cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/cgt-tpa-6f4
title: Cephalopoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8qj-xmf-2we
title: †Conus palabuanensis K. Martin, 1895

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/d09-sa8-l2w
title: Crinoidea Miller, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nwy-zdy-bqy
title: Porifera Grant, 1836

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/94d-phy-aek
title: Stenolaemata Borg, 1926

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ej0-akl-vrr
title: Cephalopoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0e1-fgl-tva
title: Crinoidea Miller, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/z0b-pka-zje
title: Crinoidea Miller, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3nn-0l4-z51
title: Halorites

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8kl-rfs-nx1
title: Amarassites

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vhg-vwl-n44
title: Turritella terebra (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hmd-q0v-2mv
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xmx-g8j-0vz
title: †Clypeomorus verbeekii (H. Woodward, 1880)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/73h-26v-rnc
title: Carex pseudocyperus L.

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pzv-qsd-xyy
title: Crinoidea Miller, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8yv-njh-hzn
title: Bivalvia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kcs-ef8-en8
title: †Petrophylliella javana (Gerth, 1921)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1re-1ae-z79
title: Anthozoa

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qdp-671-et7
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/h3f-0rn-lct
title: †Strophomenata Williams et al., 1996

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/l3k-lgt-03p
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hqc-m9r-jxd
title: †Pterinea Goldfuss, 1832

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lq3-m16-g1x
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wtv-1kg-vt2
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hqp-b9l-hxn
title: Crinoidea Miller, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jns-pw8-whv
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vzh-znb-r7h
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9l9-7mh-b50
title: †Koninckites timorensis Renz & Renz, 1948

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/thq-wax-4ze
title: Adrianites

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1de-b54-m8h
title: Phylloceras

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jfd-mta-7yt
title: Cephalopoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pxm-wyj-4sh
title: Juvavites

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s3m-swf-9pl
title: †Gryphaea Lamarck, 1801

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vwh-6dl-g3r
title: †Sageceras haidingeri (Hauer, 1847)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wcw-qbg-48c
title: Xenodiscus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hg8-dxf-1my
title: Liparoceras

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ex6-hfm-771
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kgh-qpb-sza
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7e6-my4-37a
title: †Retzia King, 1850

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jps-7pf-qrd
title: Anthozoa

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qwd-58k-ewk
title: Operculina complanata (Defrance in Blainville, 1822)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.5281/zenodo.16899829
title: The impact of digital services trade on implied carbon emissions in export trade between China and RCEP countries
DOI: 10.5281/zenodo.16899830
title: The impact of digital services trade on implied carbon emissions in export trade between China and RCEP countries
DOI: 10.15468/dl.34qr9h
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Felis nebulosa"
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027297-260208012135463/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.31313983
title: 10x Genomics Xenium In Situ Gene and Protein Expression data (FFPE Human Renal Cell Carcinoma) for DiagVI Tutorial

description: 10x Xenium in situ gene and protein expression dataset (from https://www.10xgenomics.com/datasets/xenium-protein-ffpe-human-renal-carcinoma) profiling a FFPE human renal cell carcinoma sample.The dataset was downloaded from 10x Genomics and the following processing steps have been applied:aggregating protein intensities over provided cell segmentation masksbasic single-cell analysis (calculating quality control metrics, filtering cells and genes, dimensionality reduction, clustering)correcting (by subtracting background offset) and clipping protein intensitieshierarchical cell type annotation based on differentially expressed marker genes and Leiden clusteringsplitting of dataset into two separate AnnData objects to artificially decouple the gene and protein measurements by treating them as originating from independent cellsThe resulting dataset consists of one AnnData object containing RNA measurements (395,161 cells × 405 genes) and one AnnData object containing protein measurements (395,161 cells × 23 proteins). The dataset is used as a ground truth dataset for the development of DiagVI, a deep generative model for integrating unpaired multi-modal single-cell data using prior biological knowledge encoded in a guidance graph.
DOI: 10.6084/m9.figshare.31313983.v2
title: 10x Genomics Xenium In Situ Gene and Protein Expression data (FFPE Human Renal Cell Carcinoma) for DiagVI Tutorial

