cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.ng9q6y
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dactyloctenium scindicum",
 "Country is Mexico",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008543-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2qkpng
title: Occurrence Download

description: A dataset containing 2 records in GBIF matching the query:
SELECT
 kingdom,
 kingdomkey,
 phylum,
 phylumkey,
 class,
 classkey,
 "order",
 orderkey,
 family,
 familykey,
 genus,
 genuskey,
 species,
 specieskey,
 countrycode countrycode,
 IF(ISNULL(kingdomkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY kingdomkey, countrycode)) kingdomcount,
 IF(ISNULL(phylumkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY phylumkey, countrycode)) phylumcount,
 IF(ISNULL(classkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY classkey, countrycode)) classcount,
 IF(ISNULL(orderkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY orderkey, countrycode)) ordercount,
 IF(ISNULL(familykey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY familykey, countrycode)) familycount,
 IF(ISNULL(genuskey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY genuskey, countrycode)) genuscount,
 COUNT(*) occurrences,
 MIN(GBIF_TEMPORALUNCERTAINTY(eventdate, eventtime)) mintemporaluncertainty,
 MIN(COALESCE(coordinateuncertaintyinmeters, 1000)) mincoordinateuncertaintyinmeters
FROM
 occurrence
WHERE
 occurrence.datasetkey = '7ddf754f-d193-4cc9-b351-99906754a03b'
 AND occurrence.hasgeospatialissues = FALSE
 AND NOT GBIF_STRINGARRAYCONTAINS(occurrence.issue, 'TAXON_MATCH_FUZZY', TRUE)
 AND (occurrence.distancefromcentroidinmeters &gt;= 2000.0 OR occurrence.distancefromcentroidinmeters IS NULL)
 AND NOT occurrence.basisofrecord IN ('FOSSIL_SPECIMEN', 'LIVING_SPECIMEN')
 AND occurrence.occurrencestatus = 'PRESENT'
 AND (occurrence.specieskey IS NOT NULL AND occurrence.hascoordinate = TRUE)
GROUP BY
 occurrence.kingdom,
 occurrence.kingdomkey,
 occurrence.phylum,
 occurrence.phylumkey,
 occurrence.class,
 occurrence.classkey,
 occurrence."order",
 occurrence.orderkey,
 occurrence.family,
 occurrence.familykey,
 occurrence.genus,
 occurrence.genuskey,
 occurrence.species,
 occurrence.specieskey,
 occurrence.countrycode

 The dataset's 2 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008535-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ynxjy3
title: Occurrence Download

description: A dataset containing 1 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 (Regulus ignicapilla)",
 "Country is one of (Bermuda, Canada, Greenland, Saint Pierre and Miquelon, United States of America)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032679-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wzfcyf
title: Occurrence Download

description: A dataset containing 569 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acritopappus longifolius"
 ]
}

 The dataset includes 569 records from 64 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032677-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mzf8p9
title: Occurrence Download

description: A dataset containing 14519 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hordeum murinum glaucum"
 ]
}

 The dataset includes 14519 records from 248 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032676-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nwutyt
title: Occurrence Download

description: A dataset containing 2588 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 (Regulus ignicapilla)",
 "Country is one of (Afghanistan, Armenia, Azerbaijan, Bahrain, Bangladesh, Bhutan, Brunei Darussalam, Cambodia, China, Cyprus, Georgia, Hong Kong, India, Indonesia, Iran (Islamic Republic of), Iraq, Israel, Japan, Jordan, Kazakhstan, Korea (Democratic People’s Republic of), Korea, Republic of, Kuwait, Kyrgyzstan, Lao People’s Democratic Republic, Lebanon, Macao, Malaysia, Maldives, Mongolia, Myanmar, Nepal, Oman, Pakistan, Palestine, State of, Philippines, Qatar, Saudi Arabia, Singapore, Sri Lanka, Syrian Arab Republic, Tajikistan, Thailand, Timor-Leste, Türkiye, Turkmenistan, United Arab Emirates, Uzbekistan, Viet Nam, Yemen)"
 ]
}

 The dataset includes 2588 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032678-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48366/r1432066
title: Enhanced Comparative Framework for AI Integration and Learning Mindset Research in Engineering Education

