cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.97mujq
title: Occurrence Download

description: A dataset containing 279079 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Ulex europaeus"
 ]
}

 The dataset includes 279079 records from 1827 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005903-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mex9zc
title: Occurrence Download

description: A dataset containing 45 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Macroptilium atropurpureum",
 "Country is Papua New Guinea",
 "HasCoordinate is true"
 ]
}

 The dataset includes 45 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024729-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ha9u7p
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Macroptilium atropurpureum",
 "Country is Samoa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024730-250811113504898/datasets/export for details.
DOI: 10.17630/63bd1f34-b0ea-4ce0-b84e-184c24ffa210
title: A Single Molecule Spectroscopy Approach Towards Understanding the Structure of Catalytically Active Sites.(Thesis data)

description: The data set relating the the raw STM files from the PhD thesis of Simon Anetts, supervised by Dr Renald Schaub. A Single Molecule Spectroscopy Approach Towards Understanding the Structure of Catalytically Active Sites
The data files are embargoed until 12/03/2027
DOI: 10.15468/dl.6b6t4m
title: Occurrence Download

description: A dataset containing 8829 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Euphorbia albomarginata Torr. & A.Gray"
 ]
}

 The dataset includes 8829 records from 178 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001498-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.29126300
title: all genes expression of B. mori and N. bombycis in non-diapause silkworm embryos and larvae

description: These tables show the gene expression patterns (fpkm)of non-diapause silkworm embryos and larvae that were congenitally infected with <i>N. bombycis</i>, and the gene expression patterns (fpkm) of<i> </i><i>N. bombycis</i> in non-diapause silkworm embryos and larvae.
DOI: 10.15468/dl.ddnq8c
title: Occurrence Download

description: A dataset containing 2214 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is White shark tagging off New Zealand"
 ]
}

 The dataset includes 2214 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009433-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25919/w20v-9230
title: NBDL-HK3T5NSJPR4J86
DOI: 10.15468/dl.c8p3j8
title: Occurrence Download

description: A dataset containing 1997 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ribautodelphax"
 ]
}

 The dataset includes 1997 records from 76 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009434-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25919/6atv-rj58
title: NBDL-HK4AMQZ5PCPSSK
DOI: 10.25919/7tph-h645
title: NBDL-HK3T5NR1MR7M52
DOI: 10.25919/wewp-0b63
title: NBDL-HK3SZKXFGDB9WM
DOI: 10.25919/yvbh-jq06
title: NBDL-HK3T1ZZ5GNPMVN
DOI: 10.25919/nc2z-cd14
title: NBDL-HK3SXDW3H376GB
DOI: 10.25919/h930-ab80
title: NBDL-HK3T5NSQGR7A4T
DOI: 10.25919/2kk3-wm82
title: NBDL-HK3SZKTTHDV9Z7
DOI: 10.25919/gze0-d987
title: NBDL-HK3SXDXHN32NYK
DOI: 10.25919/2ws3-ca64
title: NBDL-HK4B09G4GDS4TK
DOI: 10.25919/6nk2-kr17
title: NBDL-HK3T1ZXQNNFEN0
DOI: 10.25919/7pmt-sk72
title: NBDL-HXDQPB9FJQ3M5J
DOI: 10.25919/0e02-cw32
title: NBDL-HK4AMQZBJC93YV
DOI: 10.25919/5mjf-bq95
title: NBDL-HK3SZKV7QDS3Q3
DOI: 10.5281/zenodo.17721200
title: test dataset

description: test
DOI: 10.25919/zm83-d950
title: NBDL-HK3SXDXGQ32KC7
DOI: 10.15468/dl.9fqzxt
title: Occurrence Download

description: A dataset containing 2214 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is White shark tagging off New Zealand"
 ]
}

 The dataset includes 2214 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009435-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d8gfdm
title: Occurrence Download

description: A dataset containing 517 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "Country is Burkina Faso",
 "TaxonKey is Vitellaria paradoxa",
 "Year 2000-2025"
 ]
}

