cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.7s4qvv
title: Occurrence Download

description: A dataset containing 51907 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Tragopogon dubius Scop.)"
 ]
}

 The dataset includes 51907 records from 787 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0084796-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60712/si-id305905.1
title: StrainInfo SI-ID 305905.1

description: StrainInfo dataset 305905 about a strain of Wallemia sebi. 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-id305906.1
title: StrainInfo SI-ID 305906.1

description: StrainInfo dataset 305906 about a strain of Pyrenophora tritici-repentis. 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-id305907.1
title: StrainInfo SI-ID 305907.1

description: StrainInfo dataset 305907 about a strain of Fusarium xylarioides. 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-id305970.1
title: StrainInfo SI-ID 305970.1

description: StrainInfo dataset 305970 about a strain of Pyrenophora tritici-repentis. 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-id305971.1
title: StrainInfo SI-ID 305971.1

description: StrainInfo dataset 305971 about a strain of Pyrenophora tritici-repentis. 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-id305972.1
title: StrainInfo SI-ID 305972.1

description: StrainInfo dataset 305972 about a strain of Pyrenophora tritici-repentis. 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-id305822.1
title: StrainInfo SI-ID 305822.1

description: StrainInfo dataset 305822 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-id305823.1
title: StrainInfo SI-ID 305823.1

description: StrainInfo dataset 305823 about a strain of Chrysosporium chiropterorum. 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-id305908.1
title: StrainInfo SI-ID 305908.1

description: StrainInfo dataset 305908 about a strain of Fusarium xylarioides. 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.whel2h
title: Occurrence Download

description: A dataset containing 1626299 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "Geometry POLYGON((-80.51419 32.48411,-79.35708 32.48411,-79.35708 33.46882,-80.51419 33.46882,-80.51419 32.48411))",
 "HasCoordinate is true",
 "TaxonKey is Aves",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1626299 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009018-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60712/si-id305909.1
title: StrainInfo SI-ID 305909.1

description: StrainInfo dataset 305909 about a strain of Fusarium xylarioides. 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-id305910.1
title: StrainInfo SI-ID 305910.1

description: StrainInfo dataset 305910 about a strain of Amylosporus campbellii. 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-id305911.1
title: StrainInfo SI-ID 305911.1

description: StrainInfo dataset 305911 about a strain of Inonotus pseudoglomeratus. 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-id305973.1
title: StrainInfo SI-ID 305973.1

description: StrainInfo dataset 305973 about a strain of Penicillium chrysogenum. 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-id305974.1
title: StrainInfo SI-ID 305974.1

description: StrainInfo dataset 305974 about a strain of Penicillium chrysogenum. 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/d34mgw
title: 2020_biodiversity_information_specimen_cnu

description: Biodiversity sample data collected in 2020 with Chungnam National University at the National Science Museum.
plant.
DOI: 10.60712/si-id305975.1
title: StrainInfo SI-ID 305975.1

description: StrainInfo dataset 305975 about a strain of Penicillium citrinum. 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-id305976.1
title: StrainInfo SI-ID 305976.1

description: StrainInfo dataset 305976 about a strain of Penicillium citrinum. 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-id306027.1
title: StrainInfo SI-ID 306027.1

description: StrainInfo dataset 306027 about a strain of Agaricus subrufescens. 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-id305912.1
title: StrainInfo SI-ID 305912.1

description: StrainInfo dataset 305912 about a strain of Fomitiporia maxonii. 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-id305913.1
title: StrainInfo SI-ID 305913.1

description: StrainInfo dataset 305913 about a strain of Cerrena hydnoides. 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-id305914.1
title: StrainInfo SI-ID 305914.1

description: StrainInfo dataset 305914 about a strain of Fomitiporia maxonii. 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-id305915.1
title: StrainInfo SI-ID 305915.1

description: StrainInfo dataset 305915 about a strain of Tropicoporus linteus. 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-id305977.1
title: StrainInfo SI-ID 305977.1

description: StrainInfo dataset 305977 about a strain of Penicillium citrinum. 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-id305978.1
title: StrainInfo SI-ID 305978.1

description: StrainInfo dataset 305978 about a strain of Penicillium brevicompactum. 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-id305979.1
title: StrainInfo SI-ID 305979.1

