cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.6730566
title: SuperDARN data in netCDF format (2003-Mar)

description: 2003-Mar SuperDARN radar data in netCDF format. These files were produced using version 3.0 of the public FitACF algorithm, using the AACGM v2 coordinate system. Cite this dataset if using our data in a publication.


The RST is available here: https://github.com/SuperDARN/rst



The research enabled by SuperDARN is due to the efforts of teams of scientists and engineers working in many countries to build and operate radars, process data and provide access, develop and improve data products, and assist users in interpretation.
Users of SuperDARN data and data products are asked to acknowledge this support in presentations and publications.
A brief statement on how to acknowledge use of SuperDARN data is provided below.




Users are also asked to consult with a SuperDARN PI prior to submission of work intended for publication.
A listing of radars and PIs with contact information can be found here:
(SuperDARN Radar Overview)



Recommended form of acknowledgement for the use of SuperDARN data:



'The authors acknowledge the use of SuperDARN data. SuperDARN is a collection of radars funded by national scientific funding agencies of Australia, Canada, China, France, Italy, Japan, Norway, South Africa, United Kingdom and the United States of America.'
DOI: 10.15468/dl.prhdzd
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((89.45956 26.422193, 89.381157 26.416616, 89.304706 26.400023, 89.232111 26.372827, 89.165173 26.335705, 89.10555100000001 26.28958, 89.054717 26.235597, 89.013918 26.175096, 88.984148 26.109574, 88.966126 26.040653, 88.960273 25.970032, 88.966714 25.899453, 88.985268 25.830651, 89.01545900000001 25.765317, 89.056529 25.705052, 89.107457 25.651331, 89.166985 25.605468, 89.23365200000001 25.568582, 89.305826 25.541574, 89.38174600000001 25.525101, 89.45956 25.519565, 89.537374 25.525101, 89.613294 25.541574, 89.685468 25.568582, 89.752135 25.605468, 89.811663 25.651331, 89.86259099999999 25.705052, 89.903661 25.765317, 89.933852 25.830651, 89.952406 25.899453, 89.95884700000001 25.970032, 89.952995 26.040653, 89.934972 26.109574, 89.905202 26.175096, 89.864403 26.235597, 89.813569 26.28958, 89.753947 26.335705, 89.687009 26.372827, 89.614414 26.400023, 89.537963 26.416616, 89.45956 26.422193))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006071-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18345172
title: Neutrino Mass as Geometric Lag in Force-Line Orbitals - RJW

description: This paper presents a revolutionary geometric model for the neutrino: not a massive fermion, but a self-sustaining force-line helical orbital where effective mass emerges purely from path-length drag against the speed-of-light limit. The bulk velocity v=c(1−r2λ2) v = c \left(1 - \frac{r^2}{\lambda^2}\right) v=c(1−λ2r2) (with r r r orbital radius and λ=hc/E \lambda = hc/E λ=hc/E de Broglie wavelength) exactly reproduces measured relativistic delays. Oscillations arise from helix "breathing" (phase shifts in radius modes), not quantum mixing. Head-to-tail pairing prevents annihilation via 180° phase opposition, while odd-number braiding (three force-lines) enforces baryon asymmetry without CP violation.

The model's extreme elegance resolves multiple problems: no Higgs for mass, no generations, no seesaw, no Sakharov conditions. It unifies neutrinos as "massive photons" under one force-line substrate and one c-constraint. Testable with existing time-of-flight data (MINOS, OPERA) and future coherent beams (DUNE, ESS). Indirect validation from current experiments; reanalysis of L/E plots and Δt \Delta t Δt measurements can confirm or falsify.

This work challenges the Standard Model's phenomenological foundations, offering a geometric unification that derives Δm2 \Delta m^2 Δm2 from first principles without tuning. Critics may call it speculative—response: it predicts r from known Δm2 \Delta m^2 Δm2 and fits data better, falsifiable now.

Open for collaboration—let's test it.

