cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/j0b-60k-sr4
title: Calliostomatidae Thiele, 1924 (1847)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7py-l8s-qb6
title: Tectarius striatus (P. P. King, 1832)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kx3-f7n-xg5
title: Neripteron bensoni (Récluz, 1850)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4q2-0yd-v9r
title: Clanculus berthelotii (A. d'Orbigny, 1840)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zcw-tlw-w5y
title: Clelandella azorica Gofas, 2005

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7j3-k6l-mmg
title: Clanculus cruciatus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/av1-8wd-t97
title: Antisolarium egenum (A. Gould, 1849)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/q45-v77-7dp
title: Cornu aspersum (O. F. Müller, 1774)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/w6y-l26-tpd
title: Pinnidae Leach, 1819

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yzb-t2j-kdr
title: Nerita chamaeleon Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.4119/unibi/3006107
title: Dataset for "Generalized susceptibilities and the properties of charm degrees of freedom across the QCD crossover temperature"

description: This dataset contains necessary data files to create all figures in the "Generalized susceptibilities and the properties of charm degrees of freedom across the QCD crossover temperature", to be published in Phys. Rev. D, 2025. The data contains lattice QCD measurements of cumulants and correlations of charm quark fluctuations at finite temperature as well as results from the hadron resonance gas model.
DOI: 10.3535/mg4-wjy-03w
title: Cardita calyculata (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mpc-cdm-xcc
title: Condylocardia verdensis C. Salas & Rolán, 1990

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wnd-rk2-4pv
title: Patella candei A. d'Orbigny, 1840

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/02m-xg8-3hr
title: Theodoxus fluviatilis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2vf-ylz-rg2
title: Trochidae Rafinesque, 1815

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.mnzz4z
title: Occurrence Download

description: A dataset listing the 2459 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Guinea-Bissau",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset's 2459 records were derived from 74 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005800-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14223618
title: highRES-Europe: the high temporal and spatial Resolution Electricity System model for Europe

description: highRES-Europe is a dataset and instantiation of the highRES modelling framework, which allows a user to run a basic European version of highRES. highRES is built in GAMS, and the entire workflow used for preparing the data and running the model is openly available in a GitHub repository: https://github.com/highRES-model/highRES-Europe-WF. Additional information on how the model and workflow is structured can be found in the documentation (https://highres-europe-wf.readthedocs.io/en/latest/).

This particular version of the data is set to run a model that is based on the weather conditions of 2010, which impacts the performance and availability of variable renewable energy sources (wind, solar and hydro) and the demand. Links and instructions of how to acquire weather- and demand data for other years is available in this repository where the data is described. 

Demand data

The underlying demand data is acquired from the interannual demand calculator (https://zenodo.org/records/10820928), which is further processed in highRES-workflow. The data available in the interannual demand calculator ranges from between 1941-2023. 

Note that we have renamed GB to UK in the demand data. 

Weather data

Weather data used in highRES-Europe is based on ERA5 reanalysis data from ECMWF (https://www.ecmwf.int/en/forecasts/dataset/ecmwf-reanalysis-v5), which is available from 1940 to present. ERA5 reanalysis data is used to generate hourly capacity factor time series for onshore and offshore wind power, solar power and run-off-river hydropower as well as estimate hourly inflow to hydropower reservoirs. The wind power capacity factors are bias-corrected based on the Global Wind Atlas (https://wimby.eu/resource/d1-1-wind-resources-api/). 

The hydropower time series are further normalised based on historic electricity generation data from the U.S. Energy Information Administration (https://www.eia.gov/international/data/world/electricity/electricity-generation). 

Existing infrastructure

highRES-Europe runs a partial greenfield optimisation, meaning that some existing electricity system infrastructure is already available and fixed in the model. Existing hydropower capacities and their spatial allocation is acquired from the JRC Hydropower database (https://zenodo.org/records/5215920).

Land availability restrictions and shapefiles

Part of the workflow includes excluding areas from VRE deployment. 

Shapefiles for Europe is acquired from Eurostat (https://ec.europa.eu/eurostat/web/gisco/geodata/statistical-units/territorial-units-statistics). The main exclusions are based on Corine land cover (https://doi.org/10.2909/960998c1-1870-4e82-8051-6485205ebbac) and WDPA (https://www.protectedplanet.net/en/thematic-areas/wdpa?tab=WDPA).
DOI: 10.5281/zenodo.15536457
title: highRES-Europe: the high temporal and spatial Resolution Electricity System model for Europe

description: highRES-Europe is a dataset and instantiation of the highRES modelling framework, which allows a user to run a basic European version of highRES. highRES is built in GAMS, and the entire workflow used for preparing the data and running the model is openly available in a GitHub repository: https://github.com/highRES-model/highRES-Europe-WF. Additional information on how the model and workflow is structured can be found in the documentation (https://highres-europe-wf.readthedocs.io/en/latest/).

