cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.zz1c0y
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Jacquiniella Schltr.",
 "Country is Peru"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001019-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2acgjm
title: Occurrence Download

description: A dataset containing 96 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dendrobium gouldii Rchb.f."
 ]
}

 The dataset includes 96 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0169247-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tcqe7w
title: Occurrence Download

description: A dataset containing 81678 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-5000.0",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Conyza canadensis (L.) Cronquist"
 ]
}

 The dataset includes 81678 records from 233 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040484-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g5ffv7
title: Occurrence Download

description: A dataset containing 403 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Germany",
 "GadmGid is DEU.7_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Arianta arbustorum"
 ]
}

 The dataset includes 403 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020476-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.er4hc3
title: Occurrence Download

description: A dataset containing 30103 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dugong dugon"
 ]
}

 The dataset includes 30103 records from 127 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020474-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17671189
title: Longitudinal ALS Cohort Dataset
title: UNIPD's HEREDITARY Proprietary Dataset

description: The Longitudinal ALS Cohort is a clinical dataset collected at the University of Padua (UNIPD) on patients with amyotrophic lateral sclerosis (ALS) and related motor neuron diseases who are followed over time in the Veneto region of Italy. The cohort brings together detailed information from routine clinical care to characterise disease onset, progression and outcomes in a real-world setting.

The underlying dataset includes person-level variables grouped into several domains: demographic and administrative information; diagnostic history (including ALS subtype, dates of symptom onset, diagnosis, tracheostomy and death); family and oncological history; potential environmental and lifestyle risk factors (for example smoking, occupational exposures and trauma); neurophysiological investigations (EMG, motor evoked potentials); brain and spinal MRI and, where available, PET findings; laboratory measurements and blood gas analyses; respiratory function tests and spirometry; detailed neurological examination; medications and other interventions (including gastrostomy); and longitudinal ALS Functional Rating Scale (ALSFRS-R) scores. Clinical information is complemented, for a subset of patients, by genetic testing results and linked variant data.

This Zenodo record does not expose the individual-level dataset itself. Instead, it provides documentation to support FAIR description and internal reuse within the HEREDITARY Horizon Europe project, including a structured data dictionary and a data access policy. Please refer to the dataset policy text to gain access to the sensitive data.
DOI: 10.5281/zenodo.17671190
title: Longitudinal ALS Cohort Dataset
title: UNIPD's HEREDITARY Proprietary Dataset

description: The Longitudinal ALS Cohort is a clinical dataset collected at the University of Padua (UNIPD) on patients with amyotrophic lateral sclerosis (ALS) and related motor neuron diseases who are followed over time in the Veneto region of Italy. The cohort brings together detailed information from routine clinical care to characterise disease onset, progression and outcomes in a real-world setting.

The underlying dataset includes person-level variables grouped into several domains: demographic and administrative information; diagnostic history (including ALS subtype, dates of symptom onset, diagnosis, tracheostomy and death); family and oncological history; potential environmental and lifestyle risk factors (for example smoking, occupational exposures and trauma); neurophysiological investigations (EMG, motor evoked potentials); brain and spinal MRI and, where available, PET findings; laboratory measurements and blood gas analyses; respiratory function tests and spirometry; detailed neurological examination; medications and other interventions (including gastrostomy); and longitudinal ALS Functional Rating Scale (ALSFRS-R) scores. Clinical information is complemented, for a subset of patients, by genetic testing results and linked variant data.

This Zenodo record does not expose the individual-level dataset itself. Instead, it provides documentation to support FAIR description and internal reuse within the HEREDITARY Horizon Europe project, including a structured data dictionary and a data access policy. Please refer to the dataset policy text to gain access to the sensitive data.
DOI: 10.15468/dl.gu8ucf
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((2.89711 42.81592,2.89296 42.81242,2.88612 42.80681,2.88249 42.80034,2.88218 42.79071,2.88978 42.78042,2.89784 42.77538,2.90802 42.77353,2.92011 42.77238,2.93256 42.77359,2.94202 42.77745,2.94672 42.78551,2.94984 42.79335,2.9491 42.80174,2.94767 42.81108,2.94248 42.8167,2.93516 42.81982,2.92636 42.82119,2.90911 42.82164,2.9005 42.81988,2.89711 42.81592))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Amphibia"
 ]
}

 The dataset includes 14 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020475-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/skgfg3
title: PAN-00169452 - Roman ceramic gaming piece

