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

description: A dataset listing the 66 species recorded in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Observation",
 "BasisOfRecord is Living Specimen"
 ]
 },
 "Continent is South America",
 "Country is Colombia",
 "Elevation 802.0-922.0m",
 "OccurrenceStatus is Present",
 "TaxonKey is Mammalia",
 "Year 2011-2021"
 ]
}

 The dataset's 66 records were derived from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0310406-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sxsujy
title: Occurrence Download

description: A dataset containing 1134 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sorbus rupicola (Syme) Hedl.",
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1970",
 "Year is less than or equal to 2017",
 "DecimalLongitude is greater than or equal to -15",
 "DecimalLongitude is less than or equal to 40",
 "DecimalLatitude is greater than or equal to 30",
 "DecimalLatitude is less than or equal to 75"
 ]
}

 The dataset includes 1134 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009099-171124123535762/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ask3yb
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Psittirostra psittacea (J.F.Gmelin, 1789)",
 "Year 1951-2021"
 ]
}

 The dataset includes 12 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0283205-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.iheacm
title: Occurrence Download

description: A dataset containing 106055 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Abies alba Mill."
 ]
}

 The dataset includes 106055 records from 370 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023496-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rw5uxk
title: Occurrence Download

description: A dataset containing 109 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Human Observation"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "PublishingOrg is 28eb1a3f-1c15-4a95-931a-4af90ecb574d",
 "TaxonKey is Brachypelma emilia (White, 1856)"
 ]
}

 The dataset includes 109 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0086451-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9599hj
title: Occurrence Download

description: A dataset containing 338 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Trachurus declivis (Jenyns, 1841)"
 ]
}

 The dataset includes 338 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027091-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bg9tgb
title: Occurrence Download

description: A dataset containing 4905 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((75.14802 12.44365,152.85198 12.44365,152.85198 43.55635,75.14802 43.55635,75.14802 12.44365))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Oryzias sinensis Chen, Uwa & Chu, 1989"
 ]
}

 The dataset includes 4905 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0294397-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q0ku1d
title: Occurrence Download

description: A dataset containing 729 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Zygophyllum fabago L.",
 "TaxonKey is Zygophyllum fabago L.",
 "TaxonKey is Zygophyllum fabago L.",
 "TaxonKey is Zygophyllum fabago L.",
 "TaxonKey is Zygophyllum fabago L."
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 729 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009465-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zxsjo1
title: Occurrence Download

description: A dataset containing 45 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year 2000-2019",
 "HasCoordinate is true",
 "TaxonKey is Histiotus montanus (Philippi & Landbeck, 1861)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 45 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015982-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u2k4zd
title: Occurrence Download

description: A dataset containing 876 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Agrilus planipennis Fairmaire, 1888"
 ]
}

 The dataset includes 876 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017830-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h4f9e8
title: Occurrence Download

description: A dataset containing 1801 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Cetacean distribution in the South Atlantic and South Pacific Ocean (AR-OBIS)"
 ]
}

 The dataset includes 1801 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0283208-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jp01zw
title: Occurrence Download

description: A dataset containing 24905 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Epilobium roseum DC."
 ]
}

 The dataset includes 24905 records from 164 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0086458-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.43nw4y
title: Occurrence Download

description: A dataset containing 3330 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Colección entomológica del Museo de Historia Natural “Luis Gonzalo Andrade” de la UPTC"
 ]
}

 The dataset includes 3330 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0192502-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.reghhf
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acteocina liratispira (E.A.Smith, 1872)"
 ]
}

 The dataset includes 29 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011251-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hjs8f5
title: Occurrence Download

description: A dataset containing 7142 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Carrichtera DC., Crambe L., Crambe Vosmaer, 1880, Hormathophylla Cullen & T.R.Dudley, Iberis Dill. ex L., Matthiola W.T.Aiton, Moricandia DC., Moricandia Pilsbry & Vanatta, 1898, Succowia Medik., Vella L., Vella Navás, 1913, Descurainia Webb & Berthel., Parolinia Webb)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Human Observation, Observation, Machine Observation)",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2021",
 "Country is Spain"
 ]
}

 The dataset includes 7142 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0310792-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.1so0zo
title: Occurrence Download

description: A dataset containing 1287111 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Papua New Guinea"
 ]
}

 The dataset includes 1287111 records from 735 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009465-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.maezxv
title: Occurrence Download

description: A dataset containing 1651 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CollectionCode is UTA-R",
 "TaxonKey is Crotalus Linnaeus, 1758"
 ]
}

