cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.426h4n
title: Occurrence Download

description: A dataset containing 434 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Sphagneticola calendulacea"
 ]
}

 The dataset includes 434 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057631-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3hvvcj
title: Occurrence Download

description: A dataset containing 10039 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Callipepla douglasii"
 ]
}

 The dataset includes 10039 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057632-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wjjtfg
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Australia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Phascolarctos cinereus cinereus"
 ]
}

 The dataset includes 7 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057633-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r69hpk
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Huberimactra grayi",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057636-250827131500795/datasets/export for details.
DOI: 10.15468/dl.nmmr5x
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Australia",
 "Geometry POLYGON((147.49219 -38.56609,156.14013 -38.56609,156.14013 -30.17247,147.49219 -30.17247,147.49219 -38.56609))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Phascolarctos cinereus cinereus"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057634-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4yxwj3
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lasioderma serricorne",
 "Country is Japan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 15 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057639-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.98v5zm
title: Occurrence Download

description: A dataset containing 56430 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepidium coronopus"
 ]
}

 The dataset includes 56430 records from 640 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057560-250827131500795/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.30118717
title: ANOVA test results for environmental awareness

description: ANOVA test results for environmental awareness
DOI: 10.6084/m9.figshare.30118717.v1
title: ANOVA test results for environmental awareness

description: ANOVA test results for environmental awareness
DOI: 10.5281/zenodo.17110083
title: FT Certification and Multidimensional Poverty Variables

description: HE1: Access to adequate water systems.

HE2: Adequate sanitation access.

HE3: Type of fuel for cooking.

E1: Years of education for household members aged 15-49.

E2: School attendance.

E3: Illiteracy.

W1: Social Security.

W2: Underemployment.

W3: Child labor.

HO1: Access to electricity.

HO2: Floor material.

HO3: Roof material.

HO4: Wall material.

HO5: Overcrowding.

HO6: Heritage collection.
DOI: 10.5281/zenodo.17110084
title: FT Certification and Multidimensional Poverty Variables

description: HE1: Access to adequate water systems.

HE2: Adequate sanitation access.

HE3: Type of fuel for cooking.

E1: Years of education for household members aged 15-49.

E2: School attendance.

E3: Illiteracy.

W1: Social Security.

W2: Underemployment.

W3: Child labor.

HO1: Access to electricity.

HO2: Floor material.

HO3: Roof material.

HO4: Wall material.

HO5: Overcrowding.

HO6: Heritage collection.
DOI: 10.15468/dl.r4gfwa
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057640-250827131500795/datasets/export for details.
DOI: 10.15468/dl.t3z9hs
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lasioderma serricorne",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 40 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057641-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nv94bx
title: Occurrence Download

description: A dataset containing 3368 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Potentilla hippiana"
 ]
}

 The dataset includes 3368 records from 158 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057643-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7gqbk7
title: Occurrence Download

description: A dataset containing 5877 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Carex colchica"
 ]
}

 The dataset includes 5877 records from 208 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057647-250827131500795/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.29947694
title: Replication Data for: GARM (Gradient Aligned Regression with Multidecoder).

description: Replication Data for: GARM (Gradient Aligned Regression with Multidecoder), including:GO (Gene Ontology) gene-feature extracted by PCA with dim=256.scGPT (version: 0.2.1) gene-feature extracted by their gene(token)-level embedding.GenePT gene-feature (downloaded from https://zenodo.org/records/10833191, GenePT_gene_protein_embedding_model_3_text.pickle.)5099 gene signatures (set and list) from GO and mTILs (malignant tumor infiltration lymphocytes).One cross-dataset prediction dataset based on four datasets, HepG2, Jurkat, K562, RPE1, (TPM and log-transformed) aggregated in pseudo-bulk level.
DOI: 10.6084/m9.figshare.29947694.v3
title: Replication Data for: GARM (Gradient Aligned Regression with Multidecoder).

description: Replication Data for: GARM (Gradient Aligned Regression with Multidecoder), including:GO (Gene Ontology) gene-feature extracted by PCA with dim=256.scGPT (version: 0.2.1) gene-feature extracted by their gene(token)-level embedding.GenePT gene-feature (downloaded from https://zenodo.org/records/10833191, GenePT_gene_protein_embedding_model_3_text.pickle.)5099 gene signatures (set and list) from GO and mTILs (malignant tumor infiltration lymphocytes).One cross-dataset prediction dataset based on four datasets, HepG2, Jurkat, K562, RPE1, (TPM and log-transformed) aggregated in pseudo-bulk level.
DOI: 10.6084/m9.figshare.29947694.v2
title: Replication Data for: GARM (Gradient Aligned Regression with Multidecoder).

