cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.13145/bacdive164202.20251217.10
title: <i>Capnocytophaga</i> <i>endodontalis</i> Jo <i>et al.</i>

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.6084/m9.figshare.30918765
title: Common household disinfectants are highly effective against the honey bee pathogen <i>Melissococcus plutonius</i>

description: The honey bee pathogen <i>Melissococcus plutonius</i> is ubiquitous in United States beekeeping operations, but little is known about persistence on beekeeping equipment or effective methods of decontamination. We investigated the survival of two common regional strains (atypical ST19 and typical ST39) and a typical control strain ATCC 35311 on beekeeping materials (steel and wood), and assessed the efficacy of 10% bleach and 70% ethanol using both viability qPCR and culture-based methods. Results showed strain-to-strain variation in surface adherence, with atypical ST19 showing higher levels of adherence than typical strains. Bleach (10%) was highly effective across all strains and materials, with complete elimination on steel and &gt;98% reduction on wood. Ethanol (70%) showed variable effectiveness, with higher efficacy against atypical ST19 (85.5–99.9%) than typical strains and better performance on wood than steel. Scanning electron microscopy revealed strain-specific biofilm formation patterns, while vqPCR suggests the presence of significant extracellular DNA that may be involved in biofilm formation. These findings provide evidence-based guidance for apiary biosecurity and promising directions for future research.
DOI: 10.6084/m9.figshare.30918765.v1
title: Common household disinfectants are highly effective against the honey bee pathogen <i>Melissococcus plutonius</i>

description: The honey bee pathogen <i>Melissococcus plutonius</i> is ubiquitous in United States beekeeping operations, but little is known about persistence on beekeeping equipment or effective methods of decontamination. We investigated the survival of two common regional strains (atypical ST19 and typical ST39) and a typical control strain ATCC 35311 on beekeeping materials (steel and wood), and assessed the efficacy of 10% bleach and 70% ethanol using both viability qPCR and culture-based methods. Results showed strain-to-strain variation in surface adherence, with atypical ST19 showing higher levels of adherence than typical strains. Bleach (10%) was highly effective across all strains and materials, with complete elimination on steel and &gt;98% reduction on wood. Ethanol (70%) showed variable effectiveness, with higher efficacy against atypical ST19 (85.5–99.9%) than typical strains and better performance on wood than steel. Scanning electron microscopy revealed strain-specific biofilm formation patterns, while vqPCR suggests the presence of significant extracellular DNA that may be involved in biofilm formation. These findings provide evidence-based guidance for apiary biosecurity and promising directions for future research.
DOI: 10.13145/bacdive164203.20241212.9.2
title: <i>Brachybacterium</i> <i>vulturis</i> Tak <i>et al.</i> 2018

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive164203.20251217.10
title: <i>Brachybacterium</i> <i>vulturis</i> Tak <i>et al.</i> 2018

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive164204.20241212.9.2
title: <i>Brachybacterium</i> <i>avium</i> Tak <i>et al.</i> 2018

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive164204.20251217.10
title: <i>Brachybacterium</i> <i>avium</i> Tak <i>et al.</i> 2018

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive164205.20250331.9.3
title: <i>Micromonospora</i> <i>radicis</i> Kuncharoen <i>et al.</i> 2019

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive164205.20251217.10
title: <i>Micromonospora</i> <i>radicis</i> Kuncharoen <i>et al.</i> 2019

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive164206.20250331.9.3
title: <i>Micromonospora</i> <i>musae</i> Kuncharoen <i>et al.</i>

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive164206.20251217.10
title: <i>Micromonospora</i> <i>musae</i> Kuncharoen <i>et al.</i>

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive164207.20250331.9.3
title: <i>Micromonospora</i> <i>musae</i> Kuncharoen <i>et al.</i>

