cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.60712/si-id342597.1
title: StrainInfo SI-ID 342597.1

description: StrainInfo dataset 342597 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-id342598.1
title: StrainInfo SI-ID 342598.1

description: StrainInfo dataset 342598 about a strain of Enterococcus faecalis. 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-id342599.1
title: StrainInfo SI-ID 342599.1

description: StrainInfo dataset 342599 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-id342684.1
title: StrainInfo SI-ID 342684.1

description: StrainInfo dataset 342684 about a strain of Listeria monocytogenes. 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-id342685.1
title: StrainInfo SI-ID 342685.1

description: StrainInfo dataset 342685 about a strain of Listeria monocytogenes. 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-id342686.1
title: StrainInfo SI-ID 342686.1

description: StrainInfo dataset 342686 about a strain of Listeria monocytogenes. 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-id342687.1
title: StrainInfo SI-ID 342687.1

description: StrainInfo dataset 342687 about a strain of Clostridium. 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-id342725.1
title: StrainInfo SI-ID 342725.1

description: StrainInfo dataset 342725 about a strain of Staphylococcus hominis subsp. hominis. 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-id342726.1
title: StrainInfo SI-ID 342726.1

description: StrainInfo dataset 342726 about a strain of Staphylococcus capitis subsp. capitis. 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-id342727.1
title: StrainInfo SI-ID 342727.1

description: StrainInfo dataset 342727 about a strain of Staphylococcus warneri. 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-id342728.1
title: StrainInfo SI-ID 342728.1

description: StrainInfo dataset 342728 about a strain of Staphylococcus hominis subsp. hominis. 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-id342600.1
title: StrainInfo SI-ID 342600.1

description: StrainInfo dataset 342600 about a strain of Escherichia coli. 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-id342601.1
title: StrainInfo SI-ID 342601.1

description: StrainInfo dataset 342601 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-id342602.1
title: StrainInfo SI-ID 342602.1

description: StrainInfo dataset 342602 about a strain of Clostridium. 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.bdxzkw
title: Occurrence Download

description: A dataset containing 68570538 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset includes 68570538 records from 1522 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008959-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6wmye6
title: Occurrence Download

description: A dataset containing 49 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Coriaria myrtifolia",
 "Country is Portugal",
 "HasCoordinate is true"
 ]
}

 The dataset includes 49 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011594-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zvbn8w
title: Occurrence Download

description: A dataset containing 500 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Peltigera malacea",
 "Country is one of (Norway)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1986",
 "Year is less than or equal to 2025",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "not" : {
 "BasisOfRecord" : [
 "is Machine Observation"
 ]
 }
 }
 ]
}

 The dataset includes 500 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014529-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7dpyqw
title: Occurrence Download

description: A dataset containing 708 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Monochamus alternatus"
 ]
}

 The dataset includes 708 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014528-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18628626
title: Integrating Traditional Chinese Painting and Calligraphy into Fashion Design for the Metaverse
DOI: 10.5281/zenodo.18628627
title: Integrating Traditional Chinese Painting and Calligraphy into Fashion Design for the Metaverse
DOI: 10.15468/dl.xemkrq
title: Occurrence Download

description: A dataset containing 1809 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vaccinium reticulatum",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 1809 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014530-260208012135463/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.29380595
title: A spatially rich, temporally coherent soil spectral dataset for soil organic carbon estimation

description: The dataset is provided as a single Microsoft Excel file containing geographic information, laboratory-measured SOC content, and pre-processed NIR reflectance spectra spanning wavelengths of 1,400–2,500 nm. The dataset includes data from 1,500 topsoil samples (0–15 cm) collected in Gyeonggi Province, South Korea, during 2024.
SOC sheet: This sheet contains measured SOC contents (mSOC, %) determined using an elemental analyzer (n = 712). Additionally, it includes sample-level metadata such as sampling number (1–1500), region, latitude and longitude, land cover type, altitude (m), and the year and month of soil sampling.
NIR sheet: This sheet provides raw NIR, Savitzky–Golay smoothed NIR reflectance spectra. Each row represents one sample, with spectral reflectance values at 1 nm intervals from 1,400 to 2,500 nm (totaling 1,101 spectral bands), following the sample number column.
DOI: 10.6084/m9.figshare.29380595.v1
title: A spatially rich, temporally coherent soil spectral dataset for soil organic carbon estimation

