cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.beey6g
title: Occurrence Download

description: A dataset containing 1136 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Megascops kennicottii (D.G.Elliot, 1867)",
 "HasCoordinate is True",
 "Country is United States of America",
 "Year is greater than or equal to 1999",
 "Year is less than or equal to 2001",
 "Month is greater than or equal to January",
 "Month is less than or equal to December",
 "HasGeospatialIssue is False",
 "DecimalLatitude is greater than or equal to 24.5",
 "DecimalLatitude is less than or equal to 49.5",
 "DecimalLongitude is greater than or equal to -125.0",
 "DecimalLongitude is less than or equal to -66.5"
 ]
}

 The dataset includes 1136 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0383985-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111135499
title: Persepolis Fortification Aramaic Text 474, PFAT 474

description: [Text Description:] Administrative text with seals PFATS 0442s, PFS 0080 ❧ [Text or Publication Number Note:] PFAT 474, Bowman 474 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription. Seal impressions PFATS 0442s on obverse, reverse; PFS 0080 on flat edge.
DOI: 10.15468/dl.4fp6pz
title: Occurrence Download

description: A dataset containing 382611 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-78.83493 -58.66922,19.88669 -66.14542,180.69918 -53.15046,187.01533 0.7534,164.23981 51.23088,117.02233 44.34386,83.62935 37.60192,29.66208 48.65157,32.57704 62.90377,-22.68263 56.67558,-81.93696 52.78008,-131.4221 53.4992,-176.66428 22.45956,-187.54799 -17.13457,-167.18285 -45.11111,-78.83493 -58.66922))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Acanthaceae"
 ]
}

 The dataset includes 382611 records from 1044 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0303536-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111134538
title: Procession of Horses and Captives from the Southwest Wall of the Corridor (Room 10), OI A7365

description: [Text Description:] Two horses and three attendants. ❧ [Text or Publication Number Note:] OI A7365 ❧ [Excavation Description:] Found during Oriental Institute's 1928-1935 excavations at the site of ancient Dur-Sharrukin (Fort Sargon), modern Khorsabad, Iraq ❧ [Medium:] Stone ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Stone bas relief, of limestone. Rectangular, upper register missing. Bottom part of an inscription at the top of the relief. ❧ [Physical Object Note:] 2 m W x 1.405 m H
DOI: 10.15468/dl.2nvzmt
title: Occurrence Download

description: A dataset containing 38418191 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (Ecuador, Colombia, Venezuela (Bolivarian Republic of), Peru, Bolivia (Plurinational State of))"
 ]
}

 The dataset includes 38418191 records from 4935 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0097297-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kkxwbj
title: Occurrence Download

description: A dataset containing 97 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Madagascar",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Amegilla antimena (Saussure, 1890)"
 ]
}

 The dataset includes 97 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001805-250324175209820/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bj23sr
title: Occurrence Download

description: A dataset containing 573 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "TaxonKey is Rhododendron arboreum Sm."
 ]
}

 The dataset includes 573 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001806-250324175209820/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jcpjyf
title: Occurrence Download

description: A dataset containing 3612 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "TaxonKey is Butea monosperma (Lam.) Kuntze"
 ]
}

 The dataset includes 3612 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001804-250324175209820/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fs9xc8
title: Occurrence Download

description: A dataset containing 52056171 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is India"
 ]
}

 The dataset includes 52056171 records from 3125 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001771-250324175209820/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vss4gh
title: Occurrence Download

description: A dataset containing 5685 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aythya novaeseelandiae (J.F.Gmelin, 1789)"
 ]
}

 The dataset includes 5685 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025435-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m9aj32
title: Occurrence Download

description: A dataset containing 55472 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Galium pumilum Murray"
 ]
}

 The dataset includes 55472 records from 287 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0209519-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aojs5w
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Justicia glandulosa (Nees) Lindau",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025437-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xbd5e7
title: Occurrence Download

description: A dataset containing 165 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is China",
 "Country is Chinese Taipei"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Accipiter badius (Gmelin, 1788)"
 ]
}

 The dataset includes 165 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0209534-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pjysh7
title: Occurrence Download

description: A dataset containing 5950 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Amaranthus cruentus L."
 ]
}

 The dataset includes 5950 records from 254 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025442-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gzzd2y
title: Occurrence Download

description: A dataset containing 939 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vulpia ciliata subsp. ambigua (Le Gall) Stace & Auquier"
 ]
}

