cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/pczpgk8npc
title: Mytilus galloprovincialis. An extensive study on the Biology,Ecology and Anatomy (Species Inner Body Architecture)

description: Mytilus galloprovincialis. An extensive study on the Biology,Ecology and Anatomy 
(Species Inner Body Architecture
Aquaculture - Mussels farming
DOI: 10.3535/03h-paw-q18
title: Panolis flammea [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.17632/pczpgk8npc.1
title: Mytilus galloprovincialis. An extensive study on the Biology,Ecology and Anatomy (Species Inner Body Architecture)

description: Mytilus galloprovincialis. An extensive study on the Biology,Ecology and Anatomy 
(Species Inner Body Architecture
Aquaculture - Mussels farming
DOI: 10.3535/th4-xb5-w10
title: Noctuidae

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/z0p-245-h3s
title: Chilodes maritima (Tauscher, 1806)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.17632/ddh9s6rtfj
title: Gene Annotation of the Prunus webbii individual DP9
DOI: 10.3535/k9f-3zs-mht
title: Pyla fusca Haworth, 1811

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/m26-8nw-n4x
title: Erebia ligea (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/xwj-lmy-0eb
title: Euphydryas Scudder, 1872

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.17632/ddh9s6rtfj.1
title: Gene Annotation of the Prunus webbii individual DP9
DOI: 10.3535/1n6-b85-347
title: Gluphisia crenata (Esper, 1785)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/wjn-53z-xk5
title: Udea Guenée, 1845

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/t5v-xvb-mq6
title: Panolis flammea [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/x04-b20-v9d
title: Cerapteryx graminis Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/x7p-3gg-11x
title: Eupithecia actaeata Walderdorff, 1869

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.17632/b8fmtzvpy8
title: Windows-APT 2025: A Dataset for APT-Inspired Attack Scenarios on Windows Systems

description: The Windows-APTs Dataset 2025 provides a comprehensive collection of 36 simulated Advanced Persistent Threat (APT) scenarios, specifically designed to enhance understanding of tactics employed by Chinese threat actors. Utilizing the Caldera framework for adversary emulation and Wazuh for detailed logging, this dataset facilitates the systematic analysis of attack behaviors aligned with the MITRE ATT&CK framework.
DOI: 10.3535/2dh-4wj-a7j
title: Polyommatus icarus (von Rottemburg, 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/dlk-2es-m8d
title: Diaphora mendica (Clerck, 1759)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jg5-hjl-8r2
title: Erebia ligea (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.17632/b8fmtzvpy8.3
title: Windows-APT 2025: A Dataset for APT-Inspired Attack Scenarios on Windows Systems

description: The Windows-APTs Dataset 2025 provides a comprehensive collection of 36 simulated Advanced Persistent Threat (APT) scenarios, specifically designed to enhance understanding of tactics employed by Chinese threat actors. Utilizing the Caldera framework for adversary emulation and Wazuh for detailed logging, this dataset facilitates the systematic analysis of attack behaviors aligned with the MITRE ATT&CK framework.
DOI: 10.3535/2l5-91j-w0n
title: Eupithecia trisignaria Herrich-Schäffer, 1848

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/vql-yzj-l39
title: Thumatha senex (Hübner, 1804)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/l5w-xvp-x54
title: Elophila nymphaeata Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/bjx-cnk-6k9
title: Tholera cespitis [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.17632/td7ydzxn26
title: Gene Annotation of the Prunus dulcis cultivar Tuono
DOI: 10.3535/j7d-xtj-gb6
title: Erebia ligea (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/csx-kjq-3jl
title: Hadena (Anepia) perplexa [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.17632/td7ydzxn26.1
title: Gene Annotation of the Prunus dulcis cultivar Tuono
DOI: 10.3535/hg6-42k-t2g
title: Cerapteryx graminis Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/vcx-elq-ncf
title: Carterocephalus silvicola (Meigen, 1829)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.7910/dvn/s3kscw
title: PDB: 5T5F, Crystal structure of Neisseria meningitidis factor H binding protein in complex with monoclonal antibody JAR5 (313K, 40°C, 100 ns)

