cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15156/bio/sh0208720.10fu
title: SH0208720.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh0208721.10fu
title: SH0208721.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh0208722.10fu
title: SH0208722.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.5281/zenodo.7451689
title: High-resolution IMERG satellite precipitation data data (1km) in Iberia Peninsula

description: In summary, the SMPD method with the use of surface water balance principle has a solider physical basis than previous downscaling methods. Through introducing SSM as an auxiliary variable, the impact of inherent bias in satellite estimates on the downscaled results can be moderately reduced compared to the conventional statistical method. The validation with rain gauge data highlights the importance of SSM as a fully independent source of information that can be effectively used for downscaling coarse-resolution precipitation at a daily scale, which is rarely conducted in current related studies.

He, K., Zhao, W., Brocca, L., and Quintana-Seguí, P.: SMPD: a soil moisture-based precipitation downscaling method for high-resolution daily satellite precipitation estimation, Hydrol. Earth Syst. Sci., 27, 169–190, https://doi.org/10.5194/hess-27-169-2023, 2023.
DOI: 10.5281/zenodo.7451690
title: High-resolution IMERG satellite precipitation data data (1km) in Iberia Peninsula

description: In summary, the SMPD method with the use of surface water balance principle has a solider physical basis than previous downscaling methods. Through introducing SSM as an auxiliary variable, the impact of inherent bias in satellite estimates on the downscaled results can be moderately reduced compared to the conventional statistical method. The validation with rain gauge data highlights the importance of SSM as a fully independent source of information that can be effectively used for downscaling coarse-resolution precipitation at a daily scale, which is rarely conducted in current related studies.

He, K., Zhao, W., Brocca, L., and Quintana-Seguí, P.: SMPD: a soil moisture-based precipitation downscaling method for high-resolution daily satellite precipitation estimation, Hydrol. Earth Syst. Sci., 27, 169–190, https://doi.org/10.5194/hess-27-169-2023, 2023.
DOI: 10.15468/dl.bfxbh2
title: Occurrence Download

description: A dataset containing 3761 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Mountain Invasion Research Network (MIREN) survey"
 ]
}

 The dataset includes 3761 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075612-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13347489
title: Dataset manuscript

description: Dataset manuscript
DOI: 10.5281/zenodo.8070171
title: Dataset manuscript

description: Dataset manuscript
DOI: 10.5281/zenodo.8070172
title: Dataset manuscript

description: Dataset manuscript
DOI: 10.15468/dl.8tubp4
title: Occurrence Download

description: A dataset containing 184 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "MULTIPOLYGON (((143.743156 -36.946171, 143.745402 -36.946171, 143.745402 -36.950663, 143.749893 -36.950663, 143.749893 -36.946171, 143.761122 -36.946171, 143.761122 -36.950663, 143.765614 -36.950663, 143.765614 -36.955154, 143.770105 -36.955154, 143.770105 -36.952909, 143.774597 -36.952909, 143.774597 -36.943925, 143.776843 -36.943925, 143.776843 -36.94168, 143.770105 -36.94168, 143.770105 -36.943925, 143.743156 -36.943925, 143.743156 -36.946171)), ((143.743156 -36.946171, 143.738664 -36.946171, 143.738664 -36.948417, 143.734173 -36.948417, 143.734173 -36.950663, 143.743156 -36.950663, 143.743156 -36.946171)))"
 ]
}

 The dataset includes 184 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075614-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6dkddm
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Rhododendron mayebarae Nakai & H.Hara"
 ]
}

 The dataset includes 30 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075616-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7tyf77
title: Occurrence Download

description: A dataset containing 949 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Georgia",
 "DatasetKey is Observation.org, Nature data from around the World",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset includes 949 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075617-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6wd4up
title: Occurrence Download

description: A dataset containing 8752 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gomphus graslinii Rambur, 1842"
 ]
}

 The dataset includes 8752 records from 249 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075618-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6vth5r
title: Occurrence Download

description: A dataset containing 1137 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Leucogeranus leucogeranus (Pallas, 1773)"
 ]
}

