cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17787731
title: EO4FLOOD - EO dataset for Hydrology

description: The EO4FLOOD project (https://eo4flood.org/) aims to demonstrate the maturity and effectiveness of cutting-edge satellite observations for enhancing flood forecasting systems. By leveraging advanced satellite technologies and state-of-the-art algorithms, the project improves the accuracy and timeliness of hydrological and hydraulic models, leading to more reliable and precise flood predictions.

This repository provides the Advanced Open Earth Observation Dataset (EO4FLOOD dataset), built from the latest products of both ESA and non-ESA satellite missions. The dataset includes nine basins with high spatial and temporal resolution satellite data and is designed to support research and operational applications in flood monitoring and forecasting.

A comprehensive description of the dataset, including its processing workflow, methodological framework, and technical specifications, is provided in the official project documentation, ATBD and PSD. These documents will be made available on the project website, allowing users to verify the dataset structure, assumptions, and implementation details directly from the project materials.
DOI: 10.5281/zenodo.17787732
title: EO4FLOOD - EO dataset for Hydrology

description: The EO4FLOOD project (https://eo4flood.org/) aims to demonstrate the maturity and effectiveness of cutting-edge satellite observations for enhancing flood forecasting systems. By leveraging advanced satellite technologies and state-of-the-art algorithms, the project improves the accuracy and timeliness of hydrological and hydraulic models, leading to more reliable and precise flood predictions.

This repository provides the Advanced Open Earth Observation Dataset (EO4FLOOD dataset), built from the latest products of both ESA and non-ESA satellite missions. The dataset includes nine basins with high spatial and temporal resolution satellite data and is designed to support research and operational applications in flood monitoring and forecasting.

A comprehensive description of the dataset, including its processing workflow, methodological framework, and technical specifications, is provided in the official project documentation, ATBD and PSD. These documents will be made available on the project website, allowing users to verify the dataset structure, assumptions, and implementation details directly from the project materials.
DOI: 10.15468/dl.s0ykyt
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033589-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xbt7wh
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Indigofera mangokyensis R.Vig."
 ]
}

 The dataset includes 53 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032306-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qtm6pc
title: Occurrence Download

description: A dataset containing 464611401 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "DatasetKey is EOD – eBird Observation Dataset",
 "Year 1991-2021"
 ]
}

 The dataset includes 464611401 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0235296-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w4sxdo
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044877-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11635992
title: AI concepts relevant for AI and e-commerce/retail secors

description: INAIR (Increasing the Uptake of AI in Retail) is a Coordination and Support Action funded by the European Union'’s Horizon Europe Research and Innovation programme - Grant Agreement No. 101133847. The project aims to contribute to reducing the AI skills gap of European MSMEs in Retail, to let them exploit the potential of AI for greening their businesses, support their competitiveness in the global market and ultimately contribute to reaching the digital decade target of 75%+ European companies adopting AI technologies by 2030. 

These datasets contain AI concepts identified from scientific literature as part of the INAIR Horizon Europe project. It includes keywords for skills and knowledge relevant to AI in the retail and e-commerce sectors. The data supports qualitative and quantitative analyses by providing detailed references to articles discussing each concept. This resource aims to facilitate further research and understanding of the AI-related skills and technologies impacting the retail and e-commerce industries.

In our data retrieval process, we used the Scopus API to systematically extract the relevant publications. We collected a diverse range of publications from the database, including conference proceedings, book chapters, and other materials. To ensure the reliability of our analysis, we refined our focus exclusively to peer-reviewed articles, specifically limiting our scope to the categories of articles and reviews. 

The keywords combinations we used were:  

TITLE-ABS-KEY ( X AND Y ) AND PUBYEAR > 2017 AND PUBYEAR < 2025

Where: X=['sales', 'retail', 'e-commerce'], Y=['AI', 'artificial intelligence']. These keywords were scrutinized within titles, abstracts, author keywords, and ‘topics’ as delineated by the platform.



`concepts_unique.xlsx` lists unique concepts

`concepts_master.xlsx` is a master file referencing all articles mentioning each given concept.


