cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.31034230.v2
title: Behavioral and Video-Based Tracking Data from The Switchboard Test:A Flexible, Low-Cost Setup for Assessing Spatial Memory in Rats During Sequential Instrumental Tasks

description: This repository provides representative sample data from <b>The Switchboard Test</b>, a flexible, low-cost experimental paradigm developed to assess spatial memory in rats during sequential instrumental tasks. The task is designed to capture both decision-making performance and movement dynamics while remaining compatible with electrophysiological recordings and scalable behavioral testing.The experimental system consists of a microcontroller-based task execution and event-logging module that handles stimulus delivery, reward triggering, and precise timestamping of behavioral events, together with overhead video recording and pose estimation performed using DeepLabCut. The microcontroller serves as the primary temporal reference for all behavioral events, ensuring consistent and reproducible timing across experimental sessions.Due to the large size of full experimental datasets and practical constraints associated with video-linked behavioral recordings, the complete dataset is not currently hosted publicly. Instead, this repository contains representative<b> </b>sample files for each data modality. These samples preserve the full structural complexity of the original data, including variable definitions, timestamping schemes, session organization, and data-integration logic, thereby enabling transparency, reproducibility, and validation of analysis pipelines.Behavioral event timestamps are generated using a microcontroller-based clock and are temporally aligned with DeepLabCut-derived tracking data using a ±100 ms tolerance window. This alignment enables joint analyses of spatial movement and behavioral decisions during task performance. Multiple stages of data processing are represented, from raw event logs to analyzed performance metrics and integrated behavioral–tracking datasets.The repository includes the following data categories:Raw behavioral event logs generated during experimental sessionsAnalyzed behavioral performance data derived from raw logsProcessed DeepLabCut tracking data containing pose estimates and likelihoodsMerged datasets combining behavioral and tracking data based on temporal alignmentTask execution and data-logging code used during experimentsAll shared files correspond to real experimental sessions and are provided as representative samples rather than complete datasets. The full experimental dataset may be made publicly available in future releases as data curation and storage constraints allow. Until then, complete datasets are available from the authors upon reasonable request.
DOI: 10.15156/bio/sh1407591.10fu
title: SH1407591.10FU

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/sh1407595.10fu
title: SH1407595.10FU

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/sh1407612.10fu
title: SH1407612.10FU

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/sh1407613.10fu
title: SH1407613.10FU

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.bds95t
title: Occurrence Download

description: A dataset containing 116172 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sciurus vulgaris Linnaeus, 1758",
 "Geometry POLYGON((-8.65077618607099 54.6265524273081, -0.754584838660397 54.6265524273081, -0.754584838660397 60.8518773462564, -8.65077618607099 60.8518773462564, -8.65077618607099 54.6265524273081))",
 "CoordinateUncertaintyInMeters is 0,101",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 116172 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069014-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tkvv3v
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Australia",
 "TaxonKey is Rotheca myricoides (Hochst.) Steane & Mabb."
 ]
}

 The dataset includes 13 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0127377-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e99kj9
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gentiana aperta Maxim."
 ]
}

 The dataset includes 36 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0225170-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ra7te3
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Geranium peruvianum Hieron."
 ]
}

 The dataset includes 41 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0227784-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10977302
title: An improved multiphase chemistry mechanism for methylamines: Significant dimethylamine cloud production

description: Processing data for Figures in publication.
DOI: 10.5281/zenodo.10977301
title: An improved multiphase chemistry mechanism for methylamines: Significant dimethylamine cloud production

description: Processing data for Figures in publication.
DOI: 10.15468/dl.vakek7
title: Occurrence Download

description: A dataset containing 177 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Australia",
 "TaxonKey is Rubus alceifolius Poir."
 ]
}

 The dataset includes 177 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0127392-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9sns3u
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Geranium paramicola R.Knuth"
 ]
}

 The dataset includes 9 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0227767-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hyymkr
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gloriosa sessiliflora Nordal & Bingham"
 ]
}

 The dataset includes 6 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0230205-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5518/1165
title: Impedimetric biosensor based on extracellular matrix protein-adhesin binding

description: Data about ECM protein-adhesin based biosensor for whole pathogen detection. The information found in the data corresponds to the most relevant findings of the research aimed to be published.
DOI: 10.15468/dl.wm2qy8
title: Occurrence Download

description: A dataset containing 19003 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eriodictyon Benth."
 ]
}

 The dataset includes 19003 records from 158 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0225162-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5g4xht
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Singapore",
 "TaxonKey is Rottboellia cochinchinensis (Lour.) Clayton"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0127383-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rek3gp
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Manettia cephalophora Standl."
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018927-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.57rd3y
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Geranium pilgerianum R.Knuth"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0227797-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5jbd58
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhizosphaera pini (Corda) Maubl.",
 {
 "or" : [
 "Country is United States of America",
 "Country is Canada"
 ]
 },
 {
 "not" : {
 "DatasetKey" : [
 "is Global database of alien macrofungi"
 ]
 }
 }
 ]
}

