cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.e9p85e
title: Occurrence Download

description: A dataset containing 472 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ampelopsis aconitifolia"
 ]
}

 The dataset includes 472 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018427-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kj9sk6
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crassostrea bilineata",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 7 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018429-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s3esuj
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sargassum fluitans",
 "Country is Jamaica",
 "HasCoordinate is true"
 ]
}

 The dataset includes 25 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018431-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.69wavr
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sargassum fluitans",
 "Country is Sao Tome and Principe",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018432-250914085247600/datasets/export for details.
DOI: 10.15468/dl.wbzgqt
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sargassum fluitans",
 "Country is Iran (Islamic Republic of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018430-250914085247600/datasets/export for details.
DOI: 10.5281/zenodo.16330565
title: Data for Detection of 85 new active subglacial lakes in Antarctica from a decade of CryoSat-2 data

description: Data and code to support "Detection of 85 new active subglacial lakes in Antarctica from a decade of CryoSat-2 data" Wilson et al., 2025 (Nature Commnications). For details, please see publication: https://doi.org/10.1038/s41467-025-63773-9
DOI: 10.5281/zenodo.16330564
title: Data for Detection of 85 new active subglacial lakes in Antarctica from a decade of CryoSat-2 data

description: Data and code to support "Detection of 85 new active subglacial lakes in Antarctica from a decade of CryoSat-2 data" Wilson et al., 2025 (Nature Commnications). For details, please see publication: https://doi.org/10.1038/s41467-025-63773-9
DOI: 10.15468/dl.m93bxf
title: Occurrence Download

description: A dataset containing 8714 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Ardea intermedia"
 ]
}

 The dataset includes 8714 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018433-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16367540
title: Expressions found by PySR software from dataset of equations of state for neutron star matter based on relativistic mean field model with a non-linear mesonic interaction

description: This dataset was generated in the context of a Masters Dissertation (https://doi.org/10.5281/zenodo.17158902).

Finding an Equation of State (EOS) that can provide an accurate description of nuclear matter both at the atomic scale and at the astronomical scale remains a challenge. Neutron Stars (NS) are thought to be mainly composed of nuclear matter under extreme conditions, which are not yet reproducible in a laboratory environment on Earth. With the advent of multi-messenger astronomy, it is possible to obtain increasingly more accurate information from astrophysical observations of these compact stars, which are the end-stage of stellar evolution of certain higher mass stars.

In order to search for possible empirical relations between Nuclear Matter Properties (NMPs) and Neutron Star Observables (NSOs) a Machine Learning (ML) technique called Symbolic Regression (SR) was used in the form of the software tool PySR, which was applied to a dataset of NMPs and NSOs from different Relativistic Mean Field (RMF) nuclear matter models.

File 'my_PYSR_results.csv' holds the expressions found in all the searches performed in the study.

File 'MFAP_NMP_RESCALED.csv' is a modified version of the MFAP dataset (by Malik, Tuhin and Ferreira, Márcio and Bastos Albino, Milena and Providência, Constança ; https://doi.org/10.5281/zenodo.7854111), used under a CC BY 4.0 license.
DOI: 10.5281/zenodo.16367541
title: Expressions found by PySR software from dataset of equations of state for neutron star matter based on relativistic mean field model with a non-linear mesonic interaction

description: This dataset was generated in the context of a Masters Dissertation (https://doi.org/10.5281/zenodo.17158902).

Finding an Equation of State (EOS) that can provide an accurate description of nuclear matter both at the atomic scale and at the astronomical scale remains a challenge. Neutron Stars (NS) are thought to be mainly composed of nuclear matter under extreme conditions, which are not yet reproducible in a laboratory environment on Earth. With the advent of multi-messenger astronomy, it is possible to obtain increasingly more accurate information from astrophysical observations of these compact stars, which are the end-stage of stellar evolution of certain higher mass stars.

In order to search for possible empirical relations between Nuclear Matter Properties (NMPs) and Neutron Star Observables (NSOs) a Machine Learning (ML) technique called Symbolic Regression (SR) was used in the form of the software tool PySR, which was applied to a dataset of NMPs and NSOs from different Relativistic Mean Field (RMF) nuclear matter models.

File 'my_PYSR_results.csv' holds the expressions found in all the searches performed in the study.

