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

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pseudobunocephalus bifidus",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 36 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008162-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18608170
title: Global mapping of lake-terminating glaciers

description: This dataset is the result of a community effort to identify lake-terminating glaciers in the Randolph Glacier Inventory (RGI) version 7 (RGI 7.0 Consortium, 2023), and is fully described in the related paper, published in Earth System Science Data (Steiner et al., 2026).

For a full description of the dataset, including the definition of lake-terminating categories, see either the related paper, or the README in the GitHub repository.

Dataset

The dataset/ folder has the following structure:



dataset/
├─ contributor_files/
    └─ RGI-v7.0-G-{region}/
        ├─ RGI-v7.0-G-{region}_{contributor}.csv
├─ csv/
    └─ RGI-v7.0-G-{region}_lakeflag.csv
├─ lakeflags/
    └─ RGI-v7.0-G-{region}_lakeflag.gpkg
└─ outlines/
    └─ RGI-v7.0-G-{region}_laketerminating.gpkg


Where:



contributor_files/ contains all of the original/individual submissions provided by different contributors

csv/ contains a comma-separated variable (.csv) file for each RGI region

lakeflags/ contains a geopackage (.gpkg) file for each RGI region, with the geometry set to the RGI7 centroid latitude/longitude

outlines/ contains a .gpkg file for each RGI region, with the geometry set to the RGI7 outline, but only for glaciers categorized as lake-terminating category 1-3


Each of the files in the dataset folders contains the following fields:



rgi_id - the RGI v7.0 ID for the glacier

lake_cat - the lake-terminating category for the glacier, as defined below;

image_id - the ID of the image that was used to classify each glacier;

image_date - the date (or date range) of the image used to classify each glacier;

inventory_doi - the DOI of the lake inventory (if used);

contributor - the ID of the contributor(s) who classified the glacier

notes - any additional notes from each contributor


Additionally, the contributor_files/ may have an additional field, auto_term. When running scripts/finalize_csv.py, the column term_type (if included in the .csv) is renamed to auto_term to indicate that scripts/assign_lake_flag.py was run and there was an inventory lake within the buffer around the terminus (auto_term == 2)

The .gpkg files contained in the lakeflags/ and outlines/ directories are generated from the .csv files and the RGI outlines using scripts/generate_geopackage.py

References

RGI 7.0 Consortium, 2023. Randolph Glacier Inventory - A Dataset of Global Glacier Outlines, Version 7.0. Boulder, Colorado USA. NSIDC: National Snow and Ice Data Center. doi:10.5067/f6jmovy5navz.

Steiner, J. et al (2026). Global mapping of lake-terminating glaciers, Earth Syst. Sci. Data, doi: 10.5194/essd-2025-315.
DOI: 10.5281/zenodo.15524733
title: Global mapping of lake-terminating glaciers

description: This dataset is the result of a community effort to identify lake-terminating glaciers in the Randolph Glacier Inventory (RGI) version 7 (RGI 7.0 Consortium, 2023), and is fully described in the related paper, published in Earth System Science Data (Steiner et al., 2026).

For a full description of the dataset, including the definition of lake-terminating categories, see either the related paper, or the README in the GitHub repository.

Dataset

The dataset/ folder has the following structure:



dataset/
├─ contributor_files/
    └─ RGI-v7.0-G-{region}/
        ├─ RGI-v7.0-G-{region}_{contributor}.csv
├─ csv/
    └─ RGI-v7.0-G-{region}_lakeflag.csv
├─ lakeflags/
    └─ RGI-v7.0-G-{region}_lakeflag.gpkg
└─ outlines/
    └─ RGI-v7.0-G-{region}_laketerminating.gpkg


Where:



contributor_files/ contains all of the original/individual submissions provided by different contributors

csv/ contains a comma-separated variable (.csv) file for each RGI region

lakeflags/ contains a geopackage (.gpkg) file for each RGI region, with the geometry set to the RGI7 centroid latitude/longitude

outlines/ contains a .gpkg file for each RGI region, with the geometry set to the RGI7 outline, but only for glaciers categorized as lake-terminating category 1-3