description: This table offers a comprehensive comparison of five key studies in engineering education that explore the use of generative AI tools or examine the role of learning mindsets. It consolidates detailed attributes such as research problems, methods, tools used (e.g., LLMs), theoretical frameworks, assessment strategies, educational levels, and contextual factors like language and country. The dataset is designed to aid meta-analysis, cross-study synthesis, and evidence-based decision-making in AI-enhanced pedagogy and student learning research.
DOI: 10.15468/dl.q2c9w3
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 (Regulus ignicapilla)",
 "Country is one of (Anguilla, Antigua and Barbuda, Argentina, Aruba, Bahamas, Barbados, Belize, Bolivia (Plurinational State of), Bonaire, Sint Eustatius and Saba, Bouvet Island, Brazil, Cayman Islands, Chile, Colombia, Costa Rica, Cuba, Curaçao, Dominica, Dominican Republic, Ecuador, El Salvador, Falkland Islands (Malvinas), French Guiana, Grenada, Guadeloupe, Guatemala, Guyana, Haiti, Honduras, Jamaica, Martinique, Mexico, Montserrat, Nicaragua, Panama, Paraguay, Peru, Puerto Rico, Saint Barthélemy, Saint Kitts and Nevis, Saint Lucia, Saint Martin (French part), Saint Vincent and the Grenadines, Sint Maarten (Dutch part), South Georgia and the South Sandwich Islands, Suriname, Trinidad and Tobago, Turks and Caicos Islands, Uruguay, Venezuela (Bolivarian Republic of), Virgin Islands (British), Virgin Islands (U.S.))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032680-250717081556266/datasets/export for details.
DOI: 10.5281/zenodo.15805956
title: Database literature review: Spatial modeling of Cultural Ecosystem Services from social-media data: Systematic review of operability, performance and ways forward / opportunities, limitations and ways forward

description: Description: 

This dataset includes the database extracted from the review of scientific literature (526 articles from Web of Science and Scopus) addressing the modeling of Cultural Ecosystem Services (CES) using social media data.

This database was used as a source of analysis in the article entitled: “Spatial modeling of Cultural Ecosystem Services from social-media data: Systematic review of operability, performance and ways forward / opportunities, limitations and ways forward,” currently under review.

 

Table 1. Table of contents of the dataset

 








Folder

 


format



Description





Database



Database_literature_review



.csv



This dataset provides detailed information extracted from the scientific articles included in the systematic literature review on the modeling of Cultural Ecosystem Services (CES) using social media data



 


Validacion_CES and variables groups



.csv



This dataset was  used to validate and standardize the classification of Cultural Ecosystem Services (CES) across all reviewed studies, despite differences in terminology and categorization among sources.



 


wos_scopus_bibliographic_data



.csv



This dataset contains the bibliographic database extracted from a systematic literature review, including 526 scientific articles sourced from Web of Science and Scopus.





Scripts



Join Scopus and WOS



.R



This script processes and merges bibliographic records exported from Scopus and Web of Science (WOS) 



 


Analisis review



.R



This script contains all the data processing steps, statistical analyses, and visualizations conducted for the systematic review on the modeling of Cultural Ecosystem Services (CES) using social media data








The Database_literature_review.csv database includes: 





Bibliographic details (authors, titles, DOI)




CES service types and classifications




Environmental variables used in models




Modeling approaches and performance metrics




Spatial coverage and study areas




Social media data sources and types




Ecosystem types analyzed
DOI: 10.5281/zenodo.15805957
title: Database literature review: Spatial modeling of Cultural Ecosystem Services from social-media data: Systematic review of operability, performance and ways forward / opportunities, limitations and ways forward

description: Description: 

This dataset includes the database extracted from the review of scientific literature (526 articles from Web of Science and Scopus) addressing the modeling of Cultural Ecosystem Services (CES) using social media data.

This database was used as a source of analysis in the article entitled: “Spatial modeling of Cultural Ecosystem Services from social-media data: Systematic review of operability, performance and ways forward / opportunities, limitations and ways forward,” currently under review.

 

Table 1. Table of contents of the dataset

 








Folder

 


format



Description





Database



Database_literature_review



.csv



This dataset provides detailed information extracted from the scientific articles included in the systematic literature review on the modeling of Cultural Ecosystem Services (CES) using social media data



 


Validacion_CES and variables groups



.csv



This dataset was  used to validate and standardize the classification of Cultural Ecosystem Services (CES) across all reviewed studies, despite differences in terminology and categorization among sources.



 


wos_scopus_bibliographic_data



.csv



This dataset contains the bibliographic database extracted from a systematic literature review, including 526 scientific articles sourced from Web of Science and Scopus.





Scripts



Join Scopus and WOS



.R



This script processes and merges bibliographic records exported from Scopus and Web of Science (WOS) 



 


Analisis review



.R



This script contains all the data processing steps, statistical analyses, and visualizations conducted for the systematic review on the modeling of Cultural Ecosystem Services (CES) using social media data








The Database_literature_review.csv database includes: 





Bibliographic details (authors, titles, DOI)




CES service types and classifications




Environmental variables used in models




Modeling approaches and performance metrics




Spatial coverage and study areas




Social media data sources and types




Ecosystem types analyzed
DOI: 10.23728/b2share.b14931584b09486d91b011ace05a697e
title: Interview Schedule and Oral Consent Form

description: Interview Schedule with Oral Consent Form Script
DOI: 10.15468/dl.ptw97j
title: Occurrence Download

description: A dataset containing 6705 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Apodemus uralensis"
 ]
}

 The dataset includes 6705 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032681-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.58dkeh
title: Occurrence Download

description: A dataset containing 514 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Medicago sativa",
 "Country is Estonia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 514 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032683-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rezqce
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eleusine indica",
 "Country is Slovenia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032682-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5bmyxb
title: Occurrence Download

description: A dataset containing 348 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Coptosperma graveolens",
 "HasCoordinate is true",
 "Geometry POLYGON ((-17.66889 -35.11691, 51.34702 -35.11691, 51.34702 37.62, -17.66889 37.62, -17.66889 -35.11691))"
 ]
}

