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

description: A dataset containing 12318 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Puma concolor (Linnaeus, 1771)"
 ]
}

 The dataset includes 12318 records from 241 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0123072-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8sf7j6
title: Occurrence Download

description: A dataset containing 2686 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Italy",
 "TaxonKey is Cervus elaphus Linnaeus, 1758",
 "Year 2000-2024"
 ]
}

 The dataset includes 2686 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041525-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ugrqhp
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aethionema dumanii Vural & Adigüzel"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059955-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9t8c3z
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "TaxonKey is Cheilosia sahlbergi (Becker, 1894)"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0221599-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.54e9zp
title: Occurrence Download

description: A dataset containing 1137424 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is one of (Honduras, Puerto Rico, Cuba, Panama, Guatemala, Nicaragua, Costa Rica, Canada, Mexico)",
 "OccurrenceStatus is Present",
 "TaxonKey is Fabaceae"
 ]
}

 The dataset includes 1137424 records from 677 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068404-251120083545085/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.29231351.v2
title: Dataset for landslide spatial prediction

description: Landslide and predisposing factor datasets in Changbai County.
DOI: 10.15468/dl.edkkv7
title: Occurrence Download

description: A dataset containing 31095826 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "Geometry POLYGON((-79.23779 24.68406,-79.98594 25.61924,-81.9433 30,-83.97896 34.556,-84.16515 35,-86.26192 40,-86.45083 40.45046,-89.41332 45,-91.77485 48.62664,-93.08056 51.44892,-93.80588 53.36857,-94.42009 55.32661,-94.92116 57.31661,-95.30747 59.33204,-95.57773 61.36627,-95.38848 62.9749,-135.79475 57.06457,-133.29553 55,-127.2429 50,-125.81059 48.81678,-123.15543 45,-122.76829 44.44348,-119.41472 40,-115.64113 35,-115.16254 34.36586,-111.24611 30,-106.76081 25,-103.56377 21.43608,-101.60071 19.92873,-79.23779 24.68406))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Passeriformes",
 "Year 2022-2022"
 ]
}

 The dataset includes 31095826 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068407-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18085048
title: The CMB as a Rebirth Certificate: How the Cosmic Microwave Background Reveals Eternal Cosmic Longevity in G-MaTT

description: Abstract  In Generalized Mass as Twisted Time (G-MaTT), the Cosmic Microwave Background (CMB) is not a relic of a hot Big Bang—but the thermal signature of cosmic rebirth. We show that the CMB arises from phase realignment energy during the torsional re-coherence of desynchronized branches of the primordial field \(\mathcal{M}_\mu\), triggered when global phase dispersion drops below the universal coherence margin \(\langle\Delta\phi\rangle = \sqrt{\alpha}\). Its blackbody spectrum, near-isotropy, and subtle anisotropies (low-\(\ell\) suppression, parity asymmetries) are direct consequences of G-MaTT’s two-layer cyclic cosmology:  

Irreversible time-branching ensures entropy increases across cycles (explaining large-scale CMB anomalies as prior-cycle memory),  Reversible mass-torsional re-locking resets structure (explaining small-scale Gaussianity and the absence of a singularity).  

Crucially, the angular scale of the first acoustic peak (\(\theta_* = 0.597^\circ\)) validates the derived fine-structure constant α^{-1} = 137.035999206 (Yeo, 2025a). Thus, the CMB is not a beginning—it is a certificate of rebirth, attesting that the universe avoids heat death by geometrically self-renewing, with α as the linchpin of eternal longevity.
DOI: 10.5281/zenodo.18085047
title: The CMB as a Rebirth Certificate: How the Cosmic Microwave Background Reveals Eternal Cosmic Longevity in G-MaTT

description: Abstract  In Generalized Mass as Twisted Time (G-MaTT), the Cosmic Microwave Background (CMB) is not a relic of a hot Big Bang—but the thermal signature of cosmic rebirth. We show that the CMB arises from phase realignment energy during the torsional re-coherence of desynchronized branches of the primordial field \(\mathcal{M}_\mu\), triggered when global phase dispersion drops below the universal coherence margin \(\langle\Delta\phi\rangle = \sqrt{\alpha}\). Its blackbody spectrum, near-isotropy, and subtle anisotropies (low-\(\ell\) suppression, parity asymmetries) are direct consequences of G-MaTT’s two-layer cyclic cosmology:  

Irreversible time-branching ensures entropy increases across cycles (explaining large-scale CMB anomalies as prior-cycle memory),  Reversible mass-torsional re-locking resets structure (explaining small-scale Gaussianity and the absence of a singularity).  

