cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.tvfq63
title: Occurrence Download

description: A dataset containing 260 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tanichthys albonubes"
 ]
}

 The dataset includes 260 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024238-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.87amcv
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Merremia tuberosa",
 "Country is Cuba",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024239-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tnrr9t
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Merremia tuberosa",
 "Country is Micronesia (Federated States of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024240-250717081556266/datasets/export for details.
DOI: 10.15468/dl.gh97fb
title: Occurrence Download

description: A dataset containing 954 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ambystoma mexicanum"
 ]
}

 The dataset includes 954 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024242-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.acsjfq
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Merremia tuberosa",
 "Country is Marshall Islands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024241-250717081556266/datasets/export for details.
DOI: 10.5281/zenodo.16288114
title: Nexus engine

description: Description:

The NexisSignalEngine is an original, production-grade signal analysis engine designed to advance the state of explainable AI (XAI), security auditing, and ethical reasoning. This framework uniquely combines deterministic cryptographic hashing, seeded vector rotations, harmonic FFT analysis, and hybrid symbolic-statistical evaluation through distinct agent-based perspectives.

 

Core Features:

 



Deterministic Analysis: Each signal is hashed and used to seed all numeric operations, enabling full auditability and forensic reproducibility.

Multi-Agent Perspectives: Input is processed through three parallel cognitive perspectives (“Colleen,” “Luke,” “Kellyanne”), each running its own mathematical, ethical, or harmonic analysis for rich, multi-lens evaluation.

Hybrid Reasoning: Integrates symbolic (ethics, risk, virtue tagging) and statistical (entropy, FFT harmonics, tensor entanglement) methods for robust signal integrity checks.

Secure, Tamper-Evident Memory: All input/output records are stored with file-locking and periodic file rotation. Archive logs are timestamped and pruned for compliance and chain-of-custody requirements.

Configurable and Hardened: All core configurations (risk/virtue/ethics terms) are loaded and validated with full key enforcement and fallback protections.

Safe and Attack-Resistant: Memory growth is bounded, inputs are length-capped, FFT results are normalized, and deterministic RNG prevents adversarial replay attacks.


 

 

Intended Use:

NexisSignalEngine is intended for researchers, developers, and auditors who require a trustworthy, transparent, and reproducible framework for:

 



Detecting, auditing, and adapting to pre-corruption signals

Validating ethical and risk compliance in autonomous AI systems

Recording, tracing, and justifying real-world signal decisions


 

 

Provenance and Authorship:

This architecture, including its signal-seeded deterministic vector logic, agent-based multi-perspective evaluation, and memory rotation protocol, is the original work of Jonathan Harrison (Raiff1982). This release serves as a timestamped, tamper-evident record of innovation and prior art.

 

Keywords:

Explainable AI, Signal Reasoning, Cognitive Agents, Deterministic Audit, Entropy Detection, Harmonic Analysis, AI Ethics, Provenance, Memory Rotation, Symbolic Reasoning
DOI: 10.15468/dl.2q8csa
title: Occurrence Download

description: A dataset containing 26 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 (Moschus moschiferus)",
 "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 26 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024244-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b58j3v
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 (Moschus moschiferus)",
 "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/0024247-250717081556266/datasets/export for details.
DOI: 10.15468/dl.m86c7g
title: Occurrence Download

description: A dataset containing 22638 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tamarindus indica",
 "HasCoordinate is true",
 "BasisOfRecord is Human Observation"
 ]
}

 The dataset includes 22638 records from 158 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024246-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5r8fw4
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 (Moschus moschiferus)",
 "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/0024248-250717081556266/datasets/export for details.
DOI: 10.15468/dl.9nfhn3
title: Occurrence Download

description: A dataset containing 90894 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Herbario Universidad de Antioquia (HUA)"
 ]
}

 The dataset includes 90894 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024233-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wn4d2e
title: Occurrence Download

description: A dataset containing 1410 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oryctolagus cuniculus",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1410 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024249-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15870386
title: Flexynesis tutorials input data

description: This repository contains the tabular input files required by flexynesis training on Galaxy.



Modeling Breast Cancer Subtypes

Survival Markers of Lower Grade Gliomas

Unsupervised Analysis of Bone Marrow Cells
DOI: 10.5281/zenodo.16287482
title: Flexynesis tutorials input data

description: This repository contains the tabular input files required by flexynesis training on Galaxy.



Modeling Breast Cancer Subtypes

Survival Markers of Lower Grade Gliomas

Unsupervised Analysis of Bone Marrow Cells
DOI: 10.15468/dl.37td37
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024250-250717081556266/datasets/export for details.
DOI: 10.15468/dl.47ynff
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bombus terrestris",
 "Country is Sri Lanka",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024254-250717081556266/datasets/export for details.
DOI: 10.15468/dl.v8mnpv
title: Occurrence Download

description: A dataset containing 320 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bombus terrestris",
 "Country is Japan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 320 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024252-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ey8n4t
title: Occurrence Download

description: A dataset listing the 342 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dendropsophus"
 ]
}

 The dataset's 342 records were derived from 579 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024235-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a25rn8
title: Occurrence Download

description: A dataset containing 193 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Descurainia stricta"
 ]
}

 The dataset includes 193 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024251-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a6a57v
title: Occurrence Download

description: A dataset containing 9338 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Viola striata"
 ]
}

