cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.3xnxwx
title: Occurrence Download

description: A dataset containing 283730 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation)",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "TaxonKey is Pipistrellus pygmaeus",
 "Year 2010-2026"
 ]
}

 The dataset includes 283730 records from 91 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008794-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.12770/0187558a-d3e5-4cfd-90dd-90f0ff8668fd
title: RNA-seq dataset investigating salinity-driven responses of Vibrio aestuarianus subsp. francensis and their host Magallana gigas hemocytes during infection, 2023-2024

description: RNA-seq of bacterial strain Vibrio aestuarianus subsp. francensis 12016 grown at different salinity in rich medium (15, 22, 34 and 40 g/L) sampled at late exponential stage, for the EpiVib-salinity experiment 2023. RNA-seq of Magallana gigas haemocytes infected with Vibrio aestuarianus subsp. francensis 12/016 strain by cohabitation and transferred to three different salinities (15, 30 and 40 psu) for the GoodVibe experiment 2024.
DOI: 10.25810/k55w-7a04.94
title: World Radio Coverage of Climate Change or Global Warming, 2000-2026 - January 2026

description: The Media and Climate Change Observatory Data monitors 130 sources (across newspapers, radio and TV) in 59 countries in seven different regions around the world. Data is assembled by accessing archives through the Lexis Nexis, Proquest and Factiva databases via the University of Colorado libraries. More information may be found at: http://mecco.colorado.edu.
DOI: 10.17632/j75hs94wfv
title: Supporting materials of The Critical Role of Pyroptosis in Deoxynivalenol-Induced Renal Tubular Epithelial Damage in Mice

description: Supporting materials
DOI: 10.17632/j75hs94wfv.1
title: Supporting materials of The Critical Role of Pyroptosis in Deoxynivalenol-Induced Renal Tubular Epithelial Damage in Mice

description: Supporting materials
DOI: 10.5281/zenodo.18453498
title: Morphometric Analysis for Dendritic Arborization - Internal Draft

description: Morphometric analysis and statistical validation of a biophysical model for dendritic arborization optimization. The work documents the relationship between biophysical constraints, metabolic cost, and structural topology. Files are under restricted access for internal review and intellectual property management.
DOI: 10.5281/zenodo.18453497
title: Morphometric Analysis for Dendritic Arborization - Internal Draft

description: Morphometric analysis and statistical validation of a biophysical model for dendritic arborization optimization. The work documents the relationship between biophysical constraints, metabolic cost, and structural topology. Files are under restricted access for internal review and intellectual property management.
DOI: 10.17632/b2f28f7p97
title: Original Data - TEM and EPMA

description: Tab. EPMA date-Mineral chemical composition of three typical clasts with glassy silica veinlets in NWA 14701
Tab. EPMA-Compositions of chromites and chromian ulvospinels in HEDs from Mittlefehldt (2015)
Tab. TEM EDS date Point-1 in Tab.2
Tab. TEM-EDS data Point-2 in Tab.2
DOI: 10.17632/b2f28f7p97.1
title: Original Data - TEM and EPMA

description: Tab. EPMA date-Mineral chemical composition of three typical clasts with glassy silica veinlets in NWA 14701
Tab. EPMA-Compositions of chromites and chromian ulvospinels in HEDs from Mittlefehldt (2015)
Tab. TEM EDS date Point-1 in Tab.2
Tab. TEM-EDS data Point-2 in Tab.2
DOI: 10.5281/zenodo.18610933
title: Geometric Resolution of Cosmic Tensions: A Numerical Note on Λ and H₀

description: Are the “Crisis in Cosmology” and the “Vacuum Catastrophe” simply geometric artifacts of how we parametrize Λ and H₀?  

This data note and accompanying Python script demonstrate that two of the largest anomalies in physics—the Hubble tension and the cosmological constant problem—can be numerically reproduced as simple geometric boundary conditions, without introducing new dynamical physics or free parameters.

Key findings

- Hubble tension via sphere packing

  We show that the discrepancy between global (CMB) and local (SH0ES) measurements of H₀ corresponds to the geometric difference between a continuous fluid and a discrete packed structure. Applying the 3D kissing‑number packing factor (1 + 1/12) to the Planck 2018 value H₀ᴄᴍʙ = 67.4 km/s/Mpc predicts a local value of 73.02 km/s/Mpc, matching the SH0ES measurement (73.04 ± 1.04) at the level of about 0.02 standard deviations.

