cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.pd9abm
title: Occurrence Download

description: A dataset containing 59347 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Triturus cristatus (Laurenti, 1768)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018"
 ]
}

 The dataset includes 59347 records from 392 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034644-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.67j523
title: Occurrence Download

description: A dataset containing 799 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Triturus carnifex (Laurenti, 1768)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018"
 ]
}

 The dataset includes 799 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034645-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4th9dv
title: Occurrence Download

description: A dataset containing 2873743 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lepidoptera",
 "DatasetKey is iNaturalist Research-grade Observations",
 "Country is United States of America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "EventDate is greater than or equal to 2020-01-01",
 "EventDate is less than or equal to 2024-04-30",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 2873743 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034639-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.39zqef
title: Occurrence Download

description: A dataset containing 2624 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Salamandra atra Laurenti, 1768",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018"
 ]
}

 The dataset includes 2624 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034646-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10611634
title: IDNet: A Novel Dataset for Identity Document Analysis and Fraud Detection (part 1)

description: This is part 1 of the IDNet dataset of our research paper "IDNet: A Novel Dataset for Identity Document Analysis and Fraud Detection". Here's a link to the paper: https://arxiv.org/pdf/2408.01690

Citation:

@article{guan2024idnet,  title={IDNet: A Novel Dataset for Identity Document Analysis and Fraud Detection},  author={Guan, Hong and Wang, Yancheng and Xie, Lulu and Nag, Soham and Goel, Rajeev and Swamy, Niranjan Erappa Narayana and Yang, Yingzhen and Xiao, Chaowei and Prisby, Jonathan and Maciejewski, Ross and Zou, Jia},  journal={arXiv preprint arXiv:2408.01690},  year={2024}}
DOI: 10.5281/zenodo.13852207
title: IDNet: A Novel Dataset for Identity Document Analysis and Fraud Detection (part 1)

description: This is part 1 of the IDNet dataset of our research paper "IDNet: A Novel Dataset for Identity Document Analysis and Fraud Detection". Here's a link to the paper: https://arxiv.org/pdf/2408.01690

Citation:

@article{guan2024idnet,  title={IDNet: A Novel Dataset for Identity Document Analysis and Fraud Detection},  author={Guan, Hong and Wang, Yancheng and Xie, Lulu and Nag, Soham and Goel, Rajeev and Swamy, Niranjan Erappa Narayana and Yang, Yingzhen and Xiao, Chaowei and Prisby, Jonathan and Maciejewski, Ross and Zou, Jia},  journal={arXiv preprint arXiv:2408.01690},  year={2024}}
DOI: 10.15468/dl.ytjytw
title: Occurrence Download

description: A dataset containing 3987 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bombina bombina (Linnaeus, 1761)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018"
 ]
}

 The dataset includes 3987 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034647-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10570393
title: IDNet: A Novel Dataset for Identity Document Analysis and Fraud Detection (part 2)

description: This is part 2 of the IDNet dataset
description: Successful analysis and fraud detection of identity documents (e.g., passports, driver's licenses, and identity cards) is critical to prevent identity theft and ensure security for online platforms. We created a new benchmark dataset of identity documents to facilitate privacy-preserving fraud detection. The dataset contains 597,900 images (about 400 gigabytes) of synthetically generated identity documents, including driver licenses from 10 U.S. States and passport/ID cards from 10 European countries. 

Due to the large dataset size, we divided it into multiple parts, all available on Zenodo. Each zip file contains the original synthetic document, four fraud patterns (text field replacement, face morphing, portrait substitution, mixed fraud patterns), and metadata.

All portrait images in this dataset are synthetic and are provided by https://generated.photos/
DOI: 10.5281/zenodo.10602369
title: IDNet: A Novel Dataset for Identity Document Analysis and Fraud Detection (part 2)

description: This is part 2 of the IDNet dataset of our research paper "IDNet: A Novel Dataset for Identity Document Analysis and Fraud Detection". Here's a link to the paper: https://arxiv.org/pdf/2408.01690

Citation:

@article{guan2024idnet,  title={IDNet: A Novel Dataset for Identity Document Analysis and Fraud Detection},  author={Guan, Hong and Wang, Yancheng and Xie, Lulu and Nag, Soham and Goel, Rajeev and Swamy, Niranjan Erappa Narayana and Yang, Yingzhen and Xiao, Chaowei and Prisby, Jonathan and Maciejewski, Ross and Zou, Jia},  journal={arXiv preprint arXiv:2408.01690},  year={2024}}
description: Successful analysis and fraud detection of identity documents (e.g., passports, driver's licenses, and identity cards) is critical to prevent identity theft and ensure security for online platforms. We created a new benchmark dataset of identity documents to facilitate privacy-preserving fraud detection. The dataset contains 597,900 images (about 400 gigabytes) of synthetically generated identity documents, including driver licenses from 10 U.S. States and passport/ID cards from 10 European countries. 

