cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/gprfs9hybk.3
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.
DOI: 10.48580/dz44
title: Acanthopagrus datnia (Hamilton, 1822), a senior synonym of Acanthopagrus longispinnis (Valenciennes, 1830) (Perciformes: Sparidae)
DOI: 10.17632/d39frxtgd3
title: Replication Code and Sample Synthetic Data : For Does the thin capitalization rule harm investment?

description: This is only 30 randomly a synthetic dataset generated for replication purposes. While the variable names and structure are identical to the original data, all identifying information has been removed and numerical values have been replaced with randomly generated data that preserves the original dataset's summary statistics (mean, standard deviation, and number of observations). Access to the underlying tax administration data is restricted due to confidentiality agreements with the tax authority, as is standard in this field of research. Therefore, the original datasets cannot be publicly shared.
DOI: 10.48580/dz4g
title: Taxonomic notes on Western Hemisphere Cyrtinini (Coleoptera: Cerambycidae: Lamiinae) including description of two new Cyrtinus LeConte species
DOI: 10.17632/d39frxtgd3.3
title: Replication Code and Sample Synthetic Data : For Does the thin capitalization rule harm investment?

description: This is only 30 randomly a synthetic dataset generated for replication purposes. While the variable names and structure are identical to the original data, all identifying information has been removed and numerical values have been replaced with randomly generated data that preserves the original dataset's summary statistics (mean, standard deviation, and number of observations). Access to the underlying tax administration data is restricted due to confidentiality agreements with the tax authority, as is standard in this field of research. Therefore, the original datasets cannot be publicly shared.
DOI: 10.48580/dz4s
title: Resolving the taxonomic puzzle of Boana cinerascens (Spix, 1824), with resurrection of Hyla granosa gracilis Melin, 1941 (Anura: Hylidae)
DOI: 10.17632/8mpkhhkbmn
title: In vivo imaging of superoxide as drug response and precision therapy enrollment biomarkers for BAM15 treatment in sepsis AKI

description: These data underly the manuscript "In vivo imaging of superoxide as drug response and precision therapy enrollment biomarkers for BAM15 treatment in sepsis AKI", including images, measured superoxide content, glomerular filtration rate, and survival after cecal ligation and puncture-induced sepsis in a mouse model, where individual mice were treated with either BAM15 or vehicle control.
DOI: 10.17632/8mpkhhkbmn.1
title: In vivo imaging of superoxide as drug response and precision therapy enrollment biomarkers for BAM15 treatment in sepsis AKI

description: These data underly the manuscript "In vivo imaging of superoxide as drug response and precision therapy enrollment biomarkers for BAM15 treatment in sepsis AKI", including images, measured superoxide content, glomerular filtration rate, and survival after cecal ligation and puncture-induced sepsis in a mouse model, where individual mice were treated with either BAM15 or vehicle control.
DOI: 10.48580/dz68
title: Cylindera (Conidera) mindoroana sp. n. (Coleoptera: Cicindelidae), a new tiger beetle species from the Philippines
DOI: 10.48580/dz6q
title: The Trichoptera of Panama. VI. Seven new species of microcaddisflies (Insecta: Trichoptera: Hydroptilidae) from Mount Totumas Cloud Forest and Biological Reserve
DOI: 10.48580/dz6x
title: New species and first record of Helotrephes from India, and a check-list of Indian Helotrephidae (Hemiptera: Heteroptera)
DOI: 10.48580/dz7c
title: A new genus for Painter & Painter’s Villa “ celer ” - group in the New World (Diptera: Bombyliidae)
DOI: 10.48580/dz7v
title: On the tribal classification of the Nearctic Melolonthinae (Coleoptera: Scarabaeidae), with descriptions of new species of Acoma Casey, 1889
DOI: 10.48580/dz84
title: Eunice sensu latu (Annelida: Eunicidae) from Australia: description of seven new species and comments on previously reported species of the genera Eunice, Leodice and Nicidion
DOI: 10.48580/dz8c
title: Dasymutilla Ashmead (Hymenoptera, Mutillidae) in Panama: new species, sex associations and seasonal flight activity
DOI: 10.48580/dz8s
title: Three new species of the genus Dendronotus from Japan and Russia (Mollusca, Nudibranchia)
DOI: 10.48580/dzbw
title: The Trichoptera of Panama XIII. Further new country records for caddisflies (Insecta: Trichoptera) from the Republic of Panama
DOI: 10.48580/dzdn
title: Revision of Helvetia (Araneae: Salticidae: Heliophaninae)
DOI: 10.5281/zenodo.16981139
title: Car Office Comfort (COC-D1) dataset
title: MuSIC_IRP1_COC-D1

