cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15156/bio/sh0213068.10fu
title: SH0213068.10FU

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/sh0213069.10fu
title: SH0213069.10FU

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/sh0213070.10fu
title: SH0213070.10FU

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/sh0213071.10fu
title: SH0213071.10FU

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/sh0213072.10fu
title: SH0213072.10FU

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/sh0213073.10fu
title: SH0213073.10FU

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: 10.15468/dl.mf68vq
title: Occurrence Download

description: A dataset containing 262 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Caulerpa taxifolia (M.Vahl) C.Agardh",
 "Country is Australia",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 262 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001188-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7yk4av
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acrodontium luzulae Videira & Crous"
 ]
}

 The dataset includes 27 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001189-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tnvaw6
title: Occurrence Download

description: A dataset containing 67 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Caulerpa taxifolia (M.Vahl) C.Agardh",
 "Country is France",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 67 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001190-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ngjetz
title: Occurrence Download

description: A dataset containing 279 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Caulerpa taxifolia (M.Vahl) C.Agardh",
 "Country is United States of America",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 279 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001191-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z6art8
title: Occurrence Download

description: A dataset containing 1516 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Ithaginis cruentus (Hardwicke, 1821)"
 ]
}

 The dataset includes 1516 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001192-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.43vr7w
title: Occurrence Download

description: A dataset containing 4265 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aspergillus penicillioides Speg."
 ]
}

 The dataset includes 4265 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001193-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/xy7s-fv68
title: Mining Traffic

description: The mining traffic dataset is primarily used for research and analysis of network traffic associated with cryptocurrency mining activities. It can be employed for detecting malicious traffic, analyzing network behavior, classifying and labeling traffic for machine learning model training, optimizing network performance, monitoring unauthorized mining activities, and improving cybersecurity by helping identify and mitigate mining-related threats. This dataset enhances the understanding of mining traffic patterns and strengthens the capability of detection and defense systems against such activities.
DOI: 10.15468/dl.j5rn43
title: Occurrence Download

description: A dataset containing 185840 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Ochrophyta",
 "Year 2022-2023"
 ]
}

 The dataset includes 185840 records from 199 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001180-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ea9mua
title: Occurrence Download

description: A dataset containing 2065 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cenchrus setaceus (Forssk.) Morrone",
 "Country is Spain",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 2065 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001194-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ahfdck
title: Occurrence Download

description: A dataset containing 1276 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Centaurea calcitrapa L.",
 "Country is United States of America",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 1276 records from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001195-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pzwsmk
title: Occurrence Download

description: A dataset containing 2483 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aspergillus ruber (Jos.König, Spieck. & W.Bremer) Thom & Church"
 ]
}

 The dataset includes 2483 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001196-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5519/qd.8ff2xmqn
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (61952 records)
DOI: 10.15468/dl.acbmrz
title: Occurrence Download

description: A dataset containing 819 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Centaurea diffusa Lam.",
 "Country is Canada",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 819 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001197-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.97grah
title: Occurrence Download

description: A dataset containing 3074 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Centaurea diffusa Lam.",
 "Country is United States of America",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 3074 records from 123 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001198-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9s9hu6
title: Occurrence Download

description: A dataset containing 8382 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aureobasidium pullulans (de Bary & Löwenthal) G.Arnaud"
 ]
}

 The dataset includes 8382 records from 112 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001199-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cqnjr9
title: Occurrence Download

description: A dataset containing 1059 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Botrytis caroliniana Xing P.Li & G.Schnabel"
 ]
}

 The dataset includes 1059 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001201-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.abv35h
title: Occurrence Download

description: A dataset containing 9215 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Centaurea solstitialis L.",
 "Country is United States of America",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 9215 records from 136 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001200-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yxvr9f
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chasmanthe bicolor (Gasp.) N.E.Br.",
 "Country is France",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 36 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001203-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.smuj2y
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Catenulostroma hermanusense Crous"
 ]
}

