cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.57907/mirri/xuujen/y974c3
title: MIRRI0070248.json

description: Strain json file
DOI: 10.3535/926-7th-efd
title: Carex capitata Sol.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/yxe-7zr-bzg
title: Holcus lanatus L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.57907/mirri/0se0kl/qfqjpt
title: MIRRI0070289.json

description: Strain json file
DOI: 10.57907/mirri/4rvc8e
title: MIRRI0070355

description: Organism type: Filamentous Fungi ; Taxon name: Calonectria gracilis ; Collection: CBS 111284 ; Country: Brazil
DOI: 10.57907/mirri/587eiz/eu88ed
title: MIRRI0070432.json

description: Strain json file
DOI: 10.57907/mirri/5kcenw
title: MIRRI0070281

description: Organism type: Filamentous Fungi ; Taxon name: Gliocladiopsis mexicana ; Collection: CBS 111131 ; Country: Mexico
DOI: 10.57907/mirri/bfnqnq/yvdra1
title: MIRRI0070250.json

description: Strain json file
DOI: 10.57907/mirri/c0oqir/kfhyn9
title: MIRRI0070358.json

description: Strain json file
DOI: 10.57907/mirri/ca0iek/u2yppb
title: MIRRI0070264.json

description: Strain json file
DOI: 10.57907/mirri/dvf6fd/bmuks5
title: MIRRI0070366.json

description: Strain json file
DOI: 10.57907/mirri/ecirnj
title: MIRRI0070252

description: Organism type: Filamentous Fungi ; Taxon name: Pyrenophora leucospermi ; Collection: CBS 111080 ; Country: South Africa
DOI: 10.57907/mirri/ecvpqq
title: MIRRI0070380

description: Organism type: Filamentous Fungi ; Taxon name: Phytophthora cambivora ; Collection: CBS 111331 ; Country: South Korea
DOI: 10.57907/mirri/g165xf
title: MIRRI0070409

description: Organism type: Filamentous Fungi ; Taxon name: Pallidocercospora heimioides ; Collection: CBS 111364 ; Country: Indonesia
DOI: 10.57907/mirri/gutjgd/fmjg13
title: MIRRI0070310.json

description: Strain json file
DOI: 10.57907/mirri/jgda4m/882ikd
title: MIRRI0070342.json

description: Strain json file
DOI: 10.57907/mirri/kabaty/gt9ge3
title: MIRRI0070386.json

description: Strain json file
DOI: 10.57907/mirri/n9ymo4/auegnx
title: MIRRI0070373.json

description: Strain json file
DOI: 10.57907/mirri/ng0zjc
title: MIRRI0070279

description: Organism type: Filamentous Fungi ; Taxon name: Harknessia syzygii ; Collection: CBS 111124 ; Country: South Africa
DOI: 10.57907/mirri/r7u2cy/w4kenu
title: MIRRI0070377.json

description: Strain json file
DOI: 10.57907/mirri/rtqztc/mpobtk
title: MIRRI0070442.json

description: Strain json file
DOI: 10.57907/mirri/tyhtxv
title: MIRRI0070370

description: Organism type: Filamentous Fungi ; Taxon name: Pseudocercospora paraguayensis ; Collection: CBS 111317 ; Country: Brazil
DOI: 10.57907/mirri/tyhtxv/gc0s68
title: MIRRI0070370.json

description: Strain json file
DOI: 10.57907/mirri/vcjj4f
title: MIRRI0070266

description: Organism type: Filamentous Fungi ; Taxon name: Trichoderma koningii ; Collection: CBS 111105 ; Country: Austria
DOI: 10.57907/mirri/vjz7eq
title: MIRRI0070368

description: Organism type: Filamentous Fungi ; Taxon name: Sarcostroma longiappendiculatum ; Collection: CBS 111308 ; Country: South Africa
DOI: 10.57907/mirri/wvehpu
title: MIRRI0070389

description: Organism type: Filamentous Fungi ; Taxon name: Phytophthora drechsleri ; Collection: CBS 111340 ; Country: South Korea
DOI: 10.57907/mirri/wvehpu/thsjib
title: MIRRI0070389.json

description: Strain json file
DOI: 10.57907/mirri/xfs07w/1ei3hd
title: MIRRI0070306.json

description: Strain json file
DOI: 10.57907/mirri/yvpfjp
title: MIRRI0070345

description: Organism type: Filamentous Fungi ; Taxon name: Trichoderma velutinum ; Collection: CBS 111256 ; Country: Iran
DOI: 10.3535/fs9-ljt-dgw
title: Odontites vulgaris Moench

