cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18133186
title: The Axis Model: A Unified Framework for Emergent Particle Structure, Cosmology, and Gravitational Phenomena

description: This repository contains the computational pipelines and empirical validation notebooks for the Axis Model framework—a geometric unification program in which fundamental particles and interactions emerge from scalar-stabilized configurations of quantized vector displacements (“mortons”).

All notebooks are designed for direct reproducibility in Google Colab and mirror the figures, fits, and statistical tests reported in the companion manuscripts. Exploratory prototypes from early development are retained for archival comparison but superseded by preregistered and corrected pipelines.

Domains covered





Gravitational wave anomalies: frequency-scan pipelines with preregistered specifications and family-wise error control.




Cosmological scaling: CMB large-angle suppression, dark-energy scaling, Hubble-tension diagnostics.




Astrophysical structure: galactic rotation curves, lensing deviations, Einstein Cross modeling, dispersion relations.




Particle benchmarks: electron finite-energy radius, muon decay, neutrino mass fits, chirality structure.




Theoretical extensions:





Statistical reproducibility and error-control formalism.




Recursive dimensional growth into tri-vector geometry.




Updated electron Morton benchmarks consistent with collider bounds and Planck cutoff.




First-principles derivation of the fine-structure constant (Appendix AK) — including canonical EFT normalization, projection-geometry factors, one-loop RG flow, and ppm-level two-loop stability bounds.





Minor clarifications and interpretive refinements.This version tightens the presentation of the cosmological sector by clarifying the role of effective scaling parameters, sharpening the separation between illustrative benchmarks and observational limits, and improving the explanatory linkage between low- and high-ℓ\ellℓ CMB treatments. No core derivations, model structure, or empirical inputs have been changed.

This dataset supersedes prior releases. For questions, compatibility issues, or support with the Colab notebooks, contact: amortonmd@gmail.com
DOI: 10.5683/sp3/6ddptl
title: Ontario wheat grain prices, 2025 [Canada]

description: &lt;p&gt;This dataset contains Ontario wheat grain prices collected by University of Guelph, Ridgetown Campus. The dataset includes daily prices of agricultural commodities at individual elevators in Ontario. Daily highs and lows are given for each commodity, as well as, daily Bank of Canada exchange rates.&lt;/p&gt;&lt;p&gt;This dataset includes data from January 1, 2025 to December 31, 2025.&lt;/p&gt;
description: Ontario Corn, Soybean, Wheat, Feed Grain Prices
DOI: 10.15468/dl.yux5ra
title: Occurrence Download

description: A dataset containing 93970230 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Apodemus, Myodes, Microtus, Rattus, Sciurus, Sicista, Erinaceus, Talpa, Sorex, Cervus, Capreolus, Alces, Odocoileus, Sus, Bos, Capra, Ovis, Bison, Vulpes, Canis, Mustela, Lepus, Macaca, Turdus, Parus, Passer, Fringilla, Phoenicurus, Buteo, Falco, Phasianus, Anas, Coturnix)",
 "Continent is one of (Europe)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 93970230 records from 11032 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071172-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13145/bacdive140964.20240916.9.1
title: Bacillus mobilis

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive140965.20240916.9.1
title: Bacillus luti

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.60520/ieda/113739
title: Chemical and isotopic data on volcanic gases from crater fumaroles on Vulcano Island (Sicily)

description: The chemical and isotopic (C, H, O, Ar and He) compositions of the fluids from La Fossa crater fumaroles of Vulcano from 1988 to 2024. Temperatures were measured and gas samples collected from selected fumaroles located in the northern rim (F11, F5AT, and F0) and the inner flank (FA) of the La Fossa cone at a monthly or bimonthly frequency, and analyzed for chemical and isotopic compositions.
description: Cinzia Federico et al., (2023), “Inferences on the 2021 Ongoing Volcanic Unrest at Vulcano Island (Italy) through a Comprehensive Multidisciplinary Surveillance Network”. Remote Sensing;
A. Paonita, C. Federico, P. Bonfanti, G. Capasso, S. Inguaggiato, F. Italiano, P. Madonia, G. Pecoraino, F. Sortino, (2013), “The episodic and abrupt geochemical changes at La Fossa fumaroles (Vulcano Island, Italy) and related constraints on the dynamics, structure, and compositions of the magmatic system”. Geochimica et Cosmochimica Acta
DOI: 10.13145/bacdive140966.20240916.9.1
title: Bacillus proteolyticus

