cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.mj75wt
title: Occurrence Download

description: A dataset containing 1348 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cleistogenes hackelii (Honda) Honda"
 ]
}

 The dataset includes 1348 records from 87 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0139385-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yeqqep
title: Occurrence Download

description: A dataset containing 49552 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Australia",
 "HasCoordinate is true",
 "Year is 1950"
 ]
}

 The dataset includes 49552 records from 145 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007498-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17180672
title: ShapeGWAS Putamen Phase6 Data

description: GWAS summary statistics, SNP info, and numpy arrays for Putamen phase6.
DOI: 10.5281/zenodo.17180990
title: ShapeGWAS Putamen Phase6 Data

description: GWAS summary statistics, SNP info, and numpy arrays for Putamen phase6.
DOI: 10.5281/zenodo.17180951
title: Data Average Evaporation Times
DOI: 10.5281/zenodo.17180952
title: Data Average Evaporation Times
DOI: 10.6084/m9.figshare.30184398.v1
title: Additional file 1 of Indicator bacteria taxa reveal breeding site origins of Aedes aegypti mosquitoes

description: Supplementary Material 1
DOI: 10.6084/m9.figshare.30184398
title: Additional file 1 of Indicator bacteria taxa reveal breeding site origins of Aedes aegypti mosquitoes

description: Supplementary Material 1
DOI: 10.6084/m9.figshare.30184404.v1
title: Additional file 2 of Regulation of heterosis-associated gene expression complementation in maize hybrids

description: Additional file 2: Table S1 Sample filtering: Details of retained and excluded samples. Table S2 MPH and BPH: Phenotypic mid-parent and better-parent heterosis values of each hybrid. Table S3 SPE pattern ref: SPE pattern of all genes in both reference hybrids B73xMo17 and Mo17xB73 and their eQTL. Table S5 eQTL details: Details on all identified eQTL. Table S7 TWAS genes: All genes and details identified in the TWAS analysis. Table S8 TSG: TWAS candidate genes with substantial numbers of SPE pattern across hybrids of (TSG) and corresponding details. Table S9 SNPs B73 vs. Mo17: List and details of identified loci (SNPs) with different alleles in B73 and Mo17 samples. Table S10 IBM-RIL regions: Specifications of start and end position of each identified Mo17, B73, or IBM-RIL specific region in each IBM-RIL.
DOI: 10.6084/m9.figshare.30184404
title: Additional file 2 of Regulation of heterosis-associated gene expression complementation in maize hybrids

description: Additional file 2: Table S1 Sample filtering: Details of retained and excluded samples. Table S2 MPH and BPH: Phenotypic mid-parent and better-parent heterosis values of each hybrid. Table S3 SPE pattern ref: SPE pattern of all genes in both reference hybrids B73xMo17 and Mo17xB73 and their eQTL. Table S5 eQTL details: Details on all identified eQTL. Table S7 TWAS genes: All genes and details identified in the TWAS analysis. Table S8 TSG: TWAS candidate genes with substantial numbers of SPE pattern across hybrids of (TSG) and corresponding details. Table S9 SNPs B73 vs. Mo17: List and details of identified loci (SNPs) with different alleles in B73 and Mo17 samples. Table S10 IBM-RIL regions: Specifications of start and end position of each identified Mo17, B73, or IBM-RIL specific region in each IBM-RIL.
DOI: 10.6084/m9.figshare.30184422
title: Additional file 2 of Overexpression of cotton genes GhHAT5 and GhCRK29 promotes embryonic development in Arabidopsis thaliana

description: Supplementary material 2
DOI: 10.6084/m9.figshare.30184422.v1
title: Additional file 2 of Overexpression of cotton genes GhHAT5 and GhCRK29 promotes embryonic development in Arabidopsis thaliana

description: Supplementary material 2
DOI: 10.6084/m9.figshare.30184424
title: Additional file 3 of Differential cold stress intensities drive unique morphological and transcriptomic changes in Zea mays root hairs

description: Supplementary Material 3.
DOI: 10.6084/m9.figshare.30184424.v1
title: Additional file 3 of Differential cold stress intensities drive unique morphological and transcriptomic changes in Zea mays root hairs