The former file allows for browsing skills and knowledge concepts, while the latter serves as a reference to works addressing each concept and enables quantitative analysis, such as identifying the most frequently mentioned concepts.

 
description: Disclaimer: This project received funding from the European Union's Horizon Europe Research and Innovation programme - Grant Agreement No. 101133847. Views and opinions expressed are those of the author(s) only and do not necessarily reflect those of the European Union or the European Health and Digital Executive Agency (HADEA). Neither the European Union nor the granting authority can be held responsible for them.
DOI: 10.5281/zenodo.11635993
title: AI concepts relevant for AI and e-commerce/retail secors

description: INAIR (Increasing the Uptake of AI in Retail) is a Coordination and Support Action funded by the European Union'’s Horizon Europe Research and Innovation programme - Grant Agreement No. 101133847. The project aims to contribute to reducing the AI skills gap of European MSMEs in Retail, to let them exploit the potential of AI for greening their businesses, support their competitiveness in the global market and ultimately contribute to reaching the digital decade target of 75%+ European companies adopting AI technologies by 2030. 

These datasets contain AI concepts identified from scientific literature as part of the INAIR Horizon Europe project. It includes keywords for skills and knowledge relevant to AI in the retail and e-commerce sectors. The data supports qualitative and quantitative analyses by providing detailed references to articles discussing each concept. This resource aims to facilitate further research and understanding of the AI-related skills and technologies impacting the retail and e-commerce industries.

In our data retrieval process, we used the Scopus API to systematically extract the relevant publications. We collected a diverse range of publications from the database, including conference proceedings, book chapters, and other materials. To ensure the reliability of our analysis, we refined our focus exclusively to peer-reviewed articles, specifically limiting our scope to the categories of articles and reviews. 

The keywords combinations we used were:  

TITLE-ABS-KEY ( X AND Y ) AND PUBYEAR > 2017 AND PUBYEAR < 2025

Where: X=['sales', 'retail', 'e-commerce'], Y=['AI', 'artificial intelligence']. These keywords were scrutinized within titles, abstracts, author keywords, and ‘topics’ as delineated by the platform.



`concepts_unique.xlsx` lists unique concepts

`concepts_master.xlsx` is a master file referencing all articles mentioning each given concept.


The former file allows for browsing skills and knowledge concepts, while the latter serves as a reference to works addressing each concept and enables quantitative analysis, such as identifying the most frequently mentioned concepts.

 
description: Disclaimer: This project received funding from the European Union's Horizon Europe Research and Innovation programme - Grant Agreement No. 101133847. Views and opinions expressed are those of the author(s) only and do not necessarily reflect those of the European Union or the European Health and Digital Executive Agency (HADEA). Neither the European Union nor the granting authority can be held responsible for them.
DOI: 10.15468/dl.7ey5pj
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054438-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.55j8nh
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Indigofera manyoniensis Baker f."
 ]
}

 The dataset includes 24 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032314-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60893/figshare.jcp.25901767
title: Supplementary information

description: Force field parameters
DOI: 10.15468/dl.srpy92
title: Occurrence Download

description: A dataset containing 5954199 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is China"
 ]
}

 The dataset includes 5954199 records from 3197 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0311247-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/cc71z29
title: CCDC 210430: Experimental Crystal Structure Determination

description: Related Article: M.C.Torralba, P.Ovejero, M.J.Mayoral, M.Cano, J.A.Campo, J.V.Heras, E.Pinilla, M.R.Torres|2004|Helv.Chim.Acta|87|250|doi:10.1002/hlca.200490012
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc6ml3h
title: CCDC 197566: Experimental Crystal Structure Determination

description: Related Article: Kwanghee Koh Park, Hyun Joo Lee, Eun Hee Kim, Sung Kwon Kang|2003|J.Photochem.Photobiol.A:Chem.|159|17|doi:10.1016/S1010-6030(03)00113-8
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc7hxn8
title: CCDC 223840: Experimental Crystal Structure Determination

description: Related Article: O.D.Gupta, B.Twamley, J.M.Shreeve|2004|Tetrahedron Lett.|45|1733|doi:10.1016/j.tetlet.2003.12.090
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc7j383
title: CCDC 224014: Experimental Crystal Structure Determination

