cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.hbrrpt
title: Occurrence Download

description: A dataset containing 1168446 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "DatasetKey is iNaturalist Research-grade Observations"
 ]
}

 The dataset includes 1168446 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033229-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9gwvhs
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "ScientificName" : [
 "is Acer rubrum"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033254-251025141854904/datasets/export for details.
DOI: 10.6084/m9.figshare.30620357
title: <b>Rainfall effects on soil microbiomes worldwide</b>

description: combined an experimental global database with a continental-scale experimental study, and found that soil microorganisms consistently respond to experimental changes in rainfall patterns worldwide
DOI: 10.6084/m9.figshare.30620357.v1
title: <b>Rainfall effects on soil microbiomes worldwide</b>

description: combined an experimental global database with a continental-scale experimental study, and found that soil microorganisms consistently respond to experimental changes in rainfall patterns worldwide
DOI: 10.5255/ukda-sn-858149
title: Interviews with Managers, Employees and Other Stakeholders on Automation Processes in Knowledge-Intensive Business Services, UK and Germany, 2022-2023

description: The data consist of information from 27 semi-structured interview sessions (two interviewees were interviewed twice) between March 2022 and March 2023. Data collection began around two focal cases - two major banks, one in the UK and one in Germany, which remain anonymous for reasons of confidentiality. In addition, we conducted interviews with participants from a variety of service organisations in the field, including competitor banks, other service companies engaged in automation, automation vendors, other financial services companies, consulting companies, and representatives from professional and trade union associations.
DOI: 10.15468/dl.vfsc6k
title: Occurrence Download

description: A dataset containing 631009 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is eButterfly Surveys"
 ]
}

 The dataset includes 631009 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033232-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fcraap
title: Occurrence Download

description: A dataset containing 248523 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Austria",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Squamata, Testudines, Amphibia)"
 ]
}

 The dataset includes 248523 records from 105 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033217-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yc3nd4
title: Occurrence Download

description: A dataset containing 162 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material sample, Material citation, Specimen, Fossil, Living Specimen, Occurrence evidence)",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Metasequoia glyptostroboides",
 "Year 1000-2025"
 ]
}

 The dataset includes 162 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033263-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57745/vwzcdh
title: MITIK-PARKING-Dataset.zip

description: :unav
DOI: 10.57745/woyj4u
title: MITIK_Dataset_pseudo-anonymized_parking_area-v2.zip

description: :unav
DOI: 10.57745/pfu936
title: MITIK Dataset of pseudo-anonymized WiFi management frames from a parking area

description: This dataset (MITIK-PARKING) is part of the ANR MITIK project. It contains WiFi management frames—specifically probe requests, probe responses, and beacons—captured from two test devices with non-randomized MAC addresses. These frames were recorded in parallel by multiple super-sniffers operating on channel 1 of the 2.4 GHz WiFi band recorded these frames in parallel. Data collection was performed synchronously using the MITIK-MGMT (https://gitlab.inria.fr/mitik/measurement-management/mitik-mgmt)toolkit, and the frames are stored in .pcap format. For more details, please refer to the README.md file.
DOI: 10.5281/zenodo.13310562
title: PEPT data for Understanding the effect of fluid viscosity in Vertical Stirred Mills using the Positron Emission Particle Tracking (PEPT) approach

description: The raw PEPT data collected for the paper "Understanding the effect of fluid viscosity in vertical stirred mills using the positron emission particle tracking (PEPT) approach." The paper is the first to use the PEPT technique to investigate the effect of fluid viscosity on the efficiency of the grinding process.

