cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.60712/si-id299348.1
title: StrainInfo SI-ID 299348.1

description: StrainInfo dataset 299348 about a strain of Achlya klebsiana. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id299349.1
title: StrainInfo SI-ID 299349.1

description: StrainInfo dataset 299349 about a strain of Haliphthoros milfordensis. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id299205.1
title: StrainInfo SI-ID 299205.1

description: StrainInfo dataset 299205 about a strain of Penicillium. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id299206.1
title: StrainInfo SI-ID 299206.1

description: StrainInfo dataset 299206 about a strain of Penicillium. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id299207.1
title: StrainInfo SI-ID 299207.1

description: StrainInfo dataset 299207 about a strain of Penicillium. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id299283.1
title: StrainInfo SI-ID 299283.1

description: StrainInfo dataset 299283 about a strain of Pyrenopeziza brassicae. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id299284.1
title: StrainInfo SI-ID 299284.1

description: StrainInfo dataset 299284 about a strain of Nais inornata. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.15468/dl.hgc9gw
title: Occurrence Download

description: A dataset containing 23553 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Diadophis punctatus (Linnaeus, 1766)"
 ]
}

 The dataset includes 23553 records from 120 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068051-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q7cdtx
title: Occurrence Download

description: A dataset containing 239 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Veronica arvensis",
 "Country is China",
 "HasCoordinate is true"
 ]
}

 The dataset includes 239 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034801-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jq8wb6
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Germany",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lycaena hippothoe"
 ]
}

 The dataset includes 11 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034802-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13144/lil-1011
title: Enquête Ménages Déplacements (EMD), Amiens / Grand Amiénois - 2010

description: L'Enquête Ménages Déplacements "Amiens / Grand Amiénois 2010", réalisée selon la méthodologie nationale élaborée par le CERTU,  est une EDGT (enquête déplacements grands territoires) qui porte donc sur un territoire divisé en 2 parties. La première, comprenant les 33 communes d'Amiens Métropole et une population de 174 000 habitants, a fait l'objet d'une enquête en face à face. La deuxième partie, composée des 348 communes des 11 Communautés de communes du pays pour une population de 160 200 habitants, a été enquêtée par téléphone.Cette enquête permet de connaître la mobilité, restreinte aux jours ouvrables, des individus de 5 ans et plus  qui appartiennent à un ménage résidant dans les 381 communes de la zone d'étude. Les 5 103 ménages enquêtés sont caractérisés par leur lieu de résidence et le parc de voitures particulières et de 2-roues à leur disposition. Les 8 262 individus interrogés l'ont principalement été sur leurs caractéristiques socio-démographiques et leur utilisation des modes de transport (individuels et collectifs). Des 30 933 déplacements, on connaît leurs heures et lieux de départ et d'arrivée, leur distance, leur durée, leur motif et le nombre de trajets (en mode mécanisé). Les 22 535 trajets sont décrits par leur mode de transport, les lieux de départ et d'arrivée, le temps de marche à pied au départ et à l'arrivée... Enfin, 2 414 individus ont donné leur avis sur la vie locale, les déplacements et les modes de transport ; ils ont également donné quelques éléments sur leurs déplacements du dernier samedi.
DOI: 10.7910/dvn/kmjwvf
title: Replication Data for: Exploring Conditional Indirect Effects: A Structural Equation Modeling Approach published by Revista de Administração Contemporânea

description: Many researchers struggle with testing conditional indirect effect models (aka moderated mediation). They often don’t know how to properly set them up or analyze them using AMOS. This repository hosts supplementary material for the explanatory study titled "Exploring Conditional Indirect Effects: A Structural Equation Modeling Approach," which breaks down—in a simple and practical way—how to run these analyses step by step using AMOS (a structural equation modeling [SEM] software). 
The original study: 1 Clarifies the key differences between mediation, moderation, and moderated mediation (where "if... then..." conditional effects come into play). 2 - Provides a hands-on guide for setting up your model in AMOS and interpreting results, complete with clear examples. The material shared here does not replace the original paper but serves as a visual aid, featuring AMOS screenshots to enhance understanding.
description: Steps for conducting a CIE analysis using CB-SEM.
1-Verify the existence of a mediating effect 
2- Create the syntax to compute the set of CIE statistic values
3-Evaluate and interpret data
4 -Estimate the CIE statistic value (interacton effect)

A prerequisite for conducting moderate mediation studies is to first determine whether there is a mediation effect. The calculation of all parameters of interest to test for mediation is virtually straightforward and automatic with CB-SEM techniques. However, extant literature recommends calculating the parameters using bootstrap procedures with at least 1,000 resamples, which is a reasonable number to ensure the robustness of the model parameters and their respective p-values when using CB-SEM techniques. 

