cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.ggq97j
title: Occurrence Download

description: A dataset containing 405 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-75.79141 5.8857,-75.25247 5.8857,-75.25247 6.52284,-75.79141 6.52284,-75.79141 5.8857))",
 "HasGeospatialIssue is false",
 "TaxonKey is Psidium guajava"
 ]
}

 The dataset includes 405 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026554-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gwkmvp
title: Occurrence Download

description: A dataset containing 109425 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Hominidae, Gorilla gorilla gorilla)"
 ]
}

 The dataset includes 109425 records from 254 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026540-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pq2fkn
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amphibia",
 "Geometry POLYGON ((40.3629 -22.8988, 40.7455 -22.7347, 40.8996 -22.3696, 40.751 -22.0066, 40.3849 -21.8351, 39.9523 -22.0203, 39.831 -22.3517, 39.978 -22.7301, 40.3629 -22.8988))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026553-250827131500795/datasets/export for details.
DOI: 10.3886/e205881v11
title: Beige Book Sentiment Indices

description: We use natural language processing methods on the Beige Books to produce US and Federal Reserve District-level economic sentiment indices.<br><br>The Beige Book provides a description of economic activity in each of the 12 Districts, as prepared by the respective regional Reserve Bank, and a national summary that is prepared by one of the regional Reserve Banks on a rotating basis. We access the Beige Book back to 1970 from the public archive maintained by the Federal Reserve Bank of Minneapolis at Beige Book Archive | Federal Reserve Bank of Minneapolis (minneapolisfed.org).<br>To learn more about the data and methods see:<br>Filippou, Ilias, Christian Garciga, James Mitchell, and My T. Nguyen. 2024. “Regional Economic Sentiment: Constructing Quantitative Estimates from the Beige Book and Testing Their Ability to Forecast Recessions.” Federal Reserve Bank of Cleveland, Economic Commentary 2024-08. https://doi.org/10.26509/frbc-ec-202408<br><br><b>Disclaimer</b>These data are updated by the authors and are not an official product of the Federal Reserve Bank of Cleveland.
DOI: 10.15468/dl.hw9s54
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Gomphonitzschia ungeri, Navicula microlyra, Navicula vandamii, Navicula viridula, Mastogloia, Cymbella aspera, Cymbella kappii, Fallacia umpatica, Kolbesia ploenensis, Karayevia ploenensis, Achnanthidium crassum, Fallacia, Navicula umpatica, Anabaena cylindrica, Asterococcus, Caloneis schumanniana, Characiochloris, Chroococcus dispersus, Chrysolepidomonas, Cosmocladium, Dictyococcus, Goniochloris, Granulocystopsis, Koliella, Lagynion, Microspora amoena, Nitzschia acidoclinata, Nitzschia umbonata, Scotiellopsis, Teilingia, Trochiscia, Volvox, Achnanthes ploenensis, Botrydiopsis, Achnanthes inflata, Achnanthes rupestris, Amphora montana, Diadesmis contenta, Nitzschia intermedia, Nitzschia palea, Nitzschia reversa, Psammothidium oblongellum, Tryblionella debilis, Achnanthes brevipes, Amphipleura, Amphipleura pellucida, Chamaepinnularia, Craticula accomodiformis, Craticula halophilioides, Cyclotella cryptica, Cymbella turgida, Cymbella zambesiana, Encyonema caespitosum, Encyonopsis buedelii, Encyonopsis microcephala, Fallacia pygmaea, Mastogloia elliptica, Navicula agnewii, Navicula canalis, Navicula exilis, Navicula gerloffii, Navicula reinhardtii, Navicula simplex, Neidium productum, Nitzschia draveillensis, Nitzschia frequens, Nitzschia paleaeformis, Nitzschia perspicua, Nitzschia pumila, Nitzschia radicula, Nitzschia solita, Nitzschia spiculum, Nitzschia subsalsa, Pinnularia microstauron, Stephanodiscus minutulus, Tryblionella littoralis, Tryblionella littoralis, Navicula accommoda, Diploneis smithi, Nitzschia littoralis, Diploneis smithii, Anomoeoneis sphaerophora, Cyclostephanos invisitatus, Stephanodiscus invisitatus, Cyclotella atomus, Denticula kuetzingii, Encyonema volkii, Cymbella volkii, Fallacia tenera, Navicula tenera, Luticola mutica, Navicula microcari, Navicula subrhynchocephala, Nitzschia agnita, Nitzschia elegantula, Nitzschia fonticola)",
 "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 ((15.6372 -28.0032,16.2782 -28.5786,20.509 -28.5786,20.509 -24.0715,15.4933 -24.0715,15.4945 -24.1257,16.0509 -25.6631,15.6372 -28.0032))"
 ]
}

