cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17026/ar/repeic
title: PAN-00016205 - lead hook-and-line sinker

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00016205&lt;/p&gt;
description: Modified: 2025-07-10T14:30:43+02:00
DOI: 10.15468/dl.byu5pq
title: Occurrence Download

description: A dataset containing 48412 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Salmo trutta",
 "HasCoordinate is true",
 "Modified is greater than or equal to 2023-01-01",
 "Modified is less than or equal to 2025-12-31"
 ]
}

 The dataset includes 48412 records from 76 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023741-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q6e8q2
title: Occurrence Download

description: A dataset containing 249 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Meloidogyne enterolobii"
 ]
}

 The dataset includes 249 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023742-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9g4rqy
title: Occurrence Download

description: A dataset containing 715 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation)",
 "Continent is Asia",
 "Country is China",
 "OccurrenceStatus is Present",
 "StateProvince is Anhui",
 "TaxonKey is Plantae",
 "Year 2011-2023"
 ]
}

 The dataset includes 715 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023743-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/5tuvqh
title: PAN-00177293 - terra sigillata kom type Drag. 37 (EG)

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00177293&lt;/p&gt;
description: Modified: 2025-09-30T13:36:08+02:00
DOI: 10.15468/dl.fstkvs
title: Occurrence Download

description: A dataset containing 325 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cycas taiwaniana, Cycas debaoensis, Cycas diannanensis, Cycas dolichophylla, Cycas szechuanensis)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 325 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023744-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/zhv14v
title: PAN-00178000 - wire brooch with angular bow variant A1

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00178000&lt;/p&gt;
description: Modified: 2025-08-07T17:22:00+02:00
DOI: 10.17026/dans-zgw-r89n
title: PAN-00120414 - terra sigillata plate type Drag. 18/31 and 31

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00120414&lt;/p&gt;
description: Modified: 2025-09-18T10:39:11+02:00
DOI: 10.15468/dl.da5gvz
title: Occurrence Download

description: A dataset containing 101 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cycas ferruginea, Cycas guizhouensis, Cycas hongheensis, Cycas multipinnata, Cycas panzhihuaensis)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 101 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023745-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tdutxk
title: Occurrence Download

description: A dataset containing 1994 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation)",
 "Continent is Asia",
 "Country is China",
 "OccurrenceStatus is Present",
 "StateProvince is Fujian",
 "TaxonKey is Plantae",
 "Year 2011-2023"
 ]
}

 The dataset includes 1994 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023746-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/oywoe1
title: PAN-00151293 - plate (terra sigillata)

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00151293&lt;/p&gt;
description: Modified: 2025-06-06T18:28:16+02:00
DOI: 10.15468/dl.zzg7uj
title: Occurrence Download

description: A dataset containing 268224 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tracheophyta",
 "DecimalLatitude is greater than or equal to 39.085278",
 "DecimalLatitude is less than or equal to 44.085278",
 "DecimalLongitude is greater than or equal to 40.0",
 "DecimalLongitude is less than or equal to 45.0",
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE"
 ]
}

 The dataset includes 268224 records from 203 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023731-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17797090
title: A Learnable, Pinyin-Aware Post-ASR Correction Method with Accent Routing for Domain-Specific Chinese Speech Recognition-Herbal_Audio_Dataset

description: This project introduces the Hierarchical Phonetic Fuzzy Search (HPFS) framework, a robust post-processing system designed to enhance Automatic Speech Recognition (ASR) performance in domain-specific and multi-accented Chinese environments (e.g., Traditional Chinese Medicine).

The framework features:

Learnable Pinyin Distance: A metric learning approach to optimize phonetic similarity weights for initials, finals, and tones.

Hierarchical Indexing: Efficient candidate retrieval using a combination of Trie-based prefix filtering and BK-tree metric search.

Accent Routing: An intelligent workflow that classifies accents and routes audio to specialized correction engines.

This repository contains the complete implementation code for training, indexing, and evaluating the HPFS framework, including baseline comparisons and ablation studies.

