cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.48580/dyhm
title: Revision of fossil Bibionidae (Insecta: Diptera) from the Miocene of Radoboj, Croatia
DOI: 10.15468/dl.786t57
title: Occurrence Download

description: A dataset containing 72 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Betula verrucosa",
 "Continent is Europe",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 100",
 "Year is greater than or equal to 1970",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "not" : {
 "BasisOfRecord" : [
 "is Material citation"
 ]
 }
 }
 ]
}

 The dataset includes 72 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022292-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48580/dyln
title: Protected Areas - Global Register of Introduced and Invasive Species - Chimanimani National Park, Zimbabwe
DOI: 10.48580/dylp
title: Protected Areas - Global Register of Introduced and Invasive Species - Lake Mburo, Uganda
DOI: 10.48580/dylq
title: Protected Areas - Global Register of Introduced and Invasive Species - Lake Nabugabo Wetland System, Uganda
DOI: 10.48580/dylr
title: Protected Areas - Global Register of Introduced and Invasive Species - Lutembe Bay Wetland System, Uganda
DOI: 10.48580/dyls
title: Protected Areas - Global Register of Introduced and Invasive Species - Bazaruto National Park, Mozambique
DOI: 10.48580/dylt
title: Protected Areas - Global Register of Introduced and Invasive Species - Mabamba Bay Wetland System, Uganda
DOI: 10.48580/dylw
title: Protected Areas - Global Register of Introduced and Invasive Species - Mount Elgon, Uganda
DOI: 10.48580/dylx
title: Protected Areas - Global Register of Introduced and Invasive Species - Queen Elizabeth National Park, Uganda
DOI: 10.48580/dyly
title: Protected Areas - Global Register of Introduced and Invasive Species - Victoria Falls National Park, Zimbabwe
DOI: 10.48580/dylz
title: Protected Areas - Global Register of Introduced and Invasive Species - Tanganyika, Zambia
DOI: 10.48580/dym2
title: Protected Areas - Global Register of Introduced and Invasive Species - Murchison Falls National Park, Uganda
DOI: 10.48580/dym8
title: Two new species of paratanaoid tanaidaceans of the family incertae sedis (Crustacea: Peracarida) from polymetallic nodule fields in the eastern Clarion-Clipperton Fracture Zone
DOI: 10.48580/dymf
title: A revision of Japanese Torymus Dalman (Hymenoptera: Torymidae)
DOI: 10.48580/dymj
title: Protected Areas - Global Register of Introduced and Invasive Species - Murchison Falls-Albert Delta Wetland System, Uganda
DOI: 10.48580/dymw
title: Protected Areas - Global Register of Introduced and Invasive Species - Nyanga National Park, Zimbabwe
DOI: 10.48580/dymy
title: Protected Areas - Global Register of Introduced and Invasive Species - Serengeti - Ngorongoro Biosphere Reserve, Tanzania
DOI: 10.48580/dymz
title: Protected Areas - Global Register of Introduced and Invasive Species - Serengeti National Park, Tanzania
DOI: 10.48580/dyn7
title: Protected Areas - Global Register of Introduced and Invasive Species - Ngorongoro Conservation Area, Tanzania
DOI: 10.48580/dyn8
title: Protected Areas - Global Register of Introduced and Invasive Species - East Usambara, Tanzania
DOI: 10.48580/dyn9
title: Protected Areas - Global Register of Introduced and Invasive Species - Amani Forest Nature Reserve, Tanzania
DOI: 10.48580/dynb
title: Protected Areas - Global Register of Introduced and Invasive Species - Mlawula Nature Reserve, Eswatini
DOI: 10.48580/dync
