllables composing it as well as the individual recording it was extracted from.

Syllable Catalogue.pd

A catalogue displaying the syllable types identified in the thrush nightingale’s recordings from 1986 and 2019. Each plate exhibits several spectrograms corresponding to a syllable type as a single occurrence, series or associated with linked syllables when relevant to the assignation, and other relevant information such as the syntactic use, as well as the individual recording it was extracted from.

=====

Recordings - basic info.xlsx

Basic informaiton about all recordings (males). The content matches Supplementary Table S1 in the study.

Recordings - song & syllable repertoires.xlsx

Matrices of presence/absence of song types and syllable for each recording (male), and numbers of songs assigned to each song type per male.

Repertoire sharing matrices.xlsx

Editable version of Fig. 5: Song type sharing and syllable sharing between each pair of individuals from both old recording (A=1986) and recent ones (R=2019). The number of song types shared between individuals and the resulting Jaccard similarity coefficient scores are shown above and below the diagonal, respectively. The gradient of colours highlights scores from low (red) to high (green) value.

Song details.xlsx

Information about individual songs in the recordings, including the duration, position in the recordings (start and end times), assigned song type, and cumulative count of sont and syllable types (if available) within the given recording. On a separate sheet, data underlying the syllable accumulation curve are provided (i.e., rank of a song when individual syllable types wereobserved in the recording).
DOI: 10.5683/sp3/dxx9tn
title: UNI-CEN Boundaries (CBF-Harmonized Shorelines) - Census Metropolitan Area (CMA) - 2006 - Esri Shapefile format (NAD83 CSRS / EPSG:3348)

description: The UNI-CEN Digital Boundary File Series facilitates the mapping of UNI-CEN census data tables. Boundaries are provided in multiple formats for different use cases: Esri Shapefile (SHP), geoJson, and File Geodatabase (FGDB). SHP and FGDB files are provided in two projections: NAD83 CSRS for print cartography and WGS84 for web applications. The geoJson version is provided in WGS84 only. The UNI-CEN Standardized Census Data Tables are readily merged to these boundary files. For more information about file sources, the methods used to create them, and how to use them, consult the documentation at https://borealisdata.ca/dataverse/unicen_docs. For more information about the project, visit https://observatory.uwo.ca/unicen.
description: CBF-Harmonized Shorelines
DOI: 10.5683/sp3/v1grre
title: UNI-CEN Boundaries (CBF-Harmonized Shorelines) - Census Metropolitan Area (CMA) - 2006 - File Geodatabase format (WGS84 / EPSG:4326)

description: The UNI-CEN Digital Boundary File Series facilitates the mapping of UNI-CEN census data tables. Boundaries are provided in multiple formats for different use cases: Esri Shapefile (SHP), geoJson, and File Geodatabase (FGDB). SHP and FGDB files are provided in two projections: NAD83 CSRS for print cartography and WGS84 for web applications. The geoJson version is provided in WGS84 only. The UNI-CEN Standardized Census Data Tables are readily merged to these boundary files. For more information about file sources, the methods used to create them, and how to use them, consult the documentation at https://borealisdata.ca/dataverse/unicen_docs. For more information about the project, visit https://observatory.uwo.ca/unicen.
description: CBF-Harmonized Shorelines
DOI: 10.5683/sp3/txglz2
title: UNI-CEN Boundaries (CBF-Harmonized Shorelines) - Census Metropolitan Area (CMA) - 2006 - Esri Shapefile format (WGS84 / EPSG:4326)

description: The UNI-CEN Digital Boundary File Series facilitates the mapping of UNI-CEN census data tables. Boundaries are provided in multiple formats for different use cases: Esri Shapefile (SHP), geoJson, and File Geodatabase (FGDB). SHP and FGDB files are provided in two projections: NAD83 CSRS for print cartography and WGS84 for web applications. The geoJson version is provided in WGS84 only. The UNI-CEN Standardized Census Data Tables are readily merged to these boundary files. For more information about file sources, the methods used to create them, and how to use them, consult the documentation at https://borealisdata.ca/dataverse/unicen_docs. For more information about the project, visit https://observatory.uwo.ca/unicen.
description: CBF-Harmonized Shorelines
DOI: 10.5281/zenodo.14745671
title: Supplementary Data "Benchmarking Quantum Reinforcement Learning"

description: Pe-computed data for re-producing the results of "Benchmarking Quantum Reinforcement Learning".

