cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/9tz4vvfp76.1
title: Model Construction of the Concession Cultural and Historical Block in Tianjin Italian Style Town

description: The digital modeling of Tianjin Marco Polo Plaza’s VR scene prioritizes accurate historical reproduction and immersive spatial experience, constructing a virtual space integrating historical authenticity and interactive exploration.To this end, the research team adopted a full-process technical framework: preliminary data preparation, multi-software collaborative modeling, and detailed optimization. A trinity mode of SketchUp, 3ds Max and Unity was applied: leveraging SketchUp’s efficiency, preliminary modeling of the plaza’s overall layout and the "core-transition-peripheral" three-level spatial hierarchy was completed based on photogrammetric data and historical documents (old maps, architectural drawings, etc.); the basic model was then imported into 3ds Max for refinement, including detailed building component carving, initial material definition and landscape element implantation; finally, the optimized high-precision model was imported into Unity for interactive logic construction, lighting system configuration and physical engine debugging, forming a complete VR scene model. This process covers all key links from spatial planning and framework construction to detail processing and interactive integration.Spatially, the core area centers on the Statue of Peace with a symmetrical radial layout, restoring the plaza’s historical core activity zone; the transition area focuses on replicating the iconic "three-section facade" of Italian architecture, highlighting the Renaissance style through accurate proportion and decorative detail reproduction of columns, cornices and pedestals; the peripheral area achieves natural transition from historical to modern styles via building height gradient control and material contrast (historical: stone, red brick; modern: glass, steel structure), avoiding abrupt spatial style breaks.The model accurately replicates the plaza’s core elements: Statue of Peace, radial road network and pavement materials, European-style buildings, and historic-practical public leisure facilities.
DOI: 10.15156/bio/sh0166966.10fu
title: SH0166966.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh0166967.10fu
title: SH0166967.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh0166968.10fu
title: SH0166968.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15468/dl.r7u5ka
title: Occurrence Download

description: A dataset containing 11704 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Amaranthus powellii S.Watson)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 11704 records from 304 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0084009-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qdyyxk
title: Occurrence Download

description: A dataset containing 639 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Catananche lutea L.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 639 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0293064-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rka7bv
title: Occurrence Download

description: A dataset containing 7250 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Saxifraga hypnoides L.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 7250 records from 122 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0289249-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bwc447
title: Occurrence Download

description: A dataset containing 40899 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Teucrium fruticans L., Teucrium fruticans f. grandifolium Sennen, Teucrium fruticans var. rotundifolium Dautez & Debeaux, Teucrium fruticans var. linearifolium Clary, Teucrium fruticans var. lancifolium Debeaux, Teucrium fruticans var. lancifolium Debeaux ex Clary, Teucrium fruticans f. albiflorum H.Lindb., Teucrium fruticans subsp. latifolium (L.) Arcang., Teucrium fruticans subsp. latifolium (L.) P.Silva & Teles, Teucrium fruticans f. coloratum Maire, Teucrium fruticans var. latifolium (L.) Schreb., Teucrium fruticans var. pallidum (Maire) Sauvage, Teucrium fruticans f. pallidum Maire, Teucrium fruticans var. minor Pau, Teucrium fruticans subsp. prostratum Gattef. & Maire)"
 ]
}

 The dataset includes 40899 records from 212 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0084013-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pm7ubg
title: Occurrence Download

description: A dataset containing 13434 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Erechtites hieraciifolia (L.) Raf. ex DC.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 13434 records from 293 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0296635-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rpahda
title: Occurrence Download

description: A dataset containing 132 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tormimalus ×florentina (Zuccagni) Holub",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 132 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0287082-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qq8jqq
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ranunculus gratiosus Brodtb.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 24 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0292041-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rr48qj
title: Occurrence Download

description: A dataset containing 15758 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Globularia nudicaulis L.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 15758 records from 96 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0262011-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ptc2g7
title: Occurrence Download

description: A dataset containing 31387 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Myosotis stricta Link ex Roem. & Schult.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 31387 records from 286 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0263649-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r3vnre
title: Occurrence Download

description: A dataset containing 79712 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rubus chamaemorus L.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 79712 records from 217 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0260939-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mk7nea
title: Occurrence Download

description: A dataset containing 280549 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Ampharetidae"
 ]
}

