cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.vx65p6
title: Occurrence Download

description: A dataset containing 11026 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lacerta agilis",
 "Country is Germany",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year 2005-2020"
 ]
}

 The dataset includes 11026 records from 93 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000254-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/swa-j96-jq4
title: Leguminosae Juss.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.15468/dl.345mxm
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erysimum jacquemoudii"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026789-250711103210423/datasets/export for details.
DOI: 10.15468/dl.97pndr
title: Occurrence Download

description: A dataset containing 19974 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Melilotus officinalis",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 19974 records from 185 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026790-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tyexps
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Juncus tenuis",
 "Country is Moldova, Republic of",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026791-250711103210423/datasets/export for details.
DOI: 10.15468/dl.25xmd6
title: Occurrence Download

description: A dataset containing 72 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Barbus conchonius"
 ]
}

 The dataset includes 72 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026793-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pp3b4d
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Juncus tenuis",
 "Country is North Macedonia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026794-250711103210423/datasets/export for details.
DOI: 10.3535/q8t-8ad-qwl
title: Begonia L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.15468/dl.emg9dz
title: Occurrence Download

description: A dataset containing 2611 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Stylosanthes hamata)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2611 records from 117 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026795-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16003439
title: Open-Source Simulator of Imaging Near Metal at Arbitrary Magnetic Field Strengths

description: Phantom data for "Open-Source Simulator of Imaging Near Metal at Arbitrary Magnetic Field Strengths".

Code repository is available here: https://github.com/usc-mrel/mri_metal_simulation
DOI: 10.15468/dl.zpcegb
title: Occurrence Download

description: A dataset containing 9226 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Moricandia arvensis"
 ]
}

 The dataset includes 9226 records from 213 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026796-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wr9286
title: Occurrence Download

description: A dataset containing 116 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Robinia pseudoacacia",
 "Country is Argentina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 116 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026798-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6sxac7
title: Occurrence Download

description: A dataset containing 2031 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Juncus tenuis",
 "Country is Poland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2031 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026797-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.84rc69
title: Occurrence Download

description: A dataset containing 250711375 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "InstitutionKey is not null",
 "CollectionKey is not null"
 ]
 },
 "BasisOfRecord is one of (Specimen, Fossil, Material sample, Living Specimen, Material citation)"
 ]
}

 The dataset includes 250711375 records from 16347 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026620-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y5yht2
title: Occurrence Download

description: A dataset containing 54 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Caloplaca sorocarpa)",
 "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 54 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024685-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18672472
title: SECURITY CHALLENGES IN CLOUD-AI CONVERGED SYSTEMS AND INTELLIGENT DEFENSE MECHANISMS

description: The convergence of cloud computing and artificial intelligence (AI) has enabled transformative capabilities across industries, but it also introduces a complex and evolving threat landscape that demands a paradigm shift in cybersecurity strategy. This article systematically examines the multifaceted security, privacy, and integrity challenges inherent in cloud-AI integrated ecosystems. We analyze critical vulnerabilities spanning data lifecycle exposure, adversarial machine learning attacks, insecure Machine Learning Operations (MLOps) pipelines, and risks arising from shared cloud infrastructure and regulatory fragmentation. In response, the article explores a suite of intelligent, adaptive, and often AI-driven defense mechanisms designed to secure the cloud-AI stack. These include Privacy-Enhancing Technologies (PETs) such as federated learning and confidential computing, adversarial robustness techniques, Zero-Trust Architectures for MLOps, and AI-powered security orchestration for continuous threat detection and response. We argue that securing this convergence requires a holistic, proactive approach that integrates security-by-design principles throughout the AI lifecycle and leverages the cloud's own capabilities to create resilient, trustworthy, and compliant intelligent systems.
DOI: 10.5281/zenodo.18672471
title: SECURITY CHALLENGES IN CLOUD-AI CONVERGED SYSTEMS AND INTELLIGENT DEFENSE MECHANISMS

description: The convergence of cloud computing and artificial intelligence (AI) has enabled transformative capabilities across industries, but it also introduces a complex and evolving threat landscape that demands a paradigm shift in cybersecurity strategy. This article systematically examines the multifaceted security, privacy, and integrity challenges inherent in cloud-AI integrated ecosystems. We analyze critical vulnerabilities spanning data lifecycle exposure, adversarial machine learning attacks, insecure Machine Learning Operations (MLOps) pipelines, and risks arising from shared cloud infrastructure and regulatory fragmentation. In response, the article explores a suite of intelligent, adaptive, and often AI-driven defense mechanisms designed to secure the cloud-AI stack. These include Privacy-Enhancing Technologies (PETs) such as federated learning and confidential computing, adversarial robustness techniques, Zero-Trust Architectures for MLOps, and AI-powered security orchestration for continuous threat detection and response. We argue that securing this convergence requires a holistic, proactive approach that integrates security-by-design principles throughout the AI lifecycle and leverages the cloud's own capabilities to create resilient, trustworthy, and compliant intelligent systems.
DOI: 10.15468/dl.636nk8
title: Occurrence Download

description: A dataset containing 2480 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 Muhlenbergia schreberi"
 ]
}