This section contains the audio dataset for this project.
DOI: 10.5281/zenodo.17797089
title: A Learnable, Pinyin-Aware Post-ASR Correction Method with Accent Routing for Domain-Specific Chinese Speech Recognition-Herbal_Audio_Dataset

description: This project introduces the Hierarchical Phonetic Fuzzy Search (HPFS) framework, a robust post-processing system designed to enhance Automatic Speech Recognition (ASR) performance in domain-specific and multi-accented Chinese environments (e.g., Traditional Chinese Medicine).

The framework features:

Learnable Pinyin Distance: A metric learning approach to optimize phonetic similarity weights for initials, finals, and tones.

Hierarchical Indexing: Efficient candidate retrieval using a combination of Trie-based prefix filtering and BK-tree metric search.

Accent Routing: An intelligent workflow that classifies accents and routes audio to specialized correction engines.

This repository contains the complete implementation code for training, indexing, and evaluating the HPFS framework, including baseline comparisons and ablation studies.

This section contains the audio dataset for this project.
DOI: 10.17026/ar/it0cfz
title: PAN-00105663 - coin/coin-related, (ondetermineerbaar), sestertius

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00105663&lt;/p&gt;
description: Modified: 2025-05-12T13:08:20+02:00
DOI: 10.15468/dl.vnjd9e
title: Occurrence Download

description: A dataset containing 225 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cycas segmentifida, Cycas taitungensis, Cycas tanqingii, Quercus albicaulis, Quercus annulata)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 225 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023747-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/dans-x34-g2w9
title: PAN-00121257 - terra sigillata bowl type Drag. 37 (C-EG)

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00121257&lt;/p&gt;
description: Modified: 2025-09-15T17:21:01+02:00
DOI: 10.15468/dl.am7cfa
title: Occurrence Download

description: A dataset containing 7977 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation)",
 "Continent is Asia",
 "Country is China",
 "OccurrenceStatus is Present",
 "StateProvince is Jiangxi",
 "TaxonKey is Plantae",
 "Year 2011-2023"
 ]
}

 The dataset includes 7977 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023748-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17772626
title: Dataset for "Comprehensive Analysis of Roasting-Induced Pyrazines in wx ae Brown Rice Revealed by GC×GC–TOF-MS"

description: This dataset contains raw and processed GC×GC–TOF-MS data used in the study “Comprehensive Analysis of Roasting-Induced Pyrazines in wx ae Brown Rice Revealed by GC×GC–TOF-MS.” The repository includes (i) raw chromatographic files in LECO proprietary format, (ii) a complete peak table containing retention times, quantifier ions, and relative peak areas, and(iii) sample metadata. These files provide transparency and enable reproducibility of the volatile profiling performed on roasted and unroasted WT and wx ae brown rice samples.
DOI: 10.5281/zenodo.17772627
title: Dataset for "Comprehensive Analysis of Roasting-Induced Pyrazines in wx ae Brown Rice Revealed by GC×GC–TOF-MS"

description: This dataset contains raw and processed GC×GC–TOF-MS data used in the study “Comprehensive Analysis of Roasting-Induced Pyrazines in wx ae Brown Rice Revealed by GC×GC–TOF-MS.” The repository includes (i) raw chromatographic files in LECO proprietary format, (ii) a complete peak table containing retention times, quantifier ions, and relative peak areas, and(iii) sample metadata. These files provide transparency and enable reproducibility of the volatile profiling performed on roasted and unroasted WT and wx ae brown rice samples.
DOI: 10.15468/dl.thpsvw
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "GbifId" : [
 "is one of (1321990980, 1319640038, 1322257383, 1318636487, 1317868777, 1318907499, 1317498604, 1318114540, 1321136089, 1320951102)"
 ]
}

 The dataset includes 10 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023749-251120083545085/datasets/export for details.
DOI: 10.34740/kaggle/dsv/13966887
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.17026/ar/itn6ti
title: PAN-00180223 - cup indifferent (nested weight)

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00180223&lt;/p&gt;
description: Modified: 2025-10-01T12:18:16+02:00
DOI: 10.15468/dl.nd64fe
title: Occurrence Download

description: A dataset containing 291 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Quercus argyrotricha, Quercus augustini, Quercus austrocochinchinensis, Quercus lungmaiensis, Quercus bella)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 291 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023750-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ubtef7
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Elephas maximus sumatranus"
 ]
}