description: Supplementary Material 3.
DOI: 10.6084/m9.figshare.30184430
title: Additional file 5 of Differential cold stress intensities drive unique morphological and transcriptomic changes in Zea mays root hairs

description: Supplementary Material 5.
DOI: 10.6084/m9.figshare.30184430.v1
title: Additional file 5 of Differential cold stress intensities drive unique morphological and transcriptomic changes in Zea mays root hairs

description: Supplementary Material 5.
DOI: 10.6084/m9.figshare.30184433
title: Additional file 6 of Differential cold stress intensities drive unique morphological and transcriptomic changes in Zea mays root hairs

description: Supplementary Material 6.
DOI: 10.6084/m9.figshare.30184433.v1
title: Additional file 6 of Differential cold stress intensities drive unique morphological and transcriptomic changes in Zea mays root hairs

description: Supplementary Material 6.
DOI: 10.6084/m9.figshare.30184436
title: Additional file 7 of Differential cold stress intensities drive unique morphological and transcriptomic changes in Zea mays root hairs

description: Supplementary Material 7.
DOI: 10.6084/m9.figshare.30184436.v1
title: Additional file 7 of Differential cold stress intensities drive unique morphological and transcriptomic changes in Zea mays root hairs

description: Supplementary Material 7.
DOI: 10.6084/m9.figshare.29539323
title: Additional file 6 of Clonorchis sinensis infection remodels chromatin accessibility in hepatocellular carcinoma

description: Additional file 6 (XLSX 22842 KB)
DOI: 10.6084/m9.figshare.29539323.v1
title: Additional file 6 of Clonorchis sinensis infection remodels chromatin accessibility in hepatocellular carcinoma

description: Additional file 6 (XLSX 22842 KB)
DOI: 10.6084/m9.figshare.30184446
title: Additional file 2 of MHCquant2 refines immunopeptidomics tumor antigen discovery

description: Additional file 2: SDRF annotations of the benignMHCquant2 dataset; MHCquant2 settings used for the analyzed datasets; USI of spectra matched to additional neoepitopes found by MHCquant2.
DOI: 10.6084/m9.figshare.30184446.v1
title: Additional file 2 of MHCquant2 refines immunopeptidomics tumor antigen discovery

description: Additional file 2: SDRF annotations of the benignMHCquant2 dataset; MHCquant2 settings used for the analyzed datasets; USI of spectra matched to additional neoepitopes found by MHCquant2.
DOI: 10.6084/m9.figshare.30184461
title: Additional file 2 of KEGNI: knowledge graph enhanced framework for gene regulatory network inference

description: Additional file 2: Supplementary Tables S1–S16
DOI: 10.6084/m9.figshare.30184461.v1
title: Additional file 2 of KEGNI: knowledge graph enhanced framework for gene regulatory network inference

description: Additional file 2: Supplementary Tables S1–S16
DOI: 10.6084/m9.figshare.30184467
title: Additional file 2 of Selective autophagy limits ‘Candidatus Liberibacter asiaticus’ infection by ATG8 mediated targeting of a virulence effector

description: Additional file 2: Table S1. Primer information of this study.
DOI: 10.6084/m9.figshare.30184467.v1
title: Additional file 2 of Selective autophagy limits ‘Candidatus Liberibacter asiaticus’ infection by ATG8 mediated targeting of a virulence effector

description: Additional file 2: Table S1. Primer information of this study.
DOI: 10.6084/m9.figshare.30184473
title: Additional file 2 of microbetag: simplifying microbial network interpretation through annotation, enrichment tests, and metabolic complementarity analysis

