cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5880/crc1211db.42
title: Ln/Tn data for IRSL rock surface dating of marine cobbles

description: The dataset summarizes measurement data that were used to calculate IRSL rock surface burial ages for Holocene and Pleistocene littoral cobbles from Chile. It consists of sensitivity-corrected natural luminescence signals (Ln/Tn values) from the surfaces of 12 cobbles. For each sample Ln/Tn values for the uppermost 10-20 mm are presented in 1-mm steps. The information inferred from this dataset was used to investigate luminescence signal resetting in the littoral zone and to date Pleistocene marine terraces.
DOI: 10.15468/dl.s9x6dh
title: Occurrence Download

description: A dataset containing 248 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Annotated checklist of the family Scathophagidae (Diptera) in Central Europe, with new faunistics data on some species"
 ]
}

 The dataset includes 248 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003857-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/13835301
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.5281/zenodo.15578350
title: INNOVATIVE TEACHING TECHNOLOGIES IN FINE ARTS CLASSES
DOI: 10.5281/zenodo.15578351
title: INNOVATIVE TEACHING TECHNOLOGIES IN FINE ARTS CLASSES
DOI: 10.3886/icpsr39348
title: States' COVID-19 Mitigation Policies and Psychological Health, Drug Overdose, and Suicide Among United States Adults, 2018-2021
title: Archival Version

description: This study's objective is to assess how state-level COVID-19 mitigation policies have affected psychological health and related mortality from drug overdose and suicide among working age and older adults. Research to date has investigated how state-level COVID-19 policies in the United States--specifically those limiting in-person activities (e.g., stay-at-home orders, school closures) and those providing economic support (e.g., direct cash payments, eviction moratoria)--were associated with drug overdose mortality rates among U.S. working-age adults (25-64 years) during 2020 (Wolf et al., 2024). Research has also identified shifts in the predictive importance of key contextual variables--including socioeconomic conditions, racial-ethnic composition, population health profiles, and physician supply--for all-cause mortality, drug poisoning, and COVID-19-related deaths (Montez et al., 2024).
The ICPSR provides variable-level metadata for the data associated with this study. The actual data may only be available from the Principal Investigator directly. The variable descriptions available through ICPSR also include information regarding the source of each variable listed, as does the Data Source field of these metadata.
description: Datasets: 
DS0: Study-Level Files
DS1: State COVID-19 Policies and Drug Overdose Mortality Among Working-Age Adults in the United States, 2020
DS2: Stability and Volatility in the Contextual Predictors of Working-Age Mortality in the United States, 2018-2021
description: Counties in the United States. (For DS1, counties in Alaska, Hawaii, and Connecticut are excluded.).
DOI: 10.3886/icpsr39348.v1
title: States' COVID-19 Mitigation Policies and Psychological Health, Drug Overdose, and Suicide Among United States Adults, 2018-2021
title: Version 1

description: This study's objective is to assess how state-level COVID-19 mitigation policies have affected psychological health and related mortality from drug overdose and suicide among working age and older adults. Research to date has investigated how state-level COVID-19 policies in the United States--specifically those limiting in-person activities (e.g., stay-at-home orders, school closures) and those providing economic support (e.g., direct cash payments, eviction moratoria)--were associated with drug overdose mortality rates among U.S. working-age adults (25-64 years) during 2020 (Wolf et al., 2024). Research has also identified shifts in the predictive importance of key contextual variables--including socioeconomic conditions, racial-ethnic composition, population health profiles, and physician supply--for all-cause mortality, drug poisoning, and COVID-19-related deaths (Montez et al., 2024).
The ICPSR provides variable-level metadata for the data associated with this study. The actual data may only be available from the Principal Investigator directly. The variable descriptions available through ICPSR also include information regarding the source of each variable listed, as does the Data Source field of these metadata.
description: Datasets: 
DS0: Study-Level Files
DS1: State COVID-19 Policies and Drug Overdose Mortality Among Working-Age Adults in the United States, 2020
DS2: Stability and Volatility in the Contextual Predictors of Working-Age Mortality in the United States, 2018-2021
description: Counties in the United States. (For DS1, counties in Alaska, Hawaii, and Connecticut are excluded.).
DOI: 10.15468/dl.vyuf44
title: Occurrence Download

description: A dataset containing 1760 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hesperomeles ferruginea"
 ]
}