 The dataset includes 280549 records from 566 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000532-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5wsqvw
title: Occurrence Download

description: A dataset containing 9504 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Material citation, Specimen, Fossil)",
 "GadmGid is CYM",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 9504 records from 100 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0241203-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jq9cmb
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Metacirolana spinosa (Bruce, 1980)"
 ]
}

 The dataset includes 24 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0124271-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gdfq6f
title: Occurrence Download

description: A dataset containing 2148 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyperus pilosus Vahl"
 ]
}

 The dataset includes 2148 records from 125 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0241198-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y6buua
title: Occurrence Download

description: A dataset containing 3693 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chaerephon plicatus (Buchannan, 1800)"
 ]
}

 The dataset includes 3693 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0144412-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cj5b23
title: Occurrence Download

description: A dataset containing 698 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hippocampus histrix Kaup, 1856"
 ]
}

 The dataset includes 698 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0124272-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vcqfhs
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((19.19210494336613 42.68968959173299,19.51918210337079 42.68968959173299,19.51918210337079 43.016766751737656,19.19210494336613 43.016766751737656,19.19210494336613 42.68968959173299))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Satureja L."
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0142449-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uek3dw
title: Occurrence Download

description: A dataset listing the 10 species recorded in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hydrocharitaceae",
 "GadmGid is CAN.11_1",
 "HasGeospatialIssue is false"
 ]
}

 The dataset's 10 records were derived from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0258570-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7c3tee
title: Occurrence Download

description: A dataset containing 683902 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anthocharis cardamines (Linnaeus, 1758)"
 ]
}

 The dataset includes 683902 records from 1494 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0139711-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17601955
title: EEG data analysis repository for Shalu et al. Similar but different: ERP evidence on the processing of mental and physical experiencer verbs in Malayalam.

description: EEG data analysis repository (Version 2) for Shalu et al. Similar but different: ERP evidence on the processing of mental and physicalexperiencer verbs in Malayalam (https://doi.org/10.3389/flang.2025.1599924). The preprocessed data from https://doi.org/10.5281/zenodo.14986232 was imported in R (Version 4.4.2; R Core Team, 2024) using the eeguana package (Version 0.1.11.9001; Nicenboim, 2018) for epoching and statistical analysis.  Single trial EEG epochs were used for statistically analysing the mean amplitudes in selected time-windows of interest by fitting linear mixed effects models (LMEM) using the lme4 package (Bates et al., 2015) in R.

The names of the zipped folders describe their respective contents. The Code_In_Context_Analysis_Output_R_Notebooks folder contains the R Notebooks of the LMEM analyses of the behavioural and ERP data. These notebooks show the code, data and output in context, and provide full model summaries and details for all the models reported in the article. The R scripts themselves reside in a folder of their own, which also includes the version of the eeguana package we used for the analyses, and the custom-made helper scripts for processing the EEG data, epoching them and extracting mean amplitudes from them. The EEG and Epochs data resulting from the ERP analysis, as well as the single-trial mean amplitudes and prestimulus mean amplitudes extracted for each time-window of interest are in EEG_And_Epochs_Data_Files. Since the LMEM models computed were quite complex, the model objects are provided as RDS files for easily importing them into R without having to compute the models again. The plots generated at various stages of the analysis are in the Plots folder.

References

Bates, D., Mächler, M., Bolker, B., and Walker, S. (2015). Fitting linear mixed-effects models using lme4. J. Stat. Softw. 67, 1. doi: 10.18637/jss.v067.i01.

Nicenboim, B. (2018). eeguana: A package for manipulating EEG data in R. Version 0.1.11.9001. Retrieved from https://github.com/bnicenboim/eeguana. http://doi.org/10.5281/zenodo.2533138.

R Core Team (2024). R: A Language and Environment for Statistical Computing. R Foundation for Statistical Computing, Vienna, Austria. https://www.R-project.org.