This data can be post-processed using the PEPT-ML library and used in isolation or it can be used to calibrate an equivalent simulation. The simulation template is available on GitHub and the link to this is under the Software tab. Each file is labelled by the fluid viscosity and attritor speed used in the experiment, The data for a single run is often split across files but can be combined by the PEPT-ML library.
DOI: 10.5281/zenodo.17609703
title: PEPT data for Understanding the effect of fluid viscosity in Vertical Stirred Mills using the Positron Emission Particle Tracking (PEPT) approach

description: The raw PEPT data collected for the paper "Understanding the effect of fluid viscosity in vertical stirred mills using the positron emission particle tracking (PEPT) approach." The paper is the first to use the PEPT technique to investigate the effect of fluid viscosity on the efficiency of the grinding process.

This data can be post-processed using the PEPT-ML library and used in isolation or it can be used to calibrate an equivalent simulation. The simulation template is available on GitHub and the link to this is under the Software tab. Each file is labelled by the fluid viscosity and attritor speed used in the experiment, The data for a single run is often split across files but can be combined by the PEPT-ML library.
DOI: 10.6084/m9.figshare.30256420
title: Raw data supporting the figure graphs in the research paper entitled <i>“3D-Printed Prefilter with Crystal Violet–Gold Nanocluster Hybrid for Reusable Visible-Light-Activated Antimicrobial Air Filtration</i>

description: Here, we report a reusable, visible-light-activated antimicrobial filtration system integrating a crystal violet–gold nanocluster (Au@CV) coated pre-filter with a conventional dust filter. Under visible light, the Au@CV layer generated reactive oxygen species (ROS), enabling dual antimicrobial action. The raw data supporting the figure graphs in this article, including UV–Vis spectra, XPS, fluorescence emission data, and microbial assays related to the study, are available.
DOI: 10.6084/m9.figshare.30256420.v2
title: Raw data supporting the figure graphs in the research paper entitled <i>“3D-Printed Prefilter with Crystal Violet–Gold Nanocluster Hybrid for Reusable Visible-Light-Activated Antimicrobial Air Filtration</i>

description: Here, we report a reusable, visible-light-activated antimicrobial filtration system integrating a crystal violet–gold nanocluster (Au@CV) coated pre-filter with a conventional dust filter. Under visible light, the Au@CV layer generated reactive oxygen species (ROS), enabling dual antimicrobial action. The raw data supporting the figure graphs in this article, including UV–Vis spectra, XPS, fluorescence emission data, and microbial assays related to the study, are available.
DOI: 10.6084/m9.figshare.30256420.v1
title: Raw data supporting the figure graphs in the research paper entitled <i>“3D-Printed Prefilter with Crystal Violet–Gold Nanocluster Hybrid for Reusable Visible-Light-Activated Antimicrobial Air Filtration</i>

description: Here, we report a reusable, visible-light-activated antimicrobial filtration system integrating a crystal violet–gold nanocluster (Au@CV) coated pre-filter with a conventional dust filter. Under visible light, the Au@CV layer generated reactive oxygen species (ROS), enabling dual antimicrobial action. The raw data supporting the figure graphs in this article, including UV–Vis spectra, XPS, fluorescence emission data, and microbial assays related to the study, are available.
DOI: 10.5281/zenodo.17609886
title: Yeast bioactive compounds_NVL
DOI: 10.5281/zenodo.17609887
title: Yeast bioactive compounds_NVL
DOI: 10.15468/dl.x5nwcv
title: Occurrence Download

description: A dataset containing 296808 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "TaxonKey is Castor fiber"
 ]
}

 The dataset includes 296808 records from 513 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033220-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rp3n75
title: Occurrence Download

description: A dataset containing 110635 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aves",
 "Geometry POLYGON((93 25, 95 25, 95 26, 93 26, 93 25))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 110635 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033157-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.30620402
title: CO<sub>2</sub> soil flux at La Fossa Crater (Vulcano Island, Italy)

description: Time series of diffusive CO<sub>2</sub> flux measured at La Fossa Crater (Vulcano Island) from January 2018 to February 2025 with a West System Soil CO<sub>2</sub> station (accumulation chamber).
DOI: 10.6084/m9.figshare.30620402.v1
title: CO<sub>2</sub> soil flux at La Fossa Crater (Vulcano Island, Italy)

description: Time series of diffusive CO<sub>2</sub> flux measured at La Fossa Crater (Vulcano Island) from January 2018 to February 2025 with a West System Soil CO<sub>2</sub> station (accumulation chamber).
DOI: 10.15468/dl.jzem22
title: Occurrence Download

description: A dataset containing 90894 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Herbario Universidad de Antioquia (HUA)"
 ]
}