 The dataset includes 1760 records from 95 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006276-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5683/sp3/yqpeju
title: Search strategy for Does co-administration of cannabidiol influence the plasma availability of delta-9-tetrahydrocannabinol in humans? A systematic review and meta-analysis

description: Ce jeu de données contient les stratégies de recherche pour les banques de données suivantes : MEDLINE (OVID), EMBASE (OVID), EBM Reviews (OVID), PsycInfo (Ovid), CINAHL Complete (EBSCO), Web of Science et Google Scholar. Les concepts recherchés sont "cannabidiol", "dronabinol", "drug combinations". La recherche a été effectuée le 29 janvier 2024. Deux mises à jours ont été effectuées le 9 janvier 2025 et le 21 novembre 2025.
DOI: 10.15468/dl.qkzn9p
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mammalia",
 "HasCoordinate is true",
 "DatasetKey is iNaturalist Research-grade Observations",
 "Geometry POLYGON ((-119.8883 35.04544, -119.8879 35.04615, -119.8892 35.04659, -119.8897 35.04634, -119.8899 35.04615, -119.89 35.04578, -119.8901 35.04506, -119.8883 35.04544))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006277-251120083545085/datasets/export for details.
DOI: 10.15468/dl.bm5t28
title: Occurrence Download

description: A dataset containing 22396 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Schinus molle"
 ]
}

 The dataset includes 22396 records from 497 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006278-251120083545085/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.30698069
title: “All the magic happens in between therapy sessions”: Speech-language pathologists’ experiences of collaborative approaches with families

description: Interest is growing for collaborative approaches in speech-language pathology. How these approaches can be achieved with families is less commonly discussed in research. This study explores speech-language pathologists’ perspectives and experiences in implementing collaborative approaches with children and families in clinical and research settings. An online survey was conducted to explore questions: 1) What do speech-language pathologists perceive to be the core elements of collaborative approaches with children and families? and, 2) How do speech-language pathologists implement collaborative approaches in practice? Qualitative Content Analysis informed findings about categories and frequency of important elements. Findings show that speech-language pathologist knowledge, skills, and confidence, as well as advocacy and resourcing of services and systems, are required for implementation. Strategies centred on collaborative decision-making, with further emphasis on how communication occurs, facilitation of an identified collaborative approach, and relationships between all involved. Findings contribute to literature through a focus on <i>how</i> collaborative approaches are implemented with children and families, and using Qualitative Content Analysis, what is most important in speech-language pathology. Findings strengthen collective understanding of implementation and bring focus to an often-tacit process and knowledge, which serves to democratise clinical and research practice.
DOI: 10.6084/m9.figshare.30698069.v1
title: “All the magic happens in between therapy sessions”: Speech-language pathologists’ experiences of collaborative approaches with families

description: Interest is growing for collaborative approaches in speech-language pathology. How these approaches can be achieved with families is less commonly discussed in research. This study explores speech-language pathologists’ perspectives and experiences in implementing collaborative approaches with children and families in clinical and research settings. An online survey was conducted to explore questions: 1) What do speech-language pathologists perceive to be the core elements of collaborative approaches with children and families? and, 2) How do speech-language pathologists implement collaborative approaches in practice? Qualitative Content Analysis informed findings about categories and frequency of important elements. Findings show that speech-language pathologist knowledge, skills, and confidence, as well as advocacy and resourcing of services and systems, are required for implementation. Strategies centred on collaborative decision-making, with further emphasis on how communication occurs, facilitation of an identified collaborative approach, and relationships between all involved. Findings contribute to literature through a focus on <i>how</i> collaborative approaches are implemented with children and families, and using Qualitative Content Analysis, what is most important in speech-language pathology. Findings strengthen collective understanding of implementation and bring focus to an often-tacit process and knowledge, which serves to democratise clinical and research practice.
DOI: 10.15468/dl.x4rhe3
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mammalia",
 "HasCoordinate is true",
 "DatasetKey is iNaturalist Research-grade Observations",
 "Geometry POLYGON ((-119.896 35.04811, -119.895 35.04811, -119.8951 35.05008, -119.8964 35.05009, -119.897 35.04811, -119.896 35.04811))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006281-251120083545085/datasets/export for details.
DOI: 10.13140/rg.2.2.29480.84489
title: tick eradication measures
DOI: 10.7910/dvn/erhyh7
title: Replication Data for: Risk Managers in Banks

description: Code and pseudo data for "Risk Managers in Banks". Forthcoming in The Review of Financial Studies.
description: Stata, 18
DOI: 10.5281/zenodo.17703026
title: GRM™ Dataset & Software 1.0: Multilayer Temporal Analysis Framework

description: GRM™ 1.0 (Galactic Resonance Matrix) is a fully specified analytical framework for reconstructing and interpreting multilayer temporal dynamics across physical, technological, biological and informational systems.