title: Protected Areas - Global Register of Introduced and Invasive Species - Hawane Nature Reserve and Dam, Eswatini
DOI: 10.48580/dynd
title: Protected Areas - Global Register of Introduced and Invasive Species - Matenga Nature Reserve, Eswatini
DOI: 10.48580/dynf
title: Protected Areas - Global Register of Introduced and Invasive Species - Malalotja Nature Reserve, Eswatini
DOI: 10.48580/dyng
title: Protected Areas - Global Register of Introduced and Invasive Species - Dongonab Bay - Marsa Waiai, Sudan
DOI: 10.48580/dynh
title: Protected Areas - Global Register of Introduced and Invasive Species - Archipielago Juan Fernández, Chile
DOI: 10.48580/dynj
title: Protected Areas - Global Register of Introduced and Invasive Species - Galápagos Islands, Ecuador
DOI: 10.48580/dynk
title: Protected Areas - Global Register of Introduced and Invasive Species - Jeju Island, Republic of Korea
DOI: 10.48580/dynl
title: Protected Areas - Global Register of Introduced and Invasive Species - Lord Howe Island, Australia
DOI: 10.48580/dynm
title: Protected Areas - Global Register of Introduced and Invasive Species - Socotra Archipelago, Yemen
DOI: 10.48580/dynn
title: Protected Areas - Global Register of Introduced and Invasive Species - Rapa Nui (Isla de Pascua, Easter Island)
DOI: 10.48580/dynp
title: Protected Areas - Global Register of Introduced and Invasive Species - Wadden Sea
DOI: 10.48580/dyns
title: The Xiphydria annulitibia group in northeastern Asia (Hymenoptera, Xiphydriidae)
DOI: 10.48580/dyp7
title: Could Tyrannosaurus rex have been a scavenger rather than a predator? An energetics approach
DOI: 10.48580/dyp8
title: How Fast Could Tyrannosaurus rex Run?
DOI: 10.48580/dypb
title: Protected Areas - Global Register of Introduced and Invasive Species - Verloren Valei Nature Reserve, South Africa
DOI: 10.48580/dypc
title: Body Mass, Bone " Strength Indicator, " and Cursorial Potential of Tyrannosaurus rex
DOI: 10.48580/dypd
title: Protected Areas - Global Register of Introduced and Invasive Species - Prince Edward Island and Marion Island, South Africa
DOI: 10.48580/dypf
title: Protected Areas - Global Register of Introduced and Invasive Species - St Lucia System, South Africa
DOI: 10.48580/dypg
title: Protected Areas - Global Register of Introduced and Invasive Species - Wilderness Lakes, South Africa
DOI: 10.48580/dyph
title: Protected Areas - Global Register of Introduced and Invasive Species - West Coast National Park, South Africa
DOI: 10.48580/dypj
title: Protected Areas - Global Register of Introduced and Invasive Species - Tankwa-Karoo National Park, South Africa
DOI: 10.48580/dypk
title: Protected Areas - Global Register of Introduced and Invasive Species - Table Mountain National Park, South Africa
DOI: 10.48580/dypl
title: Protected Areas - Global Register of Introduced and Invasive Species - Richtersveld National Park, South Africa
DOI: 10.48580/dypm
title: Protected Areas - Global Register of Introduced and Invasive Species - Namaqua National Park, South Africa
DOI: 10.48580/dypn
title: Protected Areas - Global Register of Introduced and Invasive Species - Mountain Zebra National Park, South Africa
DOI: 10.48580/dypp
title: Protected Areas - Global Register of Introduced and Invasive Species - Mokala National Park, South Africa
DOI: 10.48580/dypq
title: Protected Areas - Global Register of Introduced and Invasive Species - Marakele National Park, South Africa
DOI: 10.48580/dypr
title: Protected Areas - Global Register of Introduced and Invasive Species - Mapungupwe National Park, South Africa
