cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.6hhb7b
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cyperus rotundus",
 "Country is Tuvalu",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059098-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.csp6vp
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Solanum tuberosum",
 "Country is Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 30 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059100-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s66h9e
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Solanum tuberosum",
 "Country is Italy",
 "HasCoordinate is true"
 ]
}

 The dataset includes 30 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059101-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wy9ucm
title: Occurrence Download

description: A dataset containing 1372 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cyperus rotundus",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1372 records from 95 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059102-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ubje36
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cyperus rotundus",
 "Country is Vanuatu",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059103-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ybbxtj
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Solanum tuberosum",
 "Country is Lao People’s Democratic Republic",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059104-250717081556266/datasets/export for details.
DOI: 10.15468/dl.rczkv2
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hemigrapsus sanguineus",
 "Country is Indonesia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059105-250717081556266/datasets/export for details.
DOI: 10.15468/dl.wkadv8
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cyperus rotundus",
 "Country is Venezuela (Bolivarian Republic of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 44 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059107-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8445c3
title: Occurrence Download

description: A dataset containing 186 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Korea, Republic of",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Polygonatum falcatum"
 ]
}

 The dataset includes 186 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059108-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k5upss
title: Occurrence Download

description: A dataset containing 12844 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Eriophyllum lanatum"
 ]
}

 The dataset includes 12844 records from 132 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059106-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sd9dyc
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Solanum tuberosum",
 "Country is Madagascar",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059109-250717081556266/datasets/export for details.
DOI: 10.15468/dl.g29f55
title: Occurrence Download

description: A dataset containing 336 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Korea, Republic of",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Cnidium japonicum"
 ]
}

 The dataset includes 336 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059110-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r3enbx
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Solanum tuberosum",
 "Country is Malta",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059111-250717081556266/datasets/export for details.
DOI: 10.15468/dl.7yzevp
title: Occurrence Download

description: A dataset containing 1723 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Solanum tuberosum",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1723 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059112-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tzesea
title: Occurrence Download

description: A dataset containing 256 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Korea, Republic of",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Aconitum pseudolaeve"
 ]
}

 The dataset includes 256 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059114-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mgg6h2
title: Occurrence Download

description: A dataset containing 84 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anthoxanthum odoratum",
 "Country is Brazil",
 "HasCoordinate is true"
 ]
}

 The dataset includes 84 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059115-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zb3cng
title: Occurrence Download

description: A dataset containing 1398 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anthoxanthum odoratum",
 "Country is Canada",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1398 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059116-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c2zur4
title: Occurrence Download

description: A dataset containing 477 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is Mexico",
 "TaxonKey is Gymnogyps californianus"
 ]
}

 The dataset includes 477 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012007-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uqr33f
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Solenogastres)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((150 60,180 60,180 90,150 90,150 60))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012009-251009101135966/datasets/export for details.
DOI: 10.15468/dl.rtpvgx
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007973-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.0nl5n4
title: Occurrence Download

description: A dataset containing 358952 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((10.7216502600000005 47.4680808499999998, 10.6874692699999994 47.3294754599999976, 10.5920775599999999 47.2047490900000000, 10.4450930500000005 47.1059740399999995, 10.2608947100000005 47.0426530700000001, 10.0572222199999999 47.0208515599999970, 9.8535497400000001 47.0426530700000001, 9.6693513899999992 47.1059740399999995, 9.5223668900000007 47.2047490900000000, 9.4269751799999995 47.3294754599999976, 9.3927941900000000 47.4680808499999998, 9.4236378199999997 47.6070527199999987, 9.5169666399999997 47.7327385899999967, 9.6639508000000003 47.8326997400000025, 9.8502118200000002 47.8969803600000006, 10.0572222199999999 47.9191484400000007, 10.2642326300000004 47.8969803600000006, 10.4504936500000003 47.8326997400000025, 10.5974778100000009 47.7327385899999967, 10.6908066300000009 47.6070527199999987, 10.7216502600000005 47.4680808499999998))",
 "HasCoordinate is TRUE",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset includes 358952 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000858-180925134338326/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.88cggd
title: Occurrence Download

description: A dataset containing 63158201 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is iNaturalist Research-grade Observations"
 ]
}

 The dataset includes 63158201 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012799-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.in1nnd
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000745-180824113759888/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qrnv2e
title: Occurrence Download

description: A dataset containing 9765242 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 9765242 records from 4790 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0144293-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.udwmer
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Saussurea hypsipeta"
 ]
}

 The dataset includes 40 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014371-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17512460
title: Resonance duality

description: Title: Resonance Projection Duality and the k=50 Container Key: A Geometric Interpretation of Dimensional Bleed-Through

Version: 2.0

Authors: Hanlon III, James C.