 

- Cosmological constant as a horizon invariant  

  We show that the apparent 10¹²² “fine‑tuning” of Λ disappears when Λ is treated as a boundary curvature term. The dimensionless product of Λ and the Hubble‑horizon area A_H reduces to an algebraic identity of order unity (~25.8), consistent with the geometric phase‑space factor 4π(π³/15) ≈ 25.98 to within about 0.7%.

 

Content

 

- PDF note: concise derivation and statement of the geometric constraints on Λ and H₀.  

- Python script (`cosmic_geometry_test_suite.py`): a reproducible, zero‑parameter test suite that evaluates these geometric identities against Planck 2018 and SH0ES inputs and reports explicit PASS/FAIL criteria.
DOI: 10.17632/7k2mxwcc4d
title: Bangla999-ECD: A Simulated Bengali Emergency Call Transcript Dataset

description: Bangla999-ECD is a simulated Bangla (Bengali) emergency call transcript dataset created to support research in emergency calls and non emergency(or prank) calls classification for Bengali language. The dataset contains approximately 24,000 text-only call transcripts generated by three native Bengali speakers, covering four categories: Non-emergency, Police, Fire, and Medical emergencies.

Each record includes a Bangla transcript of a simulated 999 emergency call, the cleaned version after basic preprocessing, an optional contextual description, a binary emergency indicator(is_emergency), and a multi-class emergency type label. All samples are synthetic and do not contain real emergency calls, personal identifiers, or sensitive information.
The dataset was curated using dataset-level preprocessing steps, including Unicode normalization, punctuation and stopword removal, duplicate elimination using MD5 hashing, and removal of incomplete records. The cleaned dataset is provided in CSV format to facilitate reuse in natural language processing, emergency response research, and Bangla text classification tasks.
DOI: 10.17632/7k2mxwcc4d.2
title: Bangla999-ECD: A Simulated Bengali Emergency Call Transcript Dataset

description: Bangla999-ECD is a simulated Bangla (Bengali) emergency call transcript dataset created to support research in emergency calls and non emergency(or prank) calls classification for Bengali language. The dataset contains approximately 24,000 text-only call transcripts generated by three native Bengali speakers, covering four categories: Non-emergency, Police, Fire, and Medical emergencies.

Each record includes a Bangla transcript of a simulated 999 emergency call, the cleaned version after basic preprocessing, an optional contextual description, a binary emergency indicator(is_emergency), and a multi-class emergency type label. All samples are synthetic and do not contain real emergency calls, personal identifiers, or sensitive information.
The dataset was curated using dataset-level preprocessing steps, including Unicode normalization, punctuation and stopword removal, duplicate elimination using MD5 hashing, and removal of incomplete records. The cleaned dataset is provided in CSV format to facilitate reuse in natural language processing, emergency response research, and Bangla text classification tasks.
DOI: 10.15468/dl.muhpkb
title: Occurrence Download

description: A dataset containing 4790 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tabernaemontana divaricata",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 4790 records from 159 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008922-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.etkhve
title: Occurrence Download

description: A dataset containing 1964 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aechmea nudicaulis",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 1964 records from 131 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008923-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6uwbud
title: Occurrence Download

description: A dataset containing 1559 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Caladenia major",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 1559 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008924-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/r5j3ktdvhb
title: BANCO TERMINOLÓGICO VALIDADO

description: Termos extraídos através do Poronto, validados conforme regra dos sete eixos.
DOI: 10.5281/zenodo.15702673
title: An answer to the proton radius puzzle
title: RadialDensityProton1Dot5FermiPatterson200GridShellsPlusPeak.pdf
title: DeviationProton1Dot5FermiPatterson200GridShells.pdf
title: DensityProton1Dot5FermiPattersonzEqual0FermiPeak.pdf
title: DensityProton1Dot5FermiPattersonzEqual0Fermi42Dot5To85.pdf
title: DensityProton1Dot5FermiPattersonzEqual0Fermi121Dot25To42Dot5.pdf
title: DensityProton1Dot5FermiPattersonzEqual0Fermi0To21Dot25.pdf
title: DensityProton1Dot5FermiPattersonzEqual0FermiLessThanOrEqual0.pdf

