cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17120861
title: WRF Hourly 2 m Temperature and Relative Humidity Simulations over Galicia from CMIP6 Downscaling (1985–2014, 2030–2059, SSP2-4.5)

description: This repository contains a database of regional climate simulations performed with the WRF v4.3.3 atmospheric model for the region of Galicia (NW Iberian Peninsula), covering latitudes 41.5°N – 44°N and longitudes –9.5°E – –6.5°E.

The database includes two 30-year periods:





Historical: 1985–2014




Future projection (SSP2-4.5): 2030–2059. 



Data structure





Format: netCDF4




Temporal resolution: hourly (24 records per day)




Spatial resolution: ~0.1° × 0.1° (~10 km)




Domain: Lambert Conformal (true latitudes: 38.0, standard longitude: –10.0)




Files:





Data are organized in daily files with the format:wrfpost_d02_YYYY-MM-DD_rec.nc




Each file contains 24 hourly records.




Daily files are grouped into annual .zip archives (30 for the historical period and 30 for the future).




Each annual archive contains 365 or 366 files, depending on whether the year is a leap year.





Available variables

Each netCDF file includes:





t2m: 2 m air temperature (K)




rh2m: 2 m relative humidity (%)




lat: latitude (degrees north)




lon: longitude (degrees east)




time: time (hours since the beginning of the simulated day, proleptic_gregorian calendar)



Methodology

Simulations were carried out with the WRF v4.3.3 model using physical options and parameterizations described in:

📖 Thomas, B., Costoya, X., Decastro, M., Insua-Costa, D., Senande-Rivera, M., & Gómez-Gesteira, M. (2023). Downscaling CMIP6 climate projections to classify the future offshore wind energy resource in the Spanish territorial waters. Journal of Cleaner Production, 433, 139860. https://doi.org/10.1016/j.jclepro.2023.139860

The model was forced with climate projections from the CMIP6 multimodel ensemble, bias-corrected and published in:

📖 Xu, Z., Han, Y., Tam, C.-Y., Yang, Z.-L., & Fu, C. (2021). Bias-corrected CMIP6 global dataset for dynamical downscaling of the historical and future climate (1979–2100). Scientific Data, 8, 293. https://doi.org/10.1038/s41597-021-01079-3

Notes





The high temporal resolution (hourly) and spatial resolution (~10 km) imply a considerable computational effort.




The dataset is suitable for applications in climate research, environmental studies, and energy resource assessment in Galicia.
DOI: 10.5281/zenodo.17120860
title: WRF Hourly 2 m Temperature and Relative Humidity Simulations over Galicia from CMIP6 Downscaling (1985–2014, 2030–2059, SSP2-4.5)

description: This repository contains a database of regional climate simulations performed with the WRF v4.3.3 atmospheric model for the region of Galicia (NW Iberian Peninsula), covering latitudes 41.5°N – 44°N and longitudes –9.5°E – –6.5°E.

The database includes two 30-year periods:





Historical: 1985–2014




Future projection (SSP2-4.5): 2030–2059. 



Data structure





Format: netCDF4




Temporal resolution: hourly (24 records per day)




Spatial resolution: ~0.1° × 0.1° (~10 km)




Domain: Lambert Conformal (true latitudes: 38.0, standard longitude: –10.0)




Files:





Data are organized in daily files with the format:wrfpost_d02_YYYY-MM-DD_rec.nc




Each file contains 24 hourly records.




Daily files are grouped into annual .zip archives (30 for the historical period and 30 for the future).




Each annual archive contains 365 or 366 files, depending on whether the year is a leap year.





