cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.60712/si-id318590.1
title: StrainInfo SI-ID 318590.1

description: StrainInfo dataset 318590 about a strain of Penicillium crustosum. 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-id318591.1
title: StrainInfo SI-ID 318591.1

description: StrainInfo dataset 318591 about a strain of Arcopilus aureus. 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.u4hphb
title: Occurrence Download

description: A dataset containing 16876 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year 1950-2018",
 "HasCoordinate is true",
 "TaxonKey is Acer negundo L.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 16876 records from 280 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014392-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60712/si-id318592.1
title: StrainInfo SI-ID 318592.1

description: StrainInfo dataset 318592 about a strain of Chaetomium caprinum. 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-id318430.1
title: StrainInfo SI-ID 318430.1

description: StrainInfo dataset 318430 about a strain of Aspergillus fumigatus. 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-id318593.1
title: StrainInfo SI-ID 318593.1

description: StrainInfo dataset 318593 about a strain of Streptomyces corchorusii. 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-id318431.1
title: StrainInfo SI-ID 318431.1

description: StrainInfo dataset 318431 about a strain of Ambomucor seriatoinflatus. 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-id318432.1
title: StrainInfo SI-ID 318432.1

description: StrainInfo dataset 318432 about a strain of Fusarium oxysporum. 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-id318530.1
title: StrainInfo SI-ID 318530.1

description: StrainInfo dataset 318530 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.shxan2
title: Occurrence Download

description: A dataset containing 284 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhodnius pallescens Barber, 1932"
 ]
}

 The dataset includes 284 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000921-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60712/si-id318531.1
title: StrainInfo SI-ID 318531.1

description: StrainInfo dataset 318531 about a strain of Streptomyces albus. 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-id318532.1
title: StrainInfo SI-ID 318532.1

description: StrainInfo dataset 318532 about a strain of Candida rugopelliculosa. 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-id318533.1
title: StrainInfo SI-ID 318533.1

description: StrainInfo dataset 318533 about a strain of Sporobolomyces roseus. 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-id318594.1
title: StrainInfo SI-ID 318594.1

description: StrainInfo dataset 318594 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-id318595.1
title: StrainInfo SI-ID 318595.1

description: StrainInfo dataset 318595 about a strain of Trichoderma harzianum. 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-id318596.1
title: StrainInfo SI-ID 318596.1

description: StrainInfo dataset 318596 about a strain of Haplosporangium. 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-id318433.1
title: StrainInfo SI-ID 318433.1

description: StrainInfo dataset 318433 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-id318434.1
title: StrainInfo SI-ID 318434.1

description: StrainInfo dataset 318434 about a strain of Penicillium simplicissimum. 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.h6hog3
title: Occurrence Download

description: A dataset containing 32099 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Galinsoga parviflora Cav.",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 32099 records from 399 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013865-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tbeg5u
title: Occurrence Download

description: A dataset containing 1330 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Year is greater than or equal to 1900",
 "TaxonKey is Cyperus digitatus"
 ]
}

 The dataset includes 1330 records from 164 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011136-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jahzsn
title: Occurrence Download

description: A dataset containing 1198 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Fundulus heteroclitus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Specimen, Machine Observation)",
 "Year is greater than or equal to 1980",
 "Geometry POLYGON((-24.6 34.6, 35.65 34.6, 35.65 72, -24.6 72, -24.6 34.6))"
 ]
}

