cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/x83-3km-p2k
title: Systellaspis debilis (A. Milne-Edwards 1881)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.15468/dl.7uay56
title: Occurrence Download

description: A dataset containing 2825 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cacyreus marshalli",
 "Country is Italy",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2825 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017125-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/yqj-v9y-d53
title: Thalamita quadrilobata Miers 1884

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/dn2-xfh-vbr
title: Pontophilus norvegicus (M. Sars 1861)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/n3w-9a7-my9
title: Neostylodactylus amarynthis (De Man 1902)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/5qh-34q-g0g
title: Thalamitoides spinigera Nobili 1905

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/gcx-kqb-l5l
title: Sicyonia disdorsalis Burkenroad 1934

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/bpv-0n9-m1f
title: Thalamita bandusia Nobili 1905

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/10y-6z8-gz0
title: Systellaspis debilis (A. Milne-Edwards 1881)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/3kg-xz0-lw3
title: Plesionika heterocarpus (Costa 1871)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/bp6-555-xjb
title: Chlorotocus crassicornis (Costa 1871)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/k1b-ykc-ytd
title: Richardina  spinicincta A. Milne-Edwards 1881

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/g79-658-txz
title: Thalamita prymna (Herbst 1803)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/dxv-mxy-6bt
title: Pontophilus norvegicus (M. Sars 1861)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/y92-64g-fd8
title: Thalamitoides quadridens A. Milne-Edwards 1869

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/knr-rvd-b22
title: Thalamitoides spinigera Nobili 1905

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/wfk-lc1-rrk
title: Thalamita bandusia Nobili 1905

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/lsf-e3g-4l0
title: Thalamita savignyi A. Milne-Edwards 1861

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/bn2-8fd-mf1
title: Kemponia grandis (Stimpson 1860)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/des-3c1-3rv
title: Pinnotheres pisum (Linnaeus 1767)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.5281/zenodo.18284052
title: SuperDARN data in netCDF format (1998-Oct)

description: 1998-Oct SuperDARN radar data in netCDF format. These files were produced using version 3.0 of the public FitACF algorithm, using the AACGM v2 coordinate system. Cite this dataset if using our data in a publication.


The RST is available here: https://github.com/SuperDARN/rst



The research enabled by SuperDARN is due to the efforts of teams of scientists and engineers working in many countries to build and operate radars, process data and provide access, develop and improve data products, and assist users in interpretation.
Users of SuperDARN data and data products are asked to acknowledge this support in presentations and publications.
A brief statement on how to acknowledge use of SuperDARN data is provided below.




Users are also asked to consult with a SuperDARN PI prior to submission of work intended for publication.
A listing of radars and PIs with contact information can be found here:
(SuperDARN Radar Overview)



Recommended form of acknowledgement for the use of SuperDARN data:



'The authors acknowledge the use of SuperDARN data. SuperDARN is a collection of radars funded by national scientific funding agencies of Australia, Canada, China, France, Italy, Japan, Norway, South Africa, United Kingdom and the United States of America.'
DOI: 10.5281/zenodo.6808321
title: SuperDARN data in netCDF format (1998-Oct)

description: 1998-Oct SuperDARN radar data in netCDF format. These files were produced using version 3.0 of the public FitACF algorithm, using the AACGM v2 coordinate system. Cite this dataset if using our data in a publication.


The RST is available here: https://github.com/SuperDARN/rst



The research enabled by SuperDARN is due to the efforts of teams of scientists and engineers working in many countries to build and operate radars, process data and provide access, develop and improve data products, and assist users in interpretation.
Users of SuperDARN data and data products are asked to acknowledge this support in presentations and publications.
A brief statement on how to acknowledge use of SuperDARN data is provided below.




Users are also asked to consult with a SuperDARN PI prior to submission of work intended for publication.
A listing of radars and PIs with contact information can be found here:
(SuperDARN Radar Overview)



Recommended form of acknowledgement for the use of SuperDARN data:



