cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.30604619
title: ELP data

description: This study investigates how internships and the University’s societal impact shape undergraduate business students’ perceptions of educational quality. Drawing on experiential learning theory (ELT), the research explores how internships influence students' self-confidence, diversity awareness, social identity, and overall perceptions of educational quality. The University’s “Third Mission,” its responsibility for societal engagement, is evaluated, consistent with accreditation frameworks such as AACSB International, to assess its perceived impact on quality. Data were collected via a quantitative survey administered to business students from three AACSB-accredited Midwestern universities in the United States (N=162). Findings indicate that internships, along with students' confidence and diversity awareness, positively impact students’ perceptions of their University’s societal impact, which, in turn, increases their perceptions of educational quality. The direct effect of internships on quality was only marginally significant. The study highlights the importance of integrating experiential learning (EL), skills development, and diversity training into business curricula to support student development and institutional engagement with broader societal challenges. Recommendations are provided for business schools seeking to enhance educational outcomes and community impact through internships.
DOI: 10.6084/m9.figshare.30604619.v1
title: ELP data

description: This study investigates how internships and the University’s societal impact shape undergraduate business students’ perceptions of educational quality. Drawing on experiential learning theory (ELT), the research explores how internships influence students' self-confidence, diversity awareness, social identity, and overall perceptions of educational quality. The University’s “Third Mission,” its responsibility for societal engagement, is evaluated, consistent with accreditation frameworks such as AACSB International, to assess its perceived impact on quality. Data were collected via a quantitative survey administered to business students from three AACSB-accredited Midwestern universities in the United States (N=162). Findings indicate that internships, along with students' confidence and diversity awareness, positively impact students’ perceptions of their University’s societal impact, which, in turn, increases their perceptions of educational quality. The direct effect of internships on quality was only marginally significant. The study highlights the importance of integrating experiential learning (EL), skills development, and diversity training into business curricula to support student development and institutional engagement with broader societal challenges. Recommendations are provided for business schools seeking to enhance educational outcomes and community impact through internships.
DOI: 10.15468/dl.hbd2pb
title: Occurrence Download

description: A dataset containing 4299 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Martes foina",
 "Year 2025-2025"
 ]
}

 The dataset includes 4299 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030893-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17600662
title: coauth-MAG-History

description: This is a temporal higher-order network dataset, which here means a sequence of timestamped simplices where each simplex is a set of nodes. In this dataset, nodes are authors and a simplex is a publication marked with the "History" tag in the Microsoft Academic Graph. Timestamps are the year of publication.

Find the dataset details in AHORN.
DOI: 10.5281/zenodo.17600661
title: coauth-MAG-History

description: This is a temporal higher-order network dataset, which here means a sequence of timestamped simplices where each simplex is a set of nodes. In this dataset, nodes are authors and a simplex is a publication marked with the "History" tag in the Microsoft Academic Graph. Timestamps are the year of publication.

Find the dataset details in AHORN.
DOI: 10.5281/zenodo.17600476
title: Reliable quantification of multiplexed genetically encoded biosensors responsiveness in plant tissues

description: The file contains all raw .lif data that can be viewed with LAS X (https://www.leica-microsystems.com/products/microscope-software/p/leica-las-x-ls/downloads/) and all image analyses data.
DOI: 10.5281/zenodo.17600475
title: Reliable quantification of multiplexed genetically encoded biosensors responsiveness in plant tissues

description: The file contains all raw .lif data that can be viewed with LAS X (https://www.leica-microsystems.com/products/microscope-software/p/leica-las-x-ls/downloads/) and all image analyses data.
DOI: 10.5284/1090419
title: Transactions of the Leicestershire Archaeological and Historical Society

description: This collection comprises volumes of the Transactions of the Leicestershire Archaeological and Historical Society. The Society was founded in 1855 and over the years has changed its name slightly, but its aims have virtually remained the same; 'to promote the study of history, archaeology, antiquities and architecture of the county'. The Transactions journal is published annually and contains articles alongside a summary of all archaeological activity which has taken place in the city and counties of Leicestershire and Rutland. A sister publication the 'Leicestershire Historian' is also issued annually.
DOI: 10.15468/dl.qaxn2c
title: Occurrence Download

description: A dataset containing 147 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((134.42039 21.33794,95.49507 18.49668,84.69826 -9.63189,124.76015 -23.83824,173.06171 -13.04143,134.42039 21.33794))",
 "TaxonKey is Lagerstroemia celebica"
 ]
}