 The dataset includes 517 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009436-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.6570149
title: Replication package for paper: "Help me with this: A categorization of open source software problems"

description: This dataset contains the posts of Open Source Stack Exchange site, collected at the end of 2020, along with the categorization of the posts. For each post a category, and potentially a second one is indicated, along with the cluster (generic group) each category belongs to. The coding task of assigning each question to a category was performed by two independent coders for each question (the categorization of each coder is also provided in the dataset). The dataset contains also (in a separate file) a dictionary of the most correlated unigrams and bigrams per category.
DOI: 10.5281/zenodo.6580171
title: Replication package for paper: "Help me with this: A categorization of open source software problems"

description: This dataset contains the posts of Open Source Stack Exchange site, collected at the end of 2020, along with the categorization of the posts. For each post a category, and potentially a second one is indicated, along with the cluster (generic group) each category belongs to. The coding task of assigning each question to a category was performed by two independent coders for each question (the categorization of each coder is also provided in the dataset). The dataset contains also (in a separate file) a dictionary of the most correlated unigrams and bigrams per category.
DOI: 10.15468/dl.5g8za6
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Spiroplasma kunkelii Whitcomb et al., 1986"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0209882-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17721103
title: OD-28: Benchmark vs Exact Sieve (Validation for 10² ≤ x ≤ 10⁷)

description: English

This dataset contains the initial numerical validation of the OD-28 estimator for the prime-counting function π(x), tested against exact values computed with a classical Sieve of Eratosthenes for x in the range 10²…10⁷.

Included files





benchmark_OD28_vs_sieve.py — Python script that computes both exact π(x) (via sieve) and OD-28 estimates, producing the comparison table.




confronto_vero_od.csv — Output dataset containing exact π(x), OD-28 estimate, numerical difference, and relative error percentage.




benchmark_OD28_vs_sieve.md — Full report in English and Italian, including methodology, tables, observations, and remarks on the stability and accuracy of OD-28.



PurposeThis material is part of the ongoing OD-factor project and serves as a baseline numerical check confirming the stability and accuracy of the OD-28 model in the range 10³ and above. The dataset is intended for transparency, reproducibility, and long-term archival.

Italiano

Questo dataset contiene la prima validazione numerica dello stimatore OD-28 per la funzione di conteggio dei primi π(x), confrontato con i valori esatti calcolati tramite un classico Crivello di Eratostene per x compresi tra 10² e 10⁷.

File inclusi





benchmark_OD28_vs_sieve.py — Script Python che calcola sia π(x) esatta (con crivello) sia la stima OD-28, generando la tabella di confronto.




confronto_vero_od.csv — Dataset di output contenente π(x) esatta, stima OD-28, differenza numerica ed errore relativo in percentuale.




benchmark_OD28_vs_sieve.md — Report completo in inglese e italiano, con metodologia, tabelle, osservazioni e note sulla stabilità e precisione del modello OD-28.



ScopoIl materiale fa parte del progetto OD-factor e costituisce un controllo numerico preliminare, utile per verificarne stabilità e accuratezza nell’intervallo 10³ e oltre. Il dataset è pensato per finalità di trasparenza, riproducibilità e archiviazione a lungo termine su Zenodo.
DOI: 10.5281/zenodo.17721102
title: OD-28: Benchmark vs Exact Sieve (Validation for 10² ≤ x ≤ 10⁷)

description: English

This dataset contains the initial numerical validation of the OD-28 estimator for the prime-counting function π(x), tested against exact values computed with a classical Sieve of Eratosthenes for x in the range 10²…10⁷.

Included files





benchmark_OD28_vs_sieve.py — Python script that computes both exact π(x) (via sieve) and OD-28 estimates, producing the comparison table.




confronto_vero_od.csv — Output dataset containing exact π(x), OD-28 estimate, numerical difference, and relative error percentage.




benchmark_OD28_vs_sieve.md — Full report in English and Italian, including methodology, tables, observations, and remarks on the stability and accuracy of OD-28.



PurposeThis material is part of the ongoing OD-factor project and serves as a baseline numerical check confirming the stability and accuracy of the OD-28 model in the range 10³ and above. The dataset is intended for transparency, reproducibility, and long-term archival.

Italiano

Questo dataset contiene la prima validazione numerica dello stimatore OD-28 per la funzione di conteggio dei primi π(x), confrontato con i valori esatti calcolati tramite un classico Crivello di Eratostene per x compresi tra 10² e 10⁷.