 The dataset includes 939 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0211132-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jsag2g
title: Occurrence Download

description: A dataset containing 1476 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-11.14723 40.24421,25.14723 40.24421,25.14723 54.75579,-11.14723 54.75579,-11.14723 40.24421))",
 "HasCoordinate is true",
 "TaxonKey is Hippophae rhamnoides subsp. fluviatilis Soest",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1476 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025437-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.brxr28
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "Country is Netherlands",
 "Geometry POLYGON((5.63324 50.78163,5.68817 50.73646,6.06171 50.74341,6.12762 50.94458,6.00677 51.00339,6.09467 51.08972,6.20453 51.14489,6.15509 51.21377,6.11664 51.23097,6.23749 51.32375,6.27045 51.53609,6.11115 51.43004,6.08917 51.35806,6.00128 51.29971,5.91888 51.29284,5.9024 51.21721,5.75958 51.13111,5.63873 50.89957,5.63324 50.78163))",
 "HasGeospatialIssue is false",
 "StateProvince is LImburg",
 "TaxonKey is Viscum album L.",
 "Year 2011-2021"
 ]
}

 The dataset's 1 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0151252-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jdgmfi
title: Occurrence Download

description: A dataset containing 945 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Inventario de Aves Mámbita"
 ]
}

 The dataset includes 945 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025437-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zuvvn3
title: Occurrence Download

description: A dataset containing 255 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eudorcas thomsonii (Günther, 1884)"
 ]
}

 The dataset includes 255 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025435-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ccpehe
title: Occurrence Download

description: A dataset containing 41724 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-106.52756 28.01788,-105.48386 28.01788,-105.55252 29.56696,-106.65115 29.55322,-106.52756 28.01788))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 41724 records from 279 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0205872-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aqovd2
title: Occurrence Download

description: A dataset containing 532 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Thismia Griff."
 ]
}

 The dataset includes 532 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025438-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qv5tdr
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-1.64723 53.74421,34.64723 53.74421,34.64723 68.25579,-1.64723 68.25579,-1.64723 53.74421))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Calluna vulgaris Linnaeus, 1753"
 ]
}

 The dataset includes 36 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032385-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.72adpd
title: Occurrence Download

description: A dataset containing 625 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-30.71310 37.82233,57.71310 37.82233,57.71310 73.17767,-30.71310 73.17767,-30.71310 37.82233))",
 "HasCoordinate is true",
 "TaxonKey is Hippophae rhamnoides subsp. rhamnoides",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 625 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025439-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9d8udj
title: Occurrence Download

description: A dataset containing 1367 species occurrences available in GBIF matching the query:
{
 "SpeciesKey" : [
 "is Cortinarius acutus (Pers.) Fr."
 ]
}

 The dataset includes 1367 records from 86 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0151255-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fdprc5
title: Occurrence Download

description: A dataset containing 2215666 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Orchidaceae",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2215666 records from 1070 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025440-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/y3r7rrn6zf.2
title: Biochemical and Metabolomic Insights into the Effects of Salinity on the Endemic Halophyte Limonium irtaense from Eastern Spain

description: Limonium irtaense is an endemic halophyte from eastern Spain, that naturally grows under saline conditions. However, its physiological and biochemical mechanisms of salt tolerance remain unexplored, despite their potential relevance for understanding adaptive strategies in narrowly distributed coastal species. The present study investigated the effect of increasing concentrations of NaCl (0, 0.05, 0.1, 0.2, 0.3 M) on growth, biochemical traits, ion composition, and metabolic patterns of L. irtaense plants. Flowering and biomass partitioning were maintained under stress treatments. Biochemical adjustments included osmolytes and flavonoid accumulation and ion regulation. Metabolomic profiling revealed a salinity-induced reprogramming of metabolism, with key metabolites such as proline, dopamine, and sugar alcohols showing strong positive correlations with increasing salt levels. Dose-dependent metabolic adjustments were reflected in the enrichment of pathways related to amino acid biosynthesis, carbohydrate metabolism, and antioxidant responses. These findings highlight the physiological resilience of L. irtaense to moderate salinity and identify biochemical markers that not only inform conservation strategies for this endangered endemic species, but also contribute to a broader understanding of halophyte adaptation to increasingly variable environmental conditions.
DOI: 10.15468/dl.qxxsk9
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Albizia pedicellata, Albizia pedicellata)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 40 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005581-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/64rkzr89zp
title: Silver sulfide nanopartilce forest soil

description: Impacts of silver sulfide nanopartilce on denitrification of forest soils
DOI: 10.17632/64rkzr89zp.1
title: Silver sulfide nanopartilce forest soil

