cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.ssa44x
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Sclerophrys urunguensis"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016971-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g8zzx4
title: Occurrence Download

description: A dataset containing 182 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hakea verrucosa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 182 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016972-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17766341
title: R code and datasets to support "Stability and changes of global climate diversity by 2100"

description: After you download and unzip the '.rar' file, it contains three subfolders. The files included in each subfolder and their descriptions are as follows:

For the folder named 'code-R':All our R code is stored in the 'code-R' folder, which contains 11 R code files. You should first run the files 'step1-1-function-for-cd-dist.R' and 'step1-2-function-for-cd-combine-zones.R'. Next, run 'step1-3-cd-calculate.R'—in this code, you need to set the path for the supporting data files according to your own directory structure. After completing these steps, please run the step2-related code and step3-related code in sequence to generate the plots.

For the folder named 'data':We saved the scaled PCA factors for the five global regions (Extended Data Fig. 9 in the article) at a 2-arcminute resolution in the subfolder named 'p2_pca_scl'. This subfolder contains three '.tif' format files, which are the stacked raster files for the current period, SSP126 scenario, and SSP585 scenario, respectively. The climate diversity results for each of the eight moving windows are saved in the folder named 'p6_disc_merge' for each region. The folder named 'p6_disc_zones_txt' stores the processing files.

For the folder named 'stat-csv':We saved the statistical results used for plotting in this folder.
DOI: 10.5281/zenodo.16419365
title: R code and datasets to support "Stability and changes of global climate diversity by 2100"

description: After you download and unzip the '.rar' file, it contains three subfolders. The files included in each subfolder and their descriptions are as follows:

For the folder named 'code-R':All our R code is stored in the 'code-R' folder, which contains 11 R code files. You should first run the files 'step1-1-function-for-cd-dist.R' and 'step1-2-function-for-cd-combine-zones.R'. Next, run 'step1-3-cd-calculate.R'—in this code, you need to set the path for the supporting data files according to your own directory structure. After completing these steps, please run the step2-related code and step3-related code in sequence to generate the plots.

For the folder named 'data':We saved the scaled PCA factors for the five global regions (Extended Data Fig. 9 in the article) at a 2-arcminute resolution in the subfolder named 'p2_pca_scl'. This subfolder contains three '.tif' format files, which are the stacked raster files for the current period, SSP126 scenario, and SSP585 scenario, respectively. The climate diversity results for each of the eight moving windows are saved in the folder named 'p6_disc_merge' for each region. The folder named 'p6_disc_zones_txt' stores the processing files.

For the folder named 'stat-csv':We saved the statistical results used for plotting in this folder.
DOI: 10.15468/dl.9a6qg8
title: Occurrence Download

description: A dataset containing 134 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Chalcorana megalonesa"
 ]
}

 The dataset includes 134 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016974-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8escus
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pseudicyema nakaoi",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016973-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zm23cy
title: Occurrence Download

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

 The dataset includes 10 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016975-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rzuevc
title: Occurrence Download

description: A dataset containing 247876 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 2025-11-04",
 "EventDate is less than or equal to 2025-12-04",
 {
 "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)"
 ]
 }
 },
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 247876 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016956-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bacnxu
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ranoidea myola"
 ]
}

 The dataset includes 39 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016977-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.twxnq7
title: Occurrence Download

description: A dataset containing 61206 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Korea, Republic of",
 "Geometry POLYGON((129.4224 35.51234,129.35942 35.47279,129.33603 35.39655,129.34323 35.34814,129.27485 35.33493,129.24786 35.2806,129.22087 35.23799,129.19928 35.18801,129.1561 35.16447,129.10032 35.12916,129.06073 35.07028,128.97436 35.05555,128.8862 34.99514,128.82142 34.84908,129.24247 34.84169,129.48898 34.9509,129.61953 35.1168,129.63572 35.38423,129.52596 35.59374,129.4224 35.51234))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 61206 records from 110 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016945-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ybrtxv
title: Occurrence Download

description: A dataset containing 5423 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Halogeton glomeratus",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5423 records from 97 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016976-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dvc5ac
title: Occurrence Download

description: A dataset containing 67 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Espadarana durrellorum"
 ]
}

