cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.12610011
title: Linked collectors and determiners for: Actualización de la base de datos de la Colección Regional Durango  (Tejido).

description: Natural history specimen data linked to collectors and determiners held within, "Actualización de la base de datos de la Colección Regional Durango  (Tejido)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/2388291e-d210-40f5-be53-5b87ac0806c0 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/2388291e-d210-40f5-be53-5b87ac0806c0. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.13385235
title: Linked collectors and determiners for: Foraminiferal assemblages in the Hardangerfjord, western Norway.

description: Natural history specimen data linked to collectors and determiners held within, "Foraminiferal assemblages in the Hardangerfjord, western Norway". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/2372eba1-a784-48a3-980e-ae7798f12c7d using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/2372eba1-a784-48a3-980e-ae7798f12c7d. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.13971651
title: Linked collectors and determiners for: Foraminiferal assemblages in the Hardangerfjord, western Norway.

description: Natural history specimen data linked to collectors and determiners held within, "Foraminiferal assemblages in the Hardangerfjord, western Norway". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/2372eba1-a784-48a3-980e-ae7798f12c7d using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/2372eba1-a784-48a3-980e-ae7798f12c7d. Formatted as a Frictionless Data package.
DOI: 10.7910/dvn/v5d8wd
title: Executive Agreements Database, Statement Regarding Amendment No. 14 to the Project Grant Agreement Between The United States and the Philippines For The Philippine Assistance program Support Project Signed At Manila August 30, 2001

description: KAV 6650

First signed 08/30/2001
Last signed 08/30/2001
Entry into force (supplemented by last signed) 08/30/2001

stamped C06539059

C06539059

cover memo
DOI: 10.5281/zenodo.10583331
title: Linked collectors and determiners for: Actualización de la base de datos de la Colección Regional Durango  (Tejido).

description: Natural history specimen data linked to collectors and determiners held within, "Actualización de la base de datos de la Colección Regional Durango  (Tejido)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/2388291e-d210-40f5-be53-5b87ac0806c0 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/2388291e-d210-40f5-be53-5b87ac0806c0. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.10703947
title: Linked collectors and determiners for: Actualización de la base de datos de la Colección Regional Durango  (Tejido).

description: Natural history specimen data linked to collectors and determiners held within, "Actualización de la base de datos de la Colección Regional Durango  (Tejido)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/2388291e-d210-40f5-be53-5b87ac0806c0 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/2388291e-d210-40f5-be53-5b87ac0806c0. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.10871936
title: Linked collectors and determiners for: Actualización de la base de datos de la Colección Regional Durango  (Tejido).

description: Natural history specimen data linked to collectors and determiners held within, "Actualización de la base de datos de la Colección Regional Durango  (Tejido)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/2388291e-d210-40f5-be53-5b87ac0806c0 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/2388291e-d210-40f5-be53-5b87ac0806c0. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.11048636
title: Linked collectors and determiners for: Actualización de la base de datos de la Colección Regional Durango  (Tejido).

description: Natural history specimen data linked to collectors and determiners held within, "Actualización de la base de datos de la Colección Regional Durango  (Tejido)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/2388291e-d210-40f5-be53-5b87ac0806c0 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/2388291e-d210-40f5-be53-5b87ac0806c0. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.13122196
title: Linked collectors and determiners for: Actualización de la base de datos de la Colección Regional Durango  (Tejido).

description: Natural history specimen data linked to collectors and determiners held within, "Actualización de la base de datos de la Colección Regional Durango  (Tejido)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/2388291e-d210-40f5-be53-5b87ac0806c0 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/2388291e-d210-40f5-be53-5b87ac0806c0. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.13385236
title: Linked collectors and determiners for: Actualización de la base de datos de la Colección Regional Durango  (Tejido).

description: Natural history specimen data linked to collectors and determiners held within, "Actualización de la base de datos de la Colección Regional Durango  (Tejido)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/2388291e-d210-40f5-be53-5b87ac0806c0 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/2388291e-d210-40f5-be53-5b87ac0806c0. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.13971652
title: Linked collectors and determiners for: Actualización de la base de datos de la Colección Regional Durango  (Tejido).

description: Natural history specimen data linked to collectors and determiners held within, "Actualización de la base de datos de la Colección Regional Durango  (Tejido)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/2388291e-d210-40f5-be53-5b87ac0806c0 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/2388291e-d210-40f5-be53-5b87ac0806c0. Formatted as a Frictionless Data package.
DOI: 10.7910/dvn/ph3cnu
title: Executive Agreements Database, An Agreement Between The United States of America and The Kingdom Of Sweden On Social Security

description: TIAS 07-1101

First signed 06/22/2004
Last signed 06/22/2004
Entry into force (supplemented by last signed) 06/22/2004