description: StrainInfo dataset 305979 about a strain of Cladosporium cladosporioides. 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-id305980.1
title: StrainInfo SI-ID 305980.1

description: StrainInfo dataset 305980 about a strain of Cladosporium cladosporioides. 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-id306028.1
title: StrainInfo SI-ID 306028.1

description: StrainInfo dataset 306028 about a strain of Daldinia. 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-id306029.1
title: StrainInfo SI-ID 306029.1

description: StrainInfo dataset 306029 about a strain of Daldinia. 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-id306030.1
title: StrainInfo SI-ID 306030.1

description: StrainInfo dataset 306030 about a strain of Daldinia. 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-id306031.1
title: StrainInfo SI-ID 306031.1

description: StrainInfo dataset 306031 about a strain of Daldinia decipiens. 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.xjdy6v
title: Occurrence Download

description: A dataset containing 2303401 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Zonotrichia albicollis (J.F.Gmelin, 1789)"
 ]
}

 The dataset includes 2303401 records from 136 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000654-190307172214381/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.31315594
title: Figure 4B-4D

description: gut microbiota-dependent metabolism of 6-shogaol generates bioactive metabolites that drive its anti-inflammatory activity, underscoring the critical role of microbial metabolism in shaping the biological effects of dietary ginger constituents.
DOI: 10.6084/m9.figshare.31315594.v1
title: Figure 4B-4D

description: gut microbiota-dependent metabolism of 6-shogaol generates bioactive metabolites that drive its anti-inflammatory activity, underscoring the critical role of microbial metabolism in shaping the biological effects of dietary ginger constituents.
DOI: 10.5281/zenodo.18610551
title: Structural MRI and Clinical Phenotypes Dataset of Vertigo Patients

description: This dataset comprises anonymized human structural MRI data and associated clinical information, organized in accordance with the Brain Imaging Data Structure (BIDS) specification. It includes multimodal structural MRI scans along with curated clinical variables, electrocardiogram (ECG) records, and laboratory examination results provided in the phenotype files. Detailed descriptions of the dataset structure, variables, and usage notes are available in the accompanying README.md file.

 

Version 1.1 (2026-02-11)

Changes:- Removed redundant index column from biochemical.tsv to improve data clarity and consistency.
DOI: 10.5281/zenodo.17989944
title: Structural MRI and Clinical Phenotypes Dataset of Vertigo Patients

description: This dataset comprises anonymized human structural MRI data and associated clinical information, organized in accordance with the Brain Imaging Data Structure (BIDS) specification. It includes multimodal structural MRI scans along with curated clinical variables, electrocardiogram (ECG) records, and laboratory examination results provided in the phenotype files. Detailed descriptions of the dataset structure, variables, and usage notes are available in the accompanying README.md file.

 

Version 1.1 (2026-02-11)

Changes:- Removed redundant index column from biochemical.tsv to improve data clarity and consistency.
DOI: 10.18710/az1pin/yl7jgy
title: Model2CutoffEstimators.csv

description: Cutoff estimators for Model 2 (created by SPSS script)
DOI: 10.18710/az1pin/a9aso0
title: Model1CutoffEstimators.csv

description: Cutoff estimators for Model 1 (created by SPSS script)
DOI: 10.18710/az1pin/wi0pko
title: PeatGroundTruth.csv

description: Ground truth for sample points along with predictive peat model scores from Model 1 and Model 2 formatted as csv file
DOI: 10.18710/az1pin/wswa2m
title: SimulateBisect.for

description: Fortran program (Intel fortran) to estimate confusion matrixes for different cutoff values
DOI: 10.18710/az1pin/qnktgq
title: BisectEstimators.sps

description: SPSS script to calculate estimators for bisecting predictive peat scores
DOI: 10.18710/az1pin/wmhfcl
title: 00_readme.txt
DOI: 10.18710/az1pin
title: Replication Data for: Bisection of predictive land cover data models

description: Ground truth for sample points used to validate two predictive peatland models along with estimators used to bisect the models to create peatland maps
DOI: 10.6084/m9.figshare.31315837
title: Species accumulation data: Mean richness values for Patagonian Steppe plant communities

