cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.hzxp8p
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sporobolus indicus",
 "Country is Solomon Islands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001442-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wc9jg4
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepidium patrinoides"
 ]
}

 The dataset includes 22 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001445-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uykywc
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sporobolus indicus",
 "Country is Tonga",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001443-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aphcx4
title: Occurrence Download

description: A dataset containing 217 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-112.32708 39.95541,-112.30914 39.98132,-112.29271 39.99201,-112.30684 40.01622,-112.3299 40.04977,-112.35255 40.06777,-112.40915 40.07279,-112.49328 40.07184,-112.55786 40.07184,-112.59507 40.06645,-112.61922 40.06209,-112.63066 40.03471,-112.62796 40.0036,-112.59284 39.9991,-112.59341 39.97501,-112.57369 39.94576,-112.55192 39.94386,-112.5032 39.93474,-112.46958 39.92715,-112.41933 39.92832,-112.36124 39.92865,-112.32708 39.95541))",
 "TaxonKey is one of (Lagomorpha, Rodentia, Sorex)"
 ]
}

 The dataset includes 217 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001444-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/7tz-c1x-rf4
title: Indeterminatae-dicot

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.5281/zenodo.15848787
title: Hydropower Inflows at EU MS Level
title: Hydropower inflows dataset derived for the CLINT project
title: CLImate INTelligence: Extreme events detection, attribution and adaptation design using machine learning

description: Introduction

This dataset was generated to support a model-based assessment of how variability in hydropower inflows affects the long-term European energy system, with a focus on the power sector. It provides machine learning–enhanced daily hydropower inflow time series [MWh] representative of each country's run-of-river (ROR) generation profile.

The inflow estimates are based on river discharge data from the SMHI European hydrological model E-HYPE and cover the following climate scenarios: RCP2.6, RCP4.5, and RCP8.5.

The dataset is provided at the national level for the following countries:Austria, Belgium, Bulgaria, Croatia, Czech Republic, Finland, France, Germany, Hungary, Italy, Latvia, Lithuania, Norway, Poland, Portugal, Romania, Serbia, Slovakia, Slovenia, Spain, Sweden, and Switzerland.





Time period: 2020-01-01 to 2071-01-01




Temporal resolution: Daily



EURO-CORDEX Ensemble Members:





ICHEC-EC-EARTH_r12i1p1_CCLM4-8-17




ICHEC-EC-EARTH_r12i1p1_RACMO22E




ICHEC-EC-EARTH_r12i1p1_RCA4




ICHEC-EC-EARTH_r3i1p1_HIRHAM5




MOHC-HadGEM2-ES_r1i1p1_RACMO22E




MOHC-HadGEM2-ES_r1i1p1_RCA4




MPI-M-MPI-ESM-LR_r1i1p1_RCA4




MPI-M-MPI-ESM-LR_r1i1p1_REMO2009




MPI-M-MPI-ESM-LR_r2i1p1_REMO2009



This dataset was produced as part of the CLINT project (see below).

Data and methodology

A supervised machine learning regression model (XGBoost) was used to learn the relationship between river discharge (input features) and ROR hydropower generation (target variable) at the country level.





Feature data: Daily river discharge for 35,408 sub-basins across Europe, derived from the E-HYPE model. The training period spans January 1, 2015, to January 31, 2023. Climate projections span 2025–2100 under three RCPs.




Target data: Hourly ROR generation in MWh, aggregated to the national level, sourced from the ENTSO-E Transparency Platform for the period 2015–2023.



During model training, the discharge data for all sub-basins within a country were aggregated and used as features. The national ROR generation served as the target. XGBoost's feature importance metric was used to identify the sub-basins most influential in predicting hydropower generation for each country.

A detailed description of the methodology and data processing steps is available in the public deliverable:D6.2 – Preliminary report on AI-enhanced Climate Services for extreme impacts.

