cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.jd2cr5
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((103.438 2.794176, 103.367654 2.788607, 103.299042 2.772037, 103.233856 2.744876, 103.1737 2.707792, 103.120058 2.661699, 103.074251 2.607733, 103.037405 2.547225, 103.010428 2.481663, 102.993981 2.412665, 102.988469 2.341928, 102.994026 2.271194, 103.010512 2.202205, 103.037522 2.13666, 103.074388 2.076171, 103.120203 2.022227, 103.173837 1.976156, 103.233972 1.939092, 103.299127 1.911946, 103.367699 1.895387, 103.438 1.889821, 103.508301 1.895387, 103.576873 1.911946, 103.642028 1.939092, 103.702163 1.976156, 103.755797 2.022227, 103.801612 2.076171, 103.838478 2.13666, 103.865488 2.202205, 103.881974 2.271194, 103.887531 2.341928, 103.882019 2.412665, 103.865572 2.481663, 103.838595 2.547225, 103.801749 2.607733, 103.755942 2.661699, 103.7023 2.707792, 103.642144 2.744876, 103.576958 2.772037, 103.508346 2.788607, 103.438 2.794176))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 14 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000444-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18318057
title: Dataset
DOI: 10.5281/zenodo.18318056
title: Dataset
DOI: 10.23641/asha.30856571
title: ECoLoGiC-Tx for conversational language in aphasia (Leaman et al., 2026)

description: <b>Purpose: </b>The aim of this study was to evaluate group- and individual-level impact of ECoLoGiC (Expanding Communication and Language Opportunities Generated in Conversation) Treatment (ECoLoGiC-Tx), an aphasia intervention aimed at improving conversational language. In addition, treatment fidelity for the speech-language pathologists (SLPs) who delivered treatment was evaluated, providing feasibility data to optimize successful future field implementation.<b>Method: </b>Ten people with moderate or severe aphasia completed 10 weeks of ECoLoGiC-Tx delivered twice weekly for 1 hour. Testing occurred at pretreatment, posttreatment, and at 6 weeks maintenance. Conversation/monologue samples were collected three times per testing phase. Group results were analyzed using linear mixed models. Individual data were analyzed using effect size and minimal detectable change criteria. Treatment fidelity was analyzed using an established 23-point checklist.<b>Results: </b>Robust results indicate generalization across measure types at group and individual levels. Participants improved their ability to convey meaning in conversation, the primary focus of ECoLoGiC-Tx. They demonstrated an average gain of 11.31 points on the Western Aphasia Battery–Revised (range: −1 to 21.5), and 7/10 participants shifted to a less impaired category of severity (e.g., from severe to moderate aphasia). Group-level change did not occur for reading, sentence construction in a picture task or in monologue, or Grammaticality in conversation/monologue. SLP fidelity was 97.3%.<b>Conclusions: </b>Pilot study findings were replicated, with robust group and individual results. Exceptional improvements occurred for 9/10 participants. Results demonstrate generalization of skills to conversation and reduced aphasia severity for most participants. Deliverability of ECoLoGiC-Tx was evidenced by very high treatment fidelity by practicing SLPs, suggesting good potential for successful field implementation.<b>Supplemental Material S1.</b> Discourse samples: durations, number of utterances, number of words.<b>Supplemental Material S2.</b> Interrater reliability for discourse measures.<b>Supplemental Material S3.</b> SLP treatment fidelity checklists.<b>Supplemental Material S4.</b> SLP fidelity for each participant for each component of therapy and overall.Leaman, M. C., Edmonds, L. A., Oleson, J. J., & Williams, K. N. (2026). Improving language in individual conversation-level therapy: Group and individual results of ECoLoGiC treatment for people with moderate and severe aphasia. <i>American Journal of Speech-Language Pathology</i>. Advance online publication. https://doi.org/10.1044/2025_AJSLP-25-00113
DOI: 10.23641/asha.30856571.v1
title: ECoLoGiC-Tx for conversational language in aphasia (Leaman et al., 2026)