description: This dataset provides the mean species accumulation values used to evaluate sampling effort efficiency across diverse plant communities in the Patagonian Steppe. <br>The data are derived from an extensive field survey comprising N = 40,000 point-intercept records obtained from 400 independent transects.<br>The dataset includes:Mean species richness per sampling point (up to 100 points) aggregated by vegetation unit. Cumulative percentage values used to determine the stabilization of richness patterns.<br>These data support the robustness and operational efficiency of the point-intercept methodology for monitoring arid and semi-arid plant communities.
DOI: 10.6084/m9.figshare.31315837.v1
title: Species accumulation data: Mean richness values for Patagonian Steppe plant communities

description: This dataset provides the mean species accumulation values used to evaluate sampling effort efficiency across diverse plant communities in the Patagonian Steppe. <br>The data are derived from an extensive field survey comprising N = 40,000 point-intercept records obtained from 400 independent transects.<br>The dataset includes:Mean species richness per sampling point (up to 100 points) aggregated by vegetation unit. Cumulative percentage values used to determine the stabilization of richness patterns.<br>These data support the robustness and operational efficiency of the point-intercept methodology for monitoring arid and semi-arid plant communities.
DOI: 10.6084/m9.figshare.31315843
title: Inter-annual stability data for species richness in the Patagonian Steppe

description: This dataset contains the inter-annual variation values used to assess the stability of plant communities in the Patagonian Steppe. It includes the calculated differences in species richness between consecutive sampling years for 400 transects. These data support the 'Stability Zone' analysis (defined by a +/-1 species threshold), demonstrating that despite inherent stochastic noise, the structural matrix of the vegetation remains consistent over time. The dataset is organized by vegetation unit and provides the basis for the inter-annual convergence patterns reported in the associated study.
DOI: 10.6084/m9.figshare.31315843.v1
title: Inter-annual stability data for species richness in the Patagonian Steppe

description: This dataset contains the inter-annual variation values used to assess the stability of plant communities in the Patagonian Steppe. It includes the calculated differences in species richness between consecutive sampling years for 400 transects. These data support the 'Stability Zone' analysis (defined by a +/-1 species threshold), demonstrating that despite inherent stochastic noise, the structural matrix of the vegetation remains consistent over time. The dataset is organized by vegetation unit and provides the basis for the inter-annual convergence patterns reported in the associated study.
DOI: 10.6084/m9.figshare.31315840
title: Rarefaction vs. accumulation curves: Methodological validation data

description: This dataset contains the individual-based point-intercept records used for the methodological validation of species accumulation patterns in the Patagonian Steppe. It includes raw occurrence data for 30 representative transects (three per plant community), allowing for a comparative analysis between sequential (field-ordered) accumulation and randomized (rarefaction) richness patterns. These data demonstrate that the sampling sequence does not bias species richness estimations, thereby reinforcing the reproducibility and robustness of the methodology described in the associated study.
DOI: 10.6084/m9.figshare.31315840.v1
title: Rarefaction vs. accumulation curves: Methodological validation data

description: This dataset contains the individual-based point-intercept records used for the methodological validation of species accumulation patterns in the Patagonian Steppe. It includes raw occurrence data for 30 representative transects (three per plant community), allowing for a comparative analysis between sequential (field-ordered) accumulation and randomized (rarefaction) richness patterns. These data demonstrate that the sampling sequence does not bias species richness estimations, thereby reinforcing the reproducibility and robustness of the methodology described in the associated study.
DOI: 10.5281/zenodo.18611263
title: ЁШГА ДОИР ПЕНСИЯЛАРИНИ ФУҚАРОЛАРНИНГ МУРОЖААТИ ТАЛАБ ЭТИЛМАГАН ҲОЛДА (ПРОАКТИВ ШАКЛДА) ТАЙИНЛАШНИННГ МАҚСАДИ ВА ХУСУСИЯТЛАРИ

description: Мазкур мақолада Ўзбекистонда фуқароларга пенсияларни тайинлашда инсон омилини камайтириб бюрократик тўсиқларни бартараф этган ҳолда давлат хизматларини кўрсатиш сифатини янада ошириш учун замонавий илғор рақамли технологиялардан самарали фойдаланиш заруриятининг ўрни ва аҳамиятини очиб беришга қаратилган бўлиб, аввало мавзунинг долзарблиги асосланган.