 The dataset includes 36 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023751-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/plqkfk
title: PAN-00008618 - antler/bone/ivory production waste

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00008618&lt;/p&gt;
description: Modified: 2025-07-10T15:29:59+02:00
DOI: 10.15468/dl.rfpk6h
title: Occurrence Download

description: A dataset containing 4776 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation)",
 "Continent is Asia",
 "Country is China",
 "OccurrenceStatus is Present",
 "StateProvince is Shandong",
 "TaxonKey is Plantae",
 "Year 2011-2023"
 ]
}

 The dataset includes 4776 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023752-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17658691
title: PRFs in northeast China

description: The PRFs waveforms used in imaging the fine crustal structure across the transaction region between the North China Craton and the Jiamusi-Khanka Block.
DOI: 10.5281/zenodo.17658692
title: PRFs in northeast China

description: The PRFs waveforms used in imaging the fine crustal structure across the transaction region between the North China Craton and the Jiamusi-Khanka Block.
DOI: 10.6084/m9.figshare.27021304
title: confiances traditionnelles et religieux.xls

description: Corruption and Trust of traditionnal and religious leaders
DOI: 10.6084/m9.figshare.27021304.v1
title: confiances traditionnelles et religieux.xls

description: Corruption and Trust of traditionnal and religious leaders
DOI: 10.5281/zenodo.13764749
title: FULFILL dataset round 2 Germany

description: This dataset and codebook correspond to the second round of survey data gathered in Germany in 2023, within the project FULFILL - Fundamental Decarbonisation Through Sufficiency By Lifestyle Changes. 

As part of Work Package 3 (WP3) in the FULFILL project, we collected quantitative data from six countries: Denmark, France, Germany, Italy, Latvia, and India. The first round of the survey, consisted of recruiting a representative sample of approximately 2000 households in each country. In this second survey round, we recruit around 500 respondents from the initial survey round, ensuring representativity is maintained.

This survey is very similar to the survey in the first round and includes a lot of identical items, including a quantitative assessment of the carbon footprint in the housing, mobility, and diet sectors, socio-economic factors such as age, gender, income, education, household size, life stage, and political orientation. Furthermore, the survey includes measures of quality of life, encompassing aspects such as health and well-being, environmental quality, financial security, and comfort.

New for this second round, we have incorporated questions regarding the measures respondents adopted in response to the 2022 energy crisis.
DOI: 10.5281/zenodo.13764748
title: FULFILL dataset round 2 Germany

description: This dataset and codebook correspond to the second round of survey data gathered in Germany in 2023, within the project FULFILL - Fundamental Decarbonisation Through Sufficiency By Lifestyle Changes. 

As part of Work Package 3 (WP3) in the FULFILL project, we collected quantitative data from six countries: Denmark, France, Germany, Italy, Latvia, and India. The first round of the survey, consisted of recruiting a representative sample of approximately 2000 households in each country. In this second survey round, we recruit around 500 respondents from the initial survey round, ensuring representativity is maintained.

This survey is very similar to the survey in the first round and includes a lot of identical items, including a quantitative assessment of the carbon footprint in the housing, mobility, and diet sectors, socio-economic factors such as age, gender, income, education, household size, life stage, and political orientation. Furthermore, the survey includes measures of quality of life, encompassing aspects such as health and well-being, environmental quality, financial security, and comfort.

New for this second round, we have incorporated questions regarding the measures respondents adopted in response to the 2022 energy crisis.
DOI: 10.5281/zenodo.13764775
title: Extensive Checklist to cGMP Inspections in Pharmaceutical Manufacturing Plants

description: cGMP inspections are an essential part of ensuring that pharmaceutical companies produce high-quality, safe, and effective drugs. These inspections help maintain the integrity of the pharmaceutical supply chain and protect public health. Pharmaceutical companies must prioritize continuous cGMP compliance, prepare thoroughly for inspections, and respond promptly to any observations made by inspectors to remain in good standing with regulatory authorities.