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15468/dl.s98dja
title: Occurrence Download

description: A dataset containing 122 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((71.86490499999999 22.820471, 71.78871700000001 22.814894, 71.714422 22.798302, 71.643868 22.771108, 71.57880299999999 22.733987, 71.520838 22.687861, 71.47140400000001 22.633874, 71.431713 22.573362, 71.40273500000001 22.507824, 71.385171 22.438879, 71.379436 22.368228, 71.385655 22.297612, 71.403655 22.228769, 71.432979 22.163389, 71.472892 22.103077, 71.52240399999999 22.04931, 71.580292 22.003405, 71.645134 21.966484, 71.71534200000001 21.939448, 71.78919999999999 21.922958, 71.86490499999999 21.917416, 71.94061000000001 21.922958, 72.01446799999999 21.939448, 72.084676 21.966484, 72.149518 22.003405, 72.20740600000001 22.04931, 72.256918 22.103077, 72.296831 22.163389, 72.326155 22.228769, 72.344155 22.297612, 72.350374 22.368228, 72.344639 22.438879, 72.32707499999999 22.507824, 72.298097 22.573362, 72.25840599999999 22.633874, 72.208972 22.687861, 72.15100700000001 22.733987, 72.085942 22.771108, 72.015388 22.798302, 71.941093 22.814894, 71.86490499999999 22.820471))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 122 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081941-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18185048
title: AI OSS Impact Study Dataset

description: Dataset for the research paper "Observable Changes in Open Source Development Patterns Before and After AI Coding Tools: A Multi-Repository Study". Contains monthly development metrics from 21 major open source repositories (January 2020 - December 2025), including commit activity, pull request statistics, issue resolution times, contributor data, and AI tool mention tracking. The dataset enables analysis of development pattern changes around the October 2022 breakpoint (GitHub Copilot GA and ChatGPT launch).

This SQLite database contains 80,000+ records across 6 tables, covering 9 technology clusters: AI/ML frameworks (PyTorch, Transformers), JavaScript frontend (React, Vue, Svelte), Python web (Django, FastAPI, Flask), systems languages (Go, Rust), and more. Metrics include velocity indicators (commits, authors, lines changed), efficiency measures (PR merge time, issue close time), and AI adoption signals (keyword mentions in commits, PRs, issues). See SCHEMA.md for complete field documentation and README.md for usage examples.
DOI: 10.5281/zenodo.18185047
title: AI OSS Impact Study Dataset

description: Dataset for the research paper "Observable Changes in Open Source Development Patterns Before and After AI Coding Tools: A Multi-Repository Study". Contains monthly development metrics from 21 major open source repositories (January 2020 - December 2025), including commit activity, pull request statistics, issue resolution times, contributor data, and AI tool mention tracking. The dataset enables analysis of development pattern changes around the October 2022 breakpoint (GitHub Copilot GA and ChatGPT launch).

This SQLite database contains 80,000+ records across 6 tables, covering 9 technology clusters: AI/ML frameworks (PyTorch, Transformers), JavaScript frontend (React, Vue, Svelte), Python web (Django, FastAPI, Flask), systems languages (Go, Rust), and more. Metrics include velocity indicators (commits, authors, lines changed), efficiency measures (PR merge time, issue close time), and AI adoption signals (keyword mentions in commits, PRs, issues). See SCHEMA.md for complete field documentation and README.md for usage examples.
DOI: 10.15468/dl.dd74t3
title: Occurrence Download

description: A dataset containing 44657 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Fagus sylvatica",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Human Observation, Observation, Specimen, Material sample, Machine Observation)",
 "Year is greater than or equal to 2024",
 "Year is less than or equal to 2026"
 ]
}

 The dataset includes 44657 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081940-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.44nwna
title: Occurrence Download

description: A dataset containing 156955 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "DatasetKey is EOD – eBird Observation Dataset",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is one of (CR, EN, VU, NT)",
 "OccurrenceStatus is Present",
 "Year 2000-2025"
 ]
}

 The dataset includes 156955 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081904-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4753za
title: Occurrence Download

description: A dataset containing 4522170 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Greece"
 ]
}

 The dataset includes 4522170 records from 2075 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081892-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gfyg7t
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aethionema monospermum W.T.Aiton"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048382-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hsuf4h
title: Occurrence Download

description: A dataset containing 2134253 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((10.44738 56.53343,10.35348 56.66086,10.08296 56.59827,9.62465 56.55355,9.22223 56.25621,9.17304 55.91415,9.14622 55.53632,9.24011 55.38877,9.58217 55.38206,9.78338 55.50949,9.91082 55.66152,10.0539 55.7107,10.15674 55.82249,10.29088 55.88285,10.22605 56.1489,10.47868 56.29198,10.44738 56.53343))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Plantae",
 "Year 2002-2022"
 ]
}