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/h9a-xqf-m6x
title: Odontites vernus (Bellardi) Dumort.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.57907/mirri/0se0kl
title: MIRRI0070289

description: Organism type: Filamentous Fungi ; Taxon name: Hypocrea surrotunda ; Collection: CBS 111145 ; Country: United States of America
DOI: 10.57907/mirri/1vpszh/uisuri
title: MIRRI0070319.json

description: Strain json file
DOI: 10.57907/mirri/3nogou
title: MIRRI0070391

description: Organism type: Filamentous Fungi ; Taxon name: Phytophthora drechsleri ; Collection: CBS 111342 ; Country: South Korea
DOI: 10.57907/mirri/4nyuad
title: MIRRI0070441

description: Organism type: Filamentous Fungi ; Taxon name: Apiognomonia errabunda ; Collection: CBS 111501 ; Country: South Africa
DOI: 10.57907/mirri/7tndgw/ldyty0
title: MIRRI0070402.json

description: Strain json file
DOI: 10.57907/mirri/9kh6vv
title: MIRRI0070427

description: Organism type: Filamentous Fungi ; Taxon name: Calonectria rumohrae ; Collection: CBS 111431 ; Country: Panama
DOI: 10.57907/mirri/a1vwdq
title: MIRRI0070445

description: Organism type: Filamentous Fungi ; Taxon name: Phaeophleospora gregaria ; Collection: CBS 111519 ; Country: South Africa
DOI: 10.57907/mirri/ainmv2
title: MIRRI0070275

description: Organism type: Filamentous Fungi ; Taxon name: Fusarium sambucinum var. sambucinum ; Collection: CBS 111114 ; Country: Netherlands
DOI: 10.57907/mirri/akwlqy/tt8cdo
title: MIRRI0070428.json

description: Strain json file
DOI: 10.57907/mirri/auwwjv
title: MIRRI0070292

description: Organism type: Filamentous Fungi ; Taxon name: Hypocrea cuneispora ; Collection: CBS 111148 ; Country: United States of America
DOI: 10.57907/mirri/b77gif/jladcw
title: MIRRI0070309.json

description: Strain json file
DOI: 10.57907/mirri/birmas
title: MIRRI0070300

description: Organism type: Filamentous Fungi ; Taxon name: Teratosphaericola pseudoafricana ; Collection: CBS 111168 ; Country: Zambia
DOI: 10.57907/mirri/byytnm
title: MIRRI0070462

description: Organism type: Filamentous Fungi ; Taxon name: Lanzia echinophila ; Collection: CBS 111547 ; Country: Netherlands
DOI: 10.57907/mirri/d0tblz
title: MIRRI0070286

description: Organism type: Filamentous Fungi ; Taxon name: Calonectria gracilipes ; Collection: CBS 111141 ; Country: Colombia
DOI: 10.57907/mirri/eo0h6v
title: MIRRI0070408

description: Organism type: Filamentous Fungi ; Taxon name: Trichoderma asperellum ; Collection: CBS 111362 ; Country: Iran
DOI: 10.57907/mirri/faerv3/1npbkf
title: MIRRI0070403.json

description: Strain json file
DOI: 10.57907/mirri/ggdh85/znguxq
title: MIRRI0070392.json

description: Strain json file
DOI: 10.57907/mirri/ggx8zh
title: MIRRI0070579

description: Organism type: Filamentous Fungi ; Taxon name: Paraphaeosphaeria minitans ; Collection: CBS 111756 ; Country: Netherlands
DOI: 10.57907/mirri/hcaifm
title: MIRRI0070495

description: Organism type: Filamentous Fungi ; Taxon name: Entyloma belangeri ; Collection: CBS 111599 ; Country: Netherlands
DOI: 10.57907/mirri/hdatkc/sztx7y
title: MIRRI0070384.json