DOI: 10.48580/dyps
title: Global Register of Introduced and Invasive Species - Bulgaria
DOI: 10.48580/dypt
title: Global Register of Introduced and Invasive Species – British Antarctic Territory, Antarctica
DOI: 10.48580/dypv
title: Global Register of Introduced and Invasive Species – Tristan da Cunha, Saint Helena, Ascension and Tristan da Cunha
DOI: 10.48580/dypw
title: Global Register of Introduced and Invasive Species – Ascension Island, Saint Helena, Ascension and Tristan da Cunha
DOI: 10.48580/dypx
title: Global Register of Introduced and Invasive Species – Saint Helena, Saint Helena, Ascension and Tristan da Cunha
DOI: 10.48580/dypy
title: Global Register of Introduced and Invasive Species – South Georgia and the South Sandwich Islands
DOI: 10.48580/dypz
title: Global Register of Introduced and Invasive Species – British Indian Ocean Territory
DOI: 10.48580/dyq2
title: Global Register of Introduced and Invasive Species – Turks and Caicos Islands
DOI: 10.48580/dyq3
title: Global Register of Introduced and Invasive Species – Virgin Islands, British
DOI: 10.48580/dyq4
title: Protected Areas - Global Register of Introduced and Invasive Species - Kruger National Park, South Africa
DOI: 10.48580/dyq5
title: Protected Areas - Global Register of Introduced and Invasive Species - Karoo National Park, South Africa
DOI: 10.48580/dyq6
title: Protected Areas - Global Register of Introduced and Invasive Species - Kalahari Gemsbok National Park, South Africa
DOI: 10.48580/dyq7
title: Protected Areas - Global Register of Introduced and Invasive Species - Golden Gate Highlands National Park, South Africa
DOI: 10.48580/dyq8
title: Protected Areas - Global Register of Introduced and Invasive Species - Garden Route National Park, South Africa
DOI: 10.48580/dyq9
title: Protected Areas - Global Register of Introduced and Invasive Species - Camdeboo National Park, South Africa
DOI: 10.48580/dyqb
title: Protected Areas - Global Register of Introduced and Invasive Species - Bontebok National Park, South Africa
DOI: 10.48580/dyqc
title: Protected Areas - Global Register of Introduced and Invasive Species - Augrabies Falls National Park, South Africa
DOI: 10.48580/dyqd
title: Protected Areas - Global Register of Introduced and Invasive Species - Agulhas National Park, South Africa
DOI: 10.48580/dyqf
title: Protected Areas - Global Register of Introduced and Invasive Species - Addo-Elephant National Park, South Africa
DOI: 10.48580/dyqk
title: Global Register of Introduced and Invasive Species – Falkland Islands (Islas Malvinas)
DOI: 10.48580/dyql
title: Global Register of Introduced and Invasive Species - Montserrat
DOI: 10.48580/dyqn
title: Global Register of Introduced and Invasive Species - Lebanon
DOI: 10.48580/dyqp
title: Global Register of Introduced and Invasive Species - Turkmenistan
DOI: 10.48580/dyqt
title: Cyanobacteria Checklist of the Azores Archipelago, Portugal
DOI: 10.48580/dyrc
title: Global Register of Introduced and Invasive Species GRIIS - Luxembourg
DOI: 10.48580/dyrd
title: Global Register of Introduced and Invasive Species - French Guiana
DOI: 10.48580/dyrf
title: Global Register of Introduced and Invasive Species - French Polynesia
DOI: 10.48580/dyrg
title: Global Register of Introduced and Invasive Species - Saint Martin (French part)
DOI: 10.48580/dyrl
title: Global Register of Introduced and Invasive Species - Mauritania
DOI: 10.48580/dys2
title: Aquatic Hyphomycetes from insular streams (Madeira, Portugal)
DOI: 10.48580/dys3
title: Global Register of Introduced and Invasive Species - Kazakhstan