description: 10x Xenium in situ gene and protein expression dataset (from https://www.10xgenomics.com/datasets/xenium-protein-ffpe-human-renal-carcinoma) profiling a FFPE human renal cell carcinoma sample.The dataset was downloaded from 10x Genomics and the following processing steps have been applied:aggregating protein intensities over provided cell segmentation masksbasic single-cell analysis (calculating quality control metrics, filtering cells and genes, dimensionality reduction, clustering)correcting (by subtracting background offset) and clipping protein intensitieshierarchical cell type annotation based on differentially expressed marker genes and Leiden clusteringsplitting of dataset into two separate AnnData objects to artificially decouple the gene and protein measurements by treating them as originating from independent cellsThe resulting dataset consists of one AnnData object containing RNA measurements (395,161 cells × 405 genes) and one AnnData object containing protein measurements (395,161 cells × 23 proteins). The dataset is used as a ground truth dataset for the development of DiagVI, a deep generative model for integrating unpaired multi-modal single-cell data using prior biological knowledge encoded in a guidance graph.
DOI: 10.6084/m9.figshare.31313983.v1
title: 10x Genomics Xenium In Situ Gene and Protein Expression data (FFPE Human Renal Cell Carcinoma) for DiagVI Tutorial

description: 10x Xenium in situ gene and protein expression dataset (from https://www.10xgenomics.com/datasets/xenium-protein-ffpe-human-renal-carcinoma) profiling a FFPE human renal cell carcinoma sample.The dataset was downloaded from 10x Genomics and the following processing steps have been applied:aggregating protein intensities over provided cell segmentation masksbasic single-cell analysis (calculating quality control metrics, filtering cells and genes, dimensionality reduction, clustering)correcting (by subtracting background offset) and clipping protein intensitieshierarchical cell type annotation based on differentially expressed marker genes and Leiden clusteringsplitting of dataset into two separate AnnData objects to artificially decouple the gene and protein measurements by treating them as originating from independent cellsThe resulting dataset consists of one AnnData object containing RNA measurements (395,161 cells × 405 genes) and one AnnData object containing protein measurements (395,161 cells × 23 proteins). The dataset is used as a ground truth dataset for the development of DiagVI, a deep generative model for integrating unpaired multi-modal single-cell data using prior biological knowledge encoded in a guidance graph.
DOI: 10.15468/dl.f4w7yc
title: Occurrence Download

description: A dataset containing 204288 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anthoxanthum odoratum",
 "Continent is Europe",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 100",
 "Year is greater than or equal to 1970",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "not" : {
 "BasisOfRecord" : [
 "is Material citation"
 ]
 }
 }
 ]
}

 The dataset includes 204288 records from 363 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027265-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18681989
title: Dataset for the manuscript "Volumetric Registration Framework for Multimodal Functional Magnetic Resonance and Optoacoustic Tomography of the Rodent Brain"

description: Dataset for the manuscript "Volumetric Registration Framework for Multimodal Functional Magnetic Resonance and Optoacoustic Tomography of the Rodent Brain". Data includes the created optoacoustic tomography rodent brain template, the test datasets, and activation maps obtained in the respective publication.
DOI: 10.5281/zenodo.18628160
title: Africa-relevant open datasets for AI development
title: Open datasets for Africa

description: We collect and catalogue openly licensed datasets relevant to Africa that support the development of AI solutions across the continent. These datasets cover agriculture, health, language, climate, environment, and more, all focused on accessibility and responsible reuse. (2026-02-03). The latest resources is available at https://www.open-data-africa.github.io
DOI: 10.5281/zenodo.18681988
title: Dataset for the manuscript "Volumetric Registration Framework for Multimodal Functional Magnetic Resonance and Optoacoustic Tomography of the Rodent Brain"

