cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.kk7tu9
title: Occurrence Download

description: A dataset containing 89 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Berardius bairdii Stejneger, 1883",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 89 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006994-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/jtnr-z895
title: ISL Dataset (Dynamic and Static)

description: The sign dataset consists of 26 classes (if “Where” is also considered) and were made with the reference of Sign Dictionary released by Indian Sign Language Research and Training Centre (ISLRTC). We ensured that compound signs were broken down into their constituent meaningful signs, e.g. “Where” is made up of 2 signs, “Place” and “What”. Thus, separate classes were made for these signs as this provides us the flexibility for combining signs to form different phrases and sentences, which is an essential part of any natural language with its grammar and syntax. MediaPipe was used to create the dataset ensuring different camera angles and covered variations of each sign. Each class contained 100 elements and within each recording, 30 frames were extracted and stored as a NumPy array. The NumPy arrays store the key-points extracted from each frame i.e. the Pose Contours and Hand Connections.
DOI: 10.15468/dl.7vkj8v
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lampropeltis californiae (Blainville, 1835)",
 "Country is Spain",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006995-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w2b2vu
title: Occurrence Download

description: A dataset containing 202227 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-180 -60,-67 -60,-67 60,-180 60,-180 -60))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Copepoda",
 "Year 1901-2024"
 ]
}

 The dataset includes 202227 records from 266 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006953-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.78at6h
title: Occurrence Download

description: A dataset containing 467 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chiasmocleis shudikarensis Dunn, 1949"
 ]
}

 The dataset includes 467 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006997-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kavgd6
title: Occurrence Download

description: A dataset containing 151 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Euphausia pacifica Hansen, 1911",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 151 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006998-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nn754e
title: Occurrence Download

description: A dataset containing 6157 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Hieracium caespitosum Dumort.)"
 ]
}

 The dataset includes 6157 records from 140 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006999-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.urbac2
title: Occurrence Download

description: A dataset containing 38340 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ireland",
 "TaxonKey is Cnidaria"
 ]
}

 The dataset includes 38340 records from 88 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006996-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zrkeef
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lasius neglectus Van Loon, Boomsma & Andrasfalvy, 1990",
 "Country is Netherlands",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 13 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007000-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25318/3310089001-eng
title: Private sector business counts by majority ownership, fourth quarter of 2024

description: Private sector business counts by majority ownership, by North American Industry Classification System (NAICS), business employment size, type of business, business activity and majority ownership, fourth quarter of 2024.
DOI: 10.15468/dl.45n3f7
title: Occurrence Download

description: A dataset containing 405 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Centrale Photovoltaïque de Saint-Mars-du-Désert - Données Brutes Naturalites Faune / Flore - Saint-Mars-du-Désert"
 ]
}

 The dataset includes 405 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007001-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3494zb
title: Occurrence Download

description: A dataset containing 51 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Squalus brevirostris Tanaka, 1917",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 51 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007003-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uc5rm3
title: Occurrence Download

description: A dataset listing the 8122 species recorded in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "StateProvince is one of (Quebec (Prov.), QuebeC Province, Quebec)",
 "TaxonKey is Fungi"
 ]
}

 The dataset's 8122 records were derived from 108 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006958-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ekhdka
title: Occurrence Download

description: A dataset containing 1297 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dendrobates tinctorius (Cuvier, 1797)"
 ]
}

 The dataset includes 1297 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007004-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ppsg9j
title: Occurrence Download

description: A dataset containing 405 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Centrale Photovoltaïque de Saint-Mars-du-Désert - Données Brutes Naturalites Faune / Flore - Saint-Mars-du-Désert"
 ]
}

 The dataset includes 405 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007005-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ae5dxe
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Squalus albicaudus Viana, Carvalho & Gomes, 2016",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007007-241126133413365/datasets/export for details.
DOI: 10.15468/dl.fcbx4g
title: Occurrence Download

description: A dataset listing the 2 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Canada",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Sphaerium occidentale (J.Lewis, 1856)"
 ]
}

 The dataset's 2 records were derived from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006976-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sg4qyk
title: Occurrence Download

description: A dataset containing 158460 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-180 -60,-67 -60,-67 66,-180 66,-180 -60))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Amphipoda",
 "Year 1901-2024"
 ]
}

 The dataset includes 158460 records from 314 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006972-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5fkchw
title: Occurrence Download

description: A dataset listing the 4 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Allantus cinctus (Linnaeus, 1758)"
 ]
}