description: <b>Purpose: </b>The aim of this study was to evaluate group- and individual-level impact of ECoLoGiC (Expanding Communication and Language Opportunities Generated in Conversation) Treatment (ECoLoGiC-Tx), an aphasia intervention aimed at improving conversational language. In addition, treatment fidelity for the speech-language pathologists (SLPs) who delivered treatment was evaluated, providing feasibility data to optimize successful future field implementation.<b>Method: </b>Ten people with moderate or severe aphasia completed 10 weeks of ECoLoGiC-Tx delivered twice weekly for 1 hour. Testing occurred at pretreatment, posttreatment, and at 6 weeks maintenance. Conversation/monologue samples were collected three times per testing phase. Group results were analyzed using linear mixed models. Individual data were analyzed using effect size and minimal detectable change criteria. Treatment fidelity was analyzed using an established 23-point checklist.<b>Results: </b>Robust results indicate generalization across measure types at group and individual levels. Participants improved their ability to convey meaning in conversation, the primary focus of ECoLoGiC-Tx. They demonstrated an average gain of 11.31 points on the Western Aphasia Battery–Revised (range: −1 to 21.5), and 7/10 participants shifted to a less impaired category of severity (e.g., from severe to moderate aphasia). Group-level change did not occur for reading, sentence construction in a picture task or in monologue, or Grammaticality in conversation/monologue. SLP fidelity was 97.3%.<b>Conclusions: </b>Pilot study findings were replicated, with robust group and individual results. Exceptional improvements occurred for 9/10 participants. Results demonstrate generalization of skills to conversation and reduced aphasia severity for most participants. Deliverability of ECoLoGiC-Tx was evidenced by very high treatment fidelity by practicing SLPs, suggesting good potential for successful field implementation.<b>Supplemental Material S1.</b> Discourse samples: durations, number of utterances, number of words.<b>Supplemental Material S2.</b> Interrater reliability for discourse measures.<b>Supplemental Material S3.</b> SLP treatment fidelity checklists.<b>Supplemental Material S4.</b> SLP fidelity for each participant for each component of therapy and overall.Leaman, M. C., Edmonds, L. A., Oleson, J. J., & Williams, K. N. (2026). Improving language in individual conversation-level therapy: Group and individual results of ECoLoGiC treatment for people with moderate and severe aphasia. <i>American Journal of Speech-Language Pathology</i>. Advance online publication. https://doi.org/10.1044/2025_AJSLP-25-00113
DOI: 10.5281/zenodo.18318136
title: Sorghum Moench. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:55
DOI: 10.5281/zenodo.18318137
title: Sorghum Moench. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:55
DOI: 10.15468/dl.qfdcmb
title: Occurrence Download

description: A dataset containing 191 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Abramis brama",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1955",
 "Year is less than or equal to 1959"
 ]
}

 The dataset includes 191 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000445-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.87rv8d
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nyctiophylax hjangsanchonus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000446-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60520/ieda/114286
title: Mineral analyses, and melt compositions of granulites from Grove Mountain, Antarctica

description: Table S1. Representative chemical compositions of minerals in the UHT granulites from the Grove Mountains, East Antarctica.
Table S2. LA-ICP-MS U-Pb isotope and trace element data for zircons of UHT granulites from the Grove Mountains.
Table S3. LA-ICP-MS U-Pb isotope and trace element data for monazites of UHT granulites from the Grove Mountains.
Table S4. LA-ICP-MS in situ biotite Rb-Sr analysis results for the UHT samples and standard sample ZBH-25.
Figure S1. Melt and garnet content variation diagrams for (a–b) MSW59J-3A2, (c–d) MSW24-1A, and (e–f) MSW22-3A.
Figure S2. Microstructural characterisation of representative zircon in BSE and CL images for UHT pelitic granulites (a) MSW59J-3A2, (b) MSW24-1A, and (c) MSW22-3A. These images show complex internal textures, including fractures, dissolution pits along grain boundaries (yellow arrows), spherical to irregular porosity (green arrows), mineral inclusions (blue arrows), and zircon replacement fronts.
Figure S3. Representative zircon CL images for (a) MSW59J-3A2, (b) MSW24-1A, and (c) MSW22-3A. Yellow arrows indicate evidence of melt-mediated coupled dissolution–precipitation replacement reactions.
DOI: 10.25824/redu/bhnwwx
title: 3D geological uncertainty dataset and models for proxy-based uncertainty quantification in oil reservoir simulations