Crucially, the angular scale of the first acoustic peak (\(\theta_* = 0.597^\circ\)) validates the derived fine-structure constant α^{-1} = 137.035999206 (Yeo, 2025a). Thus, the CMB is not a beginning—it is a certificate of rebirth, attesting that the universe avoids heat death by geometrically self-renewing, with α as the linchpin of eternal longevity.
DOI: 10.15468/dl.zsqy59
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Coffea",
 "Year 2011-2015"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068413-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17830616
title: UsaTax5: Dataset of the five standard forms of the United States

description: Dataset summary for UsaTax5

The UsaTax5 dataset includes 186 images in total of USA forms and their annotations. There are two folders in the root directory of the dataset: images and markup. Each of them contains subfolders with files divided into categories based on USA form's type (8919, 8839, 8865-H, 8915-F, 1040) and their pages. Each image of the dataset contains a single USA form.

Distribution of images among subsets of the UsaTax5 dataset:








Type



Count of elements



Count of pages






8919



15



1





8839



30



2





8865-H



15



1





8915-F



84



4





1040



42



2






Annotation format

Each JSON ground truth file provides the following information about a single USA form on the image:





key document_type: USA form type




key template_quad: quadrangle of document location on the image




key props: document properties with containing information about the field values in the corresponding keys



The vertices of the quadrangle (quad) are indexed starting from the upper left corner of the code spiraling clockwise.
DOI: 10.5281/zenodo.18084687
title: Pressions humaines et perte de la biodiversité dans le département de mayo-dallah, Sud-ouest du Tchad.

description: La biodiversité, élément crucial pour le bien-être et la préservation de l'environnement,

est en déclin dans le département de Mayo-Dallah, comme partout ailleurs dans le monde. Cette

dégradation s'accélère sous l'influence d'activités humaines intenses telles que l'agriculture,

l'élevage, la chasse et l'exploitation minière. L’étude vise à identifier les activités humaines

responsables de la perte de biodiversité dans la région et à proposer des solutions pour enrayer

ce phénomène. Pour ce faire, il a été mené une enquête de terrain dans la zone d'étude afin de

recueillir les perceptions de la population locale. Les données collectées ont été analysées et

traitées à l'aide de logiciels tels que Word, Excel, QGis, ENVI et IBM SPSS, et complétées par

le traitement des images Landsat des années 2000, 2013 et 2024 afin de déterminer l’évolution

de la biodiversité dans la zone. La méthodologie utilisée a permis d’obtenir les résultats

suivants :

Une régression importante de la biodiversité à travers la disparition de certaines espèces

de plantes dans la zone d’étude comme le Ozoroas insignis (0,17%) et de quelques espèces

animales comme le Rhinocéros noir, la biche cochonne, etc. La carte d’occupation du sol met

également en évidence une perte importante du couvert végétal. Les forêts denses sèches, forêts

claires-savane boisée, savane arbustive sont passées respectivement de 24,31%, 22,73% et

26,95% en 2000 à 11,63%, 13,78% et 14,72% en 2024. Ceci au bénéfice des cultures-savane

herbeuse, espaces brûlés et sols nus qui étaient en 2000 respectivement de 22,17% ; 0,47% ;

3,34% à 49,72% ; 3,15% et 6,97% en 2024. La restauration de l’habitat, la création des aires

protégées, le renforcement des lois pour la protection de l’environnement, etc. sont quelques

solutions proposées. Cependant, des efforts plus conséquents sont nécessaires pour enrayer la

perte continue de la biodiversité.
DOI: 10.5281/zenodo.18084686
title: Pressions humaines et perte de la biodiversité dans le département de mayo-dallah, Sud-ouest du Tchad.

description: La biodiversité, élément crucial pour le bien-être et la préservation de l'environnement,

est en déclin dans le département de Mayo-Dallah, comme partout ailleurs dans le monde. Cette

dégradation s'accélère sous l'influence d'activités humaines intenses telles que l'agriculture,

l'élevage, la chasse et l'exploitation minière. L’étude vise à identifier les activités humaines

responsables de la perte de biodiversité dans la région et à proposer des solutions pour enrayer

ce phénomène. Pour ce faire, il a été mené une enquête de terrain dans la zone d'étude afin de

recueillir les perceptions de la population locale. Les données collectées ont été analysées et

traitées à l'aide de logiciels tels que Word, Excel, QGis, ENVI et IBM SPSS, et complétées par

le traitement des images Landsat des années 2000, 2013 et 2024 afin de déterminer l’évolution

de la biodiversité dans la zone. La méthodologie utilisée a permis d’obtenir les résultats

suivants :

Une régression importante de la biodiversité à travers la disparition de certaines espèces

de plantes dans la zone d’étude comme le Ozoroas insignis (0,17%) et de quelques espèces

animales comme le Rhinocéros noir, la biche cochonne, etc. La carte d’occupation du sol met