The subsequent step involves generating a series of statistical estimates to determine the existence of a conditional indirect effect. To accomplish this, an inferential statistical procedure 
must be employed to confirm the presence of a CIE across various values of the moderator variable. Additionally, it is also crucial to generate and compute the value of the interaction value (IMM) to determine whether this index is statistically significant. However, it should be noted that the computation of the IMM and the CIE across different values of the moderator and the MMI cannot be obtained automatically in CB-SEM. Therefore, some syntaxes will have to be created and typed manually into the software to generate them. We explain how and where to manually configure the syntax. 
Finally, to verify that the MMI score is different from zero, an inferential test or confidence interval was employed. P-value minor to 0.05 of MMI indicate that the interaction effect is statistically significant.
DOI: 10.15468/dl.62hdwe
title: Occurrence Download

description: A dataset containing 5319 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acacia melanoxylon",
 "Country is Portugal",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5319 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034805-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16118036
title: PLC CWDM Chip Test Measurements

description: This dataset contains 16,501,626 records from chip-level testing of 2,790 wafers used in CWDM planar lightwave circuit (PLC) devices. Each record corresponds to a specific chip and test parameter, with five total measurements per test: four per-channel values (channel_1 to channel_4) and one spatial mean (parameter_value). This results in over 82 million total measurement values across all chips.

Chip metadata includes wafer_name, wafer_region, row, column, and chip_location, along with test type, parameter category, and scope. Parameters cover optical properties such as insertion loss (IL), axis alignment (AX/NAX), and polarization behavior.

Temporal alignment is handled using date_idx and event bounds (min_date_idx, max_date_idx), enabling correlation with fabrication conditions.

This dataset supports spatiotemporal yield modeling, failure analysis, and fabrication-to-test traceability.
DOI: 10.15468/dl.qvvpsr
title: Occurrence Download

description: A dataset containing 119 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Clangula hyemalis)",
 "Country is one of (Anguilla, Antigua and Barbuda, Argentina, Aruba, Bahamas, Barbados, Belize, Bolivia (Plurinational State of), Bonaire, Sint Eustatius and Saba, Bouvet Island, Brazil, Cayman Islands, Chile, Colombia, Costa Rica, Cuba, Curaçao, Dominica, Dominican Republic, Ecuador, El Salvador, Falkland Islands (Malvinas), French Guiana, Grenada, Guadeloupe, Guatemala, Guyana, Haiti, Honduras, Jamaica, Martinique, Mexico, Montserrat, Nicaragua, Panama, Paraguay, Peru, Puerto Rico, Saint Barthélemy, Saint Kitts and Nevis, Saint Lucia, Saint Martin (French part), Saint Vincent and the Grenadines, Sint Maarten (Dutch part), South Georgia and the South Sandwich Islands, Suriname, Trinidad and Tobago, Turks and Caicos Islands, Uruguay, Venezuela (Bolivarian Republic of), Virgin Islands (British), Virgin Islands (U.S.))"
 ]
}

 The dataset includes 119 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034807-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kfuyhj
title: Occurrence Download

description: A dataset containing 2307 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Clangula hyemalis)",
 "Country is one of (Afghanistan, Armenia, Azerbaijan, Bahrain, Bangladesh, Bhutan, Brunei Darussalam, Cambodia, China, Cyprus, Georgia, Hong Kong, India, Indonesia, Iran (Islamic Republic of), Iraq, Israel, Japan, Jordan, Kazakhstan, Korea (Democratic People’s Republic of), Korea, Republic of, Kuwait, Kyrgyzstan, Lao People’s Democratic Republic, Lebanon, Macao, Malaysia, Maldives, Mongolia, Myanmar, Nepal, Oman, Pakistan, Palestine, State of, Philippines, Qatar, Saudi Arabia, Singapore, Sri Lanka, Syrian Arab Republic, Tajikistan, Thailand, Timor-Leste, Türkiye, Turkmenistan, United Arab Emirates, Uzbekistan, Viet Nam, Yemen)"
 ]
}

 The dataset includes 2307 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034808-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7924/r47s7zb78
title: Data from: Utility of coherence-based adaptive frequency selection in a clinical scanner

description: Abstract: Many advances have been made in ultrasound beamforming and signal processing in the past several decades. However, there is currently no widely validated method by which scanner parameters such as imaging frequency are selected. Additionally, sonographers face a host of physical and logistical challenges during the course of a standard ultrasound examination, thereby limiting the efficacy of manual and time-consuming methods to select scanning parameters. We describe and evaluate an adaptive frequency selection method which seeks to predict the imaging frequency that maximizes image quality using spatial coherence, a well-established metric for quantifying clutter levels in vivo, as a real-time feedback metric. This study investigated the efficacy of adaptive frequency selection in the presence of clutter in healthy volunteers with a variety of body habitus. The adaptively selected frequency was determined using a measurement of target detectability, which combines both coherence and resolution information. This selected frequency was evaluated in a reader study comparing the selected frequency to the transducer default frequency. Statistical testing revealed a significant increase in the overall image quality of adaptively selected images compared to default images (p<0.001). These results suggest that an imaging frequency can be adaptively selected to improve target detection. Summary of Data - Results from a reader study of ultrasound image quality. Exported data from signal to noise ratio measurements from raw ultrasound data. Code to make plots and display image results.
DOI: 10.15468/dl.6apckq
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034809-250717081556266/datasets/export for details.
DOI: 10.15468/dl.u733te
title: Occurrence Download

description: A dataset containing 542 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lilium duchartrei"
 ]
}

