cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.8cps9g
title: Occurrence Download

description: A dataset containing 8608 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Andorra, Albania, Armenia, Austria, Azerbaijan, Bosnia and Herzegovina, Belgium, Bulgaria, Belarus, Switzerland, Cyprus, Czechia, Germany, Denmark, Algeria, Estonia, Egypt, Greece, Spain, Finland, Faroe Islands, France, Georgia, Guernsey, Gibraltar, Croatia, Hungary, Ireland, Israel, Isle of Man, Iceland, Italy, Jersey, Lebanon, Liechtenstein, Lithuania, Luxembourg, Latvia, Libya, Morocco, Monaco, Moldova, Republic of, Montenegro, North Macedonia, Malta, Netherlands, Norway, Poland, Palestine, State of, Portugal, Romania, Serbia, Russian Federation, Sweden, Slovenia, Svalbard and Jan Mayen, Slovakia, San Marino, Syrian Arab Republic, Tunisia, Türkiye, Ukraine, United Kingdom of Great Britain and Northern Ireland, French Guiana, Guadeloupe, Martinique, Mayotte, Réunion, Saint Martin (French part), Holy See)",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Machine Observation, Occurrence evidence, Observation)",
 "HasGeospatialIssue is false",
 "ScientificName is one of (Arion circumscriptus, Arion circumscriptus G.Johnston, 1828, Arion silvaticus, Arion silvaticus Lohmander, 1937, Crocus biflorus, Crocus biflorus Mill., Filipendula camschatica, Filipendula camschatica (Pall.) Maxim.)"
 ]
}

 The dataset includes 8608 records from 142 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050916-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ymvjm4
title: Occurrence Download

description: A dataset containing 8608 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Andorra, Albania, Armenia, Austria, Azerbaijan, Bosnia and Herzegovina, Belgium, Bulgaria, Belarus, Switzerland, Cyprus, Czechia, Germany, Denmark, Algeria, Estonia, Egypt, Greece, Spain, Finland, Faroe Islands, France, Georgia, Guernsey, Gibraltar, Croatia, Hungary, Ireland, Israel, Isle of Man, Iceland, Italy, Jersey, Lebanon, Liechtenstein, Lithuania, Luxembourg, Latvia, Libya, Morocco, Monaco, Moldova, Republic of, Montenegro, North Macedonia, Malta, Netherlands, Norway, Poland, Palestine, State of, Portugal, Romania, Serbia, Russian Federation, Sweden, Slovenia, Svalbard and Jan Mayen, Slovakia, San Marino, Syrian Arab Republic, Tunisia, Türkiye, Ukraine, United Kingdom of Great Britain and Northern Ireland, French Guiana, Guadeloupe, Martinique, Mayotte, Réunion, Saint Martin (French part), Holy See)",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Machine Observation, Occurrence evidence, Observation)",
 "HasGeospatialIssue is false",
 "ScientificName is one of (Arion circumscriptus, Arion circumscriptus G.Johnston, 1828, Arion silvaticus, Arion silvaticus Lohmander, 1937, Crocus biflorus, Crocus biflorus Mill., Filipendula camschatica, Filipendula camschatica (Pall.) Maxim.)"
 ]
}

 The dataset includes 8608 records from 142 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050917-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hh5trm
title: Occurrence Download

description: A dataset containing 1479 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crossoptilon crossoptilon",
 "Country is China",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1479 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040899-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.83hvdk
title: Occurrence Download

description: A dataset containing 670310 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Insecta)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((30 -30,37.5 -30,37.5 -22.5,30 -22.5,30 -30))"
 ]
}

 The dataset includes 670310 records from 159 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040861-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3m2pfd
title: Occurrence Download

description: A dataset containing 109 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-101.47776 17.74342,-84.96013 17.74342,-84.96013 24.34664,-101.47776 24.34664,-101.47776 17.74342))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Mugil curema",
 "Year 2000-2025"
 ]
}

 The dataset includes 109 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011674-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p79zjj
title: Occurrence Download

description: A dataset containing 199 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Luehdorfia chinensis)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2025",
 "Country is China"
 ]
}

 The dataset includes 199 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011676-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5ruzsf
title: Occurrence Download

description: A dataset containing 63 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Aloe ciliaris)"
 ]
}