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive140967.20240916.9.1
title: Bacillus nitratireducens

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive140968.20240916.9.1
title: Bacillus paramycoides

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive140969.20240916.9.1
title: Paracoccus aerius

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15468/dl.h2wz4a
title: Occurrence Download

description: A dataset containing 3714 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Leucophaeus scoresbii (Traill, 1823)",
 "HasCoordinate is true",
 "DecimalLatitude is greater than -90",
 "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 3714 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010482-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13145/bacdive140971.20240916.9.1
title: Arenimonas soli

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive140972.20240916.9.1
title: Aureimonas endophytica

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15468/dl.tjcgg6
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "Geometry POLYGON((-102 -26,103 -26,103 28,-102 28,-102 -26))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Acalypha schneideriana Pax & K.Hoffm."
 ]
}

 The dataset includes 25 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010485-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13145/bacdive140974.20241212.9.2
title: Blastomonas fulva Lee et al. 2017

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive140975.20240916.9.1
title: Massilia solisilvae

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive140976.20240916.9.1
title: Massilia terrae

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.5281/zenodo.15107002
title: Group flight initiation in Greylag geese (Anser anser)

description: This folder contains the data used for the manuscript

" Quorum-based decision making and identity of callers underlie group flight initiation in Greylag geese (Anser anser)"
DOI: 10.13145/bacdive140977.20240916.9.1
title: Massilia agilis

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive140980.20240510.9
title: Sphingomonas crusticola

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive140981.20241212.9.2
title: Paraphaeobacter pallidus Cai et al. 2017

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive140982.20240916.9.1
title: Pseudomonas wadenswilerensis

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive140983.20240916.9.1
title: Pseudomonas reidholzensis

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive140985.20240916.9.1
title: Rhizobium wenxiniae Gao et al. 2017

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive140986.20240916.9.1
title: Massilia agri

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive140987.20240916.9.1
title: Altererythrobacter halimionae

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive140988.20240916.9.1
title: Altererythrobacter endophyticus

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15468/dl.d6wrvh
title: Occurrence Download

description: A dataset containing 11004 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Dicranopteris linearis (Burm.fil.) Underw.)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1945"
 ]
}

 The dataset includes 11004 records from 196 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010486-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13145/bacdive140989.20240916.9.1
title: Mesorhizobium oceanicum

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive140992.20240916.9.1
title: Henriciella barbarensis

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive140993.20240916.9.1
title: Henriciella algicola

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.60520/ieda/113770
title: Os isotopic compositions of mantle-plume related basalts

description: The mantle sources of mantle plumes represent the most geochemically diverse geological domains on Earth and contain important information about Earth's origins and long-term evolution. The siderophile Re-Os isotopic system is an important complement to commonly-measured lithophile isotopic systems (Rb-Sr, Sm-Nd, U/Th-Pb) because it offers a persepective on the long-term behavior of sulfides and metals in Earth's mantle. This dataset presents Os isotopic data for well-characterized ocean island basalts and continental flood basalts related to long-lived mantle plumes. It serves as a basis for continued investigation of these plume systems to understand their unique perspectives on Earth's deep mantle.
DOI: 10.15468/dl.8wqem3
title: Occurrence Download

description: A dataset containing 475759 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Cardellina pusilla (A.Wilson, 1811)",
 "Year 2022-2025"
 ]
}

