cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.63qh6d
title: Occurrence Download

description: A dataset listing the 448 species recorded in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Pinus pumila (Pall.) Regel",
 "HasGeospatialIssue is false"
 ]
}

 The dataset's 448 records were derived from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004057-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zuwrny
title: Occurrence Download

description: A dataset containing 68725 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Medicago arabica (L.) Huds."
 ]
}

 The dataset includes 68725 records from 491 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0292521-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t7m6xg
title: Occurrence Download

description: A dataset containing 353239 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stellaria graminea L."
 ]
}

 The dataset includes 353239 records from 846 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0269897-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qsw27y
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Arundo donax",
 "Country is Cuba",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025972-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jv8myr
title: Occurrence Download

description: A dataset containing 16808 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mus musculus",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 16808 records from 83 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025973-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xjh888
title: Occurrence Download

description: A dataset containing 167 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Arundo donax",
 "Country is Cyprus",
 "HasCoordinate is true"
 ]
}

 The dataset includes 167 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025974-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8zs9r5
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Arundo donax",
 "Country is Dominican Republic",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025977-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dvzu5d
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mus musculus",
 "Country is Uruguay",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025978-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yuk8th
title: Occurrence Download

description: A dataset containing 76 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Calotis lappulacea",
 "Country is New Zealand",
 "HasCoordinate is true"
 ]
}

 The dataset includes 76 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025979-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7dcthh
title: Occurrence Download

description: A dataset containing 116 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Arundo donax",
 "Country is Ecuador",
 "HasCoordinate is true"
 ]
}

 The dataset includes 116 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025983-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mpdurx
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Sciurus variegatoides)",
 "Country is one of (Bermuda, Canada, Greenland, Saint Pierre and Miquelon, United States of America)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025980-250717081556266/datasets/export for details.
DOI: 10.15468/dl.ueb9nr
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Sciurus variegatoides)",
 "Country is one of (Afghanistan, Armenia, Azerbaijan, Bahrain, Bangladesh, Bhutan, Brunei Darussalam, Cambodia, China, Cyprus, Georgia, Hong Kong, India, Indonesia, Iran (Islamic Republic of), Iraq, Israel, Japan, Jordan, Kazakhstan, Korea (Democratic People’s Republic of), Korea, Republic of, Kuwait, Kyrgyzstan, Lao People’s Democratic Republic, Lebanon, Macao, Malaysia, Maldives, Mongolia, Myanmar, Nepal, Oman, Pakistan, Palestine, State of, Philippines, Qatar, Saudi Arabia, Singapore, Sri Lanka, Syrian Arab Republic, Tajikistan, Thailand, Timor-Leste, Türkiye, Turkmenistan, United Arab Emirates, Uzbekistan, Viet Nam, Yemen)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025982-250717081556266/datasets/export for details.
DOI: 10.15468/dl.cj8he9
title: Occurrence Download

description: A dataset containing 5380 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Sciurus variegatoides)",
 "Country is one of (Anguilla, Antigua and Barbuda, Argentina, Aruba, Bahamas, Barbados, Belize, Bolivia (Plurinational State of), Bonaire, Sint Eustatius and Saba, Bouvet Island, Brazil, Cayman Islands, Chile, Colombia, Costa Rica, Cuba, Curaçao, Dominica, Dominican Republic, Ecuador, El Salvador, Falkland Islands (Malvinas), French Guiana, Grenada, Guadeloupe, Guatemala, Guyana, Haiti, Honduras, Jamaica, Martinique, Mexico, Montserrat, Nicaragua, Panama, Paraguay, Peru, Puerto Rico, Saint Barthélemy, Saint Kitts and Nevis, Saint Lucia, Saint Martin (French part), Saint Vincent and the Grenadines, Sint Maarten (Dutch part), South Georgia and the South Sandwich Islands, Suriname, Trinidad and Tobago, Turks and Caicos Islands, Uruguay, Venezuela (Bolivarian Republic of), Virgin Islands (British), Virgin Islands (U.S.))"
 ]
}

 The dataset includes 5380 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025981-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g7s64b
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mus musculus",
 "Country is Vanuatu",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025984-250717081556266/datasets/export for details.
DOI: 10.34740/kaggle/dsv/12540101
title: Egypt Gold Prices | Daily Updated
DOI: 10.15468/dl.6czsey
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhynchophorus ferrugineus",
 "Country is Albania",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025986-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e2wax3
title: Occurrence Download

description: A dataset containing 1594 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pasithea caerulea"
 ]
}

