cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.2glqv7
title: Occurrence Download

description: A dataset containing 116228 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bignoniaceae",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 116228 records from 422 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010680-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nk3zxh
title: Occurrence Download

description: A dataset containing 262 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nemopilema nomurai"
 ]
}

 The dataset includes 262 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063878-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7t7nb2
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Lechea san-sabeana",
 "Year is less than or equal to 2000",
 "Year is greater than or equal to 1970",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 34 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003135-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17171738
title: #CreativeAdvertising #MediaPlanning #MediaPlanning #BrandCommunication #ConsumerBehavior #AdvertisingEffectiveness #CreativeAdvertising #AdvertisingPsychology #AdDesign

description: Characteristics of the Hong Kong Advertising Market and Data Analysis:

 

Hong Kong boasts a high smartphone penetration rate of 95%, with users spending over three hours daily on social media. 5G network coverage reaches 99%, driving consumption of short videos and livestreaming content.

 

Social media platforms such as Instagram, Facebook, and Xiaohongshu are the most popular advertising channels in Hong Kong, with brands frequently leveraging these platforms.

 

The market's multilingual environment requires flexible advertising content strategies that utilize both Chinese and English text, as well as spoken Cantonese, Mandarin, and English.

 

70% of Hong Kong consumers use social media reviews to inform their purchase decisions, significantly influencing ad effectiveness.

 

Advertising Performance Metrics:

 

Metrics such as click-through rate (CTR) and bounce rate are crucial for assessing ad quality and user engagement.

 

Even with a high CTR, a high bounce rate indicates lower traffic value. For example, an ad with an 8% CTR but a 60% bounce rate will actually convert less effectively than an ad with a 6% CTR but a 30% bounce rate.

 

KOLs and Digital Marketing:

 

The Hong Kong KOL (Key Opinion Leader) market is expected to reach HK$3.2 billion in 2023, with an annual growth rate of 18%. The trust level of KOL recommendations is as high as 68%, far exceeding the 35% trust level of traditional advertising.

 

In advertising and marketing, KOL collaborations can be used for refined targeting and content marketing, such as using dialect tags, combined with online and offline activities, to significantly increase sales.

 

Data-Driven Advertising:

 

Advertising targets specific audiences through big data analysis, integrating location, interests, and behavioral data to improve advertising ROI.

 

Online-to-offline (O2O) integrated marketing activities, such as livestreaming and e-commerce coupon distribution, effectively drive offline consumer traffic.
DOI: 10.5281/zenodo.17171739
title: #CreativeAdvertising #MediaPlanning #MediaPlanning #BrandCommunication #ConsumerBehavior #AdvertisingEffectiveness #CreativeAdvertising #AdvertisingPsychology #AdDesign

description: Characteristics of the Hong Kong Advertising Market and Data Analysis:

 

Hong Kong boasts a high smartphone penetration rate of 95%, with users spending over three hours daily on social media. 5G network coverage reaches 99%, driving consumption of short videos and livestreaming content.

 

Social media platforms such as Instagram, Facebook, and Xiaohongshu are the most popular advertising channels in Hong Kong, with brands frequently leveraging these platforms.

 

The market's multilingual environment requires flexible advertising content strategies that utilize both Chinese and English text, as well as spoken Cantonese, Mandarin, and English.

 

70% of Hong Kong consumers use social media reviews to inform their purchase decisions, significantly influencing ad effectiveness.

 

Advertising Performance Metrics:

 

Metrics such as click-through rate (CTR) and bounce rate are crucial for assessing ad quality and user engagement.

 

Even with a high CTR, a high bounce rate indicates lower traffic value. For example, an ad with an 8% CTR but a 60% bounce rate will actually convert less effectively than an ad with a 6% CTR but a 30% bounce rate.

 

KOLs and Digital Marketing:

 

The Hong Kong KOL (Key Opinion Leader) market is expected to reach HK$3.2 billion in 2023, with an annual growth rate of 18%. The trust level of KOL recommendations is as high as 68%, far exceeding the 35% trust level of traditional advertising.

 

In advertising and marketing, KOL collaborations can be used for refined targeting and content marketing, such as using dialect tags, combined with online and offline activities, to significantly increase sales.