Due to the large dataset size, we divided it into multiple parts, all available on Zenodo. Each zip file contains the original synthetic document, four fraud patterns (text field replacement, face morphing, portrait substitution, mixed fraud patterns), and metadata.

All portrait images in this dataset are synthetic and are provided by https://generated.photos/
DOI: 10.15468/dl.syjnwa
title: Occurrence Download

description: A dataset containing 20384 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bombina variegata (Linnaeus, 1758)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018"
 ]
}

 The dataset includes 20384 records from 197 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034648-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10570622
title: IDNet: A Novel Dataset for Identity Document Analysis and Fraud Detection (part 3)

description: This is part 3 of the IDNet dataset of our research paper "IDNet: A Novel Dataset for Identity Document Analysis and Fraud Detection". Here's a link to the paper: https://arxiv.org/pdf/2408.01690

Citation:

@article{guan2024idnet,  title={IDNet: A Novel Dataset for Identity Document Analysis and Fraud Detection},  author={Guan, Hong and Wang, Yancheng and Xie, Lulu and Nag, Soham and Goel, Rajeev and Swamy, Niranjan Erappa Narayana and Yang, Yingzhen and Xiao, Chaowei and Prisby, Jonathan and Maciejewski, Ross and Zou, Jia},  journal={arXiv preprint arXiv:2408.01690},  year={2024}}
description: Successful analysis and fraud detection of identity documents (e.g., passports, driver's licenses, and identity cards) is critical to prevent identity theft and ensure security for online platforms. We created a new benchmark dataset of identity documents to facilitate privacy-preserving fraud detection. The dataset contains 597,900 images (about 400 gigabytes) of synthetically generated identity documents, including driver licenses from 10 U.S. States and passport/ID cards from 10 European countries. 

Due to the large dataset size, we divided it into multiple parts, all available on Zenodo. Each zip file contains the original synthetic document, four fraud patterns (text field replacement, face morphing, portrait substitution, mixed fraud patterns), and metadata.

All portrait images in this dataset are synthetic and are provided by https://generated.photos/
DOI: 10.15468/dl.3a3c5n
title: Occurrence Download

description: A dataset containing 3295 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pelobates fuscus (Laurenti, 1768)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018"
 ]
}

 The dataset includes 3295 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034649-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10573853
title: IDNet: A Novel Dataset for Identity Document Analysis and Fraud Detection (part 4)

description: This is part 4 of the IDNet dataset of our research paper "IDNet: A Novel Dataset for Identity Document Analysis and Fraud Detection". Here's a link to the paper: https://arxiv.org/pdf/2408.01690

Citation:

@article{guan2024idnet,  title={IDNet: A Novel Dataset for Identity Document Analysis and Fraud Detection},  author={Guan, Hong and Wang, Yancheng and Xie, Lulu and Nag, Soham and Goel, Rajeev and Swamy, Niranjan Erappa Narayana and Yang, Yingzhen and Xiao, Chaowei and Prisby, Jonathan and Maciejewski, Ross and Zou, Jia},  journal={arXiv preprint arXiv:2408.01690},  year={2024}}
description: Successful analysis and fraud detection of identity documents (e.g., passports, driver's licenses, and identity cards) is critical to prevent identity theft and ensure security for online platforms. We created a new benchmark dataset of identity documents to facilitate privacy-preserving fraud detection. The dataset contains 597,900 images (about 400 gigabytes) of synthetically generated identity documents, including driver licenses from 10 U.S. States and passport/ID cards from 10 European countries. 

Due to the large dataset size, we divided it into multiple parts, all available on Zenodo. Each zip file contains the original synthetic document, four fraud patterns (text field replacement, face morphing, portrait substitution, mixed fraud patterns), and metadata.

