cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.suy4p3
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is An updated checklist of the Recent non-marine Ostracoda (Crustacea) of Iran, with a redescription of Eucypris mareotica (Fischer, 1855)"
 ]
}

 The dataset includes 15 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019407-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b8dqug
title: Occurrence Download

description: A dataset containing 3129 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Japan",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Bombus hypocrita"
 ]
}

 The dataset includes 3129 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019408-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9m4ugt
title: Occurrence Download

description: A dataset containing 736 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Japan",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Bombus ignitus"
 ]
}

 The dataset includes 736 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019409-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u3hkfw
title: Occurrence Download

description: A dataset containing 220 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Myctophum brachygnathum",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 220 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019410-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.69x98j
title: Occurrence Download

description: A dataset containing 62 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pteronia oblanceolata",
 "HasCoordinate is true"
 ]
}

 The dataset includes 62 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019411-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17773124
title: DEJA-VU: A multimodal dataset for emotional transition analysis in virtual reality

description: Emotion recognition from physiological signals typically treats emotions as discrete, static states rather than dynamic processes, creating limitations for real-world affective computing applications. This dataset contains multimodal physiological recordings from 28 participants experiencing systematically designed emotional transitions in virtual reality environments. Participants viewed validated emotion-eliciting video stimuli across three emotional quadrants with 69-second neutral reset periods between stimuli. Four physiological modalities were recorded simultaneously: EEG (7 channels, 300 Hz), ECG (4 leads, 512 Hz), EMG (2 channels, 512 Hz), and GSR (3 channels, 10 Hz). The experimental protocol employed balanced incomplete block design across six possible emotional sequences. Statistical validation demonstrates quadrant differentiation with average of 70% physiological validation based and 85% self-reported based emotion induction success rates. Individual journey analysis reveals emotional mobility ranging 8.84%-58.39% on Valence-Arousal plane of theoretical maximum. The dataset comprises 1.85GB of raw data and 238 video-aligned physiological segments, and comprehensive self-assessment ratings. This resource enables research in dynamic emotion recognition, temporal affective computing, and individual differences in emotional responsivity during controlled emotional transitions.
DOI: 10.5281/zenodo.17773125
title: DEJA-VU: A multimodal dataset for emotional transition analysis in virtual reality

description: Emotion recognition from physiological signals typically treats emotions as discrete, static states rather than dynamic processes, creating limitations for real-world affective computing applications. This dataset contains multimodal physiological recordings from 28 participants experiencing systematically designed emotional transitions in virtual reality environments. Participants viewed validated emotion-eliciting video stimuli across three emotional quadrants with 69-second neutral reset periods between stimuli. Four physiological modalities were recorded simultaneously: EEG (7 channels, 300 Hz), ECG (4 leads, 512 Hz), EMG (2 channels, 512 Hz), and GSR (3 channels, 10 Hz). The experimental protocol employed balanced incomplete block design across six possible emotional sequences. Statistical validation demonstrates quadrant differentiation with average of 70% physiological validation based and 85% self-reported based emotion induction success rates. Individual journey analysis reveals emotional mobility ranging 8.84%-58.39% on Valence-Arousal plane of theoretical maximum. The dataset comprises 1.85GB of raw data and 238 video-aligned physiological segments, and comprehensive self-assessment ratings. This resource enables research in dynamic emotion recognition, temporal affective computing, and individual differences in emotional responsivity during controlled emotional transitions.
DOI: 10.6084/m9.figshare.30748226
title: Experimental data

description: Original data of the figures in the article
DOI: 10.6084/m9.figshare.30748226.v1
title: Experimental data

description: Original data of the figures in the article
DOI: 10.15468/dl.hfpq8a
title: Occurrence Download

description: A dataset containing 396 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Megophrys boettgeri"
 ]
}

 The dataset includes 396 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019414-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7bb3ek
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Museums Victoria provider for OZCAM",
 "TaxonKey is Hemiaspis damelii"
 ]
}

 The dataset includes 10 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019415-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4ywzrs
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Obliquogobius eptactis",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019416-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uevgmj
title: Occurrence Download

description: A dataset containing 335 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Japan",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Bombus terrestris"
 ]
}

 The dataset includes 335 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019417-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kjs7aq
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pithecopus centralis"
 ]
}

 The dataset includes 28 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019418-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2z5yms
title: Occurrence Download

description: A dataset containing 190 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pulchrana mangyanum"
 ]
}