Пенсияларни инсон омилисиз проактив шаклда тайинлашнинг аҳамияти очиб берилган, унинг моҳияти ва ижтимоий аҳамияти, ҳуқуқий асослари республикамизда ва айрим мамлакатларда пенсияларни проактив шаклда тайинлаш амалиёти таҳлил қилинган ҳамда ўзига хос хусусиятлари ва жиҳатлари таъкидлаб ўтилган. Ўзбекистонда пенсияларни проактив шаклда тайинлашнинг хозирги ҳолати ўрганиб чиқилиб хулоса, таклиф ва тавсиялар ишлаб чиқилган.
DOI: 10.5281/zenodo.18611264
title: ЁШГА ДОИР ПЕНСИЯЛАРИНИ ФУҚАРОЛАРНИНГ МУРОЖААТИ ТАЛАБ ЭТИЛМАГАН ҲОЛДА (ПРОАКТИВ ШАКЛДА) ТАЙИНЛАШНИННГ МАҚСАДИ ВА ХУСУСИЯТЛАРИ

description: Мазкур мақолада Ўзбекистонда фуқароларга пенсияларни тайинлашда инсон омилини камайтириб бюрократик тўсиқларни бартараф этган ҳолда давлат хизматларини кўрсатиш сифатини янада ошириш учун замонавий илғор рақамли технологиялардан самарали фойдаланиш заруриятининг ўрни ва аҳамиятини очиб беришга қаратилган бўлиб, аввало мавзунинг долзарблиги асосланган.

Пенсияларни инсон омилисиз проактив шаклда тайинлашнинг аҳамияти очиб берилган, унинг моҳияти ва ижтимоий аҳамияти, ҳуқуқий асослари республикамизда ва айрим мамлакатларда пенсияларни проактив шаклда тайинлаш амалиёти таҳлил қилинган ҳамда ўзига хос хусусиятлари ва жиҳатлари таъкидлаб ўтилган. Ўзбекистонда пенсияларни проактив шаклда тайинлашнинг хозирги ҳолати ўрганиб чиқилиб хулоса, таклиф ва тавсиялар ишлаб чиқилган.
DOI: 10.7281/t1/im9bzi
title: Data associated with the publication: Carbon isotope trends of Precambrian-Cambrian carbonates in Southwestern Laurentia are robust to diagenetic overprinting

description: This dataset includes carbonate Ca isotope (‰, n = 173) and Mg isotope (‰, n = 42) compositions and Mg/Ca (mmol/mol), Sr/[Ca+Mg] (mmol/mol), Mn/[Ca+Mg] (mmol/mol), and U/[Ca+Mg] (µmol/mol) major and trace elemental ratios (n = 186) of standards and samples from the Dunfee and Esmeralda members of the Deep Spring Formation at Mount Dunfee, NV, the lower Wood Canyon Formation at Echo Canyon, CA, and the La Ciénega Formation at Cerro Rajón, SO. It also includes facies descriptions of the Dunfee and Esmeralda members of the Deep Spring Formation at Mount Dunfee, NV.
DOI: 10.5281/zenodo.18611086
title: UKBOL data filtered from BOLD using UKSI species list

description: Version 1

Run date: 2026-02-10The output of running the gap analysis script from this pipeline: https://doi.org/10.5281/zenodo.18378731on this input data from BOLD: https://zenodo.org/records/18602809

against the UKSI species list.Output is BOLD BCDM format TSV file with all records matching the input species list, including synonyms and extra species sharing BINs with input species.
DOI: 10.5281/zenodo.18611085
title: UKBOL data filtered from BOLD using UKSI species list

description: Version 1

Run date: 2026-02-10The output of running the gap analysis script from this pipeline: https://doi.org/10.5281/zenodo.18378731on this input data from BOLD: https://zenodo.org/records/18602809

against the UKSI species list.Output is BOLD BCDM format TSV file with all records matching the input species list, including synonyms and extra species sharing BINs with input species.
DOI: 10.5281/zenodo.18599581
title: On the road to Cybathlon 2024: lessons learned from the Polimi FES-bike team

description: This dataset contains the training data, race performance metrics and recordings of the personalisation procedure used to derive the results and images of this study.

You can find useful information in the 'README' file.