cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.w39jnb
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Jasminum bignoniaceum Wall. ex G.Don"
 ]
}

 The dataset includes 25 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0169106-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bt40yq
title: Occurrence Download

description: A dataset containing 846 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Elleanthus aurantiacus (Lindl.) Rchb.f."
 ]
}

 The dataset includes 846 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031459-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vave92
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Blakea hexandra (Almeda) Penneys & Almeda"
 ]
}

 The dataset includes 27 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0145773-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jb8jsv
title: Occurrence Download

description: A dataset containing 3763 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cupressaceae)",
 "Country is United States of America",
 "StateProvince is Utah"
 ]
}

 The dataset includes 3763 records from 95 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033179-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y97eta
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "TaxonKey is Centaurea oscensis (Pau ex E.López & Devesa) Raab-Straube & Greuter"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0179235-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.63yxaa
title: Occurrence Download

description: A dataset containing 357 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aonyx capensis (Schinz, 1821)"
 ]
}

 The dataset includes 357 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031460-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ze7uuv
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Chile",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Xylocopa augusti Lepeletier, 1841"
 ]
}

 The dataset includes 39 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0189422-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2srhgk
title: Occurrence Download

description: A dataset containing 109 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Hyloxalus fuliginosus Jiménez de la Espada, 1870"
 ]
}

 The dataset includes 109 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026890-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nbnycn
title: Occurrence Download

description: A dataset containing 261090 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Coereba flaveola (Linnaeus, 1758)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 261090 records from 185 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031460-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vpvyu9
title: Occurrence Download

description: A dataset containing 8387435 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Korea, Republic of"
 ]
}

 The dataset includes 8387435 records from 1476 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052236-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7mqup2
title: Occurrence Download

description: A dataset containing 881 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cnidoscolus multilobus",
 "HasCoordinate is true"
 ]
}

 The dataset includes 881 records from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052286-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jretvv
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ipomoea triloba",
 "Country is Venezuela (Bolivarian Republic of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 32 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052288-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17096819
title: OPA_MASTER_1-128

description: Updated September 10th



Clarify scarcity vectors — distinguishing the baseline geometric registry from the effective predictive registry with echo-lift.

Audit ΔL implementation — correcting a normalization mismatch that caused Oxygen (Z=8) and a few other entries to appear as gate violations in the CSV despite being lawful closures in the manuscript.

Refine calibration language — constants such as and environmental coefficients will be explicitly marked as geometric derivations with empirical modulation, ensuring transparency and consistency.


This update will align the dataset with the published manuscript so that both present a unified and internally consistent framework.

The updated files (v2.5) will be released shortly.

This dataset is the computational atlas generated through the Octomorphic Pipeline (OPA Phases 1–26), culminating in the unified periodic registry table of 128 entries. It extends the Living Fold framework by explicitly filling the scarcity-driven registry with lawful values derived from the octonionic kernel , subject to the canonical gates .

The atlas demonstrates how the registry structure—previously articulated in The Living Fold https://zenodo.org/records/16920192 (§3 Scarcity and the Registry; §6 Magic Numbers and π³ Shell Theory; §8 Periodic Architecture)—is concretely realized across all 128 admissible seats, including environment-tuned echo-lift capacities.

This file therefore serves as the explicit computational backbone for the Living Fold proofs:



Registry Exhaustion Values (Appendix F).

Scarcity Vector Validation (§3.2).

Periodic Architecture Mapping (§8).

https://zenodo.org/records/16920192


Researchers can use the atlas both as a verification tool and as a direct bridge between the theoretical registry and observed periodic/chemical architecture.

This is a living document and will have several forthcoming revisions

Author Brian Simpson licensed under the octomorphic open license version 1.1
DOI: 10.15468/dl.ue9fqt
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ipomoea triloba",
 "Country is Viet Nam",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052289-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.npnvsx
title: Occurrence Download

description: A dataset containing 148 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cnidoscolus spinosus",
 "HasCoordinate is true"
 ]
}

 The dataset includes 148 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052291-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qgbuyj
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052292-250827131500795/datasets/export for details.
DOI: 10.15468/dl.b78jee
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Entomologische Sammlung (ETHZ-ENT) of Eidgenössische Technische Hochschule Zürich",
 "OccurrenceStatus is Present",
 "TaxonKey is Pyrgus accretus"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052295-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dxu97k
title: Occurrence Download

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

 The dataset includes 30 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052293-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xa6mdf
title: Occurrence Download

