cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.29595047
title: Communication partner training (CPT) in Australian post-stroke aphasia services: a national survey investigating implementation barriers, facilitators and training needs

description: Communication Partner Training (CPT) is an intervention where multidisciplinary healthcare staff are trained to use supportive strategies to communicate with people with communication disabilities such as aphasia. CPT is an evidence-based recommendation in high-quality international stroke guidelines, but there are large evidence-practice gaps that need to be addressed. This study explored a) current CPT practice, b) barriers and facilitators influencing CPT implementation, and c) preferences on ideal CPT. Australian stroke clinicians (speech pathologists: SLPs; the multidisciplinary team: MDT) working with people with aphasia across acute, rehabilitation and community settings completed an online cross-sectional survey based on the Theoretical Domains Framework. Data were analyzed using descriptive statistics, frequency distributions, total barriers scores and qualitative content analysis. Final analyses included 206 surveys (105 SLPs 105; 101 MDT). Both groups (SLP 98%; MDT 71%) agreed CPT is beneficial to patients with aphasia. However, less than 20% of MDT respondents reported receiving CPT. While 87% of SLPs reported providing CPT, only 36% reported alignment with best practice. Key barriers included insufficient systems-level support, training opportunities and staff availability, and the MDT lacked knowledge and confidence in using communication strategies. Training preferences included flexible delivery, interactive approaches, and protected time. Current Australian CPT practice does not align with best practice guidelines and the stroke MDT have unmet training needs. Despite SLPs valuing interactive training with demonstration and practice, time constraints often reduce CPT to basic education. A targeted implementation strategy addressing key barriers is needed to sustainably improve healthcare experience and communication outcomes.
DOI: 10.6084/m9.figshare.29595047.v1
title: Communication partner training (CPT) in Australian post-stroke aphasia services: a national survey investigating implementation barriers, facilitators and training needs

description: Communication Partner Training (CPT) is an intervention where multidisciplinary healthcare staff are trained to use supportive strategies to communicate with people with communication disabilities such as aphasia. CPT is an evidence-based recommendation in high-quality international stroke guidelines, but there are large evidence-practice gaps that need to be addressed. This study explored a) current CPT practice, b) barriers and facilitators influencing CPT implementation, and c) preferences on ideal CPT. Australian stroke clinicians (speech pathologists: SLPs; the multidisciplinary team: MDT) working with people with aphasia across acute, rehabilitation and community settings completed an online cross-sectional survey based on the Theoretical Domains Framework. Data were analyzed using descriptive statistics, frequency distributions, total barriers scores and qualitative content analysis. Final analyses included 206 surveys (105 SLPs 105; 101 MDT). Both groups (SLP 98%; MDT 71%) agreed CPT is beneficial to patients with aphasia. However, less than 20% of MDT respondents reported receiving CPT. While 87% of SLPs reported providing CPT, only 36% reported alignment with best practice. Key barriers included insufficient systems-level support, training opportunities and staff availability, and the MDT lacked knowledge and confidence in using communication strategies. Training preferences included flexible delivery, interactive approaches, and protected time. Current Australian CPT practice does not align with best practice guidelines and the stroke MDT have unmet training needs. Despite SLPs valuing interactive training with demonstration and practice, time constraints often reduce CPT to basic education. A targeted implementation strategy addressing key barriers is needed to sustainably improve healthcare experience and communication outcomes.
DOI: 10.15468/dl.7hufmd
title: Occurrence Download

description: A dataset containing 284925 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Colostygia pectinataria"
 ]
}

