cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.60712/si-id344755.1
title: StrainInfo SI-ID 344755.1

description: StrainInfo dataset 344755 about a strain of Ectocarpus. 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.dyg7qf
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "CatalogNumber is SMNK-ARA 02071 / 450875 / 5761",
 "CatalogNumber is SMNK-ARA 02010 / 502747 / 39566",
 "CatalogNumber is SMNK-ARA 01311 / 452182 / 7144",
 "CatalogNumber is GF230312HC001-01",
 "CatalogNumber is 62921",
 "CatalogNumber is 62978"
 ]
 },
 "TaxonKey is Anelosimus eximius (Keyserling, 1884)"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001422-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60712/si-id344590.1
title: StrainInfo SI-ID 344590.1

description: StrainInfo dataset 344590 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-id344591.1
title: StrainInfo SI-ID 344591.1

description: StrainInfo dataset 344591 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-id344592.1
title: StrainInfo SI-ID 344592.1

description: StrainInfo dataset 344592 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.my8z5c
title: Occurrence Download

description: A dataset containing 723 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Continent is South America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Croton gracilipes Baill."
 ]
}

 The dataset includes 723 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0085905-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60712/si-id344668.1
title: StrainInfo SI-ID 344668.1

description: StrainInfo dataset 344668 about a strain of Desmarestia muelleri. 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-id344669.1
title: StrainInfo SI-ID 344669.1

description: StrainInfo dataset 344669 about a strain of Desmarestia muelleri. 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-id344670.1
title: StrainInfo SI-ID 344670.1

description: StrainInfo dataset 344670 about a strain of Desmarestia muelleri. 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-id344756.1
title: StrainInfo SI-ID 344756.1

description: StrainInfo dataset 344756 about a strain of Ectocarpus. 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-id344757.1
title: StrainInfo SI-ID 344757.1

description: StrainInfo dataset 344757 about a strain of Ectocarpus. 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.o7kxxv
title: Occurrence Download

description: A dataset containing 153476 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 {
 "or" : [
 "StateProvince is North Dakota",
 "StateProvince is South Dakota",
 "StateProvince is wyoming",
 "StateProvince is nebraska"
 ]
 },
 {
 "or" : [
 "DatasetKey is KUBI Invertebrate Paleontology Collection",
 "DatasetKey is 9642d0e6-f762-11e1-a439-00145eb45e9a",
 "DatasetKey is 854bc2fc-f762-11e1-a439-00145eb45e9a",
 "DatasetKey is Paleobiology Database",
 "DatasetKey is University of Florida Vertebrate Paleontology",
 "DatasetKey is Vertebrate Paleontology Division, Yale Peabody Museum",
 "DatasetKey is 989f6285-841c-47a4-991b-3d3396427f02"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 153476 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018334-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60712/si-id344758.1
title: StrainInfo SI-ID 344758.1

description: StrainInfo dataset 344758 about a strain of Ectocarpus. 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-id344593.1
title: StrainInfo SI-ID 344593.1

description: StrainInfo dataset 344593 about a strain of Colacium vesiculosum. 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-id344594.1
title: StrainInfo SI-ID 344594.1

description: StrainInfo dataset 344594 about a strain of Cryptoglena pigra. 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-id344595.1
title: StrainInfo SI-ID 344595.1

description: StrainInfo dataset 344595 about a strain of Distigma curvata. 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-id344596.1
title: StrainInfo SI-ID 344596.1

description: StrainInfo dataset 344596 about a strain of Distigma gracile. 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.mawuhu
title: Occurrence Download

description: A dataset containing 1845 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pinus pseudostrobus Lindl.",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 1845 records from 74 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013841-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60712/si-id344671.1
title: StrainInfo SI-ID 344671.1

description: StrainInfo dataset 344671 about a strain of Desmarestia firma. 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-id344672.1
title: StrainInfo SI-ID 344672.1

description: StrainInfo dataset 344672 about a strain of Desmarestia dudresnayi. 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-id344673.1
title: StrainInfo SI-ID 344673.1

description: StrainInfo dataset 344673 about a strain of Desmarestia firma. 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-id344674.1
title: StrainInfo SI-ID 344674.1

description: StrainInfo dataset 344674 about a strain of Desmarestia peruviana. 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-id344759.1
title: StrainInfo SI-ID 344759.1