Description: This paper derives a resonance projection ladder from first principles using geometric gap counting and a 10 Hz Reality Projection (RP) pulse. The framework yields integer resonance keys k = {70, 50, 30, 10} for dimensional containers and their projections through the sequence 4D→3D→2D→1D→0D. The N = 3 axiom anchors an infinite, symmetric chain of containers, with k = 50 serving as the phase-matching condition for bleed-through between adjacent 3D shadows. The model predicts observational signatures in gravitational waves, spectral lines, and atomic-clock drifts. Planck-scale consistency checks and entropy scaling are provided in an appendix.

Keywords: resonance cosmology, dimensional projection, N=3 axiom, k=50 chain, 10 Hz RP pulse, geometric gap counting, entropy scaling, LIGO, JWST, atomic clock drift, Planck units

License: CC-BY-4.0

Related identifiers: isNewVersionOf https://doi.org/10.5281/zenodo.17512607
DOI: 10.15468/dl.vz8g5y
title: Occurrence Download

description: A dataset containing 154 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Yungipicus maculatus validirostris"
 ]
}

 The dataset includes 154 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014372-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17518726
title: Alpinia purpurata non woven data

description: Alpinia purpurata non woven experimental fabric data
description: This study investigates the development of biodegradable nonwoven fabrics utilizing Alpinia purpurata pseudo-stem fibres, bonded with poly lactic acid (PLA) through a thermal bonding process. Given the underutilization of Alpinia purpurata fibres, this research explores their potential for sustainable textile applications. The fibres were extracted via decortication and blended with PLA at varying mass ratios (90/10, 80/20, 70/30), followed by comprehensive characterization. Evaluations included fabric mass per unit area, thickness, air permeability, tensile strength, elongation, wetting time, moisture regain and surface morphology. The results indicate that increasing PLA content enhances tensile strength but reduces air permeability and water absorption. Conversely, a higher proportion of Alpinia purpurata fibres improves breathability and moisture regain. These findings demonstrate that Alpinia purpurata fibres, in combination with PLA, can produce nonwoven fabrics with tunable properties, offering promising potential for environmentally friendly textile applications.
DOI: 10.5281/zenodo.17518725
title: Alpinia purpurata non woven data

description: Alpinia purpurata non woven experimental fabric data
description: This study investigates the development of biodegradable nonwoven fabrics utilizing Alpinia purpurata pseudo-stem fibres, bonded with poly lactic acid (PLA) through a thermal bonding process. Given the underutilization of Alpinia purpurata fibres, this research explores their potential for sustainable textile applications. The fibres were extracted via decortication and blended with PLA at varying mass ratios (90/10, 80/20, 70/30), followed by comprehensive characterization. Evaluations included fabric mass per unit area, thickness, air permeability, tensile strength, elongation, wetting time, moisture regain and surface morphology. The results indicate that increasing PLA content enhances tensile strength but reduces air permeability and water absorption. Conversely, a higher proportion of Alpinia purpurata fibres improves breathability and moisture regain. These findings demonstrate that Alpinia purpurata fibres, in combination with PLA, can produce nonwoven fabrics with tunable properties, offering promising potential for environmentally friendly textile applications.
DOI: 10.5281/zenodo.17096827
title: Data, models and scripts for the study "Strain controls the electrical conductivity distribution in the lithosphere"

description: This is an archive repository contatining the data, models and scripts used in the manuscript "Strain controls the electrical conductivity distribution in the lithosphere". This repository contains subfolders:



Scripts to generate thermomechanical and landscape evolution models (undeworld_scripts).

Scripts to convert thermomechanical models into synthetic electrical conductivity models (pide_scripts).

Results of thermomechanical and landscape evolution models (ThermomechanicalModel).

Results of synthetic electrical conductivity conversions (Synthetic_Conductivity_H5).

Results of MT models (MT_Models).

Digitized models of Marmara MT model of Kaya et al. (2013, GJI, https://doi.org/10.1093/gji/ggt025).
DOI: 10.5281/zenodo.15259195
title: Data, models and scripts for the study "Strain controls the electrical conductivity distribution in the lithosphere"

description: This is an archive repository contatining the data, models and scripts used in the manuscript "Strain controls the electrical conductivity distribution in the lithosphere". This repository contains subfolders:



Scripts to generate thermomechanical and landscape evolution models (undeworld_scripts).

Scripts to convert thermomechanical models into synthetic electrical conductivity models (pide_scripts).

Results of thermomechanical and landscape evolution models (ThermomechanicalModel).

Results of synthetic electrical conductivity conversions (Synthetic_Conductivity_H5).

Results of MT models (MT_Models).