See also the GitHub repository https://github.com/nicomeyer96/qrl-benchmark
DOI: 10.5281/zenodo.14745672
title: Supplementary Data "Benchmarking Quantum Reinforcement Learning"

description: Pe-computed data for re-producing the results of "Benchmarking Quantum Reinforcement Learning".

See also the GitHub repository https://github.com/nicomeyer96/qrl-benchmark
DOI: 10.5683/sp3/6kx1o9
title: UNI-CEN Boundaries (CBF-Harmonized Shorelines) - Census Tract (CT) - 2011 - geojson format (WGS84 / EPSG:4326)

description: The UNI-CEN Digital Boundary File Series facilitates the mapping of UNI-CEN census data tables. Boundaries are provided in multiple formats for different use cases: Esri Shapefile (SHP), geoJson, and File Geodatabase (FGDB). SHP and FGDB files are provided in two projections: NAD83 CSRS for print cartography and WGS84 for web applications. The geoJson version is provided in WGS84 only. The UNI-CEN Standardized Census Data Tables are readily merged to these boundary files. For more information about file sources, the methods used to create them, and how to use them, consult the documentation at https://borealisdata.ca/dataverse/unicen_docs. For more information about the project, visit https://observatory.uwo.ca/unicen.
description: CBF-Harmonized Shorelines
DOI: 10.5683/sp3/hw7kjo
title: UNI-CEN Boundaries (CBF-Harmonized Shorelines) - Census Tract (CT) - 2011 - File Geodatabase format (NAD83 CSRS / EPSG:3348)

description: The UNI-CEN Digital Boundary File Series facilitates the mapping of UNI-CEN census data tables. Boundaries are provided in multiple formats for different use cases: Esri Shapefile (SHP), geoJson, and File Geodatabase (FGDB). SHP and FGDB files are provided in two projections: NAD83 CSRS for print cartography and WGS84 for web applications. The geoJson version is provided in WGS84 only. The UNI-CEN Standardized Census Data Tables are readily merged to these boundary files. For more information about file sources, the methods used to create them, and how to use them, consult the documentation at https://borealisdata.ca/dataverse/unicen_docs. For more information about the project, visit https://observatory.uwo.ca/unicen.
description: CBF-Harmonized Shorelines
DOI: 10.5683/sp3/twhldc
title: UNI-CEN Boundaries (CBF-Harmonized Shorelines) - Census Tract (CT) - 2011 - Esri Shapefile format (NAD83 CSRS / EPSG:3348)

description: The UNI-CEN Digital Boundary File Series facilitates the mapping of UNI-CEN census data tables. Boundaries are provided in multiple formats for different use cases: Esri Shapefile (SHP), geoJson, and File Geodatabase (FGDB). SHP and FGDB files are provided in two projections: NAD83 CSRS for print cartography and WGS84 for web applications. The geoJson version is provided in WGS84 only. The UNI-CEN Standardized Census Data Tables are readily merged to these boundary files. For more information about file sources, the methods used to create them, and how to use them, consult the documentation at https://borealisdata.ca/dataverse/unicen_docs. For more information about the project, visit https://observatory.uwo.ca/unicen.
description: CBF-Harmonized Shorelines
DOI: 10.15468/dl.hg34zd
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Austria",
 "TaxonKey is Octolasion montanum (Wessely, 1905)"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001480-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5683/sp3/searcg
title: UNI-CEN Boundaries (CBF-Harmonized Shorelines) - Census Tract (CT) - 2011 - File Geodatabase format (WGS84 / EPSG:4326)

description: The UNI-CEN Digital Boundary File Series facilitates the mapping of UNI-CEN census data tables. Boundaries are provided in multiple formats for different use cases: Esri Shapefile (SHP), geoJson, and File Geodatabase (FGDB). SHP and FGDB files are provided in two projections: NAD83 CSRS for print cartography and WGS84 for web applications. The geoJson version is provided in WGS84 only. The UNI-CEN Standardized Census Data Tables are readily merged to these boundary files. For more information about file sources, the methods used to create them, and how to use them, consult the documentation at https://borealisdata.ca/dataverse/unicen_docs. For more information about the project, visit https://observatory.uwo.ca/unicen.
description: CBF-Harmonized Shorelines
DOI: 10.5683/sp3/hv2yjn
title: UNI-CEN Boundaries (CBF-Harmonized Shorelines) - Census Tract (CT) - 2011 - Esri Shapefile format (WGS84 / EPSG:4326)