'The authors acknowledge the use of SuperDARN data. SuperDARN is a collection of radars funded by national scientific funding agencies of Australia, Canada, China, France, Italy, Japan, Norway, South Africa, United Kingdom and the United States of America.'
DOI: 10.5281/zenodo.15554184
title: Management Consulting Market in the EU: Comparative Data (2015–2024)

description: This dataset presents structured and harmonized statistical information on the management consulting market across selected European countries for the period 2015–2024. It includes annual data on market volume, growth rates, client segmentation, service structure, consultant employment, and digitalization trends. The dataset is primarily based on national reports and harmonized according to the FEACO methodology (European Federation of Management Consultancies Associations).The file includes both raw data and calculated indicators suitable for empirical analysis and forecasting. It can be used for academic research, policy design, and strategic industry studies.
DOI: 10.5281/zenodo.15554185
title: Management Consulting Market in the EU: Comparative Data (2015–2024)

description: This dataset presents structured and harmonized statistical information on the management consulting market across selected European countries for the period 2015–2024. It includes annual data on market volume, growth rates, client segmentation, service structure, consultant employment, and digitalization trends. The dataset is primarily based on national reports and harmonized according to the FEACO methodology (European Federation of Management Consultancies Associations).The file includes both raw data and calculated indicators suitable for empirical analysis and forecasting. It can be used for academic research, policy design, and strategic industry studies.
DOI: 10.5281/zenodo.15553436
title: MAARSY 2016-2024 Meteor Head Echo RCS Dataset
DOI: 10.5281/zenodo.15553437
title: MAARSY 2016-2024 Meteor Head Echo RCS Dataset
DOI: 10.15468/dl.n2yz6e
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Winteria Brauer, 1901",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((40.3006 -16.7147,40.6365 -16.1504,35.9648 -16.1504,35.9648 -19.5556,36.0796 -19.4498,36.663 -19.2358,37.5966 -18.1093,38.5624 -17.638,39.3949 -17.5133,39.577 -17.186,40.3006 -16.7147))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008943-250525065834625/datasets/export for details.
DOI: 10.21227/d9g6-5978
title: "Booking-Classification"

description: "This study presents a novel \u2018Optimized Parallelized Ensemble Learning\u2019 (OPEL) theory, that enhances multi-ensemble learning through a unique combination of a Parallel multi-Model Execution (PME), Consensus-Based Model Selection (CMS) and an Optimised Parallel Voting Mechanism (OPVM). Thus, optimizing computational efficiency, speed-ups of up to 1.3ms for some samples and model accuracy accomplished varying participating voting models dynamically for any given sample through model selection, weighting, and parallel execution strategies and utilizing performance metrics like the Matthews correlation coefficient to select top-performing models. This thus outperforms ensemble models like AdaBoost and others. Unlike existing methods such as A-Stacking or Distributed XGBoost, OPEL supports real-time dynamic model selection and multi-model parallel execution, significantly reducing runtime while improving accuracy. Experimental simulations on real-world datasets demonstrated significant reductions in computation time with 1.3x speedup and improvements in model accuracy, about 5.6% improvement on weather-based sales prediction datasets compared to conventional ensemble methods. A paired t-test confirmed the statistical significance of these improvements, highlighting OPEL\u2019s potential in distributed and resource-constrained environments. OPEL's novel contribution lies in its run-time optimized voting and parallel selection mechanism, making it suitable for edge-AI and resource-constrained environments, assuming that the performance weights and MCC scores don\u2019t remain stable during execution in dynamic environments with non-stationary data. The study also demonstrates significant gains in computational speed and accuracy through parallelization and advanced voting techniques, with a time complexity reduction as defined by Amdahl's Law. The framework was validated as both computationally efficient and robust in diverse, large-scale AI applications."
DOI: 10.15468/dl.ktnm79
title: Occurrence Download

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

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046230-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cgvyyy
title: Occurrence Download

description: A dataset containing 1775 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Carex mitrata"
 ]
}

 The dataset includes 1775 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046229-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3je8ar
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rubus fruticosus",
 "Country is Eswatini",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046232-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.byugvx
title: Occurrence Download

description: A dataset containing 1426 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Carex mitrata aristata"
 ]
}

 The dataset includes 1426 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046233-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kycxjb
title: Occurrence Download

description: A dataset containing 144058 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carabidae",
 "Year 1999-2001",
 "Continent is Europe",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 144058 records from 322 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046186-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15779706
title: Solar photovoltaic curtailment in Cyprus dataset

description: This dataset contains photovoltaic system curtailment data incidences monitored in Cyprus of the year 2024. The curtailed energy is estimated at a resolution of 30 minutes.
DOI: 10.5281/zenodo.15779707
title: Solar photovoltaic curtailment in Cyprus dataset

description: This dataset contains photovoltaic system curtailment data incidences monitored in Cyprus of the year 2024. The curtailed energy is estimated at a resolution of 30 minutes.
DOI: 10.15468/dl.8yeev4
title: Occurrence Download

description: A dataset containing 228 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Viburnum koreanum"
 ]
}