description: We apply the Patterson function to derive the charge density distribution of the proton. The resulting Patterson charge density is found to be essentially non-negative, indicating that the intrinsic charge distribution of the proton shares this property.
DOI: 10.5281/zenodo.15206434
title: An answer to the proton radius puzzle
title: RadialDensityProton1Dot5FermiPatterson200GridShellsPlusPeak.pdf
title: DeviationProton1Dot5FermiPatterson200GridShells.pdf
title: DensityProton1Dot5FermiPattersonzEqual0FermiPeak.pdf
title: DensityProton1Dot5FermiPattersonzEqual0Fermi42Dot5To85.pdf
title: DensityProton1Dot5FermiPattersonzEqual0Fermi121Dot25To42Dot5.pdf
title: DensityProton1Dot5FermiPattersonzEqual0Fermi0To21Dot25.pdf
title: DensityProton1Dot5FermiPattersonzEqual0FermiLessThanOrEqual0.pdf

description: We apply the Patterson function to derive the charge density distribution of the proton. The resulting Patterson charge density is found to be essentially non-negative, indicating that the intrinsic charge distribution of the proton shares this property.
DOI: 10.17632/r5j3ktdvhb.1
title: BANCO TERMINOLÓGICO VALIDADO

description: Termos extraídos através do Poronto, validados conforme regra dos sete eixos.
DOI: 10.17632/h2gdhxx6gw
title: Supplementary materials for: "The Architecture of Exclusion: Nominal Road Pricing and the Emergence of Graduated Segregation in Jordan's First Toll Road"

description: This dataset contains the supplementary appendices accompanying the article submitted to Transport Policy. Included are: the complete bilingual survey instrument (Appendix A), semi‑structured interview protocols (Appendix B), scale development and validation documentation for the Symbolic Boundaries and Infrastructure Citizenship constructs (Appendix C), power analysis and sampling documentation (Appendix D), expanded joint display analysis (Appendix E), and full Discrete Choice Experiment design specifications (Appendix F).
DOI: 10.48579/pro/xarli0
title: Collembola Orleans

description: Three sites were compared, all located in the State Forest of Orléans (massif d'Ingrannes, commune Vitry-aux-Loges, Loiret, France): a 35-yr pine plantation (47° 56' 57" N, 2° 14' 08" E, alt. 127 m), a mixed pine-oak forest of varying age (47° 56' 58"N, 2° 14' 15" E, alt. 128 m) and a pure 35-yr oak stand (47° 56' 34" N, 2° 14' 07" E, alt. 129 m). Vegetation and soils have been described in Poursin and Ponge (1982, 1984), Arpin et al. (1986) and Ponge et al. (1986). All soils were acidic (pH &lt; 5) and seasonally waterlogged (pseudogley), the humus form varying from oligomull (oak stand) to dysmull (mixed stand) then to dysmoder (pine stand). Sampling took place from November 1979 to January 1981. In each site three square plots 10 m x 10 m were selected, into which four (November 1979) then three quadrats 1 m x 1 m were casually selected every two months, to be sampled by forcing a 5-cm-diameter steel soil corer down to 10 cm depth. Replicate core samples were stratified (level 1 = 0-1 cm, level 2 = -1-3 m, level 3 = -3-6 cm, level 4 = -6-10 cm) then pooled for extraction in Berlese funnels over 95% ethyl acohol (10 days duration)
DOI: 10.17632/h2gdhxx6gw.1
title: Supplementary materials for: "The Architecture of Exclusion: Nominal Road Pricing and the Emergence of Graduated Segregation in Jordan's First Toll Road"

description: This dataset contains the supplementary appendices accompanying the article submitted to Transport Policy. Included are: the complete bilingual survey instrument (Appendix A), semi‑structured interview protocols (Appendix B), scale development and validation documentation for the Symbolic Boundaries and Infrastructure Citizenship constructs (Appendix C), power analysis and sampling documentation (Appendix D), expanded joint display analysis (Appendix E), and full Discrete Choice Experiment design specifications (Appendix F).
DOI: 10.17632/z8s9sy2m7b
title: Original western blot data for: [ALG6 orchestrates coronavirus replication via the endoplasmic reticulum stress-autophagy Axis]