description: This dataset supports the doctoral research entitled “Model Uncertainty Quantification to Improve Oil Reservoir Simulations”. It includes numerical reservoir simulation outputs, proxy model predictions, dimensionality-reduced geological representations, reconstructed 3D geological properties, and uncertainty quantification results obtained using deep learning models. The data were generated from a Brazilian offshore oil field and are intended to support reproducibility, validation, and future research on proxy modeling, geological uncertainty reconstruction, and uncertainty quantification in reservoir engineering. Os dados não podem ser disponibilizados por questões de proteção intelectual. Para mais informações, contatar os responsáveis
DOI: 10.15468/dl.sdhxae
title: Occurrence Download

description: A dataset containing 428 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "Country is Morocco",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Hyla meridionalis"
 ]
}

 The dataset includes 428 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000447-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.faedar
title: Occurrence Download

description: A dataset containing 55 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((103.708 -0.803817, 103.63773 -0.809383, 103.56919 -0.825945, 103.504066 -0.853095, 103.443962 -0.890164, 103.390357 -0.936241, 103.344571 -0.99019, 103.307732 -1.050684, 103.280746 -1.116234, 103.264278 -1.185226, 103.258735 -1.255961, 103.264254 -1.326698, 103.2807 -1.395696, 103.307669 -1.461254, 103.344498 -1.521759, 103.39028 -1.57572, 103.443888 -1.621808, 103.504003 -1.658888, 103.569144 -1.686046, 103.637706 -1.702614, 103.708 -1.708182, 103.778294 -1.702614, 103.846856 -1.686046, 103.911997 -1.658888, 103.972112 -1.621808, 104.02572 -1.57572, 104.071502 -1.521759, 104.108331 -1.461254, 104.1353 -1.395696, 104.151746 -1.326698, 104.157265 -1.255961, 104.151722 -1.185226, 104.135254 -1.116234, 104.108268 -1.050684, 104.071429 -0.99019, 104.025643 -0.936241, 103.972038 -0.890164, 103.911934 -0.853095, 103.84681 -0.825945, 103.77827 -0.809383, 103.708 -0.803817))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 55 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000448-260120142942310/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.31100566
title: Replication data and .do file for: "Okay, Boomer: Understanding Speaker Persuasiveness Across Generations"

description: Replication data and .do file for: "Okay, Boomer: Understanding Speaker Persuasiveness Across Generations"
DOI: 10.6084/m9.figshare.31100566.v1
title: Replication data and .do file for: "Okay, Boomer: Understanding Speaker Persuasiveness Across Generations"

description: Replication data and .do file for: "Okay, Boomer: Understanding Speaker Persuasiveness Across Generations"
DOI: 10.15468/dl.c22wsy
title: Occurrence Download

description: A dataset containing 455 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((101.985 2.830175, 101.914652 2.824606, 101.846038 2.808037, 101.78085 2.780875, 101.720693 2.743791, 101.667049 2.697698, 101.621241 2.643732, 101.584394 2.583224, 101.557416 2.517662, 101.54097 2.448664, 101.535458 2.377926, 101.541015 2.307193, 101.557502 2.238204, 101.584512 2.172659, 101.62138 2.11217, 101.667196 2.058227, 101.720832 2.012156, 101.780968 1.975092, 101.846124 1.947946, 101.914697 1.931387, 101.985 1.925822, 102.055303 1.931387, 102.123876 1.947946, 102.189032 1.975092, 102.249168 2.012156, 102.302804 2.058227, 102.34862 2.11217, 102.385488 2.172659, 102.412498 2.238204, 102.428985 2.307193, 102.434542 2.377926, 102.42903 2.448664, 102.412584 2.517662, 102.385606 2.583224, 102.348759 2.643732, 102.302951 2.697698, 102.249307 2.743791, 102.18915 2.780875, 102.123962 2.808037, 102.055348 2.824606, 101.985 2.830175))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 455 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000449-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4ktaey
title: Occurrence Download

description: A dataset containing 746 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Abramis brama",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1960",
 "Year is less than or equal to 1964"
 ]
}

 The dataset includes 746 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000450-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e244470
title: Medicare COVID-19 Hospitalization Trends

description: The Medicare COVID-19 Hospitalization Trends dataset contains aggregate information from Medicare Fee-for-Service claims, Medicare Advantage encounter, and Medicare enrollment data. It provides insight around the groups of beneficiaries that were hospitalized at different points during the pandemic.