description: StrainInfo dataset 344759 about a strain of Ectocarpus siliculosus. 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-id344760.1
title: StrainInfo SI-ID 344760.1

description: StrainInfo dataset 344760 about a strain of Ectocarpus. 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.rn7cgv
title: Occurrence Download

description: A dataset containing 11365993 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Vaccinium corymbosum L., Brassica napus L., Carum carvi L., Coriandrum sativum L., Daucus carota L., Malus domestica (Suckow) Borkh., Prunus avium (L.) L., Allium oleraceum L., Capsicum annuum L., Cucurbita maxima Duchesne, Cucurbita moschata (Duchesne) Duchesne ex Poir., Cucurbita pepo L., Ribes nigrum L., Vaccinium angustifolium Aiton, Vaccinium myrtillus L., Vaccinium uliginosum L., Astragalus cicer L., Bertholletia excelsa Bonpl., Brassica rapa L., Castanea crenata Siebold & Zucc., Castanea sativa Mill., Citrullus lanatus (Thunb.) Matsum. & Nakai, Citrus ×paradisi Macfad., Cucumis melo L., Cucumis sativus L., Cyphomandra betacea (Cav.) Sendtn., Glycine max (L.) Merr., Helianthus annuus L., Medicago sativa L., Persea americana Mill., Phaseolus coccineus L., Prunus cerasus L., Prunus L., Prunus persica (L.) Stokes, Pyrus communis L., Rubus chamaemorus L., Rubus idaeus L., Solanum lycopersicum L., Solanum tuberosum L., Vaccinium macrocarpon Aiton, Vicia faba L., Vigna unguiculata (L.) Walp., Arachis hypogaea L., Trifolium pratense L., Vicia faba f. major (Harz) Beck, Allium cepa L., Linum usitatissimum L., Litchi chinensis Sonn., Vitis vinifera L., Cynara cardunculus L., Citrus reticulata Blanco, Fagopyrum esculentum Moench, Jatropha curcas L., Ziziphus mauritiana Lam., Dioscorea rotundata Poir., Mangifera indica L., Macadamia integrifolia Maiden & Betche, Gossypium arboreum L., Zea mays L., Brassica juncea (L.) Czern., Cocos nucifera L., Coffea canephora Pierre ex A.Froehner, Dimocarpus longan Lour., Foeniculum vulgare Mill., Gossypium hirsutum L., Passiflora edulis Sims, Prunus domestica L., Psidium guajava L., Sambucus caerulea Raf., Sambucus canadensis L., Sambucus microbotrys Rydb., Sambucus racemosa L., Sambucus simpsonii Rehder ex Sarg., Sinapis alba L., Spondias mombin Jacq., Spondias tuberosa Arruda, Capparis spinosa L., Amomum subulatum Roxb., Anacardium occidentale L., Coffea arabica L.)"
 ]
}

 The dataset includes 11365993 records from 7808 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014081-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.25tcfp
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lecidea commaculans",
 "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 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014809-260208012135463/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.31323997.v1
title: BIO326_2026

description: BIO326
DOI: 10.15468/dl.hk6msw
title: Occurrence Download

description: A dataset containing 2166 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cymbopogon goeringii",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 2166 records from 91 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014810-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nx9pum
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Obregonia denegrii",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 30 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014811-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mw3xvh
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Laimosemion leticia",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014813-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.63jrdr
title: Occurrence Download

description: A dataset containing 444 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carapichea affinis",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 444 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014812-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18392297
title: SW Atlantic sea surface temperature anomalies

description: A compilation of sea surface temperature (SST) anomalies from the Southwest Atlantic during the Common Era.
DOI: 10.5281/zenodo.18392296
title: SW Atlantic sea surface temperature anomalies

description: A compilation of sea surface temperature (SST) anomalies from the Southwest Atlantic during the Common Era.
DOI: 10.15468/dl.zetswy
title: Occurrence Download

description: A dataset containing 295 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((8.79922 41.89652,8.79489 41.89103,8.7999 41.88598,8.80826 41.88588,8.81059 41.89463,8.80942 41.90357,8.80573 41.90901,8.79873 41.91096,8.79625 41.90513,8.79922 41.89652))",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae",
 "Year 2021-2026"
 ]
}