 The dataset's 4 records were derived from 112 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006985-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fgyvjn
title: Occurrence Download

description: A dataset listing the 1461 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Belgium",
 "DatasetKey is Pl@ntNet observations"
 ]
}

 The dataset's 1461 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006974-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5284/1124546
title: Images from an Archaeological Building Recording Survey at Field House Farm, Lesbury, Northumberland, July 2023

description: This colleciton comprises images from an archaeological building recording survey at Field House Farm, Lesbury, Northumberland undertaken by Archaeological Services Durham University in July 2023.
DOI: 10.15468/dl.5t3d8u
title: Occurrence Download

description: A dataset containing 6110 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Occurrence dataset of wild bees (Hymenoptera, Apoidea) present in agricultural and non-farmed landscapes of Central Uganda"
 ]
}

 The dataset includes 6110 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007008-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y3rdcx
title: Occurrence Download

description: A dataset containing 38340 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ireland",
 "TaxonKey is Cnidaria"
 ]
}

 The dataset includes 38340 records from 88 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007006-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qqd3z8
title: Occurrence Download

description: A dataset listing the 6 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "OccurrenceStatus is Present",
 "TaxonKey is Iguana Laurenti, 1768"
 ]
}

 The dataset's 6 records were derived from 253 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006964-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14981682
title: Identification of Therapeutic Targets for Osteoporosis through Multi-Omics Integration and the Potential Dual Role of Androgen Receptor Signaling in Its Pathophysiology
DOI: 10.5281/zenodo.14981683
title: Identification of Therapeutic Targets for Osteoporosis through Multi-Omics Integration and the Potential Dual Role of Androgen Receptor Signaling in Its Pathophysiology
DOI: 10.5281/zenodo.14978542
title: Perception of effort - military (full data)
DOI: 10.5281/zenodo.14978543
title: Perception of effort - military
DOI: 10.5281/zenodo.14982601
title: Perception of effort - military (full data)
DOI: 10.5281/zenodo.14802697
title: Data and processing scripts for: Towards detection of molecular parity violation via chiral co-sensing: the $^1$H/$^{31}$P model system

description: Abstract: "Fundamental weak interactions have been shown to violate parity in both nuclear and atomic systems. However, observation of parity violation in a molecular system has proven an elusive target. Nuclear spin dependent contributions of the weak interaction are expected to result in energetic differences between enantiomers manifesting in nuclear magnetic resonance (NMR) spectra as chemical shift differences on the order of parts-per-trillion to parts-per-billion ($\mu$Hz to mHz) for high-$Z$ nuclei. This method seeks to use simultaneous measurements of the diastereomeric splittings for a light and a heavy nucleus in solution-state NMR to resolve chemical shift differences persisting in a non-chiral environment between enantiomers of chiral compounds smaller than the typical high-field NMR linewidth. Sources of error must be identified and minimized to verify that the observed effect is, in fact, due to parity violation and not systematic effects. This paper presents a detailed analysis of a system incorporating $^{31}$P and $^{1}$H NMR to elucidate the systematic effects and to guide experiments with higher-$Z$ nuclei where molecular parity violation may be resolved."

This repository entry contains the raw data and python script used to process the data presented in the main text as well as part of the supplementary information.
DOI: 10.5281/zenodo.14802698
title: Data and processing scripts for: Towards detection of molecular parity violation via chiral co-sensing: the $^1$H/$^{31}$P model system

description: Abstract: "Fundamental weak interactions have been shown to violate parity in both nuclear and atomic systems. However, observation of parity violation in a molecular system has proven an elusive target. Nuclear spin dependent contributions of the weak interaction are expected to result in energetic differences between enantiomers manifesting in nuclear magnetic resonance (NMR) spectra as chemical shift differences on the order of parts-per-trillion to parts-per-billion ($\mu$Hz to mHz) for high-$Z$ nuclei. This method seeks to use simultaneous measurements of the diastereomeric splittings for a light and a heavy nucleus in solution-state NMR to resolve chemical shift differences persisting in a non-chiral environment between enantiomers of chiral compounds smaller than the typical high-field NMR linewidth. Sources of error must be identified and minimized to verify that the observed effect is, in fact, due to parity violation and not systematic effects. This paper presents a detailed analysis of a system incorporating $^{31}$P and $^{1}$H NMR to elucidate the systematic effects and to guide experiments with higher-$Z$ nuclei where molecular parity violation may be resolved."