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

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052294-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d92ry4
title: Occurrence Download

description: A dataset containing 57613 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Zelkova serrata"
 ]
}

 The dataset includes 57613 records from 307 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052244-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.evvxke
title: Occurrence Download

description: A dataset containing 7757 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Geometry POLYGON((-15.11719 59.53432,-13.00781 48.9225,5.27344 47.98992,4.57031 58.44773,-3.86719 62.26792,-15.11719 59.53432))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ailanthus altissima (Mill.) Swingle"
 ]
}

 The dataset includes 7757 records from 70 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0247506-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bmgr05
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "HasCoordinate is true",
 "TaxonKey is Spathiphyllum grandifolium Engl.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 17 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037358-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.by34vu
title: Occurrence Download

description: A dataset containing 580 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gladiolus venustus G.J.Lewis"
 ]
}

 The dataset includes 580 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012364-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bupszm
title: Occurrence Download

description: A dataset containing 4307013 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "GadmGid is CAN.1_1"
 ]
}

 The dataset includes 4307013 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0248847-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a7aumt
title: Occurrence Download

description: A dataset containing 11080 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Synbranchiformes"
 ]
}

 The dataset includes 11080 records from 176 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037358-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r82utg
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gladiolus virgatus Goldblatt & J.C.Manning"
 ]
}

 The dataset includes 32 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012386-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.evmwb3
title: Occurrence Download

description: A dataset containing 597 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lynx pardinus (Temminck, 1827)"
 ]
}

 The dataset includes 597 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0250677-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bchebh
title: Occurrence Download

description: A dataset containing 12267 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Notacanthiformes"
 ]
}

 The dataset includes 12267 records from 115 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037360-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mvjvmd
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gladiolus virgineus Goldblatt & J.C.Manning"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012389-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8fbbsg
title: Occurrence Download

description: A dataset containing 542 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "PublishingOrg is b3bf3a83-1f68-4541-a03f-330d30d567f5",
 "TaxonKey is Cactaceae"
 ]
}

 The dataset includes 542 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0147733-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fdhas5
title: Occurrence Download

description: A dataset containing 246 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Spain",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Buxus balearica Lam."
 ]
}

 The dataset includes 246 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0193991-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mybvhm
title: Occurrence Download

description: A dataset containing 9160 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lampriformes"
 ]
}

 The dataset includes 9160 records from 138 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037362-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fe2qxf
title: Occurrence Download

description: A dataset containing 2189 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Germany",
 "TaxonKey is Procyon lotor (Linnaeus, 1758)"
 ]
}

 The dataset includes 2189 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0213002-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yxwbhn
title: Occurrence Download

description: A dataset containing 13108 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-141.79499 -57.6969,-28.291 -57.6969,-28.291 56.19935,-141.79499 56.19935,-141.79499 -57.6969))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Muscicapidae"
 ]
}

 The dataset includes 13108 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008363-240202131308920/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wcl24x
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Costa Rica",
 "Year 1990-2019",
 "TaxonKey is Dasypus novemcinctus Linnaeus, 1758"
 ]
}

 The dataset includes 37 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037365-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v9bury
title: Occurrence Download

description: A dataset containing 48 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Fusarium proliferatum (Matsush.) Nirenberg ex Gerlach & Nirenberg",
 {
 "not" : {
 "DatasetKey" : [
 "is Global database of alien macrofungi"
 ]
 }
 },
 {
 "or" : [
 "Country is Poland",
 "Country is Poland"
 ]
 }
 ]
}

 The dataset includes 48 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0393327-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uy8mwy
title: Occurrence Download

description: A dataset containing 655 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gladiolus unguiculatus Baker"
 ]
}

 The dataset includes 655 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012335-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gsaz2j
title: Occurrence Download

description: A dataset containing 32763 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "TaxonKey is Crataegus L.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 32763 records from 249 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037370-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6p94mt
title: Occurrence Download

description: A dataset containing 25707 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Callitriche platycarpa Kütz."
 ]
}

 The dataset includes 25707 records from 211 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0213018-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.1jqod9
title: Occurrence Download

description: A dataset containing 563 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mochlus sundevallii (Smith, 1849)"
 ]
}

 The dataset includes 563 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037368-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jfjpdw
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Pouteria scabritesta T.D.Penn.)"
 ]
}

 The dataset includes 12 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008583-240202131308920/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nd3gdn
title: Occurrence Download

description: A dataset containing 16455 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Galaxias maculatus (Jenyns, 1842)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 16455 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014283-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.