 The dataset includes 284925 records from 460 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022145-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48322/ftmd-qy82
title: STEREO-B PLasma and Supra-Thermal Ion Composition (PLASTIC) Beacon Data

description: PLASTIC - PLasma And SupraThermal Ion and Composition. The PLASTIC Experiment provides Plasma Characteristics of Protons, Alpha Particles and Heavy Ions. PLASTIC provides Key Diagnostic Measurements of Mass and Charge State Composition of Heavy Ions and distinguishes Coronal Mass Ejection, CME, Plasma from Ambient Coronal Plasma. STEREO Beacon Data are Real-Time Estimated Data processed for Operational Use only. PLASTIC Beacon Data have not been validated and should not be used for Publication Purposes. Do not cite. References: http://stereo.sr.unh.edu/stereo.html.
DOI: 10.48322/0g8c-fk02
title: STEREO-B PLASTIC 1-hour Alpha Particle Plasma Parameters

description: This data product contains 1-hour averaged values of solar wind
alpha particle flow speed, density, thermal speed, alpha to proton density ratio,
and proton-alpha flow speed difference.
DOI: 10.48322/7k5w-jx22
title: STEREO-B PLASTIC 10-min Alpha Particle Plasma Parameters

description: This data product contains 10-min averaged values of solar wind
alpha particle flow speed, density, thermal speed, alpha to proton density ratio,
and proton-alpha flow speed difference.
DOI: 10.48322/45xk-5p11
title: STEREO-B PLASTIC Alfvén Wave List

description: The table lists some Alfvén waves observed by the STEREO spacecraft from year 2007 to year 2014. They are identified while searching for small solar wind transients (STs).
DOI: 10.15468/dl.7tkwtn
title: Occurrence Download

description: A dataset containing 110 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lecanora argopholis",
 "Country is one of (Norway)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1986",
 "Year is less than or equal to 2025",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "not" : {
 "BasisOfRecord" : [
 "is Machine Observation"
 ]
 }
 }
 ]
}

 The dataset includes 110 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022200-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48322/wk25-2t19
title: STEREO-B multi-instrument Level 1 IMPACT data from UCB

description: Level 1 data from each of the several IMPACT instruments,
in CDF.  Time resolutions range from 0.125s (MAG) to 1m (SEPT, LET, HET).
Full spectral and directional resolution is preserved in the data. Links 
are also given on the page to browse plots and to sites with data in ASCII 
format for some specific instruments.
DOI: 10.24396/ordar-156
title: Portable Analyses of Strategic Metal-Rich Minerals Using pXRF and pLIBS

description: This database contains portable XRF and LIBS data acquired on minerals potentially rich in strategic metals including native elements, sulfides, sulfosalts and arsenides. Analyzed samples come from 13 different countries and different ore deposits with a focus on Western Thrace region (NE Greece) where deposits (porphyry-epithermal) can be abnormally rich in strategic metals. Data acquisition is described in "Portable Analyses of Strategic Metal-Rich Minerals Using pXRF and pLIBS: Methodology and Database Development" (https://doi.org/10.3390/data10020012).
DOI: 10.48322/6kev-6p91
title: STEREO-B Ephemeris in the HEEQ Coordinate System
title: STEREO-B Positions

description: STEREO atttitude and orbit data are distributed as SPICE kernels. Since most SEP investigators would rather not deal with SPICE kernels, Caltech provides text files containing position data for the two STEREO spacecraft, in the following coordinate systems: GEI, GSE, GSM, HCI, HEE, HEEQ.
DOI: 10.48322/29wr-a977
title: STEREO-B Ephemeris in the HCI Coordinate System
title: STEREO-B Positions

description: STEREO atttitude and orbit data are distributed as SPICE kernels. Since most SEP investigators would rather not deal with SPICE kernels, Caltech provides text files containing position data for the two STEREO spacecraft, in the following coordinate systems: GEI, GSE, GSM, HCI, HEE, HEEQ.
DOI: 10.48322/4596-ka20
title: STEREO-B Ephemeris in the HEE Coordinate System
title: STEREO-B Positions

description: STEREO atttitude and orbit data are distributed as SPICE kernels. Since most SEP investigators would rather not deal with SPICE kernels, Caltech provides text files containing position data for the two STEREO spacecraft, in the following coordinate systems: GEI, GSE, GSM, HCI, HEE, HEEQ.
DOI: 10.48544/2857a59f-d54f-4769-8ef6-ab1450fb446f
title: Manuel Card Game communities
DOI: 10.48544/862503b2-0a41-43c0-866f-245db7cd3aa1
title: Card Game communities
DOI: 10.6084/m9.figshare.31347418
title: TM9SF4 acts as a receptor mediating <i>Glaesserella parasuis</i> Cytolethal Distending Toxin–induced cytotoxicity in PK15 cells