 The dataset includes 147 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030896-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s4rf8q
title: Occurrence Download

description: A dataset containing 144259 records in GBIF matching the query:
SELECT
 '358' AS fish_cell,
 GBIF_MGRSCode(1000, decimalLatitude, decimalLongitude,
 COALESCE(coordinateUncertaintyInMeters, 1000)) AS cell,
 COUNT(DISTINCT speciesKey) AS species_richness
 FROM occurrence
 WHERE hasCoordinate = TRUE
 AND speciesKey IS NOT NULL
 AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID')
 AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH')
 AND decimalLatitude &gt;= 41.89415215079384
 AND decimalLatitude &lt;= 46.479780028101516
 AND decimalLongitude &gt;= -107.00476756053553
 AND decimalLongitude &lt;= -95.90519603780048
 AND "year" &gt;= 2000
 AND "year" &lt;= 2025
 AND (coordinateUncertaintyInMeters &lt;= 1000 OR coordinateUncertaintyInMeters IS NULL)
 GROUP BY fish_cell, cell

 The dataset's 144259 records were derived from 318 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030882-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.brnax3
title: Occurrence Download

description: A dataset containing 25446590 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "OccurrenceStatus is Present",
 "Year 2010-2025"
 ]
}

 The dataset includes 25446590 records from 1242 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030863-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vs6stf
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ecballium elaterium",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 14 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049323-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4r9rth
title: Occurrence Download

description: A dataset containing 67 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ecballium elaterium",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 67 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049322-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bmvmvb
title: Occurrence Download

description: A dataset containing 37481 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lutzomyia"
 ]
}

 The dataset includes 37481 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004085-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17689259
title: The Unified Cluster Catalogue

description: The Unified Cluster Catalogue (UCC)

See README.txt
DOI: 10.15468/dl.vqjjum
title: Occurrence Download

description: A dataset containing 9786 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is CHN.31.3_1",
 "Year 2023-2024"
 ]
}

 The dataset includes 9786 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004089-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57967/hf/7067
title: Quantitative_Mapping_of_Computational_Boundaries
DOI: 10.15468/dl.t565se
title: Occurrence Download

description: A dataset containing 9941 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is CHN.16.6_1",
 "Year 2023-2024"
 ]
}

 The dataset includes 9941 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004091-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ppx75t
title: Occurrence Download

description: A dataset containing 768 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Apus apus apus",
 "Year 1995-2025"
 ]
}

 The dataset includes 768 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004092-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m3dquc
title: Occurrence Download

description: A dataset containing 3285 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Salamandrella keyserlingii"
 ]
}

 The dataset includes 3285 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004093-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.35099/zf3w-yn69
title: Photosynthetic pigment and cyanotoxin data for: Cyanotoxin production in shallow subtropical lakes is driven by nutrient enrichment and primary producer abundance on the millennial scale