 The dataset includes 1198 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011137-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18619825
title: LES FACTEURS DETERMINANTS DE L'ADOPTION DES FINTECHS PAR LES CLIENTS DE BANQUE AU CAMEROUN

description: Cette recherche ambitionne d’analyser les facteurs déterminants de l’adoption des technologies financières (Fintechs) par les clients de Banques. L’approche méthodologique retenue est de nature qualitative en raison des objectifs assignés. La technique d’échantillonnage non probabiliste par choix raisonné nous a permis au regard du niveau de saturation atteint, de retenir un échantillon de 28 clients de banques, utilisateurs expérimentés des Fintechs. La retranscription des entretiens semi-directifs réalisés a permis d’obtenir un corpus textuel. Ce corpus a été réduit par une macroanalyse à partir du logiciel Nvivo 10 et nous avons procédé à l’analyse thématique des facteurs d’adoption. Il ressort que les facteurs qui déterminent l’adoption des Fintechs par les clients de banques sont d’ordre individuel « âge, sexe, habitude, motivation, connaissance » ; technologique « adaptabilité, sécurité » et environnemental « influence sociale, réseau de communication de bouche-à-oreille, réseau de communication bancaire ». Ces déterminants représentent des leviers importants d’innovation et d’inclusion financière par les Fintechs de banque.
DOI: 10.5281/zenodo.18619826
title: LES FACTEURS DETERMINANTS DE L'ADOPTION DES FINTECHS PAR LES CLIENTS DE BANQUE AU CAMEROUN

description: Cette recherche ambitionne d’analyser les facteurs déterminants de l’adoption des technologies financières (Fintechs) par les clients de Banques. L’approche méthodologique retenue est de nature qualitative en raison des objectifs assignés. La technique d’échantillonnage non probabiliste par choix raisonné nous a permis au regard du niveau de saturation atteint, de retenir un échantillon de 28 clients de banques, utilisateurs expérimentés des Fintechs. La retranscription des entretiens semi-directifs réalisés a permis d’obtenir un corpus textuel. Ce corpus a été réduit par une macroanalyse à partir du logiciel Nvivo 10 et nous avons procédé à l’analyse thématique des facteurs d’adoption. Il ressort que les facteurs qui déterminent l’adoption des Fintechs par les clients de banques sont d’ordre individuel « âge, sexe, habitude, motivation, connaissance » ; technologique « adaptabilité, sécurité » et environnemental « influence sociale, réseau de communication de bouche-à-oreille, réseau de communication bancaire ». Ces déterminants représentent des leviers importants d’innovation et d’inclusion financière par les Fintechs de banque.
DOI: 10.15468/dl.quegkc
title: Occurrence Download

description: A dataset containing 887 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Clusia palmicida"
 ]
}

 The dataset includes 887 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011138-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w7qcwg
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Harttia tuna",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011140-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18619755
title: DYNAMIC ANALYSIS AND MONITORING OF AI BEHAVIOUR IN A MILITARY SIMULATION ENVIRONMENT USING MACHINE LEARNING TECHNIQUES IN THE ARMA 3 SIMULATOR

description: This dataset contains the complete behavioral telemetry results of 18 controlled simulation runs performed in Arma 3. The experiments were conducted under six experimental conditions resulting from the combination of three AI skill levels (0%, 50%, 100%) and two tactical configurations (VCOM OFF / VCOM ON). Each condition was replicated three times (R1–R3), resulting in a total of 18 independent runs.

Each Excel file includes processed behavioral clustering outputs extracted from server-generated runtime logs. The dataset contains:





Behavioral cluster durations (time_span)




Sequential behavioral transitions




Cluster identifiers




Temporal segmentation data




Enemy distance metrics (where applicable)



The files represent direct outputs from the behavioral analysis pipeline and contain no manual annotation. All data were automatically extracted from Arma 3 server telemetry logs using a Python-based processing pipeline.

This dataset enables full replication of the quantitative analysis presented in the associated article.
DOI: 10.5281/zenodo.18619756
title: DYNAMIC ANALYSIS AND MONITORING OF AI BEHAVIOUR IN A MILITARY SIMULATION ENVIRONMENT USING MACHINE LEARNING TECHNIQUES IN THE ARMA 3 SIMULATOR

description: This dataset contains the complete behavioral telemetry results of 18 controlled simulation runs performed in Arma 3. The experiments were conducted under six experimental conditions resulting from the combination of three AI skill levels (0%, 50%, 100%) and two tactical configurations (VCOM OFF / VCOM ON). Each condition was replicated three times (R1–R3), resulting in a total of 18 independent runs.

