cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.8p8p5e
title: Occurrence Download

description: A dataset containing 283 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Abactochromis labrosus, Acanthocleithron chapini, Acanthopagrus berda, Acapoeta tanganicae, Acentrogobius audax, Acentrogobius nebulosus, Acentrogobius therezieni, Acipenser sturio, Afronandus sheljuzhkoi, Afronemacheilus abyssinicus, Agonostomus catalai, Agonostomus telfairii, Alburnus alburnus, Alcolapia alcalica, Alcolapia grahami, Alcolapia latilabris, Alcolapia ndalalani, Alestes ansorgii, Alestes baremoze, Alestes bouboni, Brycinus nurse, Alestes dentex, Alestes liebrechtsii, Alestes macrophthalmus, Alestes stuhlmannii, Alestopetersius bifasciatus, Alestopetersius brichardi, Alestopetersius caudalis, Alestopetersius compressus, Alestopetersius hilgendorfi, Alestopetersius leopoldianus, Alestopetersius nigropterus, Alestopetersius smykalai, Alestopetersius tumbensis, Allenbatrachus meridionalis, Alosa agone, Alosa algeriensis, Alosa alosa, Alosa fallax, Alticorpus geoffreyi, Alticorpus macrocleithrum, Alticorpus mentale, Alticorpus peterdaviesi, Alticorpus profundicola, Altolamprologus calvus, Altolamprologus compressiceps, Neolamprologus fasciatus, Amarginops platus, Ambassis ambassis, Ambassis dussumieri, Ambassis fontoynonti, Ambassis gymnocephalus, Ambassis natalensis, Ambassis urotaenia, Amphilius atesuensis, Amphilius athiensis, Amphilius brevis, Amphilius caudosignatus, Amphilius cryptobullatus, Amphilius dimonikensis, Amphilius grandis, Amphilius jacksonii, Amphilius kakrimensis, Amphilius korupi, Amphilius lamani, Amphilius lampei, Amphilius laticaudatus, Amphilius lentiginosus, Amphilius longirostris, Amphilius lujani, Amphilius maesii, Amphilius mamonekenensis, Amphilius natalensis, Amphilius opisthophthalmus, Amphilius platychir, Amphilius pulcher, Amphilius rheophilus, Amphilius uranoscopus, Amphilius zairensis, Anaecypris punica, Pseudophoxinus punicus, Ancharius fuscus, Ancharius griseus, Andersonia leptura, Anguilla anguilla, Anguilla bengalensis, Anguilla bicolor, Anguilla marmorata, Anguilla mossambica, Anomalochromis thomasi, Aphanius apodus)",
 "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 ((9.4246 3.082,9.2753 2.0599,10.1382 2.0599,10.1382 11.0599,1.1382 11.0599,1.1382 5.3438,1.5183 5.6949,3.924 5.9336,4.5502 5.6185,5.1302 4.4467,5.7546 3.8638,6.0988 3.7707,8.2669 4.0335,7.914 3.3615,8.1597 2.8635,8.6768 2.7088,8.9985 2.826,9.2655 3.2216,9.4246 3.082))"
 ]
}

 The dataset includes 283 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004917-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.39zehf
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "TaxonKey is Araucaria angustifolia",
 "Year 1000-1906"
 ]
}

 The dataset includes 38 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004918-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qb5vnb
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pauridiantha arcuata"
 ]
}

 The dataset includes 47 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004920-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/icpsr37367
title: Process Evaluation of the Bureau of Justice Assistance's Firearm Lock Distribution and Safe Storage Program, United States, 2016-2018
title: Archival Version

description: In 2015, the Bureau of Justice Assistance's (BJA) selected the team of National Shooting Sports Foundation (NSSF) and APCO Worldwide to distribute firearm locks and conduct safety education activities under its Firearm Locks Distribution and Safe Storage Program (FLD/SSP). The National Institute of Justice funded the RAND Corporation to conduct an process and implementation evaluation of the FLD/SSP. NSSF titled their effort Project ChildSafe (PCS) Communities, a community-focused effort that was developed using the framework of their national Project ChildSafe initiative. The main research objectives were to monitor and document the PCS Communities program's design; assess areas of success and strengths in the implementation process, including the effectiveness of partnerships; identify challenges to implementation of the program with fidelity to the planned design.
description: The study had the following purposes:

To understand the context for the implementation of the Firearm Locks Distribution and Safe Storage Program (FLD/SSP).
To systematically document and describe the specific elements of the implementation in each site, including similarities and differences across sites.
To identify and document characteristics most closely associated with the likelihood of success.
description: Semi-structured phone interviews were conducted with Project ChildSafe program staff and program partners across the three sites. Program partners included law enforcement representatives, other local government representatives, gun and outdoor sports retailers and clubs, and other community organizations (e.g., businesses, churches, suicide prevention organizations).
description: Response Rates: Oklahoma City (54.5%; n=6), Memphis (53.8%; n=7), Cleveland (58.3%; n=7)
description: Interview participants were referred by Project ChildSafe, consisting of representatives of organizations/agencies that participated in the Project ChildSafe Communities campaign (n=37). Attempts to recruit from this list occurred via email and telephone, for up to 5 attempts per individual. The final interview sample consisted of 20 program partners and 4 Project ChildSafe representatives.
description: Datasets: 
DS1: Process Evaluation of the Bureau of Justice Assistance's Firearm Lock Distribution and Safe Storage Program, United States, 2016-2018
description: Organizations and agencies that participate in the Project ChildSafe Communities campaign. Smallest Geographic Unit: City
description: telephone interview
DOI: 10.3886/icpsr37367.v1
title: Process Evaluation of the Bureau of Justice Assistance's Firearm Lock Distribution and Safe Storage Program, United States, 2016-2018
title: Version 1

description: In 2015, the Bureau of Justice Assistance's (BJA) selected the team of National Shooting Sports Foundation (NSSF) and APCO Worldwide to distribute firearm locks and conduct safety education activities under its Firearm Locks Distribution and Safe Storage Program (FLD/SSP). The National Institute of Justice funded the RAND Corporation to conduct an process and implementation evaluation of the FLD/SSP. NSSF titled their effort Project ChildSafe (PCS) Communities, a community-focused effort that was developed using the framework of their national Project ChildSafe initiative. The main research objectives were to monitor and document the PCS Communities program's design; assess areas of success and strengths in the implementation process, including the effectiveness of partnerships; identify challenges to implementation of the program with fidelity to the planned design.
description: The study had the following purposes:

To understand the context for the implementation of the Firearm Locks Distribution and Safe Storage Program (FLD/SSP).
To systematically document and describe the specific elements of the implementation in each site, including similarities and differences across sites.
To identify and document characteristics most closely associated with the likelihood of success.
description: Semi-structured phone interviews were conducted with Project ChildSafe program staff and program partners across the three sites. Program partners included law enforcement representatives, other local government representatives, gun and outdoor sports retailers and clubs, and other community organizations (e.g., businesses, churches, suicide prevention organizations).
description: Response Rates: Oklahoma City (54.5%; n=6), Memphis (53.8%; n=7), Cleveland (58.3%; n=7)
description: Interview participants were referred by Project ChildSafe, consisting of representatives of organizations/agencies that participated in the Project ChildSafe Communities campaign (n=37). Attempts to recruit from this list occurred via email and telephone, for up to 5 attempts per individual. The final interview sample consisted of 20 program partners and 4 Project ChildSafe representatives.
description: Datasets: 
DS1: Process Evaluation of the Bureau of Justice Assistance's Firearm Lock Distribution and Safe Storage Program, United States, 2016-2018
description: Organizations and agencies that participate in the Project ChildSafe Communities campaign. Smallest Geographic Unit: City
description: telephone interview
DOI: 10.15468/dl.hgf4yj
title: Occurrence Download

description: A dataset containing 32641979 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 32641979 records from 4135 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004790-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16964064
title: Raw datasets and R scripts for polyxenic cultivation of Didymium and Physarum species: germination, purification, growth dynamics, sclerotia viability, and sporocarp production

description: This repository contains the complete raw datasets and R analysis scripts generated for the manuscript currently under submission to Mycologia:

Gangl J., Nagl-Neuhold G., de Haan M., Lemmens M. (2025). Defined polyxenic cultivation of Didymium and Physarum species for small-scale laboratory production of plasmodia, sclerotia and sporocarps.

The repository provides:





Six Excel datasets covering spore germination, plasmodial purification, growth dynamics, sclerotia/macrocyst viability, and sporocarp induction.




Seven R scripts used for statistical analyses (GLMM, LMM, Kruskal–Wallis, Dunn’s tests) and for generating the figures and tables included in the manuscript.