File 'MFAP_NMP_RESCALED.csv' is a modified version of the MFAP dataset (by Malik, Tuhin and Ferreira, Márcio and Bastos Albino, Milena and Providência, Constança ; https://doi.org/10.5281/zenodo.7854111), used under a CC BY 4.0 license.
DOI: 10.6084/m9.figshare.30164906
title: Caddy et al. Analysis scripts from The reliability of environmental cues shape learning and selection against deleterious alleles in seed beetles

description: analyses script Lynne.R
DOI: 10.6084/m9.figshare.30164906.v1
title: Caddy et al. Analysis scripts from The reliability of environmental cues shape learning and selection against deleterious alleles in seed beetles

description: analyses script Lynne.R
DOI: 10.15468/dl.n2esup
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crassostrea columbiensis",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018435-250914085247600/datasets/export for details.
DOI: 10.34810/data1753
title: Dades treball de camp Cova Gran de Santa Linya 2024

description: Aquest dataset conté les dades brutes generades al llarg dels treballs de camp desenvolupats a l’any 2024 al jaciment de Cova Gran de Santa Linya. El conjunt està format per les dades tabulades de l’inventari de restes arqueològiques 1- 2024_Inventari_treballscamp_CovaGran. Imatges significatives de les zones arqueològiques intervingudes (2-2024_treballdecamp) i planimetries amb informació detallada de les estructures arqueològiques (3- 2024_planimetries). La carpeta fotografies annex inclou detall dels treballs de camp i materials recuperats (4- 2024_fotografies_annex). Finalment s’inclou el manuscrit de la memòria d’excavació mitjançant un arxiu depositat al repositari DDD amb informació detallada dels objectius i finalitat de la intervenció, la metodologia emprada, així com una síntesis dels resultats assolits.
description: ArqueoUAB, null
DOI: 10.15468/dl.c6ga52
title: Occurrence Download

description: A dataset containing 154225 species occurrences available in GBIF matching the query:
{
 "and" : [
 "MediaType is Image",
 "TaxonKey is one of (Chlamydotis macqueenii, Charadrius semipalmatus, Circaetus gallicus, Cepphus grylle, Cepphus carbo, Cerorhinca monocerata, Ciconia boyciana, Certhia himalayana, Cercotrichas galactotes, Cettia cetti, Clamator glandarius, Clangula hyemalis, Circus melanoleucos, Charadrius hiaticula tundrae, Certhia familiaris daurica, Cettia cetti albiventris, Cettia cetti orientalis, Chlidonias hybrida hybrida, Chroicocephalus brunnicephalus, Ciconia ciconia asiatica, Cecropis, Cinclus pallasii tenuirostris, Cinclus cinclus leucogaster, Certhia familiaris tianschanica, Cercotrichas galactotes familiaris, Chloris chloris turkestanica, Coccothraustes coccothraustes humii, Circus aeruginosus aeruginosus, Coccothraustes coccothraustes coccothraustes, Certhia familiaris familiaris, Certhia brachydactyla, Cinclus cinclus baicalensis, Cepphus columba, Circaetus gallicus gallicus, Cecropis daurica)"
 ]
}

 The dataset includes 154225 records from 88 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018349-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17092495
title: Reproduction Package for "Frequency-based Highlight Extraction in Software Plagiarism Detection"

description: Reproduction Package for Bachelor's Thesis:

This repository contains all data used in the evaluation of the bachelor's thesis: "Frequency-based Highlight Extraction inSoftware Plagiarism Detection".

This package includes:

1. The data sets used for evaluation2. Generated graphics and CSV data  3. JPlag v6.2.0, including the frequency-based highlight extraction code base  and a runnable JAR
DOI: 10.5281/zenodo.17092494
title: Reproduction Package for "Frequency-based Highlight Extraction in Software Plagiarism Detection"

description: Reproduction Package for Bachelor's Thesis:

This repository contains all data used in the evaluation of the bachelor's thesis: "Frequency-based Highlight Extraction inSoftware Plagiarism Detection".

This package includes:

1. The data sets used for evaluation2. Generated graphics and CSV data  3. JPlag v6.2.0, including the frequency-based highlight extraction code base  and a runnable JAR
DOI: 10.15468/dl.ywpfk9
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Adonidia merrillii",
 "Country is Cuba",
 "HasCoordinate is true"
 ]
}

 The dataset includes 21 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018438-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d679ea
title: Occurrence Download