 The dataset includes 1651 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000143-190306134739812/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rvvtyf
title: Occurrence Download

description: A dataset containing 2203712 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Mergus serrator Linnaeus, 1758, Larus michahelles Naumann, 1840, Falco tinnunculus Linnaeus, 1758, Emberiza cirlus Linnaeus, 1767, Monticola solitarius (Linnaeus, 1758), Hippolais icterina (Vieillot, 1817), Picus viridis Linnaeus, 1758)",
 "Continent is one of (Europe)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2203712 records from 91 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0310795-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.phw2fp
title: Occurrence Download

description: A dataset containing 10837 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Colección de Insectos de la Universidad del Quindío"
 ]
}

 The dataset includes 10837 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0192506-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gmctkh
title: Occurrence Download

description: A dataset listing the 3068 species recorded in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Machine Observation",
 "Country is United States of America",
 "MediaType is Image",
 {
 "or" : [
 "DatasetKey is NMNH Extant Specimen Records (USNM, US)",
 "DatasetKey is The New York Botanical Garden Herbarium (NY)",
 "DatasetKey is Harvard University Herbaria: All Records",
 "DatasetKey is BugGuide - Identification, Images, & Information For Insects, Spiders & Their Kin For the United States & Canada",
 "DatasetKey is University of North Carolina at Chapel Hill Herbarium: Vascular Plants",
 "DatasetKey is University of Michigan Herbarium",
 "DatasetKey is University of Tennessee Vascular Herbarium",
 "DatasetKey is University of Colorado Museum of Natural History Herbarium Vascular Plant Collection",
 "DatasetKey is International Barcode of Life project (iBOL)"
 ]
 }
 ]
}

 The dataset's 3068 records were derived from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023362-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.egiuwo
title: Occurrence Download

description: A dataset listing the 1573 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "TaxonKey is Achimenes Pers."
 ]
}

 The dataset's 1573 records were derived from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000143-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f35ftc
title: Occurrence Download

description: A dataset containing 183 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acropora globiceps (Dana, 1846)"
 ]
}

 The dataset includes 183 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0134917-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17741499
title: DISTENDER Climate Simulations: Statistical Downscaling for CMTo_D0, Vertical level 2000m, Global model CanESM5, scenario ssp245 -  The Metropolitan City of Turin (CMTo, Italy)

description: Local (high resolution) climate data produced applying statistical downscaling techniques in the EU Project DISTENDER for five case studies. https://distender.eu/the-project . The datasets from the statistical downscaling come from the outputs of three global climate models that have been bias corrected (Parametric quantile mapping).
More details about the domains, the provided variable, levels and periods are provided in the README file.
DOI: 10.5281/zenodo.17741498
title: DISTENDER Climate Simulations: Statistical Downscaling for CMTo_D0, Vertical level 2000m, Global model CanESM5, scenario ssp245 -  The Metropolitan City of Turin (CMTo, Italy)

description: Local (high resolution) climate data produced applying statistical downscaling techniques in the EU Project DISTENDER for five case studies. https://distender.eu/the-project . The datasets from the statistical downscaling come from the outputs of three global climate models that have been bias corrected (Parametric quantile mapping).
More details about the domains, the provided variable, levels and periods are provided in the README file.
DOI: 10.15468/dl.ab758d
title: Occurrence Download

description: A dataset containing 27364 species occurrences available in GBIF matching the query:
{
 "and" : [
 "SpeciesKey is Russula ochroleuca",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 27364 records from 180 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014177-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17741580
title: DISTENDER Climate Simulations: Statistical Downscaling for CMTo_D0, Vertical level 2000m, Global model CanESM5, scenario ssp370 -  The Metropolitan City of Turin (CMTo, Italy)

description: Local (high resolution) climate data produced applying statistical downscaling techniques in the EU Project DISTENDER for five case studies. https://distender.eu/the-project . The datasets from the statistical downscaling come from the outputs of three global climate models that have been bias corrected (Parametric quantile mapping).
More details about the domains, the provided variable, levels and periods are provided in the README file.
DOI: 10.5281/zenodo.17741581
title: DISTENDER Climate Simulations: Statistical Downscaling for CMTo_D0, Vertical level 2000m, Global model CanESM5, scenario ssp370 -  The Metropolitan City of Turin (CMTo, Italy)

description: Local (high resolution) climate data produced applying statistical downscaling techniques in the EU Project DISTENDER for five case studies. https://distender.eu/the-project . The datasets from the statistical downscaling come from the outputs of three global climate models that have been bias corrected (Parametric quantile mapping).
More details about the domains, the provided variable, levels and periods are provided in the README file.
DOI: 10.15468/dl.cfbtcb
title: Occurrence Download

description: A dataset containing 875 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acacia acanthoclada",
 "HasCoordinate is true"
 ]
}