description: Summary

The Car Office Comfort (COC-D1) dataset captures multimodal physiological and environmental measurements from eight participants during daily commutes and office stays in Perugia, Italy, during summer 2023. Data was collected using wearable and ambient sensors to investigate human comfort responses in dynamic real-world conditions. The dataset provides synchronized physiological and environmental data from eight participants, with assigned IDs P01–P08, during their commuting and office work routines in Perugia, Italy, in summer 2023. Physiological signals were recorded using the Empatica E4 wristband, while thermal conditions were monitored with iButton Hygrochron thermohygrometers. A Wireless Sensor Network (National Instruments) continuously measured indoor thermal, visual, and air quality parameters, alongside window and door status in office environments. The dataset enables analysis of human comfort, thermal stress, and indoor-outdoor environmental transitions across commuting and workplace settings. It supports research in human-centric sensing, environmental monitoring, and data-driven comfort modeling.
DOI: 10.5281/zenodo.16981138
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/dzf4
title: Revision of Hypoxys Amyot & Serville, 1843 stat. rest. (Heteroptera Pentatomidae)
DOI: 10.48580/dzft
title: Nomenclatural changes in American Apomecynini including description of new genera and species (Coleoptera: Cerambycidae)
DOI: 10.48580/dzg5
title: Descriptions of Zygometapodus gen. nov. and a new species of Stenometapodus (Hemiptera: Heteroptera: Coreidae)
DOI: 10.48580/dzgd
title: Two new species and two new combinations in Saphenista Walsingham, 1914 from western North America (Lepidoptera: Tortricidae)
DOI: 10.48580/dzgk
title: Two new species of Odontostilbe historically hidden under O. microcephala (Characiformes: Cheirodontinae)
DOI: 10.48580/dzgv
title: Revision of freshwater shrimps belonging to Caridina weberi complex (Crustacea: Decapoda: Atyidae) from Polynesia with discussion on their biogeography
DOI: 10.48580/dzhr
title: South American Coccinellidae (Coleoptera), Part XIX: Overview of Cryptognathini and systematic revision of South American Cryptognatha Mulsant
DOI: 10.5281/zenodo.18662181
title: COMBINED ANTIBIOTIC AND IMMUNOMODULATORY THERAPY IN COMPLICATED RESPIRATORY INFECTIONS: A SYSTEMATIC ANALYSIS OF CLINICAL EFFICACY AND MODERN APPROACHES

description: The management of complicated respiratory infections remains a cornerstone of pediatric and adult pulmonology, particularly given the rising challenges of antibiotic resistance and post-viral immune dysfunction. This article explores the clinical utility of integrating immunomodulators with traditional antibiotic regimens to treat severe respiratory conditions. By analyzing modern therapeutic strategies proposed in 2025, the study evaluates how this dual approach mitigates inflammatory damage while ensuring bacterial clearance. The findings suggest that combined therapy significantly reduces the duration of clinical symptoms, such as persistent cough, and prevents the transition of acute infections into chronic states. This analysis provides a framework for clinicians to optimize treatment protocols through a more holistic immunological perspective.
DOI: 10.48580/dzj3
title: Bunocephalus hertzi, a new banjo catfish from the upper Rio Paraná basin, Brazil (Siluriformes: Aspredinidae), with the redescription of Bunocephalus larai Ihering 1930
DOI: 10.5281/zenodo.18662180
title: COMBINED ANTIBIOTIC AND IMMUNOMODULATORY THERAPY IN COMPLICATED RESPIRATORY INFECTIONS: A SYSTEMATIC ANALYSIS OF CLINICAL EFFICACY AND MODERN APPROACHES

