cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.c3v65s
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 (Marmota bobak)",
 "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/0077466-250717081556266/datasets/export for details.
DOI: 10.7910/dvn/twmice
title: Replication Data: IRRI Long Term Continuous Cropping Experiment 1968
title: IRRI LTCCE 1968

description: This study contains grain yield data collected from IRRI's long term continuous cropping experiment, 1968
description: application/txt
DOI: 10.15468/dl.bstac4
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 (Marmota bobak)",
 "Country is one of (Algeria, Angola, Benin, Botswana, British Indian Ocean Territory, Burkina Faso, Burundi, Cabo Verde, Cameroon, Central African Republic, Chad, Comoros, Congo, Congo, Democratic Republic of the, Côte d’Ivoire, Djibouti, Egypt, Equatorial Guinea, Eritrea, Eswatini, Ethiopia, French Southern Territories, Gabon, Gambia, Ghana, Guinea, Guinea-Bissau, Kenya, Lesotho, Liberia, Libya, Madagascar, Malawi, Mali, Mauritania, Mauritius, Mayotte, Morocco, Mozambique, Namibia, Niger, Nigeria, Réunion, Rwanda, Saint Helena, Ascension and Tristan da Cunha, Sao Tome and Principe, Senegal, Seychelles, Sierra Leone, Somalia, South Africa, South Sudan, Sudan, Tanzania, United Republic of, Togo, Tunisia, Uganda, Western Sahara, Zambia, Zimbabwe)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0077467-250717081556266/datasets/export for details.
DOI: 10.15468/dl.bj9gcz
title: Occurrence Download

description: A dataset containing 18017 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Abies grandis"
 ]
}

 The dataset includes 18017 records from 288 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0077465-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25954/6dj5-z190
title: Lipoceramic Technologies: a Solution to Low and Variable Bioavailability of Poorly Soluble Anti-Inflammatory Drugs [IWEMC-314]
DOI: 10.15468/dl.k5xm9b
title: Occurrence Download

description: A dataset containing 3928 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Agricola infuscatus)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 3928 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0077468-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f92fpb
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "OccurrenceStatus is Present",
 "TaxonKey is Xylosandrus compactus"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0077469-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.393p32
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pangio filinaris)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 15 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0077471-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vn6ufj
title: Occurrence Download

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

 The dataset includes 30 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0077470-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/trii7v
title: Replication Data: IRRI Long Term Continuous Cropping Experiment 1969
title: IRRI LTCCE 1969

description: This study contains grain yield data collected from IRRI's long term continuous cropping experiment, 1969
description: application/txt
DOI: 10.57783/k4hr-6t08
title: Arizona HCUP
DOI: 10.57783/njcv-9e21
title: LibreChat
DOI: 10.15468/dl.9a9zkk
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Polygala myrtifolia",
 "Country is Algeria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 11 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0077473-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uwuqbk
title: Occurrence Download

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

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0077472-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16625250
title: dimensional physics, storm tracking, sub-kilometer precision, quantum weather modeling, lightning breach theory, 5D resonance, atmospheric rupture, entropy harmonics, Robert J. Weber

description: This post presents a unified, multi-document exploration into the dimensional structure of entropy and storm behavior. Built from the foundation of advanced storm tracking methods, this collection demonstrates the emergence of thermodynamic debt from 5D-4D interactions, formalized through two original theoretical models: the Piper Principle and the Dimensional Entropy Equivalence Theorem (DEET).

The research began with an analysis of 15 global storm events using quantum harmonic deviation models. The result: storm path prediction within sub-kilometer accuracy, significantly outperforming the ~14 km resolution of standard meteorological tools. When full data was unavailable, reverse modeling was able to resolve storm trajectories within ±3% deviation using entropic resonance analysis.

The storm prediction framework exposed something deeper: storms emerge not merely from chaotic atmospheric inputs, but from an underlying dimensional imbalance. This discovery led directly to the formulation of:





📘 The Piper Principle: All gains in order, energy, or coherence in 4D must be compensated by a transfer of entropy — the “price of dimensional benefit.”