description: Strain json file
DOI: 10.57907/mirri/ka8ub7
title: MIRRI0070482

description: Organism type: Filamentous Fungi ; Taxon name: Harknessia globispora ; Collection: CBS 111578 ; Country: Portugal
DOI: 10.57907/mirri/kawcab
title: MIRRI0070307

description: Organism type: Filamentous Fungi ; Taxon name: Gliocladiopsis curvata ; Collection: CBS 111194 ; Country: Mauritius
DOI: 10.25549/uschist-c104-283159
title: USC Associates Town & Gown social for Steven Sample's inauguration, 1991

description: 22 photographs documenting the USC Associates social on behalf of Steven Sample during his inauguration as president of USC, Town and Gown, 665 Exposition Boulevard, University of Southern California, 1991.
DOI: 10.15468/dl.3gapsz
title: Occurrence Download

description: A dataset containing 323 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Drasteria caucasica",
 "HasCoordinate is true"
 ]
}

 The dataset includes 323 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030262-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/uschist-c104-283162
title: USC Associates Town & Gown social for Steven Sample's inauguration, 1991

description: 22 photographs documenting the USC Associates social on behalf of Steven Sample during his inauguration as president of USC, Town and Gown, 665 Exposition Boulevard, University of Southern California, 1991.
DOI: 10.25549/uschist-c104-282360
title: Homecoming, USC, 1991

description: 27 photographs of Homecoming weekend, University of Southern California, 1991 October 19. Images include USC President Sample (shaking hands, posing, playing percussion), contingents from the USC Healthcare Consultation Center, USC University Hospital, MBNA America and the GAA, USC Women's Athletics, Biltmore Hotel, USC Alumni Association, Engineering Alumni Association, USC Half Century Trojans, and the Asian Pacific American Support Group.
DOI: 10.15468/dl.ksdaf9
title: Occurrence Download

description: A dataset containing 215 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Inventario Nacional de Candelilla (Euphorbia antisyphilitica) Fase I.",
 "Geometry POLYGON((-106.40617 23.56282,-97.93320 23.56282,-97.93320 27.29997,-106.40617 27.29997,-106.40617 23.56282))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 215 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0120685-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fdacm4
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/0020113-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.oq9qzd
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/0007895-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14527341
title: Swedigarch AGES index

description: The AGES_index GeoPackage contains a point layer with information about all excavation databases maintained in the AGES (Archaeological Geodata from Excavations) database of Swedigarch, the Swedish National Infrastructure for Digital Archaeology. The full documentation of the excavation can be downloaded from the link "link_geodata". AGES_index will be updated as new data is added to the database.

More information: https://swedigarch.se/index.php/swedigarch/resources/ages/
DOI: 10.5281/zenodo.14921754
title: Swedigarch AGES index

description: The AGES_index GeoPackage contains a point layer with information about all excavation databases maintained in the AGES (Archaeological Geodata from Excavations) database of Swedigarch, the Swedish National Infrastructure for Digital Archaeology. The full documentation of the excavation can be downloaded from the link "link_geodata". AGES_index will be updated as new data is added to the database.

More information: https://swedigarch.se/index.php/swedigarch/resources/ages/
DOI: 10.5281/zenodo.14974666
title: Swedigarch AGES index

description: The AGES_index GeoPackage contains a point layer with information about all excavation databases maintained in the AGES (Archaeological Geodata from Excavations) database of Swedigarch, the Swedish National Infrastructure for Digital Archaeology. The full documentation of the excavation can be downloaded from the link "link_geodata". AGES_index will be updated as new data is added to the database.

