cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.5e53v4
title: Occurrence Download

description: A dataset containing 299 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Metabolically active microbial communities in marine sediment under high-CO2 and low-pH extremes"
 ]
}

 The dataset includes 299 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034379-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6ceyes
title: Occurrence Download

description: A dataset containing 462151 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is India",
 "Geometry POLYGON((32 -43,127 -43,127 28,32 28,32 -43))",
 "MediaType is Image",
 "TaxonKey is Chordata"
 ]
}

 The dataset includes 462151 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034292-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jr67pv
title: Occurrence Download

description: A dataset containing 2922 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Nottinghamshire Non-Native Invasive Species Dataset"
 ]
}

 The dataset includes 2922 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034380-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9j8bpj
title: Occurrence Download

description: A dataset containing 177 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Coriolopsis sanguinaria"
 ]
}

 The dataset includes 177 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034381-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8exeqp
title: Occurrence Download

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

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034382-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.puvrb9
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Parc Eolien de Bel Air-PE Bel Air - mortalité 2020"
 ]
}

 The dataset includes 15 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034383-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.et8hm3
title: Occurrence Download

description: A dataset containing 268 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Coriolopsis strumosa"
 ]
}

 The dataset includes 268 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034384-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4kfhev
title: Occurrence Download

description: A dataset containing 365 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Garra ornata, Garra regressus, Garra tana, Garra trewavasae, Garra waterloti, Gobiomorphus gobioides, Hypophthalmichthys nobilis, Labeo alluaudi, Labeo alticentralis, Labeo altivelis, Labeo annectens, Labeo ansorgii, Labeo barbatus, Labeo batesii, Labeo bottegi, Labeo boulengeri, Labeo brachypoma, Labeo brunellii, Labeo camerunensis, Labeo capensis, Labeo chariensis, Labeo congoro, Labeo coubie, Labeo curriei, Labeo cyclopinnis, Labeo cyclorhynchus, Labeo cylindricus, Labeo degeni, Labeo dhonti, Labeo falcipinnis, Labeo forskalii, Labeotropheus fuelleborni, Labeo fulakariensis, Labeo greenii, Labeo gregorii, Labeo horie, Labeo kibimbi, Labeo kirkii, Labeo lineatus, Labeo longipinnis, Labeo lualabaensis, Labeo lukulae, Labeo luluae, Labeo lunatus, Labeo macrostoma, Labeo maleboensis, Labeo mesops, Labeo molybdinus, Labeo nasus, Labeo nigricans, Labeo niloticus, Labeo nunensis, Labeo parvus, Labeo percivali, Labeo polli, Labeo quadribarbis, Labeo rectipinnis, Labeo reidi, Labeobarbus rocadasi, Labeo rosae, Labeo roseopunctatus, Labeo rouaneti, Labeo rubromaculatus, Labeo ruddi, Labeo sanagaensis, Labeo seeberi, Labeo senegalensis, Labeo simpsoni, Labeo sorex, Labeo tongaensis, Labeo trigliceps, Labeo umbratus, Labeo victorianus, Labeo weeksii, Labeo werneri, Labeo worthingtoni, Labeobarbus acuticeps, Labeobarbus acutirostris, Labeobarbus aeneus, Labeobarbus alluaudi, Labeobarbus altianalis, Labeobarbus altipinnis, Labeobarbus ansorgii, Labeobarbus aspius, Labeobarbus axelrodi, Labeobarbus batesii, Labeobarbus beso, Labeobarbus brauni, Labeobarbus brevispinis, Labeobarbus bynni, Labeobarbus bynni occidentalis, Labeobarbus bynni waldroni, Labeobarbus cardozoi, Labeobarbus caudovittatus, Labeobarbus clarkeae, Labeobarbus claudinae, Labeobarbus codringtonii, Labeobarbus compiniei, Labeobarbus crassibarbis, Labeobarbus dainellii)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((17.8386 -33.865,17.8437 -33.9401,19.1382 -33.9401,19.1382 -24.9401,14.1824 -24.9401,14.3369 -25.1139,14.4676 -26.4801,15.0951 -27.969,16.3584 -29.3533,16.8305 -30.5692,17.7504 -31.9517,17.8134 -32.2275,17.4732 -32.4288,17.3432 -32.826,17.8386 -33.865))"
 ]
}