description: Additional file 2: Table S1. Genome-based phenotypic traits predicted in the framework of microbetag. Table S2. Seed complementarity predictions from microbetagfor Variovorax and its neighboring taxa, as described in Hessler et al.based on the on-the-fly microbetagversion. Table S3. Seed complementarity predictions from microbetag forVariovorax and its neighboring taxa, as described in Hessler et al.based on the local microbetag version. Table S4. Thiamine-related potential seed complementarities among Variovorax neighboring taxa. Table S5. Variovorax genomes present on microbetagDB and their corresponding complete/incomplete presence of the pantothenate-related KEGG modules. Table S6. Enrichment/depletion findings on the subgingival plaque data.
DOI: 10.6084/m9.figshare.30184473.v1
title: Additional file 2 of microbetag: simplifying microbial network interpretation through annotation, enrichment tests, and metabolic complementarity analysis

description: Additional file 2: Table S1. Genome-based phenotypic traits predicted in the framework of microbetag. Table S2. Seed complementarity predictions from microbetagfor Variovorax and its neighboring taxa, as described in Hessler et al.based on the on-the-fly microbetagversion. Table S3. Seed complementarity predictions from microbetag forVariovorax and its neighboring taxa, as described in Hessler et al.based on the local microbetag version. Table S4. Thiamine-related potential seed complementarities among Variovorax neighboring taxa. Table S5. Variovorax genomes present on microbetagDB and their corresponding complete/incomplete presence of the pantothenate-related KEGG modules. Table S6. Enrichment/depletion findings on the subgingival plaque data.
DOI: 10.6084/m9.figshare.30184482
title: Additional file 1 of Plasma-treated water applied as a foliar spray promotes root growth in barley

description: Supplementary Table S1
DOI: 10.6084/m9.figshare.30184482.v1
title: Additional file 1 of Plasma-treated water applied as a foliar spray promotes root growth in barley

description: Supplementary Table S1
DOI: 10.6084/m9.figshare.30184485
title: Additional file 2 of Plasma-treated water applied as a foliar spray promotes root growth in barley

description: Supplementary Table S2
DOI: 10.6084/m9.figshare.30184485.v1
title: Additional file 2 of Plasma-treated water applied as a foliar spray promotes root growth in barley

description: Supplementary Table S2
DOI: 10.6084/m9.figshare.30184472
title: Additional file 1 of CoExpPhylo – a novel pipeline for biosynthesis gene discovery

description: Additional file 1
DOI: 10.6084/m9.figshare.30184472.v1
title: Additional file 1 of CoExpPhylo – a novel pipeline for biosynthesis gene discovery

description: Additional file 1
DOI: 10.6084/m9.figshare.30184478
title: Additional file 3 of CoExpPhylo – a novel pipeline for biosynthesis gene discovery

description: Additional file 3
DOI: 10.6084/m9.figshare.30184478.v1
title: Additional file 3 of CoExpPhylo – a novel pipeline for biosynthesis gene discovery

description: Additional file 3
DOI: 10.6084/m9.figshare.30184481
title: Additional file 4 of CoExpPhylo – a novel pipeline for biosynthesis gene discovery

description: Additional file 4
DOI: 10.6084/m9.figshare.30184481.v1
title: Additional file 4 of CoExpPhylo – a novel pipeline for biosynthesis gene discovery

description: Additional file 4
DOI: 10.6084/m9.figshare.30184484
title: Additional file 5 of CoExpPhylo – a novel pipeline for biosynthesis gene discovery

description: Additional file 5
DOI: 10.6084/m9.figshare.30184484.v1
title: Additional file 5 of CoExpPhylo – a novel pipeline for biosynthesis gene discovery

description: Additional file 5
DOI: 10.6084/m9.figshare.30184487
title: Additional file 6 of CoExpPhylo – a novel pipeline for biosynthesis gene discovery

description: Additional file 6
DOI: 10.6084/m9.figshare.30184487.v1
title: Additional file 6 of CoExpPhylo – a novel pipeline for biosynthesis gene discovery

description: Additional file 6
DOI: 10.6084/m9.figshare.30184490
title: Additional file 7 of CoExpPhylo – a novel pipeline for biosynthesis gene discovery

description: Additional file 7
DOI: 10.6084/m9.figshare.30184490.v1
title: Additional file 7 of CoExpPhylo – a novel pipeline for biosynthesis gene discovery