description: Dataset for the manuscript "Volumetric Registration Framework for Multimodal Functional Magnetic Resonance and Optoacoustic Tomography of the Rodent Brain". Data includes the created optoacoustic tomography rodent brain template, the test datasets, and activation maps obtained in the respective publication.
DOI: 10.5281/zenodo.18628159
title: Africa-relevant open datasets for AI development
title: Open datasets for Africa

description: We collect and catalogue openly licensed datasets relevant to Africa that support the development of AI solutions across the continent. These datasets cover agriculture, health, language, climate, environment, and more, all focused on accessibility and responsible reuse. (2026-02-03). The latest resources is available at https://www.open-data-africa.github.io
DOI: 10.15468/dl.hfnk48
title: Occurrence Download

description: A dataset containing 2801 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is FRA",
 "Geometry POLYGON((-8.38941 44.04012,5.84111 44.04012,5.84111 49.72990,-8.38941 49.72990,-8.38941 44.04012))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Potomida littoralis"
 ]
}

 The dataset includes 2801 records from 115 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027298-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.49qxqs
title: Occurrence Download

description: A dataset containing 2754 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Notropis photogenis",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is MANAGED"
 ]
 }
 },
 {
 "not" : {
 "EstablishmentMeans" : [
 "is not null"
 ]
 }
 }
 ]
 },
 {
 "or" : [
 "OccurrenceStatus is Present",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is not null"
 ]
 }
 }
 ]
 }
 ]
}

 The dataset includes 2754 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027299-260208012135463/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.31362262
title: Consumer's basic information and influence on the purchase intention of cultural and creative products

description: This research employed convenience sampling, selecting multiple museums in Xi'an and Baoji cities, Shaanxi Province, as study sites.The questionnaire, which was designed for the purposes of this study, comprises 38 items, the majority of which primarily investigate consumers' basic personal information and their willingness to purchase cultural and creative products. In relation to the scale design for measuring consumers' purchasing intention, this paper draws upon extant academic research findings and establishes eight dimensions, including functional quality, value, functional price value, and emotional value.
DOI: 10.6084/m9.figshare.31362262.v1
title: 数据：消费者基本信息及其对文化和创意产品购买意向的影响

description: 该研究采用便利抽样，选习安和宝吉市多个博物馆作为研究地点。本问卷为本研究设计，包含38个项目，其中大多数主要调查消费者的基本个人信息及其购买文化和创意产品的意愿。关于衡量消费者购买意图的量表设计，本文借鉴现有学术研究成果，建立了八个维度，包括功能质量、价值、功能价格价值和情感价值。
DOI: 10.6084/m9.figshare.31362262.v2
title: Consumer's basic information and influence on the purchase intention of cultural and creative products

description: This research employed convenience sampling, selecting multiple museums in Xi'an and Baoji cities, Shaanxi Province, as study sites.The questionnaire, which was designed for the purposes of this study, comprises 38 items, the majority of which primarily investigate consumers' basic personal information and their willingness to purchase cultural and creative products. In relation to the scale design for measuring consumers' purchasing intention, this paper draws upon extant academic research findings and establishes eight dimensions, including functional quality, value, functional price value, and emotional value.
DOI: 10.15468/dl.8gehc7
title: Occurrence Download

description: A dataset containing 307 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is FRA",
 "OccurrenceStatus is Present",
 "TaxonKey is Sphaerium rivicola"
 ]
}

 The dataset includes 307 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027301-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.42przh
title: Occurrence Download

description: A dataset containing 179333 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anthriscus sylvestris",
 "Continent is Europe",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 100",
 "Year is greater than or equal to 1970",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "not" : {
 "BasisOfRecord" : [
 "is Material citation"
 ]
 }
 }
 ]
}

 The dataset includes 179333 records from 345 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027269-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w5s49r
title: Occurrence Download

description: A dataset containing 69 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Armigeres durhami"
 ]
}