 The dataset includes 365 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034385-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vdp4sx
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Halopteris campanula",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034386-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.33vbg5
title: Occurrence Download

description: A dataset containing 82 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Corticium calceum"
 ]
}

 The dataset includes 82 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034389-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rjnz4j
title: Occurrence Download

description: A dataset containing 1041 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trifolium resupinatum",
 "Country is Switzerland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1041 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034387-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.emyfun
title: Occurrence Download

description: A dataset containing 246 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trifolium resupinatum",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 246 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034388-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.673scs
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Corticium cinnamomeum"
 ]
}

 The dataset includes 7 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034391-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.29thmr
title: Occurrence Download

description: A dataset containing 2109 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trifolium resupinatum",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2109 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034390-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d3ydkm
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Garra ornata, Garra regressus, Garra tana, Garra trewavasae, Garra waterloti, Gobiomorphus gobioides, Hypophthalmichthys nobilis, Labeo alluaudi, Labeo alticentralis, Labeo altivelis, Labeo annectens, Labeo ansorgii, Labeo barbatus, Labeo batesii, Labeo bottegi, Labeo boulengeri, Labeo brachypoma, Labeo brunellii, Labeo camerunensis, Labeo capensis, Labeo chariensis, Labeo congoro, Labeo coubie, Labeo curriei, Labeo cyclopinnis, Labeo cyclorhynchus, Labeo cylindricus, Labeo degeni, Labeo dhonti, Labeo falcipinnis, Labeo forskalii, Labeotropheus fuelleborni, Labeo fulakariensis, Labeo greenii, Labeo gregorii, Labeo horie, Labeo kibimbi, Labeo kirkii, Labeo lineatus, Labeo longipinnis, Labeo lualabaensis, Labeo lukulae, Labeo luluae, Labeo lunatus, Labeo macrostoma, Labeo maleboensis, Labeo mesops, Labeo molybdinus, Labeo nasus, Labeo nigricans, Labeo niloticus, Labeo nunensis, Labeo parvus, Labeo percivali, Labeo polli, Labeo quadribarbis, Labeo rectipinnis, Labeo reidi, Labeobarbus rocadasi, Labeo rosae, Labeo roseopunctatus, Labeo rouaneti, Labeo rubromaculatus, Labeo ruddi, Labeo sanagaensis, Labeo seeberi, Labeo senegalensis, Labeo simpsoni, Labeo sorex, Labeo tongaensis, Labeo trigliceps, Labeo umbratus, Labeo victorianus, Labeo weeksii, Labeo werneri, Labeo worthingtoni, Labeobarbus acuticeps, Labeobarbus acutirostris, Labeobarbus aeneus, Labeobarbus alluaudi, Labeobarbus altianalis, Labeobarbus altipinnis, Labeobarbus ansorgii, Labeobarbus aspius, Labeobarbus axelrodi, Labeobarbus batesii, Labeobarbus beso, Labeobarbus brauni, Labeobarbus brevispinis, Labeobarbus bynni, Labeobarbus bynni occidentalis, Labeobarbus bynni waldroni, Labeobarbus cardozoi, Labeobarbus caudovittatus, Labeobarbus clarkeae, Labeobarbus claudinae, Labeobarbus codringtonii, Labeobarbus compiniei, Labeobarbus crassibarbis, Labeobarbus dainellii)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((19.5797 31.1722,19.1382 30.7949,19.1382 29.0599,28.1382 29.0599,28.1382 31.6271,27.0568 31.9369,25.941 32.1276,25.5225 32.0458,25.172 32.4321,23.6289 32.6801,23.3344 33.0794,22.2903 33.4173,21.7076 33.4407,20.3542 32.9952,19.684 32.4793,19.4254 31.8299,19.5797 31.1722))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034392-250827131500795/datasets/export for details.
DOI: 10.5281/zenodo.17066787
title: Ozone
DOI: 10.5281/zenodo.17066788
title: Ozone
DOI: 10.15468/dl.gd7yk6
title: Occurrence Download

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

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034394-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9s5nb2
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Corticium deflectens"
 ]
}

 The dataset includes 9 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034393-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.39gdnt
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Corticium testatum"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034395-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3xfg5s
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 4) Numerical abundances of nannofossil taxa in ODP Hole 126-792A"
 ]
}

