cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.c3c2nd
title: Occurrence Download

description: A dataset containing 270 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Opuntia microdasys",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 270 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004728-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zd6vg7
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:AEL1516"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004729-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/12452657
title: US counties COVID 19 dataset
DOI: 10.15468/dl.pmfu4e
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eretmobrycon terrabensis"
 ]
}

 The dataset includes 8 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004731-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7w4qwx
title: Occurrence Download

description: A dataset containing 225 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 (Calidris bairdii)",
 "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 225 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004730-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sgt7kr
title: Occurrence Download

description: A dataset containing 1131 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Opuntia monacantha",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1131 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004733-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.azvavf
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:AEL1515"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004732-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n8hutr
title: Occurrence Download

description: A dataset containing 4733 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 (Calidris bairdii)",
 "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 4733 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004734-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.87gbup
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:AAC6054"
 ]
}

 The dataset includes 31 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004736-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pbg5zs
title: Occurrence Download

description: A dataset containing 356 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Asta schaffneri"
 ]
}

 The dataset includes 356 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004735-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sthmnq
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Opuntia phaeacantha",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004737-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m6w2fv
title: Occurrence Download

description: A dataset containing 40 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 (Calidris fuscicollis)",
 "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 40 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004739-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vpnf3f
title: Occurrence Download

description: A dataset containing 45732 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 (Calidris fuscicollis)",
 "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 45732 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004740-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15330651
title: Wilska Microphone Enhancement Dataset

description: Wilska Microphone Enhancement Dataset

A dataset of parallel fullband speech simultaneously recorded by various microphones in the Wilska Multichannel Anechoic Chamber at the Acoustics Lab of Aalto University, Espoo, Finland.

The source data comes from the VCTK dataset. It was played back using a high quality professional fullrange loudspeaker and recorded by two headset microphones and six studio microphones. The total amount of data per microphone is 23 hours, 11 minutes and 13 seconds. All data was recorded at 48kHz and 24-bit, and later on compressed in .flac format (loseless compression).

Date structure

The data is structured as follows:



headset-mics: Folder containing headset microphone recordings. Each folder contains data recorded by a single microphone.

studio-mics: Folder containing studio microphone recordings. Each folder contains data recorded by a single microphone.


Each folder contains the same number of files. Files with the same name across folders are parallel recordings, meaning that they have identical content and the same number of samples, but captured by each corresponding microphone.

Each file uses the following naming convention:

pXXX_YYY_ZZ.flac

where:



pXXX is the speaker ID, matching exactly the IDs used in the VCTK dataset. 

YYY is the utterance ID, also consistent with the VCTK dataset.

ZZ is the segment ID. Utterances were trimmed to remove silent sections, and some were split into multiple segments as a result  (e.g., p225_009_00.flac and p225_009_01.flac).


Each folder contains a meta.csv file with metadata for its corresponding subset, including a SHA256 hash to verify data integrity. These were generated using sndls with the following command:



sndls audio --csv meta.csv -e .flac -r --sha256
DOI: 10.5281/zenodo.15330652
title: Wilska Microphone Enhancement Dataset

description: Wilska Microphone Enhancement Dataset

A dataset of parallel fullband speech simultaneously recorded by various microphones in the Wilska Multichannel Anechoic Chamber at the Acoustics Lab of Aalto University, Espoo, Finland.

The source data comes from the VCTK dataset. It was played back using a high quality professional fullrange loudspeaker and recorded by two headset microphones and six studio microphones. The total amount of data per microphone is 23 hours, 11 minutes and 13 seconds. All data was recorded at 48kHz and 24-bit, and later on compressed in .flac format (loseless compression).

Date structure

The data is structured as follows:



headset-mics: Folder containing headset microphone recordings. Each folder contains data recorded by a single microphone.

studio-mics: Folder containing studio microphone recordings. Each folder contains data recorded by a single microphone.


Each folder contains the same number of files. Files with the same name across folders are parallel recordings, meaning that they have identical content and the same number of samples, but captured by each corresponding microphone.

Each file uses the following naming convention:

pXXX_YYY_ZZ.flac

where:



pXXX is the speaker ID, matching exactly the IDs used in the VCTK dataset. 

YYY is the utterance ID, also consistent with the VCTK dataset.

ZZ is the segment ID. Utterances were trimmed to remove silent sections, and some were split into multiple segments as a result  (e.g., p225_009_00.flac and p225_009_01.flac).


Each folder contains a meta.csv file with metadata for its corresponding subset, including a SHA256 hash to verify data integrity. These were generated using sndls with the following command:



sndls audio --csv meta.csv -e .flac -r --sha256
DOI: 10.15468/dl.vwkqat
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:ADM6050"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004741-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nvhw9z
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eretmobrycon dahli"
 ]
}

 The dataset includes 31 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004742-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2495ej
title: Occurrence Download

description: A dataset containing 152 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 (Calidris fuscicollis)",
 "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 152 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004744-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xt7a3p
title: Occurrence Download

description: A dataset containing 11377 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Batara cinerea"
 ]
}

 The dataset includes 11377 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004743-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fzqqk3
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Opuntia polyacantha",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 22 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004745-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cwua6t
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:ADE2540"
 ]
}

 The dataset includes 9 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004747-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.38nepa
title: Occurrence Download

description: A dataset containing 161 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 (Calidris fuscicollis)",
 "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 161 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004746-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.47uctg
title: Occurrence Download

description: A dataset containing 416 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Opuntia puberula",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 416 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004749-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.knue68
title: Occurrence Download

description: A dataset containing 6237 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pithys albifrons"
 ]
}

 The dataset includes 6237 records from 95 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004748-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3kttys
title: Occurrence Download

description: A dataset containing 77705 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Alchemilla monticola"
 ]
}

 The dataset includes 77705 records from 376 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004696-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j2sjbf
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:ACD9167"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004750-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vt2bkk
title: Occurrence Download

description: A dataset containing 131 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Opuntia robusta",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 131 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004752-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bv4afe
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Atacama nivea"
 ]
}

 The dataset includes 36 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004751-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xk4mzd
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:ADR3188"
 ]
}

 The dataset includes 53 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004753-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/12452682
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.pcu498
title: Occurrence Download

description: A dataset containing 2471 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aldama dentata"
 ]
}

 The dataset includes 2471 records from 97 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004754-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sanz4c
title: Occurrence Download

description: A dataset containing 77705 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Alchemilla monticola"
 ]
}

 The dataset includes 77705 records from 376 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004695-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.ccs8ygf
title: CCDC 723585: Experimental Crystal Structure Determination

description: Related Article: Kanniyappan Gopi, Brijesh Rathi, Natesan Thirupathi|2010|J.Chem.Sci.(Bangalore,India)|122|157|doi:10.1007/s12039-010-0017-8
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.ccs8yhg
title: CCDC 723586: Experimental Crystal Structure Determination

description: Related Article: Kanniyappan Gopi, Brijesh Rathi, Natesan Thirupathi|2010|J.Chem.Sci.(Bangalore,India)|122|157|doi:10.1007/s12039-010-0017-8
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.