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

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mongolia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Arctagrostis Griseb."
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010629-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ym83pp
title: Occurrence Download

description: A dataset containing 442043 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-81.02826 32.03492,-78.32512 32.03492,-78.32512 34.10529,-81.02826 34.10529,-81.02826 32.03492))",
 "HasGeospatialIssue is false",
 "TaxonKey is one of (Pluvialis dominica (P.L.S.Müller, 1776), Haematopus palliatus Temminck, 1820, Recurvirostra americana J.F.Gmelin, 1789, Calidris bairdii (Coues, 1861), Pluvialis squatarola (Linnaeus, 1758), Himantopus mexicanus (P.L.S.Müller, 1776), Calidris subruficollis (Vieillot, 1819), Calidris alpina (Linnaeus, 1758), Tringa melanoleuca (J.F.Gmelin, 1789), Charadrius vociferus Linnaeus, 1758, Calidris minutilla (Vieillot, 1819), Tringa flavipes (J.F.Gmelin, 1789), Numenius americanus Bechstein, 1812, Limnodromus scolopaceus (Say, 1822), Limosa fedoa (Linnaeus, 1758), Calidris melanotos (Vieillot, 1819), Charadrius melodus Ord, 1824, Calidris maritima (Brünnich, 1764), Arenaria interpres (Linnaeus, 1758), Calidris alba (Pallas, 1764), Calidris pusilla (Linnaeus, 1766), Tringa solitaria A.Wilson, 1813, Actitis macularius (Linnaeus, 1766), Calidris himantopus (Bonaparte, 1826), Bartramia longicauda (Bechstein, 1812), Calidris mauri (Cabanis, 1857), Calidris fuscicollis (Vieillot, 1819), Tringa semipalmata (J.F.Gmelin, 1789), Charadrius wilsonia Ord, 1814)"
 ]
}

 The dataset includes 442043 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010623-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15033844
title: AI-Assisted Comparative Risk Ranking for Homeland Security Threats

description: This dataset consists of multiple sheets, each representing a different experimental condition under which AI was prompted to rank homeland security risks. The dataset captures rankings of ten different risks across ten ranking sessions under each condition. Additional statistical calculations and comparisons to alternative methodologies are also included. The data was collected using ChatGPT-4o in February 2025.
DOI: 10.5281/zenodo.15033845
title: AI-Assisted Comparative Risk Ranking for Homeland Security Threats

description: This dataset consists of multiple sheets, each representing a different experimental condition under which AI was prompted to rank homeland security risks. The dataset captures rankings of ten different risks across ten ranking sessions under each condition. Additional statistical calculations and comparisons to alternative methodologies are also included. The data was collected using ChatGPT-4o in February 2025.
DOI: 10.15468/dl.erupe5
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lestes spumarius Hagen, 1862",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 29 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010631-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8xeqa7
title: Occurrence Download

description: A dataset containing 52 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mongolia",
 "Geometry POLYGON((77.88730 36.06025,140.11270 36.06025,140.11270 60.93975,77.88730 60.93975,77.88730 36.06025))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Arctogeron DC."
 ]
}

 The dataset includes 52 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010632-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.367wn6
title: Occurrence Download

description: A dataset containing 224 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lepinotus inquilinus Heyden, 1850",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 224 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010633-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/4xbu3r
title: Avifaunal diversity study of Pakhibitan Ecopark, 2024 (October-December)

description: The Avifauna diversity of Pakhibitan, Ecopark is published by Nature Mates-Nature Club under WBHIDCO Pakhibitan project in Pakhibitan, Ecopark, Newtown, Kolkata, West Bengal, India. This sampling event was performed in a selected point located in marshland  of Pakhibitan is mostly Covered with elephant grass (Typha sp.) surrounded by medium sized tree and bushes. The dataset includes all the birds recorded in span of three months from October to December 2024. All the species were identified up to species level. A total of 105 species of birds were recorded belonging to 16 orders and 46 families. Along with bird diversity we also mentioned temperature, humidity and wind speed in the dataset. This dataset also include the life stage, activity and behavior of observed birds.
DOI: 10.15468/dl.tz2bcb
title: Occurrence Download

description: A dataset containing 24105 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Leptopterna dolabrata (Linnaeus, 1758)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 24105 records from 348 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010634-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ch5kzf
title: Occurrence Download

description: A dataset containing 133 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Leptoglossus concolor (Walker, 1871)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 133 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010635-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2nxqcb
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Leptodictya tabida (Herrich-Schaeffer, 1840)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010636-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.syuadp
title: Occurrence Download

description: A dataset containing 9725 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (Africa, Antarctica, Asia, Oceania, Europe, North America, South America)",
 "TaxonKey is Tremarctos ornatus (F.G.Cuvier, 1825)"
 ]
}

