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

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Caprella mutica",
 "Country is Spain",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002163-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nkv2ww
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Caprella mutica",
 "Country is South Africa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002162-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qj7de6
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Caprella mutica",
 "Country is Sweden",
 "HasCoordinate is true"
 ]
}

 The dataset includes 18 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002164-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mq8jvr
title: Occurrence Download

description: A dataset containing 248 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chelicorophium curvispinum",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 248 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002166-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mjzun7
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002167-250920141307145/datasets/export for details.
DOI: 10.15468/dl.6w64ua
title: Occurrence Download

description: A dataset containing 7243 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is one of (Chinese Taipei, Japan, Philippines, Indonesia, Thailand, Malaysia, China, Viet Nam)",
 "OccurrenceStatus is Present",
 "TaxonKey is Epinephelus"
 ]
}

 The dataset includes 7243 records from 96 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002165-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5t8p9g
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002168-250920141307145/datasets/export for details.
DOI: 10.15468/dl.arks6v
title: Occurrence Download

description: A dataset containing 335708 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dicrurus macrocercus",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 335708 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002109-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uhe492
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chelicorophium curvispinum",
 "Country is Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 26 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002171-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b6nba2
title: Occurrence Download

description: A dataset containing 472 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chelicorophium curvispinum",
 "Country is Estonia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 472 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002169-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5uer33
title: Occurrence Download

description: A dataset containing 130 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chelicorophium curvispinum",
 "Country is France",
 "HasCoordinate is true"
 ]
}

 The dataset includes 130 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002170-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xbthb6
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Emberiza bruniceps",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002173-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e9aep8
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chelicorophium curvispinum",
 "Country is Latvia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 31 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002174-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2c2ywa
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chelicorophium curvispinum",
 "Country is Lithuania",
 "HasCoordinate is true"
 ]
}

 The dataset includes 42 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002175-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9xsb4c
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002176-250920141307145/datasets/export for details.
DOI: 10.5281/zenodo.17162924
title: Psychological Linguistic Framing

description: Psychological Linguistic Framing (PLF) is a universal cognitive–biological audit framework that demonstrates how language does more than shape thought — it regulates emotion, physiology, and behavior. Building on research in psychology, linguistics, neuroscience, AI ethics, and ancient wisdom, PLF reframes communication as a biological lever that alters stress responses, motivation, cooperation, and trust.

 

The white paper introduces PLF’s core components (lexical choice, reframing, priming, anchoring, semantic spotlighting, phonetic framing, and bonding), its functional dimension (sound, progression, direction, outcome, control, and filler functions), and its diagnostic layer (linguistic personality mapping). Together, these mechanisms reveal how framing operates across cognition, rhythm, and physiology.

 

Applications span education, medicine, politics, relationships, AI communication, and even coma states, where emotionally charged words trigger biological responses without conscious awareness. A key contribution is the AI Framing Cycle, showing how fact anchoring, empathy phrasing, and liability disclaimers create a predictable rhythm in human–AI interaction — raising both trust-building potential and ethical risks.

 

By shifting framing from a rhetorical device to a cognitive–perceptual architecture, PLF establishes itself as the first framework to unite psychology, linguistics, biology, and ancient wisdom into a testable model of influence. The paper concludes that language is not passive description but architecture and rhythm — the medium by which cognition, health, and society are built, regulated, and controlled.
description: The roots of PLF are not only academic but lived. As a child, I experienced a condition known in my Tongan culture as tāmate vai — literally “taking water” — describing the buildup of fluid around the brain that required medical removal. In medical terms, this is hydrocephalus, where pressure forces the brain to adapt under unusual conditions. Recovery demanded neuroplasticity, rewiring my brain to process language, rhythm, and meaning in unique ways.

 

This personal journey left me with an unusual sensitivity to how words regulate perception, trust, and physiology — the very foundations of PLF. Just as my brain rewired itself biologically, PLF demonstrates how language rewires cognition and emotion, which in turn shape collective behavior and social reality.
DOI: 10.15468/dl.3qmmvm
title: Occurrence Download

description: A dataset containing 2045 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Emberiza elegans",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2045 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002178-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r535ck
title: Occurrence Download

description: A dataset containing 230485 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "Geometry POLYGON((3.66399 28.72447,5.05248 28.72447,5.05248 71.01568,3.66399 71.01568,3.66399 28.72447))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Urtica dioica, Urtica dioica, Urtica dioica, Urtica dioica × kioviensis, Urtica dioica x kioviensis)"
 ]
}

 The dataset includes 230485 records from 525 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002161-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ss89zj
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002179-250920141307145/datasets/export for details.
DOI: 10.15468/dl.edftx9
title: Occurrence Download

description: A dataset containing 5121 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chelicorophium curvispinum",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5121 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002180-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17170134
title: VARZIN QMSG Protocol: Final Statistical Validation of a Conscious Field Response System

description: This dataset presents the final validated package of the VARZIN QMSG Protocol — a novel field-based symbolic resonance experiment combining statistical blind-coding, reproducible response analysis, and multi-method verification.