📘 DEET (Dimensional Entropy Equivalence Theorem): A formal rule stating that order gained from a higher dimension must be offset by entropy displacement into 5D space, eventually returning as storms, chaos, or quantum instability.



These documents combine observation, theory, and philosophical framing to describe a universe where entropy is not merely decay — it is the cost of structure, and the language of dimensional balance.



Files Included:





Fixing Physics - Chapter 0: Behold Quantum in Its Glory (philosophical preface and foundational mindset)




Storm_Tracking_Validation_Report.pdf (empirical tracking data across 15 major storms)




Dimensional_Storm_Tracking_Publication.pdf (methodology, formulas, and entropy model integration)




The_Piper_Principle.pdf (theory of thermodynamic cost for higher-order dimensional input)




Dimensional_Entropy_Equivalence_Theorem.pdf (entropic symmetry law across 4D-5D interface)




Lightning_Dimensional_Breach_vs_RREA.tex (LaTeX theory file on lightning as 5D rupture event — optional inclusion or for future post)
DOI: 10.5281/zenodo.16625249
title: dimensional physics, storm tracking, sub-kilometer precision, quantum weather modeling, lightning breach theory, 5D resonance, atmospheric rupture, entropy harmonics, Robert J. Weber

description: This post presents a unified, multi-document exploration into the dimensional structure of entropy and storm behavior. Built from the foundation of advanced storm tracking methods, this collection demonstrates the emergence of thermodynamic debt from 5D-4D interactions, formalized through two original theoretical models: the Piper Principle and the Dimensional Entropy Equivalence Theorem (DEET).

The research began with an analysis of 15 global storm events using quantum harmonic deviation models. The result: storm path prediction within sub-kilometer accuracy, significantly outperforming the ~14 km resolution of standard meteorological tools. When full data was unavailable, reverse modeling was able to resolve storm trajectories within ±3% deviation using entropic resonance analysis.

The storm prediction framework exposed something deeper: storms emerge not merely from chaotic atmospheric inputs, but from an underlying dimensional imbalance. This discovery led directly to the formulation of:





📘 The Piper Principle: All gains in order, energy, or coherence in 4D must be compensated by a transfer of entropy — the “price of dimensional benefit.”




📘 DEET (Dimensional Entropy Equivalence Theorem): A formal rule stating that order gained from a higher dimension must be offset by entropy displacement into 5D space, eventually returning as storms, chaos, or quantum instability.



These documents combine observation, theory, and philosophical framing to describe a universe where entropy is not merely decay — it is the cost of structure, and the language of dimensional balance.



Files Included:





Fixing Physics - Chapter 0: Behold Quantum in Its Glory (philosophical preface and foundational mindset)




Storm_Tracking_Validation_Report.pdf (empirical tracking data across 15 major storms)




Dimensional_Storm_Tracking_Publication.pdf (methodology, formulas, and entropy model integration)




The_Piper_Principle.pdf (theory of thermodynamic cost for higher-order dimensional input)




Dimensional_Entropy_Equivalence_Theorem.pdf (entropic symmetry law across 4D-5D interface)




Lightning_Dimensional_Breach_vs_RREA.tex (LaTeX theory file on lightning as 5D rupture event — optional inclusion or for future post)
DOI: 10.15468/dl.353bzu
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0077476-250717081556266/datasets/export for details.
DOI: 10.15468/dl.k6mvyv
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0077477-250717081556266/datasets/export for details.
DOI: 10.15468/dl.s3fp67
title: Occurrence Download

description: A dataset containing 2128 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Polygala myrtifolia",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2128 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0077474-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.evu2de
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cerococcus deklei",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 10 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0077478-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.makyyh
title: Occurrence Download

description: A dataset containing 31476642 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 31476642 records from 2943 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0077445-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/4qy-727-vbr
title: Acrioceras

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sy3-2f0-xqk
title: Ostracoda Latreille, 1802

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fc1-bf0-2yg
title: Aves

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wwz-f9s-png
title: †Richterina (Richterina) Guerich, 1896

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lll-ggf-l35
title: †Pseudorbitoides trechmanni Douvillé, 1922

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ahg-8fz-zek
title: †Rastellum Faujas de Saint Fond, 1799