également en évidence une perte importante du couvert végétal. Les forêts denses sèches, forêts

claires-savane boisée, savane arbustive sont passées respectivement de 24,31%, 22,73% et

26,95% en 2000 à 11,63%, 13,78% et 14,72% en 2024. Ceci au bénéfice des cultures-savane

herbeuse, espaces brûlés et sols nus qui étaient en 2000 respectivement de 22,17% ; 0,47% ;

3,34% à 49,72% ; 3,15% et 6,97% en 2024. La restauration de l’habitat, la création des aires

protégées, le renforcement des lois pour la protection de l’environnement, etc. sont quelques

solutions proposées. Cependant, des efforts plus conséquents sont nécessaires pour enrayer la

perte continue de la biodiversité.
DOI: 10.15468/dl.zz7rq6
title: Occurrence Download

description: A dataset containing 2452708 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is United States of America",
 "OccurrenceStatus is Present",
 "TaxonKey is Fabaceae"
 ]
}

 The dataset includes 2452708 records from 486 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068405-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e233931
title: PODER Familiar: Health Promotion for Latino Families of Children With IDD (PODER)

description: The goal of this clinical trial is to test a culturally tailored health promotion intervention for children with IDD and their families. First investigators will conduct a single group design pilot study of a health promotion intervention, followed by second, a small-scale randomized control trial (RCT). of the intervention with Latino parents of children with intellectual and developmental disabilities (IDD) in the Chicago, Illinois and Austin, Texas areas. The following research questions will be addressed:<br>Question 1: What is the appropriate content, dosage, and delivery method of the intervention?Question 2: What is the feasibility and acceptability of the intervention?Question 3: Do participants improve between pre and post-test on outcome measures both in the one group design and compared to the control group in the RCT?Parents will receive 10 weekly remote sessions on health promotion content delivered by parent mentors called promotoras. Parents and children will attend 3 multi-family group workshops in-person that will provide demonstrations and interactive activities.<br>
DOI: 10.3886/e233931v1
title: PODER Familiar: Health Promotion for Latino Families of Children With IDD (PODER)

description: The goal of this clinical trial is to test a culturally tailored health promotion intervention for children with IDD and their families. First investigators will conduct a single group design pilot study of a health promotion intervention, followed by second, a small-scale randomized control trial (RCT). of the intervention with Latino parents of children with intellectual and developmental disabilities (IDD) in the Chicago, Illinois and Austin, Texas areas. The following research questions will be addressed:<br>Question 1: What is the appropriate content, dosage, and delivery method of the intervention?Question 2: What is the feasibility and acceptability of the intervention?Question 3: Do participants improve between pre and post-test on outcome measures both in the one group design and compared to the control group in the RCT?Parents will receive 10 weekly remote sessions on health promotion content delivered by parent mentors called promotoras. Parents and children will attend 3 multi-family group workshops in-person that will provide demonstrations and interactive activities.<br>
DOI: 10.6084/m9.figshare.30963736
title: Study on risk decision-making behavior (RDMB) in heritage tourism destination (HTD) based on eye-tracking experiments in Gulangyu, China

description: This dataset is used for Research <b><i>Study on risk decision-making behavior (RDMB) in heritage tourism destination (HTD) based on eye-tracking experiments in Gulangyu, China</i></b>. All information related to personal privacy has been anonymized. The data is solely managed by Yanan Du and is not used for any commercial purposes or interests, adhering to academic ethics.
DOI: 10.6084/m9.figshare.30963736.v1
title: Study on risk decision-making behavior (RDMB) in heritage tourism destination (HTD) based on eye-tracking experiments in Gulangyu, China

description: This dataset is used for Research <b><i>Study on risk decision-making behavior (RDMB) in heritage tourism destination (HTD) based on eye-tracking experiments in Gulangyu, China</i></b>. All information related to personal privacy has been anonymized. The data is solely managed by Yanan Du and is not used for any commercial purposes or interests, adhering to academic ethics.
DOI: 10.15468/dl.23rvca
title: Occurrence Download

description: A dataset containing 6436 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Lasiommata megera",
 "Year is 1990"
 ]
}