 The dataset includes 28 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026557-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17049856
title: PM₂.₅ Assimilation within JEDI for NOAA's Regional Air Quality Model (AQMv7): Application to the September 2020 Western U.S. Wildfires
DOI: 10.5281/zenodo.17049857
title: PM₂.₅ Assimilation within JEDI for NOAA's Regional Air Quality Model (AQMv7): Application to the September 2020 Western U.S. Wildfires
DOI: 10.15468/dl.r5nhea
title: Occurrence Download

description: A dataset containing 25644 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Acer saccharum"
 ]
 },
 "HasCoordinate is TRUE",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2024",
 "DecimalLatitude is greater than or equal to 24.1271113347408",
 "DecimalLatitude is less than or equal to 56.572699215132005",
 "DecimalLongitude is greater than or equal to -89.31544323258166",
 "DecimalLongitude is less than or equal to -51.73636965516586",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 25644 records from 75 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026555-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25392/leicester.data.30050305
title: <b>Structure and Function of the Achilles Tendon and Plantarflexors 1 Year Following Achilles Tendon Rupture in the United Kingdom: A Cross-Sectional Study</b>

description: This study investigates Achilles tendon structure, strength, and function one year after ATR.
DOI: 10.25392/leicester.data.30050305.v1
title: <b>Structure and Function of the Achilles Tendon and Plantarflexors 1 Year Following Achilles Tendon Rupture in the United Kingdom: A Cross-Sectional Study</b>

description: This study investigates Achilles tendon structure, strength, and function one year after ATR.
DOI: 10.6084/m9.figshare.30018145
title: The results of genome assembly and annotation for <i>Rhopalopsole triangulispina</i>

description: The genome annotation of <i>Rhopalopsole triangulispina</i>
DOI: 10.6084/m9.figshare.30018145.v1
title: The results of genome assembly and annotation for <i>Rhopalopsole triangulispina</i>

description: The genome annotation of <i>Rhopalopsole triangulispina</i>
DOI: 10.15468/dl.kawfjd
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026563-250827131500795/datasets/export for details.
DOI: 10.15468/dl.am2yan
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Corrigiola litoralis",
 "Country is Canada",
 "HasCoordinate is true"
 ]
}

 The dataset includes 13 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026561-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4zkwfp
title: Occurrence Download

description: A dataset containing 5627 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-157.47834 9.78680,-51.52166 9.78680,-51.52166 52.21320,-157.47834 52.21320,-157.47834 9.78680))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Crotalus molossus"
 ]
}

 The dataset includes 5627 records from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026558-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ewgquy
title: Occurrence Download

description: A dataset containing 100 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Corrigiola litoralis",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 100 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026560-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nn4gs7
title: Occurrence Download

description: A dataset containing 7987 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mustela frenata"
 ]
}

 The dataset includes 7987 records from 244 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026564-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d2hc38
title: Occurrence Download

description: A dataset containing 732 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Calophyllum sil Lauterb."
 ]
}

 The dataset includes 732 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073904-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dyycjt
title: Occurrence Download

description: A dataset containing 12279738 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rosaceae",
 "HasCoordinate is TRUE",
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Living Specimen",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Living Specimen",
 "BasisOfRecord is Literature Occurrence"
 ]
 }
 ]
}

 The dataset includes 12279738 records from 1605 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008751-171219132708484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.955kbg
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Indonesia",
 "Country is Philippines"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Asplenium belangeri (Bory) Kunze"
 ]
}

 The dataset includes 44 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0282451-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vkbxi2
title: Occurrence Download

description: A dataset containing 487 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amazilia boucardi (Mulsant, 1877)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 487 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008752-160822134323880/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a32m4u
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Calophyllum touranense Gagnep. ex P.F.Stevens"
 ]
}

 The dataset includes 17 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074076-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b2edbm
title: Occurrence Download

description: A dataset containing 577 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "OccurrenceStatus is Present",
 "TaxonKey is Peromyscus nasutus (J.A.Allen, 1891)"
 ]
}