File inclusi





benchmark_OD28_vs_sieve.py — Script Python che calcola sia π(x) esatta (con crivello) sia la stima OD-28, generando la tabella di confronto.




confronto_vero_od.csv — Dataset di output contenente π(x) esatta, stima OD-28, differenza numerica ed errore relativo in percentuale.




benchmark_OD28_vs_sieve.md — Report completo in inglese e italiano, con metodologia, tabelle, osservazioni e note sulla stabilità e precisione del modello OD-28.



ScopoIl materiale fa parte del progetto OD-factor e costituisce un controllo numerico preliminare, utile per verificarne stabilità e accuratezza nell’intervallo 10³ e oltre. Il dataset è pensato per finalità di trasparenza, riproducibilità e archiviazione a lungo termine su Zenodo.
DOI: 10.5282/ubm/data.720
title: Model data to recreate figures seen in the manuscript "Impacts of Environmental Conditions and Ice Nuclei Recycling on Arctic Mixed-Phase Cloud Properties."

description: Radiatively driven Arctic stratocumulus clouds have important climactic impacts due to their effects on surface radiative balance. The presence of both liquid and ice within Arctic stratocumulus, and their interaction through the Wegener-Bergeron-Findeisen (WBF) process, strongly affects the properties and lifetimes of these clouds. To assess the impacts of mixed-phase microphysical processes in Arctic Stratocumulus, we use a Langrangian cloud microphysical model within a large eddy simulation framework to simulate a single-layer cloud under varying free-tropospheric humidity and above-cloud inversion strength. We also run two simulations in which precipitating ice crystals have their IN re-injected into the model domain, rather than removed. We find that IN recycling plays a critical role in maintaining the presence of ice in the mixed-phase cloud. The simulations with drier free-tropospheric air experience greater sublimation of ice crystals below cloud, recycling of ice crystals, and a higher ice water path than simulations with more humid free-tropospheric air. We also find that the impact of inversion strength on cloud microphysical characteristics is strongly modulated by free-tropospheric relative humidity, with decreased inversion strength resulting in both increased and decreased liquid water path under high and low free-tropospheric relative humidity, respectively.

Code to the Jupyter notebook: https://doi.org/10.5281/zenodo.17662940
DOI: 10.15468/dl.ereajn
title: Occurrence Download

description: A dataset containing 81161 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Rastrelliger kanagurta, Lutjanus kasmira, Caranx lugubris, Acanthurus triostegus, Acanthurus olivaceus)"
 ]
}

 The dataset includes 81161 records from 355 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009392-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p6wtwt
title: Occurrence Download

description: A dataset containing 190040 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Prionace glauca, Katsuwonus pelamis, Carcharhinus falciformis, Acanthurus triostegus, Acanthurus olivaceus)"
 ]
}

 The dataset includes 190040 records from 525 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009390-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s8ngae
title: Occurrence Download

description: A dataset containing 1821 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acer truncatum"
 ]
}

 The dataset includes 1821 records from 110 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009442-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ey24j2
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Fargesia dracocephala"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009441-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qus4cc
title: Occurrence Download

description: A dataset containing 2214 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is White shark tagging off New Zealand"
 ]
}

 The dataset includes 2214 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009443-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.6347648
title: Replication package for paper: "Towards open source software licenses compatibility check"

description: This dataset consists of a number of GitHub repositories that cover the following programming languages: PHP, Java, JavaScript, C, C++, C#, Python, Visual Basic. The repositories were used by license extraction tools, i.e. FOSSology Nomos, Ninka, to see which open source software licenses exist in the source code. They were also used to perform analysis on the README.md file and discover licenses used in libraries as described in the README.
DOI: 10.5281/zenodo.6347647
title: Replication package for paper: "Towards open source software licenses compatibility check"

description: This dataset consists of a number of GitHub repositories that cover the following programming languages: PHP, Java, JavaScript, C, C++, C#, Python, Visual Basic. The repositories were used by license extraction tools, i.e. FOSSology Nomos, Ninka, to see which open source software licenses exist in the source code. They were also used to perform analysis on the README.md file and discover licenses used in libraries as described in the README.
DOI: 10.15468/dl.nukyzf
title: Occurrence Download

description: A dataset containing 2214 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is White shark tagging off New Zealand"
 ]
}