 The dataset includes 228 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046234-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8y3g38
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((118.85277 27.74421,155.14723 27.74421,155.14723 42.25579,118.85277 42.25579,118.85277 27.74421))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Sphaeroma retrolaeve"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046235-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zunxrk
title: Occurrence Download

description: A dataset containing 462 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((-10.93496 25.88505,82.08076 25.88505,82.08076 51.72695,-10.93496 51.72695,-10.93496 25.88505))",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "TaxonKey is Ceratocephala falcata"
 ]
}

 The dataset includes 462 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046236-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/45451
title: Chandra X-ray Observatory ObsId 45451
DOI: 10.6084/m9.figshare.29673470.v1
title: Large-scale multi-omics unveils host-microbiome interactions driving root development and nitrogen acquisition

description: The microbiome influences the performance and fitness of the host plant. Nevertheless, the biotic interaction between host genetic variation, gene regulation and the impact of the microbiome on the host phenotype remain unknown. Here, we generated 1,341 paired datasets, including root transcriptomes, rhizosphere prokaryotic taxa, and root ionomes, to conduct multi-omics analyses of the host-microbe associations at the root-soil interface using 175 rapeseed (Brassica napus L.) ecotypes that were resequenced and evaluated at two field environments. We observed the high prediction ability of nitrogen uptake, with a prediction accuracy of 0.67, accounting for about 45% of the variance in nitrogen levels among natural ionomic variations. This significant proportion of explained variance was driven by the overall transcriptome-wide gene expression and 203 highly heritable microbial amplicon sequence variants (ASVs). These microbial variations were strongly associated with root nitrogen uptake, underscoring the role of the microbiome in plant nutrition. We also identified significant genome-wide associations for the 203 heritable ASVs at multiple genetic loci, regulated by eQTL hotspots, particularly those involved in carbon and nitrogen metabolism. These associations involved a dominant bacterial genus, Sphingopyxis, which exhibited a strong gene regulatory effect on its variation, regulated by the eQTL hotspots. In addition, we performed high-throughput bacterial cultivation from rapeseed roots and subjected the isolated bacterial isolate to whole-genome sequencing. Finally, targeted plant metabolite profiling of auxin biosynthesis and root confocal imaging assays demonstrated that Sphingopyxis regulates lateral root development and impacts plant nitrogen nutrition. These results suggest a host-microbiome regulatory effect that connects bacterial abundance with plant root architecture and nutrient acquisition. In summary, this study reveals the genetic basis of host-microbiome trait associations across transcriptional, nutritional and environmental domains and suggests that the potential of bacterial microbiome might have consistent effects on root development with implications towards the breeding of nutrient-efficient crops.
DOI: 10.15468/dl.r8amja
title: Occurrence Download

description: A dataset containing 2739 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rubus fruticosus",
 "Country is New Zealand",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2739 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046238-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h7etda
title: Occurrence Download

description: A dataset containing 829 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Odonata",
 "Geometry POLYGON ((37.1382 11.0599, 28.1382 11.0599, 28.1382 2.0599, 37.1382 2.0599, 37.1382 11.0599))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)"
 ]
}

 The dataset includes 829 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046237-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/rar-e75-y78
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tdq-mh9-3q3
title: †Globanomalina pseudomenardii (Bolli, 1957)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8lw-mgc-8la
title: †Voorthuysenia brandi Hofker, 1954

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/h43-1x1-g6w
title: Discanomalina semipunctata (Bailey, 1851)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mgh-c2f-8dd
title: Laevidentalina soluta (Reuss, 1851)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3ch-2fk-cp5
title: Apodemus sylvaticus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k8m-dhm-zg7
title: Vulvulina pennatula (Batsch, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/11q-n68-xx6
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fw5-b2z-wt5
title: Cytherelloidea (Cytherelloidea) Alexander, 1929

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3m0-zcd-n7m
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fms-8m3-s6m
title: Cytherella (Cytherella) Jones, 1849

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cg6-ry4-9yw
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hpf-pzd-xdp
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5h4-58v-t25
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5zc-znx-xfr
title: Operculina ammonoides (Gronovius, 1781)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/f41-vag-tma
title: †Pyramidina cimbrica (Troelsen Ms., 1945)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ssx-f8p-79k
title: †Eggerellina mariae Ten Dam, 1950

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/t3a-lba-ykk
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6r8-s9b-yh4
title: Pseudopus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/h78-ph7-hfd
title: Quinqueloculina auberiana d'Orbigny, 1839

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5em-nzl-ept
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/x0t-cef-34y
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/m09-at8-443
title: Vampyroteuthis Chun, 1903

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.