 The dataset includes 63 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011675-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9g5ndh
title: Occurrence Download

description: A dataset containing 2454 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "OccurrenceStatus is Present",
 "TaxonKey is Amanita caesarea"
 ]
}

 The dataset includes 2454 records from 112 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011678-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vuhxkk
title: Occurrence Download

description: A dataset containing 26606 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tsuga heterophylla",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 26606 records from 257 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011677-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17191838
title: Agronomic data of V. ervilia core collection accessions

description: Agronomic data of V. ervilia core collection accessions  Table S8b: asociated to publication https://www.mdpi.com/2073-4395/14/2/326
DOI: 10.5281/zenodo.17191839
title: Agronomic data of V. ervilia core collection accessions

description: Agronomic data of V. ervilia core collection accessions  Table S8b: asociated to publication https://www.mdpi.com/2073-4395/14/2/326
DOI: 10.15468/dl.efuqgb
title: Occurrence Download

description: A dataset containing 837 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-100.37234 17.90404,-86.29348 17.90404,-86.29348 23.52904,-100.37234 23.52904,-100.37234 17.90404))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pomacanthus paru",
 "Year 2000-2025"
 ]
}

 The dataset includes 837 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011679-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/13157541
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.17031/685144b5d99d1
title: 1882 RV Travailleur Cruise NE Atlantic

description: Gorgonian and scleractinian records from the RV Travailleur cruise to the Iberian shelf, Morocco and Madeira. Records supplied by Jason Hall-Spencer and collated by DASSH as part of the 'Dredging the Depths' project.
DOI: 10.5281/zenodo.15295186
title: Allosteric mechanisms triggering substrate and cofactor binding in the SULT1A1 dimer as revealed by molecular dynamics simulations

description: Starting structural models of human Sulfotransferase 1A1:

monomers

          apo                                          monomer_1a1_apo.pdb

            paps                                        monomer_1a1_p.pdb

            paps +fulvestrant                    monomer_1a1_pf_run1.pdb

                                                            monomer_1a1_pf_run2.pdb

                                                            monomer_1a1_pf_run3.pdb

dimers

          apo                                          dimer_1a1_apo.pdb

            1paps                                      dimer_1a1_1p.pdb

            2paps                                      dimer_1a1_2p.pdb

 

            2paps+1fulvestrant                 dimer_1a1_2p1f_run1.pdb

                                                            dimer_1a1_2p1f_run2.pdb

                                                            dimer_1a1_2p1f_run3.pdb

                        

            2paps+2fulvestrant                 dimer_1a1_2p2f_run1.pdb

                                                            dimer_1a1_2p2f_run2.pdb

                                                            dimer_1a1_2p2f_run3.pdb
DOI: 10.5281/zenodo.15295187
title: Allosteric mechanisms triggering substrate and cofactor binding in the SULT1A1 dimer as revealed by molecular dynamics simulations

description: Starting structural models of human Sulfotransferase 1A1:

monomers

          apo                                          monomer_1a1_apo.pdb

            paps                                        monomer_1a1_p.pdb

            paps +fulvestrant                    monomer_1a1_pf_run1.pdb

                                                            monomer_1a1_pf_run2.pdb

                                                            monomer_1a1_pf_run3.pdb

dimers

          apo                                          dimer_1a1_apo.pdb

            1paps                                      dimer_1a1_1p.pdb

            2paps                                      dimer_1a1_2p.pdb

 

            2paps+1fulvestrant                 dimer_1a1_2p1f_run1.pdb

                                                            dimer_1a1_2p1f_run2.pdb

                                                            dimer_1a1_2p1f_run3.pdb

                        