 The dataset includes 41 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001202-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14890903
title: Supporting Data and Code for "From Crisis to Algorithm: Credit Delinquency Prediction in Peru under Critical External Factors Using Machine Learning"

description: Title: Supporting Data and Code for "From Crisis to Algorithm: Credit Delinquency Prediction in Peru under Critical External Factors Using Machine Learning"

Description:This repository contains the supporting materials for the research article "From Crisis to Algorithm: Credit Delinquency Prediction in Peru under Critical External Factors Using Machine Learning". The dataset includes credit risk records, external factors data (COVID-19 cases, climate anomalies, social unrest), and processed features used in machine learning models. Additionally, the repository provides the Python scripts, Jupyter notebooks, and statistical analysis tools employed for data preprocessing, model training, evaluation, and explainability (SHAP, LIME). Key result files, figures, and supplementary materials are also included to ensure full reproducibility of the findings.

Keywords: credit risk, machine learning, external factors, COVID-19, climate change, social unrest, financial modeling, data science
DOI: 10.5281/zenodo.14890902
title: Supporting Data and Code for "From Crisis to Algorithm: Credit Delinquency Prediction in Peru under Critical External Factors Using Machine Learning"

description: Title: Supporting Data and Code for "From Crisis to Algorithm: Credit Delinquency Prediction in Peru under Critical External Factors Using Machine Learning"

Description:This repository contains the supporting materials for the research article "From Crisis to Algorithm: Credit Delinquency Prediction in Peru under Critical External Factors Using Machine Learning". The dataset includes credit risk records, external factors data (COVID-19 cases, climate anomalies, social unrest), and processed features used in machine learning models. Additionally, the repository provides the Python scripts, Jupyter notebooks, and statistical analysis tools employed for data preprocessing, model training, evaluation, and explainability (SHAP, LIME). Key result files, figures, and supplementary materials are also included to ensure full reproducibility of the findings.

Keywords: credit risk, machine learning, external factors, COVID-19, climate change, social unrest, financial modeling, data science
DOI: 10.15468/dl.s96atg
title: Occurrence Download

description: A dataset containing 453 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "Country is one of (Italy, Hungary, Switzerland, Germany, Austria, Spain)",
 "DatasetKey is Snow Entomological Museum Collection",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year 1868-1940"
 ]
}

 The dataset includes 453 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001205-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14910415
title: clarias_gabonensis_spades_01.fasta.gz
DOI: 10.5281/zenodo.14910416
title: clarias_gabonensis_spades_01.fasta.gz
DOI: 10.15468/dl.pcsd3c
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Citharexylum gentryi Moldenke",
 "Country is Ecuador",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 39 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001206-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8wxvyh
title: Occurrence Download

description: A dataset containing 508 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cladosporium halotolerans Zalar, de Hoog & Gunde-Cim."
 ]
}

 The dataset includes 508 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001207-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8nrk39
title: Occurrence Download

description: A dataset containing 986 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Clidemia hirta (L.) D.Don",
 "Country is Réunion",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 986 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001208-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ecbsmb
title: Occurrence Download

description: A dataset containing 1858 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Spondias tuberosa Arruda"
 ]
}

 The dataset includes 1858 records from 129 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001209-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n5a4bb
title: Occurrence Download

description: A dataset containing 4511 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Colocasia esculenta (L.) Schott",
 "Country is United States of America",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 4511 records from 79 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001211-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ykhkgy
title: Occurrence Download

description: A dataset containing 470 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Coniochaeta deborreae Hern.-Restr."
 ]
}

 The dataset includes 470 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001210-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6txejn
title: Occurrence Download

description: A dataset listing the 11630 species recorded in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Machine Observation)",
 "Country is Türkiye",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 1995-2025"
 ]
}

 The dataset's 11630 records were derived from 108 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001204-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dxfxz4
title: Occurrence Download

description: A dataset containing 121 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is one of (Lilium davidii Duch. ex Elwes, Lilium brownii var. viridulum Baker)",
 "Year 1970-2000"
 ]
}

 The dataset includes 121 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001212-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.