cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.34973/tah5-ec63
title: Relationships of Sensory Processing Sensitivity with Creativity and Empathy in an adult sample

description: Introduction: Sensory Processing Sensitivity (SPS) describes individual differences in sensitivity to environments, but there is little research on potential positive correlates of SPS. Hereby we investigate whether SPS and its Aesthetic Sensitivity (AES) component are associated with different facets of creativity and empathy. 
Aims and Hypotheses
In this study, we replicate and expand previous research by studying associations of SPS and its AES subscale with two different facets of potential positive characteristics, namely creativity and empathy. To this end, we use a cross-sectional sample. The first aim (1a)  was to investigate the association of SPS with two key components of creativity, namely creative ideas and creative activities. Creative ideas are usually not included in the literature (Silvia et al., 2012) when measuring everyday creativity. It is, however, an important addition because deeper processing, a central characteristic of SPS, could possibly lead to creative ideas. The second aim (2a) was to evaluate the relation of SPS with empathy and its components affective and cognitive empathy and emotional disconnection. As subaims, we studied associations of the AES subscale of the SPS total score with the creativity variables (aim 1b) and empathy variables (aim 2b), correcting for openness to experience and the other SPS subscales LST and EOE, in order to study independent contributions of AES.
	We hypothesized that SPS total score (H1a) and its AES subscale (H1b) would be related to more creative ideas and creative activities. We further hypothesized that the SPS total score (H2a) and its AES subdimension (H2b) would be related to more empathy , as well its affective and cognitive empathy subcomponents and less emotional disconnection. This study provides new insights into potential positive aspects of SPS, which may have practical implications for strengthening the well-being of highly sensitive people.
This cross-sectional survey used an online questionnaire distributed in two ways. Firstly, via the personal network of the first author using social media and email and secondly, via flyers with a QR code to the questionnaire were distributed to individuals working in private practices providing psychological or coaching services and specializing in high sensitivity support across all regions of the Netherlands. These includedvarious practices which focused on helping highly sensitive individuals in areas like work, study, and relationships. The flyers were intended for display in waiting areas or direct distribution to relevant clients.
DOI: 10.34973/53ew-h870
title: Higher-level spatial prediction in natural vision across mouse visual cortex

description: This repository contains the complete analysis code and computational resources to reproduce all results from "Higher-level spatial prediction in natural vision across mouse visual cortex" by Heilbron & de Lange. Importantly, this repository does NOT contain a novel dataset. All neural data analysed in this study comes from the publicly available Allen Institute Visual Coding Neuropixels dataset (Siegle et al., 2021), and no neural or stimulus data is redistributed. Instead, we provide automated scripts to download data directly from the Allen Institute Brain Observatory API and organize it into analysis-ready formats as described in the Methods. The repository includes complete Python implementations of all analyses presented in the paper. To facilitate reproducibility and reduce computational burden, we provide pre-computed spatial predictability estimates for all neurons and stimuli, multi-level unpredictability metrics across abstraction levels, low-level image statistics, and all regression model results. Additionally, we include fine-tuned model checkpoints of the deep neural networks. Together, the code, models and numerical results, provide everything to reproduce the analyses and figures in the paper.
DOI: 10.34973/w21g-wt67
title: Does stimulus order affect central tendency and serial dependence in vestibular path integration? - data, analysis

description: The reproduction of a perceived stimulus, such as a distance or a duration, is often influenced by two biases. Central tendency indicates that reproductions are biased toward the mean of the stimulus distribution. Serial dependence reflects that the reproduction of the current stimulus is influenced by the previous stimulus. Although these biases are well-documented, their origins remain to be determined. Studies on duration reproduction suggest that autocorrelation within a stimulus sequence may play a role. In this study, we explored whether the level of autocorrelation in a stimulus sequence affects central tendency and serial dependence in vestibular path integration. Participants (n = 24) performed a vestibular distance reproduction task in total darkness by actively replicating a passively moved stimulus distance with a linear motion platform. We compared two conditions: a high-autocorrelation condition, where stimulus distances followed a random walk, and a no-autocorrelation condition, where the same distances were presented in a randomly shuffled order. We quantified both biases using two approaches: separate simple linear regressions and a joint multiple linear regression model that accounts for the autocorrelation in the stimulus sequence. Simple linear regressions revealed that central tendency was weaker and serial dependence reversed in the high-autocorrelation condition compared to the no-autocorrelation condition. However, these differences were no longer observed in the multiple linear regression analysis, indicating that these biases were independent of the specific stimulus sequence protocol. We conclude that these perceptual biases in vestibular path integration persist regardless of stimulus autocorrelation, suggesting that they reflect robust strategies of the brain to process vestibular information in self-motion perception. 