description: Impacts of silver sulfide nanopartilce on denitrification of forest soils
DOI: 10.17632/mzgcdxd4bf
title: Perspective of Veterinary Students on Use of Artificial Intelligence in Veterinary Education and Practice

description: The integration of Artificial Intelligence (AI) into healthcare has accelerated globally, yet its implications in veterinary education and clinical training remain underexplored. This study investigates the awareness, attitudes, and advocacy tendencies of veterinary students toward AI, aiming to identify key predictors of support for AI integration into veterinary curricula and practice.
A structured questionnaire comprising 37 items was administered to 76 veterinary students across various academic levels. The survey collected quantitative and qualitative responses on AI familiarity, usage, perceived importance, trust, ethical concerns, and advocacy readiness. Demographically, the majority of respondents were aged 20–23 and enrolled in their third year of study.

Results indicate a moderately high level of AI familiarity, with 65% of students having prior experience using AI-based technologies, albeit not necessarily in veterinary contexts. Importantly, 41% of respondents expressed willingness to advocate for AI’s incorporation into veterinary education. The perceived importance of AI was overwhelmingly positive: 86% of participants viewed AI as somewhat or very important for both teaching and clinical applications. However, ethical concerns—particularly around depersonalization, data privacy, and professional displacement—tempered this optimism.

Using cross-tabulation and logistic regression modeling, the study found that trust in AI reliability, perceived importance in practice, and preparedness to engage with AI were the strongest predictors of advocacy. A Random Forest model validated these findings with a prediction accuracy of 78.3%. Interaction effects between trust and preparedness further influenced advocacy, though their standalone impact was limited.

Text mining and topic modeling of open-ended responses identified five core themes: (1) personalized learning tools, (2) simulation-based training, (3) diagnostic and clinical decision-making aids, (4) data privacy concerns, and (5) cost and accessibility barriers. Thematic clustering showed that the majority of respondents aligned with a profile supportive of AI in education, while a smaller segment expressed skepticism or neutrality.

This study provides evidence that veterinary students are largely receptive to the adoption of AI, particularly when trust, exposure, and preparedness are addressed. As veterinary curricula evolve, integrating hands-on AI tools and ethical frameworks can bridge the current gap between interest and advocacy. The results underscore the necessity of a balanced educational approach that fosters technological confidence while critically addressing concerns surrounding AI use in animal care.
DOI: 10.17632/mzgcdxd4bf.2
title: Perspective of Veterinary Students on Use of Artificial Intelligence in Veterinary Education and Practice

description: The integration of Artificial Intelligence (AI) into healthcare has accelerated globally, yet its implications in veterinary education and clinical training remain underexplored. This study investigates the awareness, attitudes, and advocacy tendencies of veterinary students toward AI, aiming to identify key predictors of support for AI integration into veterinary curricula and practice.
A structured questionnaire comprising 37 items was administered to 76 veterinary students across various academic levels. The survey collected quantitative and qualitative responses on AI familiarity, usage, perceived importance, trust, ethical concerns, and advocacy readiness. Demographically, the majority of respondents were aged 20–23 and enrolled in their third year of study.

Results indicate a moderately high level of AI familiarity, with 65% of students having prior experience using AI-based technologies, albeit not necessarily in veterinary contexts. Importantly, 41% of respondents expressed willingness to advocate for AI’s incorporation into veterinary education. The perceived importance of AI was overwhelmingly positive: 86% of participants viewed AI as somewhat or very important for both teaching and clinical applications. However, ethical concerns—particularly around depersonalization, data privacy, and professional displacement—tempered this optimism.

Using cross-tabulation and logistic regression modeling, the study found that trust in AI reliability, perceived importance in practice, and preparedness to engage with AI were the strongest predictors of advocacy. A Random Forest model validated these findings with a prediction accuracy of 78.3%. Interaction effects between trust and preparedness further influenced advocacy, though their standalone impact was limited.

Text mining and topic modeling of open-ended responses identified five core themes: (1) personalized learning tools, (2) simulation-based training, (3) diagnostic and clinical decision-making aids, (4) data privacy concerns, and (5) cost and accessibility barriers. Thematic clustering showed that the majority of respondents aligned with a profile supportive of AI in education, while a smaller segment expressed skepticism or neutrality.

This study provides evidence that veterinary students are largely receptive to the adoption of AI, particularly when trust, exposure, and preparedness are addressed. As veterinary curricula evolve, integrating hands-on AI tools and ethical frameworks can bridge the current gap between interest and advocacy. The results underscore the necessity of a balanced educational approach that fosters technological confidence while critically addressing concerns surrounding AI use in animal care.
DOI: 10.13145/bacdive123437.20241212.9.2
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.