CLINT project

CLINT – CLImate INTelligence: Extreme events detection, attribution and adaptation design using machine learningGrant Agreement ID: 101003876Project duration: July 1, 2021 – October 30, 2025
DOI: 10.15468/dl.tx49gn
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sporobolus indicus",
 "Country is Trinidad and Tobago",
 "HasCoordinate is true"
 ]
}

 The dataset includes 20 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001447-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6jqjr2
title: Occurrence Download

description: A dataset containing 144 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Chinese Taipei)",
 "TaxonKey is Pinellia ternata"
 ]
}

 The dataset includes 144 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001449-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ug8q6n
title: Occurrence Download

description: A dataset containing 1028 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Berberis aquifolium",
 "Country is Czechia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1028 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001451-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c3w3j3
title: Occurrence Download

description: A dataset containing 237 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Berberis aquifolium",
 "Country is Luxembourg",
 "HasCoordinate is true"
 ]
}

 The dataset includes 237 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001452-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q7zfk6
title: Occurrence Download

description: A dataset containing 235 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Clypeola eriocarpa"
 ]
}

 The dataset includes 235 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001450-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48331/scielodata.asnsoa/uxqwil
title: README.txt
DOI: 10.48331/scielodata.asnsoa/m59vfz
title: meus_dados_2025-07-08.pdf
DOI: 10.15468/dl.jarjdu
title: Occurrence Download

description: A dataset containing 389 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Continent is South America",
 "OccurrenceStatus is Present",
 "TaxonKey is Trachyxiphium guadalupense"
 ]
}

 The dataset includes 389 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001448-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48331/scielodata.asnsoa
title: Conjunto de dados do artigo “Qualquer lucro é melhor do que nada”: a assimetria de poder em acordos de repartição de benefícios na era da bioeconomia na Amazônia

description: Este estudo analisou a percepção de representantes de cooperativas agroextrativistas em relação à efetividade dos seus acordos de repartição de benefícios firmados com empresas de cosméticos e quanto aos principais desafios vigentes, sob a perspectiva do escopo da legislação brasileira de acesso ao patrimônio genético e de proteção e acesso ao conhecimento tradicional a ele associado (Lei n. 13.123/2015, também conhecida como a ‘Lei da Biodiversidade’). Aplicaram-se questionários semiestruturados a 13 representantes de cooperativas agroextrativistas no estado do Pará. Os procedimentos metodológicos foram baseados em uma análise quali-quantitativa. Os resultados evidenciaram que somente cinco (38,5%) das cooperativas entrevistadas possuem acordos de repartição de benefícios, envolvendo três empresas. Os entrevistados ressaltaram que as cooperativas não possuem efetivo poder de negociação, uma vez que a decisão das empresas, no que se refere à aplicação dos recursos provenientes desse acordo, prevalece sobre a real necessidade das cooperativas e dos cooperados. Portanto, a análise corrobora a existência de um desequilíbrio de forças que persiste no jogo de poder de negociação da vigente repartição de benefícios estabelecida por lei, violando o princípio da equidade que seria indispensável para promover a repartição justa, colaborativa e participativa entre empresas e comunidades/cooperativas.
DOI: 10.15468/dl.rrkdbk
title: Occurrence Download

description: A dataset containing 245139 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Remiz pendulinus"
 ]
}

 The dataset includes 245139 records from 550 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001355-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r6m26z
title: Occurrence Download

description: A dataset containing 2216431 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Periparus ater"
 ]
}

 The dataset includes 2216431 records from 1952 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001341-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15065240
title: Supplementary materials for "Including different mesozooplankton feeding strategies in a biogeochemical ocean model impacts global ocean biomass and carbon cycle"

description: Supplementary material for "Including different mesozooplankton feeding strategies in a biogeochemical ocean model impacts global ocean biomass and carbon cycle"

Di Matteo, L., Benedetti, F., Ayata, S.-D., and Aumont, O.: Including different mesozooplankton feeding strategies in a biogeochemical ocean model impacts global ocean biomass and carbon cycle. Biogeosciences, 22(22):7233–7268, Nov. 2025. ISSN 1726-4189. doi: 10.5194/bg-22-7233-2025.

Three directories can be downloaded:

nc_files:  .nc files used for the figures

Figures: Source code for the figures presented in di Matteo et al. 

MY_SRC : Fortran routines for the compilation of the FOREFF configuration
DOI: 10.5281/zenodo.15065239
title: Supplementary materials for "Including different mesozooplankton feeding strategies in a biogeochemical ocean model impacts global ocean biomass and carbon cycle"

description: Supplementary material for "Including different mesozooplankton feeding strategies in a biogeochemical ocean model impacts global ocean biomass and carbon cycle"

Di Matteo, L., Benedetti, F., Ayata, S.-D., and Aumont, O.: Including different mesozooplankton feeding strategies in a biogeochemical ocean model impacts global ocean biomass and carbon cycle. Biogeosciences, 22(22):7233–7268, Nov. 2025. ISSN 1726-4189. doi: 10.5194/bg-22-7233-2025.