This paper is part of a series on force-line unification and the Quantum Big Bang (QBB) framework. It resolves key anomalies in particle physics with extreme elegance, backed by existing data and testable predictions. Download the PDF for full math and derivations. If you're a fan of elegance I would love to hear your take on this and others on my posts.  RJWPS.  Feel free to email me.  robertjweber@gmail.com
DOI: 10.5281/zenodo.18345171
title: Neutrino Mass as Geometric Lag in Force-Line Orbitals - RJW

description: This paper presents a revolutionary geometric model for the neutrino: not a massive fermion, but a self-sustaining force-line helical orbital where effective mass emerges purely from path-length drag against the speed-of-light limit. The bulk velocity v=c(1−r2λ2) v = c \left(1 - \frac{r^2}{\lambda^2}\right) v=c(1−λ2r2) (with r r r orbital radius and λ=hc/E \lambda = hc/E λ=hc/E de Broglie wavelength) exactly reproduces measured relativistic delays. Oscillations arise from helix "breathing" (phase shifts in radius modes), not quantum mixing. Head-to-tail pairing prevents annihilation via 180° phase opposition, while odd-number braiding (three force-lines) enforces baryon asymmetry without CP violation.

The model's extreme elegance resolves multiple problems: no Higgs for mass, no generations, no seesaw, no Sakharov conditions. It unifies neutrinos as "massive photons" under one force-line substrate and one c-constraint. Testable with existing time-of-flight data (MINOS, OPERA) and future coherent beams (DUNE, ESS). Indirect validation from current experiments; reanalysis of L/E plots and Δt \Delta t Δt measurements can confirm or falsify.

This work challenges the Standard Model's phenomenological foundations, offering a geometric unification that derives Δm2 \Delta m^2 Δm2 from first principles without tuning. Critics may call it speculative—response: it predicts r from known Δm2 \Delta m^2 Δm2 and fits data better, falsifiable now.

Open for collaboration—let's test it.

This paper is part of a series on force-line unification and the Quantum Big Bang (QBB) framework. It resolves key anomalies in particle physics with extreme elegance, backed by existing data and testable predictions. Download the PDF for full math and derivations. If you're a fan of elegance I would love to hear your take on this and others on my posts.  RJWPS.  Feel free to email me.  robertjweber@gmail.com
DOI: 10.15468/dl.48qupy
title: Occurrence Download

description: A dataset containing 157804827 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 "CoordinateUncertaintyInMeters 0.0-1000.0",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae",
 "Year 1980-2026"
 ]
}

 The dataset includes 157804827 records from 1981 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006045-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3929/ethz-b-000328266
title: Hydro mechanical data set from the six Grimsel ISC hydraulic shearing experiments
DOI: 10.3929/ethz-b-000217536
title: Microseismicity observed during small-scale hydraulic fracturing experiments at the Grimsel Test Site

description: This is the dataset which is associated with publication " Gischig, V. S., Doetsch, J., Maurer, H., Krietsch, H., Amann, F., Evans, K. F., Nejati, M., Jalali, M., Valley, B., Obermann, A., Wiemer, S., and Giardini, D., 2018: On the link between stress field and small-scale hydraulic fracture growth in anisotropic rock derived from microseismicity, Solid Earth, https://doi.org/10.5194/se-9-39-2018." The measurements were acquired as part of the Grimsel ISC project in the framework of the Swiss Competence Center for Energy Research - Supply of Electricity (SCCER-SOE)
DOI: 10.34740/kaggle/dsv/13862536
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.3929/ethz-b-000348073
title: Data set from solute dye tracer tests at the Grimsel Test Site
DOI: 10.3929/ethz-b-000549844
title: Dataset of pressure tomography between the two injection boreholes during the ISC experiment characterization phase at Grimsel Test Site
DOI: 10.3929/ethz-b-000336875
title: Data set from the Grimsel ISC hydraulic tomography experiments carried out between injection boreholes
DOI: 10.3929/ethz-b-000245921
title: Dataset for "Permeability and seismic velocity anisotropy across a ductile-brittle fault zone in crystalline rock"