 The dataset includes 2480 records from 157 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024686-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17545489
title: Dreams and Realities Transcript

description: Transcript of first part of online conference with 7 speakers, with Labov, W., & Waletzky, J. (1967) narrative framework applied to each sentence.
DOI: 10.15468/dl.qmgk5n
title: Occurrence Download

description: A dataset containing 76801 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "TaxonKey is Curruca undata"
 ]
}

 The dataset includes 76801 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020431-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ay4256
title: Occurrence Download

description: A dataset containing 3077 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-71.53846 -13.31439,-72.02232 -14.77197,-71.86952 -16.6351,-69.04273 -17.04946,-68.96633 -13.4878,-71.53846 -13.31439))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Colaptes rupicola"
 ]
}

 The dataset includes 3077 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020460-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jqkdey
title: Occurrence Download

description: A dataset containing 56 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is ZFMK Herpetology collection",
 "TaxonKey is Echinosaura"
 ]
}

 The dataset includes 56 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020461-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g7ke3q
title: Occurrence Download

description: A dataset containing 61294 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ictinia mississippiensis",
 "Year is 2022"
 ]
}

 The dataset includes 61294 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020441-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kmqm2c
title: Occurrence Download

description: A dataset containing 648008 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 one of (Ecdeiocolea rigens, Diascia caitliniae, Thesium susannae, Thesium macrostachyum, Verticordia carinata, Verticordia comosa, Chorizanthe flavescens, Hesperis breviscapa, Pharnaceum lineare, Bellevalia douinii, Bellevalia mosheovii, Bellevalia saviczii, Stellaria graminea, Leucospermum secundifolium, Swainsona longicarinata, Swainsona parviflora, Aeonium saundersii, Gompholobium scabrum, Chorizanthe xanti, Hovea magnibractea, Reseda arabica, Verticordia aurea, Verticordia brevifolia, Verticordia dichroma, Verticordia polytricha, Pheidochloa gracilis, Drimia occultans, Dendrobium kingianum, Thesium ramosum, Pharnaceum croceum, Pharnaceum alpinum, Pharnaceum lanatum, Aeonium balsamiferum, Chorizanthe mutabilis, Chorizanthe pungens, Chorizanthe robusta, Hesperis blakelockii, Drymaria gracilis, Drimia palaestina, Stellaria persica, Oenothera affinis, Oenothera pallida, Thesium lisae-mariae, Diascia ellaphieae, Swainsona rostrata, Oenothera tetraptera, Leucospermum patersonii, Swainsona oliveri, Swainsona microcalyx, Swainsona leeana, Gompholobium preissii, Chorizanthe ventricosa, Hovea apiculata, Hovea graniticola, Saponaria orientalis, Gompholobium huegelii, Heliopsis annua, Verticordia pulchella, Thesium dmmagiae, Thesium tauricolum, Reseda coodei, Aeonium anagense, Caltha appendiculata, Hesperis hedgei, Hesperis matronalis, Echinocereus barthelowianus, Gorteria diffusa, Anthemis cotula, Anthemis pauciloba, Bellevalia anatolica, Oenothera anomala, Anthemis arvensis, Thesium bergeri, Reseda alba, Swainsona rotunda, Swainsona burkittii, Amyris balsamifera, Diascia dielsiana, Diascia elongata, Diascia insignis, Lycochloa avenacea, Aeonium exsul, Swainsona colutoides, Swainsona disjuncta, Aeonium mascaense, Chorizanthe stellulata, Hybanthus serrulatus, Conostephium laeve, Buddleja sessiliflora, Diascia alonsooides, Anthemis wallii, Anthemis yemensis, Encelia halimifolia, Verticordia serotina, Coleocarya gracilis, Melochia tomentosa, Thesium spicatum, Thesium nigromontanum, Reseda suffruticosa)",
 "Year is greater than or equal to 1950"
 ]
}