 The dataset includes 295 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014814-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18630075
title: Solid Polymer Electrolyte Film Market Report

description: Solid polymer electrolyte films are widely used in lithium-ion and sodium-ion batteries, fuel cells, and other electrochemical devices due to their high safety, mechanical strength, and efficiency. The global transition toward renewable energy and portable energy storage systems has significantly increased demand for these films, particularly in electric vehicles and consumer electronics. The market is valued at approximately USD 245 million in 2025 and is projected to reach USD 425 million by 2032, growing at a CAGR of 7.5% during the forecast period. These figures reflect the expanding application base and growing investment in energy storage technologies.
DOI: 10.5281/zenodo.18630076
title: Solid Polymer Electrolyte Film Market Report

description: Solid polymer electrolyte films are widely used in lithium-ion and sodium-ion batteries, fuel cells, and other electrochemical devices due to their high safety, mechanical strength, and efficiency. The global transition toward renewable energy and portable energy storage systems has significantly increased demand for these films, particularly in electric vehicles and consumer electronics. The market is valued at approximately USD 245 million in 2025 and is projected to reach USD 425 million by 2032, growing at a CAGR of 7.5% during the forecast period. These figures reflect the expanding application base and growing investment in energy storage technologies.
DOI: 10.15468/dl.6kdw49
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "OccurrenceStatus is Present",
 "TaxonKey is Crassula helmsii"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014816-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3e26hz
title: Occurrence Download

description: A dataset containing 133 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lecidea fuscoatra",
 "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 133 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014817-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vsd6ra
title: Occurrence Download

description: A dataset containing 204943 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Martinique",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Animalia, Basidiomycota, Ascomycota, Plantae)"
 ]
}

 The dataset includes 204943 records from 403 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014777-260208012135463/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.31323997
title: BIO326_2026

description: # Structural Variant Teaching Dataset Bos taurus – Chromosome 13 (IGV-ready subset)<br>---<br>## Overview<br>This dataset was prepared for teaching structural variant (SV) analysis using long-read sequencing data (Oxford Nanopore).<br>The material includes:<br>- Two samples (2024 and 2025)- High-confidence structural variants- Chromosome 13 only- Reads restricted to ±20 kb around selected SV loci<br>The dataset is intentionally reduced in size so that it loads quickly in IGV and can be used in classroom settings without heavy computational requirements.<br>---<br>## Dataset Contents<br>### Reference Genome (Chromosome 13 only)<br>- `Bos_taurus_chr13.fa`- `Bos_taurus_chr13.fa.fai`<br>Reference sequence used for alignment and visualization.<br>---<br>### Alignment Files<br>- `2024_chr13_teaching_20kb.bam`- `2024_chr13_teaching_20kb.bam.bai`- `2025_chr13_teaching_20kb.bam`- `2025_chr13_teaching_20kb.bam.bai`<br>These BAM files contain only reads overlapping selected structural variant regions (±20 kb). They allow direct comparison between two samples.<br>---<br>### Structural Variant Calls<br>- `joint_chr13_teaching_20kb.vcf.gz`- `joint_chr13_teaching_20kb.vcf.gz.tbi`<br>Joint multi-sample SV calls generated using Sniffles2 (v2.0.7).<br>High-confidence variants were selected using the following criteria:<br>- PRECISE calls only- QUAL ≥ 50- One sample homozygous alternate (1/1)- The other sample homozygous reference (0/0)- Variant read support ≥ 4- No conflicting reference reads in the alternate sample<br>---<br>### Gene Annotation<br>- `Bos_taurus_chr13.gtf.gz`- `Bos_taurus_chr13.gtf.gz.tbi`<br>Ensembl gene annotation restricted to chromosome 13.<br>---<br>## How to Use in IGV1. Load the reference genome (`Bos_taurus_chr13.fa`)2. Load both BAM files3. Load the VCF file4. Load the gene annotation (GTF)5. Navigate to a variant coordinate6. Compare genotype and read support between samples<br>---<br>## Educational Purpose<br>This dataset enables students to:<br>- Visualize insertions and deletions in long-read alignments- Compare genotypes between two samples- Interpret read-level support (DV / DR)- Understand how structural variants are represented in VCF- Connect structural variation to gene structure- Investigate gene function using public databases<br>---<br>## Software Required<br>- IGV (recommended for visualization)- samtools- bcftools- bedtools- Sniffles2 (for reproducibility)<br>---<br>## Notes<br>- Data were derived from course-based research activities.- Only chromosome 13 is included.- Only selected high-confidence SV regions are retained.- The dataset is intended for teaching and demonstration purposes.<br>---<br>