DOI: 10.48580/dys4
title: Protected Areas - Global Register of Introduced and Invasive Species - Vallée de Mai Nature Reserve, Seychelles
DOI: 10.48580/dys5
title: Protected Areas - Global Register of Introduced and Invasive Species - Silhouette National Park, Seychelles
DOI: 10.48580/dys6
title: Protected Areas - Global Register of Introduced and Invasive Species - Recif Special Reserve, Seychelles
DOI: 10.48580/dys7
title: Protected Areas - Global Register of Introduced and Invasive Species - Praslin National Park, Seychelles
DOI: 10.48580/dysd
title: Protected Areas - Global Register of Introduced and Invasive Species - Port Launay Wetland, Seychelles
DOI: 10.48580/dysf
title: Protected Areas - Global Register of Introduced and Invasive Species - Morne-Seychellois National Park, Seychelles
DOI: 10.48580/dysg
title: Protected Areas - Global Register of Introduced and Invasive Species - Mare-Aux-Cochons, Seychelles
DOI: 10.48580/dysh
title: Protected Areas - Global Register of Introduced and Invasive Species - La Digue island, Seychelles
DOI: 10.48580/dysj
title: Protected Areas - Global Register of Introduced and Invasive Species - Ile-aux-Vaches Nature Reserve, Seychelles
DOI: 10.48580/dysk
title: Protected Areas - Global Register of Introduced and Invasive Species - Frégate island, Seychelles
DOI: 10.48580/dysl
title: Protected Areas - Global Register of Introduced and Invasive Species - Islets of Farquhar Atoll, Seychelles
DOI: 10.48580/dysm
title: Protected Areas - Global Register of Introduced and Invasive Species - Desnoeufs Island, Seychelles
DOI: 10.48580/dysn
title: Protected Areas - Global Register of Introduced and Invasive Species - D'Arros island, Seychelles
DOI: 10.48580/dysp
title: Protected Areas - Global Register of Introduced and Invasive Species - Curieuse Special Reserve, Seychelles
DOI: 10.48580/dysq
title: Protected Areas - Global Register of Introduced and Invasive Species - Cousine Island, Seychelles
DOI: 10.48580/dysw
title: Protected Areas - Global Register of Introduced and Invasive Species - Cousin Special Reserve, Seychelles
DOI: 10.48580/dysx
title: Protected Areas - Global Register of Introduced and Invasive Species - Conception, Seychelles
DOI: 10.48580/dysy
title: Protected Areas - Global Register of Introduced and Invasive Species - Cosmoledo, Seychelles
DOI: 10.48580/dysz
title: Protected Areas - Global Register of Introduced and Invasive Species - Aride Special Reserve, Seychelles
DOI: 10.48580/dyt2
title: Protected Areas - Global Register of Introduced and Invasive Species - Aldabra Atoll, Seychelles
DOI: 10.48580/dyt3
title: Protected Areas - Global Register of Introduced and Invasive Species - African Banks, Seychelles
DOI: 10.48580/dytd
title: Unexpected diversity of the genus Collarina Jullien, 1886 (Bryozoa, Cheilostomatida) in the NE Atlantic-Mediterranean region: new species and reappraisal of C. balzaci (Audouin, 1826) and C. fayalensis Harmelin, 1978
DOI: 10.5281/zenodo.18661538
title: Oikopleura_Bioamines in Threat response
DOI: 10.5281/zenodo.18661539
title: Oikopleura_Bioamines in Threat response
DOI: 10.48580/dyvc
title: Annotated type-catalogue of Brachyura (Crustacea, Decapoda) of the Muséum national d’Histoire naturelle, Paris. Part II. Gecarcinidae and Grapsidae (Thoracotremata, Grapsoidea), with an Appendix of pre- 1900 collectors
DOI: 10.48580/dyvh
title: Checklist of mammals of the Slobozhanskyi National Nature Park
DOI: 10.5281/zenodo.18661909
title: Car Office Comfort (COC) dataset
title: COC

