cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.h8y7um
title: Occurrence Download

description: A dataset containing 83 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amaranthus hybridus",
 "Country is Zambia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 83 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009795-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qhsz9x
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ihsanalshehbazia granatensis"
 ]
}

 The dataset includes 14 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009794-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.28628939.v1
title: The formation of an expanding memory representation in the hippocampus

description: <b>How brain networks connected by labile synapses store new information without catastrophically overwriting previous memories remains poorly understood.</b><b> </b><b>To examine this, we tracked the same population of hippocampal CA1 place cells (PC) as mice learned a task for 7 days. We found evidence of memory formation as both the number of PCs maintaining a stable place field (PF) and the stability of individual PCs progressively increased across the week until most of the representation was composed of long-term stable PCs. The stable PCs disproportionately represented task-related learned information, were retrieved earlier within a behavioral session, and showed a strong correlation with behavioral performance. Both the initial formation of PCs and their retrieval on subsequent days was accompanied by prominent signs of behavioral timescale synaptic plasticity (BTSP), suggesting that even stable PCs were re-formed by synaptic plasticity each session.</b><b> </b><b>Further experimental evidence supported by a cascade-type state model indicates that CA1 PCs increase their stability each day they are active eventually forming a highly stable population. The results suggest that CA1 memory is implemented by an increase in the likelihood of new neuron-specific synaptic plasticity, as opposed to extensive long-term synaptic weight stabilization.</b>
DOI: 10.6084/m9.figshare.26334841.v1
title: ATACseq_3D

description: BigWig files from ATAC-seq sequencing data.
DOI: 10.6084/m9.figshare.28628939
title: The formation of an expanding memory representation in the hippocampus

description: <b>How brain networks connected by labile synapses store new information without catastrophically overwriting previous memories remains poorly understood.</b><b> </b><b>To examine this, we tracked the same population of hippocampal CA1 place cells (PC) as mice learned a task for 7 days. We found evidence of memory formation as both the number of PCs maintaining a stable place field (PF) and the stability of individual PCs progressively increased across the week until most of the representation was composed of long-term stable PCs. The stable PCs disproportionately represented task-related learned information, were retrieved earlier within a behavioral session, and showed a strong correlation with behavioral performance. Both the initial formation of PCs and their retrieval on subsequent days was accompanied by prominent signs of behavioral timescale synaptic plasticity (BTSP), suggesting that even stable PCs were re-formed by synaptic plasticity each session.</b><b> </b><b>Further experimental evidence supported by a cascade-type state model indicates that CA1 PCs increase their stability each day they are active eventually forming a highly stable population. The results suggest that CA1 memory is implemented by an increase in the likelihood of new neuron-specific synaptic plasticity, as opposed to extensive long-term synaptic weight stabilization.</b>
DOI: 10.15468/dl.q8b5ud
title: Occurrence Download

description: A dataset containing 74 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pterobunocephalus depressus"
 ]
}

 The dataset includes 74 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009796-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.26334841
title: ATACseq_3D

description: BigWig files from ATAC-seq sequencing data.
DOI: 10.15468/dl.dej584
title: Occurrence Download

description: A dataset containing 46282 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Maianthemum stellatum"
 ]
}

 The dataset includes 46282 records from 334 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009793-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zk8rrz
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amaranthus hybridus",
 "Country is Zimbabwe",
 "HasCoordinate is true"
 ]
}

 The dataset includes 32 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009797-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gn6q8r
title: Occurrence Download

description: A dataset containing 56 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Lithobates sphenocephalus sphenocephalus)"
 ]
}

 The dataset includes 56 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009798-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/xhx-emr-yvh
title: Indeterminatae-dicot

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.15468/dl.bh62et
title: Occurrence Download

description: A dataset containing 1197528 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Callipepla californica)",
 "Country is one of (Bermuda, Canada, Greenland, Saint Pierre and Miquelon, United States of America)"
 ]
}

 The dataset includes 1197528 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009762-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q625yg
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pterois miles",
 "Country is Bahamas",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009799-250717081556266/datasets/export for details.
DOI: 10.15468/dl.32a4zm
title: Occurrence Download

description: A dataset containing 54267 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Callipepla californica)",
 "Country is one of (Anguilla, Antigua and Barbuda, Argentina, Aruba, Bahamas, Barbados, Belize, Bolivia (Plurinational State of), Bonaire, Sint Eustatius and Saba, Bouvet Island, Brazil, Cayman Islands, Chile, Colombia, Costa Rica, Cuba, Curaçao, Dominica, Dominican Republic, Ecuador, El Salvador, Falkland Islands (Malvinas), French Guiana, Grenada, Guadeloupe, Guatemala, Guyana, Haiti, Honduras, Jamaica, Martinique, Mexico, Montserrat, Nicaragua, Panama, Paraguay, Peru, Puerto Rico, Saint Barthélemy, Saint Kitts and Nevis, Saint Lucia, Saint Martin (French part), Saint Vincent and the Grenadines, Sint Maarten (Dutch part), South Georgia and the South Sandwich Islands, Suriname, Trinidad and Tobago, Turks and Caicos Islands, Uruguay, Venezuela (Bolivarian Republic of), Virgin Islands (British), Virgin Islands (U.S.))"
 ]
}