This collection consists of the raw, pre-processed and analyzed reproduction data as well as the analysis scripts. More information about the content of this collection and the experiment can be found in the attached documentation file (Folder_contents_information.pdf). Note that experiment scripts can be found in a second collection: https://doi.org/10.34973/bat6-c331.
DOI: 10.34973/014c-t415
title: Eye movements during narrative viewing

description: This data was collected to investigate what are the influences of narrative on gaze behaviour. This is a behavioural dataset containing eye-tracking data. This dataset contains the data, experimental scripts used for data collection and analysis scripts for data processing.
Specifically, participants freely viewed images presented one at the time, either in the order so that it made one coherent story, or in a shuffled order. There were 4 stories total, each participant viewed 2 in the meaningful and 2 in the shuffled condition. Each story contained 24 images. These were black-and-white hand-drawings from the Frog Stories collection.
Participants included here were typical adults with normal sight and no psychological or neurological disorder.
The eye-tracking was performed using the EyeLink-1000 (SR Research) eye-tracker.
DOI: 10.34973/e6ph-q277
title: The representation of omitted sounds in the mouse auditory cortex

description: Humans and animals use predictions to optimize their behavior, however, the underlying neuronal implementation remains elusive. We address this using omitted sounds on the macro- and microscale of the auditory cortex of female, normal hearing mice using high-speed imaging.
Neuronal responses to the omission of expected sounds were time-locked to expected stimulus onset, localized to layer 1-4 of higher auditory area (Temporal Association Area, TeA) and continued to rise until the following stimulus. The omission responses differed from offset and deviant responses in their temporal shape, size and spatial localization. Omissions and sequence statistics correlated with behavioral changes by timed pupil dilation and rapid facial motions. While stimulus responses showed partial entrainment, omission responses maintained a distinct, unentrained shape.
The localized omission response in TeA is consistent with a hierarchical organization of predictive processing. However, the continued rise suggests an integrated, absolute prediction error, instead of a direct representation of prediction or prediction error, which would terminate with the omission.

This data collection contains all code used to generate the stimuli, run the exeriments as well as data processing and figure generation underlying the manuscript. For further details on the structure of the data, please refer to the README file.
DOI: 10.15468/dl.vxucfp
title: Occurrence Download

description: A dataset containing 1442 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hydrolycus scomberoides",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1442 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020535-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bjhsnd
title: Occurrence Download

description: A dataset containing 49070 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((-6.46478 36.72065,-6.16224 36.02939,-5.40998 35.97647,-4.85396 36.55005,-5.66346 37.57443,-6.46478 36.72065))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 49070 records from 140 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020536-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2w5wha
title: Occurrence Download

description: A dataset containing 4022 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Folsomia candida, Hypogastrura socialis, Entomobrya nicoleti, Sminthurus viridis)",
 "OccurrenceStatus is one of (Present)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil)"
 ]
 }
 },
 "Year is greater than or equal to 1970"
 ]
}

 The dataset includes 4022 records from 169 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020537-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13140/rg.2.2.28901.26080
title: JURNAL REFLEKSI SEMESTER GENAP
DOI: 10.15468/dl.qzhyph
title: Occurrence Download

description: A dataset containing 2296 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Circaea lutetiana, Circaea lutetiana)",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "Year is greater than or equal to 2010",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 50",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 2296 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020538-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18299347
title: Tympaki LL_Datasets on climate, land use change and TAP scenarios' results

description: These datasets are outputs from the WEAP water resources management model of Tympaki River Basin in Crete, Greece. They include a Reference scenario for the period 1980-2022, as well as outputs from different climate, land use change and transformative adaptation policy scenarios. They are  part of the TRANSCEND horizon research project Deliverable D3.3.
DOI: 10.5281/zenodo.18299348
title: Tympaki LL_Datasets on climate, land use change and TAP scenarios' results