All datasets include a README sheet describing variables, units, and context of use. The R scripts are fully annotated and correspond to the datasets and figures/tables as follows:





Isolate selection and germination (Tables 1–2, Supplementary Figure 1)




Germination rates before/after cryopreservation (Figure 1, Supplementary Table 1)




Purification of plasmodia (Table 3)




Plasmodial growth models (Figure 2, Table 4)




Macrocyst viability and long-term storage (Figures 4–5)




Spore germination from lab-produced sporocarps (Figure 7)



Together, these files ensure full transparency and reproducibility of the results presented in the manuscript.

Funding:This research was supported by the Austrian Research Promotion Agency (FFG), SAN Group GmbH, and BOKU University, and carried out within the FFoQSI GmbH framework.

Keywords:Myxomycetes, Didymium, Physarum, R scripts, reproducible research, polyxenic cultivation, spore germination, purification, growth modeling, sclerotia viability, sporocarp production, biomass production
DOI: 10.6084/m9.figshare.29815100.v3
title: ImageNet SUA

description: ImageNet
DOI: 10.34740/kaggle/dsv/12816091
title: Forex Exchange Rates Since 2004 (Updated Daily)
DOI: 10.15468/dl.at75q5
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "License is one of (CC-BY 4.0, CC0 1.0)",
 "TaxonKey is Aedes aegypti (Linnaeus, 1762)"
 ]
}

 The dataset's 1 records were derived from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022291-250525065834625/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.29234873
title: <b>Overlooked role of heterotrophic prokaryotes in sulfur oxidation makes the sediment of the Bohai Sea a sufficient sink of hydrogen sulfide</b>

description: Marine sediments are the active sites for the biogeochemical cycling of sulfur. Sulfate is used as a major terminal electron acceptor for anaerobic oxidation of organic compounds in marine sediments, and the produced sulfide is normally oxidized back to sulfate in upper sediments. However, it is unclear which microorganisms, metabolic pathways, and enzymes are mainly involved in the oxidation. We used metagenomics and metatranscriptomics to figure out how sulfide is oxidized in the Bohai Sea sediments.
DOI: 10.34740/kaggle/dsv/12893276
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.ve7p4a
title: Occurrence Download

description: A dataset containing 72 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ribes aureum",
 "Country is Romania",
 "HasCoordinate is true"
 ]
}

 The dataset includes 72 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002930-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bpusqt
title: Occurrence Download

description: A dataset containing 1230 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ribes aureum",
 "Country is Russian Federation",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1230 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002931-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vqg9h7
title: Occurrence Download

description: A dataset containing 168 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ribes aureum",
 "Country is Slovakia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 168 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002932-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18712/nsd-nsd3319-v2
title: An Occupational Job Strain Index based on five Norwegian nationwide Surveys of Living Conditions on work environment

description: The Nordic countries have a rich history of using high-quality register data for research purposes. However, these data often lack crucial information related to working conditions, which is vital for studying social inequalities in health and social epidemiology. To address this gap, job exposure matrices (JEMs) have been developed based on job titles to provide information on various exposures and stressors. Although JEMs offer advantages in enriching register data, they also pose challenges such as misclassification.

Building upon the work of Hanvold et al., who constructed a JEM for mechanical job exposures in Norway using data from the Survey of Living Conditions in 2006 and 2009, this study expands upon their efforts by extending and improving the  job exposure matrix. Three additional surveys from 2013, 2016, and 2019 were included, requiring the creation of a correspondence table between occupational codes across the surveys. This expansion resulted in a larger dataset, enhancing the statistical precision of estimates.

Furthermore, the JEM was applied to Norwegian register data, and the predictive validity of the JEM was examined using disability benefits, mortality, and the number of long-term sick absence periods as health outcomes. Concurrent validity was assessed by considering lower back pain and long-term sick leave. In contrast to previous research focusing on specific exposures and diagnoses, this study adopts a broader approach by developing an Occupational Mechanical Job Exposure Index to summarize mechanical job exposures. The ultimate goal is to use this index for future analyses of Norwegian register data, drawing upon traditions in social policy, health inequality research, and labor market analysis

The Occupational Job Strain Index is documentet and validated in: 
Le, G.H., Hermansen, Å. & Dahl, E. Constructing and validating an occupational job strain index based on five Norwegian nationwide surveys of living conditions on work environment. BMC Public Health 23, 50 (2023). https://doi.org/10.1186/s12889-022-14957-1

The script that documents how the exposures were calculated and the JEM constructed, as well as a dataset including the completed job exposure matrix based on all five surveys, is hereby made accessible for other researcher who want to use the JEM and the Occupational Job Strain Index in their research.