description: The raw data for the article titled "TM9SF4 acts as a receptor mediating<i> Glaesserella parasuis</i> Cytolethal Distending Toxin–induced cytotoxicity in PK15 cells"
DOI: 10.6084/m9.figshare.31347418.v2
title: TM9SF4 acts as a receptor mediating <i>Glaesserella parasuis</i> Cytolethal Distending Toxin–induced cytotoxicity in PK15 cells

description: The raw data for the article titled "TM9SF4 acts as a receptor mediating<i> Glaesserella parasuis</i> Cytolethal Distending Toxin–induced cytotoxicity in PK15 cells"
DOI: 10.6084/m9.figshare.31347418.v1
title: TM9SF4 acts as a receptor mediating <i>Glaesserella parasuis</i> Cytolethal Distending Toxin–induced cytotoxicity in PK15 cells

description: The raw data for the article titled "TM9SF4 acts as a receptor mediating<i> Glaesserella parasuis</i> Cytolethal Distending Toxin–induced cytotoxicity in PK15 cells"
DOI: 10.15468/dl.pvhhmq
title: Occurrence Download

description: A dataset containing 7077 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Avena fatua",
 "Continent is Europe",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 100",
 "Year is greater than or equal to 1970",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "not" : {
 "BasisOfRecord" : [
 "is Material citation"
 ]
 }
 }
 ]
}

 The dataset includes 7077 records from 123 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022201-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15139/s3/ewgeh0
title: Data Management and Sharing Plan for: Center for Plastics Innovation (CPI)

description: The Data Management and Sharing Plan describes the scientific data to be generated and/or used in the research and outlines a strategy for managing and sharing project data.
description: Data Management and Sharing Plan
DOI: 10.48322/1jdr-4d51
title: STEREO-B Ephemeris in the GEI Coordinate System
title: STEREO-B Positions

description: STEREO atttitude and orbit data are distributed as SPICE kernels. Since most SEP investigators would rather not deal with SPICE kernels, Caltech provides text files containing position data for the two STEREO spacecraft, in the following coordinate systems: GEI, GSE, GSM, HCI, HEE, HEEQ.
DOI: 10.15468/dl.6qrp7n
title: Occurrence Download

description: A dataset containing 458 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Year is greater than or equal to 1900",
 "TaxonKey is Euphorbia celastroides"
 ]
}

 The dataset includes 458 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022204-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ejwg44
title: Occurrence Download

description: A dataset containing 4278 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Primula mistassinica"
 ]
}

 The dataset includes 4278 records from 105 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009153-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fhxrs2
title: Occurrence Download

description: A dataset containing 971 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Panicum dichotomiflorum",
 "Country is Japan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 971 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057017-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yhhnwr
title: Occurrence Download

description: A dataset containing 84 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lysimachia minima",
 "Country is Brazil",
 "HasCoordinate is true"
 ]
}

 The dataset includes 84 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057019-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rzggbk
title: Occurrence Download

description: A dataset containing 349 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Panicum dichotomiflorum",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 349 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057018-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rymtue
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ipomoea purpurea",
 "Country is Korea (Democratic People’s Republic of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057020-250717081556266/datasets/export for details.
DOI: 10.15468/dl.he8yng
title: Occurrence Download

description: A dataset containing 51 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Otholobium candicans",
 "HasCoordinate is true",
 "Geometry POLYGON ((-17.66889 -35.11691, 51.34702 -35.11691, 51.34702 37.62, -17.66889 37.62, -17.66889 -35.11691))"
 ]
}

