cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18128760
title: Linked collectors and determiners for: Revision of the genus Melitonoma (Coleoptera, Chrysomelidae). 1. History, type species and revision of the M. juvenca species group.

description: Natural history specimen data linked to collectors and determiners held within, "Revision of the genus Melitonoma (Coleoptera, Chrysomelidae). 1. History, type species and revision of the M. juvenca species group". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/86f163a9-af85-49a2-b131-1f9144e786a2 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/86f163a9-af85-49a2-b131-1f9144e786a2. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18128764
title: Linked collectors and determiners for: Towson University Biodiversity Center.

description: Natural history specimen data linked to collectors and determiners held within, "Towson University Biodiversity Center". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/87d30f33-fe1f-4e15-9608-6fca22c4c186 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/87d30f33-fe1f-4e15-9608-6fca22c4c186. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18128762
title: Linked collectors and determiners for: University of Maryland, Norton-Brown Herbarium.

description: Natural history specimen data linked to collectors and determiners held within, "University of Maryland, Norton-Brown Herbarium". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/877b8fd1-9391-4526-a5e0-f483a5565524 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/877b8fd1-9391-4526-a5e0-f483a5565524. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18128740
title: Digitised wordlist for Nias (1911) derived from Stokhof and Almanar's "Holle lists: Vocabularies in languages of Indonesia, Vol. 10/3: Islands off the west coast of Sumatra" from 1987

description: The first release (v1.0.0) of the digitised wordlist for Nias (collected in 1911 by H. Lagemann, a missionary teacher) in the Holle List for the languages of the Barrier Islands, Sumatra, Indonesia (Stokhof 1980; Stokhof and Almanar 1987). The words for Nias (1911) in Stokhof and Almanar (1987) are without their translations; these words were joined computationally with their Dutch, English, and Malay/Indonesian translations in the introductory volume (Stokhof 1980) based on the Index numbers, using the digitised master list (in Rajeg 2023 derived from the scanned PDF in Stokhof 1980). We also joined (i) the notes, and (ii) the Concepticon concept sets (List et al. 2025).

This work is part of the digitised Holle List for languages of the Barrier Islands, Sumatra, Indonesia (also here), beginning from the AHRC-funded research (AH/W007290/1) on Lexical resources for Enggano, a threatened language of Indonesia.

Future updates:



phonemic/phonetic transliteration

CLDF conversion
description: If you use this dataset, please cite it using the metadata from this file and the original legacy sources (Stokhof 1980; Stokhof and Almanar 1987)
DOI: 10.5281/zenodo.18128741
title: Digitised wordlist for Nias (1911) derived from Stokhof and Almanar's "Holle lists: Vocabularies in languages of Indonesia, Vol. 10/3: Islands off the west coast of Sumatra" from 1987

description: The first release (v1.0.0) of the digitised wordlist for Nias (collected in 1911 by H. Lagemann, a missionary teacher) in the Holle List for the languages of the Barrier Islands, Sumatra, Indonesia (Stokhof 1980; Stokhof and Almanar 1987). The words for Nias (1911) in Stokhof and Almanar (1987) are without their translations; these words were joined computationally with their Dutch, English, and Malay/Indonesian translations in the introductory volume (Stokhof 1980) based on the Index numbers, using the digitised master list (in Rajeg 2023 derived from the scanned PDF in Stokhof 1980). We also joined (i) the notes, and (ii) the Concepticon concept sets (List et al. 2025).

This work is part of the digitised Holle List for languages of the Barrier Islands, Sumatra, Indonesia (also here), beginning from the AHRC-funded research (AH/W007290/1) on Lexical resources for Enggano, a threatened language of Indonesia.

Future updates:



phonemic/phonetic transliteration

CLDF conversion
description: If you use this dataset, please cite it using the metadata from this file and the original legacy sources (Stokhof 1980; Stokhof and Almanar 1987)
DOI: 10.5281/zenodo.18128766
title: Linked collectors and determiners for: Fort Lewis College Herbarium.

description: Natural history specimen data linked to collectors and determiners held within, "Fort Lewis College Herbarium". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/8a5a9853-4418-4cad-bad0-705a33c25a9a using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/8a5a9853-4418-4cad-bad0-705a33c25a9a. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18128768
title: Linked collectors and determiners for: Reptiles MZS.