 The dataset includes 1594 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025989-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s8vrjf
title: Occurrence Download

description: A dataset containing 2298 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Testudo hermanni hermanni"
 ]
}

 The dataset includes 2298 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025988-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gzgax7
title: Occurrence Download

description: A dataset containing 394 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Helichrysum petiolare",
 "Country is New Zealand",
 "HasCoordinate is true"
 ]
}

 The dataset includes 394 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025990-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15948623
title: LENS-DF Sample Data: A Dataset for Long-Form, Multi-Speaker, and Noisy Audio

description: This repository offers a sample dataset generated using the LENS-DF pipeline, a novel framework designed for creating long-form, multi-speaker, and noisy audio data. This work has been accepted to IEEE IJCB 2025. The arXiv link to the camera-ready paper will be added shortly.

The provided sample data is derived from the ASVspoof 2019 LA development and evaluation sets, with partitions corresponding to the original dataset's structure.

For detailed information regarding the file structure and usage of this sample data, please refer to the main LENS-DF GitHub repository [1]. You can also utilize the pipeline available in the main repository to generate your own custom datasets.

NOTE: The 'Path' entries in ultra_deepfake.csv demonstrate solely as formatting examples within their respective clusters. Please use them for reference only.

If you find this work valuable for your research, please consider citing our paper:

@inproceedings{Liu2025LENSDF,  author = {Liu, Xuechen and Ge, Wanying and Wang, Xin and Yamagishi, Junichi},  title = {LENS-DF: Deepfake Detection and Temporal Localization for Long-Form Noisy Speech},  booktitle = {IEEE International Joint Conference on Biometrics (IJCB)},  address = {Osaka, Japan},  year = {2025},}

[1] https://github.com/nii-yamagishilab/LENS-DF-DataGen (not active yet)

------------------

Authors: Xuechen Liu, Wanying Ge, Xin Wang, and Junichi Yamagishi

Affiliation: National Institute of Informatics, Japan

Acknowledgements: This study is supported by the New Energy and Industrial Technology Development Organization (NEDO, JPNP22007), and JST AIP Acceleration Research (JPMJCR24U3). This study was partially carried out using the TSUBAME4.0 supercomputer at the Institute of Science Tokyo.
DOI: 10.5281/zenodo.15948624
title: LENS-DF Sample Data: A Dataset for Long-Form, Multi-Speaker, and Noisy Audio

description: This repository offers a sample dataset generated using the LENS-DF pipeline, a novel framework designed for creating long-form, multi-speaker, and noisy audio data. This work has been accepted to IEEE IJCB 2025. The arXiv link to the camera-ready paper will be added shortly.

The provided sample data is derived from the ASVspoof 2019 LA development and evaluation sets, with partitions corresponding to the original dataset's structure.

For detailed information regarding the file structure and usage of this sample data, please refer to the main LENS-DF GitHub repository [1]. You can also utilize the pipeline available in the main repository to generate your own custom datasets.

NOTE: The 'Path' entries in ultra_deepfake.csv demonstrate solely as formatting examples within their respective clusters. Please use them for reference only.

If you find this work valuable for your research, please consider citing our paper:

@inproceedings{Liu2025LENSDF,  author = {Liu, Xuechen and Ge, Wanying and Wang, Xin and Yamagishi, Junichi},  title = {LENS-DF: Deepfake Detection and Temporal Localization for Long-Form Noisy Speech},  booktitle = {IEEE International Joint Conference on Biometrics (IJCB)},  address = {Osaka, Japan},  year = {2025},}

[1] https://github.com/nii-yamagishilab/LENS-DF-DataGen (not active yet)

------------------

Authors: Xuechen Liu, Wanying Ge, Xin Wang, and Junichi Yamagishi

Affiliation: National Institute of Informatics, Japan

Acknowledgements: This study is supported by the New Energy and Industrial Technology Development Organization (NEDO, JPNP22007), and JST AIP Acceleration Research (JPMJCR24U3). This study was partially carried out using the TSUBAME4.0 supercomputer at the Institute of Science Tokyo.
DOI: 10.15468/dl.b2jh9b
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhynchophorus ferrugineus",
 "Country is Cambodia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 15 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025987-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ensq4t
title: Occurrence Download

