cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.34892/snwv-a025
title: Global Critical Habitat Screening Layer - Basic

description: The International Finance Corporation’s (IFC’s) Performance Standard 6 (PS6) is one of the most influential biodiversity standards of current time, particularly within large-scale infrastructure and the extractive sector. Within PS6, biodiversity significance is articulated through the concept of “Critical Habitat,” a definition developed by the IFC and detailed through criteria aligned with those that support internationally accepted biodiversity designations. Critical Habitat criteria identify habitats of significant importance to threatened, endemic, congregatory and migratory species, threatened or unique ecosystems, and key evolutionary processes. PS6 requires projects to achieve net gains in the biodiversity values for which Critical Habitat is identified.
DOI: 10.15468/dl.2s5ajz
title: Occurrence Download

description: A dataset containing 3066 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Observation, Human Observation, Machine Observation, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Ischnura elegans (Vander Linden, 1820)"
 ]
}

 The dataset includes 3066 records from 70 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009734-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/uwt6t5
title: National Register of Monumental Trees

description: The National Register of Monumental Trees (Landelijk Register Monumentale Bomen) includes trees in The Netherlands that are of national importance according to the ‘Bomenstichting’ (Tree Foundation). In many cases, these trees combine an advanced age with a special beauty or rarity, or can be seen as iconic specimens in their environment. The register currently contains about 15,000 objects: solitary trees, avenues and groups of trees.Through an intensive inventory, the 'Bomenstichting' has a good overview of the special trees in The Netherlands. The foundation stimulates public authorities and administrators to take adequate protective measures to protect these monuments. Ensuring that monumental trees are preserved and remain in good condition is the aim of the foundation.The conditions for a tree to be included in the National Register of Monumental Trees can be found on the website of the foundation.
DOI: 10.15468/dl.2qgk7m
title: Occurrence Download

description: A dataset containing 986 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Linnaea borealis L.",
 "Geometry POLYGON((-8.00174339329464 54.1998526673513, 0.202120938926891 54.1998526673513, 0.202120938926891 61.2628565887411, -8.00174339329464 61.2628565887411, -8.00174339329464 54.1998526673513))",
 "CoordinateUncertaintyInMeters is 0,101",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 986 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009735-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.snwdhp
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"BASIS_OF_RECORD","value":"PRESERVED SPECIMEN","matchCase":false},{"type":"equals","key":"BASIS_OF_RECORD","value":"HUMAN OBSERVATION","matchCase":false},{"type":"and","predicates":[{"type":"greaterThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000.0","matchCase":false},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000.0","matchCase":false}]},{"type":"equals","key":"HAS_COORDINATE","value":"True","matchCase":false},{"type":"equals","key":"HAS_GEOSPATIAL_ISSUE","value":"False","matchCase":false},{"type":"equals","key":"OCCURRENCE_STATUS","value":"present","matchCase":false},{"type":"equals","key":"TAXON_KEY","value":"6","matchCase":false},{"type":"equals","key":"GADM_GID","value":"USA.7_1","matchCase":false},{"type":"and","predicates":[{"type":"greaterThanOrEquals","key":"YEAR","value":"1900","matchCase":false},{"type":"lessThanOrEquals","key":"YEAR","value":"2025","matchCase":false}]}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009736-250426092105405/datasets/export for details.
DOI: 10.15468/dl.3q53r4
title: Occurrence Download

description: A dataset containing 972 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Observation, Human Observation, Machine Observation, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Monopis laevigella (Denis & Schiff., 1775)"
 ]
}

 The dataset includes 972 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009737-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15298009
title: Refined Deep-SAR Oil Spill (SOS) dataset

description: This is the improved version of the Deep-SAR Oil Spill (SOS) datase [1]. To enhance training data quality, segmentation masks with significant annotation errors were manually corrected. Approximately 38% of the training masks and 50% of the validation masks were revised based on visual inspection and annotation consistency. These refinements aimed to reduce label noise and improve model performance during training and evaluation.

[1] Q. Zhu, Y. Zhang, Z. Li, X. Yan, Q. Guan, Y. Zhong,  L. Zhang, and D. Li, “Oil Spill Contextual and Boundary-Supervised Detection Network Based on Marine SAR Images,” IEEE Transactions on Geoscience and Remote Sensing, 2021.DOI: 10.1109/TGRS.2021.3115492
DOI: 10.5281/zenodo.15298010
title: Refined Deep-SAR Oil Spill (SOS) dataset

description: This is the improved version of the Deep-SAR Oil Spill (SOS) datase [1]. To enhance training data quality, segmentation masks with significant annotation errors were manually corrected. Approximately 38% of the training masks and 50% of the validation masks were revised based on visual inspection and annotation consistency. These refinements aimed to reduce label noise and improve model performance during training and evaluation.