description: Natural history specimen data linked to collectors and determiners held within, "Reptiles MZS". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/8e5ea928-3308-4119-b59a-ec04bbb218fe using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/8e5ea928-3308-4119-b59a-ec04bbb218fe. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18128770
title: Linked collectors and determiners for: Pittsburg State University - Bryophytes.

description: Natural history specimen data linked to collectors and determiners held within, "Pittsburg State University - Bryophytes". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/92ab1cdc-66d8-4bb1-a2c0-56ed57989d7e using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/92ab1cdc-66d8-4bb1-a2c0-56ed57989d7e. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18128774
title: Linked collectors and determiners for: First report of gynandromorphism in Xylocopa aeneipennis (De Geer) (Hymenoptera: Apidae).

description: Natural history specimen data linked to collectors and determiners held within, "First report of gynandromorphism in Xylocopa aeneipennis (De Geer) (Hymenoptera: Apidae)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/94d344b6-770d-48be-95c6-258a7a06da8b using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/94d344b6-770d-48be-95c6-258a7a06da8b. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18128776
title: Linked collectors and determiners for: Ohio State University Herbarium.

description: Natural history specimen data linked to collectors and determiners held within, "Ohio State University Herbarium". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/a0bc258b-932b-47ba-af1e-746ec9cd634a using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/a0bc258b-932b-47ba-af1e-746ec9cd634a. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18128778
title: Linked collectors and determiners for: Bryophyte Collection of the Wesley E. Niles Herbarium, College of Southern Nevada, Henderson Campus, Henderson.

description: Natural history specimen data linked to collectors and determiners held within, "Bryophyte Collection of the Wesley E. Niles Herbarium, College of Southern Nevada, Henderson Campus, Henderson". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/b7bb043f-b9e1-4133-91a1-665db4bdcb3c using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/b7bb043f-b9e1-4133-91a1-665db4bdcb3c. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18128783
title: Linked collectors and determiners for: University of North Carolina, Asheville.

description: Natural history specimen data linked to collectors and determiners held within, "University of North Carolina, Asheville". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/bbc96b37-e932-46a3-89b4-0105909c0d9f using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/bbc96b37-e932-46a3-89b4-0105909c0d9f. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18128786
title: Linked collectors and determiners for: Discovery of the Old World genus Rogas Nees (Hymenoptera, Braconidae, Rogadinae) in the New World by DNA barcoding.

description: Natural history specimen data linked to collectors and determiners held within, "Discovery of the Old World genus Rogas Nees (Hymenoptera, Braconidae, Rogadinae) in the New World by DNA barcoding". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/becaa12c-7bc9-4747-8dd2-495b8659b9f0 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/becaa12c-7bc9-4747-8dd2-495b8659b9f0. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18128791
title: Linked collectors and determiners for: A revision of the hitherto neglected genus Topiris Walker, 1863 (Lepidoptera, Xyloryctidae) with taxonomic notes on the genus Athrypsiastis Meyrick, 1910.

description: Natural history specimen data linked to collectors and determiners held within, "A revision of the hitherto neglected genus Topiris Walker, 1863 (Lepidoptera, Xyloryctidae) with taxonomic notes on the genus Athrypsiastis Meyrick, 1910". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/c27a0d3f-2f77-42cc-b5de-0c5468906172 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/c27a0d3f-2f77-42cc-b5de-0c5468906172. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18128793
title: Linked collectors and determiners for: Indiana University Herbarium.

description: Natural history specimen data linked to collectors and determiners held within, "Indiana University Herbarium". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/c8e89d65-f2a0-45d0-99c6-d2b2f8605e1a using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/c8e89d65-f2a0-45d0-99c6-d2b2f8605e1a. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18128795
title: Linked collectors and determiners for: University of Florida Herbarium - Fungi.

description: Natural history specimen data linked to collectors and determiners held within, "University of Florida Herbarium - Fungi". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/d7fed01a-ef29-4c53-ab83-b231c73b0daa using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/d7fed01a-ef29-4c53-ab83-b231c73b0daa. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18128797
title: Linked collectors and determiners for: University of Rhode Island Herbarium.

description: Natural history specimen data linked to collectors and determiners held within, "University of Rhode Island Herbarium". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/e6f5b9ed-f834-4df0-9332-ba9d4f8fc86f using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/e6f5b9ed-f834-4df0-9332-ba9d4f8fc86f. Formatted as a Frictionless Data package.
DOI: 10.6084/m9.figshare.30979045
title: Radon in Waters and Soils at Campi Flegrei: Spatial and Temporal Variability. Datasets.