description: A dataset containing 193 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Helichrysum petiolare",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 193 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025991-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hn4c9x
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Sciurus variegatoides)",
 "Country is one of (Algeria, Angola, Benin, Botswana, British Indian Ocean Territory, Burkina Faso, Burundi, Cabo Verde, Cameroon, Central African Republic, Chad, Comoros, Congo, Congo, Democratic Republic of the, Côte d’Ivoire, Djibouti, Egypt, Equatorial Guinea, Eritrea, Eswatini, Ethiopia, French Southern Territories, Gabon, Gambia, Ghana, Guinea, Guinea-Bissau, Kenya, Lesotho, Liberia, Libya, Madagascar, Malawi, Mali, Mauritania, Mauritius, Mayotte, Morocco, Mozambique, Namibia, Niger, Nigeria, Réunion, Rwanda, Saint Helena, Ascension and Tristan da Cunha, Sao Tome and Principe, Senegal, Seychelles, Sierra Leone, Somalia, South Africa, South Sudan, Sudan, Tanzania, United Republic of, Togo, Tunisia, Uganda, Western Sahara, Zambia, Zimbabwe)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025995-250717081556266/datasets/export for details.
DOI: 10.5281/zenodo.16301743
title: SCS_Test_Region_3km

description: Numerical simulation in SCS_Test_Region. Horizontal Resolution: 3km
DOI: 10.15468/dl.d24cjr
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhynchophorus ferrugineus",
 "Country is Cyprus",
 "HasCoordinate is true"
 ]
}

 The dataset includes 42 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025994-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4gdymx
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Sciurus variegatoides)",
 "Country is one of (American Samoa, Australia, Christmas Island, Cocos (Keeling) Islands, Cook Islands, Fiji, French Polynesia, Guam, Heard Island and McDonald Islands, Kiribati, Marshall Islands, Micronesia (Federated States of), Nauru, New Caledonia, New Zealand, Niue, Norfolk Island, Northern Mariana Islands, Palau, Papua New Guinea, Pitcairn, Samoa, Solomon Islands, Tokelau, Tonga, Tuvalu, United States Minor Outlying Islands, Vanuatu, Wallis and Futuna)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025992-250717081556266/datasets/export for details.
DOI: 10.15468/dl.4y46ct
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Sciurus variegatoides)",
 "Country is one of (Åland Islands, Albania, Andorra, Austria, Belarus, Belgium, Bosnia and Herzegovina, Bulgaria, Croatia, Czechia, Denmark, Estonia, Faroe Islands, Finland, France, Germany, Gibraltar, Greece, Guernsey, Holy See, Hungary, Iceland, Ireland, Isle of Man, Italy, Jersey, Latvia, Liechtenstein, Lithuania, Luxembourg, Malta, Moldova, Republic of, Monaco, Montenegro, Netherlands, North Macedonia, Norway, Poland, Portugal, Romania, Russian Federation, San Marino, Serbia, Slovakia, Slovenia, Spain, Svalbard and Jan Mayen, Sweden, Switzerland, Ukraine, United Kingdom of Great Britain and Northern Ireland)"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025993-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y5p7ry
title: Occurrence Download

description: A dataset containing 153 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhynchophorus ferrugineus",
 "Country is Egypt",
 "HasCoordinate is true"
 ]
}

 The dataset includes 153 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025996-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.21817836
title: How do I choose a repository_.pdf

description: How do I choose a repository help document for the AMS 2023 Open Science and Data Help Desk.
DOI: 10.6084/m9.figshare.21817836.v1
title: How do I choose a repository_.pdf

description: How do I choose a repository help document for the AMS 2023 Open Science and Data Help Desk.
DOI: 10.15468/dl.u5mbef
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Arundo donax",
 "Country is Micronesia (Federated States of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025997-250717081556266/datasets/export for details.
DOI: 10.15468/dl.vh9p53
title: Occurrence Download

description: A dataset containing 63 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Senecio planiflorus"
 ]
}

 The dataset includes 63 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025998-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y2yyg6
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Arundo donax",
 "Country is Fiji",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025999-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h6aytr
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hieracium caespitosum",
 "Country is New Zealand",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026000-250717081556266/datasets/export for details.
DOI: 10.15468/dl.w5dfnv
title: Occurrence Download

description: A dataset containing 666 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hieracium caespitosum",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 666 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026001-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h5khwt
title: Occurrence Download

description: A dataset containing 109 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rattus norvegicus",
 "Country is Argentina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 109 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026002-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.