cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.60712/si-id313011.1
title: StrainInfo SI-ID 313011.1

description: StrainInfo dataset 313011 about a strain of Bullera alba. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id313012.1
title: StrainInfo SI-ID 313012.1

description: StrainInfo dataset 313012 about a strain of Bullera alba. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id313076.1
title: StrainInfo SI-ID 313076.1

description: StrainInfo dataset 313076 about a strain of Sporobolomyces beijingensis. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.15468/dl.mi3bln
title: Occurrence Download

description: A dataset containing 3334 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sipia laemosticta (Pelzeln, 1868)"
 ]
}

 The dataset includes 3334 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023408-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60712/si-id313077.1
title: StrainInfo SI-ID 313077.1

description: StrainInfo dataset 313077 about a strain of Sporobolomyces beijingensis. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id313078.1
title: StrainInfo SI-ID 313078.1

description: StrainInfo dataset 313078 about a strain of Sporobolomyces beijingensis. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id313079.1
title: StrainInfo SI-ID 313079.1

description: StrainInfo dataset 313079 about a strain of Sporobolomyces beijingensis. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id312917.1
title: StrainInfo SI-ID 312917.1

description: StrainInfo dataset 312917 about a strain of Candida membranifaciens. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id312918.1
title: StrainInfo SI-ID 312918.1

description: StrainInfo dataset 312918 about a strain of Unidentified. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.15468/dl.e2nitk
title: Occurrence Download

description: A dataset containing 1544 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aphanotriccus capitalis (Salvin, 1865)"
 ]
}

 The dataset includes 1544 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019600-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60712/si-id312919.1
title: StrainInfo SI-ID 312919.1

description: StrainInfo dataset 312919 about a strain of Unidentified. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id312920.1
title: StrainInfo SI-ID 312920.1

description: StrainInfo dataset 312920 about a strain of Teunomyces kruisii. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.15468/dl.hckiko
title: Occurrence Download

description: A dataset containing 1034 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year 1950-2018",
 "HasCoordinate is true",
 "TaxonKey is Akebia quinata (Houtt.) Decne.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1034 records from 64 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014399-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uyifju
title: Occurrence Download

description: A dataset containing 18573 species occurrences available in GBIF matching the query:
{
 "or" : [
 "TaxonKey is Arctotheca calendula (L.) Levyns",
 "TaxonKey is Arctotheca calendulacea (L.) K.Lewin",
 "TaxonKey is Arctotheca calendulacea (R.Br.) K.Lewin"
 ]
}

 The dataset includes 18573 records from 116 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004505-171124123535762/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60712/si-id313013.1
title: StrainInfo SI-ID 313013.1

description: StrainInfo dataset 313013 about a strain of Bullera alba. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id313014.1
title: StrainInfo SI-ID 313014.1

description: StrainInfo dataset 313014 about a strain of Bullera alba. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id313015.1
title: StrainInfo SI-ID 313015.1

description: StrainInfo dataset 313015 about a strain of Dioszegia zsoltii var. zsoltii. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id313016.1
title: StrainInfo SI-ID 313016.1

description: StrainInfo dataset 313016 about a strain of Dioszegia zsoltii var. zsoltii. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id313080.1
title: StrainInfo SI-ID 313080.1

description: StrainInfo dataset 313080 about a strain of Sporobolomyces beijingensis. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id313082.1
title: StrainInfo SI-ID 313082.1

description: StrainInfo dataset 313082 about a strain of Ruinenia clavata. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id313083.1
title: StrainInfo SI-ID 313083.1

description: StrainInfo dataset 313083 about a strain of Phyllozyma subbrunnea. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id312921.1
title: StrainInfo SI-ID 312921.1

description: StrainInfo dataset 312921 about a strain of Pichia kudriavzevii. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.15468/dl.3fd5x5
title: Occurrence Download

description: A dataset containing 364102 species occurrences available in GBIF matching the query:
{
 "and" : [
 "PublishingOrg is ccd1ddc0-6c21-11de-8224-b8a03c50a862",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 364102 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009902-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w69add
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Brachyrhamdia meesi",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 14 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009915-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.akgunf
title: Occurrence Download

description: A dataset containing 1154984 species occurrences available in GBIF matching the query:
{
 "and" : [
 "PublishingOrg is f9b67ad0-9c9b-11d9-b9db-b8a03c50a862",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1154984 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009903-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rvr3dh
title: Occurrence Download

description: A dataset containing 1259096 species occurrences available in GBIF matching the query:
{
 "and" : [
 "PublishingOrg is d9699a79-4736-45c2-925c-f4033ac67d52",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1259096 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009901-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.batdf9
title: Occurrence Download

description: A dataset containing 233 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ipomoea marabaensis",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 233 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009917-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s9j6ma
title: Occurrence Download

description: A dataset containing 409 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Jacquiniella globosa",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 409 records from 77 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009918-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nhn52v
title: Occurrence Download

description: A dataset containing 4730 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "OccurrenceStatus is Present",
 "TaxonKey is Andreaeopsida"
 ]
}

 The dataset includes 4730 records from 115 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009919-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3zfhrt
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Brachyrhamdia rambarrani",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009923-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jssj53
title: Occurrence Download

description: A dataset containing 375 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ipomoea maurandioides",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 375 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009924-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8end35
title: Occurrence Download

description: A dataset containing 429 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Jacquiniella teretifolia",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 429 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009926-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9h3xqx
title: Occurrence Download

description: A dataset containing 1177 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Continent is North America",
 "OccurrenceStatus is Present",
 "TaxonKey is Scyra acutifrons"
 ]
}

 The dataset includes 1177 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009927-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18615841
title: Machine-Learning-Derived Dimethyl Sulphide (DMS) estimation for North Atlantic across 2002-2024 (2010-2017 Subset)

description: DMS Dataset for olfactory navigation and related research. The data was produced from machine learning ensemble methods, with a fine spatio-temporal resolution of 4km, daily. See the author's article for technical details and workflow.

