cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.4v5jut
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Uruguay",
 "DatasetKey is iNaturalist Research-grade Observations",
 "OccurrenceStatus is Present",
 "TaxonKey is Pseudis limellum (Cope, 1862)"
 ]
}

 The dataset includes 10 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021752-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/11124992
title: Hacker News Cumulative Data
DOI: 10.15468/dl.dspynx
title: Occurrence Download

description: A dataset containing 312 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Ambrosia carduacea (Greene) W.W.Payne"
 ]
}

 The dataset includes 312 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021751-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m9jbrz
title: Occurrence Download

description: A dataset containing 1937 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Thailand",
 "TaxonKey is Pavo muticus Linnaeus, 1766"
 ]
}

 The dataset includes 1937 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021753-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zus5fp
title: Occurrence Download

description: A dataset containing 837 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Manis javanica Desmarest, 1822"
 ]
}

 The dataset includes 837 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021754-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y8gcms
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Thailand",
 "TaxonKey is Tabebuia rosea (Bertol.) Bertero ex A.DC."
 ]
}

 The dataset includes 13 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021755-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ttcqcn
title: Occurrence Download

description: A dataset containing 871 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Thailand",
 "TaxonKey is Ketupa ketupu (Horsfield, 1821)"
 ]
}

 The dataset includes 871 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021756-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z6922s
title: Occurrence Download

description: A dataset containing 3393 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Database and digitization of bees from TIGER project (Thailand)"
 ]
}

 The dataset includes 3393 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021757-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sentg4
title: Occurrence Download

description: A dataset containing 6644 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Ambrosia chamissonis (Less.) Greene"
 ]
}

 The dataset includes 6644 records from 154 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021758-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s3kfkg
title: Occurrence Download

description: A dataset containing 1151 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Recurvaria nanella (Denis & Schiffermüller), 1775",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1151 records from 79 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021759-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xmfgsx
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Uruguay",
 "DatasetKey is iNaturalist Research-grade Observations",
 "OccurrenceStatus is Present",
 "TaxonKey is Rhinella achavali (Maneyro, Arrieta & de Sá, 2004)"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021760-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8g35am
title: Occurrence Download

description: A dataset containing 51 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Thailand",
 "TaxonKey is Cuon alpinus (Pallas, 1811)"
 ]
}

 The dataset includes 51 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021761-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rnkgf6
title: Occurrence Download

description: A dataset containing 7438 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Thailand",
 "OccurrenceStatus is Present",
 "TaxonKey is Sitta frontalis Swainson, 1820"
 ]
}

 The dataset includes 7438 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021764-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nvf29v
title: Occurrence Download

description: A dataset containing 1071 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Thailand",
 "TaxonKey is one of (Sterna aurantia J.E.Gray, 1831, Pterocarpus macrocarpus Kurz)"
 ]
}

 The dataset includes 1071 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021765-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nsvf2m
title: Occurrence Download

description: A dataset containing 637 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Thailand",
 "TaxonKey is Temnurus temnurus (Temminck, 1825)"
 ]
}

 The dataset includes 637 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021767-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34973/p0hn-ce44
title: Audiovisual Perception of Spanish Lexical Stress

description: In this study, we further our understanding of the manual McGurk Effect – the notion that the timing of non-referential “beat” gestures can act as a visual cue to prominence, biasing the perception and subsequent discrimination of lexical stress minimal pairs that have been manipulated to be auditorily ambiguous.

In this collection, you will find the various scripts that were used for audio and audiovisual stimuli creation, the raw data from the audio-only pretest that was used to select the final audio stimuli as well as the raw data from the audiovisual 2-AFC task, as well as the R scripts used for data analysis.

This work was supported by an ERC Starting Grant [PI: H.R.B.] (HearingHands, 101040276) under the Horizon Europe program from the European Union. Views and opinions expressed are however those of the author(s) only and do not necessarily reflect those of the European Union or the European Research Council. Neither the European Union nor the granting authority can be held responsible for them. Further financial support was received from the Centre for Language Studies at Radboud University (Small Research Grant 023) awarded to L.V.M.
DOI: 10.34973/ncq4-kr64
title: EEG of human balance control

description: This data sharing collection contains the analysis scripts and analyzed data from a reactive balance experiment. This data set has been published in two articles, entitled: "Midfrontal theta dynamics index the monitoring of postural stability" (https://doi.org/10.1093/cercor/bhac283). and Distinct cortico-muscular coupling between step and stance leg during reactive stepping responses" (10.3389/fneur.2023.1124773).
DOI: 10.15468/dl.ysqtbp
title: Occurrence Download

description: A dataset containing 371 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Panthera uncia (Schreber, 1775)"
 ]
}