 The dataset includes 67 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016978-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4549hc
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ciliocincta akkeshiensis",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016979-251120083545085/datasets/export for details.
DOI: 10.6084/m9.figshare.30464594
title: The Role of Quality of Work Life, Perceived Organizational Support, Career Development in Preventing Quiet Quitting Among Gen Z and Millennials

description: A total of 200 respondents participated in this study, consisting of Generation Z and Millennial employees working in various industries across Indonesia. Data were collected through an online questionnaire distributed via Google Forms. The questionnaire used a five-point Likert scale (1 = strongly disagree to 5 = strongly agree) and contained 50 items representing four key constructs: Quiet Quitting, Quality of Work Life (QWL), Perceived Organizational Support (POS), and Career Development (CD). Most respondents were members of Generation Z, followed by Millennials. The majority were female, in their early to mid-twenties, and had a few years of work experience. Participants generally reported moderate income levels and were employed in diverse sectors such as manufacturing, services, education, finance, and creative industries. Although respondents were spread across different regions of Indonesia, many were based in Jakarta, highlighting the city’s position as a major employment center for young professionals. The diversity in respondents’ demographic backgrounds strengthens the reliability of this study’s findings by allowing a more comprehensive analysis of how workplace conditions influence quiet quitting behavior among young employees. The survey results provide insights into how employees view work quality, organizational support, and career development opportunities, as well as how these aspects affect their engagement at work. Overall, the collected data serve as an important for understanding how QWL, POS, and CD can help reduce the tendency for quiet quitting among Generation Z and Millennial employees in Indonesia.
DOI: 10.6084/m9.figshare.30464594.v3
title: The Role of Quality of Work Life, Perceived Organizational Support, Career Development in Preventing Quiet Quitting Among Gen Z and Millennials

description: A total of 200 respondents participated in this study, consisting of Generation Z and Millennial employees working in various industries across Indonesia. Data were collected through an online questionnaire distributed via Google Forms. The questionnaire used a five-point Likert scale (1 = strongly disagree to 5 = strongly agree) and contained 50 items representing four key constructs: Quiet Quitting, Quality of Work Life (QWL), Perceived Organizational Support (POS), and Career Development (CD). Most respondents were members of Generation Z, followed by Millennials. The majority were female, in their early to mid-twenties, and had a few years of work experience. Participants generally reported moderate income levels and were employed in diverse sectors such as manufacturing, services, education, finance, and creative industries. Although respondents were spread across different regions of Indonesia, many were based in Jakarta, highlighting the city’s position as a major employment center for young professionals. The diversity in respondents’ demographic backgrounds strengthens the reliability of this study’s findings by allowing a more comprehensive analysis of how workplace conditions influence quiet quitting behavior among young employees. The survey results provide insights into how employees view work quality, organizational support, and career development opportunities, as well as how these aspects affect their engagement at work. Overall, the collected data serve as an important for understanding how QWL, POS, and CD can help reduce the tendency for quiet quitting among Generation Z and Millennial employees in Indonesia.
DOI: 10.6084/m9.figshare.30464594.v4
title: The Role of Quality of Work Life, Perceived Organizational Support, Career Development in Preventing Quiet Quitting Among Gen Z and Millennials

