cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/twz-5gj-kb1
title: Echinodermata

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/h3s-bbx-2jh
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nfc-ras-ret
title: †Owenites koeneni Hyatt & Smith, 1905

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2a5-cj8-vpg
title: Corbula Bruguière, 1797

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/th0-lxr-wbx
title: Crinoidea Miller, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.uy5ztx
title: Occurrence Download

description: A dataset containing 148 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Icterus gularis (Wagler, 1829)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "DatasetKey is iNaturalist Research-grade Observations",
 "Year is greater than or equal to 1810",
 "Year is less than or equal to 2019",
 "Month is greater than or equal to April",
 "Month is less than or equal to September",
 "EventDate is not null",
 "Country is United States of America",
 "Geometry POLYGON((-63 22, -63 51, -126 51, -126 22, -63 22))"
 ]
}

 The dataset includes 148 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011081-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4rzmvw
title: Occurrence Download

description: A dataset containing 1021 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oldenlandia capensis"
 ]
}

 The dataset includes 1021 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037572-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ceyds3
title: Occurrence Download

description: A dataset containing 207 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nemopsis bachei",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 207 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037573-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gpp4au
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037574-250811113504898/datasets/export for details.
DOI: 10.15468/dl.zaytkx
title: Occurrence Download

description: A dataset containing 29535 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Swertia perennis"
 ]
}

 The dataset includes 29535 records from 471 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037571-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vfsm8v
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nemopsis bachei",
 "Country is Germany",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037575-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16933778
title: Product Price Dataset for Machine Learning Estimation

description: This dataset contains anonymized product information designed for building and evaluating machine learning models for price estimation. The dataset includes various product features such as:





Category: Product category (e.g., Electronics, Clothing, Home & Garden, Automotive, Consumer Goods)




Brand: Anonymized brand names




Weight: Product weight in kilograms




Rating: Customer rating (1.0–5.0 scale)




Warranty: Warranty period in years




Power Usage: Power consumption in watts




Feature Score: Custom composite score (0–100)




Price: Product price in local currency



The dataset is intended for research and educational purposes, enabling experimentation with regression models such as Linear Regression, Decision Trees, Random Forest, and XGBoost for price prediction. All personal, sensitive, or copyrighted data has been removed or anonymized.
DOI: 10.5281/zenodo.16933779
title: Product Price Dataset for Machine Learning Estimation

description: This dataset contains anonymized product information designed for building and evaluating machine learning models for price estimation. The dataset includes various product features such as:





Category: Product category (e.g., Electronics, Clothing, Home & Garden, Automotive, Consumer Goods)




Brand: Anonymized brand names




Weight: Product weight in kilograms




Rating: Customer rating (1.0–5.0 scale)




Warranty: Warranty period in years




Power Usage: Power consumption in watts




Feature Score: Custom composite score (0–100)




Price: Product price in local currency



The dataset is intended for research and educational purposes, enabling experimentation with regression models such as Linear Regression, Decision Trees, Random Forest, and XGBoost for price prediction. All personal, sensitive, or copyrighted data has been removed or anonymized.
DOI: 10.15468/dl.pg8pmj
title: Occurrence Download

description: A dataset containing 354 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Olea europaea guanchica"
 ]
}

 The dataset includes 354 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037576-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bzr9uz
title: Occurrence Download

description: A dataset containing 266 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Olea europaea cerasiformis"
 ]
}

 The dataset includes 266 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037577-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9gtptw
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037579-250811113504898/datasets/export for details.
DOI: 10.15468/dl.mtpbs8
title: Occurrence Download

description: A dataset containing 3083 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hedera helix",
 "Country is New Zealand",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3083 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037578-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y299dq
title: Occurrence Download

description: A dataset containing 924 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Swertia angustifolia"
 ]
}

 The dataset includes 924 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037582-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kq4qrs
title: Occurrence Download

description: A dataset containing 268 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Swertia cordata"
 ]
}

 The dataset includes 268 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037581-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m7cv5c
title: Occurrence Download

description: A dataset containing 59389 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Euphorbia paralias"
 ]
}

 The dataset includes 59389 records from 403 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037442-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c4bytr
title: Occurrence Download

description: A dataset containing 216745 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Euphorbia peplus"
 ]
}

 The dataset includes 216745 records from 1224 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037476-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.93se77
title: Occurrence Download

description: A dataset listing the 775 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((126.68547 2.5179,126.68016 -1.40728,129.70268 -1.30289,130.12576 3.18947,126.68547 2.5179))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Perciformes"
 ]
}

 The dataset's 775 records were derived from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000544-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ywqrnr
title: Occurrence Download

description: A dataset containing 468 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "TaxonKey is Piper auritum Kunth"
 ]
}

 The dataset includes 468 records from 64 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006239-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bwj5qs
title: Occurrence Download

description: A dataset containing 286 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Buddleja davidii",
 "Year 1970-2000"
 ]
}

 The dataset includes 286 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011330-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bakqqx
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"GADM_LEVEL_2_GID","value":"CHN.13.6_1","matchCase":false},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011329-260108223611665/datasets/export for details.
DOI: 10.15468/dl.axdwud
title: Occurrence Download

description: A dataset containing 337 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"GADM_LEVEL_2_GID","value":"USA.47.88_1","matchCase":false},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 337 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011331-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18254754
title: Hydro-seismic diagnostic features surrounding confirmed transitions (Bedretto & Utah FORGE)

description: This Zenodo archive contains the **hydro-seismic diagnostic features** computed around the **confirmed instability transitions** reported in our paper.