Each Excel file includes processed behavioral clustering outputs extracted from server-generated runtime logs. The dataset contains:





Behavioral cluster durations (time_span)




Sequential behavioral transitions




Cluster identifiers




Temporal segmentation data




Enemy distance metrics (where applicable)



The files represent direct outputs from the behavioral analysis pipeline and contain no manual annotation. All data were automatically extracted from Arma 3 server telemetry logs using a Python-based processing pipeline.

This dataset enables full replication of the quantitative analysis presented in the associated article.
DOI: 10.15468/dl.ttmzta
title: Occurrence Download

description: A dataset containing 785 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ananas comosus bracteatus",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 785 records from 98 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011142-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7jzff4
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Schoenocaulon caricifolium",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 27 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011139-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v46pt5
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Herbarium specimens (BERN-Herbarium) of Herbarium of the Botanical Garden of the University of Bern",
 "TaxonKey is Scabiosa canescens"
 ]
}

 The dataset includes 10 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011141-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18619738
title: Supplementary material for: A hot encounter at a cold seep: a new endemic Frigidoalvania Warén, 1974 (Mollusca: Caenogastropoda: Rissoidae) from the Arctic and its phylogenetic ties

description: This archive contains supplementary materials associated with the manuscript:

A hot encounter at a cold seep: a new endemic Frigidoalvania Warén, 1974 (Mollusca: Caenogastropoda: Rissoidae) from the Arctic and its phylogenetic ties.

The dataset includes the following files:

Supplementary Material 1

GenBank_accessions.xlsx

An Excel table listing all nucleotide sequences used in the phylogenetic analyses. The table contains:





Species names




GenBank accession numbers



These sequences were used for comparative phylogenetic reconstruction of related rissoid taxa.



Supplementary Material 2

RevBayes_script.txt (or .Rev)

The full RevBayes script used for Bayesian phylogenetic inference based on concatenated two-gene data.

The script includes:





Model specification




Partition settings




MCMC parameters




Outgroup designation




Tree sampling settings



This file enables full reproducibility of the Bayesian phylogenetic analysis presented in the manuscript.



Folder: Phylogenetic_trees

This folder contains additional phylogenetic trees that were not included in the main text:





Single-gene trees (individual gene analyses)




Maximum Likelihood tree based on concatenated data



Trees are provided in standard formats (.tre and.pdf).
DOI: 10.5281/zenodo.18619737
title: Supplementary material for: A hot encounter at a cold seep: a new endemic Frigidoalvania Warén, 1974 (Mollusca: Caenogastropoda: Rissoidae) from the Arctic and its phylogenetic ties

description: This archive contains supplementary materials associated with the manuscript:

A hot encounter at a cold seep: a new endemic Frigidoalvania Warén, 1974 (Mollusca: Caenogastropoda: Rissoidae) from the Arctic and its phylogenetic ties.

The dataset includes the following files:

Supplementary Material 1

GenBank_accessions.xlsx

An Excel table listing all nucleotide sequences used in the phylogenetic analyses. The table contains:





Species names




GenBank accession numbers



These sequences were used for comparative phylogenetic reconstruction of related rissoid taxa.



Supplementary Material 2

RevBayes_script.txt (or .Rev)

The full RevBayes script used for Bayesian phylogenetic inference based on concatenated two-gene data.

The script includes:





Model specification




Partition settings




MCMC parameters




Outgroup designation




Tree sampling settings



This file enables full reproducibility of the Bayesian phylogenetic analysis presented in the manuscript.