description: 	Increased cyanotoxin concentrations from harmful algal blooms (HABs) in lake systems pose a global challenge to water quality. Although progress has been made in monitoring cyanotoxins in modern environments over recent decades, identifying the triggers of cyanotoxin release by cyanobacteria has yielded mixed results from experimental and analytical studies. Paleolimnological reconstructions can reveal whole-lake long-term changes, but few studies have directly measured cyanotoxins alongside other water quality proxies. Here, we investigated the drivers of sedimentary total microcystin (MC) concentrations on millennial scales in hypereutrophic Lakes Dora and Marian in central Florida, USA. We analyzed dated sediment records using paleolimnological techniques to reconstruct nutrient deposition, cyanobacteria abundance (photosynthetic pigments), and cyanotoxins (total MCs). The objective was to investigate the linkage between MC concentrations in the sediments with both biotic (cyanobacteria and other primary producers) and abiotic factors (nutrients and climate). We found that MC production occurred throughout the ∼7000-year period, progressing from periods of moderate to low, and then to high concentrations in both lakes. Statistical analyses showed that historical MC concentrations were correlated with sedimentary measurements of total phosphorus (TP), cyanobacteria abundance, and other primary producer groups, such as cryptophytes. However, there was only a minimal correspondence with climate proxies, such as charcoal and pollen, suggesting that internal nutrient cycling and human pressures were the dominant drivers of MC deposition. Our study demonstrates that cyanotoxins have occurred for millennia in both lakes with maintained relationships to nutrients and other environmental factors that existed both in historic and modern limnological conditions.
DOI: 10.15468/dl.9e8s2u
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phaeobotryosphaeria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004095-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bpnh4p
title: Occurrence Download

description: A dataset containing 16241 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is CHN.16.5_1",
 "Year 2023-2024"
 ]
}

 The dataset includes 16241 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004094-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w3dcfw
title: Occurrence Download

description: A dataset containing 18741 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is CHN.16.8_1",
 "Year 2023-2024"
 ]
}

 The dataset includes 18741 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004097-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.39f7u8
title: Occurrence Download

description: A dataset containing 5956 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is CHN.8.3_1",
 "Year 2023-2024"
 ]
}

 The dataset includes 5956 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004098-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t2bfcz
title: Occurrence Download

description: A dataset containing 6470 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lasiodiplodia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6470 records from 70 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004099-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mhzf2t
title: Occurrence Download

description: A dataset containing 13711 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (North America, South America, Asia, Africa)",
 "TaxonKey is Alopecurus aequalis"
 ]
}

 The dataset includes 13711 records from 358 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004100-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17689262
title: jrsi_support_v4: Data package for "Genome as Executable Constraints: A Metriplectic Framework for Topological Ground States and Non-equilibrium Cycles"

description: This record contains the jrsi_support_v4 dataset associated with the manuscript“Genome as Executable Constraints: A Metriplectic Framework for TopologicalGround States and Non-equilibrium Cycles” (Y. J. Lee).

The archive jrsi_support_v4_updated.zip provides all figure-source data andsupporting tables needed to reproduce the numerical results, figures andtables in the paper and Supplementary Material. The main contents are:

- data/: CSV and YAML files with residual-stress values Pres, constraint flags  and diagnostics for all candidate topologies and cycles in the four case  studies (insulin disulfide locking, TBP–DNA bending, collagen triple-helix  assembly, and ATP synthase rotary operation), plus global parameter tables  and invariants.- robustness/: additional CSV/YAML files used for in-silico ablations and  parameter-sensitivity analyses (penalty-weight rescaling, stiffness  perturbations, extended scans, boundedness tests, etc.).- mapping/: a small table mapping each file to the corresponding figure or  table in the manuscript.- code/: minimal helper scripts used to generate summary tables from the data.- provenance/ and metadata/: checksums and metadata for internal consistency.

The dataset is intended to make all numerical results in the manuscriptreproducible and to provide a starting point for further exploration of thePhysically Constrained Topological Solver (PCTS) and the metriplectic,constraint-based framework described in the paper.

Please cite this dataset as:

Lee, Y. J. (2025). jrsi_support_v4: Data package for “Genome as ExecutableConstraints: A Metriplectic Framework for Topological Ground States andNon-equilibrium Cycles”. Zenodo. https://doi.org/10.5281/zenodo.17636118

 

 

This record contains the jrsi_support_v4 dataset associated with the manuscript“Genome as Executable Constraints: A Metriplectic Framework for Topological Ground States and Non-equilibrium Cycles”.The archive jrsi_support_v4_updated.zip provides all figure-source data andnumerical results used in the manuscript, together with a minimal implementationof the Physically Constrained Topological Solver (PCTS).