description: This repository includes radon (<sup>222</sup>Rn) values measured in waters (Datasets 1) and soils (Dataset 2) at the Campi Flegrei volcanic caldera, Italy
DOI: 10.6084/m9.figshare.30979045.v1
title: Radon in Waters and Soils at Campi Flegrei: Spatial and Temporal Variability. Datasets.

description: This repository includes radon (<sup>222</sup>Rn) values measured in waters (Datasets 1) and soils (Dataset 2) at the Campi Flegrei volcanic caldera, Italy
DOI: 10.5281/zenodo.18128803
title: Linked collectors and determiners for: Systematics of the Dendropsophus leucophyllatus species group (Anura, Hylidae) from the Chocó region of Ecuador, with description of a new species.

description: Natural history specimen data linked to collectors and determiners held within, "Systematics of the Dendropsophus leucophyllatus species group (Anura, Hylidae) from the Chocó region of Ecuador, with description of a new species". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/eb485b51-2dc4-419c-8d87-fd94d5100aa5 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/eb485b51-2dc4-419c-8d87-fd94d5100aa5. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18127729
title: Binary Analysis and Reverse Engineering: Comprehensive Technical Reference

description: A comprehensive, verified collection of 2,499 binary file signatures, executable formats, network protocols, cryptographic artifacts, malware indicators, and forensic evidence. This acade reference provides systematic classification for reverse engineering, malware analysis, digital forensics, incident response, and security research. Each entry includes precise hexadecimal signatures, byte offsets, ASCII representations, and authoritative specification references.

Coverage includes:



File format identification (500+ formats)

Executable analysis (PE, ELF, Mach-O, DEX, bytecode)

Malware signatures and packer detection

Network protocols and C2 traffic patterns

Memory forensics and disk artifacts

Cryptographic signatures and certificates

Mobile and IoT platform specifics

Anti-analysis and obfuscation techniques

Four comprehensive appendices:  Endianness reference, XOR key database (100+ keys), file extension mapping, and PE malware triage checklist


Methodology: Human-curated scope and requirements with AI-assisted data extraction, organization, and formatting. All entries cross-verified against authoritative sources. Document structure designed for academic citation and scholarly use.
description: VERSION 2.2 ADDITIONS:

Quality Assurance Release - Complete Document Rebuild



Zero-error verification - Complete elimination of all formatting errors, broken links, and table alignment issues

Perfect navigation - All 63 table of contents entries now have working anchor links (59 main sections + 4 appendices)

Enhanced appendices - Expanded technical content in all four appendices with additional code examples and case studies

Verified data integrity - All 2,834 table entries preserved with proper formatting across 338 subsections


Technical Improvements:



Fixed all table column alignment issues throughout the document

Eliminated all empty sections and corrected subsection numbering

Enhanced cross-references between sections for better navigation

Improved ASCII control character rendering in hexdump representations

Standardized hexadecimal notation across all 2,499 unique entries


Updated Statistics:



Corrected document metrics: 11,419 lines, 354KB

338 verified subsections across 59 major sections

2,834 data rows in tables

100+ XOR keys cataloged (Appendix B)

50+ suspicious PE indicators (Appendix D)


Note on Viewing: Zenodo's web-based Markdown rendering has limited support for complex tables and certain code blocks. For accurate display of all tables, hexadecimal signatures, and technical formatting, it is recommended to download the document or view it in a Markdown viewer that fully supports tables and syntax highlighting, such as GitHub or a compatible local editor.
DOI: 10.5281/zenodo.18128805
title: Linked collectors and determiners for: Wisconsin State Herbarium, Bryophytes.

description: Natural history specimen data linked to collectors and determiners held within, "Wisconsin State Herbarium, Bryophytes". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/ed09ed80-262a-4882-8326-359a7d8f7c66 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/ed09ed80-262a-4882-8326-359a7d8f7c66. Formatted as a Frictionless Data package.
DOI: 10.3886/e208164v3-194289
title: ECIN Replication Package for "Sentiment Analysis of Economic Text: A Lexicon-Based Approach"

description: Replication code and data for "Sentiment Analysis of Economic Text: A Lexicon-Based Approach"
DOI: 10.5281/zenodo.18128809
title: Linked collectors and determiners for: Sticholotis cribellata Sicard (Coleoptera: Coccinellidae), a predator of coconut scale, Aspidiotus destructor Signoret (Hemiptera: Diaspididae) in South India.