description: Synopsis

The Car Office Comfort (COC) dataset is a multimodal, synchronized dataset capturing physiological and environmental measurements during real-world commuting and office occupancy scenarios, conducted in central Italy (43°N) within a temperate humid subtropical climate regime. 

This combined release integrates data from:



Campaign 01 (C01) — Summer 2023

Campaign 02 (C02) — Winter 2024


The dataset enables investigation of human thermal comfort, adaptive behavior, and physiological responses across seasonal transitions and micro-environmental contexts.

The COC dataset supports research in:



Human-centric environmental sensing

Thermal comfort and adaptive resilience

Indoor–outdoor environmental transitions

Physiological signal analysis

Multimodal data fusion and modeling


Experimental Context

Participants (N=8) commuted daily between home and office environments while wearing a physiological monitoring device. Environmental conditions were continuously recorded in:



The car micro-environment

The desk microzone

The office indoor environment (LivingLab)


Data collection was conducted under naturalistic conditions to preserve ecological validity.

Data Modalities





Physiological Data (Empatica E4)




Car Micro-Environment Data




Desk Microzone Data




LivingLab Office Data
DOI: 10.48580/dyvy
title: Biodiversity of the aculeate wasps (Hymenoptera: Aculeata) of the Arabian Peninsula: Vespoidea, Bradynobaenidae
DOI: 10.48580/dywc
title: Global Register of Introduced and Invasive Species - Moldova
DOI: 10.48580/dywg
title: A new species of Succinoraphidia Aspöck & Aspöck, 2004 (Raphidioptera: Raphidiidae) from the late Eocene Rovno amber, with venation characteristics of the genus
DOI: 10.48580/dyx8
title: Revision of the Garra species of the Hajar Mountains in Oman and the United Arab Emirates with the description of two new species (Teleostei: Cyprinidae)
DOI: 10.48580/dyxz
title: Revisión taxonómica de Pseudococcus Westwood (Hemiptera: Pseudococcidae) de Centro y Sud América con descripciones de especies nuevas
DOI: 10.48580/dyy2
title: A review of the genus Beltia Jacoby (Chrysomelidae: Eumolpinae: Eumolpini), with descriptions of fourteen new species from Costa Rica, Panama, and northwestern South America
DOI: 10.17632/tg8wk2txpk.2
title: METHANE BIFOCAL MODELING

description: Bifocal modeling is an instructional and analytical approach that connects two complementary "views" of the same phenomenon: (1) directly measurable macroscopic behavior, and (2) a simplified mechanistic model that explains why that behavior occurs. In the methane greenhouse effect experiment, bifocal modeling links real-time environmental data from a small enclosed space with a conceptual model of infrared absorption and heat trapping by CH₄. This conceptual model refers to molecular vibration of CH₄ that consist of asymetric stretching and bending which active interaction with IR but symteric stretching and doubly degenerate bending are not active with IR



In this setup, an Arduino microcontroller serves as the data acquisition unit. Methane concentration is monitored using an MQ-4 gas sensor, while temperature is measured using a DHT22 sensor. The space is exposed to a controlled heat source (a lamp), and the Arduino continuously records the sensor readings at fixed intervals. The macroscopic "focus" view is represented by data showing methane levels (in ppm) along with temperature increases and approaches to steady state. This view allows the user to identify patterns such as faster warming rates, higher peak temperatures, or slower cooling as methane levels increase.
DOI: 10.48580/dyyv
title: Comparative anatomy of the gut of the South American species of Amitermes, with description of two new species and an identification key based on soldiers and workers
DOI: 10.48580/dyyw
title: Taxonomic study of the freshwater shrimps genus Atyoida Randall, 1840 (Crustacea: Decapoda: Atyidae) in Polynesia with a revalidation of A. tahitensis Stimpson, 1860
DOI: 10.48580/dyzh
title: A new species of Copionodon representing a relictual occurrence of the Copionodontinae (Siluriformes: Trichomycteridae), with a CT-scan imaging survey of key subfamilial features
DOI: 10.48580/dyzj
title: Cytogenetics of two Farlowella species (Loricariidae: Loricariinae): implications on the taxonomic status of the species
DOI: 10.48580/dyzk
title: Generic changes in the stag beetle tribe Aesalini (Coleoptera: Lucanidae: Aesalinae) with the description of two new species
DOI: 10.17632/skw8hhmjnx
title: Brain-Computer Gaming Control through Imagined Speech Commands Dataset

