cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.60502/soildata/hxqy0o
title: Projeto RADAMBRASIL: Folhas SC.24/25 Aracaju/Recife; Solos (volume 30)

description: Conjunto de dados públicos do solo originalmente obtidos do Sistema de Informação de Solos Brasileiros (SISB), construído e mantido pela Embrapa Solos (Rio de Janeiro) e Embrapa Informática Agropecuária (Campinas), referente ao 'Projeto Radambrasil: Folhas SC. 24/25 Aracaju/Recife; Solos (volume 30)'. Dados de localização espacial de observações do solo sem coordenadas espaciais foram completados usando dados produzidos por Cooper et al. (2005) e publicados no artigo 'A national soil profile database for Brazil available to international scientists' do Soil Science Society of America Journal, ou então usando os dados de localização descritiva para inferir sobre as coordenadas espaciais mais prováveis usando serviços de mapas online como o Google Maps e o Google Earth. Erros e inconsistências nos dados das coordenadas espaciais das observações foram corrigidos manualmente visualizando as respectivas observações no Google Maps. Nos casos em que dados sobre o sistema de coordenadas de referência não estava disponível, adotou-se o WGS 84 como datum padrão. Também foram corrigidos erros e inconsistências, e realizadas atualizações no nome do município e código da unidade federativa onde as observações foram realizadas. Dados do conteúdo de ferro apresentando valores discrepantes foram corrigidos depois de consultar o relatório do levantamento do solo onde originalmente foram publicados. A fim de preservar a conexão dos dados com o SISB, usa-se o mesmo código de identificação daquele sistema para o conjunto de dados, assim como o código de identificação de cada observação corresponde ao código do perfil do solo no SISB e o código das amostras corresponde ao código dos horizontes. Todas os demais dados são mantidos como dados adicionais para facilitar o reuso do conjunto de dados como um todo. Nenhum item técnico-científico do SISB e seu respectivo banco de dados que seja fruto da atividade intelectual, criativa, inovadora e inédita dos projetos conduzidos pela Embrapa foi ou é usado para organizar estruturalmente a presente versão do conjunto de dados. O emprego deste conjunto de dados para finalidades profissionais e/ou comerciais deve ser precedido pelo contato com a Embrapa.
DOI: 10.15468/dl.ht38b7
title: Occurrence Download

description: A dataset containing 989 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Bird and bat diversity in coffee agroforests in Arabica coffee’s native range"
 ]
}

 The dataset includes 989 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063889-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60502/soildata/e7z9ss
title: Projeto RADAMBRASIL: Folha SD.23 Brasília; Solos (volume 29)

description: Conjunto de dados públicos do solo originalmente obtidos do Sistema de Informação de Solos Brasileiros (SISB), construído e mantido pela Embrapa Solos (Rio de Janeiro) e Embrapa Informática Agropecuária (Campinas), referente ao levantamento exploratório 'Projeto Radambrasil: Folha SD. 23 Brasília; Solos (volume 29)'. Dados de localização espacial de observações do solo sem coordenadas espaciais foram completados usando dados produzidos por Cooper et al. (2005) e publicados no artigo 'A national soil profile database for Brazil available to international scientists' do Soil Science Society of America Journal, ou então usando os dados de localização descritiva para inferir sobre as coordenadas espaciais mais prováveis usando serviços de mapas online como o Google Maps e o Google Earth. Erros e inconsistências nos dados das coordenadas espaciais das observações foram corrigidos manualmente visualizando as respectivas observações no Google Maps. Nos casos em que dados sobre o sistema de coordenadas de referência não estava disponível, adotou-se o WGS 84 como datum padrão. Também foram corrigidos erros e inconsistências, e realizadas atualizações no nome do município e código da unidade federativa onde as observações foram realizadas. Dados do conteúdo de ferro apresentando valores discrepantes foram corrigidos depois de consultar o relatório do levantamento do solo onde originalmente foram publicados. A fim de preservar a conexão dos dados com o SISB, usa-se o mesmo código de identificação daquele sistema para o conjunto de dados, assim como o código de identificação de cada observação corresponde ao código do perfil do solo no SISB e o código das amostras corresponde ao código dos horizontes. Todas os demais dados são mantidos como dados adicionais para facilitar o reuso do conjunto de dados como um todo. Nenhum item técnico-científico do SISB e seu respectivo banco de dados que seja fruto da atividade intelectual, criativa, inovadora e inédita dos projetos conduzidos pela Embrapa foi ou é usado para organizar estruturalmente a presente versão do conjunto de dados. O emprego deste conjunto de dados para finalidades profissionais e/ou comerciais deve ser precedido pelo contato com a Embrapa.
DOI: 10.15468/dl.6nua45
title: Occurrence Download