Version 1 (original release):- Figure-source data (CSV/YAML) for all four case studies.- Robustness and sensitivity analysis tables.- Minimal PCTS code to reproduce the results.

Version 2 (this release):- Added “DNA Interpretation White Paper – Full Version (Korean)” as supplementary  technical documentation.- The white paper explains the 4D Arrangement interpretation of DNA and the KEY /  U–J dynamics framework in much greater detail, and summarises additional  applications, risks and governance considerations.- No changes were made to the CSV/YAML data or code used for the JRSI analysis;  all numerical results in the manuscript still correspond to the original v1 dataset.
DOI: 10.5281/zenodo.17636117
title: jrsi_support_v4: Data package for "Genome as Executable Constraints: A Metriplectic Framework for Topological Ground States and Non-equilibrium Cycles"

description: This record contains the jrsi_support_v4 dataset associated with the manuscript“Genome as Executable Constraints: A Metriplectic Framework for TopologicalGround States and Non-equilibrium Cycles” (Y. J. Lee).

The archive jrsi_support_v4_updated.zip provides all figure-source data andsupporting tables needed to reproduce the numerical results, figures andtables in the paper and Supplementary Material. The main contents are:

- data/: CSV and YAML files with residual-stress values Pres, constraint flags  and diagnostics for all candidate topologies and cycles in the four case  studies (insulin disulfide locking, TBP–DNA bending, collagen triple-helix  assembly, and ATP synthase rotary operation), plus global parameter tables  and invariants.- robustness/: additional CSV/YAML files used for in-silico ablations and  parameter-sensitivity analyses (penalty-weight rescaling, stiffness  perturbations, extended scans, boundedness tests, etc.).- mapping/: a small table mapping each file to the corresponding figure or  table in the manuscript.- code/: minimal helper scripts used to generate summary tables from the data.- provenance/ and metadata/: checksums and metadata for internal consistency.

The dataset is intended to make all numerical results in the manuscriptreproducible and to provide a starting point for further exploration of thePhysically Constrained Topological Solver (PCTS) and the metriplectic,constraint-based framework described in the paper.

Please cite this dataset as:

Lee, Y. J. (2025). jrsi_support_v4: Data package for “Genome as ExecutableConstraints: A Metriplectic Framework for Topological Ground States andNon-equilibrium Cycles”. Zenodo. https://doi.org/10.5281/zenodo.17636118

 

 

This record contains the jrsi_support_v4 dataset associated with the manuscript“Genome as Executable Constraints: A Metriplectic Framework for Topological Ground States and Non-equilibrium Cycles”.The archive jrsi_support_v4_updated.zip provides all figure-source data andnumerical results used in the manuscript, together with a minimal implementationof the Physically Constrained Topological Solver (PCTS).

Version 1 (original release):- Figure-source data (CSV/YAML) for all four case studies.- Robustness and sensitivity analysis tables.- Minimal PCTS code to reproduce the results.

Version 2 (this release):- Added “DNA Interpretation White Paper – Full Version (Korean)” as supplementary  technical documentation.- The white paper explains the 4D Arrangement interpretation of DNA and the KEY /  U–J dynamics framework in much greater detail, and summarises additional  applications, risks and governance considerations.- No changes were made to the CSV/YAML data or code used for the JRSI analysis;  all numerical results in the manuscript still correspond to the original v1 dataset.
DOI: 10.15468/dl.ejhres
title: Occurrence Download

description: A dataset containing 74 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pseudofusicoccum",
 "HasCoordinate is true"
 ]
}

 The dataset includes 74 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004102-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uqvjyq
title: Occurrence Download

description: A dataset containing 13356 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Danaus plexippus",
 "Year 2010-2025"
 ]
}

 The dataset includes 13356 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004101-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.