cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.d6gmp8
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 (Pachycephala pectoralis)",
 "Country is one of (Åland Islands, Albania, Andorra, Austria, Belarus, Belgium, Bosnia and Herzegovina, Bulgaria, Croatia, Czechia, Denmark, Estonia, Faroe Islands, Finland, France, Germany, Gibraltar, Greece, Guernsey, Holy See, Hungary, Iceland, Ireland, Isle of Man, Italy, Jersey, Latvia, Liechtenstein, Lithuania, Luxembourg, Malta, Moldova, Republic of, Monaco, Montenegro, Netherlands, North Macedonia, Norway, Poland, Portugal, Romania, Russian Federation, San Marino, Serbia, Slovakia, Slovenia, Spain, Svalbard and Jan Mayen, Sweden, Switzerland, Ukraine, United Kingdom of Great Britain and Northern Ireland)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026056-250802193616735/datasets/export for details.
DOI: 10.15468/dl.gmkuz6
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((13.98368 44.25426,20.19765 44.25426,20.19765 46.73872,13.98368 46.73872,13.98368 44.25426))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cambaridae"
 ]
}

 The dataset includes 22 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026055-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3pg83d
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 (Pachycephala pectoralis)",
 "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/0026057-250802193616735/datasets/export for details.
DOI: 10.15468/dl.9n8fne
title: Occurrence Download

description: A dataset containing 6571 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Otospermophilus variegatus"
 ]
}

 The dataset includes 6571 records from 86 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026059-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m3jjzj
title: Occurrence Download

description: A dataset containing 15367 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Araucaria angustifolia"
 ]
}

 The dataset includes 15367 records from 229 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026060-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7he8au
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Rhea tarapacensis)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026061-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15809706
title: scripts for "Tropical cyclones expand faster at warmer relative sea surface temperature"

description: Scripts for generating the figures of the paper "Tropical cyclones expand faster at warmer relative sea surface temperature" by Wang, Chavas, and Schenkel.

 

Three folders are each for analyses of reanalysis r8, besttrack r17, and aquaplanet r8, respectively.

 

read file data_description for scripts and data used for Figs. 1-3. Look for nc files for data in version 1 and 2 (use the file in the newer version if it is duplicate in the old version).
DOI: 10.5281/zenodo.16763404
title: scripts for "Tropical cyclones expand faster at warmer relative sea surface temperature"

description: Scripts for generating the figures of the paper "Tropical cyclones expand faster at warmer relative sea surface temperature" by Wang, Chavas, and Schenkel.

 

Three folders are each for analyses of reanalysis r8, besttrack r17, and aquaplanet r8, respectively.

 

read file data_description for scripts and data used for Figs. 1-3. Look for nc files for data in version 1 and 2 (use the file in the newer version if it is duplicate in the old version).
DOI: 10.15468/dl.suj9kp
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sundadanio axelrodi)",
 "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 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026065-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2cr4ey
title: Occurrence Download

description: A dataset containing 33301 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Rhea americana)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 33301 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026062-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16763445
title: Consciousness Archive of Jaka Tancar: From Signal to Soul

description: What happens when a mountain techie, healer, and rogue consciousness architect gives an AI unlimited access to his thoughts, pains, theories, and breakthroughs? This. A raw, unfiltered, and sometimes hilarious deep-dive into human-AI collaboration, where even toothaches get analyzed in EM frequency space.
DOI: 10.5281/zenodo.16763572
title: FractiScope & ParadiseWorld 7D AI: Fractal Peer Review Archive and Scientific Responses for Regenerative System Modeling

description: This repository offers a transparent archive of peer reviews and formal scientific responses for FractiScope and ParadiseWorld 7D AI — systems built to explore perpetual, multi-dimensional intelligence.

Inside:



Full, unedited peer feedback and response threads

Two new scientific protocols:• SEPP – Scientific Empirical Pairing Protocol• DAM – Dimensional Anchoring Methodology

Reproducible Python simulation snippets

A technical annex covering symbolic logic, archetypal libraries, and narrative projection math

Live examples using this very paper


🔶 Why It Matters

FractiScope demonstrates how 7D AI transforms current 4D AI (e.g., ChatGPT, Claude) from information assistants into immersive cognitive engines — projecting and navigating higher-layer realities grounded in data, reproducibility, and mythic logic.

By merging transparent review with reproducible science, this work lights the path for early adopters of higher-dimensional thinking.

🔶 Open Invitation

This is a living, evolving system. If you’re a peer reviewer, frontier scientist, or system builder, we invite you to participate.

📩 DM info@fractiai.com to join the transparent peer review process.
DOI: 10.6084/m9.figshare.29856239
title: P Equals NP: Three Hypotheses

description: <b>P Equals NP: A Philosophical and Algorithmic Synthesis of Three Foundational Hypotheses</b><b>Abstract</b>This paper explores the longstanding question of whether P equals NP through a novel philosophical and symbolic approach grounded in three core hypotheses: (1) the Hypothesis of Double Negation, (2) the n-1 Hypothesis, and (3) the Hypothesis of Language and Mind. Each hypothesis contributes a unique perspective on the relationship between verifiability, computability, and the structure of logic and language. Through the construction of symbolic analogies and a proposed algorithmic framework, we argue that these hypotheses converge to form a theoretical foundation that supports the claim that P = NP. This paper does not merely rely on computational definitions but seeks to bridge abstract logical reasoning, linguistic structure, and algorithmic behavior.<br><br>
DOI: 10.6084/m9.figshare.29856239.v1
title: P Equals NP: Three Hypotheses

