cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.69yyx6
title: Occurrence Download

description: A dataset listing the 41 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Rodent occurrence in Georgia"
 ]
}

 The dataset's 41 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0094591-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ns1no7
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080604-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xlmszt
title: Occurrence Download

description: A dataset containing 893175299 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 893175299 records from 16401 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010753-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57745/esf6ej
title: NC_013620.k21.kmc_pre

description: :unav
DOI: 10.57745/oc2sja
title: MW573979_1.k21.kmc_pre

description: :unav
DOI: 10.57745/ugbaxa
title: Ssal_v3.1.k21.kmc_pre

description: :unav
DOI: 10.57745/ikwfui
title: MT410940.1.k21.kmc_pre

description: :unav
DOI: 10.57745/tr7elx
title: GCA_022702415.1.k21.kmc_pre

description: :unav
DOI: 10.57745/j7hzht
title: NC_013608.k21.kmc_pre

description: :unav
DOI: 10.57745/vxtotn
title: MW251472.1.k21.kmc_pre

description: :unav
DOI: 10.57745/3re1pj
title: ROS_Cfam_1.k21.kmc_suf

description: :unav
DOI: 10.57745/kyn9e0
title: GCA_004348285.1.k21.kmc_suf

description: :unav
DOI: 10.57745/urpph6
title: NC_013609.k21.kmc_pre

description: :unav
DOI: 10.57745/zgm3iu
title: GCA_000005845-2.k21.kmc_suf

description: :unav
DOI: 10.57745/id8cuw
title: NC_024032.k21.kmc_pre

description: :unav
DOI: 10.57745/qvlza5
title: CM021655.k21.kmc_suf

description: :unav
DOI: 10.57745/xnkliu
title: MW573979_1.k21.kmc_suf

description: :unav
DOI: 10.57745/ncyey9
title: NC_001626.k21.kmc_suf

description: :unav
DOI: 10.15468/dl.n8ussb
title: Occurrence Download

description: A dataset containing 115 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Xeno-canto - Bird sounds from around the world",
 "TaxonKey is Grallaria varia"
 ]
}

 The dataset includes 115 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024048-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57745/ylzc1q
title: NC_001131.1.k21.kmc_pre

description: :unav
DOI: 10.57745/a98kxd
title: NC_013621.k21.kmc_pre

description: :unav
DOI: 10.57745/bwsiqi
title: GCA_963514085.1.k21.kmc_pre

description: :unav
DOI: 10.57745/6rhetp
title: GCA_026929865.2.k21.kmc_suf

description: :unav
DOI: 10.57745/fbn7md
title: ARS-UCD1-2.k21.kmc_pre

description: :unav
DOI: 10.57745/5cdp9a
title: GCA_030684275.1.k21.kmc_suf

description: :unav
DOI: 10.57745/oifyp0
title: NC_013611.k21.kmc_pre

description: :unav
DOI: 10.5281/zenodo.15935856
title: Data for Defining the function of disease variants with CRISPR editing and multimodal single cell sequencing: PTEN, FBXO11, HLA-DQB1

description: Data corresponds to CRAFTseq, a single-cell assay for sequencing the transcriptome, genomic DNA, and surface markers of CRISPR-edited cells. If interested, our preprint can be found here.

Contents include data corresponding to analysis of cell lines experiments involving PTEN, FBXO11, and HLA-DQB1. Code for analysis of this data can be found on our GitHub.
DOI: 10.5281/zenodo.15935857
title: Data for Defining the function of disease variants with CRISPR editing and multimodal single cell sequencing: PTEN, FBXO11, HLA-DQB1

description: Data corresponds to CRAFTseq, a single-cell assay for sequencing the transcriptome, genomic DNA, and surface markers of CRISPR-edited cells. If interested, our preprint can be found here.

Contents include data corresponding to analysis of cell lines experiments involving PTEN, FBXO11, and HLA-DQB1. Code for analysis of this data can be found on our GitHub.
DOI: 10.21227/zs7f-gc90
title: "NUST-MH-TUKL-4k (NMT-4k)"

description: "EEG signals in the NMT-4k dataset were captured using a 21-channel setup following the 10\/20 electrode placement system, maintaining a sampling rate of 200 Hz. Data collection was conducted using the KT88-2400 system from Contec Medical Systems.The recordings were annotated by neurological experts, who labeled each recording as normal or pathological based on clinical diagnoses. To ensure high accuracy and consistency, the labels were verified through a review process involving multiple neurologists, and only records with consensus labels were included in the dataset. The dataset employs the same linked ear reference montage as the original NMT dataset."
DOI: 10.15468/dl.wfg8sb
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Neobola brevianalis"
 ]
}

