cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/ret-h7k-rjc
title: Varicorbula gibba (Olivi, 1792)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g7r-nce-kdr
title: Orculella critica (L. Pfeiffer, 1856)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/v8e-24b-3tl
title: Gaeotis nigrolineata Shuttleworth, 1854

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gq3-asx-lv4
title: Pinna muricata Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yr9-45e-jxy
title: Lauria J. E. Gray, 1840

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mqk-lhw-dje
title: Discoleus aguirrei (Doering, 1884)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vby-5b9-yzy
title: Pila Röding, 1798

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dkp-ekw-0l6
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.5281/zenodo.15863134
title: Unreal Engine / Niagara Fluids logfiles from VSF calcuations
DOI: 10.5281/zenodo.15863135
title: Unreal Engine / Niagara Fluids logfiles from VSF calcuations
DOI: 10.5284/1133972
title: Digital Archive from an Archaeological Magnetometry Survey East of Blyth Road, Perlethorpe, December 2023

description: This collection comprises geophysical data, rendered raster plots of geophysical data, a CAD drawing and a report from a magnetometry survey at land east of Blyth Road, Perlethorpe carried out by SUMO GeoSurveys in December 2023. The survey did not record any magnetic responses that could be interpreted as being of definite archaeological interest.
DOI: 10.5066/p1c8ep3v
title: Transcriptomic Data for Brook Trout Collected from the Loyalsock Creek Watershed, Pennsylvania in 2016-2017

description: This dataset contains gene expression data for brook trout (Salvelinus fontinalis) collected from the Loyalsock Creek watershed in Pennsylvania. Gene expression was quantified for three genes of interest: elongation factor 1-alpha (EF1), SfontSerpinh1 (a heat shock protein gene), and SfontColdRNA (a gene associated with cold response). The dataset was generated to support investigations into both individual-level variation and inter-population differences in gene expression among brook trout inhabiting coldwater stream environments. Tissue samples were collected from multiple individuals across distinct sites within the watershed, and quantitative PCR (qPCR) was used to assess relative gene expression levels. These data can be used to explore patterns of transcriptomic plasticity and potential local adaptation in response to environmental variation across the Loyalsock Creek system.
DOI: 10.5284/1134016
title: Digital Archive from an Archaeological Magnetometry Survey at Broyle Gate Farm, Ringmer, July 2024

description: This collection comprises a report, geophysical data, a processed image of geophysical data and a CAD drawing from a Magnetometry Survey of 2.4 hectares of land at Broyle Gate Farm, Ringmer. Work was carried out by SUMO GeoSurveys in July 2024. The magnetometer survey did not recorded any magnetic responses that could be interpreted as being of definite archaeological interest.
DOI: 10.5281/zenodo.15848555
title: Code and experimental results of the JELIA 2025 paper "AxSAT - Bringing Axioms to SAT Planning"

description: The file code.zip contains an extended version of the Fast Downward planning system (http://fast-downward.org). The code for the SAT-based search can be found in "src/search/search_algorithms/sat_search.*". The scripts used to run the experiments can be found in "experiments/decoupling-sat/". Please check Fast Downward's webpage for detailed instructions on how to compile and run the planner. The Kissat SAT solver is needed for running the SAT-based configurations. We used Kissat in revision da2b0641996913cbc18c2e08cc3945367c395143, which is not part of the code.zip archive and can be downloaded here: https://github.com/arminbiere/kissat

Here is a short version for building the planner and running the SAT-based search with the sequential exists-step encoding:

./build.py -s[PATH-TO-KISSAT-LIB] --kissat
./fast-downward.py PROBLEM_FILE --search "sat(encoding=2)"

The latest version of the code is available at https://github.com/galvusdamor/decoupling-transformer-sat.

Benchmarks

The file benchmarks.tar.xz contains the PDDL benchmarks used in the experimental evaluation of the paper.

Experiment Data

The remaining files contain the raw experiment data and parsed values for the experiments in the paper. The file "experiment-data-raw.tar.xz" contains the raw data, including code, executables, and log files of all experiment runs. The file experiment-data-parsed.xz contains a "properties" file with all parsed values.
DOI: 10.5281/zenodo.15848556
title: Code and experimental results of the JELIA 2025 paper "AxSAT - Bringing Axioms to SAT Planning"

description: The file code.zip contains an extended version of the Fast Downward planning system (http://fast-downward.org). The code for the SAT-based search can be found in "src/search/search_algorithms/sat_search.*". The scripts used to run the experiments can be found in "experiments/decoupling-sat/". Please check Fast Downward's webpage for detailed instructions on how to compile and run the planner. The Kissat SAT solver is needed for running the SAT-based configurations. We used Kissat in revision da2b0641996913cbc18c2e08cc3945367c395143, which is not part of the code.zip archive and can be downloaded here: https://github.com/arminbiere/kissat

Here is a short version for building the planner and running the SAT-based search with the sequential exists-step encoding:

./build.py -s[PATH-TO-KISSAT-LIB] --kissat
./fast-downward.py PROBLEM_FILE --search "sat(encoding=2)"

The latest version of the code is available at https://github.com/galvusdamor/decoupling-transformer-sat.

