cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.29265220
title: Toward efficient online estimation of dynamic structural equation models: a case study

description: Model parameter estimation from data is a substantive part of statistical modeling, including dynamic structural equation modeling. With the advent of the big data era, which makes large amounts of data accessible near real-time, online parameter estimation has become more crucial than ever before. Nevertheless, the dynamic structural equation modeling field remains somewhat limited in this regard. In response to these circumstances, the article takes a step toward efficient online estimation in the dynamic structural equation modeling context by developing one such algorithm through raw-data maximum likelihood estimation and a recursive (incremental) approach for a specific dynamic structural equation model encompassing the noisy Gaussian random walk model with input from the factor-analytic model. The proposed algorithm is then verified through Monte Carlo simulation. Even though the algorithm serves only a special case of the general dynamic structural equation model, this case study can be considered a basis for further research in a bottom-up manner.
DOI: 10.6084/m9.figshare.29265220.v1
title: Toward efficient online estimation of dynamic structural equation models: a case study

description: Model parameter estimation from data is a substantive part of statistical modeling, including dynamic structural equation modeling. With the advent of the big data era, which makes large amounts of data accessible near real-time, online parameter estimation has become more crucial than ever before. Nevertheless, the dynamic structural equation modeling field remains somewhat limited in this regard. In response to these circumstances, the article takes a step toward efficient online estimation in the dynamic structural equation modeling context by developing one such algorithm through raw-data maximum likelihood estimation and a recursive (incremental) approach for a specific dynamic structural equation model encompassing the noisy Gaussian random walk model with input from the factor-analytic model. The proposed algorithm is then verified through Monte Carlo simulation. Even though the algorithm serves only a special case of the general dynamic structural equation model, this case study can be considered a basis for further research in a bottom-up manner.
DOI: 10.15468/dl.teqtmk
title: Occurrence Download

description: A dataset containing 754 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Achillea crithmifolia"
 ]
}

 The dataset includes 754 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004530-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v9f9tj
title: Occurrence Download

description: A dataset containing 224960 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Heracleum mantegazzianum"
 ]
}

 The dataset includes 224960 records from 583 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004477-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7rj7ag
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Occurrence evidence, Human Observation)",
 "Continent is Asia",
 "Country is Indonesia",
 "Geometry POLYGON((130.55685 -8.43956,132.25089 -8.43956,132.25089 -6.87017,130.55685 -6.87017,130.55685 -8.43956))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 47 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004529-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.595gtn
title: Occurrence Download

description: A dataset containing 127 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year is greater than or equal to 2000",
 "CoordinateUncertaintyInMeters is less than 300",
 "TaxonKey is Nolana sedifolia"
 ]
}

 The dataset includes 127 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004531-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.664tbg
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Petricolaria pholadiformis",
 "Country is Greece",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004532-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kuk2fn
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Petricolaria pholadiformis",
 "Country is Norway",
 "HasCoordinate is true"
 ]
}

 The dataset includes 14 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004533-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cwxgzs
title: Occurrence Download

description: A dataset containing 64 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Petricolaria pholadiformis",
 "Country is Sweden",
 "HasCoordinate is true"
 ]
}

 The dataset includes 64 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004534-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34810/data1783
title: Replication data for Subchronic modulation of bitter taste receptors (TAS2R) by procyanidins. Unravelling the complex interplay between stimulation and expression

description: This dataset contains the parameters which have been used in the article "Subchronic modulation of bitter taste receptors (TAS2R) by procyanidins. Unravelling the complex interplay between stimulation and expression". The dataset contains the parameters which have been analyzed and encompasses the genetic expression analysis of 2 different animal experiments, the analysis of plasmatic and other parameters concerning one of the animal studies, and the analysis of genetical expression of a cellular assay.
DOI: 10.15468/dl.f32eyn
title: Occurrence Download

description: A dataset containing 5697 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is India",
 "DatasetKey is EOD – eBird Observation Dataset",
 "GadmGid is IND.30_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Myophonus caeruleus",
 "Year 1995-2025"
 ]
}

 The dataset includes 5697 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004535-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e4ckjd
title: Occurrence Download

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

 The dataset includes 15 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004536-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jauw5y
title: Occurrence Download

description: A dataset containing 63 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year is greater than or equal to 2000",
 "CoordinateUncertaintyInMeters is less than 300",
 "TaxonKey is Beilschmiedia miersii"
 ]
}