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00169452&lt;/p&gt;
description: Modified: 2025-04-26T11:50:58+02:00
DOI: 10.6084/m9.figshare.29432214
title: Farm demonstration networks as learning environments

description: Farm Demonstration Networks are peer advisory farmer groups set up with the aim of sharing knowledge about sustainable farming practices. Within the current study a “Learning Environment” framework is developed based on literature review to investigate and improve the setup, organization, and facilitation of such networks. The framework also functions as a structure for evaluation of both the educational process and impact of such networks. Four interlinked dimensions are proposed within the framework: learning objectives, instruction, physical learning space, and socio-cultural context. An exploration of the framework was done via 21 interviews with existing networks in Europe. This led to structural improvements and inspiration for the learning design of future Farm Demonstration Networks.
DOI: 10.6084/m9.figshare.29432214.v1
title: Farm demonstration networks as learning environments

description: Farm Demonstration Networks are peer advisory farmer groups set up with the aim of sharing knowledge about sustainable farming practices. Within the current study a “Learning Environment” framework is developed based on literature review to investigate and improve the setup, organization, and facilitation of such networks. The framework also functions as a structure for evaluation of both the educational process and impact of such networks. Four interlinked dimensions are proposed within the framework: learning objectives, instruction, physical learning space, and socio-cultural context. An exploration of the framework was done via 21 interviews with existing networks in Europe. This led to structural improvements and inspiration for the learning design of future Farm Demonstration Networks.
DOI: 10.17639/nott.7622
title: Robotic drilling cycles - Al/Al with specific anomalies

description: 305 drilling cycles from a prototype drilling end-effector (based on a Fanuc 0i-F CNC) on an industrial robot (Fanuc M800-iA). These were made for the purpose of training an anomaly detection algorithm for aerospace drilling. 98 Normal cycles - which are best sorted into Pass / Fail by some industrial tolerances on burr and diameter. 48 Low Pressure - using half pressure on the clamping pressure foot. 61 Short - setting drill bit back in collet, not breaking through the second layer. 48 Interlayer Gap - washers between the plates, forcing a gap. 48 Uneven - drill bit face ground to move point off-centre.
DOI: 10.15468/dl.vr23xm
title: Occurrence Download

description: A dataset containing 53432195 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "OccurrenceStatus is Present",
 "Year 2010-2025"
 ]
}

 The dataset includes 53432195 records from 1190 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020447-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/rjioc4
title: PAN-00103890 - coin/coin-related, Hadrianus (117-138) / Antoninus Pius (138-161) ?, denarius

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00103890&lt;/p&gt;
description: Modified: 2025-04-28T09:58:00+02:00
DOI: 10.57707/fmi-b2share.fc392ebdc5724265b4b7d6a98b149d48
title: Data and python codes for the manuscript "Signal, noise and skill in sub-seasonal forecasts: the role of teleconnections" by Karpechko et al.

description: The data set includes fields from control and nudged experiments by ECMWF model described in Karpechko et al. (2025) together with corresponding ERA5 verification fields. The fields are bi-weekly averaged (weeks 1-2, 3-4, 5-6) sea level pressure, 2-metre temperature and total precipitation, and weekly mean (weeks 1 to 6) NAO and PNA indexes. The python codes can be used to reproduce the results of the paper.
Reference:
Karpechko, A., Butler, A., and Vitart F. "Signal, noise and skill in sub-seasonal forecasts: the role of teleconnections", Weather and Climate Dynamics, https://doi.org/10.5194/egusphere-2025-2556, 2025.
DOI: 10.5281/zenodo.15177936
title: NFixDB: A Comprehensive Integrated SQL Database of Nitrogen Fixation Genes for Robust 'Omics Analysis

description: NFixDB is  a comprehensive SQL database for diazotroph nitrogenases (nifDHK), alternative nitrogenases (vnfDHK and anfDHK), and nitrogenase-like enzymes linked to ribosomal operons (16S-5S-5.8S-23S). It is the first step towards biological sustainable agriculture.

See NFixDB GitHub for code and bioRxiv for preprint.
DOI: 10.5281/zenodo.7887033
title: NFixDB: A Comprehensive Integrated SQL Database of Nitrogen Fixation Genes for Robust 'Omics Analysis

description: NFixDB is  a comprehensive SQL database for diazotroph nitrogenases (nifDHK), alternative nitrogenases (vnfDHK and anfDHK), and nitrogenase-like enzymes linked to ribosomal operons (16S-5S-5.8S-23S). It is the first step towards biological sustainable agriculture.