Benchmarks

The file benchmarks.tar.xz contains the PDDL benchmarks used in the experimental evaluation of the paper.

Experiment Data

The remaining files contain the raw experiment data and parsed values for the experiments in the paper. The file "experiment-data-raw.tar.xz" contains the raw data, including code, executables, and log files of all experiment runs. The file experiment-data-parsed.xz contains a "properties" file with all parsed values.
DOI: 10.5281/zenodo.15863752
title: FTIR Spectra of organosolv lignin and organosolv lignin after ball milling

description: Data files for the results published in Terzopoulou, Z., Xanthopoulou, E., Pardalis, N., Pappa, C. P., Torofias, S., Triantafyllidis, K. S., & Bikiaris, D. N. (2022). Synthesis and characterization of poly (lactic acid) composites with organosolv lignin. Molecules, 27(23), 8143.https://doi.org/10.3390/molecules27238143
DOI: 10.5281/zenodo.15863753
title: FTIR Spectra of organosolv lignin and organosolv lignin after ball milling

description: Data files for the results published in Terzopoulou, Z., Xanthopoulou, E., Pardalis, N., Pappa, C. P., Torofias, S., Triantafyllidis, K. S., & Bikiaris, D. N. (2022). Synthesis and characterization of poly (lactic acid) composites with organosolv lignin. Molecules, 27(23), 8143.https://doi.org/10.3390/molecules27238143
DOI: 10.5281/zenodo.15863754
title: FTIR Spectra of PLA Lignin Composites

description: Data files for the results published in Terzopoulou, Z., Xanthopoulou, E., Pardalis, N., Pappa, C. P., Torofias, S., Triantafyllidis, K. S., & Bikiaris, D. N. (2022). Synthesis and characterization of poly (lactic acid) composites with organosolv lignin. Molecules, 27(23), 8143.https://doi.org/10.3390/molecules27238143
DOI: 10.5281/zenodo.15863755
title: FTIR Spectra of PLA Lignin Composites

description: Data files for the results published in Terzopoulou, Z., Xanthopoulou, E., Pardalis, N., Pappa, C. P., Torofias, S., Triantafyllidis, K. S., & Bikiaris, D. N. (2022). Synthesis and characterization of poly (lactic acid) composites with organosolv lignin. Molecules, 27(23), 8143.https://doi.org/10.3390/molecules27238143
DOI: 10.5281/zenodo.15863756
title: XRD of PLA Lignin Composites

description: Data files for the results published in Terzopoulou, Z., Xanthopoulou, E., Pardalis, N., Pappa, C. P., Torofias, S., Triantafyllidis, K. S., & Bikiaris, D. N. (2022). Synthesis and characterization of poly (lactic acid) composites with organosolv lignin. Molecules, 27(23), 8143.https://doi.org/10.3390/molecules27238143
DOI: 10.5281/zenodo.15863757
title: XRD of PLA Lignin Composites

description: Data files for the results published in Terzopoulou, Z., Xanthopoulou, E., Pardalis, N., Pappa, C. P., Torofias, S., Triantafyllidis, K. S., & Bikiaris, D. N. (2022). Synthesis and characterization of poly (lactic acid) composites with organosolv lignin. Molecules, 27(23), 8143.https://doi.org/10.3390/molecules27238143
DOI: 10.15468/dl.9ygy94
title: Occurrence Download

description: A dataset containing 51 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Costa Rica",
 "TaxonKey is Erythrina globocalyx"
 ]
}

 The dataset includes 51 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000396-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t3rzpp
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Arenaria melanocephala)",
 "Country is one of (American Samoa, Australia, Christmas Island, Cocos (Keeling) Islands, Cook Islands, Fiji, French Polynesia, Guam, Heard Island and McDonald Islands, Kiribati, Marshall Islands, Micronesia (Federated States of), Nauru, New Caledonia, New Zealand, Niue, Norfolk Island, Northern Mariana Islands, Palau, Papua New Guinea, Pitcairn, Samoa, Solomon Islands, Tokelau, Tonga, Tuvalu, United States Minor Outlying Islands, Vanuatu, Wallis and Futuna)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000395-250711103210423/datasets/export for details.
DOI: 10.15468/dl.vezmsh
title: Occurrence Download

description: A dataset containing 1829 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pteronura brasiliensis"
 ]
}