Each of the files in the dataset folders contains the following fields:



rgi_id - the RGI v7.0 ID for the glacier

lake_cat - the lake-terminating category for the glacier, as defined below;

image_id - the ID of the image that was used to classify each glacier;

image_date - the date (or date range) of the image used to classify each glacier;

inventory_doi - the DOI of the lake inventory (if used);

contributor - the ID of the contributor(s) who classified the glacier

notes - any additional notes from each contributor


Additionally, the contributor_files/ may have an additional field, auto_term. When running scripts/finalize_csv.py, the column term_type (if included in the .csv) is renamed to auto_term to indicate that scripts/assign_lake_flag.py was run and there was an inventory lake within the buffer around the terminus (auto_term == 2)

The .gpkg files contained in the lakeflags/ and outlines/ directories are generated from the .csv files and the RGI outlines using scripts/generate_geopackage.py

References

RGI 7.0 Consortium, 2023. Randolph Glacier Inventory - A Dataset of Global Glacier Outlines, Version 7.0. Boulder, Colorado USA. NSIDC: National Snow and Ice Data Center. doi:10.5067/f6jmovy5navz.

Steiner, J. et al (2026). Global mapping of lake-terminating glaciers, Earth Syst. Sci. Data, doi: 10.5194/essd-2025-315.
DOI: 10.5281/zenodo.18608275
title: IGV session for Plasmodium knowlesi RNA-seq time course and WGS

description: IGV session containing P. knowlesi A1-H.1 RNA-seq time points and WGS data.See README.md file for more details.
description: If you use this IGV session, please cite De Meulenaere et al., 2026.
DOI: 10.5281/zenodo.18608274
title: IGV session for Plasmodium knowlesi RNA-seq time course and WGS

description: IGV session containing P. knowlesi A1-H.1 RNA-seq time points and WGS data.See README.md file for more details.
description: If you use this IGV session, please cite De Meulenaere et al., 2026.
DOI: 10.34740/kaggle/dsv/14806963
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.5281/zenodo.18608659
title: Tests of a Closed-Path FTIR System Sampling Hot Gases With and Without a Heated Transfer Line
DOI: 10.5281/zenodo.18608658
title: Tests of a Closed-Path FTIR System Sampling Hot Gases With and Without a Heated Transfer Line
DOI: 10.15468/dl.mb5gmy
title: Occurrence Download

description: A dataset containing 500 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Procecidochares utilis"
 ]
}

 The dataset includes 500 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008163-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mav799
title: Occurrence Download

description: A dataset containing 38 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 Blepharoneuron tricholepis"
 ]
}

 The dataset includes 38 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008165-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pcfrvh
title: Occurrence Download

description: A dataset containing 384 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hypoxis hemerocallidea",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 384 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008164-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18608630
title: TURP CHIQINDILARINING (PO'STI VA BARGI) KIMYOVIY TARKIBI VA ULARNI SHIFOBAXSH XOSSALARI

description:  Ushbu maqolada turp chiqindilarining kimyoviy tarkibi va ulardan xalq tabobatida foydalanish boʻyicha ma'lumotlar keltirilgan.
DOI: 10.5281/zenodo.18608629
title: TURP CHIQINDILARINING (PO'STI VA BARGI) KIMYOVIY TARKIBI VA ULARNI SHIFOBAXSH XOSSALARI

description:  Ushbu maqolada turp chiqindilarining kimyoviy tarkibi va ulardan xalq tabobatida foydalanish boʻyicha ma'lumotlar keltirilgan.
DOI: 10.15468/dl.4m76jc
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Hymenolaimus malacorhynchos",
 "DatasetKey is EOD – eBird Observation Dataset",
 "Year is 2000",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008166-260208012135463/datasets/export for details.
DOI: 10.15468/dl.4ytpfk
title: Occurrence Download