 The dataset includes 63 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004537-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vfc5qv
title: Occurrence Download

description: A dataset containing 111 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation, Occurrence evidence)",
 "Country is Indonesia",
 "OccurrenceStatus is Present",
 "TaxonKey is Timalia pileata"
 ]
}

 The dataset includes 111 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004538-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7dez6y
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Living Specimen)",
 "Geometry POLYGON((-97.83982 24.00431,-97.80682 21.22204,-96.091 19.05364,-94.44116 18.24077,-91.66132 18.85273,-90.13676 21.26444,-86.68643 21.4886,-88.53195 16.32886,-87.97382 15.52567,-83.90759 15.60589,-83.81624 11.67794,-82.99538 10.16182,-81.90244 9.1468,-77.13784 8.57849,-75.83105 9.40732,-75.13184 11.26559,-73.52129 11.54865,-71.34351 12.64561,-71.4755 10.77171,-69.56169 11.80716,-65.82397 10.39868,-63.29233 10.51228,-63.22633 11.03092,-63.0958 12.9132,-65.40411 15.52567,-68.70378 16.41391,-71.93745 16.28726,-73.05933 16.22391,-81.57247 18.11538,-83.88224 15.97029,-81.50648 18.17809,-83.07562 20.28916,-86.06002 22.26409,-86.84691 21.56324,-83.6373 24.58937,-84.8409 26.97347,-92.46137 26.47077,-94.83712 24.50509,-97.83982 24.00431))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Carcharhinus obscurus"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004539-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jxujtw
title: Occurrence Download

description: A dataset containing 405 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hylobates moloch"
 ]
}

 The dataset includes 405 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004540-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bkyuq8
title: Occurrence Download

description: A dataset containing 282 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year is greater than or equal to 2000",
 "CoordinateUncertaintyInMeters is less than 300",
 "TaxonKey is Nolana paradoxa"
 ]
}

 The dataset includes 282 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004541-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k8frj2
title: Occurrence Download

description: A dataset containing 916 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Petricolaria pholadiformis",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 916 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004542-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.as8wh3
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Euthalia staudingeri",
 "Country is China",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004544-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/ayqzaw
title: Replication Data for: Constrained but not Transformed: Civilian-led Certification Reform and Officer Misconduct

description: In the wake of national protests against police violence, Massachusetts established a civilian-led certification regime to institutionalize external oversight of law enforcement. This study evaluates the short-term behavioral effects of that reform—implemented through the Peace Officer Standards and Training (POST) Commission—on officers with documented histories of misconduct. Leveraging the alphabetically phased rollout of recertification, we use a natural experiment and difference-in-differences design to estimate the causal impact of POST participation. While our quantitative analysis does not reveal sweeping changes in the frequency of officer misconduct, it uncovers suggestive evidence of behavioral recalibration: officers appear less likely to engage in misconduct at all following exposure to external review. To contextualize these findings, we draw on semi-structured interviews with officers, supervisors, and oversight officials. These interviews reveal how officers often reject the legitimacy of POST while simultaneously adjusting behavior in response to reputational risk and the threat of sanction. Taken together, the results suggest that externally adjudicated, procedurally binding reforms can induce modest, short-term behavioral change through instrumental compliance.
DOI: 10.34810/data2006
title: Assessment of pain in youth with severe intellectual disabilities, qualitative and self-reported data

description: This dataset is part of a project on assessment of pain in youth with severe intellectual disabilities. Types of data:
1) Qualitative data (.txt format) on focus groups including caregivers and health professionals of these youths. Focus groups' participants gave their opinion about pain assessment in these youths. 
2) Data on self-reported measures (.csv format) that were obtained to validate a questionnaire to assess pain in these youths.
3) Qualitative data (.txt format) on interviews of pain experts, caregivers and health professionals when using a mobile application designed to assess pain in these youths. This data is generated as a result of usability tests of the app. 
4) Data on self-reported measures (.csv) that were obtained to test the satisfaction and efficacy of the app in two different times (previous use of the app and post use of the app).
DOI: 10.5281/zenodo.16840273
title: Influence of the workpiece accumulated heat on the bead forming and microstructural material properties in LMD-wire cladding process

description: These data files were collected during research that has been published in an article: 'Influence of the workpiece accumulated heat on the bead forming and microstructural material properties in LMD-wire cladding process'.The article explains how we measured and processed these data.The data files are named according to this logic. The first part indicates the type of data contained within. Then there is information about power [w], wire feed rate [mm/s] and transverse speed [mm/min]. The last part is the workpiece number.

sinpyrIn sinpyr files, there are data on the tool centre point (TCP) position and temperature from the pyrometer, which are synchronised to one timeline. The data is in a table with the following columns: time [s], position x [mm], position y [mm], position z [mm] and temperature from the pyrometer [°C].