description: These datasets are outputs from the WEAP water resources management model of Tympaki River Basin in Crete, Greece. They include a Reference scenario for the period 1980-2022, as well as outputs from different climate, land use change and transformative adaptation policy scenarios. They are  part of the TRANSCEND horizon research project Deliverable D3.3.
DOI: 10.5281/zenodo.18300663
title: Langenzenn, Stadt-Apotheke

description: Historical questionnaire/s 1924/1948 and index cards, partly selected enclosures regarding the history of a German pharmacy, catalogued via Kalliope portal (Historischer Fragebogen 1924/1948 und Karteikarten, ggf. gemeinfreie Anlagen zur Apothekengeschichte; als Katalog dient das Nachlassportal Kalliope): https://kalliope-verbund.info/DE-611-BF-70963 [Funktion: Im Findbuch anzeigen]  Please note: The Kalliope catalogue entry might indicate related material in the archival folder which cannot be published due to copyright or other legal restrictions (NB: Das Katalogisat bei Kalliope kann auch auf Materialien - teils erheblichen Umfangs - verweisen, die aus archiv- oder urheberrechtlichen Gründen nicht veröffentlicht werden dürfen).
DOI: 10.5281/zenodo.18300664
title: Langenzenn, Stadt-Apotheke

description: Historical questionnaire/s 1924/1948 and index cards, partly selected enclosures regarding the history of a German pharmacy, catalogued via Kalliope portal (Historischer Fragebogen 1924/1948 und Karteikarten, ggf. gemeinfreie Anlagen zur Apothekengeschichte; als Katalog dient das Nachlassportal Kalliope): https://kalliope-verbund.info/DE-611-BF-70963 [Funktion: Im Findbuch anzeigen]  Please note: The Kalliope catalogue entry might indicate related material in the archival folder which cannot be published due to copyright or other legal restrictions (NB: Das Katalogisat bei Kalliope kann auch auf Materialien - teils erheblichen Umfangs - verweisen, die aus archiv- oder urheberrechtlichen Gründen nicht veröffentlicht werden dürfen).
DOI: 10.15468/dl.3pzffv
title: Occurrence Download

description: A dataset containing 457 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Spain",
 "TaxonKey is Abies pinsapo"
 ]
}

 The dataset includes 457 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020539-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gqgbw7
title: Occurrence Download

description: A dataset containing 147 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((99.31999999999999 8.162098, 99.24902400000001 8.156525999999999, 99.179801 8.139948, 99.114041 8.112773000000001, 99.05336699999999 8.075672000000001, 98.99927599999999 8.029560999999999, 98.95310000000001 7.975579, 98.915975 7.915057, 98.888813 7.849489, 98.87227799999999 7.78049, 98.866772 7.70976, 98.872426 7.639042, 98.889095 7.570076, 98.916364 7.50456, 98.953557 7.444104, 98.999757 7.390194, 99.05382400000001 7.344156, 99.11443 7.307121, 99.18008399999999 7.279998, 99.249172 7.263453, 99.31999999999999 7.257892, 99.390828 7.263453, 99.45991600000001 7.279998, 99.52557 7.307121, 99.58617599999999 7.344156, 99.640243 7.390194, 99.686443 7.444104, 99.723636 7.50456, 99.750905 7.570076, 99.767574 7.639042, 99.773228 7.70976, 99.76772200000001 7.78049, 99.751187 7.849489, 99.724025 7.915057, 99.68689999999999 7.975579, 99.64072400000001 8.029560999999999, 99.58663300000001 8.075672000000001, 99.525959 8.112773000000001, 99.460199 8.139948, 99.39097599999999 8.156525999999999, 99.31999999999999 8.162098))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 147 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020541-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qq6w5w
title: Occurrence Download

description: A dataset containing 4170 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((180 -44.3,173 -44.3,173 -47.5,170 -47.5,157 -47.5,157 -45.9,150 -45.9,150 -47.5,143 -47.5,143 -45.8,140 -45.8,140 -44.5,137 -44.5,137 -43,135 -43,135 -41.7,131 -41.7,131 -40.1,115 -40.1,92 -40.1,92 -41.4,78 -41.4,78 -42.3,69 -42.3,69 -43.3,47 -43.3,47 -41.7,30 -41.7,12 -41.7,12 -40.3,10 -40.3,10 -38.3,-5 -38.3,-5 -38.9,-9 -38.9,-9 -40.2,-13 -40.2,-13 -41.4,-21 -41.4,-21 -42.5,-39 -42.5,-39 -40.7,-49 -40.7,-49 -48.6,-54 -48.6,-54 -55.7,-62.7972582608082 -55.7,-64 -55.7,-64 -57.8,-71 -57.8,-71 -58.9,-80 -58.9,-80 -40,-125 -40,-167 -40,-167 -42.6,-171 -42.6,-171 -44.3,-180 -44.3,-180 -90, 0 -90,180 -90,180 -44.3))",
 {
 "and" : [
 "BasisOfRecord is one of (Human Observation)",
 "Year 2000-2026",
 "TaxonKey is one of (Orcinus orca [GBIF Backbone Taxonomy])"
 ]
 }
 ]
}