Available variables

Each netCDF file includes:





t2m: 2 m air temperature (K)




rh2m: 2 m relative humidity (%)




lat: latitude (degrees north)




lon: longitude (degrees east)




time: time (hours since the beginning of the simulated day, proleptic_gregorian calendar)



Methodology

Simulations were carried out with the WRF v4.3.3 model using physical options and parameterizations described in:

📖 Thomas, B., Costoya, X., Decastro, M., Insua-Costa, D., Senande-Rivera, M., & Gómez-Gesteira, M. (2023). Downscaling CMIP6 climate projections to classify the future offshore wind energy resource in the Spanish territorial waters. Journal of Cleaner Production, 433, 139860. https://doi.org/10.1016/j.jclepro.2023.139860

The model was forced with climate projections from the CMIP6 multimodel ensemble, bias-corrected and published in:

📖 Xu, Z., Han, Y., Tam, C.-Y., Yang, Z.-L., & Fu, C. (2021). Bias-corrected CMIP6 global dataset for dynamical downscaling of the historical and future climate (1979–2100). Scientific Data, 8, 293. https://doi.org/10.1038/s41597-021-01079-3

Notes





The high temporal resolution (hourly) and spatial resolution (~10 km) imply a considerable computational effort.




The dataset is suitable for applications in climate research, environmental studies, and energy resource assessment in Galicia.
DOI: 10.23728/b2share.7951052ddb544f3b8aefb2865290e54e
title: LTER Zöbelboden (Austria) - meteorological data 2007

description: LTER Zöbelboden (Austria) - meteorological data 2007
DOI: 10.15468/dl.6mrdhk
title: Occurrence Download

description: A dataset containing 104 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((115.96543 40.5025,115.91595 40.36278,115.92468 39.97126,116.03821 39.64814,116.30456 39.64086,116.68153 39.74566,116.61603 40.02656,116.57964 40.14882,116.75284 40.23324,116.93478 40.31911,117.11235 40.39917,117.13854 40.5287,116.89694 40.69463,116.58983 40.73101,116.23033 40.62185,115.99454 40.51415,115.96543 40.5025))",
 "TaxonKey is Pinus tabuliformis"
 ]
}

 The dataset includes 104 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010233-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17866/rd.salford.30139252
title: Cognitive Muscular Therapy™ for low back pain: a pilot study (Supporting data)

description: Supporting data for the paper "Cognitive Muscular Therapy™ for low back pain: a pilot study" which was published in Musculoskeletal Science and Practice in Sept 2025 (https://doi.org/10.1016/j.msksp.2025.103415).There are three excel files which include the individual participant data for the three clinical outcome measures. There is also a zip file which includes all electromyography (EMG) data. EMG data have been provided in raw format for each participant and can be processed using the matlab file "collateEMGData"
DOI: 10.17866/rd.salford.30139252.v1
title: Cognitive Muscular Therapy™ for low back pain: a pilot study (Supporting data)

description: Supporting data for the paper "Cognitive Muscular Therapy™ for low back pain: a pilot study" which was published in Musculoskeletal Science and Practice in Sept 2025 (https://doi.org/10.1016/j.msksp.2025.103415).There are three excel files which include the individual participant data for the three clinical outcome measures. There is also a zip file which includes all electromyography (EMG) data. EMG data have been provided in raw format for each participant and can be processed using the matlab file "collateEMGData"
DOI: 10.5281/zenodo.16836066
title: Dataset: Sampling of Adsorption Dynamics with DFT Accuracy via Machine Learning: Functionalized Cyclooctyne on Si(001)

description: Raw Data for the publication

Sampling of Adsorption Dynamics with DFT Accuracy via Machine Learning: Functionalized Cyclooctyne on Si(001)
DOI: 10.23728/b2share.0bfc57f67cfe4bcb8f215bbff1d5a7ec
title: LTER Zöbelboden (Austria) - meteorological data 2008

description: LTER Zöbelboden (Austria) - meteorological data 2008
DOI: 10.15468/dl.97h2t4
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Doryichthys heterosoma)",
 "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/0010235-250914085247600/datasets/export for details.
DOI: 10.15468/dl.txvejn
title: Occurrence Download

description: A dataset containing 3339 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation, Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ficus virens"
 ]
}

