cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15483663
title: Datasets and Code Associated with USEPA/Minnesota Department of Health CEC Workflow (Collaborator Resources)

description: This restricted repository contains data files and code for scoring chemicals of emerging concern in drinking water on the basis of exposure, in support of the publication Screening for Drinking Water Contaminants of Concern Using an Automated Exposure-Focused Workflow (Isaacs et al. 2022). https://www.nature.com/articles/s41370-023-00552-y. This location is for sharing data and code with EPA collaborators.
DOI: 10.15468/dl.xdtrs6
title: Occurrence Download

description: A dataset containing 83 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is one of (Guyana, Venezuela (Bolivarian Republic of), Trinidad and Tobago)",
 "TaxonKey is Leopardus pardalis (Linnaeus, 1758)"
 ]
}

 The dataset includes 83 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000097-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14364264
title: Vapor pressure (logVP) dataset curated and enriched using the Enalos tools and Enalos KNIME nodes for machine learning analysis

description: A curated and enriched dataset for log-transormed vapor pressure at 24˚C of small molecules, intended for in silico model development.  The dataset originates from the US EPA EPI Suite, filtered according to Zang et al. (2017). https://doi.org/10.1021/acs.jcim.6b00625. The curated logVP dataset comprises 2713 compounds enriched with 777 molecular descriptors extracted from their 2D structure using EnalosMold2 KNIME node.

More curated datasets are available via chemPharos: https://db.chempharos.eu/datasets/Datasets.zul
DOI: 10.5281/zenodo.14364265
title: Vapor pressure (logVP) dataset curated and enriched using the Enalos tools and Enalos KNIME nodes for machine learning analysis

description: A curated and enriched dataset for log-transormed vapor pressure at 24˚C of small molecules, intended for in silico model development.  The dataset originates from the US EPA EPI Suite, filtered according to Zang et al. (2017). https://doi.org/10.1021/acs.jcim.6b00625. The curated logVP dataset comprises 2713 compounds enriched with 777 molecular descriptors extracted from their 2D structure using EnalosMold2 KNIME node.

More curated datasets are available via chemPharos: https://db.chempharos.eu/datasets/Datasets.zul
DOI: 10.15468/dl.gp2as7
title: Occurrence Download

description: A dataset listing the 1859 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-58.36269 -34.59541,-58.35964 -34.60747,-58.35905 -34.60888,-58.35697 -34.6154,-58.35682 -34.61701,-58.35535 -34.6204,-58.35354 -34.62221,-58.3433 -34.62337,-58.33903 -34.62273,-58.33812 -34.61794,-58.33774 -34.61562,-58.33942 -34.61177,-58.34161 -34.60776,-58.34304 -34.60544,-58.34498 -34.60169,-58.34743 -34.59936,-58.35468 -34.59334,-58.36269 -34.59541))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 1859 records were derived from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000085-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/7j9j-rd87
title: Indian Road Driver’s View (IRDV) Dataset

description: Adverse driving conditions like darkness, rain, and fog present significant challenges to professional drivers as well as to computer vision algorithms in autonomous vehicles. One potential solution is to use an on-board system for real-time image translation, transforming weather-affected images into clear ones. While methods like autoencoder and pix2pixGAN are effective for similar translation problems, the lack of paired images for training makes it infeasible to train these models. This paper solves this issue by generating a synthetic dataset using a combination of physics-inspired translation and style transfer. The novelty lies in the physics models that transform images based on physical laws, while style transfer makes the output images look realistic. An experiment was designed to create an image dataset of Indian road images under proper daylight conditions. This dataset is named the Indian Road Driver’s View (IRDV) Dataset. Several locations with varying road types, such as urban, rural, highways, and environmental conditions, were chosen to capture a diverse range of road scenes. The cities selected to capture road images are Guwahati, Hyderabad, Kolkata, Chennai, Jaipur, Mumbai, Bengaluru, Gandhinagar, and New Delhi. experiment was conducted during clear daylight conditions to ensure proper lighting across all captured images. Smartphone cameras were mounted on the car bonnet. Auto settings of shutter speed and ISO were used to ensure well-exposed images without overexposure or underexposure issues. Careful attention was paid to the position and orientation of the camera relative to the sun’s direction to avoid glare and lens flares and enhance the clarity of the captured images. Videos were captured systematically to ensure coverage of different road types, traffic conditions, and lighting angles, and frames were extracted at intermittent intervals to ensure variations.
DOI: 10.15468/dl.m3ww82
title: Occurrence Download

description: A dataset containing 9339 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Lyonia ovalifolia (Wall.) Drude"
 ]
}