description: Twenty-six healthy right-handed volunteers (19 males and 7 females, aged 20.1 ± 1.09, range 18–24) participated in the experiment. All participants were right-handed, native Spanish speakers from Mexico, and had no challenges in speech or language production. None had clinically diagnosed attention deficit disorders or physical impairments. The study was approved by Tecnológico de Monterrey and performed under the Helsinki Declaration. All volunteers signed an informed consent before the acquisitions, and their privacy was guaranteed through personal data anonymization.
DOI: 10.17632/skw8hhmjnx.2
title: Brain-Computer Gaming Control through Imagined Speech Commands Dataset

description: Twenty-six healthy right-handed volunteers (19 males and 7 females, aged 20.1 ± 1.09, range 18–24) participated in the experiment. All participants were right-handed, native Spanish speakers from Mexico, and had no challenges in speech or language production. None had clinically diagnosed attention deficit disorders or physical impairments. The study was approved by Tecnológico de Monterrey and performed under the Helsinki Declaration. All volunteers signed an informed consent before the acquisitions, and their privacy was guaranteed through personal data anonymization.
DOI: 10.17632/cv26bj872v
title: Fortified manor houses in Moravia

description: This is a database of fortified manors in Central Moravia (Czech Republic) and related geophysical research of one of such sites at Stražisko (Prostějov district). The database indicates related type of research, whether it was successful or not, exact dating of the fortified manors/castles and, if known, coordenates of the constructions.
DOI: 10.17632/cv26bj872v.1
title: Fortified manor houses in Moravia

description: This is a database of fortified manors in Central Moravia (Czech Republic) and related geophysical research of one of such sites at Stražisko (Prostějov district). The database indicates related type of research, whether it was successful or not, exact dating of the fortified manors/castles and, if known, coordenates of the constructions.
DOI: 10.48580/dz2y
title: Description of Hydrosmectomorpha Klimaszewski and Webster, a new subgenus of Atheta C. G. Thomson, with three new Canadian species (Coleoptera: Staphylinidae: Aleocharinae)
DOI: 10.17632/gprfs9hybk
title: Voiceprint Representation of Motor Bearing Acoustic Signals under Fault Conditions

description: This dataset contains approximately 14,200 time–frequency representation images (224 × 224) generated from one-second audio recordings sampled at 44.1 kHz. The recordings were collected from a 3 kW induction motor, focusing on the acoustic signals produced by the motor bearing under different conditions (healthy state and faulty conditions).

For each audio segment, four complementary acoustic representations were generated to capture different spectral and temporal characteristics of the signal:

- Mel-spectrogram– A perceptually motivated frequency representation based on the Mel scale. 
- Cochleogram – A biologically inspired time–frequency representation modeling human cochlear behavior. 
- Tempogram – A temporal representation capturing periodic, rhythmic, and impact-related patterns over time. 
- Chromagram– A harmonic representation that distributes spectral energy across 12 pitch-class bins.

The dataset covers five bearing (6206/C3) conditions, providing a comprehensive benchmark for fault diagnosis and machine learning applications:

- H (Healthy): Normal bearing condition 
- B (Ball Fault): Defect in the rolling element (ball) 
- C (Cage Fault): Defect in the bearing cage 
- I (Inner Race Fault): Defect on the inner race 
- O (Outer Race Fault): Defect on the outer race 

Each one-second audio file was transformed into the four aforementioned representations, enabling multi-domain feature extraction for:

- Fault classification 
- Condition monitoring 
- Predictive maintenance 

By combining perceptual (Mel), human cochlear behavior modeling (Cochleogram), time-based rhythmic modulation (Tempogram), and harmonic structure (Chromagram), this dataset provides a rich and diverse feature space for researchers working on acoustic signal processing, deep learning, and intelligent fault diagnosis in rotating machinery.