 The dataset includes 90894 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033235-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hn486c
title: Occurrence Download

description: A dataset containing 518 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Protomyctophum andriashevi",
 "HasCoordinate is true",
 "DecimalLatitude is greater than -90",
 "DecimalLatitude is less than 10",
 "DecimalLongitude is greater than -180",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1950",
 "Year is less than or equal to 2014"
 ]
}

 The dataset includes 518 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007575-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3ngxf7
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Honduras",
 "DatasetKey is Natural History Museum (London) Collection Specimens",
 "TaxonKey is Adiantum"
 ]
}

 The dataset includes 17 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007576-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25824/redu/ll3hr0
title: Evolução molecular de cetáceos fluviais

description: O conjunto de dados utilizado nesta dissertação foi desenvolvido com o propósito de investigar os fundamentos genômicos da adaptação de cetáceos a ambientes de água doce, um processo evolutivo raro e biologicamente significativo. O objetivo central é identificar padrões convergentes de evolução, sinais de seleção positiva e dinâmicas de famílias gênicas que expliquem como diferentes linhagens de cetáceos, de origens independentes, conseguiram colonizar e persistir em ecossistemas fluviais. A natureza dos dados é estritamente genômica e comparativa. O conjunto inclui genomas completos e anotações gênicas de seis espécies de cetáceos de água doce: Inia geoffrensis, Lipotes vexillifer, Platanista gangetica, Platanista minor, Neophocaena asiaeorientalis asiaeorientalis e Sotalia fluviatilis. Os dados abrangem sequências codificantes, famílias gênicas, métricas evolutivas e resultados derivados de análises computacionais, como detecção de seleção positiva, expansão e contração de famílias gênicas e taxas evolutivas relativas. Em conjunto, esses dados permitem avaliar processos moleculares relacionados à osmorregulação, resposta imune, desenvolvimento esquelético e regulação metabólica. O escopo do dataset é amplo, abrangendo tanto dados primários de sequências genômicas quanto dados derivados de análises evolutivas comparativas. Ele permite explorar desde padrões específicos de genes individuais até tendências macroevolutivas compartilhadas entre diferentes linhagens de cetáceos fluviais. Esse conjunto de dados fornece uma base robusta para examinar mecanismos de adaptação em múltiplos níveis biológicos e representa um recurso valioso para estudos futuros sobre evolução convergente, fisiologia de mamíferos aquáticos e conservação de espécies ameaçadas.
DOI: 10.15468/dl.ea6fyc
title: Occurrence Download

description: A dataset containing 294 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sternochetus mangiferae",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Specimen, Material sample, Occurrence evidence)"
 ]
}

 The dataset includes 294 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007577-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18342488
title: Mass spectrometry data profiling whole cell lipid extractions from Mycobacterium tuberculosis H37Rv and strains mutated in Rv3378c

description: Mass spectrometry data files of whole cell lipid extracts from strains of Mycobacterium tuberculosis with engineered replacement of the gene Rv3378c, the complemented Rv3378c deletion, and the non-mutated parental strain H37Rv.  Biological quadruplicate samples from each strain were profiled to assess terpene nucleoside biosynthesis.  These data were analyzed in the manuscript, “Mycobacteria that cause tuberculosis have retained ancestrally acquired genes for the biosynthesis of chemically diverse terpene nucleosides” (https://doi.org/10.1371/journal.pbio.3002813) and were included in analyzed form (DOI 10.5281/zenodo.8096634). Instrument and chromatography metadata and an annotated sample list are included with the centroided data files in mzXML format.
DOI: 10.5281/zenodo.18342489
title: Mass spectrometry data profiling whole cell lipid extractions from Mycobacterium tuberculosis H37Rv and strains mutated in Rv3378c