description: A dataset containing 28259 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is one of (BRA.24.8_2, BRA.24.15_2, BRA.24.38_2, BRA.24.90_2, BRA.24.183_2, BRA.24.237_2, BRA.24.250_2, BRA.24.258_2, BRA.24.99_2)",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 28259 records from 159 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008167-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18608682
title: CARINA_SOC_Dataset_Results_Social Assessment

description: The Excel file reports the results of 10 indicators calculated in task 3.3 of the CARINA project, related to the social performance of the field phase, the crushing phase, the industrial phase and the whole chains involved in CARINA value chains.
DOI: 10.5281/zenodo.18608681
title: CARINA_SOC_Dataset_Results_Social Assessment

description: The Excel file reports the results of 10 indicators calculated in task 3.3 of the CARINA project, related to the social performance of the field phase, the crushing phase, the industrial phase and the whole chains involved in CARINA value chains.
DOI: 10.15468/dl.hyqhnj
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pseudobunocephalus quadriradiatus",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008168-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q8zb8f
title: Occurrence Download

description: A dataset containing 433 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pauridia vaginata",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 433 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008170-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3pfcyy
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Gymnocrex rosenbergii",
 "DatasetKey is EOD – eBird Observation Dataset",
 "Year is 2000",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008171-260208012135463/datasets/export for details.
DOI: 10.24416/uu01-vayn18
title: The Tolerance Principle and the Orthographic-Phonological Mapping of Chinese Characters (Restricted)

description: Here are all restricted data for the study "The Tolerance Principle and the Orthographic-Phonological Mapping of Chinese Characters." The study is about the applicability of the Tolerance Principle, a computational principle for linguistic generalization, to the orthographic-phonological mapping of Chinese phono-semantic compounds, a type of character composed of both phonetic and semantic radicals. More specifically, this study investigates whether the association between phonetic radical and pronunciation is constrained by the Tolerance Principle. To this end, two experiments were designed and conducted. The resulting data are stored on Yoda. In this data package, you can find all restricted data for the first experiment only, since only the first experiment makes use of data that may be traceable to individuals (e.g. auditory recordings), so must be protected for privacy. More detailed information about each folder and subfolder can be found in readme files. The sample size of the first experiment with Chinese readers is 28.
DOI: 10.15468/dl.vvayse
title: Occurrence Download

description: A dataset containing 10326 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 Blysmus rufus"
 ]
}

 The dataset includes 10326 records from 149 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008172-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48320/60dabb0e-8ab9-4175-b16d-0aedf5794e84
title: Gender Equality Attitudes Survey in Georgia 2024
DOI: 10.5281/zenodo.18608716
title: Gender Equality Attitudes Survey in Georgia 2024

description: Gender Equality Attitudes Study (GEAS) in Georgia was commissioned by UN Women with the generous support of the Swiss Agency for Development and Cooperation (SDC) and conducted by CRRC-Georgia. The survey measures the prevalence of discriminatory attitudes and gender-based stereotypes in Georgia. The survey methodology is informed by UN Women and the Unstereotype Alliance's Gender Equality Attitudes Study, which is regularly conducted by UN Women in 20 countries.

Population: 16 years old and over excluding populations living in territories affected by military conflict (South Ossetia and Abkhazia).

Sample Design: Multi-stage cluster sampling with preliminary stratification.

Sample Size: 1,238 respondents.

Response rate: 21%

Survey mode: Computer-assisted personal interview (CAPI).

Interview languages: Armenian, Azerbaijani, Georgian.

Fieldwork Dates: January 20 to February 19, 2024

Results are weighted.

Contact for more Information: crrc-geo@crrccenters.org
description: Published on Discuss Data, https://discuss-data.net/dataset/60dabb0e-8ab9-4175-b16d-0aedf5794e84/
description: Method(s) of data collection: Face-To-Face Survey, Quantitative Survey
DOI: 10.5281/zenodo.18608717
title: Gender Equality Attitudes Survey in Georgia 2024

description: Gender Equality Attitudes Study (GEAS) in Georgia was commissioned by UN Women with the generous support of the Swiss Agency for Development and Cooperation (SDC) and conducted by CRRC-Georgia. The survey measures the prevalence of discriminatory attitudes and gender-based stereotypes in Georgia. The survey methodology is informed by UN Women and the Unstereotype Alliance's Gender Equality Attitudes Study, which is regularly conducted by UN Women in 20 countries.