description: Additional file 7
DOI: 10.6084/m9.figshare.30184506
title: Additional file 4 of ScIsoX: a multidimensional framework for measuring isoform-level transcriptomic complexity in single cells

description: Additional file 4. QC_Report_Blood_Data.html.
DOI: 10.6084/m9.figshare.30184506.v1
title: Additional file 4 of ScIsoX: a multidimensional framework for measuring isoform-level transcriptomic complexity in single cells

description: Additional file 4. QC_Report_Blood_Data.html.
DOI: 10.6084/m9.figshare.30184509
title: Additional file 5 of ScIsoX: a multidimensional framework for measuring isoform-level transcriptomic complexity in single cells

description: Additional file 5. QC_Report_Brain_Data.html.
DOI: 10.6084/m9.figshare.30184509.v1
title: Additional file 5 of ScIsoX: a multidimensional framework for measuring isoform-level transcriptomic complexity in single cells

description: Additional file 5. QC_Report_Brain_Data.html.
DOI: 10.6084/m9.figshare.30184512
title: Additional file 6 of ScIsoX: a multidimensional framework for measuring isoform-level transcriptomic complexity in single cells

description: Additional file 6. QC_Report_PBMC_Data.html.
DOI: 10.6084/m9.figshare.30184512.v1
title: Additional file 6 of ScIsoX: a multidimensional framework for measuring isoform-level transcriptomic complexity in single cells

description: Additional file 6. QC_Report_PBMC_Data.html.
DOI: 10.6084/m9.figshare.30184511
title: Additional file 1 of The use of epinephrine in out-of-hospital cardiac arres

description: Supplementary Material 1
DOI: 10.6084/m9.figshare.30184514
title: Additional file 2 of The use of epinephrine in out-of-hospital cardiac arres

description: Supplementary Material 2
DOI: 10.7807/ghhp:experiment:v1
title: Wärme- und Wohnen-Panel - Welle 1
title: The German Heating and Housing Panel (GHHP) - Wave 1
title: Socioeconomic Characteristics and Experiments

description: Die Ergebnisse des Wärme- und Wohnen-Panels 2021 legen den Grundstein für den Aufbau einer neuartigen Datengrundlage zur Heiz- und Energieinfrastruktur in Deutschland. Die erste Erhebungswelle für das Jahr 2021 besteht aus einer Stichprobe von 15.416 Haushalten. 65 Prozent der Befragten sind Eigentumspersonen, 25 Prozent davon außerdem Vermietende von Wohnraum. 35 Prozent der Befragten sind Mietende. Neben detaillierten Informationen zum Gebäudebestand, bestehenden Heizsystemen und Heizkosten sowie sozioökonomischen Charakteristika der Haushalte untersucht die Erhebung auch bereits durchgeführte oder geplante Modernisierungsmaßnahmen. Befragt wurden die Haushalte, u.a. experimentell, zudem zu ihrer Einschätzung und Haltung zu bereits eingeführten oder geplanten Politikinstrumenten sowie zur CO2-Bepreisung. Dieser Datensatz enthält alle Variablen außer den Gebäudecharakteristika.
description: The results of the Heating and Housing Panel 2021 lay the foundation for the establishment of a new type of data basis on the heating and energy infrastructure in Germany. The first survey wave for 2021 consists of a sample of 15,416 households. 65 percent of respondents are owner-occupiers, 25 percent of whom are also renters of residential property. 35 percent of respondents are renters. In addition to detailed information on the building stock, existing heating systems and heating costs as well as socioeconomic characteristics of the households, the survey also examines modernization measures that have already been carried out or are planned. Households were also asked, among other things experimentally, about their assessment of and attitude toward policy instruments already introduced or planned, as well as CO2 pricing. This data set contains all variables except for the building characteristics.
description: German Heating and Housing Panel
description: German Heating and Housing Panel
description: Web-based interview
description: private Haushalte in Deutschland
description: private households in Germany
description: forsa.omninet: teilweise Teilnehmer aus GRECS [https://www.rwi-essen.de/forschung-beratung/weitere/forschungsdatenzentrum-ruhr/datenangebot/mikrodaten/rwi-grecs-german-residential-energy-consumption-survey]
DOI: 10.7910/dvn/ypnsfa
title: The Crystal Davis Effect: Gossip, Jealousy, and the Spirit of False Innocence