description: This is the dataset which is associated with Publication Wenning, Q. C., Madonna, C., de Haller, A., and Burg, J.-P.: Permeability and seismic velocity anisotropy across a ductile-brittle fault zone in crystalline rock, Solid Earth Discuss., https://doi.org/10.5194/se-2018-15, in review, 2018. The measurements were acquired as part of the Grimsel ISC Project in the framework of the Swiss Competence Center for Energy Research - Supply of Electricity (SCCER-SOE)
DOI: 10.3929/ethz-b-000355122
title: GPR 250MHz Borehole Dataset during Salt Tracer injection
DOI: 10.3929/ethz-b-000328270
title: Hydro mechanical data set from the six Grimsel ISC hydraulic fracturing experiments
DOI: 10.3929/ethz-b-000365199
title: Continuous monitoring of dissolved gases during hydraulic fracturing at the Grimsel Test Site
DOI: 10.3929/ethz-b-000318320
title: Tracer test data collected using solute dye tracers and DNA nanotracers at the Grimsel Test Site
DOI: 10.3929/ethz-b-000253941
title: Active seismic monitoring of a hydraulic injection at the Grimsel Test Site

description: The data set accompanies the following publication: Doetsch, J., Gischig, V., Villiger, L., Krietsch, H., Nejati, M., Amann, F., Jalali, M., Madonna, C., Maurer, H., Wiemer, S., Driesner, T., Giardini, D. (2018). Subsurface fluid pressure and rock deformation monitoring using seismic velocity observations. Geophysical Research Letters. https://doi.org/10.1002/2018GL079009
DOI: 10.3929/ethz-c-000783874
title: Siegfried_Building_Time_Series
DOI: 10.15468/dl.degrpa
title: Occurrence Download

description: A dataset containing 5871122 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Royal Botanic Gardens, Kew - Herbarium Specimens"
 ]
}

 The dataset includes 5871122 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007400-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17708939
title: Sport and Gender Based Violence Policy and Legislation

description: Data Set and Codebook on Sport and Gender Based Violence Policy and Legislation
DOI: 10.5281/zenodo.17708940
title: Sport and Gender Based Violence Policy and Legislation

description: Data Set and Codebook on Sport and Gender Based Violence Policy and Legislation
DOI: 10.5281/zenodo.17709777
title: Dataset from - Effects of a preconception lifestyle intervention on cardiorespiratory fitness and glycaemic outcomes in people with increased risk of gestational diabetes: Secondary findings from the BEFORE THE BEGINNING randomised controlled trial

description: Dataset from - Effect of a preconception lifestyle intervention on cardiorespiratory fitness and glycaemic outcomes in people with increased risk of gestational diabetes: Secondary findings from the BEFORE THE BEGINNING randomised controlled trial
DOI: 10.5281/zenodo.17709778
title: Dataset from - Effects of a preconception lifestyle intervention on cardiorespiratory fitness and glycaemic outcomes in people with increased risk of gestational diabetes: Secondary findings from the BEFORE THE BEGINNING randomised controlled trial

description: Dataset from - Effect of a preconception lifestyle intervention on cardiorespiratory fitness and glycaemic outcomes in people with increased risk of gestational diabetes: Secondary findings from the BEFORE THE BEGINNING randomised controlled trial
DOI: 10.15468/dl.qcrats
title: Occurrence Download

description: A dataset containing 151 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "CoordinateUncertaintyInMeters 980.0-1000000.0",
 "OccurrenceStatus is Present",
 "TaxonKey is Agropyron desertorum",
 "Year 1853-2025"
 ]
}

 The dataset includes 151 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007416-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ycrmb6
title: Occurrence Download

description: A dataset containing 20005 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Cerdocyon thous"
 ]
}

 The dataset includes 20005 records from 424 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007415-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y4pwfj
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Antarctica",
 "OccurrenceStatus is Present",
 "TaxonKey is Eretmoptera murphyi"
 ]
}