Population: 16 years old and over excluding populations living in territories affected by military conflict (South Ossetia and Abkhazia).

Sample Design: Multi-stage cluster sampling with preliminary stratification.

Sample Size: 1,238 respondents.

Response rate: 21%

Survey mode: Computer-assisted personal interview (CAPI).

Interview languages: Armenian, Azerbaijani, Georgian.

Fieldwork Dates: January 20 to February 19, 2024

Results are weighted.

Contact for more Information: crrc-geo@crrccenters.org
description: Published on Discuss Data, https://discuss-data.net/dataset/60dabb0e-8ab9-4175-b16d-0aedf5794e84/
description: Method(s) of data collection: Face-To-Face Survey, Quantitative Survey
DOI: 10.15468/dl.587yhx
title: Occurrence Download

description: A dataset containing 61 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pterobunocephalus depressus",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 61 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008173-260208012135463/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.31314327
title: Data for body condition and parthenium cover from Wild ungulate foraging suppresses growth of invasive parthenium weed

description: parthenium study data.xlsx
DOI: 10.6084/m9.figshare.31314327.v1
title: Data for body condition and parthenium cover from Wild ungulate foraging suppresses growth of invasive parthenium weed

description: parthenium study data.xlsx
DOI: 10.15468/dl.wn5szj
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Rallus semiplumbeus",
 "DatasetKey is EOD – eBird Observation Dataset",
 "Year is 2000",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008174-260208012135463/datasets/export for details.
DOI: 10.15468/dl.cc367e
title: Occurrence Download

description: A dataset containing 120 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Alophia silvestris",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 120 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008175-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mjd37h
title: Occurrence Download

description: A dataset containing 2101 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is one of (BRA.10.204_2, BRA.18.216_2, BRA.18.7_2, BRA.18.26_2, BRA.18.60_2, BRA.18.71_2, BRA.18.72_2, BRA.18.108_2, BRA.18.112_2, BRA.18.115_2, BRA.18.128_2, BRA.18.130_2, BRA.18.137_2, BRA.18.155_2, BRA.18.217_2)",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 2101 records from 91 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008177-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h85c5b
title: Occurrence Download

description: A dataset containing 1285253 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trifolium pratense",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 1285253 records from 4210 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008126-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60712/si-id300521.1
title: StrainInfo SI-ID 300521.1

description: StrainInfo dataset 300521 about a strain of Trichoderma reesei. 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.tvxp24
title: Occurrence Download

description: A dataset containing 4549 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Asparagopsis taxiformis (Delile) Trevis."
 ]
}

 The dataset includes 4549 records from 121 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060314-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60712/si-id300586.1
title: StrainInfo SI-ID 300586.1

description: StrainInfo dataset 300586 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-id300587.1
title: StrainInfo SI-ID 300587.1

description: StrainInfo dataset 300587 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-id300588.1
title: StrainInfo SI-ID 300588.1

description: StrainInfo dataset 300588 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.ptzrvh
title: Occurrence Download

description: A dataset containing 1029 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Echinops polyceras Boiss.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1029 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0084731-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60712/si-id300635.1
title: StrainInfo SI-ID 300635.1

description: StrainInfo dataset 300635 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-id300636.1
title: StrainInfo SI-ID 300636.1

description: StrainInfo dataset 300636 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-id300637.1
title: StrainInfo SI-ID 300637.1

description: StrainInfo dataset 300637 about a strain of Paracoccidioides brasiliensis. 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-id300522.1
title: StrainInfo SI-ID 300522.1

description: StrainInfo dataset 300522 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.