description: PDB: 5T5F, Crystal structure of Neisseria meningitidis factor H binding protein in complex with monoclonal antibody JAR5 (313K, 40°C, 100 ns): random seed #1. PDBs obtained at every 50 ns.
DOI: 10.3535/3c0-e0w-knk
title: Pieris napi (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/j5j-cdz-gnr
title: Plebejus argus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.15468/dl.tq6ypr
title: Occurrence Download

description: A dataset containing 696 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Machine Observation)",
 "CoordinateUncertaintyInMeters 0.0-1000.0",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Abudefduf septemfasciatus"
 ]
}

 The dataset includes 696 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056298-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/g8y-dnp-81p
title: Apamea (Apamea) furva ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/na2-g8k-qy8
title: Depressaria pulcherimella Stainton, 1849

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.17632/z6fhbz9nny
title: AI-Driven methodology for mining scientific literature and extracting databases: A case study on a chemical process

description: 1. Python scripts for the pipeline + requirements
2. Full CO hydrogenation database
3. Application-oriented CO hydrogenation database
4. Validation analysis
DOI: 10.3535/1d7-z17-v85
title: Oligia strigilis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/6e6-y8h-s0p
title: Pieris napi (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/66f-z4t-l2w
title: Animalia

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.5281/zenodo.17225948
title: Supplementary Data for: ¨Mechanism of bacterial arginine N-glycosylation: a chemically challenging post-translational modification¨

description: This data set contains files related to the article "Mechanism of bacterial arginine N-glycosylation: a chemically challenging post-translational modification" by Beatriz Piniello, Ana García-García, Fabio Pietrucci, Ramón Hurtado-Guerrero and Carme Rovira.

Description of each tar folder and file can be found in the README file.
DOI: 10.17632/z6fhbz9nny.1
title: AI-Driven methodology for mining scientific literature and extracting databases: A case study on a chemical process

description: 1. Python scripts for the pipeline + requirements
2. Full CO hydrogenation database
3. Application-oriented CO hydrogenation database
4. Validation analysis
DOI: 10.3535/ax2-pa2-rxa
title: Cerapteryx graminis Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qhl-va2-g84
title: Ostrinia palustralis Hübner, 1796

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.5281/zenodo.17225947
title: Supplementary Data for: ¨Mechanism of bacterial arginine N-glycosylation: a chemically challenging post-translational modification¨

description: This data set contains files related to the article "Mechanism of bacterial arginine N-glycosylation: a chemically challenging post-translational modification" by Beatriz Piniello, Ana García-García, Fabio Pietrucci, Ramón Hurtado-Guerrero and Carme Rovira.

Description of each tar folder and file can be found in the README file.
DOI: 10.3535/gyb-4ml-6vr
title: Antitype chi Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/7ql-wy5-cx9
title: Polyommatus icarus (von Rottemburg, 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zz1-k0q-1py
title: Lacanobia (Dianobia) contigua [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/yn7-e2s-hfw
title: Polyommatus icarus (von Rottemburg, 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/8vc-0hr-bzh
title: Axylia putris Linnaeus, 1761

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/fve-adn-k3y
title: Carterocephalus silvicola (Meigen, 1829)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/kav-5nb-rt1
title: Eugnorisma (Metagnorisma) depuncta Linnaeus, 1761