 The dataset includes 16 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007418-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.krz3aw
title: Occurrence Download

description: A dataset containing 7647 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Procyon cancrivorus"
 ]
}

 The dataset includes 7647 records from 312 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007417-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17704972
title: Extracting conserved operators from a projected entangled pair state

description: The code for performing the simulation and the data for plotting figures in the paper are included.
DOI: 10.5281/zenodo.17704973
title: Extracting conserved operators from a projected entangled pair state

description: The code for performing the simulation and the data for plotting figures in the paper are included.
DOI: 10.17909/4z9m-jg78
title: Data for " Interstellar medium phases and abundances in the central parsec: A JWST MIRI/MRS view of the Galactic center"
DOI: 10.13140/rg.2.2.31722.17607
title: Bollettino sismico Regione Umbria 2016 per Google Earth
DOI: 10.5281/zenodo.15388073
title: VIM Polyp: A Multimodal Dataset of Colonoscopy Videos, Histopathology Images, and Protein Expression Levels from Colorectal Polyps

description: This repository contains the code and metadata associated with the VIMPolyp dataset, which includes:



Colonoscopy videos (visual modality)

Histopathology images (microscopic modality)

Immunohistochemistry-based protein expression scores (molecular modality)
DOI: 10.5281/zenodo.15388072
title: VIM Polyp: A Multimodal Dataset of Colonoscopy Videos, Histopathology Images, and Protein Expression Levels from Colorectal Polyps

description: This repository contains the code and metadata associated with the VIMPolyp dataset, which includes:



Colonoscopy videos (visual modality)

Histopathology images (microscopic modality)

Immunohistochemistry-based protein expression scores (molecular modality)
DOI: 10.48420/30689570
title: Research data for "Modelling Electric Field Control in a 4f Molecular Qudit with Hyperfine Coupling"

description: All computational inputs and outputs describing the effect of electric fields on the [Tm(Ntt)2] molecule. This allows us to simulate the coherent spin dynamics of the electron and nuclear spins under the influence of static or pulsed electric fields.
DOI: 10.48420/30689570.v1
title: Research data for "Modelling Electric Field Control in a 4f Molecular Qudit with Hyperfine Coupling"

description: All computational inputs and outputs describing the effect of electric fields on the [Tm(Ntt)2] molecule. This allows us to simulate the coherent spin dynamics of the electron and nuclear spins under the influence of static or pulsed electric fields.
DOI: 10.57745/fxbm0u
title: README

description: :unav
DOI: 10.57745/ncxgyd
title: mnt_campus_montpellier.zip

description: :unav
DOI: 10.57745/d5blrt
title: zone_etude.zip

description: :unav
DOI: 10.57745/45i5el
title: Modèle numérique de terrain du campus d'AgroParisTech Montpellier

description: Ce jeu de données a été produit entre janvier et mai 2023. Il contient un modèle numérique de terrain de l'oliveraie du campus montpelliérain d'AgroParisTech. Il a été réalisé dans le cadre des projets tuteurés du master géomatique (Université de Montpellier, Université Paul Valéry, AgroParisTech). Le MNT produit a une précision altimétrique au centimètre.
DOI: 10.15468/dl.u8nyej
title: Occurrence Download

description: A dataset containing 83 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Trimeresurus gumprechti)",
 "Country is one of (China, India, Indonesia, Pakistan, Bangladesh, Japan, Philippines, Viet Nam, Türkiye, Iran (Islamic Republic of), Thailand, Myanmar, Korea, Republic of, Korea (Democratic People’s Republic of), Iraq, Afghanistan, Saudi Arabia, Uzbekistan, Malaysia, Yemen, Nepal, Sri Lanka, Kazakhstan, Syrian Arab Republic, Cambodia, Jordan, Azerbaijan, United Arab Emirates, Tajikistan, Israel, Lao People’s Democratic Republic, Lebanon, Kyrgyzstan, Turkmenistan, Singapore, Oman, Palestine, State of, Kuwait, Georgia, Mongolia, Armenia, Qatar, Bahrain, Timor-Leste, Cyprus, Bhutan, Maldives, Brunei Darussalam)",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2025",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 83 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007419-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7538zu
title: Occurrence Download

description: A dataset containing 217 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Digitization of the primate collection of the Museum of Nature of the V.N. Karazin Kharkiv National University"
 ]
}