 The dataset includes 51 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057022-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aah8v6
title: Occurrence Download

description: A dataset containing 12061 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Iduna opaca)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 12061 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057021-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7xf8cc
title: Occurrence Download

description: A dataset containing 55499 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Iduna caligata)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 55499 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056988-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b99sgj
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ipomoea purpurea",
 "Country is Lesotho",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057024-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16431313
title: Output Data from Scenario-Based Seismic Risk Assessment in the Timiskaming Region, Eastern Canada

description: These files are .mat files containing the seismic risk output for the Timiskaming region under different scenarios and input parameters. The file names indicate the scenario magnitude, the scaling relationships used, the source model generation method, and the site condition model. For example, one of the files is named Mag6.5_L14_fixed_hypocenter_CanadaSHM5_Geology_based, which indicates that the results correspond to a magnitude 6.5 scenario using the L14 scaling relationships, a fixed hypocenter source generation model, the CanadaSHM5 GMMs, and geology-based site conditions. Each .mat file includes:

·                 A table named Exposure, which contains the exposure data used in the analysis;

·                 A double array named IM, which stores the intensity measure values for each exposure. Since 1,000 ground motion simulations were performed for each exposure, this array contains 1,000 simulated values per exposure;

·                 A double array named LOSS_all_risk, which provides 1000 loss values for each exposure, corresponding to the intensity measures;

·                 A double named LOSS_all_risk_sum, which contains the total loss values for the all-building portfolio, sorted in ascending order. Since each exposure has 1000 simulated loss values, this array includes 1000 total loss values for the all-building portfolio;

·                 A double named LOSS_all_risk_on_fault_sum, which provides the sorted total loss for the on-fault buildings portfolio, also containing 1000 total loss values.
DOI: 10.5281/zenodo.16431314
title: Output Data from Scenario-Based Seismic Risk Assessment in the Timiskaming Region, Eastern Canada

description: These files are .mat files containing the seismic risk output for the Timiskaming region under different scenarios and input parameters. The file names indicate the scenario magnitude, the scaling relationships used, the source model generation method, and the site condition model. For example, one of the files is named Mag6.5_L14_fixed_hypocenter_CanadaSHM5_Geology_based, which indicates that the results correspond to a magnitude 6.5 scenario using the L14 scaling relationships, a fixed hypocenter source generation model, the CanadaSHM5 GMMs, and geology-based site conditions. Each .mat file includes:

·                 A table named Exposure, which contains the exposure data used in the analysis;

·                 A double array named IM, which stores the intensity measure values for each exposure. Since 1,000 ground motion simulations were performed for each exposure, this array contains 1,000 simulated values per exposure;

·                 A double array named LOSS_all_risk, which provides 1000 loss values for each exposure, corresponding to the intensity measures;

·                 A double named LOSS_all_risk_sum, which contains the total loss values for the all-building portfolio, sorted in ascending order. Since each exposure has 1000 simulated loss values, this array includes 1000 total loss values for the all-building portfolio;

·                 A double named LOSS_all_risk_on_fault_sum, which provides the sorted total loss for the on-fault buildings portfolio, also containing 1000 total loss values.
DOI: 10.15468/dl.rqzfme
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Napomyza gymnostoma",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057023-250717081556266/datasets/export for details.
DOI: 10.15468/dl.w755tj
title: Occurrence Download

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

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057025-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f9acnt
title: Occurrence Download

description: A dataset containing 217 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acacia mangium",
 "Country is Brazil",
 "HasCoordinate is true"
 ]
}

 The dataset includes 217 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057026-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vv2thh
title: Occurrence Download

description: A dataset containing 1369 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Panicum dichotomiflorum",
 "Country is Switzerland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1369 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057027-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bj4zag
title: Occurrence Download

description: A dataset containing 813 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oxalis depressa",
 "HasCoordinate is true",
 "Geometry POLYGON ((-17.66889 -35.11691, 51.34702 -35.11691, 51.34702 37.62, -17.66889 37.62, -17.66889 -35.11691))"
 ]
}

 The dataset includes 813 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057029-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kd4rme
title: Occurrence Download

description: A dataset containing 17071 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Pilea microphylla"
 ]
}

 The dataset includes 17071 records from 325 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057028-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.