 

This release contains:

• GRM™ Dataset 1.0 – a standardized multilayer dataset structure (L1–L4) with synchronized sampling and complete metadata definition  

• GRM™ Software Core 1.0 – a deterministic computational pipeline implementing TSV(t), TMap(t), cross-layer dynamics, MLCI(t), TSL/TEL, CTCL/TCL and GRM_Output(t)

 

The framework provides:

• a mathematically defined method for analyzing complex temporal systems  

• a reproducible pipeline from raw signals to structured temporal maps  

• a complete validation protocol (V1–V8)  

• synthetic, hybrid and real test environments  

• an integration API  

• practical recommendations for research and experimental use

 

GRM™ 1.0 is designed as a research-ready system, enabling consistent, domain-independent analysis with full reproducibility.

 

Legal and ethical notices are included to ensure compliance with EU and US research standards.
DOI: 10.5281/zenodo.17703027
title: GRM™ Dataset & Software 1.0: Multilayer Temporal Analysis Framework

description: GRM™ 1.0 (Galactic Resonance Matrix) is a fully specified analytical framework for reconstructing and interpreting multilayer temporal dynamics across physical, technological, biological and informational systems.

 

This release contains:

• GRM™ Dataset 1.0 – a standardized multilayer dataset structure (L1–L4) with synchronized sampling and complete metadata definition  

• GRM™ Software Core 1.0 – a deterministic computational pipeline implementing TSV(t), TMap(t), cross-layer dynamics, MLCI(t), TSL/TEL, CTCL/TCL and GRM_Output(t)

 

The framework provides:

• a mathematically defined method for analyzing complex temporal systems  

• a reproducible pipeline from raw signals to structured temporal maps  

• a complete validation protocol (V1–V8)  

• synthetic, hybrid and real test environments  

• an integration API  

• practical recommendations for research and experimental use

 

GRM™ 1.0 is designed as a research-ready system, enabling consistent, domain-independent analysis with full reproducibility.

 

Legal and ethical notices are included to ensure compliance with EU and US research standards.
DOI: 10.15468/dl.qq2yey
title: Occurrence Download

description: A dataset containing 58387 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is New Zealand",
 "IsInCluster is false",
 "OccurrenceStatus is Present",
 "OrganismQuantity 0.0-1.0",
 "TaxonKey is Arthropoda"
 ]
}

 The dataset includes 58387 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006273-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5avsm8
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mammalia",
 "HasCoordinate is true",
 "DatasetKey is iNaturalist Research-grade Observations",
 "Geometry POLYGON ((-115.6718 34.77101, -115.6563 34.77313, -115.6603 34.78438, -115.672 34.78303, -115.6718 34.77101))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006283-251120083545085/datasets/export for details.
DOI: 10.15468/dl.qcq5y2
title: Occurrence Download

description: A dataset containing 148 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Human Observation, Material sample, Material citation, Occurrence evidence)",
 "Continent is South America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Cebus aequatorialis, Cebus albifrons aequatorialis)"
 ]
}

 The dataset includes 148 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006284-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yusz3g
title: Occurrence Download

description: A dataset containing 720 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "Geometry POLYGON((-2.20243 43.75104,-9.07596 43.92561,-9.22118 42.40761,-6.51049 41.97726,-7.13976 37.09021,-5.49398 35.88382,-1.66998 36.54772,0.55666 38.84544,-0.07261 39.5208,2.68648 41.5802,-2.20243 43.75104))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "PublishingOrg is one of (7b4f2f30-a456-11d9-8049-b8a03c50a862, 0363cbd4-f666-455e-8e86-0bbddcf51950, 8209258a-80e8-4094-aba2-a3febe5ed45b)",
 "TaxonKey is Senecio lividus"
 ]
}

 The dataset includes 720 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006285-251120083545085/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.29866391.v1
title: Helene Polymer Characterization and Morphology Data

description: Polymer data of microplastics characterized with the Raman Mass Spec along with shape profile.
DOI: 10.15468/dl.qpkd3n
title: Occurrence Download

description: A dataset containing 5636 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Salix humboldtiana"
 ]
}