License: Creative Commons Attribution-ShareAlike 4.0 International (CC BY-SA 4.0).

In all publications of results based on the information, Statistics Norway (SSB) must be cited as the data source.
DOI: 10.15468/dl.6h34jt
title: Occurrence Download

description: A dataset containing 98 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acer sinopurpurascens"
 ]
}

 The dataset includes 98 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002933-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4ujakg
title: Occurrence Download

description: A dataset containing 623 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anadara kagoshimensis",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-6.6 29.26705, -6.6 50.94, 40.81373 50.94, 40.81373 29.26705, -6.6 29.26705))",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Observation, Material sample)"
 ]
}

 The dataset includes 623 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002934-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16977911
title: Vaginicolidae
DOI: 10.5281/zenodo.16977912
title: Vaginicolidae
DOI: 10.5281/zenodo.16977648
title: Reconstructed IMF Properties from MEX Heavy Pickup Ion Measurements

description: Dataset: IMF information derived from heavy pickup ions (HPUI) measurements by Mars Express (MEX) Ion Mass Analyzer (IMA). Aug 2014 - Sep 2022.

Columns:

HPUI detecting time 

MEX orbit number

MEX IMA Scan number

fx, fy, fz: normalized HPUI flux directions in MSO measured by MEX IMA

HPUI energy measured by MEX IMA

MSO-x, MSO-y, MSO-z: MEX spacecraft positions in MSO

MEX nsw, MEX Vsw: MEX measruements of the solar wind density and velocity

Clock angle: derived IMF clock angle from HPUI measurements

B_perp: strenghth of the IMF component perpendicular to solar wind derived from HPUI measurements

Notes:

For more detials, see Dong, Y., Ramstad, R., Davis, M. W., Holmström, M., Brain, D. A., Espley, J. R., & Curry, S. M. (2025). Deriving IMF properties from Mars Express heavy pickup ion measurements. Geophysical Research Letters, 52, e2025GL114745. https://doi.org/10.1029/2025GL114745 

The IMF components By = cos(phi) & Bz = sin(phi) in the Mars-Solar Orbital (MSO) coordinate system. Phi is the IMF clock angle. Bx cannot be obtained from this method. See Dong et al. 2025 for the uncertainties of this proxy.
DOI: 10.5281/zenodo.16977649
title: Reconstructed IMF Properties from MEX Heavy Pickup Ion Measurements

description: Dataset: IMF information derived from heavy pickup ions (HPUI) measurements by Mars Express (MEX) Ion Mass Analyzer (IMA). Aug 2014 - Sep 2022.

Columns:

HPUI detecting time 

MEX orbit number

MEX IMA Scan number

fx, fy, fz: normalized HPUI flux directions in MSO measured by MEX IMA

HPUI energy measured by MEX IMA

MSO-x, MSO-y, MSO-z: MEX spacecraft positions in MSO

MEX nsw, MEX Vsw: MEX measruements of the solar wind density and velocity

Clock angle: derived IMF clock angle from HPUI measurements

B_perp: strenghth of the IMF component perpendicular to solar wind derived from HPUI measurements

Notes:

For more detials, see Dong, Y., Ramstad, R., Davis, M. W., Holmström, M., Brain, D. A., Espley, J. R., & Curry, S. M. (2025). Deriving IMF properties from Mars Express heavy pickup ion measurements. Geophysical Research Letters, 52, e2025GL114745. https://doi.org/10.1029/2025GL114745 

The IMF components By = cos(phi) & Bz = sin(phi) in the Mars-Solar Orbital (MSO) coordinate system. Phi is the IMF clock angle. Bx cannot be obtained from this method. See Dong et al. 2025 for the uncertainties of this proxy.
DOI: 10.15468/dl.xqdf4h
title: Occurrence Download

description: A dataset containing 566 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ribes aureum",
 "Country is Sweden",
 "HasCoordinate is true"
 ]
}

 The dataset includes 566 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002935-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mzkbyn
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Silurus aristotelis",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-6.6 29.26705, -6.6 50.94, 40.81373 50.94, 40.81373 29.26705, -6.6 29.26705))",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Observation, Material sample)"
 ]
}

 The dataset includes 10 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002936-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.exnbqb
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "TaxonKey is Prionodon pardicolor"
 ]
}

 The dataset includes 16 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002937-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s989mr
title: Occurrence Download

description: A dataset containing 46 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lagerstroemia caudata"
 ]
}

 The dataset includes 46 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002939-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.