HeightThe height file contains multiple columns. The first column shows the TCP position in the z direction. The other columns contain heights in mm from radial sections. The difference between the two sections is 2.4 degrees.

TKThe TK files contain data from the IR camera. The first column contains the time [s], and the other columns contain the temperatures [°C] for the pixels from the line described in picture 3c) in the article.

DilutionThe dilution dataset contains the measured values that were used to calculate the dilution.
DOI: 10.5281/zenodo.16840274
title: Influence of the workpiece accumulated heat on the bead forming and microstructural material properties in LMD-wire cladding process

description: These data files were collected during research that has been published in an article: 'Influence of the workpiece accumulated heat on the bead forming and microstructural material properties in LMD-wire cladding process'.The article explains how we measured and processed these data.The data files are named according to this logic. The first part indicates the type of data contained within. Then there is information about power [w], wire feed rate [mm/s] and transverse speed [mm/min]. The last part is the workpiece number.

sinpyrIn sinpyr files, there are data on the tool centre point (TCP) position and temperature from the pyrometer, which are synchronised to one timeline. The data is in a table with the following columns: time [s], position x [mm], position y [mm], position z [mm] and temperature from the pyrometer [°C].

HeightThe height file contains multiple columns. The first column shows the TCP position in the z direction. The other columns contain heights in mm from radial sections. The difference between the two sections is 2.4 degrees.

TKThe TK files contain data from the IR camera. The first column contains the time [s], and the other columns contain the temperatures [°C] for the pixels from the line described in picture 3c) in the article.

DilutionThe dilution dataset contains the measured values that were used to calculate the dilution.
DOI: 10.15468/dl.f4qmp4
title: Occurrence Download

description: A dataset containing 66642598 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Animalia",
 "Year is 2013"
 ]
}

 The dataset includes 66642598 records from 3946 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004472-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rng7zh
title: Occurrence Download

description: A dataset containing 621787 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Esox lucius Linnaeus, 1758"
 ]
}

 The dataset includes 621787 records from 464 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030507-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mpxkzw
title: Occurrence Download

description: A dataset containing 10376 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lathyrus niger (L.) Bernh.",
 "HasCoordinate is true",
 "Continent is Europe",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 "CoordinateUncertaintyInMeters is less than 10000"
 ]
}

 The dataset includes 10376 records from 204 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022664-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cf5zxt
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Corispermum komarovii Iljin"
 ]
}

 The dataset includes 9 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007711-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aqeha4
title: Occurrence Download

description: A dataset containing 245 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cymbidium sinense (Andrews) Willd."
 ]
}

 The dataset includes 245 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039551-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ghufyt
title: Occurrence Download

description: A dataset containing 1861 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anabacerthia lichtensteini (Cabanis & Heine, 1860)"
 ]
}

 The dataset includes 1861 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006159-171219132708484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eszza5
title: Occurrence Download

description: A dataset containing 2050 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hypolepis tenuifolia (G.Forst.) Bernh."
 ]
}

 The dataset includes 2050 records from 95 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026689-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.47ne5k
title: Occurrence Download

description: A dataset containing 317 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Malaconotus cruentus (Lesson, 1831)"
 ]
}

 The dataset includes 317 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049940-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.53aqza
title: Occurrence Download

description: A dataset containing 424201 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Magnoliophyta",
 "Geometry POLYGON((-16.523437 34.885930,-16.523437 3.513421,9.140625 3.513421,9.140625 34.885930,-16.523437 34.885930))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 {
 "or" : [
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Unknown evidence"
 ]
 }
 ]
}

 The dataset includes 424201 records from 113 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006160-150615163101818/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m3dw9k
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hieracium salense Mateo, Egido & Gómiz"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026625-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.