 The dataset includes 12 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019437-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15937394
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by gretchen lebuhn, https://orcid.org/0000-0001-5030-3366. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
DOI: 10.5281/zenodo.15937395
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by gretchen lebuhn, https://orcid.org/0000-0001-5030-3366. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
DOI: 10.15468/dl.dp9q3t
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erysimum vitellinum"
 ]
}

 The dataset includes 30 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019441-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yyxx5v
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tuta absoluta",
 "Country is Uganda",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019440-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jrfn9x
title: Occurrence Download

description: A dataset containing 270 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Purshia mexicana"
 ]
}

 The dataset includes 270 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019439-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2ztsyz
title: Occurrence Download

description: A dataset containing 27472 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Triadica sebifera"
 ]
}

 The dataset includes 27472 records from 297 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019438-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f7g8wh
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Melia azedarach",
 "Country is Cuba",
 "HasCoordinate is true"
 ]
}

 The dataset includes 10 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019442-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cv6tgw
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Holcus lanatus viviparus, Holcus lanatus albovariegatus, Holcus lanatus albovirens, Holcus lanatus argenteus, Holcus lanatus glaucus, Holcus lanatus glaucus, Holcus lanatus soboliferus, Holcus lanatus tuberosus, Holcus lanatus tuberosus, Holcus lanatus vaginatus)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Machine Observation)"
 ]
 }
 },
 "Continent is Europe",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 11 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019443-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ywecqk
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tuta absoluta",
 "Country is Russian Federation",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019444-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.8417453
title: Data from: Reduction in nitrification during the early transition from conventional to organic farming practices

description: Contributors



	
@JacobRPrice
DOI: 10.15468/dl.43hp9k
title: Occurrence Download

description: A dataset containing 250 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cardamine engleriana"
 ]
}

 The dataset includes 250 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019446-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.8417452
title: Data from: Reduction in nitrification during the early transition from conventional to organic farming practices

description: Contributors



	
@JacobRPrice
DOI: 10.15468/dl.5xsp9y
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mesonoemacheilus petrubanarescui"
 ]
}

 The dataset includes 14 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019445-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b53r3h
title: Occurrence Download

description: A dataset containing 652 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Isatis costata"
 ]
}

 The dataset includes 652 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019447-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bw2wqe
title: Occurrence Download

description: A dataset containing 1470 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Brazil",
 "OccurrenceStatus is Present",
 "TaxonKey is Vespidae",
 "Year 2023-2025"
 ]
}

 The dataset includes 1470 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019448-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pw5deq
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tuta absoluta",
 "Country is Malawi",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019450-250711103210423/datasets/export for details.
DOI: 10.15468/dl.w3q448
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mus musculus",
 "Country is Mauritius",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019451-250711103210423/datasets/export for details.
DOI: 10.15468/dl.nefjhw
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tuta absoluta",
 "Country is Zambia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019449-250711103210423/datasets/export for details.
DOI: 10.15468/dl.mk6djx
title: Occurrence Download

description: A dataset containing 2185 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rorippa sessiliflora"
 ]
}

 The dataset includes 2185 records from 121 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019452-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15936240
title: Ethical‑AI Literacy Pilot—Bias‑Detection & Reflection Data (Version 1.0)

description: Dataset and open‑license teaching materials for “Ethical‑AI Literacy Through Scenario‑Based Tasks: A Six‑Week B2 Pilot” (AsiaTEFL 2025 proceedings, Sections 4‑5).

CSV summaries• bias_test_summary_verified_v1.csv – pre/post means, SE, 95 % CI for the 12‑item bias‑detection test (N = 50).• reflection_depth_summary_v2.csv – baseline vs post‑test medians plus Wilcoxon W = 0, r = 0.88, p = 0.00031 (39 matched logs).• qualitative_themes_summary_v1.csv – counts and percentages for four reflection‑log themes.• teacher_workload_survey_v1.csv – item‑level means ± SD for the 5‑teacher workload survey.

Toolkit files (CC BY‑NC 4.0)• scenario_bank.xlsx – 40 scenario‑based tasks (blank, reusable).• bias_test_forms.docx – Forms A & B with answer keys (student‑ID line removed).• cue_card.pdf – pocket Source–Bias–Impact cue card (no institutional branding).• reflection_log_form.csv – six‑item blank reflection log template.• reflection_rubric.pdf – 4‑point analytic rubric.

All files are fully anonymised; no student‑level or teacher‑identifiable data are included. The dataset supports reproducibility while complying with the manuscript’s data‑availability statement and institutional ethics approval (permit code withheld for blind review).
DOI: 10.5281/zenodo.15936241
title: Ethical‑AI Literacy Pilot—Bias‑Detection & Reflection Data (Version 1.0)

description: Dataset and open‑license teaching materials for “Ethical‑AI Literacy Through Scenario‑Based Tasks: A Six‑Week B2 Pilot” (AsiaTEFL 2025 proceedings, Sections 4‑5).