 The dataset includes 371 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021768-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nf3w5p
title: Occurrence Download

description: A dataset containing 502 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Profenusa thomsoni (Konow, 1886)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 502 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021769-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15067876
title: Climate-dependent phenological responses of bark beetle in planted pine forests: fluctuations of flight activities and under-bark life stages

description: The sampling sites were selected based on previously trapped Orthotomicus erosus (Wollaston) adults and personal field observations. Since experimental sites were located in planted pine forests, the same-aged trees were similarly 20-25 cm in diameter among infested locations. Moreover, the sampling sites were irrigated once a month (30 liters of water per tree). On the other hand, no fertilization treatment was used as conservation operations. Two aggregation pheromone traps (ECONEX ORTHOTOMICUS EROSUS 60 DAYS pheromone composed of α-pinene, ethanol, ipsdienol, ipsenol, methylbutenol) were used in each sample site for two years from April 2019 to March 2021. The pheromone traps were placed at a height of 2.5 m from the ground in the south direction of Pinus eldarica trees. The pheromone capsules prepared from the Spanish company Econex were attached to traps and replaced every 60 days based on the company instructions. So that, the numbers of flying adults were recorded using pheromone traps at 10-day intervals from April 2019 to March 2021. To assess the other developmental stages of O. erosus, 15 trees were randomly selected in each examined sites and two 10 × 10 cm bark samples were separated from pine trunks (up to 2 m above the ground). Then, eggs, larvae, pupae and non-flying adults under pine barks were collected and placed in 70% ethyl alcohol for counting. In addition, four climate variables including the mean temperature, relative humidity, wind speed and rainfall were received from Atmospheric Science and Meteorological Research Center.
DOI: 10.5281/zenodo.15067877
title: Climate-dependent phenological responses of bark beetle in planted pine forests: fluctuations of flight activities and under-bark life stages

description: The sampling sites were selected based on previously trapped Orthotomicus erosus (Wollaston) adults and personal field observations. Since experimental sites were located in planted pine forests, the same-aged trees were similarly 20-25 cm in diameter among infested locations. Moreover, the sampling sites were irrigated once a month (30 liters of water per tree). On the other hand, no fertilization treatment was used as conservation operations. Two aggregation pheromone traps (ECONEX ORTHOTOMICUS EROSUS 60 DAYS pheromone composed of α-pinene, ethanol, ipsdienol, ipsenol, methylbutenol) were used in each sample site for two years from April 2019 to March 2021. The pheromone traps were placed at a height of 2.5 m from the ground in the south direction of Pinus eldarica trees. The pheromone capsules prepared from the Spanish company Econex were attached to traps and replaced every 60 days based on the company instructions. So that, the numbers of flying adults were recorded using pheromone traps at 10-day intervals from April 2019 to March 2021. To assess the other developmental stages of O. erosus, 15 trees were randomly selected in each examined sites and two 10 × 10 cm bark samples were separated from pine trunks (up to 2 m above the ground). Then, eggs, larvae, pupae and non-flying adults under pine barks were collected and placed in 70% ethyl alcohol for counting. In addition, four climate variables including the mean temperature, relative humidity, wind speed and rainfall were received from Atmospheric Science and Meteorological Research Center.
DOI: 10.5281/zenodo.15067890
title: Printed Photos Attacks Dataset

description: Description:

The Printed Photos Attacks Dataset is a specialize resource design for the development and evaluation of liveness detection systems aimed at combating facial spoofing attempts. This dataset includes a comprehensive collection of videos that feature both authentic facial presentations and spoof attempts using print 2D photographs. By incorporating both real and fake faces, it provides a robust foundation for training and testing advanced facial recognition and anti-spoofing algorithms.

This dataset is particularly valuable for researchers and developers focus on enhancing biometric security systems. It introduces a novel method for learning and extracting distinctive facial features to effectively differentiate between genuine and spoofed inputs. The approach leverages deep neural networks (DNNs) and sophisticate biometric techniques, which have been shown to significantly improve the accuracy and reliability of liveness detection in various applications.

Download Dataset

Key features of the dataset include:



Diverse Presentation Methods: The dataset contains a range of facial presentations, including genuine facial videos and spoof videos create using high-quality print photographs. This diversity is essential for developing algorithms that can generalize across different types of spoofing attempts.

High-Resolution Videos: The videos in the dataset are capture in high resolution, ensuring that even subtle facial features and movements are visible, aiding in the accurate detection of spoofing.

Comprehensive Annotations: Each video is meticulously annotate with labels indicating whether the facial presentation is genuine or spoofed. Additionally, the dataset includes metadata such as the method of spoofing and environmental conditions, providing a rich context for algorithm development.

Unseen Spoof Detection: One of the unique aspects of this dataset is its emphasis on detecting unseen spoofing cues. The dataset is design to challenge algorithms to identify and adapt to new types of spoofing methods that may not have been encounter during the training phase.