This repository entry contains the raw data and python script used to process the data presented in the main text as well as part of the supplementary information.
DOI: 10.5281/zenodo.14832142
title: Non-invasive sensor data in households (motion, doors/windows, and temperature)

description: The training and testing dataset originates from non-invasive sensors, such as motion, magnetic, and temperature sensors, installed in households.

This study proposes a non-invasive monitoring system to enhance physical safety and facilitate the early detection of behavioural changes, especially in individuals with mild cognitive impairment(MCI). Its objective is to identify anomalies in daily activities through convolutional autoencoder models, capable of recognising deviations from typical behavioural patterns.

This dataset collection was funded by the European Union’s Horizon 2020 research and innovation programme under Grant Agreement No. 857159, project Smart & Healthy Ageing through People Engaging in Supportive Systems (SHAPES). It was also funded by MCIN/AEI/10.13039/501100011033 under Grant TALENT-BELIEF (PID2020-116417RB-C44) and the Project MIRATAR TED2021-132149B-C41 funded by CIN/AEI/10.13039/501100011033 and by the European Union NextGenerationEU/PRTR
DOI: 10.5281/zenodo.14832143
title: Non-invasive sensor data in households (motion, doors/windows, and temperature)

description: The training and testing dataset originates from non-invasive sensors, such as motion, magnetic, and temperature sensors, installed in households.

This study proposes a non-invasive monitoring system to enhance physical safety and facilitate the early detection of behavioural changes, especially in individuals with mild cognitive impairment(MCI). Its objective is to identify anomalies in daily activities through convolutional autoencoder models, capable of recognising deviations from typical behavioural patterns.

This dataset collection was funded by the European Union’s Horizon 2020 research and innovation programme under Grant Agreement No. 857159, project Smart & Healthy Ageing through People Engaging in Supportive Systems (SHAPES). It was also funded by MCIN/AEI/10.13039/501100011033 under Grant TALENT-BELIEF (PID2020-116417RB-C44) and the Project MIRATAR TED2021-132149B-C41 funded by CIN/AEI/10.13039/501100011033 and by the European Union NextGenerationEU/PRTR
DOI: 10.15468/dl.a456cp
title: Occurrence Download

description: A dataset containing 98686 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Continent is Europe",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Capra ibex Linnaeus, 1758",
 "Year 2000-2025"
 ]
}

 The dataset includes 98686 records from 123 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007024-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nezkdu
title: Occurrence Download

description: A dataset containing 57410 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Carex brizoides L.)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1945"
 ]
}

 The dataset includes 57410 records from 237 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007020-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e5f4ra
title: Occurrence Download

description: A dataset containing 98686 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Machine Observation)",
 "Continent is Europe",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Capra ibex Linnaeus, 1758",
 "Year 2000-2025"
 ]
}

 The dataset includes 98686 records from 123 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007078-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j6xdxk
title: Occurrence Download

description: A dataset containing 23704375 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Perciformes"
 ]
}

 The dataset includes 23704375 records from 3154 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007054-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.79cdwf
title: Occurrence Download

description: A dataset containing 778 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rostraria smyrnacea (Trin.) H.Scholz"
 ]
}

 The dataset includes 778 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006776-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.96ft89
title: Occurrence Download

description: A dataset containing 32407 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-123.5083 46.1098,-123.75439 41.46907,-119.50049 41.54805,-119.85205 46.06103,-123.5083 46.1098))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "or" : [
 "Month is February",
 "Month is March",
 "Month is April",
 "Month is May",
 "Month is June",
 "Month is July",
 "Month is August",
 "Month is September"
 ]
 },
 "OccurrenceStatus is Present",
 {
 "or" : [
 "TaxonKey is Apidae",
 "TaxonKey is Halictidae",
 "TaxonKey is Andrenidae",
 "TaxonKey is Colletidae",
 "TaxonKey is Megachilidae",
 "TaxonKey is Syrphidae",
 "TaxonKey is Lepidoptera"
 ]
 },
 "Year 1982-2020"
 ]
}

 The dataset includes 32407 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0135481-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.lhioma
title: Occurrence Download

description: A dataset containing 25066 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Banisteriopsis C.B.Rob. ex Small"
 ]
}

 The dataset includes 25066 records from 229 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014315-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.74s79r
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Androsace saussurei Dentant, Lavergne, F.C.Boucher & S.Ibanez"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006796-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.