description: “The Crystal Davis Effect: Gossip, Jealousy, and the Spirit of False Innocence” maps how everyday habits—rumor, rivalry, projection, and alcohol-fueled volatility—coalesce into a church culture that looks pious while quietly harming people. Instead of arguing about personalities, the article names a repeatable pattern: narrative control through gossip, jealousy disguised as moral superiority, intoxication that magnifies aggression and neglect, and hypocrisy that rebrands personal sin as someone else’s scandal. Blending biblical storylines (Saul vs. David, Joseph’s torn coat, Jezebel’s silencing of prophets) with a light clinical lens, the piece clarifies where pastoral discernment, professional care, and moral accountability each belong. It explains, in plain terms, how traits often discussed loosely in church spaces—antisocial manipulation, borderline relational whiplash, bipolar overdrive and crash, schizophrenia-spectrum confusion, and alcohol effects—intersect with spiritual dynamics without excusing sin or replacing repentance. Readers come away with concrete safeguards that communities can implement immediately: truth-telling as a discipline, boundary-honoring relationships, sober supports, independent reporting paths, due process, and governance that values fruit over fame. The aim is not to scandalize but to heal—helping churches recognize counterfeit “innocence,” protect the vulnerable, and rebuild cultures where love, humility, and freedom are the measurable outcomes. (2025-09-18)
DOI: 10.15468/dl.uasvjk
title: Occurrence Download

description: A dataset containing 1066 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bidens connata",
 "Country is France",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1066 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007502-250920141307145/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.29506013
title: Data and Code for Visualizing Compositional Analysis to Identify Reference Compositions, Thermoelectric Properties of Reference Materials, and Property Distributions in BiTe-Based Systems

description: This dataset contains Python scripts and associated input data for generating figures used in the manuscript titled <i>"Reference compositions for bismuth telluride thermoelectric materials for low-temperature power generation."</i> It includes visualizations related to compositional analysis, the thermoelectric properties of reference compositions, and the distributions of TEP properties in BiTe-based systems. Literature data used in Sections 1 and 3 is sourced from starrydata2.org.<b>Compositional Analysis of p-type and n-type BiTe Systems</b>:<br>The scripts p_type_BiSbTe_composition_analysis.py and n_type_BiTeSe_composition_analysis.py use 2021-12-14_atom_composition.csv, 2021-12-16_p_type_BiTe_sampleid.csv, 2021-12-16_n_type_BiTe_sampleid.csv, and 20211124_rawdata_03_1_dev_fast_run_eff_check_20211209_205849.csv as inputs. These scripts generate bar charts of dopant frequency, violin plots of dopant atomic fraction, KDE plots of Te vs Se and Bi vs Sb, and histograms of host atom ratios and Sb atom counts. The input composition data was extracted from the literature using Starrydata2.org.<b>Thermoelectric Properties of Reference Compositions</b>:<br>The scripts TE properties_p-type_Bi0.46Sb1.54Te3.py and TE properties_n-type_Bi2Te2.7Se0.3.py visualize direction-resolved TE properties of Bi₀.₄₆Sb₁.₅₄Te₃ and Bi₂Te₂.₇Se₀.₃ using the input files TE properties_Bi0.46Sb1.54Te3_HP_A-axis.csv, TE properties_Bi0.46Sb1.54Te3_HP_C-axis.csv, TE properties_Bi0.46Sb1.54Te3_SPS_A-axis.csv, TE properties_Bi0.46Sb1.54Te3_SPS_C-axis.csv, TE properties_Bi2Te2.7Se0.3_HP_A-axis.csv, TE properties_Bi2Te2.7Se0.3_HP_C-axis.csv, TE properties_Bi2Te2.7Se0.3_SPS_A-axis.csv, and TE properties_Bi2Te2.7Se0.3_SPS_C-axis.csv. These scripts produce plots of σ, S, PF, κ, κₚₕ, and zT along A- and C-axis directions.<b>TEP Property Distribution in BiTe Systems</b>:<br>The scripts p-type_Bi0.46Sb1.54Te3_TEP distribution.py and n-type_Bi2Te2.7Se0.3_TEP distribution.py utilize literature data from Starrydata2.org (20211124_rawdata_alpha.csv, 20211124_rawdata_sigma.csv, 20211124_rawdata_kappa.csv, and 20211124_rawdata_zT.csv), along with sample ID filters and experimental overlay files such as TE properties_Bi0.46Sb1.54Te3_SPS_A-axis.csv or TE properties_Bi2Te2.7Se0.3_SPS_A-axis.csv. These scripts generate KDE plots that show the distributions of S, σ, κ, and zT, with reference composition data overlaid for comparison. All output figures are saved in .tif format
DOI: 10.6084/m9.figshare.29506013.v1
title: Data and Code for Visualizing Compositional Analysis to Identify Reference Compositions, Thermoelectric Properties of Reference Materials, and Property Distributions in BiTe-Based Systems