The dataset is designed to support:1) direct reproduction of the figures/tables describing hydro-seismic behavior around transitions, and  2) independent reuse for benchmarking event-rate / energy / spatial / magnitude diagnostics across field sites.

**Sites included**- Bedretto Underground Laboratory (ETH Zürich)  - Utah FORGE (DOE Geothermal Technologies Office)

**Temporal definition of a “transition”**A transition is a **confirmed instability onset** identified from λ″(t) candidate peaks and validated using independent physical diagnostics (rate, energy, space, and magnitude statistics).  For each confirmed transition, diagnostics are computed in a **±10 min** window (baseline vs post-onset), consistent with the paper’s Methods/Supplement (S4).
DOI: 10.5281/zenodo.18254753
title: Hydro-seismic diagnostic features surrounding confirmed transitions (Bedretto & Utah FORGE)

description: This Zenodo archive contains the **hydro-seismic diagnostic features** computed around the **confirmed instability transitions** reported in our paper.

The dataset is designed to support:1) direct reproduction of the figures/tables describing hydro-seismic behavior around transitions, and  2) independent reuse for benchmarking event-rate / energy / spatial / magnitude diagnostics across field sites.

**Sites included**- Bedretto Underground Laboratory (ETH Zürich)  - Utah FORGE (DOE Geothermal Technologies Office)

**Temporal definition of a “transition”**A transition is a **confirmed instability onset** identified from λ″(t) candidate peaks and validated using independent physical diagnostics (rate, energy, space, and magnitude statistics).  For each confirmed transition, diagnostics are computed in a **±10 min** window (baseline vs post-onset), consistent with the paper’s Methods/Supplement (S4).
DOI: 10.15468/dl.vspudv
title: Occurrence Download

description: A dataset containing 103 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cypripedium macranthos speciosum"
 ]
}

 The dataset includes 103 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011333-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17111412
title: ERA5 90-day running mean of 500 hPa geopotential height 1979-2019, 3-hourly

description: Climatology of 500 hPa geoptential height  in m²/s² as a 90-day running mean for each 3-hourly calendar time using 3-hourly data from 1979-2019. Dataformat is netcdf. Horizontal grid spacing is 0.5° on a regular lat/lon grid.



Each file Z90_<mmdd_hh> contains the 2D field for a calendar time with the time encoded in the file name where mm, dd, hh stand for the 2-digit months, day, hour in UTC. 

Variable Z(time, plev, lat, lon) 2D field

Variable plev: pressure level in Pa


Basis for computing year-round Atlantic-European weather regimes, published at https://doi.org/10.5281/zenodo.17080145 and documented in Grams (2026).

Contact: weatherregimes@gmail.com (Christian Grams)

Grams, C. M.: A life cycle definition of year-round weather regimes in the North Atlantic European region, EGUsphere [preprint], in review for Weather Clim. Dynam.,  https://doi.org/10.5194/egusphere-2025-6385, 2026.
DOI: 10.5281/zenodo.17111411
title: ERA5 90-day running mean of 500 hPa geopotential height 1979-2019, 3-hourly

description: Climatology of 500 hPa geoptential height  in m²/s² as a 90-day running mean for each 3-hourly calendar time using 3-hourly data from 1979-2019. Dataformat is netcdf. Horizontal grid spacing is 0.5° on a regular lat/lon grid.



Each file Z90_<mmdd_hh> contains the 2D field for a calendar time with the time encoded in the file name where mm, dd, hh stand for the 2-digit months, day, hour in UTC. 

Variable Z(time, plev, lat, lon) 2D field

Variable plev: pressure level in Pa


Basis for computing year-round Atlantic-European weather regimes, published at https://doi.org/10.5281/zenodo.17080145 and documented in Grams (2026).

Contact: weatherregimes@gmail.com (Christian Grams)

Grams, C. M.: A life cycle definition of year-round weather regimes in the North Atlantic European region, EGUsphere [preprint], in review for Weather Clim. Dynam.,  https://doi.org/10.5194/egusphere-2025-6385, 2026.
DOI: 10.5281/zenodo.18254855
title: Cladanthus Cass. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:44
DOI: 10.5281/zenodo.18254854
title: Cladanthus Cass. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:44
DOI: 10.15468/dl.bnkuyc
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"GADM_LEVEL_2_GID","value":"USA.47.89_1","matchCase":false},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 22 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011334-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18254867
title: Cladanthus mixtus (L.) Chevall. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:44
DOI: 10.5281/zenodo.18254868
title: Cladanthus mixtus (L.) Chevall. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:44
DOI: 10.15468/dl.c5axqw
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"GADM_LEVEL_2_GID","value":"CHN.13.7_1","matchCase":false},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011335-260108223611665/datasets/export for details.
DOI: 10.15468/dl.2dgp4c
title: Occurrence Download

description: A dataset containing 18978 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Melothria pendula"
 ]
}

 The dataset includes 18978 records from 470 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011332-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18254874
title: Cladium P.Browne. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:44
DOI: 10.5281/zenodo.18254875
title: Cladium P.Browne. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:44
DOI: 10.34740/kaggle/dsv/14505688
title: Trending Youtube Video Statistics (113 Countries)
DOI: 10.15468/dl.y8tt7s
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Buddleja macrostachya",
 "Year 1970-2000"
 ]
}

 The dataset includes 39 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011336-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kaz7ws
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"GADM_LEVEL_2_GID","value":"USA.47.91_1","matchCase":false},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 14 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011337-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.