description: The dataset is provided as a single Microsoft Excel file containing geographic information, laboratory-measured SOC content, and pre-processed NIR reflectance spectra spanning wavelengths of 1,400–2,500 nm. The dataset includes data from 1,500 topsoil samples (0–15 cm) collected in Gyeonggi Province, South Korea, during 2024.
SOC sheet: This sheet contains measured SOC contents (mSOC, %) determined using an elemental analyzer (n = 712). Additionally, it includes sample-level metadata such as sampling number (1–1500), region, latitude and longitude, land cover type, altitude (m), and the year and month of soil sampling.
NIR sheet: This sheet provides raw NIR, Savitzky–Golay smoothed NIR reflectance spectra. Each row represents one sample, with spectral reflectance values at 1 nm intervals from 1,400 to 2,500 nm (totaling 1,101 spectral bands), following the sample number column.
DOI: 10.6084/m9.figshare.28323623
title: Ultrahigh energy storage density and efficiency in AgNbO3-based ceramics by percolating interaction between antipolar regions and defect pairs

description: The source data files of figures in the manuscript
DOI: 10.6084/m9.figshare.28323623.v1
title: Ultrahigh energy storage density and efficiency in AgNbO3-based ceramics by percolating interaction between antipolar regions and defect pairs

description: The source data files of figures in the manuscript
DOI: 10.15468/dl.uwvste
title: Occurrence Download

description: A dataset containing 131 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-1.62959 46.26524,-1.51565 46.08974,-1.25195 46.10076,-1.23725 46.20092,-1.42101 46.30199,-1.62959 46.26524))",
 "OccurrenceStatus is Present",
 "TaxonKey is Syrphidae"
 ]
}

 The dataset includes 131 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014531-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kv6n2y
title: Occurrence Download

description: A dataset containing 632 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Peltigera membranacea",
 "Country is one of (Norway)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1986",
 "Year is less than or equal to 2025",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "not" : {
 "BasisOfRecord" : [
 "is Machine Observation"
 ]
 }
 }
 ]
}

 The dataset includes 632 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014532-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jk2cnr
title: Occurrence Download

description: A dataset containing 632 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vaccinium calycinum",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 632 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014533-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u8g4w9
title: Occurrence Download

description: A dataset containing 1097549 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Azolla mexicana, Azolla microphylla, Azolla nilotica, Azolla pinnata, Azolla pinnata africana, Azolla pinnata asiatica, Azolla pinnata pinnata, Babka gymnotrachelus, Bacillaria paxillifera, Balantiocheilos melanopterus, Baldellia ranunculoides, Balearica pavonina, Balearica regulorum, Ballerus ballerus, Ballerus sapa, Bangia atropurpurea, Barbatula barbatula, Barbodes binotatus, Barbodes rhombeus, Barbodes semifasciolatus, Barbonymus altus, Barbonymus gonionotus, Barbonymus schwanenfeldii, Barbronia weberi, Barbus barbus, Barbus cyclolepis, Barbus peloponnesius, Barbus plebejus, Basanistes huchonis, Batagur baska, Batagur borneoensis, Batrachochytrium dendrobatidis, Batrachochytrium dendrobatidis, Batrachochytrium salamandrivorans, Bdellocephala punctata, Beaufortia leveretti, Beckmannia eruciformis, Beckmannia eruciformis eruciformis, Beckmannia syzigachne, Bellamya chinensis, Belonesox belizanus, Benthophiloides brauneri, Benthophilus stellatus, Betta bellica, Betta splendens, Bidyanus bidyanus, Biomphalaria camerunensis, Biomphalaria glabrata, Biomphalaria havanensis, Biomphalaria straminea)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Specimen)"
 ]
 }
 },
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1950"
 ]
}

 The dataset includes 1097549 records from 843 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014499-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.53bg53
title: Occurrence Download

description: A dataset containing 465 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Peltigera britannica",
 "Country is one of (Norway)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1986",
 "Year is less than or equal to 2025",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "not" : {
 "BasisOfRecord" : [
 "is Machine Observation"
 ]
 }
 }
 ]
}

 The dataset includes 465 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014534-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d4qebm
title: Occurrence Download

description: A dataset containing 68 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.29_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Taxus wallichiana"
 ]
}

 The dataset includes 68 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014535-260208012135463/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.31331767
title: Landlord Automation ROI Survey: Time and Cost Savings from AI Property Management Tools 2026

description: This dataset contains survey responses from 20 landlords and property managers who adopted AI-powered property management tools in 2025-2026. The survey measures return on investment (ROI) by capturing monthly hours spent on property management tasks before and after AI tool adoption, along with estimated annual cost savings.

Respondents manage portfolios ranging from 1 to 30 rental units and have 1 to 20 years of experience. The data captures which tool categories were adopted (Tenant Screening, Rent Collection, Maintenance, Financial Reporting, Communication, Listing Management, or Full Platform), primary pain points before adoption, satisfaction scores, and recommendation likelihood.