            2paps+2fulvestrant                 dimer_1a1_2p2f_run1.pdb

                                                            dimer_1a1_2p2f_run2.pdb

                                                            dimer_1a1_2p2f_run3.pdb
DOI: 10.6084/m9.figshare.30192733
title: IV-to-Oral Switch in Antimicrobial Therapy for Hospitalised Adults: APRISMA-Compliant Systematic Review of Indications, Agents, and Outcomes

description: This systematic review examines the evidence and guidelines for IV-to-oral switch (IVOS) in antimicrobial therapy for hospitalised adults. Following PRISMA 2020 methodology, we synthesised data from randomised controlled trials, observational studies, and stewardship guidance documents. Key findings from landmark trials (OVIVA, POET, SABATO, CAP studies) demonstrate that early oral switch is safe, effective, and reduces hospital stay by 2–5 days without increasing relapse or mortality, provided patients meet clinical stability and source control criteria. We also compared international stewardship recommendations, including IDSA/SHEA, UK National IVOS programme, and HSE AMRIC 2025 toolkit, which converge on consistent eligibility criteriaThe review concludes that IVOS should be standard practice in clinically stable adults when suitable oral options exist, with exceptions for uncontrolled sepsis, endocarditis without stabilisation, CNS infections, and cases lacking bioavailable oral agents<br>
DOI: 10.6084/m9.figshare.30192733.v1
title: IV-to-Oral Switch in Antimicrobial Therapy for Hospitalised Adults: APRISMA-Compliant Systematic Review of Indications, Agents, and Outcomes

description: This systematic review examines the evidence and guidelines for IV-to-oral switch (IVOS) in antimicrobial therapy for hospitalised adults. Following PRISMA 2020 methodology, we synthesised data from randomised controlled trials, observational studies, and stewardship guidance documents. Key findings from landmark trials (OVIVA, POET, SABATO, CAP studies) demonstrate that early oral switch is safe, effective, and reduces hospital stay by 2–5 days without increasing relapse or mortality, provided patients meet clinical stability and source control criteria. We also compared international stewardship recommendations, including IDSA/SHEA, UK National IVOS programme, and HSE AMRIC 2025 toolkit, which converge on consistent eligibility criteriaThe review concludes that IVOS should be standard practice in clinically stable adults when suitable oral options exist, with exceptions for uncontrolled sepsis, endocarditis without stabilisation, CNS infections, and cases lacking bioavailable oral agents<br>
DOI: 10.15468/dl.fw9vb2
title: Occurrence Download

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

 The dataset includes 7 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011687-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nbkvp9
title: Occurrence Download

description: A dataset containing 170 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-99.75550 18.02321,-85.67665 18.02321,-85.67665 23.64821,-99.75550 23.64821,-99.75550 18.02321))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Aluterus scriptus",
 "Year 2000-2025"
 ]
}

 The dataset includes 170 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011682-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tmxehq
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011688-250920141307145/datasets/export for details.
DOI: 10.5281/zenodo.17183984
title: Post-fire NDVI Time Series for Pinus halepensis in Aragón: Multi-year Monitoring and Baseline Comparisons for Resilience Assessment

description: The database was designed to support analyses comparing the temporal evolution of burned areas with reference or control areas, allowing the assessment of both the magnitude and the speed of vegetation recovery. Comparisons are performed over a series of spatial units called “patches,” obtained using the GEOBIA algorithm described by Tassi and Vizzari (2020) https://doi.org/10.3390/rs12223776. In total, data from 19 patches were extracted, and for each patch there is a corresponding burned area and control area.Within these areas, NDVI samples were extracted, enabling the construction of three different baseline types, which serve as references to evaluate the recovery of the burned area. From these comparisons, relative differences between burned and control areas, as well as relevant statistical parameters, were calculated.The optical images used for NDVI extraction are from Landsat Collection 2, Level 1 (L1), providing Top-of-Atmosphere (TOA) reflectance, and subjected to a correction and harmonization process following the methodology of Alves et al. (2022) https://doi.org/10.1117/1.jrs.16.034507.This structure allows for detailed monitoring of post-fire recovery and provides a robust framework to assess the vegetation resilience of Pinus halepensis in the Aragón region of Spain.
DOI: 10.5281/zenodo.17183983
title: Post-fire NDVI Time Series for Pinus halepensis in Aragón: Multi-year Monitoring and Baseline Comparisons for Resilience Assessment