 The dataset includes 3339 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010234-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5519/qd.2yhsxw6q
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (12228 records)
DOI: 10.23728/b2share.05011f72981443bfac8cedcd6455c5a5
title: LTER Zöbelboden (Austria) - meteorological data 2009

description: LTER Zöbelboden (Austria) - meteorological data 2009
DOI: 10.15468/dl.e69x5d
title: Occurrence Download

description: A dataset containing 5614572 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is The vascular plants collection (P) at the Herbarium of the Muséum national d'Histoire Naturelle (MNHN - Paris)"
 ]
}

 The dataset includes 5614572 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010222-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.23728/b2share.76e85811475f48f6abc9c56f6e6e5e81
title: LTER Zöbelboden (Austria) - meteorological data 2010

description: LTER Zöbelboden (Austria) - meteorological data 2010
DOI: 10.15468/dl.rssfs9
title: Occurrence Download

description: A dataset containing 49 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Zimbabwe",
 "TaxonKey is Giraffa camelopardalis"
 ]
}

 The dataset includes 49 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010236-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.499nyb
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Leptachirus kikori)",
 "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 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010237-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9vq6de
title: Occurrence Download

description: A dataset containing 53052 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Placopecten magellanicus",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 53052 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010205-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15260958
title: STOPUP. WP3. Development of a combined filtration and ion exchange process for the treatment of combined sewer overflow

description: This dataset contains the data underlying the following publication: Enrico Temellini, Carla Maggetti, Davide Pinelli, Elisa Girometti, Vittorio Di Federico, Matteo Venturi, Elettra Papa, Valentina Medri, Dario Frascari, 2025. Development of a combined filtration and ion exchange process for the treatment of combined sewer overflow.  Journal of Environmental Chemical Engineering. 13 (2025) 118443. https://doi.org/10.1016/j.jece.2025.118443
DOI: 10.15468/a42nzb
title: Phytoplankton data collected in the Black Sea in 1958

description: Phytoplankton data collected in the Black Sea in 1958 and processed by Lyudmila Georgieva
DOI: 10.5281/zenodo.15260957
title: STOPUP. WP3. Development of a combined filtration and ion exchange process for the treatment of combined sewer overflow

description: This dataset contains the data underlying the following publication: Enrico Temellini, Carla Maggetti, Davide Pinelli, Elisa Girometti, Vittorio Di Federico, Matteo Venturi, Elettra Papa, Valentina Medri, Dario Frascari, 2025. Development of a combined filtration and ion exchange process for the treatment of combined sewer overflow.  Journal of Environmental Chemical Engineering. 13 (2025) 118443. https://doi.org/10.1016/j.jece.2025.118443
DOI: 10.15468/vp2c7j
title: Brachiopoda from sampling campaigns in the French part of the Mediterranean during the 1970-1990s

description: A list of Brachiopoda species sampled during campaigns in the French part of the Mediterranean.
DOI: 10.15468/7g9xav
title: Seabird nearshore winter survey in South-West England 1994-95

description: The survey represents the first systematic study of divers, grebes, seaduck, cormorant, shag and auks within these sea areas.
DOI: 10.15468/rvx6xt
title: Western Baltic Sea Copepods

description: The main question in this research was how Harpacticoid copepod communities differ in species composition and diversity on a north to south gradient in the Western Baltic area and what factors might explain these differences
DOI: 10.15468/s5pgcc
title: Cefas08 - Effects of simulated deposition of dredged material on structure of nematode assemblages - the role of contamination

description: Data are the result of a laboratory experiment, designed to investigate the effects of the degree of contamination and the role of burial associated with the deposition of dredged material on meiobenthic nematodes.
DOI: 10.15468/t9a6q2
title: National monitoring of macrobenthos in the Kavala Gulf