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

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018437-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2m2ckm
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Xenoclarias eupogon)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018436-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y8p6gf
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Adonidia merrillii",
 "Country is India",
 "HasCoordinate is true"
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018439-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34810/data1147
title: Dades treball de camp Cova Gran de Santa Linya 2023

description: Aquest dataset conté les dades brutes generades al llarg dels treballs de camp desenvolupats a l’any 2023 al jaciment de Cova Gran de Santa Linya. El conjunt està format per les dades tabulades de l’inventari de restes arqueològiques 1- 2023_Inventari_treballscamp_CovaGran. Imatges significatives de les zones arqueològiques intervingudes (2-2023_treballdecamp) i planimetries amb informació detallada de les estructures arqueològiques (3- 2023_planimetries). La carpeta fotografies annex inclou detall dels treballs de camp i materials recuperats (4- 2023_fotografies_annex). &lt;/p&gt;
Totes les dades recollides provenen de l'estudi del material arqueològic de la Cova Gran de Santa Linya. Aquest jaciment arqueològic és un abric rocós situat al nord-est de la península Ibèrica, al vessant sud-est dels Pirineus.
description: ArqueoUAB, null
description: Universitat Autònoma de Barcelona. Centre d'Estudis del Patrimoni Arqueològic de la Prehistòria (CEPAP-UAB)
DOI: 10.15468/dl.rnknyz
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crassostrea corteziensis",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018441-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wmhuxu
title: Occurrence Download

description: A dataset listing the 12546 species recorded in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Machine Observation, Observation)",
 "Country is Netherlands",
 "OccurrenceStatus is Present",
 "TaxonKey is Insecta",
 "Year 2020-2025"
 ]
}

 The dataset's 12546 records were derived from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018419-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fzytj9
title: Occurrence Download

description: A dataset containing 4262 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Arcopagia"
 ]
}

 The dataset includes 4262 records from 171 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018442-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5258/soton/d3668
title: Dataset supporting thesis titled: 'A holistic approach towards incorporating and/or improving the green sustainability of chemical process plant systems'

description: Case study datasets for the PhD thesis. Three simulation-based (sustainable water desalination, isopropanol synthesis, green ammonia) and one experimental-based (bioethanol production)
DOI: 10.34740/kaggle/dsv/13086325
title: Education data
DOI: 10.15468/dl.pu9bve
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Adonidia merrillii",
 "Country is Mexico",
 "HasCoordinate is true"
 ]
}

 The dataset includes 20 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018446-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k3afya
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Adonidia merrillii",
 "Country is Saint Kitts and Nevis",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018447-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5mzynr
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crassostrea cuttackensis",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018448-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17158532
title: Seasonal Ice Mass Balance (SIMB) Buoy Data from the Weddell Sea Marginal Ice Zone, Winter and Spring 2019

description: This dataset contains measurements collected during July-August 2019 ("IMB_Winter") and October-December 2019 ("IMB_Spring") by two Cryosphere Innovations Seasonal Ice Mass Balance Buoys, deployed during the Southern Ocean Seasonal Cycle Experiment (SCALE).

For information on the platform, please see the file "SIMB3_Buoys.txt"For deployment conditions, including sea ice thickness, height of sounder, height of thermistor string, please see the relevant file "IMB_Winter.txt" or "IMB_Spring.txt". These files also include a link to the Cruise Reports for each cruise. 

The datasets themselves are included in .csv files. The SIMB deployed in winter had a modifed thermistor string (extended to 10 m length) - see the attached csv for the thermistor locations. 

N.B. The timestamp is reported from the manufacturer in Excel date format, at Eastern Standard Time (UTC -5).
DOI: 10.5281/zenodo.17158531
title: Seasonal Ice Mass Balance (SIMB) Buoy Data from the Weddell Sea Marginal Ice Zone, Winter and Spring 2019

description: This dataset contains measurements collected during July-August 2019 ("IMB_Winter") and October-December 2019 ("IMB_Spring") by two Cryosphere Innovations Seasonal Ice Mass Balance Buoys, deployed during the Southern Ocean Seasonal Cycle Experiment (SCALE).

For information on the platform, please see the file "SIMB3_Buoys.txt"For deployment conditions, including sea ice thickness, height of sounder, height of thermistor string, please see the relevant file "IMB_Winter.txt" or "IMB_Spring.txt". These files also include a link to the Cruise Reports for each cruise. 

The datasets themselves are included in .csv files. The SIMB deployed in winter had a modifed thermistor string (extended to 10 m length) - see the attached csv for the thermistor locations. 

N.B. The timestamp is reported from the manufacturer in Excel date format, at Eastern Standard Time (UTC -5).
DOI: 10.15468/dl.ap2zx5
title: Occurrence Download

description: A dataset containing 1338 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Azorinus"
 ]
}

 The dataset includes 1338 records from 141 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018449-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.crpedm
title: Occurrence Download

description: A dataset listing the 6 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ciconia ciconia"
 ]
}

 The dataset's 6 records were derived from 1987 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018428-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aen38f
title: Occurrence Download

description: A dataset containing 2685 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Lutjanus erythropterus"
 ]
}

 The dataset includes 2685 records from 82 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063483-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.