description: The management of complicated respiratory infections remains a cornerstone of pediatric and adult pulmonology, particularly given the rising challenges of antibiotic resistance and post-viral immune dysfunction. This article explores the clinical utility of integrating immunomodulators with traditional antibiotic regimens to treat severe respiratory conditions. By analyzing modern therapeutic strategies proposed in 2025, the study evaluates how this dual approach mitigates inflammatory damage while ensuring bacterial clearance. The findings suggest that combined therapy significantly reduces the duration of clinical symptoms, such as persistent cough, and prevents the transition of acute infections into chronic states. This analysis provides a framework for clinicians to optimize treatment protocols through a more holistic immunological perspective.
DOI: 10.48580/dzj8
title: Review of the genus Chilotrogus Reitter (Coleoptera: Scarabaeidae: Melolonthinae Rhizotrogini) in Iran with description of two new species
DOI: 10.48580/dzjh
title: Global database of alien macrofungi
DOI: 10.48580/dzjs
title: New species of Ochodaeus Dejean from Madagascar II (Coleoptera: Scarabaeoidea: Ochodaeidae)
DOI: 10.48580/dzk2
title: Pygmy grasshoppers of the genus Formosatettix Tinkhamı 1937 (Orthoptera: Tetrigidae: Tetriginae)
DOI: 10.15468/dl.bcp7c4
title: Occurrence Download

description: A dataset containing 984821 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Saudi Arabia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 984821 records from 517 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022261-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.phsahc
title: Occurrence Download

description: A dataset containing 207715 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Betula pubescens",
 "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 207715 records from 256 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022244-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.px7fdg
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tylothallia biformigera",
 "Country is one of (Norway)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1986",
 "Year is less than or equal to 2025",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "not" : {
 "BasisOfRecord" : [
 "is Machine Observation"
 ]
 }
 }
 ]
}

 The dataset includes 7 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022293-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18662102
title: Taxonomic revision and phylogenetic insights of Peperomia subgenus Multipalmata from Central America

description: This dataset contains the phylogenetic data associated with the manuscript on the Multipalmata clade of Peperomia from Central America. The files include sequence alignments and phylogenetic trees used to infer evolutionary relationships among sampled taxa.

Contents of the dataset: Sequence alignment

Multipalmata_Central_America_alignment.txtMultiple sequence alignment used for phylogenetic analyses.

Phylogenetic trees

*.contree filesConsensus trees resulting from phylogenetic analyses conducted on the aligned dataset. These files represent different analytical runs and/or parameter settings used during tree inference.

Abstract. Peperomia is among the most species-rich genera of angiosperms in the Neotropics. Nine of the 14 currently recognized subgenera of Peperomia include terrestrial members. Peperomia subgenus Multipalmata is one of these, characterized by its terrestrial habit forming a rosette, palmate venation with main veins sunken adaxially, simple inflorescences, and subglobose fruits. To date, no monograph, synopsis, or regional/national taxonomic treatment of the subgenus has been published. Here, based on fieldwork, herbarium specimens, and a phylogenetic study, we present the first regional taxonomic revision of Multipalmata, specifically for Costa Rica and Panama. Nine species are recognized, including Peperomia subrubescens as a new regional record, and two new species are described and illustrated: Peperomia gloriosa distinguished by its dark-green leaf blades, villous indument, and thick, fleshy, hollow, and curved red spadices, and Peperomia isthmensis distinguished by its glabrous stems, long-villous petioles and leaf blades and the absence of a dichotomously branched central primary vein. All nine species occur below 1600 m, mainly in moist forest habitats along small streams and rocky areas. A phylogenetic hypothesis based on Sanger sequencing data recovers the relationships of eight out of nine Multipalmata species from Costa Rica and Panama, forming a well-supported clade with three South American species. Peperomia aurorana, P. gymnophylla, P. hammelii, P. syringifolia, and P. trichomanoides previously listed under Multipalmata are excluded. We provide taxonomic descriptions, illustrations of the new species, photographic plates, a distribution map, Preliminary conservation assessment, notes on distribution and habitat, taxonomic comments, and a dichotomous key.
DOI: 10.5281/zenodo.18662103
title: Taxonomic revision and phylogenetic insights of Peperomia subgenus Multipalmata from Central America

description: This dataset contains the phylogenetic data associated with the manuscript on the Multipalmata clade of Peperomia from Central America. The files include sequence alignments and phylogenetic trees used to infer evolutionary relationships among sampled taxa.

Contents of the dataset: Sequence alignment

Multipalmata_Central_America_alignment.txtMultiple sequence alignment used for phylogenetic analyses.