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/h4s-m8g-rme
title: Panolis flammea [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nqd-1pm-vkb
title: Panolis flammea [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/2t6-x2m-bpl
title: Cybosia mesomella (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5c2-adw-zdp
title: Tholera cespitis [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/fkr-qjt-aja
title: Cybosia mesomella (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/kcn-vln-vwr
title: Phalera (Phalera) bucephala (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/dan-f03-be9
title: Brenthis ino (von Rottemburg, 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/pbc-ynx-1gc
title: Dryobotodes (Dryobotodes) eremita Fabricius, 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/fs3-7fg-vg1
title: Polyommatus icarus (von Rottemburg, 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/m01-kak-q0p
title: Leptidea sinapis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.17026/ar/0p6o8j
title: PAN-00169100 - conical spindle whorl (handmade pottery) Iron Age-Roman period

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00169100&lt;/p&gt;
description: Modified: 2025-05-14T11:59:49+02:00
DOI: 10.3535/kty-zdm-6fm
title: Borkhausenia Hübner, 1825

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/743-nj6-c1q
title: Polyommatus icarus (von Rottemburg, 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/kv1-5pv-dk5
title: Diachrysia chrysitis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/9a4-2pf-6rz
title: Agonopterix heracliana Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/y20-72j-xkm
title: Pyla fusca Haworth, 1811

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/4qp-0gb-say
title: Anania hortulata Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/8q3-rrn-58f
title: Thumatha senex (Hübner, 1804)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0ed-w41-f5r
title: Cerapteryx graminis Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.17632/b5r7m92rkt
title: AI-Driven methodology for mining scientific literature and extracting databases: A case study on a chemical process - Supplementary Information

description: Supplementary Information for "AI-Driven methodology for mining scientific literature and extracting databases: A case study on a chemical process"
DOI: 10.3535/x5l-zmk-zxq
title: Animalia

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/z5t-ew5-18g
title: Chilodes maritima (Tauscher, 1806)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/meg-xx6-07v
title: Eugnorisma (Metagnorisma) depuncta Linnaeus, 1761

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.17632/b5r7m92rkt.1
title: AI-Driven methodology for mining scientific literature and extracting databases: A case study on a chemical process - Supplementary Information

description: Supplementary Information for "AI-Driven methodology for mining scientific literature and extracting databases: A case study on a chemical process"
DOI: 10.3535/2cl-n07-1m9
title: Thumatha senex (Hübner, 1804)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/3bf-r4g-nv2
title: Cybosia mesomella (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/dsz-jcl-wnl
title: Thumatha senex (Hübner, 1804)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/j7q-nw5-bbq
title: Brenthis ino (von Rottemburg, 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.15468/dl.yn4dcf
title: Occurrence Download

description: A dataset containing 7438 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Geum rivale)",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "Year is greater than or equal to 2010",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 50",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 7438 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056299-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/jvh-dy7-5g8
title: Agrochola (Sunira) Franclemont, 1950

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/rvg-cr0-d0e
title: Cybosia mesomella (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.17632/vr3kkt9mvn
title: Drone Imagery Dataset of Aedes Mosquito Breeding Habitats

description: This dataset provides manually annotated drone imagery of potential Aedes mosquito breeding habitats for use in computer vision and public health research. The data were collected using unmanned aerial vehicles (UAVs) - DJI Mavic 2 Pro to capture high-resolution RGB images of outdoor environments containing common water-holding containers that are known to serve as breeding sites for Aedes mosquitoes.

The dataset consists of 2,821 images in PNG format, each with a resolution of 512 × 512 pixels. All images were annotated manually with bounding boxes to identify five categories of breeding habitats: water tanks, drums, tires, coconut shells, and other open containers. Manual annotation was performed using the Roboflow platform to ensure accurate and consistent ground-truth labels suitable for object detection tasks.

To facilitate immediate use in machine learning pipelines, the dataset is provided with a predefined train, validation, and test split of 70%, 15%, and 15%, respectively. No image preprocessing or data augmentation has been applied, allowing users full flexibility to perform custom preprocessing and augmentation according to their specific research needs.

The dataset is released in three widely used annotation formats: COCO (JSON), YOLOv8 (TXT), and Pascal VOC (XML), enabling compatibility with a broad range of object detection frameworks. This multi-format release supports reproducibility and ease of adoption across different research communities.