 The dataset includes 69 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027300-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.23664/ahri.educationcleaned
title: AHRI.Education Cleaned Dataset
DOI: 10.6084/m9.figshare.31362277
title: Surface Water Isotope Data of Xiyang River

description: This dataset contains the stable hydrogen and oxygen isotope compositions (δ²H and δ¹⁸O) of nine surface water sampling sites (P1 to P9) in the Xiying River, from upstream to downstream. The elevation of these sampling sites gradually decreases from 3,301 masl to 1,970 masl, revealing an isotopic gradient along the watercourse. The data spans from 2022 to 2025 and includes multiple sampling events across different seasons. High-frequency continuous observations are also recorded at some sites. This dataset provides fundamental data for investigating the recharge sources, evaporation effects, and water transport processes within the Xiying River basin.
DOI: 10.6084/m9.figshare.31362277.v1
title: Surface Water Isotope Data of Xiyang River

description: This dataset contains the stable hydrogen and oxygen isotope compositions (δ²H and δ¹⁸O) of nine surface water sampling sites (P1 to P9) in the Xiying River, from upstream to downstream. The elevation of these sampling sites gradually decreases from 3,301 masl to 1,970 masl, revealing an isotopic gradient along the watercourse. The data spans from 2022 to 2025 and includes multiple sampling events across different seasons. High-frequency continuous observations are also recorded at some sites. This dataset provides fundamental data for investigating the recharge sources, evaporation effects, and water transport processes within the Xiying River basin.
DOI: 10.15468/dl.yvvbkv
title: Occurrence Download

description: A dataset containing 122195 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Aedes albopictus",
 "Year 1000-2026"
 ]
}

 The dataset includes 122195 records from 187 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027268-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wtah4h
title: Occurrence Download

description: A dataset containing 266 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhyncomya columbina"
 ]
}

 The dataset includes 266 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027303-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48580/dgkk5.v5
title: The generic placement and identity of Ichneumon punctum Shaw (Hymenoptera, Mymaridae), and designation of a neotype
DOI: 10.15468/dl.2vudaa
title: Occurrence Download

description: A dataset containing 93 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is FRA",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Sphaerium solidum"
 ]
}

 The dataset includes 93 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027304-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18682061
title: INGLIZ VA O'ZBEK TILLARIDA SUN'IY INTELLEKT TERMINOLOGIYASINING SEMANTIK VA FUNKSIONAL EKVIVALENTLIGI

description: So‘nggi yillarda sun’iy intellekt (SI) texnologiyalarining jadal rivojlanishi ilmiy, texnik, ta’limiy va ommaviy diskurslarda yangi terminologik tizimning shakllanishiga olib keldi. Mazkur terminologiya asosan ingliz tilida yuzaga kelib, boshqa tillarga, jumladan o‘zbek tiliga ham faol ravishda kirib kelmoqda. Ushbu maqolada ingliz va o‘zbek tillaridagi sun’iy intellekt terminologiyasining semantik va funksional ekvivalentligi masalalari qiyosiy-lingvistik yondashuv asosida tahlil qilinadi.
DOI: 10.5281/zenodo.18682060
title: INGLIZ VA O'ZBEK TILLARIDA SUN'IY INTELLEKT TERMINOLOGIYASINING SEMANTIK VA FUNKSIONAL EKVIVALENTLIGI

description: So‘nggi yillarda sun’iy intellekt (SI) texnologiyalarining jadal rivojlanishi ilmiy, texnik, ta’limiy va ommaviy diskurslarda yangi terminologik tizimning shakllanishiga olib keldi. Mazkur terminologiya asosan ingliz tilida yuzaga kelib, boshqa tillarga, jumladan o‘zbek tiliga ham faol ravishda kirib kelmoqda. Ushbu maqolada ingliz va o‘zbek tillaridagi sun’iy intellekt terminologiyasining semantik va funksional ekvivalentligi masalalari qiyosiy-lingvistik yondashuv asosida tahlil qilinadi.
DOI: 10.15468/dl.wdthjt
title: Occurrence Download

description: A dataset containing 45139 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Arctica",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 45139 records from 250 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027305-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.