cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15575631
title: Carbon Emissions of Taiwan's Waste Paper Tableware Recycling – Data and Code

description: This dataset and code package accompanies the manuscript titled "The Carbon Emissions of Waste Paper Tableware Recycling from the Impact of COVID-19 on Escalated Eating Out Demand in Taiwan: A Global Supply Chain Perspective." It provides data and computational resources used to evaluate the carbon footprint of Taiwan’s waste paper tableware (WPT) recycling sector using a Multi-Regional Input-Output (MRIO) approach.

Data Content

The following datasets are included for the years 2018 to 2021, structured as 4915×1 vectors in accordance with the Eora26 MRIO sector-country classification:





Y_WPT (Final Demand): Final demand of Taiwan’s WPT recycling  (thousand USD)




WPTCE (Embodied Carbon Emissions): Total embodied CO₂ emissions from Taiwan's WPT recycling (kt CO₂)




Output: Total output of the Taiwan's WPT recycling  (thousand USD)




Direct Emission: Direct carbon emissions from the Taiwan WPT  (kt CO₂)




Indirect Emission: Indirect carbon emissions from upstream (kt CO₂)



Code Content

The MATLAB scripts provided enable full transparency and reproducibility of the analytical process. The code covers:





Construction and application of the technical coefficients matrix (A) and Leontief inverse matrix (L)




Calculation of total embodied CO₂ emissions from Taiwan's WPT recycling using the EE-MRIO model 




Direct and indirect emission separation for Taiwan’s WPT sector



Purpose and Usage

This dataset supports robust carbon accounting of the WPT recycling system and provides a replicable template for researchers applying MRIO modeling to other sectors or regions. 

Citation

Please cite this dataset when reusing the code or data for academic or policy-related work.
DOI: 10.5281/zenodo.15575632
title: Carbon Emissions of Taiwan's Waste Paper Tableware Recycling – Data and Code

description: This dataset and code package accompanies the manuscript titled "The Carbon Emissions of Waste Paper Tableware Recycling from the Impact of COVID-19 on Escalated Eating Out Demand in Taiwan: A Global Supply Chain Perspective." It provides data and computational resources used to evaluate the carbon footprint of Taiwan’s waste paper tableware (WPT) recycling sector using a Multi-Regional Input-Output (MRIO) approach.

Data Content

The following datasets are included for the years 2018 to 2021, structured as 4915×1 vectors in accordance with the Eora26 MRIO sector-country classification:





Y_WPT (Final Demand): Final demand of Taiwan’s WPT recycling  (thousand USD)




WPTCE (Embodied Carbon Emissions): Total embodied CO₂ emissions from Taiwan's WPT recycling (kt CO₂)




Output: Total output of the Taiwan's WPT recycling  (thousand USD)




Direct Emission: Direct carbon emissions from the Taiwan WPT  (kt CO₂)




Indirect Emission: Indirect carbon emissions from upstream (kt CO₂)



Code Content

The MATLAB scripts provided enable full transparency and reproducibility of the analytical process. The code covers:





Construction and application of the technical coefficients matrix (A) and Leontief inverse matrix (L)




Calculation of total embodied CO₂ emissions from Taiwan's WPT recycling using the EE-MRIO model 




Direct and indirect emission separation for Taiwan’s WPT sector



Purpose and Usage

This dataset supports robust carbon accounting of the WPT recycling system and provides a replicable template for researchers applying MRIO modeling to other sectors or regions. 

Citation

Please cite this dataset when reusing the code or data for academic or policy-related work.
DOI: 10.15468/dl.nuuukc
title: Occurrence Download

description: A dataset containing 1839591 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((72.49553 17.22252,73.74046 17.22252,73.74046 19.40313,72.49553 19.40313,72.49553 17.22252))",
 "HasCoordinate is true",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1839591 records from 264 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019462-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wmpu4d
title: Occurrence Download

description: A dataset containing 2305 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 (Clangula hyemalis (Linnaeus, 1758))",
 "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 2305 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019478-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ad8t73
title: Occurrence Download

description: A dataset containing 119 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 (Clangula hyemalis (Linnaeus, 1758))",
 "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 119 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019479-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9jfwzz
title: Occurrence Download

description: A dataset containing 36448 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Streptomyces Waksman & Henrici, 1943"
 ]
}