description: Natural history specimen data linked to collectors and determiners held within, "Sticholotis cribellata Sicard (Coleoptera: Coccinellidae), a predator of coconut scale, Aspidiotus destructor Signoret (Hemiptera: Diaspididae) in South India". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/ee4042fa-77ef-4925-8394-7e978cfc97be using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/ee4042fa-77ef-4925-8394-7e978cfc97be. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18128813
title: Linked collectors and determiners for: Fauna y Flora en zonas de influencia del Parque Eólico Jouktai.

description: Natural history specimen data linked to collectors and determiners held within, "Fauna y Flora en zonas de influencia del Parque Eólico Jouktai". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/02b6c4a2-6f8a-465d-affa-2049c5932872 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/02b6c4a2-6f8a-465d-affa-2049c5932872. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18128823
title: Linked collectors and determiners for: Dr. Wolfram Mey's Stonefly (Insecta: Plecoptera) Collection from Luzon, Philippines: Part II. Leuctridae.

description: Natural history specimen data linked to collectors and determiners held within, "Dr. Wolfram Mey's Stonefly (Insecta: Plecoptera) Collection from Luzon, Philippines: Part II. Leuctridae". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/204bf800-1c63-40b4-a78e-0b40df3ea12c using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/204bf800-1c63-40b4-a78e-0b40df3ea12c. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18128821
title: Linked collectors and determiners for: A taxonomic revision of the continental African material previously included in Diospyros ferrea (Ebenaceae).

description: Natural history specimen data linked to collectors and determiners held within, "A taxonomic revision of the continental African material previously included in Diospyros ferrea (Ebenaceae)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/1e95ddb7-6e88-47a3-8724-ecfba38eca71 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/1e95ddb7-6e88-47a3-8724-ecfba38eca71. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18128827
title: Linked collectors and determiners for: Risk assessment and a global conservation strategy for Erica sicula Guss. sensu lato (Ericaceae).

description: Natural history specimen data linked to collectors and determiners held within, "Risk assessment and a global conservation strategy for Erica sicula Guss. sensu lato (Ericaceae)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/4781a227-966e-4f54-bf9b-dbe3bb57b9eb using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/4781a227-966e-4f54-bf9b-dbe3bb57b9eb. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18128825
title: Linked collectors and determiners for: Lectotypification and new data on the distribution of the Philippine endemic Liparis dumaguetensis (Orchidaceae).

description: Natural history specimen data linked to collectors and determiners held within, "Lectotypification and new data on the distribution of the Philippine endemic Liparis dumaguetensis (Orchidaceae)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/3ce31a05-3edb-4fbd-b7d3-b266b6b4662b using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/3ce31a05-3edb-4fbd-b7d3-b266b6b4662b. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18128835
title: Linked collectors and determiners for: Alyxia Banks ex R. Br. in New Caledonia: a clarification of several species complexes, nomenclatural notes, and a description of three new species.

description: Natural history specimen data linked to collectors and determiners held within, "Alyxia Banks ex R. Br. in New Caledonia: a clarification of several species complexes, nomenclatural notes, and a description of three new species". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/4858a147-f960-4e81-af87-ff8b17151615 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/4858a147-f960-4e81-af87-ff8b17151615. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18128837
title: Linked collectors and determiners for: Revision of Sapindus sect. Sapindus (Sapindeae, Sapindoideae, Sapindaceae), including the description of three new species.

description: Natural history specimen data linked to collectors and determiners held within, "Revision of Sapindus sect. Sapindus (Sapindeae, Sapindoideae, Sapindaceae), including the description of three new species". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/5209cac9-3d90-45e0-a7db-4fd536179576 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/5209cac9-3d90-45e0-a7db-4fd536179576. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18128841
title: Linked collectors and determiners for: Vincetoxicum bungei (Apocynaceae), a new combination for a common medicinal species from East Asia.

description: Natural history specimen data linked to collectors and determiners held within, "Vincetoxicum bungei (Apocynaceae), a new combination for a common medicinal species from East Asia". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/5354ff27-fd5e-404c-99e5-a07807da5236 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/5354ff27-fd5e-404c-99e5-a07807da5236. Formatted as a Frictionless Data package.