 The dataset includes 9338 records from 195 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024253-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e239448
title: Exposure to the immunomodulatory chemical triclosan differentially impacts immune cell populations in the skin of haired (BALB/c) and hairless (SKH1) mice

description: Workers across every occupational sector have the potential to be exposed to a wide variety of chemicals, and the skin is a primary route of exposure. Furthermore, exposure to certain chemicals has been linked to inflammatory and allergic diseases. Thus, understanding the immune responses to chemical exposures on the skin and the potential for inflammation and sensitization is needed to improve worker safety and health. Responses in the skin microenvironment impact the potential for sensitization and these responses may include the presence of proinflammatory cytokines, inflammasome activation, barrier integrity, skin microbiota, and the presence of immune cells. Selection of mouse strain to evaluate skin effects, such as haired (BALB/c) or hairless (SKH1) mice, varies dependent on the experimental design and needs of a study. However, dermal chemical exposure may impact reactions in the skin differently depending on the strain of mouse. Additionally, there is a need for established methods to evaluate immune responses in the skin. In this study, exposure to the immunomodulatory chemical triclosan was evaluated in two mouse models using immunophenotyping by flow cytometry and gene expression analysis. The flow cytometry panel reported in this manuscript in combination with gene expression analysis may be used in future studies to better evaluate the effect of chemical exposures on the skin immune response. These findings may be important to consider during strain selection, experimental design, and result interpretation of chemical exposures on the skin.
description: Data downloaded 5/20/2025
DOI: 10.3886/e239448v1
title: Exposure to the immunomodulatory chemical triclosan differentially impacts immune cell populations in the skin of haired (BALB/c) and hairless (SKH1) mice

description: Workers across every occupational sector have the potential to be exposed to a wide variety of chemicals, and the skin is a primary route of exposure. Furthermore, exposure to certain chemicals has been linked to inflammatory and allergic diseases. Thus, understanding the immune responses to chemical exposures on the skin and the potential for inflammation and sensitization is needed to improve worker safety and health. Responses in the skin microenvironment impact the potential for sensitization and these responses may include the presence of proinflammatory cytokines, inflammasome activation, barrier integrity, skin microbiota, and the presence of immune cells. Selection of mouse strain to evaluate skin effects, such as haired (BALB/c) or hairless (SKH1) mice, varies dependent on the experimental design and needs of a study. However, dermal chemical exposure may impact reactions in the skin differently depending on the strain of mouse. Additionally, there is a need for established methods to evaluate immune responses in the skin. In this study, exposure to the immunomodulatory chemical triclosan was evaluated in two mouse models using immunophenotyping by flow cytometry and gene expression analysis. The flow cytometry panel reported in this manuscript in combination with gene expression analysis may be used in future studies to better evaluate the effect of chemical exposures on the skin immune response. These findings may be important to consider during strain selection, experimental design, and result interpretation of chemical exposures on the skin.
description: Data downloaded 5/20/2025
DOI: 10.15468/dl.sugwhv
title: Occurrence Download

description: A dataset containing 10105 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Python bivittatus"
 ]
}

 The dataset includes 10105 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008424-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z67bs8
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Living Specimen, Occurrence evidence, Machine Observation, Human Observation, Material sample)",
 "Continent is one of (North America, South America)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Nyctinomops laticaudatus (E.Geoffroy, 1805)",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0123803-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hrdg25
title: Occurrence Download

description: A dataset containing 1788 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Accipiter gentilis (Linnaeus, 1758)",
 "HasCoordinate is true",
 "Country is Norway",
 "DatasetKey is Norwegian Species Observation Service",
 "Year is 2008",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1788 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0252745-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3eaawz
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leptostylis elongata Ledoyer, 1988"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0122798-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2j9c7d
title: Occurrence Download

description: A dataset containing 918 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Losaria coon (Fabricius, 1793)"
 ]
}

 The dataset includes 918 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0139529-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rwxbn4
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leptostylis longicaudata Bonnier, 1896"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0122818-220831081235567/datasets/export for details.
DOI: 10.15468/dl.p65b2m
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phyllopodopsyllus aegypticus Nicholls, 1944"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0129480-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.62az22
title: Occurrence Download

description: A dataset containing 15321 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "OccurrenceStatus is Present",
 "TaxonKey is Syringa L."
 ]
}

 The dataset includes 15321 records from 347 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0123802-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3ecw7a
title: Occurrence Download

description: A dataset containing 717112 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material sample, Specimen, Living Specimen, Occurrence evidence)",
 "Continent is South America",
 "TaxonKey is Anura"
 ]
}

 The dataset includes 717112 records from 585 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0257873-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sbjkwv
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leptostylis gorbunovi Zimmer, 1946"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0122809-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t76k3n
title: Occurrence Download

description: A dataset containing 205 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Macromedaeus crassimanus (A.Milne-Edwards, 1867)"
 ]
}

 The dataset includes 205 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0123810-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/299dx4wggp.2
title: Physio-Psychosocial Risk of Depression among College-Going Adolescents: A Cross-Sectional survey data in Bangladesh

description: In this cross-sectional survey, a total of 1919 college-going adolescents in Bangladesh were included through a Google-based questionnaire platform. The survey included socio-demographic characteristics and Patient Health Questionnaire (PHQ-9) questions. Before starting the survey, the questionnaire was translated and pre-tested in Bengali. To assess the dataset's feasibility and effectiveness, the pre-testing was done with a total of 43 adolescents. From this dataset, a manuscript titled 'Physio-Psychosocial Risk of Depression among College-Going Adolescents: A Cross-Sectional Study in Bangladesh' has published in the Journal of Affective Disorders Reports with doi: 10.1016/j.jadr.2024.100768.