 The dataset includes 36448 records from 425 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019475-250525065834625/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.29209201
title: Design, synthesis, and <i>in silico</i> studies of pyrazolyl-thiazole and thiazolidinone hybrids as potential antiproliferative agents

description: Breast and liver cancers are the most common causes of cancer death and finding new anticancer agents is critical. Inspired by their antitumor potential, thiazole and thiazolidinone derivatives bearing a pyrazole core were prepared from thiosemicarbazone unit through reactions with carbon electrophiles. Compared to doxorubicin and roscovitine, <i>in vitro</i>, antiproliferative activity against MCF7 and HepG2 cancer cell panels implied the most potency of 2,4-dihydroxybenzylidene- and 4-dimethylaminobenzylidene-thiazolidinone, being capable of powerful interactions with protein receptors. In density functional theory simulation, the dimethylaminobenzylidine-thiazolidine exhibited the lowest energy gap and highest softness values. Consistently, the superlative docking score toward CDK2 protein (PDB ID: 2A4L) was shown by later compound through hydrogen bonding, arene-hydrogen, and arene-cation interactions with key nucleobases and amino acids of CDK2 protein which might be potential CDK2 inhibitor. According to ADME study, these compounds showed good lipophilicity and oral bioavailability. This work may contribute to the advancing of new potent antiproliferative agents.
DOI: 10.6084/m9.figshare.29209201.v1
title: Design, synthesis, and <i>in silico</i> studies of pyrazolyl-thiazole and thiazolidinone hybrids as potential antiproliferative agents

description: Breast and liver cancers are the most common causes of cancer death and finding new anticancer agents is critical. Inspired by their antitumor potential, thiazole and thiazolidinone derivatives bearing a pyrazole core were prepared from thiosemicarbazone unit through reactions with carbon electrophiles. Compared to doxorubicin and roscovitine, <i>in vitro</i>, antiproliferative activity against MCF7 and HepG2 cancer cell panels implied the most potency of 2,4-dihydroxybenzylidene- and 4-dimethylaminobenzylidene-thiazolidinone, being capable of powerful interactions with protein receptors. In density functional theory simulation, the dimethylaminobenzylidine-thiazolidine exhibited the lowest energy gap and highest softness values. Consistently, the superlative docking score toward CDK2 protein (PDB ID: 2A4L) was shown by later compound through hydrogen bonding, arene-hydrogen, and arene-cation interactions with key nucleobases and amino acids of CDK2 protein which might be potential CDK2 inhibitor. According to ADME study, these compounds showed good lipophilicity and oral bioavailability. This work may contribute to the advancing of new potent antiproliferative agents.
DOI: 10.5281/zenodo.15492614
title: Electroencephalographic Decoding of Sound Location: Comparing Free-Field to Headphone-Based Non-Individual Head-Related Transfer Functions

description: EEG and Behavioural Dataset

These data accompany the manuscript: EEG-Based Decoding of Sound Location: Comparing Free‐Field to Headphone‐Based Non-Individual HRTFs

Contents

The dataset comprises behavioural localisation responses and EEG recordings from 22 participants (where `P_ID` is the participant identifier).

File Descriptions



P_ID_behavioural.csv: CSV of behavioural responses (one row per EEG trigger)

P_ID.bdf: Continuous EEG recording in BioSemi `.bdf` format.

trigger_identifiers.csv: Lists trigger pulse durations and their corresponding event labels; used to segment EEG data and align with behavioural responses  


Notes:

1. Trigger durations map to trial types/events.  2. Use the trigger durations to epoch the continuous `.bdf` files and align EEG epochs with behavioural trials.  3. "deviant" triggers in "trigger_identifiers.csv" and behavioural data refer to the pure tone that prompted listeners to localise the most recent probe stimulus.
DOI: 10.5281/zenodo.15492615
title: Electroencephalographic Decoding of Sound Location: Comparing Free-Field to Headphone-Based Non-Individual Head-Related Transfer Functions

description: EEG and Behavioural Dataset

These data accompany the manuscript: EEG-Based Decoding of Sound Location: Comparing Free‐Field to Headphone‐Based Non-Individual HRTFs

Contents

The dataset comprises behavioural localisation responses and EEG recordings from 22 participants (where `P_ID` is the participant identifier).