description: The UNI-CEN Digital Boundary File Series facilitates the mapping of UNI-CEN census data tables. Boundaries are provided in multiple formats for different use cases: Esri Shapefile (SHP), geoJson, and File Geodatabase (FGDB). SHP and FGDB files are provided in two projections: NAD83 CSRS for print cartography and WGS84 for web applications. The geoJson version is provided in WGS84 only. The UNI-CEN Standardized Census Data Tables are readily merged to these boundary files. For more information about file sources, the methods used to create them, and how to use them, consult the documentation at https://borealisdata.ca/dataverse/unicen_docs. For more information about the project, visit https://observatory.uwo.ca/unicen.
description: CBF-Harmonized Shorelines
DOI: 10.5683/sp3/ghzup4
title: UNI-CEN Boundaries (CBF-Harmonized Shorelines) - Census Metropolitan Area (CMA) - 2011 - geojson format (WGS84 / EPSG:4326)

description: The UNI-CEN Digital Boundary File Series facilitates the mapping of UNI-CEN census data tables. Boundaries are provided in multiple formats for different use cases: Esri Shapefile (SHP), geoJson, and File Geodatabase (FGDB). SHP and FGDB files are provided in two projections: NAD83 CSRS for print cartography and WGS84 for web applications. The geoJson version is provided in WGS84 only. The UNI-CEN Standardized Census Data Tables are readily merged to these boundary files. For more information about file sources, the methods used to create them, and how to use them, consult the documentation at https://borealisdata.ca/dataverse/unicen_docs. For more information about the project, visit https://observatory.uwo.ca/unicen.
description: CBF-Harmonized Shorelines
DOI: 10.5683/sp3/eeygtl
title: UNI-CEN Boundaries (CBF-Harmonized Shorelines) - Census Metropolitan Area (CMA) - 2011 - File Geodatabase format (NAD83 CSRS / EPSG:3348)

description: The UNI-CEN Digital Boundary File Series facilitates the mapping of UNI-CEN census data tables. Boundaries are provided in multiple formats for different use cases: Esri Shapefile (SHP), geoJson, and File Geodatabase (FGDB). SHP and FGDB files are provided in two projections: NAD83 CSRS for print cartography and WGS84 for web applications. The geoJson version is provided in WGS84 only. The UNI-CEN Standardized Census Data Tables are readily merged to these boundary files. For more information about file sources, the methods used to create them, and how to use them, consult the documentation at https://borealisdata.ca/dataverse/unicen_docs. For more information about the project, visit https://observatory.uwo.ca/unicen.
description: CBF-Harmonized Shorelines
DOI: 10.5683/sp3/vfc9u5
title: UNI-CEN Boundaries (CBF-Harmonized Shorelines) - Census Metropolitan Area (CMA) - 2011 - Esri Shapefile format (NAD83 CSRS / EPSG:3348)

description: The UNI-CEN Digital Boundary File Series facilitates the mapping of UNI-CEN census data tables. Boundaries are provided in multiple formats for different use cases: Esri Shapefile (SHP), geoJson, and File Geodatabase (FGDB). SHP and FGDB files are provided in two projections: NAD83 CSRS for print cartography and WGS84 for web applications. The geoJson version is provided in WGS84 only. The UNI-CEN Standardized Census Data Tables are readily merged to these boundary files. For more information about file sources, the methods used to create them, and how to use them, consult the documentation at https://borealisdata.ca/dataverse/unicen_docs. For more information about the project, visit https://observatory.uwo.ca/unicen.
description: CBF-Harmonized Shorelines
DOI: 10.5683/sp3/cohvbx
title: UNI-CEN Boundaries (CBF-Harmonized Shorelines) - Census Metropolitan Area (CMA) - 2011 - File Geodatabase format (WGS84 / EPSG:4326)

description: The UNI-CEN Digital Boundary File Series facilitates the mapping of UNI-CEN census data tables. Boundaries are provided in multiple formats for different use cases: Esri Shapefile (SHP), geoJson, and File Geodatabase (FGDB). SHP and FGDB files are provided in two projections: NAD83 CSRS for print cartography and WGS84 for web applications. The geoJson version is provided in WGS84 only. The UNI-CEN Standardized Census Data Tables are readily merged to these boundary files. For more information about file sources, the methods used to create them, and how to use them, consult the documentation at https://borealisdata.ca/dataverse/unicen_docs. For more information about the project, visit https://observatory.uwo.ca/unicen.
description: CBF-Harmonized Shorelines
DOI: 10.5683/sp3/8oewvx
title: UNI-CEN Boundaries (CBF-Harmonized Shorelines) - Census Metropolitan Area (CMA) - 2011 - Esri Shapefile format (WGS84 / EPSG:4326)