description: A total of 200 respondents participated in this study, consisting of Generation Z and Millennial employees working in various industries across Indonesia. Data were collected through an online questionnaire distributed via Google Forms. The questionnaire used a five-point Likert scale (1 = strongly disagree to 5 = strongly agree) and contained 50 items representing four key constructs: Quiet Quitting, Quality of Work Life (QWL), Perceived Organizational Support (POS), and Career Development (CD). Most respondents were members of Generation Z, followed by Millennials. The majority were female, in their early to mid-twenties, and had a few years of work experience. Participants generally reported moderate income levels and were employed in diverse sectors such as manufacturing, services, education, finance, and creative industries. Although respondents were spread across different regions of Indonesia, many were based in Jakarta, highlighting the city’s position as a major employment center for young professionals. The diversity in respondents’ demographic backgrounds strengthens the reliability of this study’s findings by allowing a more comprehensive analysis of how workplace conditions influence quiet quitting behavior among young employees. The survey results provide insights into how employees view work quality, organizational support, and career development opportunities, as well as how these aspects affect their engagement at work. Overall, the collected data serve as an important for understanding how QWL, POS, and CD can help reduce the tendency for quiet quitting among Generation Z and Millennial employees in Indonesia.
DOI: 10.15468/dl.8fz628
title: Occurrence Download

description: A dataset containing 5881 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hedysarum boreale",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5881 records from 119 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016980-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d9w48z
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ciliocincta sabellariae",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 9 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016981-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sgxd47
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Boana beckeri"
 ]
}

 The dataset includes 7 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016982-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8xvcg9
title: Occurrence Download

description: A dataset containing 201 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Boana lundii"
 ]
}

 The dataset includes 201 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016983-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pre4n7
title: Occurrence Download

description: A dataset containing 2522 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hedeoma hispida",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2522 records from 106 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016984-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8jwa6s
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Stoecharthrum burresoni",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016985-251120083545085/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/13926781
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.ukyga4
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Liurana alpina"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016988-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ync6t6
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Stoecharthrum fosterae",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016989-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gr9de9
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Hynobius fucus"
 ]
}

 The dataset includes 28 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016990-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xty2hv
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Sclerophrys kassasii"
 ]
}

 The dataset includes 11 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016991-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17765766
title: MDCA Visual Diagram Pack v1.0

description: The MDCA Visual Diagram Pack v1.0 is a curated set of 11 high-quality diagrams illustrating the Multi-Domain Cognitive Architecture (MDCA). This dataset includes structural, temporal, cognitive, and applied diagrams used within MDCA, TCA, and the Apeiron OS design.

All diagrams follow a unified style, colour palette, and versioning system. Included: 11 PNG diagrams + full index and README (md).

📘 LICENSING & COMMERCIAL USE NOTICE

This work is released under a dual-licensing model:

✔ Academic/Open Use: CC-BY 4.0  ✔ Commercial/Enterprise Use: Requires explicit licensing agreement

Commercial use of this framework (including AI systems, softwareimplementations, LLM architectures, cognitive engineering projects,enterprise tools, or derivative commercial products) is NOT permittedwithout written permission from the author.

For commercial licensing or institutional agreements:📧 richie.weir@outlook.com
DOI: 10.5281/zenodo.17765767
title: MDCA Visual Diagram Pack v1.0

description: The MDCA Visual Diagram Pack v1.0 is a curated set of 11 high-quality diagrams illustrating the Multi-Domain Cognitive Architecture (MDCA). This dataset includes structural, temporal, cognitive, and applied diagrams used within MDCA, TCA, and the Apeiron OS design.

All diagrams follow a unified style, colour palette, and versioning system. Included: 11 PNG diagrams + full index and README (md).

📘 LICENSING & COMMERCIAL USE NOTICE

This work is released under a dual-licensing model:

✔ Academic/Open Use: CC-BY 4.0  ✔ Commercial/Enterprise Use: Requires explicit licensing agreement

Commercial use of this framework (including AI systems, softwareimplementations, LLM architectures, cognitive engineering projects,enterprise tools, or derivative commercial products) is NOT permittedwithout written permission from the author.

For commercial licensing or institutional agreements:📧 richie.weir@outlook.com
DOI: 10.15468/dl.ym9kbd
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dicyemodeca anthinocephalum",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016992-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zhbvaw
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nymphargus ocellatus"
 ]
}

 The dataset includes 7 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016993-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6w7f7z
title: Occurrence Download

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

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016994-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.