[1] Q. Zhu, Y. Zhang, Z. Li, X. Yan, Q. Guan, Y. Zhong,  L. Zhang, and D. Li, “Oil Spill Contextual and Boundary-Supervised Detection Network Based on Marine SAR Images,” IEEE Transactions on Geoscience and Remote Sensing, 2021.DOI: 10.1109/TGRS.2021.3115492
DOI: 10.5281/zenodo.15316457
title: sechiopsis_triqueter_spades_01.fasta.gz
DOI: 10.5281/zenodo.15316458
title: sechiopsis_triqueter_spades_01.fasta.gz
DOI: 10.5281/zenodo.15316437
title: rytidostylis_ciliata_spades_01.fasta.gz
DOI: 10.5281/zenodo.15316438
title: rytidostylis_ciliata_spades_01.fasta.gz
DOI: 10.15468/dl.es652x
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Aeluropus sinensis (Debeaux) Tzvelev",
 "Year 2000-2025"
 ]
}

 The dataset includes 7 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009738-250426092105405/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.28777961.v1
title: Supplemental material-NVPP_252910462.docx

description: Supplemental material-NVPP
DOI: 10.15468/dl.e8ay9n
title: Occurrence Download

description: A dataset containing 5378 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Observation, Human Observation, Machine Observation, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Pasiphila rectangulata (Linnaeus, 1758)"
 ]
}

 The dataset includes 5378 records from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009739-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/ztbuho
title: Royal Netherlands Institute for Sea Research (NIOZ) - Kom Fyke Mokbaai

description: The Royal Netherlands Institute for Sea Research (NIOZ) started kom fishing near Texel in the Netherlands in 1959. The main benefits were the insight in the occurrence and the abundance of the various species, the collection of undamaged live fish for experiments at both the Zoological Station and the various universities and the provision of food for the experiments with seals at the Texels Museum (nowadays Ecomare).

From 1960 onwards, kom fyke fishing has been continued without any changes in methodology. During the period 1960 – 1974 fishing occurred with different types of nets at various locations. From 1974 onwards fishing was restricted to one kom-fyke in the Mokbaai during the period March-October. From the start, all individuals were identified and counted and from 1971 onwards, in addition all individuals were measured once every two weeks and from the mid 70-ties all individuals caught were counted and measured on a daily basis.
DOI: 10.60875/ppna-a328
title: Baird TV Factory Photo Albums

description: 94 images from digitised photo albums
DOI: 10.5281/zenodo.15316363
title: Mantle Transition Zone beneath Hainan Island and Its Surrounding Areas Revealed by Receiver Function Analysis

description: Folder:RFresult/  all of the receiver functions we used in this study. 

Files:1. RFevlist.lst: Teleseismic events uesd in this study.2. staHNV-132.lst: Broadband seismic stations used in this study.3. good_410_660_1D_IASP91.lst: The depths of the D410 and D660, and MTZ thickness derived by 1D IASP91 model in bins. This table shows the results of D410 and D660 depths in bins have more than 80 RFs and positive amplitudes with lower boundaries at the 95% confidence intervals above zero from bootstrapping method.4. good_410_660_3D_FWEA18.lst: The depths of the D410 and D660, and MTZ thickness derived by 3D FWEA18 model in bins. This table shows the results of D410 and D660 depths in bins have more than 80 RFs and positive amplitudes with lower boundaries at the 95% confidence intervals above zero from bootstrapping method.5. good_410_660_3D_EARA2024.lst: The depths of the D410 and D660, and MTZ thickness derived by 3D EARA2024 model in bins. This table shows the results of D410 and D660 depths in bins have more than 80 RFs and positive amplitudes with lower boundaries at the 95% confidence intervals above zero from bootstrapping method.
DOI: 10.5281/zenodo.15316364
title: Mantle Transition Zone beneath Hainan Island and Its Surrounding Areas Revealed by Receiver Function Analysis

description: Folder:RFresult/  all of the receiver functions we used in this study. 