description: This dataset contains the original, uncropped western blot images supporting all figures in the manuscript titled ‘[ALG6 orchestrates coronavirus replication via the endoplasmic reticulum stress-autophagy Axis]’. For each figure panel, the corresponding raw files are provided.
DOI: 10.17632/z8s9sy2m7b.1
title: Original western blot data for: [ALG6 orchestrates coronavirus replication via the endoplasmic reticulum stress-autophagy Axis]

description: This dataset contains the original, uncropped western blot images supporting all figures in the manuscript titled ‘[ALG6 orchestrates coronavirus replication via the endoplasmic reticulum stress-autophagy Axis]’. For each figure panel, the corresponding raw files are provided.
DOI: 10.17632/gf8w54dzpj
title: Laser interferometry: particle motion/strain estimation (surface measurements)

description: This dataset contains time-domain measurements of ultrasonic wave propagation in a resin cylindrical specimen excited by piezoelectric transducers (PZTs) and observed using a laser interferometer. The objective is to provide synchronized electrical actuation/response traces together with interferometric surface-motion measurements at multiple positions, enabling analysis such as particle displacement/velocity comparison across locations, time-of-flight estimation, and (with an assumed or calibrated wave speed) strain estimation.

Experimental principle and setup: 
An AWG drives a TX amplifier connected to a PZT actuator mounted on one end of the resin cylinder, while an identical PZT at the opposite end is measured via an RX amplifier. PZT_TX/PZT_RX and the laser interferometer output are recorded on the same oscilloscope time base; the interferometer measures surface motion at four reflector positions (R1–R4) along the cylinder.

Data Organization:
All files are under the top-level folder “Laser_Interferometer_Dataset/”. Subfolders correspond to the actuation waveform (and, where indicated, the amplitude condition encoded in the folder name): “Gaussian_Input_20AmpInput_30AmpOutput/”, “Hamming_Input/”, “Hamming_Input_20AmpInput_30AmpOutput/”, “Hanning_Input/”, “Rectangle_Input/”, “Rectangle_Input_20AmpInput_30AmpOutput/”, and “Sinuous_Input/”. Each waveform folder contains the same set of Excel-compatible time-series files: “Pos_R1_Disp”, “Pos_R2_Disp”, “Pos_R3_Disp”, “Pos_R4_Disp” (interferometer displacement at positions R1–R4), “Pos_R1_Vel”, “Pos_R2_Vel”, “Pos_R3_Vel”, “Pos_R4_Vel” (particle velocity at R1–R4), and “PZT_TX”/“PZT_RX” (oscilloscope electrical traces of actuator drive and receiver response). Each file contains the recorded time vector and the corresponding measured signal (units as provided in the file).
DOI: 10.15468/dl.7rtpnc
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Corydoras gossei",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 4 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008925-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/gf8w54dzpj.1
title: Laser interferometry: particle motion/strain estimation (surface measurements)

description: This dataset contains time-domain measurements of ultrasonic wave propagation in a resin cylindrical specimen excited by piezoelectric transducers (PZTs) and observed using a laser interferometer. The objective is to provide synchronized electrical actuation/response traces together with interferometric surface-motion measurements at multiple positions, enabling analysis such as particle displacement/velocity comparison across locations, time-of-flight estimation, and (with an assumed or calibrated wave speed) strain estimation.

Experimental principle and setup: 
An AWG drives a TX amplifier connected to a PZT actuator mounted on one end of the resin cylinder, while an identical PZT at the opposite end is measured via an RX amplifier. PZT_TX/PZT_RX and the laser interferometer output are recorded on the same oscilloscope time base; the interferometer measures surface motion at four reflector positions (R1–R4) along the cylinder.