 The dataset includes 217 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007420-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.92czjv
title: Occurrence Download

description: A dataset containing 631645 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is eButterfly Surveys"
 ]
}

 The dataset includes 631645 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007409-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.efdc5r
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Antarctica",
 "OccurrenceStatus is Present",
 "TaxonKey is Lycoriella ingenua"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007422-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/dans-xxf-h7km
title: Zwervende erven uit de Romeinse tijd? Continuïteit in de bewoning van de late ijzertijd naar de Romeinse tijd te Uden Noord
title: Inventariserend Veld Onderzoek (IVO) door middel van proefsleuven op de locatie van het toekomstig ziekenhuis Bernhoven

description: &lt;p&gt;In verband met de geplande bouw van regionaal ziekenhuis Bernhoven op de locatie Uden-Noord (Hengstheuvel) heeft Archol BV in september en oktober 2007 een Inventariserend Veld Onderzoek in de vorm van proefsleuven uitgevoerd binnen het 37 ha grote plangebied.&lt;br&gt;Het landschap bestaat uit drie noordoost-zuidwest georiënteerde dekzandruggen met zwarte enkeerdgronden. Tijdens het proefsleuvenonderzoek zijn drie vindplaatsen gevonden:&lt;/p&gt;&lt;p&gt;Vindplaats 1&lt;br&gt;Op het hoogste deel van de middelste rug ligt een nederzetting uit de Romeinse tijd. Opvallend is de spreiding van de sporen binnen die nederzetting: het gaat om huisplaatsen met enkele bijgebouwen en kuilen waartussen grote lege zones bestaan. Dergelijke duidelijk gescheiden huisplaatsen geven veel inzicht in de opbouw en fasering van de erven en de gehele nederzetting. Rondom de kern met huisplaatsen bevindt zich een randzone met sporen van ambachtelijke activiteiten zoals ijzerbewerking. Gezien het gebruik van vuur werden deze op een veilige afstand van de houten huizen uitgevoerd. De nederzetting is vanaf het midden van de 1e eeuw tot het midden van de 3e eeuw bewoond; in die periode lijkt deze geleidelijk van zuidoost naar noord te zijn verplaatst.&lt;/p&gt;&lt;p&gt;Vindplaats 2&lt;br&gt;Op de meest oostelijke rug is in het zuidoosten van het plangebied een tweede vindplaats met bewoningssporen ontdekt. Deze bestaat uit een cluster paalsporen en kuilen die wijzen op een inheems nederzettingsterrein uit de late ijzertijd of de overgang naar de Romeinse tijd. Vermoedelijk hebben we hier te maken met een voorloper van vindplaats 1.&lt;/p&gt;&lt;p&gt;Vindplaats 3&lt;br&gt;Langs de westrand van de centrale rug komt nog een post-middeleeuwse vindplaats voor. Deze vindplaats bestaat o.a. uit karrensporen direct langs het Hogepad. Vermoedelijk vormen ze de voorloper van dit pad. De karrensporen worden aan de oostzijde begrensd door greppels en een rij paalsporen. Samen lijken ze de begrenzing te vormen tussen het pad en het akkergebied op de centrale rug. De inrichting van dit greppelsysteem zal samen hebben gehangen met de ontginning van het gebied en met het begin van de opbouw van het esdek.&lt;/p&gt;
description: Date Copyrighted: 2008
description: Date Submitted: 2011-06-14
DOI: 10.15468/dl.9344yq
title: Occurrence Download

description: A dataset containing 548 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is Africa",
 "Country is Namibia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Testudines"
 ]
}

 The dataset includes 548 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007421-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.