 

Data-Driven Advertising:

 

Advertising targets specific audiences through big data analysis, integrating location, interests, and behavioral data to improve advertising ROI.

 

Online-to-offline (O2O) integrated marketing activities, such as livestreaming and e-commerce coupon distribution, effectively drive offline consumer traffic.
DOI: 10.15468/dl.mh8ptb
title: Occurrence Download

description: A dataset containing 489 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Geometry POLYGON((-96.8487 23.92752,-95.2352 24.40379,-94.71318 25.05036,-94.57081 25.86446,-93.81152 25.60798,-92.67257 25.26513,-91.29635 25.17927,-89.54048 27.01175,-88.44899 27.18074,-87.21513 27.39161,-85.98128 26.96946,-83.84576 26.03515,-83.22883 25.43668,-82.6119 25.39381,-83.08646 26.33325,-84.32032 27.30731,-85.12707 27.51795,-85.98128 27.89607,-86.12364 28.48166,-86.64566 29.10548,-87.26259 29.56057,-88.16425 28.89795,-88.87609 28.60672,-89.82521 28.60672,-90.72688 28.56505,-91.43872 28.73163,-91.15398 28.27289,-92.05565 28.02183,-92.76749 28.02183,-93.76406 28.14743,-94.85555 28.14743,-95.47248 27.77018,-95.89958 27.34947,-96.08941 26.8425,-95.99449 26.07778,-95.99449 25.35093,-96.27923 24.83521,-96.65888 24.83521,-96.8487 23.92752))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Porites"
 ]
}

 The dataset includes 489 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003136-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gqtxa7
title: Occurrence Download

description: A dataset containing 5391 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "TaxonKey is Spheniscus humboldti"
 ]
}

 The dataset includes 5391 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003137-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ytvmhy
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Corumbataia lucianoi)",
 "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/0003138-250920141307145/datasets/export for details.
DOI: 10.15468/dl.vjtpz2
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cyanochen cyanoptera",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003140-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w28guc
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cyanochen cyanoptera",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 15 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003139-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fgq3pu
title: Occurrence Download

description: A dataset containing 2228 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Leersia hexandra",
 "Year is less than or equal to 2000",
 "Year is greater than or equal to 1970",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 2228 records from 158 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003141-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tthr43
title: Occurrence Download

description: A dataset containing 271207 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Material sample, Specimen, Fossil, Living Specimen)",
 "DatasetKey is Naturalis Biodiversity Center (NL) - Hymenoptera",
 "License is one of (CC-BY 4.0, CC0 1.0)",
 "OccurrenceStatus is Present",
 "TaxonKey is Apidae"
 ]
}

 The dataset includes 271207 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003123-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q8eqq7
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Grundulus cochae)",
 "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 11 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003143-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2q2h7m
title: Occurrence Download

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

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003144-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dk4jca
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cygnus buccinator",
 "Country is Germany",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003145-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4uuguf
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003146-250920141307145/datasets/export for details.
DOI: 10.5281/zenodo.17171763
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. Grounded 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 not only across cognition but also through rhythm and physiology.

 

Applications span education, medicine, politics, relationships, AI communication, and coma states — where emotionally charged words trigger measurable biological responses even without conscious awareness. A key contribution is the AI Framing Cycle, which demonstrates how fact anchoring, empathy phrasing, and liability disclaimers create a predictable rhythm in human–AI interaction — with 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 conclusion is clear: language is not passive description but architecture and rhythm — the medium through 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.wghpq5
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Enteromius huguenyi)",
 "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/0003147-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xg9d9d
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cygnus buccinator",
 "Country is United Arab Emirates",
 "HasCoordinate is true"
 ]
}

 The dataset includes 23 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003148-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.62xnam
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cygnus buccinator",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 44 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003149-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/13129237
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.jxeh4p
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cygnus melancoryphus",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 36 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003150-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mvaqcn
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cygnus melancoryphus",
 "Country is Germany",
 "HasCoordinate is true"
 ]
}