Versatile Application: The dataset is suitable for a wide range of applications, including access control systems, mobile device authentication, and other security-sensitive environments where facial recognition is deploy.


This dataset is sourced from Kaggle.
DOI: 10.5281/zenodo.15067891
title: Printed Photos Attacks Dataset

description: Description:

The Printed Photos Attacks Dataset is a specialize resource design for the development and evaluation of liveness detection systems aimed at combating facial spoofing attempts. This dataset includes a comprehensive collection of videos that feature both authentic facial presentations and spoof attempts using print 2D photographs. By incorporating both real and fake faces, it provides a robust foundation for training and testing advanced facial recognition and anti-spoofing algorithms.

This dataset is particularly valuable for researchers and developers focus on enhancing biometric security systems. It introduces a novel method for learning and extracting distinctive facial features to effectively differentiate between genuine and spoofed inputs. The approach leverages deep neural networks (DNNs) and sophisticate biometric techniques, which have been shown to significantly improve the accuracy and reliability of liveness detection in various applications.

Download Dataset

Key features of the dataset include:



Diverse Presentation Methods: The dataset contains a range of facial presentations, including genuine facial videos and spoof videos create using high-quality print photographs. This diversity is essential for developing algorithms that can generalize across different types of spoofing attempts.

High-Resolution Videos: The videos in the dataset are capture in high resolution, ensuring that even subtle facial features and movements are visible, aiding in the accurate detection of spoofing.

Comprehensive Annotations: Each video is meticulously annotate with labels indicating whether the facial presentation is genuine or spoofed. Additionally, the dataset includes metadata such as the method of spoofing and environmental conditions, providing a rich context for algorithm development.

Unseen Spoof Detection: One of the unique aspects of this dataset is its emphasis on detecting unseen spoofing cues. The dataset is design to challenge algorithms to identify and adapt to new types of spoofing methods that may not have been encounter during the training phase.

Versatile Application: The dataset is suitable for a wide range of applications, including access control systems, mobile device authentication, and other security-sensitive environments where facial recognition is deploy.


This dataset is sourced from Kaggle.
DOI: 10.15468/dl.36vwpq
title: Occurrence Download

description: A dataset containing 618 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ukraine",
 "GadmGid is UKR.12_1",
 "TaxonKey is Salix L."
 ]
}

 The dataset includes 618 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021770-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ygrccv
title: Occurrence Download

description: A dataset containing 166 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Suricata suricatta suricatta",
 "Year 2000-2025"
 ]
}

 The dataset includes 166 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021771-250310093411724/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.28615457
title: 城市群的品牌旅游竞争力

description: 旅游品牌影响力：城市在国内外旅游市场的知名度、游客满意度、品牌美誉度等。旅游业发展 ： 旅游增加值、旅游收入、接待游客数量等。品牌与创意产业：文化遗产数量、文化和旅游融合指数等。基础设施和服务：酒店数量、景区评级、交通便利程度等。长三角城市群中27个城市的数据主要来源于政府统计年鉴、旅游行业报告、互联网搜索指数、社交媒体数据等，可用于城市旅游品牌评价、政策制定、市场营销、学术研究等领域，为城市品牌建设和文化旅游产业发展提供数据支撑。
DOI: 10.15468/dl.pg4hvf
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Uruguay",
 "DatasetKey is iNaturalist Research-grade Observations",
 "OccurrenceStatus is Present",
 "TaxonKey is Dendropsophus minutus (Peters, 1872)"
 ]
}

 The dataset includes 13 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021772-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a33dpm
title: Occurrence Download

description: A dataset containing 8117 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pontania proxima (Serville, 1823)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8117 records from 100 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021773-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sumbpg
title: Occurrence Download

description: A dataset containing 69663 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Libya"
 ]
}

 The dataset includes 69663 records from 512 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021766-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18150/tvfo1o
title: Safer and efficient base editing and prime editing via ribonucleoproteins delivered through optimized lipid-nanoparticle formulations.

description: The presented data files are related to the electrophysiological experiments done for the cited publication.
DOI: 10.15468/dl.nbxt9n
title: Occurrence Download

description: A dataset containing 1477 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Rytidosperma semiannulare (Labill.) Connor & Edgar"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1477 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018894-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2kqtsz
title: Occurrence Download

description: A dataset containing 2056 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vespa mandarinia Smith, 1852"
 ]
}

 The dataset includes 2056 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0184059-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nrulgd
title: Occurrence Download

description: A dataset containing 337 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Copernicia alba Morong"
 ]
}

 The dataset includes 337 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018897-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.btuqmm
title: Occurrence Download

description: A dataset containing 475 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Presence of Disease in the Penguins and Skuas of Macquarie Island 2006"
 ]
}

 The dataset includes 475 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0190647-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.