 The dataset includes 475759 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017856-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/hm6mtv97cf
title: Data for: Crustal melting in a protracted hot setting in the Altai Orogen (NW China): Evidence from Permian leucogranite dykes in the metamorphic belt

description: In this contribution, we provide integrated petrological, geochronological and geochemical results of the leucogranite dykes to decipher their ages and petrogenesis and thus provide new constraints on the tectono-thermal setting of the Chinese Altai orogeny. Our work, for the first time, dates the ages of the leucogranite dykes (279–267 Ma) and places these leucogranite dykes in temporal association with the high to hihg-/ ultrahigh-temperature metamorphism in the region. The petrologic and geochemical features indicate that the leucogranites were derived from fluid-absent muscovite dehydration melting mainly of metapelitic source. The generation of the leucogranite dykes may have been attributed to long-lasting high heat flow in early Permian.
DOI: 10.17632/j256grkxz9
title: Baumol's Cost disease - Nordic countries

description: The data used in "Evidence of Baumol’s cost disease in the Nordic healthcare sector".

Stata17 is used for the data and calculating the answers.
DOI: 10.17632/kczfm6pjw2
title: Repositioning mifepristone as leukaemia inhibitory factor receptor antagonist for the treatment of pancreatic adenocarcinoma 

description: Pancreatic cancer is leading cause of cancer mortality and is projected to become the second cause of cancer mortality in the next decade. While gene wide association studies and next generation sequencing analyses have identified molecular patterns and transcriptome profiles with prognostic relevance, therapeutic opportunities remain limited. Among the genes that were upregulated in pancreatic ductal adenocarcinomas (PDAC) the leukaemia inhibitory factor (LIF) has emerged as potential therapeutic candidate. Since there are no LIFR antagonists available for clinical use, we have developed an in-silico strategy to identify potential LIFR antagonists and drug reposition as LIFR antagonists. The results of these studies allowed the identification of mifepristone, a progesterone/glucocorticoid antagonist, clinical used in medical abortion, as potent LIFR antagonist.
DOI: 10.17632/khwz4g6jhg
title: China's industrial sector's emission 2014-2019 with code

description: The attached spreadsheet contains computed China's industrial sector's emissions for 2014-2019 as well as code for computing factors responsible for the change in industrial energy and emission by additive and multiplicative LMDI.  Data for other variables were gotten from China's Statistical yearbook at http://www.stats.gov.cn
DOI: 10.17632/nfr75hvjhc
title: Ultrastructural characteristics of oligodendrocyte precursor cells in the early postnatal mouse optic nerve observed by serial block-face scanning electron microscopy.-6 01-2

description: see doi: 10.17632/5955942vc3.1
DOI: 10.17632/nzt7pk3kt2
title: Wind energy impact assessment valued components impacts and mitigations

description: Common valued components, impacts, and mitigation solutions identified from a sample if wind energy environmental impact statements in western Canada.
DOI: 10.17632/rhdf6bjpyn
title: Host-specifity of monogeneans ectoparasites on fish skin and gills assessed by a metabarcoding approach 

description: Monogeneans are highly diverse fish ectoparasites with a direct life cycle widely distributed and are known to generally display a strict host specificity. However, monogeneans have also been observed to colonize fish species not in their natural host range under experimental conditions. The aim of this study is therefore to investigate how monogenean host-specificity establishes during the infection in nature using a new molecular approach. We developed a specific metabarcoding protocol based on restriction enzymes and specific primers and applied it on the Sparidae-Lamellodiscus host parasite system, to assess parasite diversity on skin and gills of several sparid host species. Here, we provided i) the metadata file, 2) the ASV table with sequences assigned with the SILVA 138 database, 3) the ASV table rarefied, 4) the ASV table rarefied with assignments of all monogenean sequences by BLAST and 5) the final ASV table which summarizes all Lamellodiscus sequences identified in each sample. 
We identified a high diversity of both expected and unexpected (never observed on this host species) Lamellodiscus species on each host species and on skin and gills. These results suggest that the establishment of the observed host specificity in monogeneans relies on multiple levels of regulation and is more complex than initially described.
DOI: 10.17632/sbfn8vzxkb
title: Salsa Pulse

description: new dataset of pulse-annotated Salsa music
DOI: 10.17632/scwgnksrh3
title: Data for: Time-local discretization of fractional and related diffusive operators using Gaussian quadrature with applications