Here's a comprehensive cGMP inspection checklist for a pharmaceutical company, incorporating requirements from USFDA, EMA, WHO, UKMHRA, TGA, and ANVISA. This checklist includes a rating system to evaluate compliance with each requirement.
DOI: 10.5281/zenodo.13764776
title: Extensive Checklist to cGMP Inspections in Pharmaceutical Manufacturing Plants

description: cGMP inspections are an essential part of ensuring that pharmaceutical companies produce high-quality, safe, and effective drugs. These inspections help maintain the integrity of the pharmaceutical supply chain and protect public health. Pharmaceutical companies must prioritize continuous cGMP compliance, prepare thoroughly for inspections, and respond promptly to any observations made by inspectors to remain in good standing with regulatory authorities.

Here's a comprehensive cGMP inspection checklist for a pharmaceutical company, incorporating requirements from USFDA, EMA, WHO, UKMHRA, TGA, and ANVISA. This checklist includes a rating system to evaluate compliance with each requirement.
DOI: 10.15468/dl.mh52w7
title: Occurrence Download

description: A dataset containing 199012 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Quercus robur L.)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "Country is Sweden",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 199012 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016894-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13764768
title: FULFILL dataset round 2 Denmark

description: This dataset and codebook correspond to the second round of survey data gathered in Denmark in 2023, within the project FULFILL - Fundamental Decarbonisation Through Sufficiency By Lifestyle Changes. 

As part of Work Package 3 (WP3) in the FULFILL project, we collected quantitative data from six countries: Denmark, France, Germany, Italy, Latvia, and India. The first round of the survey, consisted of recruiting a representative sample of approximately 2000 households in each country. In this second survey round, we recruit around 500 respondents from the initial survey round, ensuring representativity is maintained.

This survey is very similar to the survey in the first round and includes a lot of identical items, including a quantitative assessment of the carbon footprint in the housing, mobility, and diet sectors, socio-economic factors such as age, gender, income, education, household size, life stage, and political orientation. Furthermore, the survey includes measures of quality of life, encompassing aspects such as health and well-being, environmental quality, financial security, and comfort.

New for this second round, we have incorporated questions regarding the measures respondents adopted in response to the 2022 energy crisis.
DOI: 10.5281/zenodo.13764769
title: FULFILL dataset round 2 Denmark

description: This dataset and codebook correspond to the second round of survey data gathered in Denmark in 2023, within the project FULFILL - Fundamental Decarbonisation Through Sufficiency By Lifestyle Changes. 

As part of Work Package 3 (WP3) in the FULFILL project, we collected quantitative data from six countries: Denmark, France, Germany, Italy, Latvia, and India. The first round of the survey, consisted of recruiting a representative sample of approximately 2000 households in each country. In this second survey round, we recruit around 500 respondents from the initial survey round, ensuring representativity is maintained.

This survey is very similar to the survey in the first round and includes a lot of identical items, including a quantitative assessment of the carbon footprint in the housing, mobility, and diet sectors, socio-economic factors such as age, gender, income, education, household size, life stage, and political orientation. Furthermore, the survey includes measures of quality of life, encompassing aspects such as health and well-being, environmental quality, financial security, and comfort.

New for this second round, we have incorporated questions regarding the measures respondents adopted in response to the 2022 energy crisis.
DOI: 10.15468/dl.u4yzmh
title: Occurrence Download

description: A dataset containing 34258 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Animal Sound Archive"
 ]
}

 The dataset includes 34258 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016895-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13764781
title: FULFILL dataset round 2 France

description: This dataset and codebook correspond to the second round of survey data gathered in France in 2023, within the project FULFILL - Fundamental Decarbonisation Through Sufficiency By Lifestyle Changes. 

As part of Work Package 3 (WP3) in the FULFILL project, we collected quantitative data from six countries: Denmark, France, Germany, Italy, Latvia, and India. The first round of the survey, consisted of recruiting a representative sample of approximately 2000 households in each country. In this second survey round, we recruit around 500 respondents from the initial survey round, ensuring representativity is maintained.

This survey is very similar to the survey in the first round and includes a lot of identical items, including a quantitative assessment of the carbon footprint in the housing, mobility, and diet sectors, socio-economic factors such as age, gender, income, education, household size, life stage, and political orientation. Furthermore, the survey includes measures of quality of life, encompassing aspects such as health and well-being, environmental quality, financial security, and comfort.

New for this second round, we have incorporated questions regarding the measures respondents adopted in response to the 2022 energy crisis.