description: Mass spectrometry data files of whole cell lipid extracts from strains of Mycobacterium tuberculosis with engineered replacement of the gene Rv3378c, the complemented Rv3378c deletion, and the non-mutated parental strain H37Rv.  Biological quadruplicate samples from each strain were profiled to assess terpene nucleoside biosynthesis.  These data were analyzed in the manuscript, “Mycobacteria that cause tuberculosis have retained ancestrally acquired genes for the biosynthesis of chemically diverse terpene nucleosides” (https://doi.org/10.1371/journal.pbio.3002813) and were included in analyzed form (DOI 10.5281/zenodo.8096634). Instrument and chromatography metadata and an annotated sample list are included with the centroided data files in mzXML format.
DOI: 10.5281/zenodo.18352123
title: The Solaris Protocol: Load-Independent Energy Transport & The 500% Gain Sphere Reactor

description: This dataset creates a bridge between macro-scale geometric laws and micro-scale quantum thermodynamics.

Building upon The 0.25 Protocol (a geometric phase distribution law), we conducted a series of experiments on IBM Quantum superconducting processors (ibm_torino & ibm_fez). The results confirm that specific geometric arrangements ($k=3, \theta \approx 0.015\pi$) induce a state of "Source Immunity" and "Self-Sustaining Resonance."

Key Experimental Phases included in this dataset:





The Sphere Reactor (Phase I):





The Singularity: The initial discovery where a closed spherical topology achieved a ~500% energy gain relative to baseline injection. This proves the "Gathering" capability of the protocol.






Solaris & Supernova (Phase III & IV):





The Transmission: Verification of a "One-to-Three" broadcast system where the source ring maintained ~50% saturation even under extreme loads ($\gamma_{sink} = 0.5\pi$) and extended duration (Depth=1000). Validated on multiple architectures.






Infinity (Phase V):





The Eternity: Evidence of negative entropy characteristics, where the system locked into a high-energy state (51.78%) over long evolutionary cycles.





The Holographic Evidence Added telemetry from "Project Hawking" (n=7, Size=12). Observation: Under vacuum idle conditions (Depth=100), the topological rings maintained a mean energy density of 51.33%, exhibiting negligible thermal decay. This suggests a Holographic Locking mechanism where information is protected by the geometric boundary conditions.

Acoustic Verification of Holographic Structure: Spectral analysis of GW150914 reveals a dominant overtone at 1.515 x $f_0$ (Prominence > 300%), precisely mirroring the 2:3 (8-on/4-off) discrete pixelation observed in our quantum horizon simulations. This suggests the event horizon vibrates as a structured lattice rather than a smooth continuum.Theoretical Foundation:

This project is the quantum implementation of The 0.25 Protocol.





Core Protocol Definition: https://zenodo.org/records/18172250
DOI: 10.5281/zenodo.18262123
title: Dataset on contaminants in water, sediment, and fish from Lake Chapala, Mexico (2024–2025)