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

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004192-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.89mk5z
title: Occurrence Download

description: A dataset containing 25339 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 one of (Euphorbia heterophylla)"
 ]
}

 The dataset includes 25339 records from 553 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004191-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2yc6fs
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trichoglossus haematodus",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 29 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004194-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fga8vv
title: Occurrence Download

description: A dataset containing 42790 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "OccurrenceStatus is Present",
 "TaxonKey is Anas platyrhynchos"
 ]
}

 The dataset includes 42790 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004193-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dghqx5
title: Occurrence Download

description: A dataset containing 236213 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is Viet Nam",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 236213 records from 404 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004129-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rw32up
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trichoglossus haematodus",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004196-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vgykug
title: Occurrence Download

description: A dataset containing 2837 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trichoglossus haematodus",
 "Country is Singapore",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2837 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004195-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17173217
title: An Analysis of Why AI Projects Fail to Deliver Value - Dataset

description: # README for AI Project Failure Study Data Package


This data package accompanies the study *"An Analysis of Why AI Projects Fail to Deliver Value"*.  

It contains anonymized and processed datasets to support transparency and reproducibility.


## Contents


1. `meta_analysis_dataset.csv`  

   - Data extracted and coded from 65 published AI project reports.  

   - Includes project outcomes, ROI, failure factors, and sector information.  


2. `survey_dataset_anonymized.csv`  

   - Anonymized dataset of 120 practitioner survey responses.  

   - Captures organizational readiness, domain expertise use, governance, ROI tracking, and project outcomes.  


3. `codebook.md`  

   - Provides definitions and coding details for all variables in the datasets.  


## Usage Notes


- The datasets are anonymized and stripped of identifying information.  

- They are intended for academic research and may not reflect the full complexity of raw case studies or interviews.  

- Please cite the associated paper when reusing these datasets.  


## Citation


If you use this dataset, please cite:  

More, R. (2025). *An Analysis of Why AI Projects Fail to Deliver Value*. (Data package).
DOI: 10.5281/zenodo.17173218
title: An Analysis of Why AI Projects Fail to Deliver Value - Dataset

description: # README for AI Project Failure Study Data Package


This data package accompanies the study *"An Analysis of Why AI Projects Fail to Deliver Value"*.  

It contains anonymized and processed datasets to support transparency and reproducibility.


## Contents


1. `meta_analysis_dataset.csv`  

   - Data extracted and coded from 65 published AI project reports.  

   - Includes project outcomes, ROI, failure factors, and sector information.  


2. `survey_dataset_anonymized.csv`  

   - Anonymized dataset of 120 practitioner survey responses.  

   - Captures organizational readiness, domain expertise use, governance, ROI tracking, and project outcomes.  


3. `codebook.md`  

   - Provides definitions and coding details for all variables in the datasets.  


## Usage Notes


- The datasets are anonymized and stripped of identifying information.  

- They are intended for academic research and may not reflect the full complexity of raw case studies or interviews.  

- Please cite the associated paper when reusing these datasets.  