 The dataset includes 9339 records from 110 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005936-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jaupqq
title: Occurrence Download

description: A dataset containing 141 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"GADM_LEVEL_2_GID","value":"USA.5.20_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 141 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007472-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wryenr
title: Occurrence Download

description: A dataset containing 10859 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (United States of America, Mexico, Canada)",
 "Geometry POLYGON((-132.55626 48.30268,-121.75626 1.31239,-38.95626 9.66632,-36.55626 51.39628,-132.55626 48.30268))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Geotrupidae"
 ]
}

 The dataset includes 10859 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007471-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18237360
title: Asplenium resiliens Kunze. 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 16:31
DOI: 10.15468/dl.h7mpxf
title: Occurrence Download

description: A dataset containing 2134 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Campanula uniflora L.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2134 records from 75 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0257616-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h7um7k
title: Occurrence Download

description: A dataset containing 3867 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Deschampsia media (Gouan) Roem. & Schult.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3867 records from 75 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0295568-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h7zrp9
title: Occurrence Download

description: A dataset containing 59 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Linum decumbens Desf.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 59 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0300372-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h82rpc
title: Occurrence Download

description: A dataset containing 1921 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Geropogon hybridus (L.) Sch.Bip.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1921 records from 82 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0298359-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h8388z
title: Occurrence Download

description: A dataset containing 7947 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dicentra formosa (Andrews) Walp.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 7947 records from 118 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0259343-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h84m6s
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pilosella subrubens (Arv.-Touv.) Zahn",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 10 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0295095-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h89zk7
title: Occurrence Download

description: A dataset containing 121 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Moltkia suffruticosa (L.) Brand",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 121 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0263864-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h8hzsh
title: Occurrence Download

description: A dataset containing 100 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Artemisia santonicum Gutermann",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 100 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0288173-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h8y5qk
title: Occurrence Download

description: A dataset containing 81 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trisetum rigidum (M.Bieb.) Roem. & Schult.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 81 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0415595-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h97t98
title: Occurrence Download

description: A dataset containing 62 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Campanula morettiana Rchb.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 62 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0290814-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h9a6y8
title: Occurrence Download

description: A dataset containing 31893 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Andryala integrifolia L.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 31893 records from 246 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0256420-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h9apqq
title: Occurrence Download

description: A dataset containing 1106 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Adonis pyrenaica DC.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1106 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0285878-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h9dasc
title: Occurrence Download

description: A dataset containing 375 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pilosella stoloniflora (Waldst. & Kit.) F.W.Schultz & Sch.Bip.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 375 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0416379-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h9gtpa
title: Occurrence Download

description: A dataset containing 12999 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Galatella linosyris (L.) Rchb.fil.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 12999 records from 199 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0297780-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h9zgpc
title: Occurrence Download

description: A dataset containing 452118 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dryopteris filix-mas (L.) Schott",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 452118 records from 909 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0295960-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/qdp-vc2-g9x
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3p7-07v-l1y
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k10-xz6-byy
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2q2-4rh-xg4
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qr8-a0z-gyr
title: Naticarius stercusmuscarum (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3b0-503-g1x
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ktn-7gq-pss
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/we4-4sy-563
title: Balclutha Kirkaldy, 1900

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/f1s-pnc-pkx
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tgy-ffd-q5y
title: Dendrophyllia cornigera (Lamarck, 1816)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mnv-k40-lyq
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pxg-z67-kj8
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wld-mcy-8em
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jd8-hvp-lnd
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vsz-jl3-p69
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/773-znn-t7a
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a93-n4h-q50
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qa8-b5v-35g
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/813-exm-8sq
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/e6a-v5k-4z2
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/glt-nyc-566
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wr0-y0h-262
title: Odontaspis

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/d24-bke-qze
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/j60-s3a-1cg
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k0e-sjl-5fj
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/w8k-cax-d46
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/l42-p3z-7qy
title: Ostracoda Latreille, 1802

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/020-sq2-6mg
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xyd-ewl-3b9
title: Clypeaster Lamarck, 1801

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2a7-9zh-xjc
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p60-ghg-228
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gzf-fa5-2x3
title: †Horridonia Chao, 1927

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rkn-mmb-927
title: Lopha Röding, 1798

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p79-4xx-ly5
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4v4-skh-6w5
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.g6j6y8
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Panicum repens",
 "Country is Timor-Leste",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023221-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/dv6-8r6-nnt
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/eb3-mkt-tnw
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.v3bqvg
title: Occurrence Download

description: A dataset containing 857217 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Picea abies",
 "BasisOfRecord is one of (Human Observation)"
 ]
}

 The dataset includes 857217 records from 1271 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028687-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/h759-ys05
title: Big Moose Lake diatom surface sample dataset

description: Raw data for the Big Moose Lake diatom surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/ep8n-8122
title: Ueno ostracode surface sample dataset

description: Raw data for the Ueno ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/a6p0-4v94
title: Wabikon Lake water chemistry dataset

description: Raw data for the Wabikon Lake water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.