 The dataset includes 1137 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075619-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6fcxr9
title: Occurrence Download

description: A dataset containing 1175 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "PublishingOrg is one of (6567af74-d231-4588-a123-5d0b7a095fda, b554c320-0560-11d8-b851-b8a03c50a862, 927f1e70-cf74-11d8-bf68-b8a03c50a862, ae447c50-b8a8-11d8-92a4-b8a03c50a862, df281c91-b391-4154-8cf9-5185d4e6715f, 4cadac10-3e7b-11d9-8439-b8a03c50a862, 7b8aff00-a9f8-11d8-944b-b8a03c50a862, 36488347-eceb-40ed-b687-406f3601d8cb)",
 "TaxonKey is Asclepias speciosa Torr."
 ]
}

 The dataset includes 1175 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075620-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ac5qp2
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((142.741529 -36.950663, 142.741529 -36.952909, 142.743775 -36.952909, 142.743775 -36.950663, 142.741529 -36.950663))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075621-240626123714530/datasets/export for details.
DOI: 10.15468/dl.qrpj9a
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "MULTIPOLYGON (((144.419141 -36.950663, 144.419141 -36.952909, 144.423633 -36.952909, 144.423633 -36.950663, 144.419141 -36.950663)), ((144.423633 -36.952909, 144.423633 -36.955154, 144.425879 -36.955154, 144.425879 -36.952909, 144.423633 -36.952909)))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075622-240626123714530/datasets/export for details.
DOI: 10.15468/dl.6z9cng
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "MULTIPOLYGON (((144.625755 -36.952909, 144.625755 -36.955154, 144.628001 -36.955154, 144.628001 -36.952909, 144.625755 -36.952909)), ((144.628001 -36.955154, 144.628001 -36.959646, 144.632492 -36.959646, 144.632492 -36.955154, 144.628001 -36.955154)))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075625-240626123714530/datasets/export for details.
DOI: 10.15468/dl.hpa3kd
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Micromelalopha sieversi Marumo, 1920"
 ]
}

 The dataset includes 38 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075626-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2keq6v
title: Occurrence Download

description: A dataset containing 565 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Andrographis paniculata (Burm.fil.) Nees",
 "Year 2000-2024"
 ]
}

 The dataset includes 565 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075627-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.axm9gx
title: Occurrence Download

description: A dataset containing 8255 species occurrences available in GBIF matching the query:
{
 "and" : [
 "PublishingOrg is e2e717bf-551a-4917-bdc9-4fa0f342c530",
 "TaxonKey is Lyncornis macrotis (Vigors, 1831)"
 ]
}

 The dataset includes 8255 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075628-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rtu7s4
title: Occurrence Download

description: A dataset containing 69276 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Georgia",
 "Geometry POLYGON((24.83723 35.24421,61.16277 35.24421,61.16277 49.75579,24.83723 49.75579,24.83723 35.24421))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 69276 records from 144 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075623-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tjajax
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((144.825631 -36.955154, 144.825631 -36.959646, 144.830123 -36.959646, 144.830123 -36.955154, 144.825631 -36.955154))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075629-240626123714530/datasets/export for details.
DOI: 10.15468/dl.xfdfx3
title: Occurrence Download

description: A dataset containing 15387 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "PublishingOrg is e2e717bf-551a-4917-bdc9-4fa0f342c530",
 "TaxonKey is Ketupa zeylonensis (J.F.Gmelin, 1788)"
 ]
}

 The dataset includes 15387 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075630-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25345/c5zp3wb8b
title: MassIVE MSV000095650 - Malondialdehyde-modified High-Density Lipoproteins (MDA-HDL) along with a novel signature of blood biomarkers reflect vascular inflammation and plaque instability
title: Inflammation is the central player in triggering plaque rupture and adverse cardiovascular in atherosclerosis patients. However, accurate identification of high-risk individuals in preventative cardiology has remained elusive. Here, we studied a cohort of atherosclerosis patients that underwent surgical femoral endarterectomy. By performing a comprehensive analysis of patient clinical data, inflammatory markers in the serum, and the mass spectrometric analysis of the proteome of circulating high-density lipoproteins (HDL) with the histological features and the proteome of the artery plaques, we found markers indicative to infection/inflammation-related plaque instability. An increase in malondialdehyde-modified HDL coupled with a reduction in HDL-associated complement regulatory protein factor H strongly correlated with changes in plaque-specific calcification and expression of key components of the plaque extracellular matrix. Our data suggest that complement regulation and immune defense play a major role in HDL anti-atherogenic properties and that the novel signature of inflammatory markers could be used in diagnosis of high-risk cardiovascular disease.
DOI: 10.15468/dl.bbq29d
title: Occurrence Download

description: A dataset containing 512 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "OccurrenceStatus is Present",
 "TaxonKey is Xenopus poweri Hewitt, 1927"
 ]
}