 The dataset includes 9725 records from 102 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010637-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.khx9bb
title: Occurrence Download

description: A dataset containing 825 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Linepithema iniquum (Mayr, 1870)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 825 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010638-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mnjd7y
title: Occurrence Download

description: A dataset containing 2224 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ptinus sexpunctatus Panzer, 1789",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2224 records from 125 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010639-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15033655
title: Source Code, Compilation, Datasets, Model Training, Testing, and Demos for NEP-MB-pol Water Model

description: This repository provides the source code, datasets, training/testing processes, and demos for the NEP-MB-pol Water Model, as supplementary material to Xu et al., NEP-MB-pol: A unified machine-learned framework for fast and accurate prediction of water's thermodynamic and transport properties [https://arxiv.org/abs/2411.09631].
DOI: 10.5281/zenodo.15033656
title: Source Code, Compilation, Datasets, Model Training, Testing, and Demos for NEP-MB-pol Water Model

description: This repository provides the source code, datasets, training/testing processes, and demos for the NEP-MB-pol Water Model, as supplementary material to Xu et al., NEP-MB-pol: A unified machine-learned framework for fast and accurate prediction of water's thermodynamic and transport properties [https://arxiv.org/abs/2411.09631].
DOI: 10.15468/dl.she5sh
title: Occurrence Download

description: A dataset containing 111 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Neochetina eichhorniae Warner, 1970",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 111 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010640-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xj7rjp
title: Occurrence Download

description: A dataset containing 12798 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Exomala orientalis (Waterhouse, 1875)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 12798 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010641-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2yjfzx
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Fungal literature records database of the Northern West Siberia (Russia)",
 "TaxonKey is Ramaria fennica (P.Karst.) Ricken"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010642-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34973/2b5y-6c45
title: Connectivity of fronto-temporal regions in syntactic structure building during speaking and listening

description: Derivative data to run connectivity analysis building on original dataset shared in another collection on the RDR (see data).
The neural infrastructure for sentence production and comprehension has been found to be mostly shared. The same regions are engaged during speaking and listening, with some differences in how strongly they activate depending on modality. In this study, we investigated how modality affects the connectivity between regions previously found to be involved in syntactic processing across modalities. We determined how constituent size and modality affected the connectivity of the pars triangularis of the left inferior frontal gyrus (LIFG) and of the left posterior temporal lobe (LPTL) with the pars opercularis of the LIFG, the anterior temporal lobe (LATL) and the rest of the brain. We found that constituent size reliably increased the connectivity across these frontal and temporal ROIs. Connectivity between the two LIFG regions and the LPTL was enhanced as a function of constituent size in both modalities, and it was upregulated in production possibly because of linearization and motor planning in the frontal cortex. The connectivity of both ROIs with the LATL was lower and only enhanced for larger constituent sizes, suggesting a contributing role of the LATL in sentence processing in both modalities. These results thus show that the connectivity among fronto-temporal regions is upregulated for syntactic structure building in both sentence production and comprehension, providing further evidence for accounts of shared neural resources for sentence-level processing across modalities.
DOI: 10.34973/7kbd-5g86
title: The primacy of multimodal alignment in converging on shared symbols for novel referents

description: This collection contains data, code and figures for the paper: 
Rasenberg, M., Özyürek, A., Bögels, S., & Dingemanse, M. (2022). The primacy of multimodal alignment in converging on shared symbols for novel referents. Discourse Processes. https://doi.org/10.1080/0163853X.2021.1992235

To directly view files or code (in .html format) in your browser without downloading, use the URL under 'files' below. 
To download several files or the entire collection at once, you need a WebDAV client. When you use Cyberduck: click on 'open connection', paste the same URL in the 'server' field, and tick 'anonymous login'.


---
The collection is organized as follows:

# Code for analyses and figures
The code is written in R markdown files (.Rmd), and rendered as .html files.
There are six scripts: 
   * main_analysis_namingtask --> reported in results section 3.1
   * main_analysis_alignment --> reported in results sections 3.1 to 3.3
   * supplementary_analysis_gestureformsimilarity --> Appendix B  
   * supplementary_analysis_alignment-namingtask --> Appendix C
   * reliability_gesturecoding --> Appendix A  
   * reliability_gestureformsimilarity --> Appendix B

# 1_data
The data is sorted into two folders:
* naming task: the task in which participants labelled the target items before and after the interaction
* referential task: the director-matcher interaction task in which participants refer to the target items