Digitized models of Marmara MT model of Kaya et al. (2013, GJI, https://doi.org/10.1093/gji/ggt025).
DOI: 10.26182/wzfp-n564
title: Laboratory 3D Velocity Fields of Shallow Island Wakes in Oscillatory Flow
DOI: 10.15468/dl.5qac6u
title: Occurrence Download

description: A dataset containing 11204 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Brachyotum"
 ]
}

 The dataset includes 11204 records from 179 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014373-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6069/39h2-h565
title: CeD-active Peptides in Gluten-Free Beer

description: Gluten-free barley beers may cause symptoms in celiac disease (CeD) patients due to CeD-active peptides from partially hydrolyzed gluten. Accurate quantitation of such peptides is essential to improve analytical methods for assessing CeD immunogenic activity and ensuring consumer safety, as routine methods like R5 competitive enzyme-linked immunosorbent assays (R5c ELISA) may miss small yet harmful peptides. This study used targeted nano-liquid chromatography-tandem mass spectrometry (nanoLC MS/MS) with stable isotope dilution assay to quantitate seven CeD-active peptides with complete immunogenic epitopes in 19 gluten-free and four regular or carbohydrate-reduced beers. The selection of CeD-active peptides was made based on their previous identification in the analyzed beers. The beers were subjected to single-pot solid-phase-enhanced sample preparation and chymotryptic hydrolysis. All peptides were under the limit of quantitation in 13 commercially available gluten-free beers. In the remaining six, the total peptide concentrations ranged from 14–806 ng/mL, while non-gluten-free beers contained 967–3089 ng/mL. Peptide concentrations correlated with the gluten content measured by R5c ELISA, and lot-to-lot variations were observed. These findings support the need for a more comprehensive risk assessment of products containing partially hydrolyzed gluten.
DOI: 10.5281/zenodo.17518767
title: Data release for "GW231123 ringdown: interpretation as multimodal Kerr signal" by Siegel et al.

description: Included files are:

GW231123 timeseries data with 60 Hz line cleaned:cleaned_H1_data_latest_231123_mcmcseed3746325403_resampleseed1456653538.h5cleaned_L1_data_latest_231123_mcmcseed3746325403_resampleseed1456653538.h5

Example posteriors for {220, 210} fits at key times as described in Fig. 11:offset-4.0_modes-220_210.ncoffset-12.0_modes-220_210.nc

Code to run various ringdown analyses through slurm:run_fit_batch_signal_clean.pyrun_fitagnostic_batch_signal_clean.pyrun_TGRfit_batch_signal_clean.py

Notebook to generate key plots of paper:231123_plots_datarelease.ipynb
DOI: 10.5281/zenodo.17489243
title: An Operational Length Anchor D: Identifiability, Cross‑Invariants, and an Adoption Algorithm — Source & Data (v1.0)

description: What this is. Fully reproducible Source & Data package for the MST manuscript “A fit‑free acceptance protocol for interferometric scale estimation: the operational anchor D, cross‑invariants, and a MODE gate (Option–B)”. The decision rule is Bonferroni‑controlled Student‑t CI intersection over (A,B,C) with a diameter bound; the MODE gate provides operational identifiability. (Eq. (2)–(4); MODE Z‑bound is a sufficient feasibility bound only; final adoption uses t‑CI.) 

LYJ_MST_anchorD

 

MST_cover_letter_OptionB_YJLee

Contents. config/thresholds.yaml (pre‑registered; ε=1.10e‑3, ρ_BC switch=0.98), scripts/*.py, results/*.csv (VM nominal), figs/*.png, CITATION.cff, manifest.json, README.md.

Reproducibility (numbers in the paper). Under the registered nominal profile, our re‑decision strictly following Eq. (2)–(3) yields: MODE‑PASS 99.7%, AB‑fallback 0.0%, d²(95%) 6.0347, CI‑diameter p50/p95 = 1.108e‑3 / 1.309e‑3, FRR 51.75% (K=2000; results/vm_nominal.csv). The manuscript’s Appendix E.3/E.5 values have been updated accordingly. 

LYJ_MST_anchorD

How to run.





Python ≥3.11, pip install -r requirements.txt (note: versions not hard‑pinned).




python scripts/reproduce_figures.py to regenerate Figs 1–6; python scripts/vm_sweep.py for sensitivity sweeps; python scripts/vm.py for the nominal VM set.



Licensing. Record-level license: CC BY 4.0. Inside the ZIP, code is MIT, documents are CC BY 4.0 (see LICENSES/).

Checksums.MST_OptionB_DOI_20251103_FIXED.zip — MD5 91b5fe70453f585e69be28778ef06c63, SHA‑256 29bf6d9df512568081bb6d5e0ab0e2b5e12fdb8aedd0683152b3555aca6a6e25.