CAR 2009-097

stamped 09-97

C06538425

cover memo
DOI: 10.7910/dvn/hunoiv
title: Executive Agreements Database, Statement Regarding Agreement with Japan Of January 28, 1997, Providing For The United States and Japan To Further Amend The Memorandum of Understanding Between The United State Department Of Defense and The Japan Defense Agency For The Acquisition and Production In Japan of the Multiple Launch Rocket System Dated 8 January 1993, As Amended On 28 January 1997

description: KAV 4854

First signed 01/28/1997
Last signed 01/28/1997
Entry into force (supplemented by last signed) 01/28/1997

stamped 97-44

C06544055

cover memo
DOI: 10.15468/dl.vukpm2
title: Occurrence Download

description: A dataset containing 33078596 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Colombia"
 ]
}

 The dataset includes 33078596 records from 4876 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029846-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4p8lkl
title: Occurrence Download

description: A dataset containing 598 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Canada",
 "Year 2019-2019",
 "HasCoordinate is true",
 "TaxonKey is Cathartes aura (Linnaeus, 1758)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 598 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010109-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h5se3z
title: Occurrence Download

description: A dataset containing 849 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Colección Zoológica de la Universidad del Tolima (CZUT) - Ornitología",
 {
 "or" : [
 "Geometry POLYGON((-76.3638 4.31706,-73.30002 4.31706,-73.30002 5.54204,-76.3638 5.54204,-76.3638 4.31706))",
 "Geometry POLYGON((-75.24686 4.45574,-75.24433 4.45021,-75.2389 4.44948,-75.2371 4.45569,-75.24686 4.45574))"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 2003-2022"
 ]
}

 The dataset includes 849 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007446-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zaffj4
title: Occurrence Download

description: A dataset containing 125868 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Mosquito Occurrence Dataset",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 125868 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000051-171109162308116/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ryvitw
title: Occurrence Download

description: A dataset containing 43183 species occurrences available in GBIF matching the query:
{
 "EstablishmentMeans" : [
 "is INVASIVE"
 ]
}

 The dataset includes 43183 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021146-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sy24ta
title: Occurrence Download

description: A dataset containing 141 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mollinedia butleriana Standl."
 ]
}

 The dataset includes 141 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0181302-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qyn883
title: Occurrence Download

description: A dataset containing 855997 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Impatiens L."
 ]
}

 The dataset includes 855997 records from 1956 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004734-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17106424
title: Dataset for Bibliometric Analysis on Vipassana Meditation

description: This dataset was compiled for a bibliometric analysis of scholarly publications on Vipassana Meditation. Data were retrieved from Scopus (in BibTeX format) and Web of Science (WOS) (in plain text format) between 1979 and March 2025. After merging, deduplication in R studio (Bibliometrix/Biblioshiny) and screening, a total of 226 records were included for final analysis.
DOI: 10.5281/zenodo.17106423
title: Dataset for Bibliometric Analysis on Vipassana Meditation

description: This dataset was compiled for a bibliometric analysis of scholarly publications on Vipassana Meditation. Data were retrieved from Scopus (in BibTeX format) and Web of Science (WOS) (in plain text format) between 1979 and March 2025. After merging, deduplication in R studio (Bibliometrix/Biblioshiny) and screening, a total of 226 records were included for final analysis.
DOI: 10.15468/dl.7wjv88
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Circenita callipyga",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 9 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059778-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3agh8r
title: Occurrence Download

description: A dataset containing 3508 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Romania",
 "OccurrenceStatus is Present",
 "TaxonKey is Helianthus tuberosus"
 ]
}

 The dataset includes 3508 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059781-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fkx85m
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059779-250827131500795/datasets/export for details.
DOI: 10.15468/dl.6z5cja
title: Occurrence Download

description: A dataset containing 3461 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Romania",
 "OccurrenceStatus is Present",
 "TaxonKey is Prunus cerasifera"
 ]
}

 The dataset includes 3461 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059782-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7juj8b
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Napomyza gymnostoma",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059783-250827131500795/datasets/export for details.
DOI: 10.15468/dl.snnyuj
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Napomyza gymnostoma",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059785-250827131500795/datasets/export for details.
DOI: 10.15468/dl.pvfn5u
title: Occurrence Download

description: A dataset containing 3034 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Romania",
 "OccurrenceStatus is Present",
 "TaxonKey is Amorpha fruticosa"
 ]
}

 The dataset includes 3034 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059787-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7556pm
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Circomphalus foliaceolamellosus",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 13 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059786-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17079529
title: MIDV-DynAttack

description: MIDV‑DynAttack is the dataset for the paper "Verification of Dynamic Holographic Behavior in Identity Documents" accepted at the 19th International Conference on Document Analysis and Recognition (ICDAR 2025).



This dataset addresses the remote verification of the authenticity of Optically Variable Devices (commonly known as holograms) on identity documents. Typically placed over the cardholder’s photo, these devices provide strong and easily verifiable security for human inspection but pose challenges for automated verification. Existing approaches easily cover static frauds (e.g., paper photocopy) and can be evaluated for such, but their capacity to detect real, dynamic fraud cases (e.g., handcrafted hologram) has not been evaluated to date because of the lack of public datasets. Furthermore, many systems are trained to detect known attack types, and few can generalize to new, unseen attacks.




MIDV‑DynAttack is a new public dataset that extends the existing MIDV‑Holo dataset with realistic static and dynamic attacks against identity document specimens, tripling the number of attack samples compared to the original dataset. It is intended as a test‑only set of previously unseen attacks for evaluating the generalization and robustness of hologram verification methods.