description: The database was designed to support analyses comparing the temporal evolution of burned areas with reference or control areas, allowing the assessment of both the magnitude and the speed of vegetation recovery. Comparisons are performed over a series of spatial units called “patches,” obtained using the GEOBIA algorithm described by Tassi and Vizzari (2020) https://doi.org/10.3390/rs12223776. In total, data from 19 patches were extracted, and for each patch there is a corresponding burned area and control area.Within these areas, NDVI samples were extracted, enabling the construction of three different baseline types, which serve as references to evaluate the recovery of the burned area. From these comparisons, relative differences between burned and control areas, as well as relevant statistical parameters, were calculated.The optical images used for NDVI extraction are from Landsat Collection 2, Level 1 (L1), providing Top-of-Atmosphere (TOA) reflectance, and subjected to a correction and harmonization process following the methodology of Alves et al. (2022) https://doi.org/10.1117/1.jrs.16.034507.This structure allows for detailed monitoring of post-fire recovery and provides a robust framework to assess the vegetation resilience of Pinus halepensis in the Aragón region of Spain.
DOI: 10.5281/zenodo.15534587
title: Validation Methodology for Software Testing Capsules - Templates and Instantiations

description: Contains the artefacts mentioned in our paper "How do we know that our software testing education materials work?".
DOI: 10.5281/zenodo.15534588
title: Validation Methodology for Software Testing Capsules - Templates and Instantiations

description: Contains the artefacts mentioned in our paper "How do we know that our software testing education materials work?".
DOI: 10.5285/9f043047-d1c7-4852-b513-aa00204022a8
title: Land Cover Map 2000 (vector, N.Ireland)

description: This dataset consists of the vector version of the Land Cover Map 2000 for Northern Ireland, containing individual parcels of land cover (the highest available resolution). Level 2 & Level 3 attributes are available. Level 2, the standard level of detail, provides 26 LCM2000 target or ('sub') classes. This is the most widely used version of the dataset. Level 3 gives higher class detail. However, the quality of this level of detail may vary in different areas of the country, requiring expert interpretation. The dataset is part of a series of data products produced by the Centre for Ecology & Hydrology known as LCM2000. LCM2000 is a parcel-based thematic classification of satellite image data covering the entire United Kingdom. LCM2000 is derived from a computer classification of satellite scenes obtained mainly from Landsat, IRS and SPOT sensors and also incorporates information derived from other ancillary datasets. LCM2000 was classified using a nomenclature corresponding to the Joint Nature Conservation Committee (JNCC) Broad Habitats, which encompasses the entire range of UK habitats. In addition, it recorded further detail where possible. The series of LCM2000 products includes vector and raster formats, with a number of different versions containing varying levels of detail and at different spatial resolutions.
description: In a major development to earlier methods, LCM2000 used image segmentation to identify land parcels in the pixel-based images. An automated procedure grouped the image pixels into spectrally 'uniform' segments. These were built around 'seedpoints' selected to avoid parcel boundaries. The segmentation recorded a field-by-field pattern, also separating land use zones within urban and suburban areas, and subdividing mosaics of semi-natural vegetation. Generalisation gave minimum mappable units of a half hectare. A 'vector' version was then created in the geographical information system (GIS), where the boundaries between the pixel-based segments were represented by digital linework. The resultant land parcels were treated as GIS objects to which attribute data could then be attached covering such topics as land cover class, parcel area, length of boundary, processing history, knowledge-based correction and identification of the original satellite scene. LCM2000 was produced at CEH Monks Wood. For further information on the methodology developed and used to create Land Cover Map 2000, see on-line supporting documentation.
DOI: 10.82253/3h5t-pd22
title: AYAF Reseed Methods Plot Trial
DOI: 10.5281/zenodo.17191868
title: Analysis of Molecular Variance (AMOVA) using SSR data  tested in Spanish and international

description: Analysis of Molecular Variance (AMOVA) using SSR data  tested in Spanish and international  Table S6: asociated to publication https://www.mdpi.com/2073-4395/14/2/326
DOI: 10.5281/zenodo.17191869
title: Analysis of Molecular Variance (AMOVA) using SSR data  tested in Spanish and international

description: Analysis of Molecular Variance (AMOVA) using SSR data  tested in Spanish and international  Table S6: asociated to publication https://www.mdpi.com/2073-4395/14/2/326
DOI: 10.15468/dl.8fyus9
title: Occurrence Download

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

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011689-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gd564r
title: Occurrence Download

description: A dataset containing 377 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Datura quercifolia",
 "Year 1970-2020"
 ]
}

 The dataset includes 377 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011684-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.