description: Replication Data for: GARM (Gradient Aligned Regression with Multidecoder), including:GO (Gene Ontology) gene-feature extracted by PCA with dim=256.scGPT (version: 0.2.1) gene-feature extracted by their gene(token)-level embedding.GenePT gene-feature (downloaded from https://zenodo.org/records/10833191, GenePT_gene_protein_embedding_model_3_text.pickle.)5099 gene signatures (set and list) from GO and mTILs (malignant tumor infiltration lymphocytes).One cross-dataset prediction dataset based on four datasets, HepG2, Jurkat, K562, RPE1, (TPM and log-transformed) aggregated in pseudo-bulk level. (2025-08-19)
DOI: 10.15468/dl.a6wp5x
title: Occurrence Download

description: A dataset containing 38247 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Potamogeton nodosus"
 ]
}

 The dataset includes 38247 records from 872 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057642-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.i7jhsg
title: Occurrence Download

description: A dataset containing 630965 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Reptilia",
 "TaxonKey is Amphibia"
 ]
 },
 "Country is Mexico"
 ]
}

 The dataset includes 630965 records from 150 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000010-150721130643939/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wq3u8v
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Octomeria bradei Schltr."
 ]
}

 The dataset includes 34 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0180868-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f7gjpv
title: Occurrence Download

description: A dataset containing 57 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Country is Spain",
 "Geometry POLYGON((-4.56178 39.91249,-3.18662 39.97534,-3.19205 40.52899,-4.50501 40.50982,-4.56809 40.21098,-4.56178 39.91249))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Silene vulgaris (Moench) Garcke",
 "Year 2000-2020"
 ]
}

 The dataset includes 57 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060159-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x4mwh6
title: Occurrence Download

description: A dataset containing 9948 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Bees of Canada / Gschwendtner property collection"
 ]
}

 The dataset includes 9948 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0111236-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.crnq5d
title: Occurrence Download

description: A dataset containing 523965 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dactylis glomerata L."
 ]
}

 The dataset includes 523965 records from 828 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000010-150811131857512/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g2ylpu
title: Occurrence Download

description: A dataset containing 147 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ficus pumila var. awkeotsang (Makino) Corner"
 ]
}

 The dataset includes 147 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009899-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hs4jrg
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "GadmGid is COL.15.89_2",
 "OccurrenceStatus is Present",
 "TaxonKey is Siluriformes"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0192686-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jgctl2
title: Occurrence Download

description: A dataset containing 149 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chrysomela saliceti (Weise, 1884)"
 ]
}

 The dataset includes 149 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000010-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4qg2h7
title: Occurrence Download

description: A dataset containing 226042 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Deschampsia flexuosa (L.) Trin."
 ]
}

 The dataset includes 226042 records from 705 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005167-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e9u6x9
title: Occurrence Download

description: A dataset containing 54 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cynoglossus lachneri Menon, 1977"
 ]
}

 The dataset includes 54 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052620-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5umyqd
title: Occurrence Download

description: A dataset containing 231 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Voyriella (Miq.) Miq."
 ]
}

 The dataset includes 231 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0273538-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tq57f2
title: Occurrence Download

description: A dataset containing 1115 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Taiwania cryptomerioides Hayata"
 ]
}

 The dataset includes 1115 records from 82 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017499-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6zpszz
title: Occurrence Download

description: A dataset containing 9473605 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "Year 1901-2023"
 ]
}

 The dataset includes 9473605 records from 4161 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019341-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/kfnaep
title: Florida Keys Reef Visual Census 1998

description: In 1998, the Florida Fish and Wildlife Conservation Commission's (FWC) Fisheries Independent Monitoring (FIM) program began a long-term monitoring effort of key reef fish populations in the Florida Keys National Marine Sanctuary. This effort was aimed at evaluating the relative abundance, size structure, and habitat utilization of specific reef fish species that are targeted by commercial and recreational fisheries.
DOI: 10.60541/v6h2-s383
title: Driver Education, Training, & Testing

description: This dataset examines state statutes and regulations related to driver education, training, and testing requirements for novice drivers and is one of two related datasets on the topic of novice driver licensing laws. Together comprising 93 variables, the datasets categorize and describe state laws for all 50 states and the District of Columbia related to driver education, training, and testing, and novice driver licensing. 
 
The significant variation in driver licensing laws and how they are implemented and enforced across jurisdictions presents a challenge for understanding how laws affect crash outcomes and identifying effective policy interventions. This dataset provides a detailed snapshot of each state’s laws related to driver education, training, and testing, including classroom and behind-the-wheel driver education requirements (e.g., curricula, instructor, format, and driving environments); supervised practice driving; parental involvement, including laws that allow parents to serve as classroom and/or behind-the-wheel instructors; written and road-testing, including language access and disability accommodations; scholarships and subsidies for driver education; and vision testing requirements.