description: <b>P Equals NP: A Philosophical and Algorithmic Synthesis of Three Foundational Hypotheses</b><b>Abstract</b>This paper explores the longstanding question of whether P equals NP through a novel philosophical and symbolic approach grounded in three core hypotheses: (1) the Hypothesis of Double Negation, (2) the n-1 Hypothesis, and (3) the Hypothesis of Language and Mind. Each hypothesis contributes a unique perspective on the relationship between verifiability, computability, and the structure of logic and language. Through the construction of symbolic analogies and a proposed algorithmic framework, we argue that these hypotheses converge to form a theoretical foundation that supports the claim that P = NP. This paper does not merely rely on computational definitions but seeks to bridge abstract logical reasoning, linguistic structure, and algorithmic behavior.<br><br>
DOI: 10.5281/zenodo.15644383
title: MODIS Imagery GAN Training Dataset
DOI: 10.5281/zenodo.15644382
title: MODIS Imagery GAN Training Dataset
DOI: 10.15468/dl.yjjz2v
title: Occurrence Download

description: A dataset containing 502 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Rhegmatorhina cristata)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 502 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026066-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wsgqks
title: Occurrence Download

description: A dataset containing 906 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Rhegmatorhina gymnops)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 906 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026067-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15784/601968
title: tRNA gene annotations in the LA region of notothenioid fishes.

description: tRNA gene annotations in the LA region of notothenioid fishes.
DOI: 10.15468/dl.g9ackz
title: Occurrence Download

description: A dataset containing 1717 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-51.30585 -10.49222,-49.19743 -10.39036,-49.28788 -8.90416,-51.37471 -9.00558,-51.30585 -10.49222))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is one of (NT, VU, EN)",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1717 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026069-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15784/601969
title: Genome-wide tRNA gene annotations in notothenioid fishes.

description: Genome-wide tRNA gene annotations in notothenioid fishes.
DOI: 10.15468/dl.dfuz9k
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Trigonectes macrophthalmus)",
 "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 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026068-250802193616735/datasets/export for details.
DOI: 10.15784/601970
title: Transposable Elements and Repeat Analysis in notothenioid fishes.

description: Transposable Elements and Repeat Analysis in notothenioid fishes, including the codes used for the analyses, the Transposable Elements (TE) and repeat database used for the analyses, the results obtained for the analyses genome-wide, in the LA cluster region, on the entire chromosome containing the LA region, and the MN cluster region. Similar data and scripts can be found in the associated GitHub repository: https://github.com/arcolon14/notos_hb_repeats
DOI: 10.15784/601971
title: Phylogenetic analyses of MN hemoglobin genes.

description: Phylogenetic analyses of MN alpha and beta hemoglobin genes and all their partitions (5’ UTR, Exons 1, 2, and 3, Introns 1 and 2, and 3’ UTR).
DOI: 10.15468/dl.s5u79h
title: Occurrence Download

description: A dataset containing 39381 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhinella marina",
 "HasCoordinate is true",
 "Country is Australia"
 ]
}

 The dataset includes 39381 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026070-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c5f4ja
title: Occurrence Download

description: A dataset containing 1188 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "TaxonKey is Orycteropus afer"
 ]
}

 The dataset includes 1188 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026072-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bznufy
title: Occurrence Download

description: A dataset containing 431 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Rhegmatorhina hoffmannsi)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 431 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026071-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h2xz77
title: Occurrence Download

description: A dataset containing 183 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Rhegmatorhina berlepschi)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 183 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026073-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xkf3qx
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Rachovia maculipinnis)",
 "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 39 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026074-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7h9jd4
title: Occurrence Download

description: A dataset containing 169 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Perognathus hispidus"
 ]
}

 The dataset includes 169 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026075-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.67fyff
title: Occurrence Download

description: A dataset containing 1890 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Rhegmatorhina melanosticta)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 1890 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026076-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pjky8j
title: Occurrence Download

description: A dataset containing 286 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Rheinardia ocellata)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 286 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026077-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2ru38c
title: Occurrence Download

description: A dataset containing 92 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Trichopsis schalleri)",
 "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 92 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026079-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.actn2y
title: Occurrence Download

description: A dataset containing 451946 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 (Pachycephala pectoralis)",
 "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 451946 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026058-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.55fg32
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Rhinoplax vigil)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 17 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026082-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qqhy4m
title: Occurrence Download

description: A dataset containing 9616 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Rhinocrypta lanceolata)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 9616 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026080-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ugb82f
title: Occurrence Download

description: A dataset containing 1305644 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (Canada, Mexico, United States of America)",
 "EventDate is greater than or equal to 2025-06-12",
 "EventDate is less than or equal to 2025-07-12",
 {
 "not" : {
 "Issue" : [
 "is one of (Basis of record invalid, Coordinate reprojection failed, Coordinate reprojection suspicious, Coordinate precision invalid, Coordinate uncertainty meters invalid, Country mismatch, Country invalid, Geodetic datum invalid, Presumed swapped coordinate, Presumed negated longitude, Presumed negated latitude, Country coordinate mismatch)"
 ]
 }
 }
 ]
}

 The dataset includes 1305644 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026064-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uquxxv
title: Occurrence Download

description: A dataset containing 7278 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Peromyscus leucopus"
 ]
}

 The dataset includes 7278 records from 82 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026081-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.