 The dataset includes 512 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075632-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fgbr29
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((145.072669 -36.955154, 145.072669 -36.959646, 145.07716 -36.959646, 145.07716 -36.955154, 145.072669 -36.955154))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075633-240626123714530/datasets/export for details.
DOI: 10.34740/kaggle/dsv/9208984
title: AutoXGB
DOI: 10.15468/dl.ymtfm2
title: Occurrence Download

description: A dataset containing 39446 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "Geometry POLYGON((3.40251 43.42326,4.25681 43.42326,4.25681 43.92751,3.40251 43.92751,3.40251 43.42326))",
 "HasGeospatialIssue is false",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 39446 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075631-240626123714530/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/9208985
title: OnlineFree
DOI: 10.34740/kaggle/dsv/9208966
title: Health Workforce Shortage Areas
DOI: 10.15468/dl.7pevv4
title: Occurrence Download

description: A dataset containing 8146 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantae",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Country is Germany",
 "DecimalLongitude is greater than or equal to 7.60415620873624",
 "DecimalLongitude is less than 7.60721576192064",
 "DecimalLatitude is greater than or equal to 47.27011",
 "DecimalLatitude is less than or equal to 55.05864"
 ]
}

 The dataset includes 8146 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005352-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xl8mgy
title: Occurrence Download

description: A dataset containing 96 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Salvia gesneriflora Lindl. & Paxton",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((-126.69 13.52,-126.69 43.73,-71.59 43.73,-71.59 13.52,-126.69 13.52))"
 ]
}

 The dataset includes 96 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006320-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ceuypf
title: Occurrence Download

description: A dataset containing 10804861 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Occurrence evidence",
 "Year 1987-2020"
 ]
}

 The dataset includes 10804861 records from 984 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059343-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dvq9cc
title: Occurrence Download

description: A dataset containing 13995 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erucastrum nasturtiifolium (Poir.) O.E.Schulz"
 ]
}

 The dataset includes 13995 records from 174 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0117271-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yt7dsk
title: Occurrence Download

description: A dataset containing 10804861 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Occurrence evidence",
 "Year 1987-2020"
 ]
}

 The dataset includes 10804861 records from 984 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059342-231120084113126/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/14350452
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.trgexy
title: Occurrence Download

description: A dataset containing 7967 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Colecção Entomológica do Museu de História Natural de Maputo"
 ]
}

 The dataset includes 7967 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069603-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d6qpxg
title: Occurrence Download

description: A dataset listing the 441 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Colecção Entomológica do Museu de História Natural de Maputo"
 ]
}

 The dataset's 441 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069602-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15524453
title: DNA sequences raw data

description: 16SrDNA raw data

MLST Fasta_by_genus_concatened sequences 

MLST Fasta_by_strain_concatened sequences
DOI: 10.5281/zenodo.15524452
title: DNA sequences raw data

description: 16SrDNA raw data

MLST Fasta_by_genus_concatened sequences 

MLST Fasta_by_strain_concatened sequences
DOI: 10.5281/zenodo.18094708
title: Empirical Dataset for ECM/DCM: Spatiotemporal Metadata and Field Logs (v1.0)

description: Abstract: This dataset, Empirical Dataset for ECM/DCM: Spatiotemporal Metadata and Field Logs, contains the raw evidence and high-precision spatial records derived from the implementation of the Equitable Collaboration Method (ECM) and Deep Collaboration Methodology (DCM). It serves as the empirical foundation for documenting recursive Human-AI symbiosis across various academic and urban high-stress environments.



Access Conditions for Restricted Files: Due to the sensitive nature of precise GPS metadata and interviewee privacy, the full dataset (Table 1) is restricted. Interested researchers are invited to request access through the Zenodo "Request Access" button or by contacting the author at fanchenchieh1976@gmail.com. Please include your institutional affiliation and a brief statement of research intent.