This dataset includes law from all 50 states and the District of Columbia in effect as of December 31, 2021.

This project was originally supported by Cooperative Agreement 693JJ922RQ000096—Identifying Opportunities to Enhance Uniformity of State Motor Vehicle Licensing Laws, Countermeasures, and Practices, awarded by the U.S. Department of Transportation, National Highway Traffic Safety Administration. The opinions contained herein are those of the authors or contributors and do not necessarily represent the official position or policies of the U.S. Department of Transportation. References to specific individuals, agencies, companies, products, or services should not be considered an endorsement by the authors or the U.S. Department of Transportation. Rather, the references are illustrations to supplement discussion of the issues.
DOI: 10.5281/zenodo.15635244
title: Static tests result for [0]8 GFRP laminates
DOI: 10.5281/zenodo.15635245
title: Static tests result for [0]8 GFRP laminates
DOI: 10.15468/419say
title: Florida Keys Reef Visual Census 1997

description: In 1998, the Florida Fish and Wildlife Conservation Commission?s (FWC) Fisheries Independent Monitoring (FIM) program began a long-term monitoring effort of key reef fish populations in the Florida Keys National Marine Sanctuary. This effort was aimed at evaluating the relative abundance, size structure, and habitat utilization of specific reef fish species that are targeted by commercial and recreational fisheries.
DOI: 10.15468/es1iso
title: Florida Keys Reef Visual Census 2003

description: In 1998, the Florida Fish and Wildlife Conservation Commission's (FWC) Fisheries Independent Monitoring (FIM) program began a long-term monitoring effort of key reef fish populations in the Florida Keys National Marine Sanctuary. This effort was aimed at evaluating the relative abundance, size structure, and habitat utilization of specific reef fish species that are targeted by commercial and recreational fisheries.
DOI: 10.15468/nuqkih
title: Florida Keys Reef Visual Census 2004

description: In 1998, the Florida Fish and Wildlife Conservation Commission's (FWC) Fisheries Independent Monitoring (FIM) program began a long-term monitoring effort of key reef fish populations in the Florida Keys National Marine Sanctuary. This effort was aimed at evaluating the relative abundance, size structure, and habitat utilization of specific reef fish species that are targeted by commercial and recreational fisheries.
DOI: 10.15468/dl.34m7z8
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hemisus guineensis Cope, 1865",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((15.4784 -23.4046,15.4933 -24.0715,20.509 -24.0715,20.509 -24.0455,20.0952 -23.5072,19.9968 -23.017,19.7843 -22.5405,19.1988 -21.8785,18.5972 -21.5447,17.8859 -21.3993,17.1626 -21.4805,16.5332 -21.7596,16.1257 -22.0882,15.8234 -22.4662,15.606 -22.8993,15.4784 -23.4046))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034312-250525065834625/datasets/export for details.
DOI: 10.34943/bc7d0fd7-4d0b-4cf4-b702-820b8101c29b
title: China Creek Oxygen Sensor Deployed 2025-06-05

description: The Sea-Bird SBE 63 Dissolved Oxygen Sensor 632209 was deployed on 2025-06-05 at China Creek. China Creek is located in the Alberni Inlet, which is a long, narrow inlet on Vancouver Island. This device is a Oxygen Sensor. Oxygen sensors measure dissolved oxygen concentration in seawater. It was deployed on a fixed platform. Data from this deployment were archived and made available through Ocean Networks Canada's Oceans 3.0 digital infrastructure, with quality assurance and derived data products following established practices.
DOI: 10.15468/zq1ep2
title: Florida Keys Reef Visual Census 2005

description: In 1998, the Florida Fish and Wildlife Conservation Commission's (FWC) Fisheries Independent Monitoring (FIM) program began a long-term monitoring effort of key reef fish populations in the Florida Keys National Marine Sanctuary. This effort was aimed at evaluating the relative abundance, size structure, and habitat utilization of specific reef fish species that are targeted by commercial and recreational fisheries.
DOI: 10.34943/994eaa74-d391-40c4-9667-f20bcfd42cc9
title: China Creek Fluorometer Deployed 2025-06-05

description: The WET Labs ECO FLRT 6083 was deployed on 2025-06-05 at China Creek. China Creek is located in the Alberni Inlet, which is a long, narrow inlet on Vancouver Island. This device is a Fluorometer. Fluorometers measure the amount of stimulated electromagnetic radiation (fluorescence) produced by pulses of electromagnetic radiation emitted into the water column. It was deployed on a fixed platform. Data from this deployment were archived and made available through Ocean Networks Canada's Oceans 3.0 digital infrastructure, with quality assurance and derived data products following established practices.