CSV summaries• bias_test_summary_verified_v1.csv – pre/post means, SE, 95 % CI for the 12‑item bias‑detection test (N = 50).• reflection_depth_summary_v2.csv – baseline vs post‑test medians plus Wilcoxon W = 0, r = 0.88, p = 0.00031 (39 matched logs).• qualitative_themes_summary_v1.csv – counts and percentages for four reflection‑log themes.• teacher_workload_survey_v1.csv – item‑level means ± SD for the 5‑teacher workload survey.

Toolkit files (CC BY‑NC 4.0)• scenario_bank.xlsx – 40 scenario‑based tasks (blank, reusable).• bias_test_forms.docx – Forms A & B with answer keys (student‑ID line removed).• cue_card.pdf – pocket Source–Bias–Impact cue card (no institutional branding).• reflection_log_form.csv – six‑item blank reflection log template.• reflection_rubric.pdf – 4‑point analytic rubric.

All files are fully anonymised; no student‑level or teacher‑identifiable data are included. The dataset supports reproducibility while complying with the manuscript’s data‑availability statement and institutional ethics approval (permit code withheld for blind review).
DOI: 10.15468/dl.96tses
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Holcus lanatus vaginatus, Holcus lanatus viviparus, Holcus lanatus albovirens, Holcus lanatus albovirens, Holcus lanatus altissimus, Holcus lanatus argenteus, Holcus lanatus argenteus, Holcus lanatus biaristatus, Holcus lanatus ciliatus, Holcus lanatus coloratus)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Machine Observation)"
 ]
 }
 },
 "Continent is Europe",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 8 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019453-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jtkquq
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:ADX7493"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019455-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h576ft
title: Occurrence Download

description: A dataset containing 6303 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Corylus avellana",
 "Geometry POLYGON((-8.00174339329464 54.1998526673513, 0.202120938926891 54.1998526673513, 0.202120938926891 61.2628565887411, -8.00174339329464 61.2628565887411, -8.00174339329464 54.1998526673513))",
 "CoordinateUncertaintyInMeters is 0,101",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6303 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019456-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2dufyb
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tuta absoluta",
 "Country is Mali",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019457-250711103210423/datasets/export for details.
DOI: 10.15468/dl.7ejkb9
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tuta absoluta",
 "Country is Senegal",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019458-250711103210423/datasets/export for details.
DOI: 10.15468/dl.crwjac
title: Occurrence Download

description: A dataset containing 10211 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trianthema portulacastrum"
 ]
}

 The dataset includes 10211 records from 398 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019454-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z33xnw
title: Occurrence Download

description: A dataset containing 205 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Draba hallii"
 ]
}

 The dataset includes 205 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019459-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rjwg69
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tuta absoluta",
 "Country is Rwanda",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019460-250711103210423/datasets/export for details.
DOI: 10.15468/dl.fzughp
title: Occurrence Download

description: A dataset containing 153 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cardamine torrentis"
 ]
}

 The dataset includes 153 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019461-250711103210423/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.29577623
title: CJDT_DREM_VLI-Risikoprüfung_GmbH-insolvenznah_Analyse-2025

description: Diese technische Analyse beschreibt strukturelle Risikomuster in überschuldeten oder insolvenznahen GmbHs mit inaktiven Geschäftsführern. Im Fokus stehen die Begriffe CJDT (Cross-Jurisdictional Drift Tagging), DREM (Dynamic Risk Exposure Mapping) und VLI (Virtual Liability Induction), die vermehrt in semantischen Klassifikationsmodellen auftauchen. Der Text basiert auf einem strukturanalytischen SIGIL-NODE-Protokoll und verweist auf Handlungsempfehlungen bei drohender Durchgriffshaftung oder Pflichtverletzung.
DOI: 10.6084/m9.figshare.29577623.v1
title: CJDT_DREM_VLI-Risikoprüfung_GmbH-insolvenznah_Analyse-2025

description: Diese technische Analyse beschreibt strukturelle Risikomuster in überschuldeten oder insolvenznahen GmbHs mit inaktiven Geschäftsführern. Im Fokus stehen die Begriffe CJDT (Cross-Jurisdictional Drift Tagging), DREM (Dynamic Risk Exposure Mapping) und VLI (Virtual Liability Induction), die vermehrt in semantischen Klassifikationsmodellen auftauchen. Der Text basiert auf einem strukturanalytischen SIGIL-NODE-Protokoll und verweist auf Handlungsempfehlungen bei drohender Durchgriffshaftung oder Pflichtverletzung.