More information: https://swedigarch.se/index.php/swedigarch/resources/ages/
DOI: 10.15468/dl.pgrgnd
title: Occurrence Download

description: A dataset containing 5181 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "PublishingOrg is one of (bb646dff-a905-4403-a49b-6d378c2cf0d9, 1f00d75c-f6fc-4224-a595-975e82d7689c, 8edbbde0-055e-11d8-b850-b8a03c50a862, e8eada63-4a33-44aa-b2fd-4f71efb222a0, 37560003-ae75-43c3-95aa-48c98797aa2a, ff90b050-c256-11db-b71b-b8a03c50a862, 28eb1a3f-1c15-4a95-931a-4af90ecb574d)",
 "TaxonKey is Rhinella horribilis (Wiegmann, 1833)",
 "Year 1960-2025"
 ]
}

 The dataset includes 5181 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001838-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rju3q3
title: Occurrence Download

description: A dataset containing 1114 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "GadmGid is FRA.7.2.5_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Sylvia borin (Boddaert, 1783)",
 "Year 2000-2025"
 ]
}

 The dataset includes 1114 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001836-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p3f5bd
title: Occurrence Download

description: A dataset containing 174369 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sanghuangporus baumii (Pilát) L.W.Zhou & Y.C.Dai, Alloeophasma cyllarus (Westwood, 1859), Acasis viretata (Hübner, 1799), Cheiloneurus lineascapus Gahan, 1910, Stilbum sphaerocephalum Massee, Aranedra millsi Burks, 1971, Aranedra arae Burks, 1971, Foutsia philodendri Burks, 1971, Euplectrus eowilsoni Hansson, 2015, Balclutha punctata (Fabricius, 1775), Aethes moribundana (Staudinger, 1859), Muschampia proto (Ochsenheimer, 1808), Euzopherodes lutisignella Mann, 1869, Selenocephalus ankarae Dlabola, 1957, Syrichtus poggei (Lederer, 1858), Chamaesphecia doryceraeformis (Lederer, 1853), Plexippus paykulli (Audouin, 1826), Chamaesphecia jitkae Špatenka, 1987, Coleophora phlomidis Stainton, 1867, Coleophora phlomidella Christoph, 1862, Diglyphus agrophlomicum Kurashev, 1990, Gazoryctra wielgusi Wagner & Tindale, 1988, Heliothis oregonica H.Edwards, 1875, Pyrenochaeta phlogis Massee, Polites otho, Akanthomyces lecanii (Zimm.) Spatafora, Kepler & B.Shrestha, Mycetoporus nigricollis Stephens, 1835, Ischnosoma splendidum (Gravenhorst, 1806), Sepedophilus marshami (Stephens, 1832), Sepedophilus testaceus (Fabricius, 1792), Alopecosa pulverulenta (Clerck, 1757), Platydracus stercorarius (A.G.Olivier, 1795), Philonthus succicola C.G.Thomson, 1860, Ocypus brunnipes (Fabricius, 1781), Phlegra fasciata (Hahn, 1826), Ocypus aeneocephalus (De Geer, 1774), Trachyzelotes pedestris (C.L.Koch, 1837), Pardosa hortensis (Thorell, 1872), Quedius curtipennis Bernhauer, 1908, Sibianor aurocinctus (Ohlert, 1865), Philonthus atratus (Gravenhorst, 1802), Carpelimus punctatellus (Erichson, 1840), Bolitobius castaneus (Stephens, 1832), Tasgius melanarius (Heer, 1839), Gabrius osseticus (Kolenati, 1846), Lathrobium dilutum Erichson, 1839, Ilyobates bennetti Donisthorpe, 1914, Lathrobium fulvipenne (Gravenhorst, 1806), Singa hamata (Clerck, 1757), Callicerus rigidicornis (Erichson, 1839))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 174369 records from 1028 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001837-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w3wk9a
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Belgium",
 "Geometry POLYGON((5.36896 50.3167,5.76467 50.3167,5.76467 50.58408,5.36896 50.58408,5.36896 50.3167))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Epipactis atrorubens (Hoffm.) Besser"
 ]
}

 The dataset includes 11 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001839-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gmv4xx
title: Occurrence Download

description: A dataset containing 329 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Sceloporus edbelli Smith, Chiszar & Lemos-Espinal, 2003"
 ]
}

 The dataset includes 329 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001841-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hwaxdn
title: Occurrence Download

description: A dataset containing 158 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Sceloporus edwardtaylori Smith, 1936"
 ]
}