Files:1. RFevlist.lst: Teleseismic events uesd in this study.2. staHNV-132.lst: Broadband seismic stations used in this study.3. good_410_660_1D_IASP91.lst: The depths of the D410 and D660, and MTZ thickness derived by 1D IASP91 model in bins. This table shows the results of D410 and D660 depths in bins have more than 80 RFs and positive amplitudes with lower boundaries at the 95% confidence intervals above zero from bootstrapping method.4. good_410_660_3D_FWEA18.lst: The depths of the D410 and D660, and MTZ thickness derived by 3D FWEA18 model in bins. This table shows the results of D410 and D660 depths in bins have more than 80 RFs and positive amplitudes with lower boundaries at the 95% confidence intervals above zero from bootstrapping method.5. good_410_660_3D_EARA2024.lst: The depths of the D410 and D660, and MTZ thickness derived by 3D EARA2024 model in bins. This table shows the results of D410 and D660 depths in bins have more than 80 RFs and positive amplitudes with lower boundaries at the 95% confidence intervals above zero from bootstrapping method.
DOI: 10.15468/aa9jxr
title: University of Amsterdam (NL) - Páramo pollen reference collection

description: Pollen samples from Páramo plants collected by A.M. Cleef and from various herbaria. The collection is used as a reference collection for palynological research.
DOI: 10.15468/dl.4xd6wy
title: Occurrence Download

description: A dataset containing 2114 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Observation, Human Observation, Machine Observation, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Schrankia costaestrigalis (Stephens, 1834)"
 ]
}

 The dataset includes 2114 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009741-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k6axt9
title: Occurrence Download

description: A dataset containing 4845 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Vascular plants of the Valleys of Hell, Danniye-Akkar, Lebanon, 2019"
 ]
}

 The dataset includes 4845 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009742-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/p8k2lm
title: University of Amsterdam (NL) - Páramo Vegetation Research, Bordoncillo - Nariño, Colombia

description: The Institute for Biodiversity and Ecosystem Dynamics (IBED) from University of Amsterdam (UvA) has been working on the Paramos of Colombia since 1970, collecting information on different aspects of plant ecology.

The Bordoncillo dataset is generated from a part of a study from Orlando Rangel, done in 1987 about the paramo vegetation of the volcanos of the Nariño province. The vegetation in Bordoncillo groups shrubs with plant rosettes (frailejonal) of the Ugno myricoides-Espeletetium hartwegianae association.

This is a small data set which provides information on the occurrence and location of 51 plant species from the Paramo in this area. 

For the purpose of the GBIF data-publishing, vegetation releve data were converted into species occurrence data.
DOI: 10.5281/zenodo.15316429
title: Interest_Self Efficacy_Performance_solving Fermi problems

description: Data for the paper "Should I experiment or ask AI? Effect of setting on pre-service teachers’ performance, interest and self-efficacy in solving modelling problems"
DOI: 10.5281/zenodo.15316430
title: Interest_Self Efficacy_Performance_solving Fermi problems

description: Data for the paper "Should I experiment or ask AI? Effect of setting on pre-service teachers’ performance, interest and self-efficacy in solving modelling problems"
DOI: 10.5281/zenodo.14894820
title: Dataset of the paper: "Molecular systematics of the enigmatic dwarf gecko Lygodactylus ornatus and description of a new species of the L. verticillatus group from the North West of Madagascar"

description: Data and supplementary materials of the paper:

Molecular systematics of the enigmatic dwarf gecko Lygodactylus ornatus and description of a new species of the L. verticillatus group from the North West of Madagascar

by ANDOLALAO RAKOTOARISON, SVEN GIPPNER, MALTE MULTZSCH, AURÉLIEN MIRALLES, DELINA RAZAFIMANAFO, ALIDA HASINIAINA, FRANK GLAW & MIGUEL VENCES

Includes original DNA alignments and tree files
DOI: 10.5281/zenodo.14894821
title: Dataset of the paper: "Molecular systematics of the enigmatic dwarf gecko Lygodactylus ornatus and description of a new species of the L. verticillatus group from the North West of Madagascar"

description: Data and supplementary materials of the paper:

Molecular systematics of the enigmatic dwarf gecko Lygodactylus ornatus and description of a new species of the L. verticillatus group from the North West of Madagascar

by ANDOLALAO RAKOTOARISON, SVEN GIPPNER, MALTE MULTZSCH, AURÉLIEN MIRALLES, DELINA RAZAFIMANAFO, ALIDA HASINIAINA, FRANK GLAW & MIGUEL VENCES

Includes original DNA alignments and tree files
DOI: 10.15468/dl.5et375
title: Occurrence Download

description: A dataset containing 3080 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Observation, Human Observation, Machine Observation, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Sialis lutaria (Linnaeus, 1758)"
 ]
}

 The dataset includes 3080 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009743-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dkyhj2
title: Occurrence Download

description: A dataset containing 644856 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Machine Observation, Observation)",
 "Geometry POLYGON((-0.26854 52.98713,-2.36178 52.95938,-0.07209 50.31161,0.09267 50.3184,0.92068 50.66956,1.27634 50.87354,-0.26854 52.98713))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is one of (April, May, June)",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves",
 "Year 2000-2015"
 ]
}