 The dataset includes 6436 records from 91 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068414-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17600455
title: OpenMusE Hospitality Survey Distributed Through Email

description: OpenMusE Hospitality Survey Distributed Through Email in Hungary and Slovakia – EN master questionnaire submitted for distribution.
DOI: 10.5281/zenodo.17600454
title: OpenMusE Hospitality Survey Distributed Through Email

description: OpenMusE Hospitality Survey Distributed Through Email in Hungary and Slovakia – EN master questionnaire submitted for distribution.
DOI: 10.6084/m9.figshare.29231351
title: An integrated neural network considering dynamic surface deformation and spatial features for landslide spatial prediction

description: These XLSX and TIF files contain information on landslide predisposing factors and InSAR surface deformation in Changbai County.
DOI: 10.6084/m9.figshare.29231351.v4
title: An integrated neural network considering dynamic surface deformation and spatial features for landslide spatial prediction

description: These XLSX and TIF files contain information on landslide predisposing factors and InSAR surface deformation in Changbai County.
DOI: 10.6084/m9.figshare.29231351.v3
title: An integrated neural network considering dynamic surface deformation and spatial features for landslide spatial prediction

description: These XLSX and TIF files contain information on landslide predisposing factors and InSAR surface deformation in Changbai County.
DOI: 10.15468/dl.wx6jdm
title: Occurrence Download

description: A dataset containing 153 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Antarctica",
 "OccurrenceStatus is Present",
 "TaxonKey is Fabaceae"
 ]
}

 The dataset includes 153 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068418-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.43583g
title: Occurrence Download

description: A dataset containing 5678 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Nymphaea candida",
 "Year 1970-2000"
 ]
}

 The dataset includes 5678 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068419-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/4xcuyw
title: A New Species of Syntectodes Reitter (Coleoptera: Staphylinidae: Pselaphinae) from the Himalaya

description: This dataset contains the digitized treatments in Plazi based on the original journal article Yin (殷子为), Zi-Wei (2023): A New Species of Syntectodes Reitter (Coleoptera: Staphylinidae: Pselaphinae) from the Himalaya. The Coleopterists Bulletin 77 (1): 32-34, DOI: 10.1649/0010-065X-77.1.32, URL: http://dx.doi.org/10.1649/0010-065x-77.1.32ABSTRACTThe rare ant-loving beetle genus Syntectodes Reitter of the tribe Tmesiphorini (Pselaphinae: Pselaphitae) contains three species distributed in Sri Lanka, the Maldives, and Australia. Here, a fourth member, Syntectodes politus Yin, new species, from the Himalaya Mountains of Nepal is described and illustrated.Keywords: taxonomy, rove beetle, Tmesiphorini, distribution, NepalDOI.org/ 10.1649/0010-065X-77.1.32 Zoobank.org/ urn:lsid:zoobank.org:pub: F52D4F10-4EE9-45EC-BC8A-58AE49D06F14
DOI: 10.15468/dl.ncwwpt
title: Occurrence Download

description: A dataset containing 609 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Evynnis tumifrons"
 ]
}

 The dataset includes 609 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068420-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d7ey7y
title: Occurrence Download

description: A dataset containing 64 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Taxus cuspidata"
 ]
}

 The dataset includes 64 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068422-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/pyd4-zz70
title: "IOCI"

description: "The dataset provides about 1000 noisy-clean image pairs captured both indoor and outdoor."
DOI: 10.15468/uhx6bh
title: Schnabelia jiuzhaigouensis (Lamiaceae, Ajugoideae), a new species from Sichuan, China

description: This dataset contains the digitized treatments in Plazi based on the original journal article Zhao, Fei, Gao, Peng-Wei, Zhang, Ting, Liu, Cheng, Xiang, Chun-Lei (2025): Schnabelia jiuzhaigouensis (Lamiaceae, Ajugoideae), a new species from Sichuan, China. PhytoKeys 253: 21-32, DOI: 10.3897/phytokeys.253.141697AbstractSchnabelia jiuzhaigouensis C. Liu, F. Zhao & C. L. Xiang, a new species from north-eastern Sichuan, China, is described, based on both morphological and molecular phylogenetic evidence. Morphologically, the new species is mostly similar to S. terniflora, but can be readily distinguished by its habit, ovate to lanceolate-ovate leaf blades, the presence of 5–8 lateral veins on each side of the mid-rib and distinct characteristics of the floral structure, including oblong upper lip and lateral lobes of the lower lip, with the middle lobe being cuneate. In addition, the nutlets are puberulent and lack reticulate venation. Molecular phylogenetic analyses place the new species at a basal position within the genus Schnabelia. The new species is categorised as Data Deficient (DD) according to the IUCN Red List Categories and Criteria. A key to all species of Schnabelia is also provided.
DOI: 10.5281/zenodo.18084588
title: Privacy Preserving Collaborative Intrusion Detection A Federated Learning Approach for Scalable Heterogeneous Networks
DOI: 10.5281/zenodo.18084589
title: Privacy Preserving Collaborative Intrusion Detection A Federated Learning Approach for Scalable Heterogeneous Networks
DOI: 10.5281/zenodo.18084839
title: Dataset for Performance Comparison of PostgreSQL and MongoDB in an E-commerce Scenario

description: This dataset provides experimental data used to compare the performance of PostgreSQL and MongoDB in an e-commerce context. It includes query execution results from three experimental stages, along with statistical analysis and supporting materials for reproducibility.