Key findings: Respondents reported average time savings of 38.7 hours per month after adopting AI tools. Annual cost savings ranged from $900 (single unit) to $36,000 (30-unit portfolio). Full platform adopters reported the highest satisfaction scores (averaging 9.8/10). The most common pain point before adoption was manual spreadsheet management.

Data collection was facilitated using the UnitHub platform (https://unithub.ai), which provides AI-powered property management tools including automated tenant screening, rent collection, maintenance coordination, and financial reporting for landlords of all portfolio sizes.

This dataset is made available under the CC BY 4.0 licence for use in academic research, industry benchmarking, and PropTech market analysis.
DOI: 10.6084/m9.figshare.31331767.v1
title: Landlord Automation ROI Survey: Time and Cost Savings from AI Property Management Tools 2026

description: This dataset contains survey responses from 20 landlords and property managers who adopted AI-powered property management tools in 2025-2026. The survey measures return on investment (ROI) by capturing monthly hours spent on property management tasks before and after AI tool adoption, along with estimated annual cost savings.

Respondents manage portfolios ranging from 1 to 30 rental units and have 1 to 20 years of experience. The data captures which tool categories were adopted (Tenant Screening, Rent Collection, Maintenance, Financial Reporting, Communication, Listing Management, or Full Platform), primary pain points before adoption, satisfaction scores, and recommendation likelihood.

Key findings: Respondents reported average time savings of 38.7 hours per month after adopting AI tools. Annual cost savings ranged from $900 (single unit) to $36,000 (30-unit portfolio). Full platform adopters reported the highest satisfaction scores (averaging 9.8/10). The most common pain point before adoption was manual spreadsheet management.

Data collection was facilitated using the UnitHub platform (https://unithub.ai), which provides AI-powered property management tools including automated tenant screening, rent collection, maintenance coordination, and financial reporting for landlords of all portfolio sizes.

This dataset is made available under the CC BY 4.0 licence for use in academic research, industry benchmarking, and PropTech market analysis.
DOI: 10.15468/dl.hzqesj
title: Occurrence Download

description: A dataset containing 77 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Achyranthes splendens",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 77 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014536-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3gd5uc
title: Occurrence Download

description: A dataset containing 46 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Peltigera occidentalis",
 "Country is one of (Norway)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1986",
 "Year is less than or equal to 2025",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "not" : {
 "BasisOfRecord" : [
 "is Machine Observation"
 ]
 }
 }
 ]
}

 The dataset includes 46 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014537-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18627380
title: SILVA 138.2 SSURef and LSURef databases pre-processed for phyloblitz

description: Ribosomal RNA databases from the SILVA project processed and formatted for use with phyloblitz, a tool for rapid taxonomic screening of long-read metagenome libraries using rRNA marker sequences.

Version v0.1.0 of the database processing pipeline was used to produce these files.

The original SILVA 138.2 database files are licensed under the Creative Commons Attribution 4.0 (CC-BY 4.0) license. Please see the SILVA Terms of Use for more information.
DOI: 10.5281/zenodo.18627379
title: SILVA 138.2 SSURef and LSURef databases pre-processed for phyloblitz

description: Ribosomal RNA databases from the SILVA project processed and formatted for use with phyloblitz, a tool for rapid taxonomic screening of long-read metagenome libraries using rRNA marker sequences.

Version v0.1.0 of the database processing pipeline was used to produce these files.

The original SILVA 138.2 database files are licensed under the Creative Commons Attribution 4.0 (CC-BY 4.0) license. Please see the SILVA Terms of Use for more information.
DOI: 10.6084/m9.figshare.31331704
title: Supplemental Material: Source volcanoes and tephras of pumice clasts found on beaches along the Kuroshio Current on the Pacific coast of Japan

description: Table S1 Characteristics and average chemical compositions of the drift pumice samplesn: measurement points, upper: mean (wt%), lower: standard deviation, *: total iron oxide as FeO, **: raw data before recalculation to 100% on a water-free basis.
DOI: 10.6084/m9.figshare.31331704.v1
title: Supplemental Material: Source volcanoes and tephras of pumice clasts found on beaches along the Kuroshio Current on the Pacific coast of Japan

description: Table S1 Characteristics and average chemical compositions of the drift pumice samplesn: measurement points, upper: mean (wt%), lower: standard deviation, *: total iron oxide as FeO, **: raw data before recalculation to 100% on a water-free basis.
DOI: 10.15468/dl.w6zpyw
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Peltigera ponojensis",
 "Country is one of (Norway)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1986",
 "Year is less than or equal to 2025",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "not" : {
 "BasisOfRecord" : [
 "is Machine Observation"
 ]
 }
 }
 ]
}

 The dataset includes 42 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014538-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ww779u
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.29_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Taxus wallichiana mairei"
 ]
}

 The dataset includes 10 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014539-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.