# 2_figures
This folder contains the figures which are included in the paper

# 3_out
This folder contains output from the Rmd files which are rendered in the html files
DOI: 10.34973/hbn1-ax24
title: EEG Activity of keyboard typing errors

description: Rhythmic neural activity synchronizes with certain rhythmic behaviors, such as breathing, sniffing, saccades, and speech. The extent to which neural oscillations synchronize with higher-level and more complex behaviors is largely unknown. Here we investigated electrophysiological synchronization with keyboard typing, which is an omnipresent behavior daily engaged by an uncountably large number of people. Keyboard typing is rhythmic with frequency characteristics roughly the same as neural oscillatory dynamics associated with cognitive control, notably through midfrontal theta (4 -7 Hz) oscillations. We tested the hypothesis that synchronization occurs between typing and midfrontal theta, and breaks down when errors are committed. Thirty healthy participants typed words and sentences on a keyboard without visual feedback, while EEG was recorded. Typing rhythmicity was investigated by inter-keystroke interval analyses and by a kernel density estimation method. We used a multivariate spatial filtering technique to investigate frequency-specific synchronization between typing and neuronal oscillations. Our results demonstrate theta rhythmicity in typing (around 6.5 Hz) through the two different behavioral analyses. Synchronization between typing and neuronal oscillations occurred at frequencies ranging from 4 to 15 Hz, but to a larger extent for lower frequencies. However, peak synchronization frequency was idiosyncratic across subjects, therefore not specific to theta nor to midfrontal regions, and correlated somewhat with peak typing frequency. Errors and trials associated with stronger cognitive control were not associated with changes in synchronization at any frequency. As a whole, this study shows that brain-behavior synchronization does occur during keyboard typing but is not specific to midfrontal theta.
DOI: 10.34973/9ayw-yf48
title: Speech sound categorization: The contribution of non-auditory and auditory cortical regions

description: Which processes in the human brain lead to the categorical perception of speech sounds? Investigation of this question is hampered by the fact that categorical speech perception is normally confounded by acoustic differences in the stimulus. By using ambiguous sounds, however, it is possible to dissociate acoustic from perceptual stimulus representations. Twenty-seven normally hearing individuals took part in an fMRI study in which they were presented with an ambiguous syllable (intermediate between /da/ and /ga/) in one ear and with disambiguating acoustic feature (third formant, F3) in the other ear. Multi-voxel pattern searchlight analysis was used to identify brain areas that consistently differentiated between response patterns associated with different syllable reports. By comparing responses to different stimuli with identical syllable reports and identical stimuli with different syllable reports, we disambiguated whether these regions primarily differentiated the acoustics of the stimuli or the syllable report. We found that BOLD activity patterns in left perisylvian regions (STG, SMG), left inferior frontal regions (vMC, IFG, AI), left supplementary motor cortex (SMA/pre-SMA), and right motor and somatosensory regions (M1/S1) represent listeners’ syllable report irrespective of stimulus acoustics. Most of these regions are outside of what is traditionally regarded as auditory or phonological processing areas. Our results indicate that the process of speech sound categorization implicates decision-making mechanisms and auditory-motor transformations.
DOI: 10.15468/dl.vhv3xb
title: Occurrence Download

description: A dataset containing 1656 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cnephasia longana (Haworth, 1811)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1656 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010643-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8guuqn
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "TaxonKey is Nomascus concolor concolor"
 ]
}

 The dataset includes 17 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010644-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ezxth6
title: Occurrence Download

description: A dataset containing 99 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((90.71097 6.63902,91.41672 4.468,97.31932 -5.39991,103.28609 -8.32972,110.47187 -3.86518,105.85244 1.0079,96.29278 9.87675,90.71097 6.63902))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Nepenthes sumatrana (Miq.) Beck"
 ]
}

 The dataset includes 99 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010645-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8f5mgm
title: Occurrence Download

description: A dataset containing 2105489473 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Animalia",
 "Year 2005-2024"
 ]
}

 The dataset includes 2105489473 records from 41077 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010630-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dmqtsr
title: Occurrence Download

description: A dataset containing 95 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Larix mastersiana)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 95 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059496-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gh75qf
title: Occurrence Download

description: A dataset containing 319 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Japan, Korea, Republic of, Chinese Taipei, Thailand, Viet Nam, China, Philippines, India)",
 "OccurrenceStatus is Present",
 "TaxonKey is Omobranchus punctatus"
 ]
}

 The dataset includes 319 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059500-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bjj7h4
title: Occurrence Download

description: A dataset containing 664 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trifolium hybridum",
 "Country is Ukraine",
 "HasCoordinate is true"
 ]
}

 The dataset includes 664 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059499-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111291192
title: Incised Pottery Fragment Kition D 33, D 33

description: [Text Description:] ].shtm kwn.[ ❧ [Text or Publication Number Note:] Kition Inv. 3049; D 33 ❧ [Excavation Description:] Found at Kition, 1971, trench 9, depth of 2.84-3.1m. ❧ [Medium:] Clay ❧ [Script Note:] Phoenician ❧ [Physical Object Description:] Fragment of a bowl "Black-on-Red I(III)." 5.5 x 7.3cm. ❧ [Physical Object Note:] Six incised letters. Dots as word dividers. ❧
DOI: 10.15468/dl.bxchkk
title: Occurrence Download

description: A dataset containing 204 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Amydrium zippelianum (Schott) Nicolson"
 ]
}

 The dataset includes 204 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018232-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.