Data Organization:
All files are under the top-level folder “Laser_Interferometer_Dataset/”. Subfolders correspond to the actuation waveform (and, where indicated, the amplitude condition encoded in the folder name): “Gaussian_Input_20AmpInput_30AmpOutput/”, “Hamming_Input/”, “Hamming_Input_20AmpInput_30AmpOutput/”, “Hanning_Input/”, “Rectangle_Input/”, “Rectangle_Input_20AmpInput_30AmpOutput/”, and “Sinuous_Input/”. Each waveform folder contains the same set of Excel-compatible time-series files: “Pos_R1_Disp”, “Pos_R2_Disp”, “Pos_R3_Disp”, “Pos_R4_Disp” (interferometer displacement at positions R1–R4), “Pos_R1_Vel”, “Pos_R2_Vel”, “Pos_R3_Vel”, “Pos_R4_Vel” (particle velocity at R1–R4), and “PZT_TX”/“PZT_RX” (oscilloscope electrical traces of actuator drive and receiver response). Each file contains the recorded time vector and the corresponding measured signal (units as provided in the file).
DOI: 10.17632/cxkx4bvr8m
title: Dataset

description: Geotechnical Dataset
DOI: 10.17632/cxkx4bvr8m.1
title: Dataset

description: Geotechnical Dataset
DOI: 10.25810/c862-0e81
title: US Television Coverage of Climate Change or Global Warming, 2004-2026

description: The Media and Climate Change Observatory Data monitors 74 sources (across newspapers, radio and TV) in 38 countries in seven different regions around the world. Data is assembled by accessing archives through the Lexis Nexis, Proquest and Factiva databases via the University of Colorado libraries. More information may be found at: http://sciencepolicy.colorado.edu/icecaps/research/media_coverage/index.html. These data include Excel (.xlsx), CSV (.csv), and plain-text README files (.txt).
DOI: 10.17632/drmhffh6xh
title: 1 Continual Learning for non-stationary regression via Memory-Efficient Replay experiments

description: Set of datasets used for the experimentation and validation of a Continual Learning Framework
DOI: 10.17632/drmhffh6xh.1
title: 1 Continual Learning for non-stationary regression via Memory-Efficient Replay experiments

description: Set of datasets used for the experimentation and validation of a Continual Learning Framework
DOI: 10.17632/pz9s57jy4c
title: Raw research data to the article entitled "Redox-active low transition temperature mixtures of propylene glycol and iodide salts as electrolytes for hybrid electrochemical capacitors"

description: This dataset contains Raw Data from Publication entitled: “Redox-active low transition temperature mixtures of propylene glycol and iodide salts as electrolytes for hybrid electrochemical capacitors” by Aleksandra A. Mroziewicz, Rafał Jurczkowski, Jerzy Antonowicz, Grażyna Zofia Żukowska, Magdalena Skunik-Nuckowska published in Electrochimica Acta. The data are provided in Excel files and correspond to all figures presented in the article and a Read Me file with detailed description.
Abstract:
This work reports the first synthesis and systematic investigation of redox-active low-transition-temperature mixtures based on propylene glycol and iodide salts containing different monovalent cations (Li⁺, Na⁺, K⁺, NH4⁺), and evaluates their application as electrolytes for hybrid electrochemical capacitors. It is shown that unlike iodide–ethylene glycol systems classified as deep eutectic solvents, these liquids undergo vitrification rather than classical crystallization. Extensive hydrogen-bonding interactions enable them to remain liquid down to −90 °C while providing efficient ion transport and electroactive iodide species. Comprehensive spectroscopic, thermal, and ionic transport characterization reveals a strong dependence of these properties on the cation type. Mixtures containing larger, weakly solvated cations exhibit the highest ionic conductivity (1.2 mS cm⁻¹) and the lowest viscosity 
(51.6 mPa s), following the trend K⁺ &gt; NH4⁺ &gt; Na⁺ &gt; Li⁺. 
 Electrochemical evaluation over 0–80 °C showed that the KI:propylene glycol-based capacitor exhibits the most balanced performance, delivering a room-temperature capacitance and specific energy of 40.9 F g⁻¹ and 12.8 Wh kg⁻¹, respectively, and 6.0 Wh kg⁻¹ during a 60 s discharge at 0 °C, outperforming Li⁺- and Na⁺-based analogues (2.7–3.3 Wh kg⁻¹). Long-term cycling tests showed good stability for all alkali metal-based electrolytes, exemplified by the K⁺-based system (78 % capacitance retention, ~84 % coulombic efficiency over 10,000 cycles at 1.5 V), while NH₄⁺-containing mixtures degraded due to ammonium ion decomposition.These results establish these mixtures as a new, sustainable class of redox-active electrolytes and provide quantitative guidelines