 The dataset includes 542 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034810-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13144/lil-1005
title: Enquête Ménages Déplacements (EMD), Dinan / Communauté de communes de Dinan - 2010

description: L'Enquête Ménages Déplacements "Dinan / Communauté de communes de Dinan 2010", réalisée selon la méthodologie nationale élaborée par le CERTU, est une EDVM (enquête déplacements villes moyennes) portant sur 18 des 26 communes de la communauté de communes de Dinan (CODI). Ce territoire, donc composé de 18 communes des Côtes-d'Armor (pour une population de 38 000 habitants), a fait l'objet d'une enquête par téléphone.Cette enquête permet de connaître la mobilité, restreinte aux jours ouvrables, des individus (de 11 ans et plus) qui appartiennent à un ménage résidant dans les 18 communes de la zone d'étude. Les 1 239 ménages enquêtés sont caractérisés par leur lieu de résidence et le nombre de voitures à leur disposition. Les 1 420 individus interrogés l'ont principalement été sur leurs caractéristiques socio-démographiques et leur utilisation des modes de transport (individuels et collectifs). Des 4 791 déplacements, on connaît leurs heures et lieux de départ et d'arrivée, leur distance, leur durée, leur motif et les modes de transport utilisés. Les 3 539 trajets sont décrits par leur mode de transport, les lieux de départ et d'arrivée...
DOI: 10.15468/dl.ufwups
title: Occurrence Download

description: A dataset containing 11123 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lilium philadelphicum"
 ]
}

 The dataset includes 11123 records from 203 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034811-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4qxfrv
title: Occurrence Download

description: A dataset containing 1545 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Veronica arvensis",
 "Country is Japan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1545 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034812-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tpwhw7
title: Occurrence Download

description: A dataset containing 239 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Setaria italica",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 239 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034814-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fbat7w
title: Occurrence Download

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

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034815-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16117152
title: PLC CWDM Wafer Fabrication Measurements

description: This dataset contains fabrication measurements from 2,790 wafers used to create coarse wavelength-division multiplexing (CWDM) planar lightwave circuit (PLC) devices. Each record corresponds to a specific wafer, fabrication operation, and parameter, with measurements captured across five spatial wafer regions: left, top, center, bottom, and right.

The data includes operation metadata (e.g., layer, ID, name), parameter categories (e.g., ETCH_DEPTH, LAYER_THICKNESS), and temporal alignment using date_idx, min_date_idx, and max_date_idx.

It supports research in spatiotemporal modeling, yield analysis, and fabrication excursion detection.
DOI: 10.15468/dl.f28rr4
title: Occurrence Download

description: A dataset containing 26656 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Persicaria longiseta"
 ]
}

 The dataset includes 26656 records from 334 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034813-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5067/atlas/atl03.007
title: ATLAS/ICESat-2 L2A Global Geolocated Photon Data, Version 7
DOI: 10.17169/refubium-47703
title: New chlorophylls designed by theoretical spectroscopy and machine learning
title: Model data, for use with the ArchOnML package

description: Needs the ArchOnML package, https://github.com/archonml/archonml
description: A full ArchOnML model for the design of artificial Chls and characterization of their UV/vis spectroscopic properties
DOI: 10.15468/dl.3jup9n
title: Occurrence Download

description: A dataset containing 3805 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is The fishes collection (IC) of the Muséum national d'Histoire naturelle (MNHN - Paris)",
 "TaxonKey is Stomiiformes"
 ]
}

 The dataset includes 3805 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034816-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ekevrf
title: Occurrence Download

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

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034819-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b4a5y5
title: Occurrence Download

description: A dataset containing 5746 species occurrences available in GBIF matching the query:
{
 "and" : [
 "SpeciesKey is Xanthium orientale",
 "Continent is Europe",
 "Year is 1985,2020",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than 1000",
 {
 "not" : {
 "CoordinateUncertaintyInMeters" : [
 "is 301"
 ]
 }
 },
 {
 "not" : {
 "CoordinateUncertaintyInMeters" : [
 "is 999"
 ]
 }
 }
 ]
}

 The dataset includes 5746 records from 138 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034817-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.se4wpe
title: Occurrence Download

description: A dataset containing 160435 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Myriophyllum spicatum"
 ]
}

 The dataset includes 160435 records from 1053 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034725-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/fxdpsrwkm5.1
title: PFAS composition of the Timothy grass used for in vitro analysis.

description: Analyzed by the Department of Defense (DoD) Quality Systems Manual (QSM) 5.3 Table B-15.
DOI: 10.17632/kmjmttjxc3
title: Strategic income shifting in uncertain times (Synthetic)

description: This is a replication package with synthetic data for this paper: Strategic income shifting in uncertain times: Insights from economic policy uncertainty
DOI: 10.17632/kmjmttjxc3.1
title: Strategic income shifting in uncertain times (Synthetic)

description: This is a replication package with synthetic data for this paper: Strategic income shifting in uncertain times: Insights from economic policy uncertainty