Three directories can be downloaded:

nc_files:  .nc files used for the figures

Figures: Source code for the figures presented in di Matteo et al. 

MY_SRC : Fortran routines for the compilation of the FOREFF configuration
DOI: 10.7910/dvn/i5pskx
title: Intratracheal Budesonide as an Adjunct to Early Surfactant Therapy to Prevent BPD: a randomised, double-blind, placebo-controlled, phase II study

description: This is the dataset of: Intratracheal Budesonide as an Adjunct to Early Surfactant Therapy to Prevent BPD: a randomised, double-blind, placebo-controlled, phase II study
DOI: 10.5281/zenodo.18230690
title: DESIGN AND FABRICATION OF A MODEL FORM OF AN ARCHIMEDES SPIRAL WIND TURBINE FOR SMALL SCALE POWER GENERATION

description:  

As global demand for clean and sustainable energy grows, the limitations of conventional wind turbines especially in urban and low-wind environments highlight the need for innovative alternatives. This project proposes the design and fabrication of a model form of an Archimedes Spiral Wind Turbine (ASWT) optimized for small-scale power generation. Unlike traditional Horizontal Axis Wind Turbines (HAWTs), the ASWT leverages a unique spiral blade geometry to harness both lift and drag forces, allowing it to operate efficiently at low wind speeds (as low as 2.5 m/s) while producing minimal noise.

The proposed turbine system was developed using accessible, low-cost materials such as thin galvanized steel sheets and galvanized pipes. It was also integrated into three key subsystems: a wind energy conversion unit (blades, hub, and frame), an electrical power system (featuring a generator, a 12V DC battery, a charge controller and an inverter) and a real-time monitoring unit (based on Arduino and a Hall Effect sensor to display RPM).

It was observed from the results of the project that the ASWT was able to rotate and generate readable voltages and currents at wind speeds as low as 2.0m/s as was recorded in Nsukka during the field tests. This research provides insights into the probability of exploration of compact wind turbines in our urban areas.
DOI: 10.5281/zenodo.18230751
title: The Superpile Cycle: the mobility of large low shear velocity provinces in response to plate tectonics - DATASET

description: Parameter files and compiled executables for geodynamic simulations in association with the manuscript - The Superpile Cycle: the mobility of large low shear velocity provinces in response to plate tectonics.
DOI: 10.15156/bio/sh1393088.10fu
title: SH1393088.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.5281/zenodo.18230689
title: DESIGN AND FABRICATION OF A MODEL FORM OF AN ARCHIMEDES SPIRAL WIND TURBINE FOR SMALL SCALE POWER GENERATION

description:  

As global demand for clean and sustainable energy grows, the limitations of conventional wind turbines especially in urban and low-wind environments highlight the need for innovative alternatives. This project proposes the design and fabrication of a model form of an Archimedes Spiral Wind Turbine (ASWT) optimized for small-scale power generation. Unlike traditional Horizontal Axis Wind Turbines (HAWTs), the ASWT leverages a unique spiral blade geometry to harness both lift and drag forces, allowing it to operate efficiently at low wind speeds (as low as 2.5 m/s) while producing minimal noise.

The proposed turbine system was developed using accessible, low-cost materials such as thin galvanized steel sheets and galvanized pipes. It was also integrated into three key subsystems: a wind energy conversion unit (blades, hub, and frame), an electrical power system (featuring a generator, a 12V DC battery, a charge controller and an inverter) and a real-time monitoring unit (based on Arduino and a Hall Effect sensor to display RPM).

It was observed from the results of the project that the ASWT was able to rotate and generate readable voltages and currents at wind speeds as low as 2.0m/s as was recorded in Nsukka during the field tests. This research provides insights into the probability of exploration of compact wind turbines in our urban areas.
DOI: 10.5281/zenodo.18230750
title: The Superpile Cycle: the mobility of large low shear velocity provinces in response to plate tectonics - DATASET

description: Parameter files and compiled executables for geodynamic simulations in association with the manuscript - The Superpile Cycle: the mobility of large low shear velocity provinces in response to plate tectonics.
DOI: 10.15156/bio/sh1393097.10fu
title: SH1393097.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1393100.10fu
title: SH1393100.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1393108.10fu
title: SH1393108.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1393119.10fu
title: SH1393119.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1393122.10fu
title: SH1393122.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.