description: This dataset contains environmental monitoring results from Lake Chapala, Mexico, collected across four seasons between 2024 and 2025. It includes concentrations of pesticides, herbicides, heavy metals, and physicochemical parameters in water (superficial and interstitial), sediment, and fish tissue (tilapia, bass, catfish, and carp), covering eight sampling sites with provided spatial coordinates. On each campaign, samples were collected from all eight stations for water (surface and interstitial), sediment, and fish (as available), totaling 64 water samples (8 sites × 2 depths × 4 periods), 32 sediment samples, and a representative set of fish specimens. At each site and during each sampling event, on-site measurements of key water quality parameters were carried out using a calibrated multi-parameter water quality probe (EXO2 YSI® by Xylem, United States). The probe was deployed at both surface and near-bottom (interstitial) depths to measure: water temperature (°C), pH (standard units), dissolved oxygen (DO; mg/L), electrical conductivity (EC, µS/cm), and oxidation-reduction potential (ORP; mV). Additionally, water transparency was estimated with a Secchi disk at each site (Secchi depth in cm). Water samples were analyzed in an accredited laboratory for a suite of chemical parameters following standard methods, largely based on Mexican Norms (NOM) for water quality. Pesticides and herbicides were detected and quantified using Ultra-High Performance Liquid Chromatography coupled with Tandem Mass Spectrometry (UHPLC-MS/MS), while heavy metals were analyzed using Inductively Coupled Plasma Atomic Emission Spectroscopy (ICP-AES).

The dataset is structured in an Excel file with five sheets:



README



Sampling site locations.




Water quality data.




Sediment contaminant levels.




Fish tissue contaminant levels.
DOI: 10.5281/zenodo.18262124
title: Dataset on contaminants in water, sediment, and fish from Lake Chapala, Mexico (2024–2025)

description: This dataset contains environmental monitoring results from Lake Chapala, Mexico, collected across four seasons between 2024 and 2025. It includes concentrations of pesticides, herbicides, heavy metals, and physicochemical parameters in water (superficial and interstitial), sediment, and fish tissue (tilapia, bass, catfish, and carp), covering eight sampling sites with provided spatial coordinates. On each campaign, samples were collected from all eight stations for water (surface and interstitial), sediment, and fish (as available), totaling 64 water samples (8 sites × 2 depths × 4 periods), 32 sediment samples, and a representative set of fish specimens. At each site and during each sampling event, on-site measurements of key water quality parameters were carried out using a calibrated multi-parameter water quality probe (EXO2 YSI® by Xylem, United States). The probe was deployed at both surface and near-bottom (interstitial) depths to measure: water temperature (°C), pH (standard units), dissolved oxygen (DO; mg/L), electrical conductivity (EC, µS/cm), and oxidation-reduction potential (ORP; mV). Additionally, water transparency was estimated with a Secchi disk at each site (Secchi depth in cm). Water samples were analyzed in an accredited laboratory for a suite of chemical parameters following standard methods, largely based on Mexican Norms (NOM) for water quality. Pesticides and herbicides were detected and quantified using Ultra-High Performance Liquid Chromatography coupled with Tandem Mass Spectrometry (UHPLC-MS/MS), while heavy metals were analyzed using Inductively Coupled Plasma Atomic Emission Spectroscopy (ICP-AES).

The dataset is structured in an Excel file with five sheets:



README



Sampling site locations.




Water quality data.




Sediment contaminant levels.




Fish tissue contaminant levels.
DOI: 10.48366/r1580597
title: Modern e-learning app and platform

description: Research papers highlight information about peculiarities of learning with the help of modern e-learning apps and e-learning platforms.
DOI: 10.5281/zenodo.18352450
title: ouo
DOI: 10.5281/zenodo.18352451
title: ouo
DOI: 10.5281/zenodo.18352518
title: BERUNIY VA SHAXRISTONIY ILMIY MEROSIDA BUDDVIYLIK TA'LIMOTINI YORITILISHI

description: Mazkur maqolada o‘rta asr musulmon sharqining yirik allomalari Abu Rayhon Beruniy va Muhammad ibn Abdulkarim ash-Shaxristoniyning ilmiy merosida buddaviylik ta’limotining yoritilishi qiyosiy tahlil qilinadi. Ularning asarlarida buddaviylikning asosiy aqidalari, falsafiy g‘oyalari, ibodat amaliyotlari va jamiyatdagi o‘rni ilmiy xolislik asosida bayon etilganligi ochib beriladi. Shuningdek, ikki olimning metodologik yondashuvi va dinshunoslik faniga qo‘shgan hissasi tahlil qilinadi.