Phylogenetic trees

*.contree filesConsensus trees resulting from phylogenetic analyses conducted on the aligned dataset. These files represent different analytical runs and/or parameter settings used during tree inference.

Abstract. Peperomia is among the most species-rich genera of angiosperms in the Neotropics. Nine of the 14 currently recognized subgenera of Peperomia include terrestrial members. Peperomia subgenus Multipalmata is one of these, characterized by its terrestrial habit forming a rosette, palmate venation with main veins sunken adaxially, simple inflorescences, and subglobose fruits. To date, no monograph, synopsis, or regional/national taxonomic treatment of the subgenus has been published. Here, based on fieldwork, herbarium specimens, and a phylogenetic study, we present the first regional taxonomic revision of Multipalmata, specifically for Costa Rica and Panama. Nine species are recognized, including Peperomia subrubescens as a new regional record, and two new species are described and illustrated: Peperomia gloriosa distinguished by its dark-green leaf blades, villous indument, and thick, fleshy, hollow, and curved red spadices, and Peperomia isthmensis distinguished by its glabrous stems, long-villous petioles and leaf blades and the absence of a dichotomously branched central primary vein. All nine species occur below 1600 m, mainly in moist forest habitats along small streams and rocky areas. A phylogenetic hypothesis based on Sanger sequencing data recovers the relationships of eight out of nine Multipalmata species from Costa Rica and Panama, forming a well-supported clade with three South American species. Peperomia aurorana, P. gymnophylla, P. hammelii, P. syringifolia, and P. trichomanoides previously listed under Multipalmata are excluded. We provide taxonomic descriptions, illustrations of the new species, photographic plates, a distribution map, Preliminary conservation assessment, notes on distribution and habitat, taxonomic comments, and a dichotomous key.
DOI: 10.5281/zenodo.18662201
title: INNOVATIVE OPPORTUNITIES OF DUAL EDUCATION IN DEVELOPING THE PROFESSIONAL COMPETENCES OF FUTURE TECHNOLOGICAL EDUCATION TEACHERS

description: This article discusses the innovative potential of the dual education system in the process of developing professional competencies of future teachers of technological education on a scientific basis. The study analyzed the mechanisms of forming professional competencies based on the integration of higher pedagogical education and the production environment, and the effectiveness of the pedagogical model based on dual education was determined through experimental work. The results of the study showed that the dual education system has priority opportunities in ensuring the sustainable development of pedagogical, technological and practical competences of future teachers of technological education. The conclusions obtained serve to improve the quality of training in the field of technological education.
DOI: 10.5281/zenodo.18662202
title: INNOVATIVE OPPORTUNITIES OF DUAL EDUCATION IN DEVELOPING THE PROFESSIONAL COMPETENCES OF FUTURE TECHNOLOGICAL EDUCATION TEACHERS

description: This article discusses the innovative potential of the dual education system in the process of developing professional competencies of future teachers of technological education on a scientific basis. The study analyzed the mechanisms of forming professional competencies based on the integration of higher pedagogical education and the production environment, and the effectiveness of the pedagogical model based on dual education was determined through experimental work. The results of the study showed that the dual education system has priority opportunities in ensuring the sustainable development of pedagogical, technological and practical competences of future teachers of technological education. The conclusions obtained serve to improve the quality of training in the field of technological education.
DOI: 10.15468/dl.nr4k23
title: Occurrence Download

description: A dataset containing 235584 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Embiotoca",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 235584 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022264-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2mpy5g
title: CCDC 2434156: Experimental Crystal Structure Determination

description: Related Article: Kaíque A. D’Oliveira, Nícolas Glanzmann, Adilson D. da Silva, Carlos E. T. Bruzeguini, Marcos A. Ribeiro, Christian S. Carnero Canales, Cesar A. Roque-Borda, Fernando R. Pavan, Débora F. M. da Silva, Douglas H. Pereira, Alexandre Cuin|2026|ACS Omega|11|2114|doi:10.1021/acsomega.5c10934
description: Related Article: Kaíque A. D’Oliveira, Nícolas Glanzmann, Adilson D. da Silva, Carlos E. T. Bruzeguini, Marcos A. Ribeiro, Christian S. C. Canales, Cesar A. Roque-Borda, Fernando R. Pavan, Alexandre Cuin|2025|J.Braz.Chem.Soc.|||doi:10.21577/0103-5053.20250048
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.