See NFixDB GitHub for code and bioRxiv for preprint.
DOI: 10.17026/ar/dzhugk
title: PAN-00137513 - finger ring with equal decoration elements all around

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00137513&lt;/p&gt;
description: Modified: 2025-04-30T14:27:02+02:00
DOI: 10.15468/dl.d4pygz
title: Occurrence Download

description: A dataset containing 714 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-5000.0",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Paris polyphylla",
 "Year 2000-2025"
 ]
}

 The dataset includes 714 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020479-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qngrsy
title: Occurrence Download

description: A dataset containing 7923303 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ireland",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 7923303 records from 1451 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020451-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17073391
title: Culture and Uncertainty Study: Interview Questionnaire and Codebook
DOI: 10.5281/zenodo.17073392
title: Culture and Uncertainty Study: Interview Questionnaire and Codebook
DOI: 10.15468/dl.x9kxvm
title: Occurrence Download

description: A dataset listing the 869 species recorded in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Geometry POLYGON((77.34111 -37.66258,77.25691 -37.80393,77.29901 -37.9573,77.52156 -38.08061,77.69598 -38.06557,77.83432 -37.89716,77.81929 -37.73476,77.60276 -37.57035,77.34111 -37.66258))",
 "Geometry POLYGON((77.38021 -38.53873,77.27796 -38.61692,77.25991 -38.77932,77.32608 -38.86353,77.49449 -38.91165,77.67493 -38.91165,77.7832 -38.77932,77.75313 -38.61692,77.50652 -38.50264,77.38021 -38.53873))"
 ]
 },
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 869 records were derived from 104 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039958-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8edn4d
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Neogastromyzon pauciradiatus)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039979-250827131500795/datasets/export for details.
DOI: 10.15468/dl.nzguh3
title: Occurrence Download

description: A dataset containing 112 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is LSUMZ Birds Collection",
 "TaxonKey is Rhegmatorhina"
 ]
}

 The dataset includes 112 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039980-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jpz4hr
title: Occurrence Download

description: A dataset containing 16051 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Adansonia"
 ]
}

 The dataset includes 16051 records from 308 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039981-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gg5btc
title: Occurrence Download

description: A dataset containing 529262 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ixodida"
 ]
}

 The dataset includes 529262 records from 706 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039947-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kc8n85
title: Occurrence Download

description: A dataset containing 529262 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ixodida"
 ]
}

 The dataset includes 529262 records from 706 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039933-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.az4dxe
title: Occurrence Download

description: A dataset containing 520 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((-6.83854 37.37389,-7.57041 36.0724,-5.53491 35.23615,-4.43711 37.21013,-5.52854 37.2846,-6.83854 37.37389))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is one of (VU, EN, CR)",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 520 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028319-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xmmxug
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Harpyhaliaetus coronatus (Vieillot, 1817)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 9 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054066-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.htsyz7
title: Occurrence Download

description: A dataset containing 401 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Equus ferus Boddaert, 1785",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 401 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028331-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kt3pmt
title: Occurrence Download

description: A dataset containing 872 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phyllanthus abnormis Baill."
 ]
}

 The dataset includes 872 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076636-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bwwekn
title: Occurrence Download

description: A dataset containing 51876 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "Year 1990-2018",
 "Geometry POLYGON((-97.78381 22.19788,-98.62976 21.76941,-98.99231 21.24207,-98.53088 20.22034,-98.26721 19.61609,-97.02576 20.45105,-97.78381 22.19788))"
 ]
}

 The dataset includes 51876 records from 231 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002679-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9tjxu4
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lithocarpus echinophorus (Hickel & A.Camus) A.Camus",
 "HasCoordinate is true"
 ]
}

 The dataset includes 27 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071312-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jedagn
title: Occurrence Download

description: A dataset containing 2861 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pluchea baccharis (Mill.) Pruski"
 ]
}

 The dataset includes 2861 records from 92 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0086997-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qlgh6u
title: Occurrence Download

description: A dataset containing 1773 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eira barbara (Linnaeus, 1758)"
 ]
}

 The dataset includes 1773 records from 124 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002679-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m5k3x3
title: Occurrence Download

description: A dataset containing 951 species occurrences available in GBIF matching the query:
{
 "and" : [
 "VerbatimScientificName is Temnurus temnurus",
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Year 2011-2021",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen, Material citation, Material sample)"
 ]
 }
 }
 ]
}

 The dataset includes 951 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0087008-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nx8zck
title: Occurrence Download

description: A dataset containing 29911 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Equus caballus Linnaeus, 1758",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 29911 records from 100 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028328-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p4howu
title: Occurrence Download

description: A dataset containing 2312 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is United States of America",
 "HasCoordinate is true",
 "TaxonKey is Ursus americanus Pallas, 1780",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2312 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002679-180824113759888/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.