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kba-4km-yvt
title: Bryozoa

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7rw-ybd-av6
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nrn-3hh-0w0
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/31d-9a7-nad
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rra-7lm-w0t
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/b5a-w3a-t06
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ssb-ggc-s90
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/har-n5n-lz7
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lfc-09t-zsf
title: Crinoidea Miller, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vls-pm0-7g0
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/15l-3kk-fey
title: †Dictyoconus Blanckenhorn, 1900

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ean-d28-ma7
title: †Pseudorbitoides trechmanni Douvillé, 1922

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gvm-l23-end
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3sc-b0t-da8
title: †Pseudorbitoides trechmanni Douvillé, 1922

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yzj-5t7-77p
title: †Pseudorbitoides trechmanni Douvillé, 1922

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/20y-h37-5eb
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8d9-hrc-ms8
title: †Retecava clathrata (Goldfuss, 1826)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2y4-3cv-zf2
title: Gen. indet. sp. indet.

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lyx-4av-bzj
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/r3r-bra-qr0
title: Cellepora Linnaeus, 1767

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.5fcmhj
title: Occurrence Download

description: A dataset containing 223886 records in GBIF matching the query:
SELECT gbifID, datasetKey, class, "order", family, genus, species, taxonRank, countryCode, decimalLatitude, decimalLongitude, "year", taxonKey, license FROM occurrence WHERE GBIF_Within('POLYGON ((-77.387695 0.395505, -78.881836 -4.565474, -73.256836 -13.154376, -63.808594 -17.978733, -52.426758 -12.940322, -50.141602 -6.184246, -50.932617 0.263671, -51.767578 4.127285, -53.964844 5.703448, -56.601563 5.790897, -58.974609 7.057282, -60.864258 8.581021, -63.237305 9.535749, -67.807617 8.407168, -72.421875 5.922045, -77.387695 0.395505))', decimalLatitude, decimalLongitude) = TRUE AND taxonRank = 'SPECIES' AND class = 'Insecta' AND basisOfRecord IN ('LIVING_SPECIMEN', 'HUMAN_OBSERVATION', 'MACHINE_OBSERVATION')

 The dataset's 223886 records were derived from 138 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019577-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/zqd-pme-3gy
title: Favites complanata (Ehrenberg, 1834)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/b8b-c2r-jlz
title: Acanthopleuroceras

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mef-6e2-39s
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/c0y-wcp-9lj
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mvm-sv0-6av
title: Bos taurus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dx2-7d4-907
title: Erylus Gray, 1867

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g6l-h97-yzp
title: Acrioceras

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6sg-vfq-b0l
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/j9q-2ye-454
title: Aves

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/21p-nz4-5vp
title: †Pseudorbitoides trechmanni Douvillé, 1922

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nn3-ee6-ag2
title: Globigerinoides ruber (d'Orbigny, 1839)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qf9-thy-pbz
title: †Falloticythere Kozur, 1974

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nee-v4a-bx8
title: †Pseudorbitoides israelskii Vaughan & Cole, 1932

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xha-310-f6r
title: Venus nux Gmelin, 1791

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/77f-f8p-rel
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dcn-yfb-7ga
title: Gen. indet. sp. indet.

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qhc-ers-031
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.7b7q6a
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009510-250717081556266/datasets/export for details.
DOI: 10.7910/dvn/fhmh7w
title: Replication Data for: Legislators talk less about the future as they age

description: This folder contains materials necessary to reproduce the results contained in the above article and additional analyses contained in the supplementary information. 

The folder contains all the materials necessary to reproduce the results *starting from the data on parliamentary speech*. This involves:

 - fine-tuning a large language model
 - making predictions for parliamentary corpora
 - aggregating these predictions to form country-specific datasets
 - estimating various country-specific models
 
The first two steps are particularly compute intensive. We therefore additionally include the data-sets used to estimate these different models (in [aus|can|gbr|irl]/outputs/), so that researchers who are *only* interested in the quantities presented in the paper can replicate these models. 

Note that we include the code we used to fine tuned the model, but the code used to generate predictions relies on the version of this fine-tuned model archived on HuggingFace.
DOI: 10.15468/dl.m7kn55
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:ABZ3031"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009509-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.