 The dataset includes 875 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014178-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/ouqp4c
title: Replication Data for: Hansen, K.M. (2025) Rally-round-the-flag: The case of COVID-19 in Denmark". Scandinavian Political Studies, 9 September 2025

description: Please find:
- Stata (version 19.5) do-file
- and two datasets to replicate the findings
DOI: 10.15468/dl.qne4x9
title: Occurrence Download

description: A dataset listing the 37057 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-44.29573 -23.89947,-45.73215 -22.73259,-49.12984 -23.92472,-48.19064 -25.95344,-44.29573 -23.89947))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 37057 records were derived from 1049 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014157-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17741590
title: DISTENDER Climate Simulations: Statistical Downscaling for CMTo_D0, Vertical level 2000m, Global model CanESM5, scenario ssp585 -  The Metropolitan City of Turin (CMTo, Italy)

description: Local (high resolution) climate data produced applying statistical downscaling techniques in the EU Project DISTENDER for five case studies. https://distender.eu/the-project . The datasets from the statistical downscaling come from the outputs of three global climate models that have been bias corrected (Parametric quantile mapping).
More details about the domains, the provided variable, levels and periods are provided in the README file.
DOI: 10.5281/zenodo.17741591
title: DISTENDER Climate Simulations: Statistical Downscaling for CMTo_D0, Vertical level 2000m, Global model CanESM5, scenario ssp585 -  The Metropolitan City of Turin (CMTo, Italy)

description: Local (high resolution) climate data produced applying statistical downscaling techniques in the EU Project DISTENDER for five case studies. https://distender.eu/the-project . The datasets from the statistical downscaling come from the outputs of three global climate models that have been bias corrected (Parametric quantile mapping).
More details about the domains, the provided variable, levels and periods are provided in the README file.
DOI: 10.17605/osf.io/m425h
title: The efficacy of antidepressant medication versus interpersonal psychotherapy for the acute phase treatment of depression in middle aged women. A systematic review and individual participant data meta-analysis.

description: In this systematic review and individual participant data (IPD) meta-analysis, we will examine the comparative efficacy of antidepressant medication (ADM) and interpersonal psychotherapy (IPT) for the acute phase treatment of depression in middle-aged women on the outcome measures depression, quality of life and interpersonal functional .
DOI: 10.5281/zenodo.17751285
title: Data set: Long-term deployment of low-cost sensor IoT CAPTOR nodes measuring O3 and NO2 in Barcelona (2022-2024)

description: This data set corresponds to a low-cost Internet of Things (IoT) sensor deployment with three sensors at three locations in the city of Barcelona, measuring ozone (O₃), nitrogen dioxide (NO₂), temperature (T) and relative humidity (RH) during the period July 2022 to February 2024. This long-term deployment can therefore be used to evaluate sensor data processing techniques, as well as for exposure studies. The IoT nodes included two Alphasense electrochemical sensors measuring O₃ and NO₂, as well as a DHT sensor measuring temperature and relative humidity, collecting hourly measures. This deployment was funded by MCIN/AEI by a DIDEROT project (PID2022-138155OB-I00 funded by MCIN/AEI/ 10.13039/501100011033) and AGAUR project (2021SGR-01059).

The three sensors were collocated with reference stations at "Gala Placidia", "Palau Reial", and "Avenida Roma" (more details on the sites are available in the Readme.txt file). Ground-truth values can be found at Generalitat de Catalunya webpage: https://mediambient.gencat.cat/ca/05_ambits_dactuacio/atmosfera/qualitat_de_laire/vols-saber-que-respires/descarrega-de-dades/.

We have also included a calibrated version of the data ('_calibrated_NN.csv'), for which a feed-forward neural network (FFNN) was employed to calibrate the O₃ and NO₂ sensors. Two extra columns representing the estimated O₃ and NO₂ values have been added. Regarding the sensor calibration methodology, we used the first month of deployment to calibrate the sensors, and we used the same model for the remainder of the deployment (>1.5 years). We cannot guarantee accurate estimations over such a long period. For more details on general sensor calibration, please refer to the following reference: "A data-driven framework for air quality sensor networks, Ferrer-Cid et al. 2024", "A comparative study of calibration methods for low-cost ozone sensors in IoT platforms, Ferrer-Cid et al. 2019", "Sampling trade-offs in duty-cycled systems for air quality low-cost sensors, Ferrer-Cid et al. 2022".