This particular version of the data is set to run a model that is based on the weather conditions of 2010, which impacts the performance and availability of variable renewable energy sources (wind, solar and hydro) and the demand. Links and instructions of how to acquire weather- and demand data for other years is available in this repository where the data is described. 

Demand data

The underlying demand data is acquired from the interannual demand calculator (https://zenodo.org/records/10820928), which is further processed in highRES-workflow. The data available in the interannual demand calculator ranges from between 1941-2023. 

Note that we have renamed GB to UK in the demand data. 

Weather data

Weather data used in highRES-Europe is based on ERA5 reanalysis data from ECMWF (https://www.ecmwf.int/en/forecasts/dataset/ecmwf-reanalysis-v5), which is available from 1940 to present. ERA5 reanalysis data is used to generate hourly capacity factor time series for onshore and offshore wind power, solar power and run-off-river hydropower as well as estimate hourly inflow to hydropower reservoirs. The wind power capacity factors are bias-corrected based on the Global Wind Atlas (https://wimby.eu/resource/d1-1-wind-resources-api/). 

The hydropower time series are further normalised based on historic electricity generation data from the U.S. Energy Information Administration (https://www.eia.gov/international/data/world/electricity/electricity-generation). 

Existing infrastructure

highRES-Europe runs a partial greenfield optimisation, meaning that some existing electricity system infrastructure is already available and fixed in the model. Existing hydropower capacities and their spatial allocation is acquired from the JRC Hydropower database (https://zenodo.org/records/5215920).

Land availability restrictions and shapefiles

Part of the workflow includes excluding areas from VRE deployment. 

Shapefiles for Europe is acquired from Eurostat (https://ec.europa.eu/eurostat/web/gisco/geodata/statistical-units/territorial-units-statistics). The main exclusions are based on Corine land cover (https://doi.org/10.2909/960998c1-1870-4e82-8051-6485205ebbac) and WDPA (https://www.protectedplanet.net/en/thematic-areas/wdpa?tab=WDPA).
DOI: 10.5281/zenodo.15262115
title: High Resolution Daily Multilayer Soil Moisture Dataset 2014 to 2021 Derived from Integrated Multi-Source Data Fusion

description: This dataset records global daily seamless soil moisture from 2014-2021 at a spatial resolution of 0.05° in three layers.

Each year's zip contains four nc files inside, with Q1-Q4 representing the four seasons

The record contains NetCDF‑4 files for each quarter (Q1–Q4) of each year, with filenames following the pattern SWSM_Layer1_<YYYY>_Q<q>.nc 

Each file groups three variables—L1, L2, and L3—corresponding to three layers (0-10cm, 10-30cm, 30-60cm), enabling multi‑layer analyses within a single dataset 

L1, L2, L3 (uint8): three raster layers derived from raw GeoTIFFs, stacked along time for each quarter; long_name attributes describe layer and quarter

Processing: raw TIFF pixel values (int) are directly integer‑divided by 100, , and special value 255 to flag missing data
DOI: 10.5281/zenodo.15262116
title: High Resolution Daily Multilayer Soil Moisture Dataset 2014 to 2021 Derived from Integrated Multi-Source Data Fusion

description: This dataset records global daily seamless soil moisture from 2014-2021 at a spatial resolution of 0.05° in three layers.

Each year's zip contains four nc files inside, with Q1-Q4 representing the four seasons

The record contains NetCDF‑4 files for each quarter (Q1–Q4) of each year, with filenames following the pattern SWSM_Layer1_<YYYY>_Q<q>.nc 

Each file groups three variables—L1, L2, and L3—corresponding to three layers (0-10cm, 10-30cm, 30-60cm), enabling multi‑layer analyses within a single dataset 

L1, L2, L3 (uint8): three raster layers derived from raw GeoTIFFs, stacked along time for each quarter; long_name attributes describe layer and quarter