This dataset is intended for academic research and development of automated methods for mosquito breeding habitat detection, environmental monitoring, and vector-borne disease surveillance using aerial imagery. It may also be used for benchmarking object detection algorithms on real-world, imbalanced datasets derived from UAV observations.
DOI: 10.3535/vd7-v3d-n5v
title: Amphipoea fucosa Freyer, 1830

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.17632/vr3kkt9mvn.1
title: Drone Imagery Dataset of Aedes Mosquito Breeding Habitats

description: This dataset provides manually annotated drone imagery of potential Aedes mosquito breeding habitats for use in computer vision and public health research. The data were collected using unmanned aerial vehicles (UAVs) - DJI Mavic 2 Pro to capture high-resolution RGB images of outdoor environments containing common water-holding containers that are known to serve as breeding sites for Aedes mosquitoes.

The dataset consists of 2,821 images in PNG format, each with a resolution of 512 × 512 pixels. All images were annotated manually with bounding boxes to identify five categories of breeding habitats: water tanks, drums, tires, coconut shells, and other open containers. Manual annotation was performed using the Roboflow platform to ensure accurate and consistent ground-truth labels suitable for object detection tasks.

To facilitate immediate use in machine learning pipelines, the dataset is provided with a predefined train, validation, and test split of 70%, 15%, and 15%, respectively. No image preprocessing or data augmentation has been applied, allowing users full flexibility to perform custom preprocessing and augmentation according to their specific research needs.

The dataset is released in three widely used annotation formats: COCO (JSON), YOLOv8 (TXT), and Pascal VOC (XML), enabling compatibility with a broad range of object detection frameworks. This multi-format release supports reproducibility and ease of adoption across different research communities.

This dataset is intended for academic research and development of automated methods for mosquito breeding habitat detection, environmental monitoring, and vector-borne disease surveillance using aerial imagery. It may also be used for benchmarking object detection algorithms on real-world, imbalanced datasets derived from UAV observations.
DOI: 10.3535/9q4-e8m-9rq
title: Eumedonia eumedon (Esper, 1780)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ze5-2x7-679
title: Thumatha senex (Hübner, 1804)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/249-jtr-721
title: Idaea sylvestraria (Hübner, [1799])

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.17632/ypkm4rm44c
title: The Uneven Economics of Protests: Understanding Social Unrest and Income Dynamics in Pakistan

description: This dataset contains district-level panel data for Pakistan covering the period 2011–2021, compiled to examine the relationship between social unrest and income dynamics. It combines average monthly household income estimates derived from PSLM/HIES surveys with annual counts of protests, riots, and political violence events sourced from ACLED. The data include multiple categories of unrest (protests/riots, violence against civilians, remote violence, strategic developments, and battles) and are structured for panel and quantile regression analysis. The dataset supports research on income distribution, regional inequality, and the economic effects of different forms of social unrest in developing countries.
DOI: 10.3535/kbw-kmq-wwn
title: Pararge Hübner, 1819

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/1mg-flq-y1a
title: Euxoa (Euxoa) tritici Linnaeus, 1761

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/q9b-a3h-kmk
title: Eupsilia transversa Hufnagel, 1766

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.17632/ypkm4rm44c.1
title: The Uneven Economics of Protests: Understanding Social Unrest and Income Dynamics in Pakistan

description: This dataset contains district-level panel data for Pakistan covering the period 2011–2021, compiled to examine the relationship between social unrest and income dynamics. It combines average monthly household income estimates derived from PSLM/HIES surveys with annual counts of protests, riots, and political violence events sourced from ACLED. The data include multiple categories of unrest (protests/riots, violence against civilians, remote violence, strategic developments, and battles) and are structured for panel and quantile regression analysis. The dataset supports research on income distribution, regional inequality, and the economic effects of different forms of social unrest in developing countries.