description: Data were collected as part of a monitoring programme, studying the changes in seaweed communities across an eutrophication gradient in the Kavala Gulf. As part of the Water Framework Directive (WFD), the results of this study were then compared to the Ecological Status assessment of the coastline, based on the Ecological Evaluation Index (EEI).
DOI: 10.15468/mewrn6
title: A comparison of benthic biodiversity in the North Sea, English Channel and Celtic Seas - Epifauna

description: Comparison dataset of Animalia in the North Sea, the English Channel and the Celtic Sea.
DOI: 10.15468/dl.9xb2d8
title: Occurrence Download

description: A dataset containing 564317 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.2_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves",
 "Year 2020-2025"
 ]
}

 The dataset includes 564317 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010178-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.23728/b2share.db155231fdf84176a1e1495266f4720d
title: LTER Zöbelboden (Austria) - meteorological data 2011

description: LTER Zöbelboden (Austria) - meteorological data 2011
DOI: 10.23728/b2share.48e5b7b476674dd5bb8bd8572288289e
title: LTER Zöbelboden (Austria) - meteorological data 2012

description: LTER Zöbelboden (Austria) - meteorological data 2012
DOI: 10.25549/usctheses-ouc11399log3
title: THE COMMUNITY IS THE THING: PERSEVERANCE THEATRE IN ALASKA IS A TESTAMENT TO THE POWER OF ART GROUNDED IN LOCAL VOICES
DOI: 10.25549/usctheses-ouc11399log2
title: Essays in Econometrics
DOI: 10.15468/dl.rsebh2
title: Occurrence Download

description: A dataset containing 68 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pseudamussium clavatum",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 68 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010238-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g5245y
title: Occurrence Download

description: A dataset containing 156 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Germany",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Agrostemma githago"
 ]
}

 The dataset includes 156 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010239-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sh8zdx
title: Occurrence Download

description: A dataset containing 95598 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tragopogon pratensis",
 "Country is France",
 "HasCoordinate is true"
 ]
}

 The dataset includes 95598 records from 1475 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010199-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fjyw6b
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lissocarcinus arkati Kemp, 1923",
 "HasCoordinate is true",
 "Year is greater than or equal to 1970",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((108.080642 16.439832, 121.84182 16.084389, 123.975906 41.313386, 108.669355 40.867975, 108.080642 16.439832))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012946-230828120925497/datasets/export for details.
DOI: 10.15468/dl.varw4u
title: Occurrence Download

description: A dataset containing 66 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Fissidens semicompletus Hedw."
 ]
}

 The dataset includes 66 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0158425-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3w78pq
title: Occurrence Download

description: A dataset containing 1434 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "TaxonKey is Lagarosiphon major (Ridl.) Moss"
 ]
}

 The dataset includes 1434 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0266407-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7aeswt
title: Occurrence Download

description: A dataset containing 553 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 {
 "or" : [
 "Country is Mexico",
 "Country is United States of America"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Bouteloua trifida Thurb. ex S.Watson"
 ]
}

 The dataset includes 553 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0158427-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kd2r9v
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eodemus hastatoides (Fabricius, 1798)",
 "HasCoordinate is true",
 "Year is greater than or equal to 1970",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((108.080642 16.439832, 121.84182 16.084389, 123.975906 41.313386, 108.669355 40.867975, 108.080642 16.439832))"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012947-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zxufka
title: Occurrence Download

description: A dataset containing 236 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Occurrence evidence"
 ]
 },
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Acanthis flammea (Linnaeus, 1758)",
 "Year 1972-2022"
 ]
}

 The dataset includes 236 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0353185-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3eesdn
title: Occurrence Download

description: A dataset containing 585 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Chenopodium berlandieri Moq., Chenopodium ×hybridum E.H.L.Krause)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 585 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0158430-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.swdm7c
title: Occurrence Download

description: A dataset containing 833 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Myosotis verna Nutt.",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (United States of America, Canada)"
 ]
}

 The dataset includes 833 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0269009-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.