 The dataset includes 5636 records from 326 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006288-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xbq4xr
title: Occurrence Download

description: A dataset containing 27941 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Anatidae, Anhimidae, Podicipedidae, Phoenicopteridae, Spheniscidae, Diomedeidae, Procellariidae, Hydrobatidae, Phaethontidae, Ciconiidae, Sulidae, Phalacrocoracidae, Anhingidae, Fregatidae, Pelecanidae, Ardeidae, Threskiornithidae, Pandionidae, Accipitridae, Aramidae, Rallidae, Heliornithidae, Eurypygidae, Charadriidae, Haematopodidae, Recurvirostridae, Burhinidae, Scolopacidae, Jacanidae, Stercorariidae, Laridae, Rynchopidae, Opisthocomidae, Alcedinidae, Furnariidae, Tyrannidae, Hirundinidae, Troglodytidae, Donacobiidae, Cinclidae, Thraupidae, Parulidae, Icteridae)",
 "Year 2025-2025"
 ]
}

 The dataset includes 27941 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006287-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.39syx9
title: Occurrence Download

description: A dataset containing 320 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ateles hybridus"
 ]
}

 The dataset includes 320 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006289-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qygqzn
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mammalia",
 "HasCoordinate is true",
 "DatasetKey is iNaturalist Research-grade Observations",
 "Geometry POLYGON ((-115.6827 34.69691, -115.6832 34.69857, -115.6855 34.69781, -115.6847 34.69617, -115.6827 34.69691))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006290-251120083545085/datasets/export for details.
DOI: 10.26008/1912/bco-dmo.984479.1
title: CTD Bottle Data from R/V Sally Ride cruise SR2114 in the Eastern Tropical North Pacific, December 2021–January 2022 (N-loss in the ETNP ODZ project)

description: This dataset contains results from Niskin bottle samples collected during CTD casts taken for nutrient concentration as well as the N isotopic composition of nitrate (NO3-). Corresponding CTD data measured at the same depths as the bottle samples are also included within the primary data file. CTD casts were carried out at fixed stations along the ship’s track to calibrate float sensor results as well as document variability associated with mesoscale features.  

The associated cruise on the R/V Sally Ride, cruise SR2114, took place between 21 Dec 2021 and 21 Jan 2022 along a track between Costa Rica and San Diego, USA, transecting the oxygen-deficient zone (ODZ) of the Eastern Tropical North Pacific.  This cruise was in support of an NSF-funded project to develop an autonomous float array to study nitrogen loss (N-loss) processes in this region.
DOI: 10.5281/zenodo.17703086
title: Strain-driven domain wall network with chiral junctions in an antiferromagnet
DOI: 10.5281/zenodo.17703087
title: Strain-driven domain wall network with chiral junctions in an antiferromagnet
DOI: 10.15468/dl.37w9rv
title: Occurrence Download

description: A dataset containing 100 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((3 42,5.5 42,5.5 44.8,3 44.8,3 42))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Callinectes sapidus"
 ]
}

 The dataset includes 100 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006291-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5066/p13hbsmv
title: Cosmogenic Nuclide, Thermally Transferred Optically Stimulated Luminescence, and Paleomagnetic data from cave sediments from Fitton Cave, northern Arkansas

description: This data release contains tabular data (comma-separated-value format) obtained for analyses of cosmogenic nuclides, thermally transferred optically stimulated luminescence, and paleomagnetism that were collected to constrain the age of sediments within Fitton Cave, Buffalo National River, north-central Arkansas.
DOI: 10.15468/dl.yqrfpg
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Argentina",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Eleocharis hatschbachii"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008194-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ev45z5
title: Occurrence Download

description: A dataset containing 1809 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Centaurea melitensis",
 "GadmGid is one of (USA.6_1, USA.17_1, USA.27_1, USA.28_1, USA.32_1, USA.35_1, USA.37_1, USA.42_1, USA.44_1, USA.51_1)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Human Observation, Machine Observation)"
 ]
}

 The dataset includes 1809 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008193-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kku2hv
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Argentina",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Eleocharis glaucovirens"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008195-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18332882
title: Nansei-Islands-larval-dispersal-network

description: Data for peer review.
DOI: 10.5281/zenodo.15386315
title: Nansei-Islands-larval-dispersal-network

description: Data for peer review.