 The dataset includes 2214 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009445-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.76mvkk
title: Occurrence Download

description: A dataset containing 48354 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Issue is one of (Geodetic datum assumed WGS84, Geodetic datum invalid, Coordinate rounded, Footprint WKT mismatch, Country derived from coordinates, Continent derived from coordinates, Recorded date mismatch, Recorded date invalid, Taxon match higher rank, The taxon concept ID was not found in the checklist, The taxon ID was not found in the checklist, Elevation min max swapped, Modified date invalid, Identified date invalid, Multimedia date invalid, Multimedia URI invalid, References URI invalid, Individual count invalid, Occurrence status unparsable, Occurrence status inferred from individual count)",
 "OccurrenceStatus is Present",
 "TaxonKey is Salix myrsinifolia",
 "Year 1950-2025"
 ]
}

 The dataset includes 48354 records from 200 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009438-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.red3yv
title: Occurrence Download

description: A dataset containing 2214 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is White shark tagging off New Zealand"
 ]
}

 The dataset includes 2214 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009449-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8asjhr
title: Occurrence Download

description: A dataset containing 2214 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is White shark tagging off New Zealand"
 ]
}

 The dataset includes 2214 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009446-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5878/28sr-1k88
title: Measured heat transfer for thin wires in air
title: Measured heat transfer for thin wires in air

description: Measurements of heat transfer from a heated wire in an streaming air. The measurements were carried out as part of an investigation into hot-wire anemometers. The wires used were made of platinum-plated tungsten with diameters of 5 µm and 2.5 µm. A range of data sets is presented, covering air temperatures from 10 to 50 °C, velocities from 0.3 to 30 m/s and wire temperatures from 20 to 70°C, though not all data sets span the entire range.
description: Mätning av värmeöverföring från varmtråd i strömmande luft. Mätningar utförda på trådar av platinabelagd volfram av diameter 2.5 och 5 µm i lufthastigheter 0.3 till 30 m/s, lufttemperaturer 10–50 °C och trådtemperaturer i spannet 20 till 70 °C. Olika mätserier presenteras, alla täcker inte hela hastighets- och temperaturspannet. Uppmätta data har använts för studium av varmtrådsanemometrar.
DOI: 10.5878/xs2g-s467
title: Measured heat transfer for thin wires in air
title: Measured heat transfer for thin wires in air

description: Measurements of heat transfer from a heated wire in an streaming air. The measurements were carried out as part of an investigation into hot-wire anemometers. The wires used were made of platinum-plated tungsten with diameters of 5 µm and 2.5 µm. A range of data sets is presented, covering air temperatures from 10 to 50 °C, velocities from 0.3 to 30 m/s and wire temperatures from 20 to 70°C, though not all data sets span the entire range.
description: Mätning av värmeöverföring från varmtråd i strömmande luft. Mätningar utförda på trådar av platinabelagd volfram av diameter 2.5 och 5 µm i lufthastigheter 0.3 till 30 m/s, lufttemperaturer 10–50 °C och trådtemperaturer i spannet 20 till 70 °C. Olika mätserier presenteras, alla täcker inte hela hastighets- och temperaturspannet. Uppmätta data har använts för studium av varmtrådsanemometrar.
DOI: 10.15468/dl.366nv7
title: Occurrence Download

description: A dataset containing 2214 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is White shark tagging off New Zealand"
 ]
}

 The dataset includes 2214 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009450-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5a9969
title: Occurrence Download

description: A dataset containing 3415 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Bungarus multicinctus)",
 "DecimalLatitude is greater than or equal to 0",
 "DecimalLatitude is less than or equal to 60",
 "DecimalLongitude is greater than or equal to 60",
 "DecimalLongitude is less than or equal to 150",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 3415 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009456-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vyey72
title: Occurrence Download

description: A dataset containing 2214 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is White shark tagging off New Zealand"
 ]
}

 The dataset includes 2214 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009452-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/39f-zh5-drv
title: Cystopteris fragilis (L.) Bernh.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/3ne-t7q-0mx
title: Cystopteris fragilis (L.) Bernh.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/75j-mbh-748
title: Picea obovata Ledeb.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5zb-c7g-7bw
title: Pinus sylvestris L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.