 The dataset includes 1829 records from 101 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009028-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18644268
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Robert Charles Simpson, http://www.wikidata.org/entity/Q137900369. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q137900369
DOI: 10.5281/zenodo.18644269
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Robert Charles Simpson, http://www.wikidata.org/entity/Q137900369. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q137900369
DOI: 10.15468/dl.gr79fn
title: Occurrence Download

description: A dataset containing 66 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "OccurrenceStatus is Present",
 "TaxonKey is Lachesis acrochorda"
 ]
}

 The dataset includes 66 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019154-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pv5ft4
title: Occurrence Download

description: A dataset containing 604 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chaenorhinum villosum",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 604 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019155-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5519/qd.fst00xzl
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (288 records)
DOI: 10.34740/kaggle/dsv/14842331
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.nxgqy2
title: Occurrence Download

description: A dataset containing 5848 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Urera caracasana",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 5848 records from 273 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019157-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gqh2dk
title: Occurrence Download

description: A dataset containing 315 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Collinsia linearis",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 315 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019159-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vuhsxw
title: Occurrence Download

description: A dataset containing 582 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Miconia biserrata",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 582 records from 89 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019161-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.93f5cn
title: Occurrence Download

description: A dataset containing 3065 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cymbalaria muralis",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 3065 records from 326 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019162-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18637014
title: Stellar Boundary Invariant Resolves Λ and H₀ Tensions

description: Are the “Crisis in Cosmology” and the “Vacuum Catastrophe” simply geometric artifacts of how we parametrize Λ and H₀?  

This data note and accompanying Python script demonstrate that two of the largest anomalies in physics—the Hubble tension and the cosmological constant problem—can be numerically reproduced as simple geometric boundary conditions, without introducing new dynamical physics or free parameters.

Key findings

Hubble tension via sphere packing

  We show that the discrepancy between global (CMB) and local (SH0ES) measurements of H₀ corresponds to the geometric difference between a continuous fluid and a discrete packed structure. Applying the 3D kissing‑number packing factor (1 + 1/12) to the Planck 2018 value H₀ᴄᴍʙ = 67.4 km/s/Mpc predicts a local value of 73.02 km/s/Mpc, matching the SH0ES measurement (73.04 ± 1.04) at the level of about 0.02 standard deviations.

 

 Cosmological constant as a horizon invariant  

  We show that the apparent 10¹²² “fine‑tuning” of Λ disappears when Λ is treated as a boundary curvature term. The dimensionless product of Λ and the Hubble‑horizon area A_H reduces to an algebraic identity of order unity (~25.8), consistent with the geometric phase‑space factor 4π(π³/15) ≈ 25.98 to within about 0.7%.

 

Content

 

PDF note: concise derivation and statement of the geometric constraints on Λ and H₀.  

Python script (`cosmic_geometry_test_suite.py`): a reproducible, zero‑parameter test suite that evaluates these geometric identities against Planck 2018 and SH0ES inputs and reports explicit PASS/FAIL criteria.
DOI: 10.34740/kaggle/dsv/14842296
title: Multiplatform_LCMS_GCMS
DOI: 10.15468/dl.f67bzx
title: Occurrence Download

description: A dataset containing 501 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Phocoena sinus"
 ]
}

 The dataset includes 501 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019163-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cd3xnd
title: Occurrence Download

description: A dataset containing 434 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Miconia reversa",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 434 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019164-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4hpf6a
title: Occurrence Download

description: A dataset containing 251 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Eugenia xalapensis"
 ]
}

 The dataset includes 251 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019165-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fev35c
title: Occurrence Download

description: A dataset containing 119686 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Observation",
 "Country is Australia",
 "Month is May"
 ]
}

 The dataset includes 119686 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019156-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xr72gp
title: Occurrence Download

description: A dataset containing 202 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Digitalis ferruginea",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 202 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019166-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5519/qd.j1s17qs1
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (356 records)
DOI: 10.15468/dl.9ya4xf
title: Occurrence Download

description: A dataset containing 245 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Miconia rubella",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 245 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019167-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g2e6ug
title: Occurrence Download

description: A dataset containing 236 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Specimen, Living Specimen, Occurrence evidence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Issue is one of (Coordinate rounded, Geodetic datum assumed WGS84, Coordinate reprojected)",
 "OccurrenceStatus is Present",
 "TaxonKey is Eugenia xalapensis"
 ]
}

 The dataset includes 236 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019168-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5fta6r
title: Occurrence Download

description: A dataset containing 4855 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Digitalis purpurea",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 4855 records from 359 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019169-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.64r9hp
title: Occurrence Download

description: A dataset containing 205 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Begonia bidentata",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 205 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019171-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gpv6xa
title: Occurrence Download

description: A dataset containing 5827776 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is United States of America",
 "DatasetKey is iNaturalist Research-grade Observations",
 "GadmGid is USA.44_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 2020-2026"
 ]
}

 The dataset includes 5827776 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019160-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.894y75
title: Occurrence Download

description: A dataset containing 365 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dopatrium junceum",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 365 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019172-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.