 The dataset includes 23 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034396-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16296768
title: QIRT-RCS Benchmark v1: Symbolic Collapse Shaping on IBM Sherbrooke (8500 + 25,000 shots)

description: This dataset presents benchmark results for the QIRT-RCS (Quantum Information Refinement Theory – Random Circuit Sampling) circuit executed on IBM’s Sherbrooke superconducting backend. The QIRT-RCS circuit leverages symbolic slope-shaped rz gates, interlocked cz entanglement, and ancilla feedback to sculpt collapse dynamics and induce non-random amplitude attractors in the output distribution.

Two shot-count regimes were tested:





8,500 shots: Initial entropy and clustering confirmation




25,000 shots: High-fidelity structure persistence and scaling



Both runs include:





Raw OpenQASM job metadata (*-info.json)




Full output measurement data (*-result.json)



Statistical results indicate:





Shannon entropy consistently near 5.97 bits (out of 6), confirming broad state diversity




Z-score standard deviations above 4.0, strongly deviating from random baselines




Emergence of stable, repeated attractor states across shots



These findings support the hypothesis that QIRT-based symbolic shaping can steer quantum collapse into structured outcome spaces under real hardware noise conditions, without post-selection or simulation enhancement.

 

© 2025 Axion Metrics LLC. All rights reserved.

This dataset and its underlying circuit designs are part of an ongoing body of research conducted by Kris Knudsen under the Quantum Information Refinement Theory (QIRT) framework. The QIRT-RCS circuit architecture—including symbolic collapse shaping via structured rz, entangled cz, and ancilla-based feedback—is the intellectual property of Axion Metrics LLC.

These designs are protected under U.S. copyright law and are currently under active international patent development. No part of this dataset, including methods, circuit topology, or derived output patterns, may be reused or integrated into derivative quantum algorithms without prior written consent.

Commercial or institutional reproduction, redistribution, or adaptation is expressly prohibited without a licensing agreement. Educational or non-commercial citation is permitted with proper attribution to:

Knudsen, Kris (2025). QIRT-RCS Benchmark v1. Axion Metrics LLC. https://axiosmetrics.com
DOI: 10.5281/zenodo.16296769
title: QIRT-RCS Benchmark v1: Symbolic Collapse Shaping on IBM Sherbrooke (8500 + 25,000 shots)

description: This dataset presents benchmark results for the QIRT-RCS (Quantum Information Refinement Theory – Random Circuit Sampling) circuit executed on IBM’s Sherbrooke superconducting backend. The QIRT-RCS circuit leverages symbolic slope-shaped rz gates, interlocked cz entanglement, and ancilla feedback to sculpt collapse dynamics and induce non-random amplitude attractors in the output distribution.

Two shot-count regimes were tested:





8,500 shots: Initial entropy and clustering confirmation




25,000 shots: High-fidelity structure persistence and scaling



Both runs include:





Raw OpenQASM job metadata (*-info.json)




Full output measurement data (*-result.json)



Statistical results indicate:





Shannon entropy consistently near 5.97 bits (out of 6), confirming broad state diversity




Z-score standard deviations above 4.0, strongly deviating from random baselines




Emergence of stable, repeated attractor states across shots



These findings support the hypothesis that QIRT-based symbolic shaping can steer quantum collapse into structured outcome spaces under real hardware noise conditions, without post-selection or simulation enhancement.

 

© 2025 Axion Metrics LLC. All rights reserved.

This dataset and its underlying circuit designs are part of an ongoing body of research conducted by Kris Knudsen under the Quantum Information Refinement Theory (QIRT) framework. The QIRT-RCS circuit architecture—including symbolic collapse shaping via structured rz, entangled cz, and ancilla-based feedback—is the intellectual property of Axion Metrics LLC.

These designs are protected under U.S. copyright law and are currently under active international patent development. No part of this dataset, including methods, circuit topology, or derived output patterns, may be reused or integrated into derivative quantum algorithms without prior written consent.