 The dataset includes 2134253 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073101-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ku8kjj
title: Occurrence Download

description: A dataset containing 711753 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (Canada, Mexico, United States of America)",
 "EventDate is greater than or equal to 2022-07-30",
 "EventDate is less than or equal to 2022-08-29",
 {
 "not" : {
 "Issue" : [
 "is one of (Basis of record invalid, Coordinate reprojection failed, Coordinate reprojection suspicious, Coordinate precision invalid, Coordinate uncertainty meters invalid, Country mismatch, Country invalid, Geodetic datum invalid, Presumed swapped coordinate, Presumed negated longitude, Presumed negated latitude, Country coordinate mismatch)"
 ]
 }
 }
 ]
}

 The dataset includes 711753 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022033-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n9xxnm
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stylonema bithynicum (Pers.) Kuntze"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048386-220831081235567/datasets/export for details.
DOI: 10.15468/dl.6e89j4
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aethionema banaticum Janka"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048399-220831081235567/datasets/export for details.
DOI: 10.15468/dl.rgrvtb
title: Occurrence Download

description: A dataset containing 189 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Melybia thalamita Stimpson, 1871"
 ]
}

 The dataset includes 189 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0124115-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.36n52h
title: Occurrence Download

description: A dataset containing 3237 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-92.2827822999999938 34.7692599000000016, -92.2827822999999938 34.7715953200000030, -92.2827822999999938 34.7738078300000026, -92.2827822999999938 34.7755286699999999, -92.2827822999999938 34.7777411699999988, -92.2827822999999938 34.7790932600000033, -92.2827822999999938 34.7815516000000002, -92.2808175699999964 34.7815516000000002, -92.2789757500000007 34.7815516000000002, -92.2759060599999970 34.7815516000000002, -92.2730819500000052 34.7815516000000002, -92.2695211099999995 34.7815516000000002, -92.2670653600000037 34.7815516000000002, -92.2653461999999962 34.7815516000000002, -92.2653461999999962 34.7792161799999988, -92.2653461999999962 34.7773724199999990, -92.2653461999999962 34.7750369999999975, -92.2653461999999962 34.7729474100000004, -92.2653461999999962 34.7709807399999988, -92.2653461999999962 34.7692599000000016, -92.2681704400000058 34.7692599000000016, -92.2713629200000014 34.7692599000000016, -92.2734503100000012 34.7692599000000016, -92.2765200000000050 34.7692599000000016, -92.2799580599999985 34.7692599000000016, -92.2827822999999938 34.7692599000000016))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 3237 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074284-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pw7c75
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aethionema balansae Boiss."
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048402-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yezt6b
title: Occurrence Download

description: A dataset containing 347 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Berberis morrisonensis Hayata",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 347 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010208-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kxh4w9
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erysimum ochroleucum subsp. neumannii (Polatschek) G.López"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048406-220831081235567/datasets/export for details.
DOI: 10.15468/dl.stfbqf
title: Occurrence Download

description: A dataset containing 876 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ficus benghalensis L.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 876 records from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074293-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y9s8nv
title: Occurrence Download

description: A dataset containing 387 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Myriactis humilis Merr.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 387 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010199-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gkvm6q
title: Occurrence Download

description: A dataset containing 5072 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ficus elastica Roxb.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5072 records from 147 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074307-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hj3k7g
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aethionema saxatile var. scopulorum Ronniger"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048408-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zb5ngb
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Saussurea kiraisiensis Masam.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010203-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k485rt
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erysimum cantabricum Alv.Mart., Fern.Casado & Nava"
 ]
}

 The dataset includes 24 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048409-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6r7xdj
title: Occurrence Download

description: A dataset containing 14578 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gobioclinus filamentosus (Springer, 1960)"
 ]
}

 The dataset includes 14578 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074240-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7278b4
title: Occurrence Download

description: A dataset containing 57 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Senecio morrisonensis Hayata",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 57 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010204-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q3ufu9
title: Occurrence Download

description: A dataset containing 45547 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Clerodendrum L."
 ]
}

 The dataset includes 45547 records from 448 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041592-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yterzs
title: Occurrence Download

description: A dataset containing 93402 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Alces alces (Linnaeus, 1758)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 93402 records from 111 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072288-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.emartd
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Picris hieracioides subsp. ohwiana L.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010201-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.