All portrait images in this dataset are synthetic and are provided by https://generated.photos/
DOI: 10.15468/dl.vyrbgp
title: Occurrence Download

description: A dataset containing 32951470 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 32951470 records from 4848 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034632-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zz2s4m
title: Occurrence Download

description: A dataset containing 651 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Actinocyclus actinochilus (Ehrenberg) Simonsen"
 ]
}

 The dataset includes 651 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035022-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mt170m
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Toxicocalamus pachysomus Kraus, 2009",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007617-160526112335914/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ch98sr
title: Occurrence Download

description: A dataset containing 7904 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Specimen"
 ]
 },
 "OccurrenceStatus is Present",
 "PublishingOrg is 2e167bb0-4441-11db-9ba2-b8a03c50a862",
 {
 "or" : [
 "TaxonKey is Chiroptera",
 "TaxonKey is Rodentia"
 ]
 }
 ]
}

 The dataset includes 7904 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016295-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hciae8
title: Occurrence Download

description: A dataset containing 4163 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bombus vagans Smith, 1854",
 "Country is United States of America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is Specimen"
 ]
}

 The dataset includes 4163 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007621-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xhc7h5
title: Occurrence Download

description: A dataset containing 1589 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Japan",
 "TaxonKey is Phyllostachys Siebold & Zucc.",
 "Year 1950-2021"
 ]
}

 The dataset includes 1589 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065894-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d9dmjn
title: Occurrence Download

description: A dataset containing 1040 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Netherlands",
 "Country is United Kingdom of Great Britain and Northern Ireland"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Engraulis encrasicolus (Linnaeus, 1758)"
 ]
}

 The dataset includes 1040 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065387-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q56xhg
title: Occurrence Download

description: A dataset containing 321 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Berberomeloe majalis (Linnaeus, 1758)"
 ]
}

 The dataset includes 321 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007621-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h9uwmt
title: Occurrence Download

description: A dataset containing 71500 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dictyota J.V.F.Lamouroux, 1809"
 ]
}

 The dataset includes 71500 records from 366 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022476-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.23ruxv
title: Occurrence Download

description: A dataset containing 637 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Specimen"
 ]
 },
 "OccurrenceStatus is Present",
 "PublishingOrg is 80c3ad34-82b5-457d-bb9b-1d6e1b84fae6",
 {
 "or" : [
 "TaxonKey is Chiroptera",
 "TaxonKey is Rodentia"
 ]
 }
 ]
}

 The dataset includes 637 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016301-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vt1ffs
title: Occurrence Download

description: A dataset containing 6345 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Netherlands",
 "Year 2010-2017",
 "DatasetKey is Dutch Vegetation Database",
 "TaxonKey is Phragmites australis (Cav.) Trin. ex Steud."
 ]
}

 The dataset includes 6345 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007625-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vadh3f
title: Occurrence Download

description: A dataset containing 62614 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepus timidus Linnaeus, 1758"
 ]
}

 The dataset includes 62614 records from 207 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022480-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f3h5q9
title: Occurrence Download

description: A dataset containing 5076 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Asio stygius (Wagler, 1832)"
 ]
}

 The dataset includes 5076 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070645-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xktvrk
title: Occurrence Download

description: A dataset containing 2167 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Mozambique Endemic and Near-Endemic Red Listed Plant Species"
 ]
}

 The dataset includes 2167 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007626-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g48jvx
title: Occurrence Download

description: A dataset containing 71500 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dictyota J.V.F.Lamouroux, 1809"
 ]
}

 The dataset includes 71500 records from 366 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022482-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2t6k4f
title: Occurrence Download

description: A dataset containing 291 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "GadmGid is CHN.6_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Platalea minor Temminck & Schlegel, 1849",
 "Year 2002-2022"
 ]
}

 The dataset includes 291 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0230067-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qk4td0
title: Occurrence Download

description: A dataset containing 23048 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Herpetology Collection"
 ]
}

 The dataset includes 23048 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007627-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aqvshv
title: Occurrence Download

description: A dataset containing 470 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Bouteloua scorpioides Lag."
 ]
}

 The dataset includes 470 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020816-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r9yuzq
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Bactrocera ochracea Drew, 1989"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017275-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dekik9
title: Occurrence Download

description: A dataset containing 5616 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Peromyscus mexicanus (Saussure, 1860)"
 ]
}

 The dataset includes 5616 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007627-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.86p6wb
title: Occurrence Download

description: A dataset containing 2808 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "DatasetKey is The Coleoptera collection (EC) of the Muséum national d'Histoire naturelle (MNHN - Paris)"
 ]
}

 The dataset includes 2808 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065392-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p4ejd4
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Bactrocera resima (Drew, 1971)"
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017278-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.11zpwp
title: Occurrence Download

description: A dataset containing 4999 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ononis reclinata L."
 ]
}

 The dataset includes 4999 records from 94 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007633-160526112335914/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.