The dataset covers 04/07/2002-22/06/2024, latitude [0, 60], and longitude [-80, 15]. 

Due to upload limitations, the daily DMS 2D fields were aggregated into monthly 3D fields with time dimensions, saved as netcdf files. The 22-year DMS dataset will be split into three uploads. For more convenient data query and annotation, the AniDMS Python package is recommended.

This upload contains data from 2010 to 2017.
DOI: 10.15468/dl.s5qhcp
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Brachyrhamdia thayeria",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009929-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cfbe6q
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material sample, Material citation, Occurrence evidence)",
 "Continent is Europe",
 "OccurrenceStatus is Present",
 "TaxonKey is Argonauta argo",
 "Year 1998-2026"
 ]
}

 The dataset includes 29 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009930-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tecqxr
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Spain, Portugal, Ireland, Guadeloupe)",
 "OccurrenceStatus is Present",
 "TaxonKey is Sergia robusta",
 "Year 1998-2026"
 ]
}

 The dataset includes 23 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009928-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wuypdk
title: Occurrence Download

description: A dataset containing 159 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lepidaploa arenaria",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 159 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009931-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zu8cw8
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Jejewoodia jiewhoei",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009932-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18615552
title: Clinical cure of chronic hepatitis B is dependent on priming and perpetuation of robust CD4+ T cell responses

description: This repository contains CyTOF data generated for Jespersen & Avanesyan et al., Clinical cure of chronic hepatitis B is dependent on priming and perpetuation of robust CD4⁺ T cell responses (2026) (bioRxiv: https://www.biorxiv.org/content/10.1101/2025.09.29.677401v1.full).

Peripheral blood samples were collected from patients with chronic hepatitis B before and after nucleos(t)ide analogue (NA) withdrawal. The file "cytof.tar.gz" contains FCS files corresponding to live CD45⁺ PBMCs isolated from individual patient samples and stained using a 41-marker CyTOF antibody panel targeting surface proteins. The file "HBeAg negative HBV CyTOF sample list.xlsx" provides sample-level metadata.

Detailed experimental procedures and data generation methods are described in the associated manuscript.
DOI: 10.5281/zenodo.18615551
title: Clinical cure of chronic hepatitis B is dependent on priming and perpetuation of robust CD4+ T cell responses

description: This repository contains CyTOF data generated for Jespersen & Avanesyan et al., Clinical cure of chronic hepatitis B is dependent on priming and perpetuation of robust CD4⁺ T cell responses (2026) (bioRxiv: https://www.biorxiv.org/content/10.1101/2025.09.29.677401v1.full).

Peripheral blood samples were collected from patients with chronic hepatitis B before and after nucleos(t)ide analogue (NA) withdrawal. The file "cytof.tar.gz" contains FCS files corresponding to live CD45⁺ PBMCs isolated from individual patient samples and stained using a 41-marker CyTOF antibody panel targeting surface proteins. The file "HBeAg negative HBV CyTOF sample list.xlsx" provides sample-level metadata.

Detailed experimental procedures and data generation methods are described in the associated manuscript.
DOI: 10.15468/dl.8u8ex5
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cetopsorhamdia filamentosa",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009933-260208012135463/datasets/export for details.
DOI: 10.15468/dl.vtqz5w
title: Occurrence Download

description: A dataset containing 49 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lepidaploa paraensis",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 49 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009934-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18615852
title: Machine-Learning-Derived Dimethyl Sulphide (DMS) estimation for North Atlantic across 2002-2024 (2018-2024 Subset)

description: DMS Dataset for olfactory navigation and related research. The data was produced from machine learning ensemble methods, with a fine spatio-temporal resolution of 4km, daily. See the author's article for technical details and workflow.

The dataset covers 04/07/2002-22/06/2024, latitude [0, 60], and longitude [-80, 15]. 

Due to upload limitations, the daily DMS 2D fields were aggregated into monthly 3D fields with time dimensions, saved as netcdf files. The 22-year DMS dataset will be split into three uploads. For more convenient data query and annotation, the AniDMS Python package is recommended.

This upload contains data from 2018 to 2024.
DOI: 10.5281/zenodo.18615792
title: A Causal–Priority Framework for Online Private Tour Satisfaction: Integrating LDA with DEMATEL–DANP

description: With the rapid growth of platform-based tourism, understanding how user perceptions influence satisfaction and decision-making priorities has become increasingly important for sustainable tourism governance. This study introduces a data-driven decision-support framework for assessing satisfaction with online private tours by combining Latent Dirichlet Allocation (LDA) with DEMATEL and DEMATEL-based ANP (DANP). Using user reviews, LDA extracts key satisfaction-related themes, while DEMATEL uncovers their causal relationships, and DANP ranks their importance within interdependent conditions. The findings indicate that satisfaction is primarily experience-driven, supported by upstream functional and contextual factors, with platform services serving as facilitators rather than direct drivers. By separating causal influence from priority ranking, this framework aids evidence-based resource allocation and governance-oriented decision-making in digital tourism systems. This study offers a transferable methodological approach for sustainability-focused tourism management and platform governance.