 The dataset includes 27 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003151-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w4ycx6
title: Occurrence Download

description: A dataset containing 603 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cygnus melancoryphus",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 603 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003153-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eupq7q
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Labeobarbus ansorgii)",
 "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/0003154-250920141307145/datasets/export for details.
DOI: 10.25625/cqfezv/i8hijq
title: IRMS_measurements.tab

description: Finnigan Delta Plus IRMS measurements of gasoline combustion CO2, charcoal combustion CO2, and background air CO2. Isotopic data is
reported on VSMOW2 scale for δ18O and VPDB scale for δ13C.
DOI: 10.25625/cqfezv/rqw6op
title: IRMS_mass_scans_Exp1A_AutoCO2.tab

description: Mass scans conducted with a Finnigan Delta Plus isotope ratio mass spectrometer.
DOI: 10.25625/cqfezv/iiajbc
title: TILDAS_measurements.tab

description: TILDAS measurements of gasoline combustion CO2, charcoal combustion CO2, and background air CO2. Isotopic data is reported on VSMOW2-SLAP2 scale.
DOI: 10.5281/zenodo.17171802
title: Turkish YouTube videos on thyroid surgery

description: Turkish YouTube videos on thyroid surgery
DOI: 10.5281/zenodo.17171803
title: Turkish YouTube videos on thyroid surgery

description: Turkish YouTube videos on thyroid surgery
DOI: 10.25625/cqfezv/w6zlj7
title: IRMS_mass_scans_Exp2A_AutoCO2.tab

description: Mass scans conducted with a Finnigan Delta Plus isotope ratio mass spectrometer.
DOI: 10.25625/cqfezv/fvmadt
title: IRMS_mass_scans_Exp3A_AutoCO2.tab

description: Mass scans conducted with a Finnigan Delta Plus isotope ratio mass spectrometer.
DOI: 10.25625/cqfezv/7qhugi
title: IRMS_mass_scans_Exp4A_HolzkohleCO2.tab

description: Mass scans conducted with a Finnigan Delta Plus isotope ratio mass spectrometer.
DOI: 10.25625/cqfezv/ka8av3
title: IRMS_mass_scans_Exp5A_HolzkohleCO2.tab

description: Mass scans conducted with a Finnigan Delta Plus isotope ratio mass spectrometer.
DOI: 10.25625/cqfezv/xxpruq
title: TILDAS_DataSheets.pdf

description: Data sheets of TILDAS measurements of gasoline combustion CO2, charcoal combustion CO2, and background air CO2.
DOI: 10.25625/cqfezv/glaysu
title: LICOR_data_BAExp1A_AutoCO2_P3.png

description: Data measured before the LI-COR LI-850 reached its operating temperature was excluded.
DOI: 10.15468/dl.67m7up
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003156-250920141307145/datasets/export for details.
DOI: 10.25625/cqfezv/sgjt8e
title: LICOR_data_BAExp2A_AutoCO2_P4.png

description: Data measured before the LI-COR LI-850 reached its operating temperature was excluded.
DOI: 10.25625/cqfezv/c2beze
title: LICOR_data_BAExp4A_HolzkohleCO2_P2.png

description: Data measured before the LI-COR LI-850 reached its operating temperature was excluded.
DOI: 10.25625/cqfezv/susn0s
title: LICOR_data_BAExp4A_HolzkohleCO2_P4.png

description: Data measured before the LI-COR LI-850 reached its operating temperature was excluded.
DOI: 10.25625/cqfezv/tzwrbl
title: LICOR_data_BAExp2A_AutoCO2_P3.png

description: Data measured before the LI-COR LI-850 reached its operating temperature was excluded.
DOI: 10.15468/dl.6vhtxr
title: Occurrence Download

description: A dataset containing 99 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cygnus melancoryphus",
 "Country is United Arab Emirates",
 "HasCoordinate is true"
 ]
}

 The dataset includes 99 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003157-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25625/cqfezv/lh1oaf
title: LICOR_data_BAExp1A_AutoCO2_P2.png

description: Data measured before the LI-COR LI-850 reached its operating temperature was excluded.
DOI: 10.25625/cqfezv/pxy4sv
title: LICOR_data_BAExp2A_AutoCO2_P1.png

description: Data measured before the LI-COR LI-850 reached its operating temperature was excluded.