description: This MATLAB code solves a fractional differential equation using a discrete diffusive representation. Content description ================ 'Main.m': file that sets up the path and configure plot (provided for convenience, its use is optional) 'FractionalDifferentialEquation.m': principal script. 'fun.tar': archive that contains functions used in the script 'FractionalDifferentialEquation.m'.
DOI: 10.17632/tw9rjvv62n
title: Process flowsheets, material and energy balances of alternative process technologies for the production of omega-3 fatty acids from microalgae

description: The dataset reports complete process flowsheets and tables with material and energy balances for alternative process technologies for production of omega-3 fatty acids, eicosapentaenoic acid (EPA) and docosahexaenoic acid (DHA),  from Nannochloropsis oceanica microalgae
DOI: 10.17632/wmdyxp3svr
title: LINF_360025200

description: NOC3
Leishmania infantum (strain JPCM5)
DOI: 10.17632/wp96vy8hdw
title: Data for: Price ceilings as focal points to reach price uniformity: Evidence from the Chinese gasoline market

description: Stata data and do files for analysis
DOI: 10.17632/ws2m3cg2sh
title: Data for: Trends in management and outcome of acute coronary syndrome in women ≥80 years versus those &lt;80 years in Israel from 2000-2016

description: Statistical analysis of all data
DOI: 10.17632/xbcgh6cjtw
title: Significant enhancement of energy storage properties of BaTiO3-based ceramics by hybrid-doping

description: Results showed that an enhancement of 76% over pure BaTiO3 in recoverable energy storage density (Wrec) has been achieved in hybrid-doped samples, accompanied by a high energy conversion efficiency (η) up to 86%. Hereinto, donor-dominant samples doped with 1% Mn and 1.25% Nb exhibited the highest Wrec and η with excellent thermal stability.
DOI: 10.17632/y3468wmbmp
title: LINF_310013500

description: c2 domain protein
Leishmania infantum (strain JPCM5)
DOI: 10.17632/yjn38rsp35
title: High water contents in zircons suggest water-fluxed crustal melting during cratonic destruction 

description: 1. Summary of whole-rock SiO2 and Sr/Y ratio, zircon saturation temperature (TZr), REE+Y-P molar content, water content and Hf-O isotopes of zircons in this study.
2. Three data sets for water content, oxygen isotope, Hf isotope, trace element of granitic zircons. 
3. One data set for zircon water content in different tectonic settings.
4. Supporting informations
DOI: 10.17632/z58wwdw6w2
title: Data for: Modeling of multiphase flow in marine gas hydrate production system and its application to control the production pressure difference

description: Multiphase flow simulations by using the proposed model.
DOI: 10.17632/276yyzpdw2
title: Turnip mosaic virus infection differentially modifies cabbage aphid probing behavior between spring and winter oilseed rape (Brassica napus) cultivars

description: EPG
DOI: 10.17632/3dv55bkcg4
title: test upload for client

description: 13 drug list replaced meeting grid
DOI: 10.17632/3pbv3gwvwx
title: Ntuples for NLO events at hadron colliders

description: Abstract We present an event-file format for the dissemination of next-to-leading-order (NLO) predictions for QCD processes at hadron colliders. The files contain all information required to compute generic jet-based infrared-safe observables at fixed order (without showering or hadronization), and to recompute observables with different factorization and renormalization scales. The files also make it possible to evaluate cross sections and distributions with different parton distribution functions. T... Title of program: nTupleReader Catalogue Id: AESC_v1_0 Nature of problem NLO QCD predictions for vector boson + jets and jet processes for generic observables. Versions of this program held in the CPC repository in Mendeley Data AESC_v1_0; nTupleReader; 10.1016/j.cpc.2014.01.011 This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2019)
DOI: 10.17632/3sfrd695hf
title: Data from: Mismatch-induced growth reductions in a clade of Arctic-breeding shorebirds are rarely mitigated by increasing temperatures

description: This data is connected to the research paper "Mismatch-induced growth reductions in a clade of Arctic-breeding shorebirds are rarely mitigated by increasing temperatures". It includes data on biometrics of chicks and adults of Red Knots, Great Knots and Surfbirds, data on arthropod abundance and data on temperature. Detailed information can be found in the README file. Please contact me before using these data.