The uploaded package has been checksum-sealed and confirmed to be immutable. It represents the first open scientific release of a reproducible consciousness-based protocol that meets the essential criteria of falsifiability, statistical significance, and field responsivity.

- DOI: 10.5281/zenodo.17170135  - Author: Reza Nirouyar (RAHTALĒN-13)  - Release Date: 2025-09-21  - License: CC BY-NC-ND 4.0  - Language: English  - Status: Immutable Public Discovery Release
DOI: 10.5281/zenodo.17170135
title: VARZIN QMSG Protocol: Final Statistical Validation of a Conscious Field Response System

description: This dataset presents the final validated package of the VARZIN QMSG Protocol — a novel field-based symbolic resonance experiment combining statistical blind-coding, reproducible response analysis, and multi-method verification.

The uploaded package has been checksum-sealed and confirmed to be immutable. It represents the first open scientific release of a reproducible consciousness-based protocol that meets the essential criteria of falsifiability, statistical significance, and field responsivity.

- DOI: 10.5281/zenodo.17170135  - Author: Reza Nirouyar (RAHTALĒN-13)  - Release Date: 2025-09-21  - License: CC BY-NC-ND 4.0  - Language: English  - Status: Immutable Public Discovery Release
DOI: 10.15468/dl.7km7du
title: Occurrence Download

description: A dataset containing 7512 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Emberiza pusilla",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 7512 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002181-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3mr2sw
title: Occurrence Download

description: A dataset containing 1215 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Turkmenistan",
 "OccurrenceStatus is Present",
 "Year 2023-2025"
 ]
}

 The dataset includes 1215 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002182-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/vp4w-w228
title: "Model Uncertainty Quantification in Seafloor Topography from Satellite Altimetry-Derived Gravity"

description: "For mapping high-precision seafloor topography, inverting bathymetry from satellite altimetry-derived gravity data provides a very cost-effective method. To accurately assess the quality and dependability of a seafloor topographic map, it is essential to quantify the uncertainty in inverted bathymetry. Existing inversion methods for seafloor topography implicitly assume that errors follow a highly idealized white noise distribution. However, this assumption is often violated due to deep-sea topography's inherent complexity and variability, with inversion residuals exhibiting spatial heterogeneity that correlates with topographic undulations. Building on advancements in interval prediction, particularly the conformal prediction (CP), this study introduces a comprehensive inference framework for seafloor topography, incorporating locally weighted inductive conformal prediction (LWICP) for uncertainty quantification in inverted bathymetry. The proposed LWICP interval is designed to integrate with various inversion methods for seafloor topography seamlessly, demonstrated through the application of three primary inversion methods as representative examples. To address the spatial heterogeneity in inversion residuals, the LWICP method, as a data-driven approach, integrates a local weighting function into CP, thereby providing prediction intervals with distribution-free marginal coverage guarantees for bathymetric point predictions from any inversion model. This generalizability ensures the adaptability of the LWICP interval to other emerging inversion methods for seafloor topography. Additionally, this work also highlights CP\u2019s robust generalization capabilities with digital bathymetric model (DBM) data, marking a novel application. Extensive experiments within the Mariana Trench region confirm that the proposed LWICP interval significantly outperforms existing methods in interval prediction,  adaptively capturing the dependence pattern of topographic variability in inversion residuals."
DOI: 10.15468/dl.bfqqq4
title: Occurrence Download

description: A dataset containing 734 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crangonyx pseudogracilis",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 734 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002183-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kvqbtp
title: Occurrence Download

description: A dataset containing 62 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crangonyx pseudogracilis",
 "Country is France",
 "HasCoordinate is true"
 ]
}

 The dataset includes 62 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002184-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8mpc92
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crangonyx pseudogracilis",
 "Country is Germany",
 "HasCoordinate is true"
 ]
}

 The dataset includes 22 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002185-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rgu47x
title: Occurrence Download

description: A dataset containing 1488 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Emberiza rustica",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1488 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002186-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r4wd33
title: Occurrence Download

description: A dataset containing 1239 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Pseudophryne major Parker, 1940"
 ]
}

 The dataset includes 1239 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043126-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4f3qtq
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Ophiomorus blanfordii (Blanford, 1879)"
 ]
}

 The dataset includes 6 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005938-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.waa5n1
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Connarus nicobaricus King"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010926-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rcr4tz
title: Occurrence Download

description: A dataset containing 277 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Klasea erucifolia (L.) Greuter & Wagenitz",
 "HasCoordinate is true",
 "Continent is Europe",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 "CoordinateUncertaintyInMeters is less than 10000"
 ]
}

 The dataset includes 277 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022291-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nucpxj
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Dipodillus mackilligini Thomas, 1904"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005926-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dqquq7
title: Occurrence Download

description: A dataset containing 5962 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vulpes vulpes (Linnaeus, 1758)",
 "Country is Germany"
 ]
}

 The dataset includes 5962 records from 149 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010927-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ne6uq9
title: Occurrence Download

description: A dataset containing 6544 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Macrochelys Gray, 1856"
 ]
}

 The dataset includes 6544 records from 89 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012652-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.