This record provides:



video.tar.gz: 1200 newly captured videos (raw sequences for MIDV‑DynAttack).

tracking.tar.gz: document localization coordinates for each frame sampled at 15 fps.

cropped.tar.gz: rectified Regions of Interest (ROIs) containing part of the face and the main hologram, computed using the document localization.




Directory layout




MIDV‑DynAttack

Static-template attacks










fraud/natural_light_paper/ Template without lamination (Natural Light - Paper)

fraud/natural_light_plastic_low/ Template with lamination, minimal reflections (Natural Light - Plastic, minimal reflections)

fraud/natural_light_plastic_hi/ Template with lamination, deliberate reflections (Natural Light - Plastic, multiple light sources)

fraud/led_light_plastic/ Laminated, illuminated by multi-color LED ring (LED-light - Plastic)

fraud/laser_light_plastic/ Laminated, red laser moving over the document (Laser light - Plastic)

fraud/swap_two/ Templates without lamination, swapping between two printed documents

fraud/swap_three/ Templates without lamination, swapping between three printed documents







Dynamic-template attacks










fraud/plain_holo/ Homogeneous holographic overlay (continuous diffraction)

fraud/leaf_holo/ Overlay with polygonal “leaf” patterns

fraud/double_sticker/ Flower-shaped laser-film element + a “genuine” sticker (non-overlapping ROI)

fraud/complete_mask/ Rough mask of the hologram applied over the entire printed document

fraud/star_world/ Combination of a main flower shape and a world-like hologram pattern







MIDV‑Holo (reference dataset)






origins/

fraud/photo_holo_copy/

fraud/pseudo_holo_copy/

fraud/copy_without_holo/

fraud/photo_replacement/


Note: cropped.tar.gz and tracking.tar.gz also contains the MIDV-Holo samples.
DOI: 10.5281/zenodo.17079528
title: MIDV-DynAttack

description: MIDV‑DynAttack is the dataset for the paper "Verification of Dynamic Holographic Behavior in Identity Documents" accepted at the 19th International Conference on Document Analysis and Recognition (ICDAR 2025).



This dataset addresses the remote verification of the authenticity of Optically Variable Devices (commonly known as holograms) on identity documents. Typically placed over the cardholder’s photo, these devices provide strong and easily verifiable security for human inspection but pose challenges for automated verification. Existing approaches easily cover static frauds (e.g., paper photocopy) and can be evaluated for such, but their capacity to detect real, dynamic fraud cases (e.g., handcrafted hologram) has not been evaluated to date because of the lack of public datasets. Furthermore, many systems are trained to detect known attack types, and few can generalize to new, unseen attacks.




MIDV‑DynAttack is a new public dataset that extends the existing MIDV‑Holo dataset with realistic static and dynamic attacks against identity document specimens, tripling the number of attack samples compared to the original dataset. It is intended as a test‑only set of previously unseen attacks for evaluating the generalization and robustness of hologram verification methods.

This record provides:



video.tar.gz: 1200 newly captured videos (raw sequences for MIDV‑DynAttack).

tracking.tar.gz: document localization coordinates for each frame sampled at 15 fps.

cropped.tar.gz: rectified Regions of Interest (ROIs) containing part of the face and the main hologram, computed using the document localization.




Directory layout




MIDV‑DynAttack

Static-template attacks










fraud/natural_light_paper/ Template without lamination (Natural Light - Paper)

fraud/natural_light_plastic_low/ Template with lamination, minimal reflections (Natural Light - Plastic, minimal reflections)

fraud/natural_light_plastic_hi/ Template with lamination, deliberate reflections (Natural Light - Plastic, multiple light sources)

fraud/led_light_plastic/ Laminated, illuminated by multi-color LED ring (LED-light - Plastic)

fraud/laser_light_plastic/ Laminated, red laser moving over the document (Laser light - Plastic)

fraud/swap_two/ Templates without lamination, swapping between two printed documents

fraud/swap_three/ Templates without lamination, swapping between three printed documents







Dynamic-template attacks










fraud/plain_holo/ Homogeneous holographic overlay (continuous diffraction)

fraud/leaf_holo/ Overlay with polygonal “leaf” patterns

fraud/double_sticker/ Flower-shaped laser-film element + a “genuine” sticker (non-overlapping ROI)

fraud/complete_mask/ Rough mask of the hologram applied over the entire printed document

fraud/star_world/ Combination of a main flower shape and a world-like hologram pattern







MIDV‑Holo (reference dataset)






origins/

fraud/photo_holo_copy/

fraud/pseudo_holo_copy/

fraud/copy_without_holo/

fraud/photo_replacement/


Note: cropped.tar.gz and tracking.tar.gz also contains the MIDV-Holo samples.
DOI: 10.15468/dl.7jkvcf
title: Occurrence Download

description: A dataset containing 58 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((2.38128 42.01108,2.72134 42.00851,2.72616 42.32736,2.40186 42.3299,2.38128 42.01108))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Erinaceus europaeus"
 ]
}

 The dataset includes 58 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059788-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.