Commercial or institutional reproduction, redistribution, or adaptation is expressly prohibited without a licensing agreement. Educational or non-commercial citation is permitted with proper attribution to:

Knudsen, Kris (2025). QIRT-RCS Benchmark v1. Axion Metrics LLC. https://axiosmetrics.com
DOI: 10.15468/dl.4ckhtf
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Garra ornata, Garra regressus, Garra tana, Garra trewavasae, Garra waterloti, Gobiomorphus gobioides, Hypophthalmichthys nobilis, Labeo alluaudi, Labeo alticentralis, Labeo altivelis, Labeo annectens, Labeo ansorgii, Labeo barbatus, Labeo batesii, Labeo bottegi, Labeo boulengeri, Labeo brachypoma, Labeo brunellii, Labeo camerunensis, Labeo capensis, Labeo chariensis, Labeo congoro, Labeo coubie, Labeo curriei, Labeo cyclopinnis, Labeo cyclorhynchus, Labeo cylindricus, Labeo degeni, Labeo dhonti, Labeo falcipinnis, Labeo forskalii, Labeotropheus fuelleborni, Labeo fulakariensis, Labeo greenii, Labeo gregorii, Labeo horie, Labeo kibimbi, Labeo kirkii, Labeo lineatus, Labeo longipinnis, Labeo lualabaensis, Labeo lukulae, Labeo luluae, Labeo lunatus, Labeo macrostoma, Labeo maleboensis, Labeo mesops, Labeo molybdinus, Labeo nasus, Labeo nigricans, Labeo niloticus, Labeo nunensis, Labeo parvus, Labeo percivali, Labeo polli, Labeo quadribarbis, Labeo rectipinnis, Labeo reidi, Labeobarbus rocadasi, Labeo rosae, Labeo roseopunctatus, Labeo rouaneti, Labeo rubromaculatus, Labeo ruddi, Labeo sanagaensis, Labeo seeberi, Labeo senegalensis, Labeo simpsoni, Labeo sorex, Labeo tongaensis, Labeo trigliceps, Labeo umbratus, Labeo victorianus, Labeo weeksii, Labeo werneri, Labeo worthingtoni, Labeobarbus acuticeps, Labeobarbus acutirostris, Labeobarbus aeneus, Labeobarbus alluaudi, Labeobarbus altianalis, Labeobarbus altipinnis, Labeobarbus ansorgii, Labeobarbus aspius, Labeobarbus axelrodi, Labeobarbus batesii, Labeobarbus beso, Labeobarbus brauni, Labeobarbus brevispinis, Labeobarbus bynni, Labeobarbus bynni occidentalis, Labeobarbus bynni waldroni, Labeobarbus cardozoi, Labeobarbus caudovittatus, Labeobarbus clarkeae, Labeobarbus claudinae, Labeobarbus codringtonii, Labeobarbus compiniei, Labeobarbus crassibarbis, Labeobarbus dainellii)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((28.1382 20.0599,19.1382 20.0599,19.1382 11.0599,28.1382 11.0599,28.1382 20.0599))"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034397-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15879690
title: QIRT Meta-Floor v2: Symbolic Collapse Benchmark on Sycamore-Modeled Noisy Simulator

description: This benchmark evaluates the Quantum Information Refinement Theory (QIRT) Meta-Floor v2 architecture on a Sycamore-modeled noisy simulator (qsimcirq).The circuit solves the NP-complete 3-Exact Cover problem using symbolic collapse shaping — no Grover, cost Hamiltonians, or classical post-filtering.

QIRT Meta-Floor v2 introduces a spiral-threaded collapse funnel, layered rz slope shaping, and clause-specific symbolic symmetry enforcement.Results show a 17.48% clause satisfaction rate in a full decoherence environment with 4.21 bits entropy, exceeding all prior symbolic logic collapse attempts.

 


🔹 License & IP Protection Notice (Include in Zenodo “License” or Notes Section):



© 2025 Kris KnudsenProtected under U.S. Provisional Patent Application No. 63/826,473

All methods, circuits, symbolic shaping sequences, architectural techniques (Meta-Floor, spiral-threaded collapse, clause-specific rz shaping), and entropy shaping strategies are intellectual property of Kris Knudsen / Axion Metrics.

This benchmark is public for scientific transparency and reproducibility only.No replication or integration into institutional or commercial systems is authorized without a signed license agreement.

Licensing inquiries: knudsenkris@axiosmetrics.com