description: The UNI-CEN Digital Boundary File Series facilitates the mapping of UNI-CEN census data tables. Boundaries are provided in multiple formats for different use cases: Esri Shapefile (SHP), geoJson, and File Geodatabase (FGDB). SHP and FGDB files are provided in two projections: NAD83 CSRS for print cartography and WGS84 for web applications. The geoJson version is provided in WGS84 only. The UNI-CEN Standardized Census Data Tables are readily merged to these boundary files. For more information about file sources, the methods used to create them, and how to use them, consult the documentation at https://borealisdata.ca/dataverse/unicen_docs. For more information about the project, visit https://observatory.uwo.ca/unicen.
description: CBF-Harmonized Shorelines
DOI: 10.5683/sp3/hnkogw
title: UNI-CEN Boundaries (CBF-Harmonized Shorelines) - Census Tract (CT) - 2016 - geojson format (WGS84 / EPSG:4326)

description: The UNI-CEN Digital Boundary File Series facilitates the mapping of UNI-CEN census data tables. Boundaries are provided in multiple formats for different use cases: Esri Shapefile (SHP), geoJson, and File Geodatabase (FGDB). SHP and FGDB files are provided in two projections: NAD83 CSRS for print cartography and WGS84 for web applications. The geoJson version is provided in WGS84 only. The UNI-CEN Standardized Census Data Tables are readily merged to these boundary files. For more information about file sources, the methods used to create them, and how to use them, consult the documentation at https://borealisdata.ca/dataverse/unicen_docs. For more information about the project, visit https://observatory.uwo.ca/unicen.
description: CBF-Harmonized Shorelines
DOI: 10.5683/sp3/lbd4gi
title: UNI-CEN Boundaries (CBF-Harmonized Shorelines) - Census Tract (CT) - 2016 - File Geodatabase format (NAD83 CSRS / EPSG:3348)

description: The UNI-CEN Digital Boundary File Series facilitates the mapping of UNI-CEN census data tables. Boundaries are provided in multiple formats for different use cases: Esri Shapefile (SHP), geoJson, and File Geodatabase (FGDB). SHP and FGDB files are provided in two projections: NAD83 CSRS for print cartography and WGS84 for web applications. The geoJson version is provided in WGS84 only. The UNI-CEN Standardized Census Data Tables are readily merged to these boundary files. For more information about file sources, the methods used to create them, and how to use them, consult the documentation at https://borealisdata.ca/dataverse/unicen_docs. For more information about the project, visit https://observatory.uwo.ca/unicen.
description: CBF-Harmonized Shorelines
DOI: 10.5683/sp3/oywpah
title: UNI-CEN Boundaries (CBF-Harmonized Shorelines) - Census Tract (CT) - 2016 - Esri Shapefile format (NAD83 CSRS / EPSG:3348)

description: The UNI-CEN Digital Boundary File Series facilitates the mapping of UNI-CEN census data tables. Boundaries are provided in multiple formats for different use cases: Esri Shapefile (SHP), geoJson, and File Geodatabase (FGDB). SHP and FGDB files are provided in two projections: NAD83 CSRS for print cartography and WGS84 for web applications. The geoJson version is provided in WGS84 only. The UNI-CEN Standardized Census Data Tables are readily merged to these boundary files. For more information about file sources, the methods used to create them, and how to use them, consult the documentation at https://borealisdata.ca/dataverse/unicen_docs. For more information about the project, visit https://observatory.uwo.ca/unicen.
description: CBF-Harmonized Shorelines
DOI: 10.15468/dl.c3y624
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Labrax agrammus Temminck & Schlegel, 1843",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001481-250127130748423/datasets/export for details.
DOI: 10.5683/sp3/d8jxxs
title: UNI-CEN Boundaries (CBF-Harmonized Shorelines) - Census Tract (CT) - 2016 - File Geodatabase format (WGS84 / EPSG:4326)

description: The UNI-CEN Digital Boundary File Series facilitates the mapping of UNI-CEN census data tables. Boundaries are provided in multiple formats for different use cases: Esri Shapefile (SHP), geoJson, and File Geodatabase (FGDB). SHP and FGDB files are provided in two projections: NAD83 CSRS for print cartography and WGS84 for web applications. The geoJson version is provided in WGS84 only. The UNI-CEN Standardized Census Data Tables are readily merged to these boundary files. For more information about file sources, the methods used to create them, and how to use them, consult the documentation at https://borealisdata.ca/dataverse/unicen_docs. For more information about the project, visit https://observatory.uwo.ca/unicen.
description: CBF-Harmonized Shorelines