Folder: Phylogenetic_trees

This folder contains additional phylogenetic trees that were not included in the main text:





Single-gene trees (individual gene analyses)




Maximum Likelihood tree based on concatenated data



Trees are provided in standard formats (.tre and.pdf).
DOI: 10.6084/m9.figshare.31323481
title: Lentiviral barcoding ground-truth datasets for benchmarking mtDNA-based lineage tracing

description: <pre>This folder collects the finalized inputs used for the pLarry1000 benchmark and<br>downstream analyses. These files are for reproducing Lentiviral<br>barcoding validation for the manuscript titled "Modeling mitochondrial<br>inheritance enables high-precision single-cell lineage tracing in humans"<br>(Gao, Weng et. al).<br><br>Contents are copied from the main pipeline directories and include:<br><br>- redeemV output (`final/`) used to generate redeemR filter1/filter2 objects<br>- mitodrift long matrix (`pL1000_full_mut_dat.csv`)<br>- mitodrift tree (`tree_annotated.newick`)<br>- static barcode annotations (`pL1000_barcode_annot_cleaned.csv`, `pL1000_barcode_annot_final.csv`)<br>- mgatk output (copied as `mgatk_output_final/`)<br>- Seurat object (`pLarry_seurat_pL1000.rds`)</pre>
DOI: 10.6084/m9.figshare.31323481.v2
title: Lentiviral barcoding ground-truth datasets for benchmarking mtDNA-based lineage tracing

description: <pre>This folder collects the finalized inputs used for the pLarry1000 benchmark and<br>downstream analyses. These files are for reproducing Lentiviral<br>barcoding validation for the manuscript titled "Modeling mitochondrial<br>inheritance enables high-precision single-cell lineage tracing in humans"<br>(Gao, Weng et. al).<br><br>Contents are copied from the main pipeline directories and include:<br><br>- redeemV output (`final/`) used to generate redeemR filter1/filter2 objects<br>- mitodrift long matrix (`pL1000_full_mut_dat.csv`)<br>- mitodrift tree (`tree_annotated.newick`)<br>- static barcode annotations (`pL1000_barcode_annot_cleaned.csv`, `pL1000_barcode_annot_final.csv`)<br>- mgatk output (copied as `mgatk_output_final/`)<br>- Seurat object (`pLarry_seurat_pL1000.rds`)</pre>
DOI: 10.6084/m9.figshare.31323481.v1
title: Lenti-viaral barcoding based lineage tracing benchmarking datasets

description: <pre>This folder collects the finalized inputs used for the pLarry1000 benchmark and<br>downstream analyses. These files are for reproducing Lentiviral<br>barcoding validation for the manuscript titled "Modeling mitochondrial<br>inheritance enables high-precision single-cell lineage tracing in humans"<br>(Gao, Weng et. al).<br><br>Contents are copied from the main pipeline directories and include:<br><br>- redeemV output (`final/`) used to generate redeemR filter1/filter2 objects<br>- mitodrift long matrix (`pL1000_full_mut_dat.csv`)<br>- mitodrift tree (`tree_annotated.newick`)<br>- static barcode annotations (`pL1000_barcode_annot_cleaned.csv`, `pL1000_barcode_annot_final.csv`)<br>- mgatk output (copied as `mgatk_output_final/`)<br>- Seurat object (`pLarry_seurat_pL1000.rds`)</pre>
DOI: 10.15468/dl.dbft62
title: Occurrence Download

description: A dataset containing 3202 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Year is greater than or equal to 1900",
 "TaxonKey is Cyperus distans"
 ]
}

 The dataset includes 3202 records from 224 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011143-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gt4vg2
title: Occurrence Download

description: A dataset containing 5726 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gambusia affinis",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Specimen, Machine Observation)",
 "Year is greater than or equal to 1980",
 "Geometry POLYGON((-24.6 34.6, 35.65 34.6, 35.65 72, -24.6 72, -24.6 34.6))"
 ]
}

 The dataset includes 5726 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011144-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.