 The dataset includes 648008 records from 2807 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020454-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dxtm56
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Anhinga anhinga)",
 "Country is one of (Afghanistan, Armenia, Azerbaijan, Bahrain, Bangladesh, Bhutan, Brunei Darussalam, Cambodia, China, Cyprus, Georgia, Hong Kong, India, Indonesia, Iran (Islamic Republic of), Iraq, Israel, Japan, Jordan, Kazakhstan, Korea (Democratic People’s Republic of), Korea, Republic of, Kuwait, Kyrgyzstan, Lao People’s Democratic Republic, Lebanon, Macao, Malaysia, Maldives, Mongolia, Myanmar, Nepal, Oman, Pakistan, Palestine, State of, Philippines, Qatar, Saudi Arabia, Singapore, Sri Lanka, Syrian Arab Republic, Tajikistan, Thailand, Timor-Leste, Türkiye, Turkmenistan, United Arab Emirates, Uzbekistan, Viet Nam, Yemen)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069620-250717081556266/datasets/export for details.
DOI: 10.3535/a34-8by-86w
title: Inga acrocephala Steud.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/czt-f7n-ppm
title: Echinops ceratophorus Boiss.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/hna-w2b-mpv
title: Fibigia umbellata (Boiss.) Boiss.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/zmz-606-9gb
title: Lepanthes horichii Luer

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/fqg-x9q-epv
title: Lepanthes blepharistes Rchb.f.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/frh-dsj-j8x
title: Chione venosa var. cubensis (A.Rich.) David W.Taylor

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3886/icpsr09361
title: European Communities Studies, 1970-1992: Cumulative File
title: Archival Version

description: This data collection contains 36 attitudinal, 21 
 demographic, and 10 analysis variables selected from the European 
 Communities Studies, 1970-1973, and Euro-Barometers 3-38. Question 
 items chosen from the individual surveys for inclusion in the 
 cumulative file have appeared in at least four different surveys. Most 
 items, however, were included in nearly all of the studies carried out 
 during the 22-year period from 1970 to 1992. Attitudinal variables 
 selected from the individual studies include respondent's overall life 
 satisfaction, amount of social change desired, left/right political 
 orientation, support of the Common Market, strength of religious 
 attachment, and the political party for which the respondent would 
 vote. Other variables record respondents' opinions on topics such as 
 the unification of Europe, elections to the European Parliament, 
 nuclear power, income equality, terrorism, military defense, public 
 ownership vs. private industry, and pollution. Three indices 
 constructed by the principal investigators--cognitive mobilization, 
 materialist/post-materialist values, and left/center/right vote--also 
 are included. Demographic information supplied includes age, sex, 
 marital status, household composition, occupation, religion, family 
 income, age at which the respondent left school, town size, region, 
 union membership of household members, size and supervision of the 
workplace, subjective social class, work sector, and housing source.
description: Multistage probability samples and stratified quota 
samples.
description: Datasets: 
DS0: Study-Level Files
DS1: Data File
DS2: SAS Data Definition Statements
DS10: Diskette D00170 (Codebook in ASCII and MSWord 5.0)
description: Persons aged 15 and over residing in the 12 member nations 
 of the European Community: Belgium, France, Italy, the Netherlands, 
 West Germany (1970-1992), United Kingdom (1970, 1973-1992), Denmark 
 (1973-1992), Ireland (1973-1992), Luxembourg (1973-1992), Greece 
(1980-1992), Spain (1981-1992), and Portugal (1982-1992).
description: This data collection replaces EUROPEAN COMMUNITIES 
STUDIES, 1973-1984: CUMULATIVE FILE (ICPSR 8434).
DOI: 10.3535/c4t-pe0-eqr
title: Luzula picta R. Lesson & A. Rich.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/pcc-tea-ns0
title: Euphronia hirtelloides Mart.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/1y5-6wa-c96
title: Lepanthes lindleyana Oerst. & Rchb.f.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/lnv-j6g-l2g
title: Erythroxylum bangii Rusby

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3886/icpsr07015
title: Political Participation in America, 1967
title: Archival Version

description: The focus of this study is individual political participation, both at the local and national levels. Respondents were asked to describe the most important recent changes and problems within their communities, how they kept informed of community and national events (media sources), their opinions of and interactions with community organizations as well as local, state, and national governments and political leaders, the role of government in solving emerging social problems, preference for local, state, or federal action, and how they voted in the presidential elections of 1960 and 1964. Background information on respondents includes age, race, sex, education, religion, employment status (including occupation and industry), marital status, political orientation and activity, years of local residency, age of children in household, and family income.
description: Multistage area probability sample.
description: Datasets: DS1: Political Participation in America, 1967
description: Resident population of the United States aged 21 and older, living in noninstitutional housing.
description: Conducted by the National Opinion Research Center, University of Chicago, and the Survey Research Center, University of California-Berkeley.
DOI: 10.3535/btf-87b-qn4
title: Platystele compacta (Ames) Ames

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/lm4-lyy-jyp
title: Siemensia pendula (C.Wright ex Griseb.) Urb.

description: Digital Specimen for the physical specimen hosted at University of Graz.