CMS publicly released the first Preliminary Medicare COVID-19 Snapshot in June 2020 during the early stages of the Public Health Emergency for COVID-19. That report focused on COVID-19 cases and hospitalizations data for Medicare beneficiaries with a COVID-19 diagnosis. Throughout 2020 and 2021, that report was subsequently updated with refreshed data 13 times. Beginning in October 2021, CMS shifted its public COVID-19 reporting away from cumulative case and hospitalization rates to hospitalization trends over time with the release of this report, the Medicare COVID-19 Hospitalization Trends Report.

All prior releases of both the Preliminary Medicare COVID-19 Snapshot and the Medicare COVID-19 Hospitalization Trends Report are available for download in the Medicare COVID-19 Data - Prior Releases file.
DOI: 10.3886/e244470v1
title: Medicare COVID-19 Hospitalization Trends

description: The Medicare COVID-19 Hospitalization Trends dataset contains aggregate information from Medicare Fee-for-Service claims, Medicare Advantage encounter, and Medicare enrollment data. It provides insight around the groups of beneficiaries that were hospitalized at different points during the pandemic.

CMS publicly released the first Preliminary Medicare COVID-19 Snapshot in June 2020 during the early stages of the Public Health Emergency for COVID-19. That report focused on COVID-19 cases and hospitalizations data for Medicare beneficiaries with a COVID-19 diagnosis. Throughout 2020 and 2021, that report was subsequently updated with refreshed data 13 times. Beginning in October 2021, CMS shifted its public COVID-19 reporting away from cumulative case and hospitalization rates to hospitalization trends over time with the release of this report, the Medicare COVID-19 Hospitalization Trends Report.

All prior releases of both the Preliminary Medicare COVID-19 Snapshot and the Medicare COVID-19 Hospitalization Trends Report are available for download in the Medicare COVID-19 Data - Prior Releases file.
DOI: 10.15468/dl.fy6axt
title: Occurrence Download

description: A dataset containing 1632 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "Country is Morocco",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pelophylax saharicus"
 ]
}

 The dataset includes 1632 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000451-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25345/c5959cn2g
title: MassIVE MSV000100528 - GNPS - Bignoniaceae plants (negative mode)
title: Bignoniaceae plant species (dried leaves). Plant material extracts. Negative ionization mode.
DOI: 10.15468/dl.gn6sse
title: Occurrence Download

description: A dataset containing 9335 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Bryonia alba"
 ]
}

 The dataset includes 9335 records from 265 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000454-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f6fk65
title: Occurrence Download

description: A dataset containing 27321 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is North America",
 "Country is United States of America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Quercus alba L."
 ]
}

 The dataset includes 27321 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009637-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wjrm3y
title: Occurrence Download

description: A dataset containing 86 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rottboellia cochinchinensis (Lour.) Clayton",
 "Country is Tanzania, United Republic of"
 ]
}

 The dataset includes 86 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009638-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2hk7kc
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Stellaria media",
 "Country is Iran (Islamic Republic of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 28 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024441-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nsk6dz
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024442-250811113504898/datasets/export for details.
DOI: 10.15468/dl.27ubq3
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024443-250811113504898/datasets/export for details.
DOI: 10.5281/zenodo.15546637
title: Predicting chlorophyll-a in the Mauritanian-Senegalese Coastal Upwelling from tropical Sea Surface Temperature - Data
DOI: 10.5281/zenodo.15546638
title: Predicting chlorophyll-a in the Mauritanian-Senegalese Coastal Upwelling from tropical Sea Surface Temperature - Data