description: This dataset contains Python scripts and associated input data for generating figures used in the manuscript titled <i>"Reference compositions for bismuth telluride thermoelectric materials for low-temperature power generation."</i> It includes visualizations related to compositional analysis, the thermoelectric properties of reference compositions, and the distributions of TEP properties in BiTe-based systems. Literature data used in Sections 1 and 3 is sourced from starrydata2.org.<b>Compositional Analysis of p-type and n-type BiTe Systems</b>:<br>The scripts p_type_BiSbTe_composition_analysis.py and n_type_BiTeSe_composition_analysis.py use 2021-12-14_atom_composition.csv, 2021-12-16_p_type_BiTe_sampleid.csv, 2021-12-16_n_type_BiTe_sampleid.csv, and 20211124_rawdata_03_1_dev_fast_run_eff_check_20211209_205849.csv as inputs. These scripts generate bar charts of dopant frequency, violin plots of dopant atomic fraction, KDE plots of Te vs Se and Bi vs Sb, and histograms of host atom ratios and Sb atom counts. The input composition data was extracted from the literature using Starrydata2.org.<b>Thermoelectric Properties of Reference Compositions</b>:<br>The scripts TE properties_p-type_Bi0.46Sb1.54Te3.py and TE properties_n-type_Bi2Te2.7Se0.3.py visualize direction-resolved TE properties of Bi₀.₄₆Sb₁.₅₄Te₃ and Bi₂Te₂.₇Se₀.₃ using the input files TE properties_Bi0.46Sb1.54Te3_HP_A-axis.csv, TE properties_Bi0.46Sb1.54Te3_HP_C-axis.csv, TE properties_Bi0.46Sb1.54Te3_SPS_A-axis.csv, TE properties_Bi0.46Sb1.54Te3_SPS_C-axis.csv, TE properties_Bi2Te2.7Se0.3_HP_A-axis.csv, TE properties_Bi2Te2.7Se0.3_HP_C-axis.csv, TE properties_Bi2Te2.7Se0.3_SPS_A-axis.csv, and TE properties_Bi2Te2.7Se0.3_SPS_C-axis.csv. These scripts produce plots of σ, S, PF, κ, κₚₕ, and zT along A- and C-axis directions.<b>TEP Property Distribution in BiTe Systems</b>:<br>The scripts p-type_Bi0.46Sb1.54Te3_TEP distribution.py and n-type_Bi2Te2.7Se0.3_TEP distribution.py utilize literature data from Starrydata2.org (20211124_rawdata_alpha.csv, 20211124_rawdata_sigma.csv, 20211124_rawdata_kappa.csv, and 20211124_rawdata_zT.csv), along with sample ID filters and experimental overlay files such as TE properties_Bi0.46Sb1.54Te3_SPS_A-axis.csv or TE properties_Bi2Te2.7Se0.3_SPS_A-axis.csv. These scripts generate KDE plots that show the distributions of S, σ, κ, and zT, with reference composition data overlaid for comparison. All output figures are saved in .tif format