 The dataset includes 348 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032684-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/t7se5f
title: Replication Data for: Mapping News Geography: A Computational Framework for Classifying Local Media Through Geographic Coverage Patterns

description: This is replication data for "Mapping News Geography: A Computational Framework for Classifying Local Media Through Geographic Coverage Patterns". Instructions for usage and code can be found at the following GitHub repository: https://github.com/simonabisiani/geographic-local-media-classifier
DOI: 10.15468/dl.hcukxf
title: Occurrence Download

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

 The dataset includes 9 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032685-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16354529
title: Experimental data for the 20 degree swept wing

description: These files contain the raw data set and some of the analyzed results from the 20 degrees of sweep (S20) model experimentsThere are documentation files explaining the parameters.

NASTRAN FE models are also included
DOI: 10.5281/zenodo.16354530
title: Experimental data for the 20 degree swept wing

description: These files contain the raw data set and some of the analyzed results from the 20 degrees of sweep (S20) model experimentsThere are documentation files explaining the parameters.

NASTRAN FE models are also included
DOI: 10.15468/dl.3fphrs
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eleusine indica",
 "Country is Solomon Islands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 18 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032686-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17608/k6.auckland.29622650
title: Wellbeing and school gardens: Codes for student interview and observation data

description: This research looks at how school gardens and gardening impacts children's social, psychological and behavioural wellbeing in Aotearoa New Zealand. We interviewed 77 students in year levels 1 to 6 regarding their social, psychological, and behavioural experiences in the school garden and classroom settings. Observations were also conducted of students with their garden teacher in the garden setting, and with their classroom teacher in the classroom setting. These tables show the codes used in the analysis of student interview and observation data, including the code counts.
DOI: 10.17608/k6.auckland.29622650.v1
title: Wellbeing and school gardens: Codes for student interview and observation data

description: This research looks at how school gardens and gardening impacts children's social, psychological and behavioural wellbeing in Aotearoa New Zealand. We interviewed 77 students in year levels 1 to 6 regarding their social, psychological, and behavioural experiences in the school garden and classroom settings. Observations were also conducted of students with their garden teacher in the garden setting, and with their classroom teacher in the classroom setting. These tables show the codes used in the analysis of student interview and observation data, including the code counts.
DOI: 10.15468/dl.8yf8rc
title: Occurrence Download

description: A dataset containing 387501 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Robinia pseudoacacia"
 ]
}

 The dataset includes 387501 records from 3111 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032564-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8qgekx
title: Occurrence Download

description: A dataset containing 10856 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Arthropoda",
 "DatasetKey is Isle of Man wildlife records from 01/01/2000 to 13/02/2017",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-25.03991 31.75, 41.65954 31.75, 41.65954 71.53037, -25.03991 71.53037, -25.03991 31.75))"
 ]
}

 The dataset includes 10856 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0218016-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nxudu9
title: Occurrence Download

description: A dataset containing 73 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Morelia amethistina (Schneider, 1801))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 73 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024547-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112019814
title: Cuneiform Tablet 1913.14.0257, Spurlock 1913.14.0257

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.0257; CDLI P420639 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Moderate Yellowish Pink (5YR 7/4) ❧ [Physical Object Note:] 4.5 x 4.3 x 1.5 cm (66g) ❧ [Physical Object Note:] Seal impressions
DOI: 10.15468/dl.xyxt8r
title: Occurrence Download

description: A dataset containing 1508 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 {
 "or" : [
 "Country is Japan",
 "Country is China"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Lonicera japonica Thunb.",
 "Year 1950-2022"
 ]
}

 The dataset includes 1508 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0354988-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112045997
title: Cuneiform Tablet 1913.14.0221, Spurlock 1913.14.0221

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.0221; CDLI P420603 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish Gray (10YR 8.5/2) ❧ [Physical Object Note:] 3.4 x 3 x 2,1 cm (25g) ❧ [Physical Object Note:] Seal impressions
DOI: 10.15468/dl.4zhqc4
title: Occurrence Download

description: A dataset containing 4331 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Aspidoscelis tesselatus (Say, 1822))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4331 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022238-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5bfue8
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Arthropoda",
 "DatasetKey is NSG Dellwiger Wald, Dortmund",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-25.03991 31.75, 41.65954 31.75, 41.65954 71.53037, -25.03991 71.53037, -25.03991 31.75))"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0218028-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112046084
title: Cuneiform Tablet 1913.14.0221, Spurlock 1913.14.0221

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.0221; CDLI P420603 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish Gray (10YR 8.5/2) ❧ [Physical Object Note:] 3.4 x 3 x 2,1 cm (25g) ❧ [Physical Object Note:] Seal impressions
DOI: 10.15468/dl.jexwgy
title: Occurrence Download

description: A dataset containing 200 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Xenodon pulcher (Jan, 1863))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 200 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024673-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.