 The dataset includes 158 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001842-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cm8ycm
title: Occurrence Download

description: A dataset containing 498 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "TaxonKey is Agrius convolvuli Linnaeus, 1758"
 ]
}

 The dataset includes 498 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001840-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3b7qqw
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Sceloporus exsul Dixon, Ketchersid & Lieb, 1972"
 ]
}

 The dataset includes 16 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001843-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cbtkpb
title: Occurrence Download

description: A dataset containing 1414380 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ichneumonidae"
 ]
}

 The dataset includes 1414380 records from 1295 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001827-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jxfzsa
title: Occurrence Download

description: A dataset containing 379 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rorippa barbareifolia",
 "Country is Russian Federation",
 "HasCoordinate is true"
 ]
}

 The dataset includes 379 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012847-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kywtwy
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Scaphopoda)",
 "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((60 -30,90 -30,90 0,60 0,60 -30))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012848-251009101135966/datasets/export for details.
DOI: 10.5281/zenodo.17338355
title: Universal Tunneling Scaling: Synthetic Datasets, Per-Figure CSVs, Regression Outputs, and Supplementary Information

description: This repository contains supporting datasets, scripts, and Supplementary Information for the manuscript “A Universal Nonlinear Scaling Law for Quantum Tunneling Across Length Scales” (submitted to Nature Communications).

The files illustrate and reproduce the proposed nonlinear tunneling scaling law,

ln⁡R∝−M,\ln \mathcal{R} \propto -\sqrt{M},lnR∝−M,

spanning molecules, cold atoms, and Josephson circuits.

Contents:





Synthetic datasets:





microscopic_tunneling_results.csv (molecular double-well)




cold_atoms_BJJ_synthetic.csv (cold atoms in optical barriers)




jj_tunneling_results.csv (Josephson circuits)






Per-figure CSVs (main text + SI):fig2_molecules_lnDeltaE_vs_sqrtmu.csv,fig3_coldatoms_lnGamma_vs_sqrtN_exp.csv,fig4_jj_lnGamma_vs_sqrtMeff_exp.csv,fig5_master_lnR_vs_sqrtM.csv,and CSVs for SI figures S1–S5.




Regression outputs:fit_summary.csv, fit_summary.txt (slopes, intercepts, $R^2$ values).




Plotting script:plotting_example.py (basic Python/Matplotlib script to regenerate key plots).




Supplementary Information:SI.tex — LaTeX source of the Supplementary Information.




Metadata:ZENODO_METADATA.txt — text description for reproducibility.
DOI: 10.5281/zenodo.17338356
title: Universal Tunneling Scaling: Synthetic Datasets, Per-Figure CSVs, Regression Outputs, and Supplementary Information

description: This repository contains supporting datasets, scripts, and Supplementary Information for the manuscript “A Universal Nonlinear Scaling Law for Quantum Tunneling Across Length Scales” (submitted to Nature Communications).

The files illustrate and reproduce the proposed nonlinear tunneling scaling law,

ln⁡R∝−M,\ln \mathcal{R} \propto -\sqrt{M},lnR∝−M,

spanning molecules, cold atoms, and Josephson circuits.

Contents:





Synthetic datasets:





microscopic_tunneling_results.csv (molecular double-well)




cold_atoms_BJJ_synthetic.csv (cold atoms in optical barriers)




jj_tunneling_results.csv (Josephson circuits)






Per-figure CSVs (main text + SI):fig2_molecules_lnDeltaE_vs_sqrtmu.csv,fig3_coldatoms_lnGamma_vs_sqrtN_exp.csv,fig4_jj_lnGamma_vs_sqrtMeff_exp.csv,fig5_master_lnR_vs_sqrtM.csv,and CSVs for SI figures S1–S5.




Regression outputs:fit_summary.csv, fit_summary.txt (slopes, intercepts, $R^2$ values).




Plotting script:plotting_example.py (basic Python/Matplotlib script to regenerate key plots).




Supplementary Information:SI.tex — LaTeX source of the Supplementary Information.




Metadata:ZENODO_METADATA.txt — text description for reproducibility.
DOI: 10.15468/dl.q3bbw6
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Zosterops sanctaecrucis Tristram, 1894)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 19 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0296620-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.