File Descriptions



P_ID_behavioural.csv: CSV of behavioural responses (one row per EEG trigger)

P_ID.bdf: Continuous EEG recording in BioSemi `.bdf` format.

trigger_identifiers.csv: Lists trigger pulse durations and their corresponding event labels; used to segment EEG data and align with behavioural responses  


Notes:

1. Trigger durations map to trial types/events.  2. Use the trigger durations to epoch the continuous `.bdf` files and align EEG epochs with behavioural trials.  3. "deviant" triggers in "trigger_identifiers.csv" and behavioural data refer to the pure tone that prompted listeners to localise the most recent probe stimulus.
DOI: 10.15468/dl.5hwjv5
title: Occurrence Download

description: A dataset containing 7 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 (Clangula hyemalis (Linnaeus, 1758))",
 "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 7 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019481-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.etvp58
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 (Clangula hyemalis (Linnaeus, 1758))",
 "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 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019482-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15589719
title: ALGORITHMIZATION AS A TOOL FOR DIFFERENTIATED PROFESSIONAL TRAINING OF PRIMARY SCHOOL TEACHERS
DOI: 10.5281/zenodo.15589720
title: ALGORITHMIZATION AS A TOOL FOR DIFFERENTIATED PROFESSIONAL TRAINING OF PRIMARY SCHOOL TEACHERS
DOI: 10.5281/zenodo.15589729
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250604f Initial

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250604f Initial. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.5281/zenodo.15589730
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250604f Initial

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250604f Initial. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.15468/dl.fcb7ud
title: Occurrence Download

description: A dataset containing 36448 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Streptomyces Waksman & Henrici, 1943"
 ]
}

 The dataset includes 36448 records from 425 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019483-250525065834625/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/12054137
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.5281/zenodo.15589731
title: 증명 업적
DOI: 10.5281/zenodo.15589732
title: 증명 업적
DOI: 10.15468/dl.bsdxka
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-100.54999 22.22184,-98.93732 22.13852,-97.70604 22.22286,-95.38629 25.41943,-97.87148 27.49042,-102.09253 27.85803,-100.54999 22.22184))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Gaultheria Kalm ex L."
 ]
}

 The dataset includes 13 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019484-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u7zvmv
title: Occurrence Download

description: A dataset containing 1957 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "OccurrenceStatus is Present",
 "TaxonKey is Bacteria",
 "Year 2024-2024"
 ]
}

 The dataset includes 1957 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019485-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15589733
title: MAKTAB O'QUVCHILARINI MATEMATIKA DARSLARIDA KREATIV FIKRLASHGA O'RGATISHDA MANTIQIY SAVOLLARNI AHAMIYATI.
DOI: 10.5281/zenodo.15589734
title: MAKTAB O'QUVCHILARINI MATEMATIKA DARSLARIDA KREATIV FIKRLASHGA O'RGATISHDA MANTIQIY SAVOLLARNI AHAMIYATI.
DOI: 10.6084/m9.figshare.25194326.v4
title: <b>Genome assembly, gene content, and plastic gene expression responses of the Brackishwater Clam (</b><b><i>Corbicula japonica</i></b><b>) from a dynamic estuarine environment</b>

description: <b>Genome assembly, gene content, and plastic gene expression responses of the Brackishwater Clam (</b><b><i>Corbicula japonica</i></b><b>) from a dynamic estuarine environment</b>
DOI: 10.15468/dl.qv7pw5
title: Occurrence Download

description: A dataset containing 36448 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Streptomyces Waksman & Henrici, 1943"
 ]
}

 The dataset includes 36448 records from 425 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019486-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5xmhqu
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Salmo macedonicus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-6.6 29.26705, -6.6 50.94, 40.81373 50.94, 40.81373 29.26705, -6.6 29.26705))",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Observation, Material sample)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000285-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qphg7a
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sarcotragus pipetta",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-6.6 29.26705, -6.6 50.94, 40.81373 50.94, 40.81373 29.26705, -6.6 29.26705))",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Observation, Material sample)"
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000286-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b836jj
title: Occurrence Download

description: A dataset containing 1769 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Pityrocarpa moniliformis (Benth.) Luckow & R.W.Jobson"
 ]
}

 The dataset includes 1769 records from 82 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020355-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.245vdy
title: Occurrence Download

description: A dataset containing 45 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Pityrocarpa obliqua subsp. brasiliensis (G.P.Lewis) Luckow & R.W.Jobson"
 ]
}

 The dataset includes 45 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020356-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jurxp3
title: Occurrence Download

description: A dataset listing the 319 species recorded in GBIF matching the query:
{
 "and" : [
 "GadmGid is ZAF.5_1",
 "Geometry POLYGON((27.24808 -24.88681,27.21482 -24.89714,27.13303 -24.95287,27.191 -25.05488,27.34335 -25.06702,27.45166 -25.00365,27.33122 -24.90658,27.24808 -24.88681))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 319 records were derived from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020345-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hq2vva
title: Occurrence Download

description: A dataset containing 110 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Platymiscium floribundum var. obtusifolium (Harms) Klitg."
 ]
}

 The dataset includes 110 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020357-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15593826
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250604o Preliminary

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250604o Preliminary. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract