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

description: A dataset containing 370 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Campanula lingulata Waldst. & Kit.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 370 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074980-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2uccgx
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Apistoloricaria laani Nijssen & Isbrücker, 1988"
 ]
}

 The dataset includes 15 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0120215-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aevlqe
title: Occurrence Download

description: A dataset containing 8328 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Actualización de las bases de datos de las colecciones de plantas vasculares y macromicetos del herbario de la UJAT (Plantas)"
 ]
}

 The dataset includes 8328 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019181-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f7he6p
title: Occurrence Download

description: A dataset containing 14885 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Ontario Breeding Bird Atlas 1981-1985"
 ]
}

 The dataset includes 14885 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074977-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wvfszn
title: Occurrence Download

description: A dataset containing 1635535 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-191.77734 66.62109,-220.95703 60.64453,-228.69141 53.96484,-222.01172 50.44922,-230.09766 44.12109,-242.05078 42.36328,-244.51172 36.73828,-241.34766 27.59766,-237.48047 10.01953,-234.31641 -3.33984,-222.01172 -11.07422,-213.57422 -24.08203,-213.22266 -34.27734,-215.68359 -47.98828,-206.54297 -86.30859,-71.89453 -85.95703,-62.40234 -65.21484,-72.24609 -49.39453,-66.62109 -14.23828,-76.11328 -9.66797,-74.35547 3.69141,-92.28516 16.69922,-103.18359 19.86328,-119.70703 37.79297,-124.62891 49.04297,-131.66016 57.83203,-147.83203 62.40234,-166.46484 66.62109,-191.77734 66.62109))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Falconiformes"
 ]
}

 The dataset includes 1635535 records from 290 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0344910-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j9wdkm
title: Occurrence Download

description: A dataset containing 542886 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Hedera hibernica Poit., Amelanchier humilis Wiegand, Lathyrus latifolius L., Lunaria annua L., Prunus domestica Bunge, Rosmarinus officinalis L., Abies alba Mill., Siphocampylus glabratus (Kunth) G.Don, Centranthus ruber (L.) DC., Cornus capitata subsp. angustata (Chun) Q.Y.Xiang, Prunus armeniaca Thunb., Phedimus spurius (M.Bieb.) 't Hart, Koelreuteria paniculata Laxm.)",
 "HasCoordinate is true",
 "Year is greater than 1900"
 ]
}

 The dataset includes 542886 records from 1795 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074986-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/3xbnwfnysz
title: Simulation Code and Data

description: Paper data and code
DOI: 10.17632/3xbnwfnysz.1
title: Simulation Code and Data

description: Paper data and code
DOI: 10.17632/vybhk6djbf
title: Spermidine ameliorates heat stress-induced testicular dysfunction in mice

description: While the detrimental impact of heat stress on male fertility is well-documented, the development of targeted therapeutic interventions remains a critical unmet need. Spermidine, a naturally occurring polyamine found in both plants and animals, possesses diverse biological activities, including potential antioxidant and autophagy-modulating properties. This study aimed to investigate whether spermidine alleviates heat stress-induced impairment of spermatogenesis via its antioxidant effects and/or regulation of autophagy. The accompanying tables present results from semen analyses—including sperm count, motility, and morphology—as well as assessments of testicular spermatogenic function, such as testis-to-body weight ratio and seminiferous tubule integrity.
DOI: 10.17632/vybhk6djbf.2
title: Spermidine ameliorates heat stress-induced testicular dysfunction in mice

description: While the detrimental impact of heat stress on male fertility is well-documented, the development of targeted therapeutic interventions remains a critical unmet need. Spermidine, a naturally occurring polyamine found in both plants and animals, possesses diverse biological activities, including potential antioxidant and autophagy-modulating properties. This study aimed to investigate whether spermidine alleviates heat stress-induced impairment of spermatogenesis via its antioxidant effects and/or regulation of autophagy. The accompanying tables present results from semen analyses—including sperm count, motility, and morphology—as well as assessments of testicular spermatogenic function, such as testis-to-body weight ratio and seminiferous tubule integrity.
DOI: 10.17632/krn9bzypsn
title: SSC-BanglaTutor: A Curriculum-Aligned Bengali Dataset for Intelligent Tutoring Systems

description: This dataset comprises a Bengali-language educational corpus specifically curated to support the fine-tuning and evaluation of AI-driven, hint-based tutoring systems aligned with the Secondary School Certificate (SSC) science curriculum of Bangladesh. It contains a total of 11,286 structured question–answer–hint entries, distributed across three core science subjects:
- Biology: 4,859 entries (14 chapters)
- Chemistry: 3,034 entries (12 chapters)
- Physics: 3,393 entries (14 chapters)

Each entry includes:
- A question written in Bengali
- Five progressively ranked hints guiding learners from general to specific concepts
- A convergence metric estimating the probability of a correct response at each hint
- Correct and distractor answers based on common student misconceptions
- Curriculum-aligned topic tags mapped to the SSC syllabus

All data are encoded in UTF-8 JSON Lines (.jsonl) format, ensuring compatibility with Bengali NLP tools and large-scale AI training pipelines. The dataset’s structured design supports personalized feedback, enabling adaptive learning, retrieval-augmented generation (RAG), and fine-tuning of large language models (LLMs) for education in low-resource languages.
DOI: 10.17632/krn9bzypsn.2
title: SSC-BanglaTutor: A Curriculum-Aligned Bengali Dataset for Intelligent Tutoring Systems

description: This dataset comprises a Bengali-language educational corpus specifically curated to support the fine-tuning and evaluation of AI-driven, hint-based tutoring systems aligned with the Secondary School Certificate (SSC) science curriculum of Bangladesh. It contains a total of 11,286 structured question–answer–hint entries, distributed across three core science subjects:
- Biology: 4,859 entries (14 chapters)
- Chemistry: 3,034 entries (12 chapters)
- Physics: 3,393 entries (14 chapters)

Each entry includes:
- A question written in Bengali
- Five progressively ranked hints guiding learners from general to specific concepts
- A convergence metric estimating the probability of a correct response at each hint
- Correct and distractor answers based on common student misconceptions
- Curriculum-aligned topic tags mapped to the SSC syllabus

All data are encoded in UTF-8 JSON Lines (.jsonl) format, ensuring compatibility with Bengali NLP tools and large-scale AI training pipelines. The dataset’s structured design supports personalized feedback, enabling adaptive learning, retrieval-augmented generation (RAG), and fine-tuning of large language models (LLMs) for education in low-resource languages.
DOI: 10.17632/98sjgv9n9c
title: Interpretation of a Three-Dimensional Susceptibility Model of the Manica greenstone belt, western Mozambique, with Support from Petrophysical and Geochemical Data

description: Total Magnetic Intensity, Petrophysical and Geochemical dataset
DOI: 10.17632/98sjgv9n9c.1
title: Interpretation of a Three-Dimensional Susceptibility Model of the Manica greenstone belt, western Mozambique, with Support from Petrophysical and Geochemical Data

description: Total Magnetic Intensity, Petrophysical and Geochemical dataset
DOI: 10.17632/cfgc974nwp
title: A dataset for the CNN-based Remote α/β Detection System

description: This is the dataset for training and testing the CNN in the Remote α/β Detection System. It contains Geant4 input parameters, photon count matrices, and annotated activity/location information. The dataset comprises 100,000 samples, with 80,000 allocated for training and 20,000 for testing.
DOI: 10.17632/cfgc974nwp.1
title: A dataset for the CNN-based Remote α/β Detection System

description: This is the dataset for training and testing the CNN in the Remote α/β Detection System. It contains Geant4 input parameters, photon count matrices, and annotated activity/location information. The dataset comprises 100,000 samples, with 80,000 allocated for training and 20,000 for testing.
DOI: 10.17632/t3m3fmpv6m
title: North China S-band Dual-Polarization Radar Network Dataset

description: This dataset is used to make figures for the paper entitled "Time-Extended Bayesian Retrieval of Dual-Polarization Radar Data Enhancing Short-Term Precipitation Forecasts" .
DOI: 10.17632/t3m3fmpv6m.1
title: North China S-band Dual-Polarization Radar Network Dataset

description: This dataset is used to make figures for the paper entitled "Time-Extended Bayesian Retrieval of Dual-Polarization Radar Data Enhancing Short-Term Precipitation Forecasts" .
DOI: 10.15468/dl.ejljzm
title: Occurrence Download

description: A dataset containing 5087 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Coix lacryma-jobi L."
 ]
}

 The dataset includes 5087 records from 269 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001117-170627171947987/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-544
title: Achieving equal justice for women and men in the courts, 1990?

description: Achieving equal justice for women and men in the courts: The draft report of the Judicial Council Advisory Committee on Gender Bias in the Courts. PART OF A SERIES: Graham & James collected research materials pertaining to the role of gender in policing. Included in the series are academic journal articles, working papers, reports, and a dissertation regarding the role and performance of female police officers. Also included is the firm's correspondence. Most materials in the series are derived from academic sources.
DOI: 10.15468/dl.rzyfw6
title: Occurrence Download

description: A dataset containing 79 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Guatemala",
 "DatasetKey is ZFMK Ornithology collection"
 ]
}

 The dataset includes 79 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0179321-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-542
title: Achieving equal justice for women and men in the courts, 1990?

description: Achieving equal justice for women and men in the courts: The draft report of the Judicial Council Advisory Committee on Gender Bias in the Courts. PART OF A SERIES: Graham & James collected research materials pertaining to the role of gender in policing. Included in the series are academic journal articles, working papers, reports, and a dissertation regarding the role and performance of female police officers. Also included is the firm's correspondence. Most materials in the series are derived from academic sources.
DOI: 10.15468/dl.udjq8w
title: Occurrence Download

description: A dataset containing 133 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Polylepis pepei B.B.Simpson"
 ]
}

 The dataset includes 133 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0285983-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qq3azf
title: Occurrence Download

description: A dataset containing 997 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CUB",
 "TaxonKey is Anolis porcatus Gray, 1840"
 ]
}

 The dataset includes 997 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0179323-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-564
title: Achieving equal justice for women and men in the courts, 1990?

description: Achieving equal justice for women and men in the courts: The draft report of the Judicial Council Advisory Committee on Gender Bias in the Courts. PART OF A SERIES: Graham & James collected research materials pertaining to the role of gender in policing. Included in the series are academic journal articles, working papers, reports, and a dissertation regarding the role and performance of female police officers. Also included is the firm's correspondence. Most materials in the series are derived from academic sources.
DOI: 10.15468/dl.pw2bkw
title: Occurrence Download

description: A dataset containing 8607 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oxyura maccoa (Eyton, 1838)",
 "Country is South Africa"
 ]
}

 The dataset includes 8607 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001117-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-946
title: Women in Policing Women and Male Violence

description: Women in policing women and male violence. PART OF A SERIES: Graham & James collected research materials pertaining to the role of gender in policing. Included in the series are academic journal articles, working papers, reports, and a dissertation regarding the role and performance of female police officers. Also included is the firm's correspondence. Most materials in the series are derived from academic sources.
DOI: 10.15468/dl.h33r4v
title: Occurrence Download

description: A dataset containing 1575440 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Araceae",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1575440 records from 3096 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0179339-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13145/bacdive19189.20230509.8.1
title: Myxococcus fulvus

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive19189.20251217.10
title: Myxococcus fulvus

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15156/bio/sh0086680.10fu
title: SH0086680.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.13145/bacdive19190.20230509.8.1
title: Myxococcus fulvus

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive19190.20251217.10
title: Myxococcus fulvus

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15156/bio/sh0086681.10fu
title: SH0086681.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.13145/bacdive19191.20230509.8.1
title: Myxococcus fulvus

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15156/bio/sh0086682.10fu
title: SH0086682.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.13145/bacdive19191.20251217.10
title: Myxococcus fulvus

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive19192.20230509.8.1
title: Myxococcus fulvus

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15156/bio/sh0086683.10fu
title: SH0086683.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.13145/bacdive19192.20251217.10
title: Myxococcus fulvus

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive19193.20230509.8.1
title: Nannocystis exedens

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15156/bio/sh0086684.10fu
title: SH0086684.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.13145/bacdive19193.20251217.10
title: Nannocystis exedens

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive19194.20230509.8.1
title: Myxococcus fulvus

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.