 The dataset includes 190 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019422-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bvjean
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Description of Coladenia simianensis sp. nov. (Lepidoptera: Hesperiidae) from China, with an annotated checklist of the genus Coladenia Moore, 1881"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019423-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q4f64f
title: Occurrence Download

description: A dataset containing 109 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pteronia onobromoides",
 "HasCoordinate is true"
 ]
}

 The dataset includes 109 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019420-251120083545085/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.30744665
title: Preprocessed_dataset

description: Here we provide the data necessary to replicate all reported findings in this article, along with associated metadata.
DOI: 10.6084/m9.figshare.30744665.v2
title: Preprocessed_dataset

description: Here we provide the data necessary to replicate all reported findings in this article, along with associated metadata.
DOI: 10.6084/m9.figshare.30744665.v1
title: Preprocessed_dataset

description: Here we provide the data necessary to replicate all reported findings in this article, along with associated metadata.
DOI: 10.15468/dl.9nfhx3
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chelonodontops alvheimi",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019424-251120083545085/datasets/export for details.
DOI: 10.15468/dl.k5btvr
title: Occurrence Download

description: A dataset containing 15452560 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "TaxonKey is Lepidoptera"
 ]
}

 The dataset includes 15452560 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019383-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kpe2zn
title: Occurrence Download

description: A dataset containing 2777 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Japan",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Bombus ardens"
 ]
}

 The dataset includes 2777 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019425-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bc89y9
title: Occurrence Download

description: A dataset containing 85 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pteronia ovalifolia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 85 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019426-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xtbrbc
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Siphonaria madagascarensis",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 16 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019428-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vczwp3
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Locality is Barquisimeto",
 "TaxonKey is Passeriformes",
 "Year 2002-2024"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019427-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mpqz5j
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Caracterización de Mamíferos en el área de Farallones, jurisdicción de CORPOGUAVIO"
 ]
}

 The dataset includes 24 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019429-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zrbf66
title: Occurrence Download

description: A dataset containing 204 records in GBIF matching the query:
SELECT
 kingdom,
 kingdomkey,
 phylum,
 phylumkey,
 class,
 classkey,
 "order",
 orderkey,
 family,
 familykey,
 genus,
 genuskey,
 species,
 specieskey,
 "year",
 IF(ISNULL(kingdomkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY kingdomkey, "year")) kingdomcount,
 IF(ISNULL(phylumkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY phylumkey, "year")) phylumcount,
 IF(ISNULL(classkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY classkey, "year")) classcount,
 IF(ISNULL(orderkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY orderkey, "year")) ordercount,
 IF(ISNULL(familykey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY familykey, "year")) familycount,
 IF(ISNULL(genuskey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY genuskey, "year")) genuscount,
 COUNT(*) occurrences,
 MIN(GBIF_TEMPORALUNCERTAINTY(eventdate, eventtime)) mintemporaluncertainty,
 MIN(COALESCE(coordinateuncertaintyinmeters, 1000)) mincoordinateuncertaintyinmeters
FROM
 occurrence
WHERE
 (CAST(occurrence.taxonkey AS INTEGER) = 3170305 OR CAST(occurrence.acceptedtaxonkey AS INTEGER) = 3170305 OR CAST(occurrence.kingdomkey AS INTEGER) = 3170305 OR CAST(occurrence.phylumkey AS INTEGER) = 3170305 OR CAST(occurrence.classkey AS INTEGER) = 3170305 OR CAST(occurrence.orderkey AS INTEGER) = 3170305 OR CAST(occurrence.familykey AS INTEGER) = 3170305 OR CAST(occurrence.genuskey AS INTEGER) = 3170305 OR CAST(occurrence.specieskey AS INTEGER) = 3170305)
 AND occurrence.hasgeospatialissues = FALSE
 AND NOT GBIF_STRINGARRAYCONTAINS(occurrence.issue, 'TAXON_MATCH_FUZZY', TRUE)
 AND (occurrence.distancefromcentroidinmeters &gt;= 2000.0 OR occurrence.distancefromcentroidinmeters IS NULL)
 AND NOT occurrence.basisofrecord IN ('FOSSIL_SPECIMEN', 'LIVING_SPECIMEN')
 AND occurrence.occurrencestatus = 'PRESENT'
 AND (occurrence.specieskey IS NOT NULL AND occurrence."year" IS NOT NULL)
GROUP BY
 occurrence.kingdom,
 occurrence.kingdomkey,
 occurrence.phylum,
 occurrence.phylumkey,
 occurrence.class,
 occurrence.classkey,
 occurrence."order",
 occurrence.orderkey,
 occurrence.family,
 occurrence.familykey,
 occurrence.genus,
 occurrence.genuskey,
 occurrence.species,
 occurrence.specieskey,
 occurrence."year"