 The dataset includes 577 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011545-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ss/xrk8qv
title: RAISE WP4 survey: Awareness of inequalities and their attribution to racism and xenophobia (2025)

description: This dataset contains the original anonymised microdata from the CAWI survey conducted in March 2025 for Work Package 4 (WP4) of the Recognition and Acknowledgement of Injustice to Strengthen Equality (RAISE) project.&lt;br&gt;
The study contained:&lt;br&gt;
Experiment 1: Perceptions of inequalities between the national majority group and minority groups across ethnicity, religion, and migration status, in the labour and housing markets and in policing;&lt;br&gt;
Experiment 2: Justifications for the existing inequalities, including individual, institutional, and structural discrimination, as well as non-discrimination-related explanations;&lt;br&gt;
Experiment 3 (WP7): Solidarity with the lower social classes, with and without migration background;&lt;br&gt;
Additional demographic, socio-economic, and attitudinal variables.&lt;br&gt;&lt;br&gt;

Surveyed countries: Belgium, Germany, Hungary, the Netherlands, Poland, Turkey
Sample size: ~2,000 respondents per country (total N = 12,004; age range 18–70)
Method: Computer-Assisted Web Interviewing (CAWI) via Ipsos online panel iSay
Ethics approval: Centre of Migration Research, University of Warsaw (approval no. CMR/EC/VI_2/2023)
DOI: 10.5281/zenodo.17739364
title: THE PELTIER-ROD THERMAL-CONTROL AND ENERGY-RECOVERY SUBSYSTEM

description: This 10,400-word chapter (Volume I, Chapter 8 of “Muscato Law”) presents the complete engineering specification and physical justification for the Peltier-rod thermal-control and energy-recovery subsystem — a solid-state, entropy-neutral replacement for classical neutron-absorbing control rods and pumped coolant loops in aneutronic fusion reactors. The hexagonal lattice of nanostructured Bi₂Te₃/Sb₂Te₃–graphene Peltier rods simultaneously (1) actively pumps waste heat against the thermal gradient, (2) directly converts that heat into 98–128 MW of electrical power per 500 MWth of fusion power, (3) stabilises plasma via 707–804 Hz acoustic resonance, and (4) absorbs and reclaims stray neutrons and gamma radiation — all while enforcing ∆S ≤ 0 per cycle and sustaining plasma coherence above 0.995 under q-lock = 0.69. No moving parts, no parasitic pumping load, no tritium breeding, and projected lifetime >25 years. All materials, equations, scaling laws, and verification methods are derived from public-domain physics and measured parameters; no proprietary data or restricted files are referenced. This subsystem turns the historical thermal-entropy bottleneck of fusion into its largest recoverable energy asset and is offered as an immediately testable engineering pathway toward high-Q aneutronic power.



https://zenodo.org/records/https://zenodo.org/records/https://doi.org/10.5281/ 10.5281/zenodo.17283550 https://zenodo.org/records/https://doi.org/10.5281/https://doi.org/10.5281/https://doi.org/10.5281/ “Codex Muscato Law did not emerge as a speculative synthesis but as the outcome of resolving a cross-disciplinary series of foundational inconsistencies in physics, mathematics, and information theory. Each classical ‘unsolved problem’ becomes a test case of the same lawful equations already verified by open-source analog experiments and public datasets. The Law therefore functions not as an hypothesis but as a mathematically complete framework with reproducible empirical reference"

this version adds Sec Ch 8.18.” 


# Muscato Law — Complete Works (Austin Muscato)

All publications are released under CC-BY-4.0 and permanently archived on Zenodo. Each record contains the full source (LaTeX, code, data) and is assigned a unique DOI.all might not be published yet but are complete as a corpus.
DOI: 10.5281/zenodo.17732747
title: THE PELTIER-ROD THERMAL-CONTROL AND ENERGY-RECOVERY SUBSYSTEM