 The dataset includes 644856 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009708-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xg23tu
title: Occurrence Download

description: A dataset containing 5345 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Observation, Human Observation, Machine Observation, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Lagria hirta (Linnaeus, 1758)"
 ]
}

 The dataset includes 5345 records from 111 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009745-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k3fxv9
title: Occurrence Download

description: A dataset containing 500904 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Papua New Guinea",
 "Geometry POLYGON((136.97561 -9.48133,145.05927 -9.48133,145.05927 -1.63464,136.97561 -1.63464,136.97561 -9.48133))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 1000-2025"
 ]
}

 The dataset includes 500904 records from 410 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009704-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rj7efr
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"BASIS_OF_RECORD","value":"PRESERVED SPECIMEN","matchCase":false},{"type":"and","predicates":[{"type":"greaterThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000.0","matchCase":false},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000.0","matchCase":false}]},{"type":"equals","key":"HAS_COORDINATE","value":"True","matchCase":false},{"type":"equals","key":"HAS_GEOSPATIAL_ISSUE","value":"True","matchCase":false},{"type":"equals","key":"OCCURRENCE_STATUS","value":"present","matchCase":false},{"type":"equals","key":"TAXON_KEY","value":"6","matchCase":false},{"type":"equals","key":"GADM_GID","value":"USA.7_1","matchCase":false},{"type":"and","predicates":[{"type":"greaterThanOrEquals","key":"YEAR","value":"1900","matchCase":false},{"type":"lessThanOrEquals","key":"YEAR","value":"2025","matchCase":false}]}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009744-250426092105405/datasets/export for details.
DOI: 10.5281/zenodo.15316506
title: thladiantha_hookeri_spades_01.fasta.gz
DOI: 10.5281/zenodo.15316507
title: thladiantha_hookeri_spades_01.fasta.gz
DOI: 10.4121/b2cb872d-06c0-4938-8225-a84957efae70
title: Data supporting the analysis of sequencing data for identification of lactic acid bacteria (LAB) and yeast species in traditionally fermented maize ogi, part of the research " Traditional maize ogi production and the assessment of selected species for the development of a starter culture "

description: Raw data related to Sanger sequencing of the genomic DNA of 105 LAB and 71 yeasts isolated from traditionally fermented maize starch called “<em>ogi</em>” in Benin, and results of the sequence alignments after blasting using the NCBI Nucleotide collection (nt) database. The sequences and sequence alignment results are labelled “B1” to “B105” for LAB, and “Y1” to “Y71” for yeasts. Samples of maize starch slurry were obtained from traditional processors in five municipalities in Southern Benin. LAB and yeasts were isolated after 6 - 24 h of fermentation of the maize starch slurry. Sanger sequencing was performed via the TubeSeq service of Eurofins Genomics (the Netherlands) after colony-PCR implemented using PCRBIO HS VeriFi™ Polymerase to amplify the regions V3/V4 of the 16S rRNA encoding genes for the LAB isolates, and the region ITS1 rRNA for the yeast isolates. The section of the sequences containing “A”, “G”, “C” and “T” nucleotides were copied, avoiding non-templated nucleotides (“N”) as much as possible. The best fitting scientific name for the sequences producing significant alignments with a percentage of identification above 90% was selected.
DOI: 10.4121/b2cb872d-06c0-4938-8225-a84957efae70.v1
title: Data supporting the analysis of sequencing data for identification of lactic acid bacteria (LAB) and yeast species in traditionally fermented maize ogi, part of the research " Traditional maize ogi production and the assessment of selected species for the development of a starter culture "

description: Raw data related to Sanger sequencing of the genomic DNA of 105 LAB and 71 yeasts isolated from traditionally fermented maize starch called “<em>ogi</em>” in Benin, and results of the sequence alignments after blasting using the NCBI Nucleotide collection (nt) database. The sequences and sequence alignment results are labelled “B1” to “B105” for LAB, and “Y1” to “Y71” for yeasts. Samples of maize starch slurry were obtained from traditional processors in five municipalities in Southern Benin. LAB and yeasts were isolated after 6 - 24 h of fermentation of the maize starch slurry. Sanger sequencing was performed via the TubeSeq service of Eurofins Genomics (the Netherlands) after colony-PCR implemented using PCRBIO HS VeriFi™ Polymerase to amplify the regions V3/V4 of the 16S rRNA encoding genes for the LAB isolates, and the region ITS1 rRNA for the yeast isolates. The section of the sequences containing “A”, “G”, “C” and “T” nucleotides were copied, avoiding non-templated nucleotides (“N”) as much as possible. The best fitting scientific name for the sequences producing significant alignments with a percentage of identification above 90% was selected.