Shalu, S., Choudhary, K. K., & Muralikrishnan, R. (2025). Dataset with EEG data from Malayalam speakers. (Shalu et al., 2025) [Dataset]. Zenodo. https://doi.org/10.5281/ZENODO.14986232
DOI: 10.5281/zenodo.15016472
title: EEG data analysis repository for Shalu et al. Similar but different: ERP evidence on the processing of mental and physical experiencer verbs in Malayalam.

description: EEG data analysis repository (Version 2) for Shalu et al. Similar but different: ERP evidence on the processing of mental and physicalexperiencer verbs in Malayalam (https://doi.org/10.3389/flang.2025.1599924). The preprocessed data from https://doi.org/10.5281/zenodo.14986232 was imported in R (Version 4.4.2; R Core Team, 2024) using the eeguana package (Version 0.1.11.9001; Nicenboim, 2018) for epoching and statistical analysis.  Single trial EEG epochs were used for statistically analysing the mean amplitudes in selected time-windows of interest by fitting linear mixed effects models (LMEM) using the lme4 package (Bates et al., 2015) in R.

The names of the zipped folders describe their respective contents. The Code_In_Context_Analysis_Output_R_Notebooks folder contains the R Notebooks of the LMEM analyses of the behavioural and ERP data. These notebooks show the code, data and output in context, and provide full model summaries and details for all the models reported in the article. The R scripts themselves reside in a folder of their own, which also includes the version of the eeguana package we used for the analyses, and the custom-made helper scripts for processing the EEG data, epoching them and extracting mean amplitudes from them. The EEG and Epochs data resulting from the ERP analysis, as well as the single-trial mean amplitudes and prestimulus mean amplitudes extracted for each time-window of interest are in EEG_And_Epochs_Data_Files. Since the LMEM models computed were quite complex, the model objects are provided as RDS files for easily importing them into R without having to compute the models again. The plots generated at various stages of the analysis are in the Plots folder.

References

Bates, D., Mächler, M., Bolker, B., and Walker, S. (2015). Fitting linear mixed-effects models using lme4. J. Stat. Softw. 67, 1. doi: 10.18637/jss.v067.i01.

Nicenboim, B. (2018). eeguana: A package for manipulating EEG data in R. Version 0.1.11.9001. Retrieved from https://github.com/bnicenboim/eeguana. http://doi.org/10.5281/zenodo.2533138.

R Core Team (2024). R: A Language and Environment for Statistical Computing. R Foundation for Statistical Computing, Vienna, Austria. https://www.R-project.org.

Shalu, S., Choudhary, K. K., & Muralikrishnan, R. (2025). Dataset with EEG data from Malayalam speakers. (Shalu et al., 2025) [Dataset]. Zenodo. https://doi.org/10.5281/ZENODO.14986232
DOI: 10.5066/p139y9h4
title: USGS Archive of Computed tomography (CT) Scans of Coral Cores

description: This data release presents computed tomography (CT) imagery generated from coral core samples curated within the U.S. Geological Survey (USGS) Coral-Core Archive. These data were collected as part of ongoing USGS coral-reef research activities and include samples originating from multiple locations and collection efforts. A Geotek Rotating X-ray CT (RXCT) system was used to acquire x-ray images and perform CT reconstructions of archived coral cores. The full three-dimensional CT dataset consists of individual axial slices which are reconstructed images in TIFF format. These axial slices are oriented perpendicular to the long axis of the core. Two-dimensional orthogonal views are also provided that illustrate representative downcore slabs of each core. Geotek software-proprietary XML files are provided in each folder containing axial slices and orthogonal views, containing more image-scaling and information on x-ray system settings and reconstruction parameters. This data release allows future expansions of the archive to incorporate CT imagery scanned under the same consistent methodology from additional coral cores, locations, and collection efforts.
DOI: 10.5281/zenodo.18550232
title: test
DOI: 10.15468/dl.6d72cv
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sporolithon molle"
 ]
}

 The dataset includes 16 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002744-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xcx46q
title: Occurrence Download

description: A dataset containing 272 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vaccinium varingiifolium",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 272 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002746-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.