description: This 10,400-word chapter (Volume I, Chapter 8 of “Muscato Law”) presents the complete engineering specification and physical justification for the Peltier-rod thermal-control and energy-recovery subsystem — a solid-state, entropy-neutral replacement for classical neutron-absorbing control rods and pumped coolant loops in aneutronic fusion reactors. The hexagonal lattice of nanostructured Bi₂Te₃/Sb₂Te₃–graphene Peltier rods simultaneously (1) actively pumps waste heat against the thermal gradient, (2) directly converts that heat into 98–128 MW of electrical power per 500 MWth of fusion power, (3) stabilises plasma via 707–804 Hz acoustic resonance, and (4) absorbs and reclaims stray neutrons and gamma radiation — all while enforcing ∆S ≤ 0 per cycle and sustaining plasma coherence above 0.995 under q-lock = 0.69. No moving parts, no parasitic pumping load, no tritium breeding, and projected lifetime >25 years. All materials, equations, scaling laws, and verification methods are derived from public-domain physics and measured parameters; no proprietary data or restricted files are referenced. This subsystem turns the historical thermal-entropy bottleneck of fusion into its largest recoverable energy asset and is offered as an immediately testable engineering pathway toward high-Q aneutronic power.



https://zenodo.org/records/https://zenodo.org/records/https://doi.org/10.5281/ 10.5281/zenodo.17283550 https://zenodo.org/records/https://doi.org/10.5281/https://doi.org/10.5281/https://doi.org/10.5281/ “Codex Muscato Law did not emerge as a speculative synthesis but as the outcome of resolving a cross-disciplinary series of foundational inconsistencies in physics, mathematics, and information theory. Each classical ‘unsolved problem’ becomes a test case of the same lawful equations already verified by open-source analog experiments and public datasets. The Law therefore functions not as an hypothesis but as a mathematically complete framework with reproducible empirical reference"

this version adds Sec Ch 8.18.” 


# Muscato Law — Complete Works (Austin Muscato)

All publications are released under CC-BY-4.0 and permanently archived on Zenodo. Each record contains the full source (LaTeX, code, data) and is assigned a unique DOI.all might not be published yet but are complete as a corpus.
DOI: 10.15468/dl.84uq7a
title: Occurrence Download

description: A dataset containing 925 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((152.50705901260918 -31.54282891512588,152.50705901260918 -31.514346861211852,152.57251215911444 -31.514346861211852,152.57251215911444 -31.54282891512588,152.50705901260918 -31.54282891512588))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2015",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 925 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012265-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48328/tudatalib-2030
title: ΦΩΣ 4D Database Architecture

description: The database holds data and metadata concerning observations, openings (doors, windows, etc.) and reflective surfaces of the case studies of the project phos4d and is the base for the respective reconstruction models.
DOI: 10.15468/dl.a9qhk2
title: Occurrence Download

description: A dataset listing the 915 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "Geometry POLYGON((5.3991 47.49617,5.46617 47.49617,5.46617 47.53751,5.3991 47.53751,5.3991 47.49617))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset's 915 records were derived from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012253-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48328/tudatalib-2028
title: ΦΩΣ 4D Case Study Ostia

description: Simulation data and results of the case study conducted with the Casa delle Ierodule (House of Lucceia Primitiva, Ostia III, ix, 6) within the Case a Giardino (Garden houses) in the ancient city and archaeological site Ostia Antica, Italy. Data Basis: Parco Archeologico di Ostia Antica und ÖAI, FWF P31 438-G25.
DOI: 10.25345/c56w96p3n
title: MassIVE MSV000100041 - Lipidomics collected from in vitro gut fermentation of lipids
title: MS2 data were acquired using a Shimadzu LC-QTOF MS 9030 system. Samples originated from an in vitro gut fermentation of isotopically labeled linoleic acid inoculated with isolated human gut microbiota.
DOI: 10.15468/dl.7rzdyz
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mammalia",
 "HasCoordinate is true",
 "Geometry POLYGON ((-119.6005 35.05595, -119.6006 35.05647, -119.6018 35.05648, -119.6018 35.056, -119.6005 35.05595))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012266-251120083545085/datasets/export for details.
DOI: 10.48328/tudatalib-2027
title: ΦΩΣ 4D Database Objects

description: The database schema holds the data concerning the archaeological finds in relation to the location it was found and contextualizing the activities that were performed therein with those finds/objects by connecting them to the daylight amount by the architecture.
DOI: 10.15468/dl.39gpd4
title: Occurrence Download

description: A dataset containing 227150 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Bombus impatiens)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year is not null",
 "BasisOfRecord is one of (Human Observation, Occurrence evidence)",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 227150 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012255-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.