## Citation


If you use this dataset, please cite:  

More, R. (2025). *An Analysis of Why AI Projects Fail to Deliver Value*. (Data package).
DOI: 10.15468/dl.g96usr
title: Occurrence Download

description: A dataset containing 27568 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 one of (Euphorbia hirta)"
 ]
}

 The dataset includes 27568 records from 569 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004197-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6zpw6d
title: Occurrence Download

description: A dataset containing 985 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year is greater than or equal to 2000",
 "CoordinateUncertaintyInMeters is less than 300",
 "TaxonKey is Aristotelia chilensis"
 ]
}

 The dataset includes 985 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004198-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vm8dj8
title: Occurrence Download

description: A dataset containing 126066 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 Poa pratensis",
 "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 126066 records from 455 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004165-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9pfsgp
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Clavaria coronilla G.W.Martin"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009706-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rb47t9
title: Occurrence Download

description: A dataset containing 1069 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Clematis orientalis L.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1069 records from 86 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079267-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s6e8gt
title: Occurrence Download

description: A dataset containing 354 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyrtochilum aureum (Lindl.) Senghas"
 ]
}

 The dataset includes 354 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0154611-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xinufh
title: Occurrence Download

description: A dataset containing 2496 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pistacia vera L."
 ]
}

 The dataset includes 2496 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009708-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8va82e
title: Occurrence Download

description: A dataset containing 3256 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cotoneaster coriaceus Franch."
 ]
}

 The dataset includes 3256 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0265848-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jsfdg6
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Begonia punbatuensis Kiew"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056619-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2lw7km
title: Occurrence Download

description: A dataset containing 11133 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Human Observation"
 ]
 },
 "Year 2009-2019",
 "Geometry POLYGON((-186.73422 -33.95917,-188.41236 -34.21187,-188.0691 -37.72958,-187.26817 -38.73319,-183.56862 -38.40518,-182.6342 -37.69941,-183.03467 -36.00576,-185.99049 -33.9908,-186.73422 -33.95917))",
 "TaxonKey is Todiramphus sanctus (Vigors & Horsfield, 1827)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 11133 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017283-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dk283p
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Blepharis diplodonta Vollesen"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056618-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wa93ea
title: Occurrence Download

description: A dataset containing 174 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Apodanthes caseariae Poit."
 ]
}

 The dataset includes 174 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0220945-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.iketzu
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pelophylax epeiroticus (Schneider, Sofianidou & Kyriakopoulou-Sklavounou, 1984)"
 ]
}

 The dataset includes 7 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017275-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yjyt2t
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "TaxonKey is Achondrostoma oligolepis (Robalo, Doadrio, Almada & Kottelat, 2005)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0220953-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u65fz9
title: Occurrence Download

description: A dataset containing 6345 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 Heliangelus strophianus (Gould, 1846)"
 ]
}

 The dataset includes 6345 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056620-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wg5vmn
title: Occurrence Download

description: A dataset containing 239 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Argania spinosa (L.) Skeels"
 ]
}

 The dataset includes 239 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017282-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3m2kg2
title: Occurrence Download

description: A dataset containing 283 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Blepharis edulis (Forssk.) Pers."
 ]
}

 The dataset includes 283 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056653-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b5a74p
title: Occurrence Download

description: A dataset containing 56988 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ginkgo biloba L."
 ]
}

 The dataset includes 56988 records from 488 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059619-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zjxfwk
title: Occurrence Download

description: A dataset containing 21224 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stigmaphyllon A.Juss."
 ]
}

 The dataset includes 21224 records from 274 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017276-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6xttnb
title: Occurrence Download

description: A dataset containing 640761 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Auriparus flaviceps (Sundevall, 1850)"
 ]
}

 The dataset includes 640761 records from 116 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0393461-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cjdh5g
title: Occurrence Download

description: A dataset containing 157 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhododendron kiyosumense (Makino) Makino"
 ]
}

 The dataset includes 157 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056629-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.0vgfuz
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Muntiacus feae (Thomas & Doria, 1889)"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017291-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ud5m6n
title: Occurrence Download

description: A dataset containing 8258 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Scutellaria galericulata L.",
 "MediaType is Image",
 "BasisOfRecord is Human Observation"
 ]
}

 The dataset includes 8258 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0409310-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.