Processing: raw TIFF pixel values (int) are directly integer‑divided by 100, , and special value 255 to flag missing data
DOI: 10.15468/dl.2n2chs
title: Occurrence Download

description: A dataset containing 1148 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Procambarus acutus",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1148 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0084784-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dvwzsk
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Lamprotornis hildebrandti)",
 "Country is one of (Åland Islands, Albania, Andorra, Austria, Belarus, Belgium, Bosnia and Herzegovina, Bulgaria, Croatia, Czechia, Denmark, Estonia, Faroe Islands, Finland, France, Germany, Gibraltar, Greece, Guernsey, Holy See, Hungary, Iceland, Ireland, Isle of Man, Italy, Jersey, Latvia, Liechtenstein, Lithuania, Luxembourg, Malta, Moldova, Republic of, Monaco, Montenegro, Netherlands, North Macedonia, Norway, Poland, Portugal, Romania, Russian Federation, San Marino, Serbia, Slovakia, Slovenia, Spain, Svalbard and Jan Mayen, Sweden, Switzerland, Ukraine, United Kingdom of Great Britain and Northern Ireland)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0084785-250717081556266/datasets/export for details.
DOI: 10.15468/dl.2ncbbc
title: Occurrence Download

description: A dataset containing 115 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cornus sericea",
 "Country is Czechia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 115 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0084783-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fxb7sg
title: Occurrence Download

description: A dataset containing 43642 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Calyptorhynchus lathami)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 43642 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0084782-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8wcbsf
title: Occurrence Download

description: A dataset containing 3806022 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Anser anser (Linnaeus, 1758)",
 "Year is less than or equal to 2024",
 "Year is greater than or equal to 2000",
 "Continent is Europe"
 ]
}

 The dataset includes 3806022 records from 1231 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012349-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/5r4-b36-0za
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a8v-yp6-xv0
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/twf-7kh-exr
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8gf-xp3-k0y
title: Porifera Grant, 1836

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cgl-3xf-h5c
title: †Cladiscites crassestriatus (von Mojsisovics, 1873)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hzj-pb2-lzf
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sgk-agg-jl0
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dtr-7j1-t64
title: †Rhynchonella Fischer de Waldheim, 1809

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ers-p10-s6k
title: Cephalopoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/23v-wta-rv9
title: Mollusca

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k1d-bwr-7s4
title: Equus (Equus) caballus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/v0f-fq9-bpv
title: Crinoidea Miller, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bfq-dbk-n0t
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qhm-car-e1r
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5bf-aax-sph
title: Echinodermata

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8zf-rwc-enc
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/aew-v4j-kkn
title: Equus (Equus) caballus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bb2-cx1-z7v
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2nr-7pn-26w
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mmr-zmp-zjv
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vj6-vjr-2yr
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7mg-w9c-3ta
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/shw-g37-xwh
title: Porifera Grant, 1836

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kpw-y82-d3m
title: Pinacoceras

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ssh-ch2-ytm
title: †Schizophoria King, 1850

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5bt-fp0-srf
title: Crinoidea Miller, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/d3c-8gh-h6z
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gk9-fcj-y8s
title: †Spirifer Sowerby, 1818

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pkv-974-by4
title: Cephalopoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qx6-2yn-7ep
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5h3-0h4-7tr
title: Porifera Grant, 1836

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/y45-vvj-ha6
title: Globicephala Lesson, 1828

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a6n-5ht-p8n
title: Porifera Grant, 1836

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xsn-g12-hay
title: Anthozoa

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/146-kkj-0al
title: †Cladiscites beyrichi Welter, 1914

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/h4j-pva-fyg
title: Anthozoa

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0pf-3yg-06e
title: Porifera Grant, 1836

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7gr-0he-bs9
title: †Heterocoenia Milne Edwards & Haime, 1848

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ncv-8cc-6m4
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1me-nxy-nzv
title: †Retzia King, 1850

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2tf-w8h-br4
title: Steinmannites

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.21233/jkpq-ym12
title: Hollumerstrand II pollen dataset

description: Raw data for the Hollumerstrand II pollen dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/d1xb-nr85
title: Cheng et al. 2020 Site 196 pollen surface sample dataset

description: Raw data for the Cheng et al. 2020 Site 196 pollen surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/mnzr-ds86
title: Tewksbury water chemistry dataset

description: Raw data for the Tewksbury water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/br8m-3225
title: Hawkwood [EgPm-179] vertebrate fauna dataset

description: Raw data for the Hawkwood [EgPm-179] vertebrate fauna dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.mtmm2a
title: Occurrence Download

description: A dataset containing 6546 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((3.4683 43.67031,3.54536 43.66944,3.54536 43.71443,3.47085 43.71424,3.46845 43.69416,3.4683 43.67031))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 2016-2025"
 ]
}

 The dataset includes 6546 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025050-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/p6q8-kt09
title: Falcon Lake pollen surface sample dataset

description: Raw data for the Falcon Lake pollen surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/z3en-hc87
title: SDSU 20 pollen surface sample dataset

description: Raw data for the SDSU 20 pollen surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.