 The dataset's 204 records were derived from 267 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019393-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jhzzmf
title: Occurrence Download

description: A dataset containing 2836533 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "TaxonKey is Odonata"
 ]
}

 The dataset includes 2836533 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019412-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9mf82x
title: Occurrence Download

description: A dataset containing 271 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pteronia pallens",
 "HasCoordinate is true"
 ]
}

 The dataset includes 271 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019431-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s8y6ep
title: Occurrence Download

description: A dataset containing 45 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Siphonaria costata",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 45 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019432-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17773362
title: The Impact of Artificial Intelligence Based Personalization on Purchase Intention in Mobile Super Apps

description: This study investigates the influence of AI-driven personalization on user experience, trust, and purchase intention within super app. The rapid advancement of AI enables digital platform to deliver highly tailored product and service recommendations, shaping a more engaging and efficient user journey. However, the growing reliance on personalization technologies also introduces challenges related to privacy, transparency and data security. Which can undermine user confidence and satisfaction. To address these issues, this study aims to examine AI based personalization affects user behavior and perception across interconnected digital ecosystems. Data were obtained through purposive sampling method involving 396 respondents in Jabodetabek (Jakarta metropolitan area in Indonesia) who have experience and actively use super apps. The data collection was conducted through structured questionnaires via Google Forms distributed from August to September 2025. Using Structural Equation Modeling (SEM) with SmartPLS 4, the analysis tested eight variables, namely AI-driven personalization, personalization, customer satisfaction, customer experience, perceived risk, purchase intention, perceived ease of use, and perceived usefulness. In addition, there are 10 hypotheses that have been proven to be significant. This result showed that all hypotheses were statically significant, indicating that AI-driven personalization exert a positive and consistent influence on user satisfaction, perceived usefulness, and purchase intention. These findings highlight the dual role of personalization as both an enabler of meaningful digital experiences and a factor requiring strong ethical and data protection measures to sustain long term user trust.
DOI: 10.5281/zenodo.17773363
title: The Impact of Artificial Intelligence Based Personalization on Purchase Intention in Mobile Super Apps

description: This study investigates the influence of AI-driven personalization on user experience, trust, and purchase intention within super app. The rapid advancement of AI enables digital platform to deliver highly tailored product and service recommendations, shaping a more engaging and efficient user journey. However, the growing reliance on personalization technologies also introduces challenges related to privacy, transparency and data security. Which can undermine user confidence and satisfaction. To address these issues, this study aims to examine AI based personalization affects user behavior and perception across interconnected digital ecosystems. Data were obtained through purposive sampling method involving 396 respondents in Jabodetabek (Jakarta metropolitan area in Indonesia) who have experience and actively use super apps. The data collection was conducted through structured questionnaires via Google Forms distributed from August to September 2025. Using Structural Equation Modeling (SEM) with SmartPLS 4, the analysis tested eight variables, namely AI-driven personalization, personalization, customer satisfaction, customer experience, perceived risk, purchase intention, perceived ease of use, and perceived usefulness. In addition, there are 10 hypotheses that have been proven to be significant. This result showed that all hypotheses were statically significant, indicating that AI-driven personalization exert a positive and consistent influence on user satisfaction, perceived usefulness, and purchase intention. These findings highlight the dual role of personalization as both an enabler of meaningful digital experiences and a factor requiring strong ethical and data protection measures to sustain long term user trust.
DOI: 10.15468/dl.suzsrq
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-6.86709 33.42441,18.46836 33.42441,18.46836 44.70088,-6.86709 44.70088,-6.86709 33.42441))",
 "HasGeospatialIssue is false",
 "Month is July",
 "TaxonKey is Echinaster sepositus",
 "Year 2023-2025"
 ]
}

 The dataset's 1 records were derived from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019421-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tng76q
title: Occurrence Download

description: A dataset containing 13199 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "OccurrenceStatus is Present",
 "TaxonKey is Bucanetes githagineus"
 ]
}

 The dataset includes 13199 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019434-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4x5bxg
title: Occurrence Download

description: A dataset containing 521 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pteronia paniculata",
 "HasCoordinate is true"
 ]
}

 The dataset includes 521 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019435-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.