 The dataset includes 35 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0127374-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.agt8mf
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gentiana alsinoides Franch."
 ]
}

 The dataset includes 32 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0225151-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2twneu
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Glossocardia leschenaultii (Cass.) Veldkamp"
 ]
}

 The dataset includes 12 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0230222-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.58bphs
title: Occurrence Download

description: A dataset containing 193 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Icelus cataphractus (Pavlenko, 1910)",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 193 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069033-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yuccrx
title: Occurrence Download

description: A dataset containing 89363 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Parus minor Temminck & Schlegel, 1848"
 ]
}

 The dataset includes 89363 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040065-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vwp8e9
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bulbophyllum dichromum Rolfe"
 ]
}

 The dataset includes 29 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002891-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.99r9ns
title: Occurrence Download

description: A dataset containing 187 species occurrences available in GBIF matching the query:
{
 "and" : [
 "InstitutionKey is 62bde1c6-6b9e-4e8d-8456-ac7f21f594bc",
 "TaxonKey is Combretaceae"
 ]
}

 The dataset includes 187 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0225172-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sykwc6
title: Occurrence Download

description: A dataset listing the 1495 species recorded in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Sistema de Información de la vegetación Ibérica y Macaronésica",
 "Geometry POLYGON((1.38575 41.20724,2.62759 41.20724,2.62759 41.70377,1.38575 41.70377,1.38575 41.20724))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset's 1495 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0230200-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qhtx9b
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Geranium pinetophilum R.Knuth"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0227803-230224095556074/datasets/export for details.
DOI: 10.15468/dl.vv9h7d
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhytisma prini (Schwein.) Fr.",
 {
 "not" : {
 "Country" : [
 "is United States of America"
 ]
 }
 },
 {
 "not" : {
 "Country" : [
 "is Canada"
 ]
 }
 },
 {
 "not" : {
 "DatasetKey" : [
 "is Global database of alien macrofungi"
 ]
 }
 }
 ]
}

 The dataset includes 44 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0127407-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.37cpwg
title: Occurrence Download

description: A dataset containing 754 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Savia sessiliflora (Sw.) Willd."
 ]
}

 The dataset includes 754 records from 87 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0225153-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7qycmv
title: Occurrence Download

description: A dataset containing 86 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Glossocardia bosvallia (L.fil.) DC."
 ]
}

 The dataset includes 86 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0230212-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vkkb2t
title: Occurrence Download

description: A dataset containing 4321643 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "Country is one of (Botswana, Lesotho, South Africa, Namibia, Zimbabwe, Zambia, Angola, Eswatini, Mozambique)",
 "DatasetKey is EOD – eBird Observation Dataset",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is one of (January, February, March, April, May, June, July, August, September, October, November)",
 "OccurrenceStatus is Present",
 "Year 2000-2022"
 ]
}

 The dataset includes 4321643 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0127393-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rpdvkj
title: Occurrence Download

description: A dataset containing 24218 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is The First Breeding Bird Atlas of Vermont (1976-1981)"
 ]
}

 The dataset includes 24218 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0225171-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yv3zjf
title: Occurrence Download

description: A dataset containing 2013613 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year 2015-2020"
 ]
}

 The dataset includes 2013613 records from 1173 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0227777-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc110864321
title: Persepolis Fortification Anepigraphic Tablet 0406.203, PFAnep 0406.203

description: [Text Description:] Administrative tablet with seals ❧ [Text or Publication Number Note:] PFAnep 0406.203, PFUT 0406-203 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay tablet with seal impression on obverse. ❧ [Physical Object Note:] Cracks on reverse, upper edge. (Upper and bottom edges may be reversed)
DOI: 10.25549/inscriptifact-ouc110859520
title: Persepolis Fortification Anepigraphic Tablet 0381.204, PFAnep 0381.204

description: [Text Description:] Administrative tablet with seals ❧ [Text or Publication Number Note:] PFAnep 0381.204, PFUT 0381-204 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay tablet with seal impressions on bottom edge, left edge, obverse, reverse, upper edge. ❧ [Physical Object Note:] Damage and crack on bottom edge, left edge. Part of obverse damaged. Small break on right edge. Cracks on reverse.
DOI: 10.25549/inscriptifact-ouc110864320
title: Persepolis Fortification Anepigraphic Tablet 0406.203, PFAnep 0406.203

description: [Text Description:] Administrative tablet with seals ❧ [Text or Publication Number Note:] PFAnep 0406.203, PFUT 0406-203 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay tablet with seal impression on obverse. ❧ [Physical Object Note:] Cracks on reverse, upper edge. (Upper and bottom edges may be reversed)