 The dataset includes 54267 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009764-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j78rpa
title: Occurrence Download

description: A dataset containing 1152327 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((10.45301 59.43411,10.70571 58.9097,11.73822 58.76025,12.12412 59.89325,10.99645 59.80091,10.45301 59.43411))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset includes 1152327 records from 97 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009719-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k7xbu3
title: Occurrence Download

description: A dataset listing the 8 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-72.14024 4.34699,-72.14581 4.3478,-72.15889 4.32125,-72.1543 4.3121,-72.12171 4.29791,-72.08384 4.29333,-72.0579 4.27227,-72.02026 4.30088,-72.04039 4.32417,-72.05325 4.3121,-72.0733 4.32606,-72.07783 4.32568,-72.08994 4.32945,-72.10431 4.33284,-72.10866 4.33209,-72.14024 4.34699))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Amphibia",
 "Year 2015-2025"
 ]
}

 The dataset's 8 records were derived from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009788-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3g69tu
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bunocephalus depressus"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009805-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w4rgv4
title: Occurrence Download

description: A dataset containing 90 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pterois miles",
 "Country is Cyprus",
 "HasCoordinate is true"
 ]
}

 The dataset includes 90 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009803-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/dff-8xv-kx8
title: Rumex aquaticus L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.15468/dl.q8pp9t
title: Occurrence Download

description: A dataset containing 8380 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rorippa indica"
 ]
}

 The dataset includes 8380 records from 238 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009801-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/qkr-az7-q79
title: Rumex aquaticus L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.15468/dl.xyg9sg
title: Occurrence Download

description: A dataset containing 99 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Draba winterbottomii"
 ]
}

 The dataset includes 99 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009802-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f5ftrp
title: Occurrence Download

description: A dataset containing 6826 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ozothamnus leptophyllus"
 ]
}

 The dataset includes 6826 records from 88 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009804-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qqyh4v
title: Occurrence Download

description: A dataset containing 29492685 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tracheophyta",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 29492685 records from 177 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009771-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fj587h
title: Occurrence Download

description: A dataset containing 7212 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Maianthemum trifolium"
 ]
}

 The dataset includes 7212 records from 172 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009806-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y52t27
title: Occurrence Download

description: A dataset containing 3184978 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tracheophyta",
 "Country is New Zealand",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3184978 records from 201 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009781-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.29qb4f
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Fernandezia stuebelii (Schltr.) M.W.Chase"
 ]
}

 The dataset includes 29 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0209818-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jtnzu8
title: Occurrence Download

description: A dataset containing 60 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "TaxonKey is Buxus wallichiana Baill."
 ]
}

 The dataset includes 60 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0099891-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jne5ch
title: Occurrence Download

description: A dataset containing 14870 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Egypt",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 2022-2023"
 ]
}

 The dataset includes 14870 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0222574-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7nxret
title: Occurrence Download

description: A dataset containing 1142 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anolis trachyderma Cope, 1875"
 ]
}

 The dataset includes 1142 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017577-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sdjzuv
title: Occurrence Download

description: A dataset containing 409 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((284.27232 11.67413,284.25219 11.14119,284.11123 6.86622,287.41362 6.70626,287.05116 11.79243,284.27232 11.67413))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Gastrotricha"
 ]
}

 The dataset includes 409 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0209828-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cchh9f
title: Occurrence Download

description: A dataset containing 6275 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-7.565115326229041 34.56471338107677,-4.076743233205782 34.56471338107677,-4.076743233205782 38.05308547410003,-7.565115326229041 38.05308547410003,-7.565115326229041 34.56471338107677))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Chiroptera"
 ]
}

 The dataset includes 6275 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0099881-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.anzjqm
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Galactia monophylla Griseb."
 ]
}

 The dataset includes 21 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0222559-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.672ttw
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crepidium purpureoviridis (J.J.Sm.) Marg."
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018444-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kpv84g
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Argentina",
 "TaxonKey is Bauhinia uruguayensis Benth."
 ]
}

 The dataset includes 20 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017980-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q9vyc3
title: Occurrence Download

description: A dataset containing 2777 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hyperoplus lanceolatus (Le Sauvage, 1824)"
 ]
}

 The dataset includes 2777 records from 114 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0121895-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u2ynv8
title: Occurrence Download

description: A dataset containing 23798 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Swan Coastal Plain Survey"
 ]
}

 The dataset includes 23798 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0226127-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.epcqau
title: Occurrence Download

description: A dataset containing 375 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Percina nasuta (Bailey, 1941)"
 ]
}

 The dataset includes 375 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017579-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.77xa98
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Fernandezia theodorii M.W.Chase"
 ]
}

 The dataset includes 28 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0209829-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.as257w
title: Occurrence Download

description: A dataset containing 2229289 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Philippines"
 ]
}

 The dataset includes 2229289 records from 1759 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017575-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18670955
title: Smart Meter Anomaly Detection Dataset Pseudo Labelled via Ensembled ML Models

description: This dataset contains hourly electricity consumption readings from 74 smart meters, collected over a year as part of the ENFIELD smart metering infrastructure. Each record is pseudo-labeled for anomalies using a high-performing ensemble of XGBoost and LightGBM models trained on the LEAD dataset (year-long data from 200 buildings). These labels enable supervised training of interpretable anomaly detection models such as Explainable Boosting Machines (EBM).
DOI: 10.5281/zenodo.18670956
title: Smart Meter Anomaly Detection Dataset Pseudo Labelled via Ensembled ML Models

description: This dataset contains hourly electricity consumption readings from 74 smart meters, collected over a year as part of the ENFIELD smart metering infrastructure. Each record is pseudo-labeled for anomalies using a high-performing ensemble of XGBoost and LightGBM models trained on the LEAD dataset (year-long data from 200 buildings). These labels enable supervised training of interpretable anomaly detection models such as Explainable Boosting Machines (EBM).