 The dataset includes 4170 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020542-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.84hncv
title: Occurrence Download

description: A dataset containing 4207 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Continent is Europe",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Scilla siberica",
 "Year 1970-2025"
 ]
}

 The dataset includes 4207 records from 77 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020545-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8afewy
title: Occurrence Download

description: A dataset containing 57 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-1.74253 32.40814,-1.63453 32.40814,-1.63453 32.49814,-1.74253 32.49814,-1.74253 32.40814))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves"
 ]
}

 The dataset includes 57 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020544-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bfn6bw
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((11.178 -1.71382, 11.107706 -1.719386, 11.039141 -1.735946, 10.973992 -1.763092, 10.913864 -1.800157, 10.860235 -1.846229, 10.814427 -1.900174, 10.777566 -1.960664, 10.750561 -2.02621, 10.734078 -2.095199, 10.728523 -2.165933, 10.734036 -2.23667, 10.750482 -2.305669, 10.777458 -2.371229, 10.8143 -2.431738, 10.860102 -2.485702, 10.913737 -2.531794, 10.973885 -2.568878, 11.039062 -2.596039, 11.107664 -2.612608, 11.178 -2.618177, 11.248336 -2.612608, 11.316938 -2.596039, 11.382115 -2.568878, 11.442263 -2.531794, 11.495898 -2.485702, 11.5417 -2.431738, 11.578542 -2.371229, 11.605518 -2.305669, 11.621964 -2.23667, 11.627477 -2.165933, 11.621922 -2.095199, 11.605439 -2.02621, 11.578434 -1.960664, 11.541573 -1.900174, 11.495765 -1.846229, 11.442136 -1.800157, 11.382008 -1.763092, 11.316859 -1.735946, 11.248294 -1.719386, 11.178 -1.71382))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020543-260108223611665/datasets/export for details.
DOI: 10.5284/1139183
title: Land off Chapel Lane, Wickham Market, Suffolk: An Archaeological Excavation

description: null
DOI: 10.15468/dl.z6mzx3
title: Occurrence Download

description: A dataset containing 321 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cirsium acaulon, Cirsium acaule, Cirsium acaule, Cirsium acaule, Cirsium acaule, Carduus acaulos)",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "Year is greater than or equal to 2010",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 50",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 321 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020546-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t248wp
title: Occurrence Download

description: A dataset containing 150 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((99.31 8.195097000000001, 99.239018 8.189525, 99.16978899999999 8.172947000000001, 99.104024 8.145771999999999, 99.043345 8.108670999999999, 98.98925 8.06256, 98.94307000000001 8.008578, 98.90594299999999 7.948056, 98.87877899999999 7.882488, 98.86224300000001 7.813488, 98.856737 7.742759, 98.862392 7.672041, 98.879062 7.603076, 98.906333 7.537559, 98.94353 7.477103, 98.989733 7.423194, 99.04380500000001 7.377157, 99.104415 7.340121, 99.170073 7.312998, 99.23916699999999 7.296453, 99.31 7.290893, 99.380833 7.296453, 99.449927 7.312998, 99.515585 7.340121, 99.576195 7.377157, 99.630267 7.423194, 99.67646999999999 7.477103, 99.713667 7.537559, 99.740938 7.603076, 99.757608 7.672041, 99.76326299999999 7.742759, 99.757757 7.813488, 99.741221 7.882488, 99.714057 7.948056, 99.67693 8.008578, 99.63075000000001 8.06256, 99.576655 8.108670999999999, 99.51597599999999 8.145771999999999, 99.450211 8.172947000000001, 99.380982 8.189525, 99.31 8.195097000000001))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 150 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020549-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.