description: Related Article: H.Oshida, A.Ishii, J.Nakayama|2004|Tetrahedron Lett.|45|1331|doi:10.1016/j.tetlet.2003.12.064
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc7fsn2
title: CCDC 221794: Experimental Crystal Structure Determination

description: Related Article: N.K.Sharma, K.N.Ganesh|2004|Tetrahedron Lett.|45|1403|doi:10.1016/j.tetlet.2003.12.072
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc7j394
title: CCDC 224015: Experimental Crystal Structure Determination

description: Related Article: H.Oshida, A.Ishii, J.Nakayama|2004|Tetrahedron Lett.|45|1331|doi:10.1016/j.tetlet.2003.12.064
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc7czj2
title: CCDC 220054: Experimental Crystal Structure Determination

description: Related Article: M.Quai, S.Frattini, U.Vendrame, M.Mondoni, S.Dossena, E.Cereda|2004|Tetrahedron Lett.|45|1413|doi:10.1016/j.tetlet.2003.12.059
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc7drw7
title: CCDC 220809: Experimental Crystal Structure Determination

description: Related Article: Y.Aoyagi, Ming-Yu Gui, Yong-Ri Jin, Xu-Wen Li, T.Noguchi, H.Fukaya, T.Hasuda, K.Takeya|2004|Tetrahedron Lett.|45|1421|doi:10.1016/j.tetlet.2003.12.041
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc6qbpx
title: CCDC 200219: Experimental Crystal Structure Determination

description: Related Article: E.Caballero, D.Alonso, R.Pelaez, C.Alvarez, P.Puebla, F.Sanz, M.Medarde, F.Tome|2004|Tetrahedron Lett.|45|1631|doi:10.1016/j.tetlet.2003.12.118
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc7d83z
title: CCDC 220320: Experimental Crystal Structure Determination

description: Related Article: Zhongquan Liu, Rui Li, Desuo Yang, Longmin Wu|2004|Tetrahedron Lett.|45|1565|doi:10.1016/j.tetlet.2003.11.084
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.6ef2fx
title: Occurrence Download

description: A dataset containing 28310 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 (Globularia nudicaulis)"
 ]
}

 The dataset includes 28310 records from 195 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018690-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/cc7l5qp
title: CCDC 226012: Experimental Crystal Structure Determination

description: Related Article: V.Singh, D.K.Tosh, S.M.Mobin|2004|Tetrahedron Lett.|45|1729|doi:10.1016/j.tetlet.2003.12.095
description: Related Article: V.Singh, S.Pal, D.K.Tosh, S.M.Mobin|2007|Tetrahedron|63|2446|doi:10.1016/j.tet.2007.01.006
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc7459t
title: CCDC 212545: Experimental Crystal Structure Determination

description: Related Article: Yu-Jang Li, Pei-Ting Lee, Chuen-Mei Yang, Yuan-Kang Chang, Ying-Chieh Weng, Yi-Hung Liu|2004|Tetrahedron Lett.|45|1865|doi:10.1016/j.tetlet.2004.01.013
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc7hf26
title: CCDC 223357: Experimental Crystal Structure Determination

description: Related Article: Dong-Mei Cui, Chen Zhang, M.Kawamura, S.Shimada|2004|Tetrahedron Lett.|45|1741|doi:10.1016/j.tetlet.2003.12.085
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc745bv
title: CCDC 212546: Experimental Crystal Structure Determination

description: Related Article: Yu-Jang Li, Pei-Ting Lee, Chuen-Mei Yang, Yuan-Kang Chang, Ying-Chieh Weng, Yi-Hung Liu|2004|Tetrahedron Lett.|45|1865|doi:10.1016/j.tetlet.2004.01.013
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc745cw
title: CCDC 212547: Experimental Crystal Structure Determination

description: Related Article: Yu-Jang Li, Pei-Ting Lee, Chuen-Mei Yang, Yuan-Kang Chang, Ying-Chieh Weng, Yi-Hung Liu|2004|Tetrahedron Lett.|45|1865|doi:10.1016/j.tetlet.2004.01.013
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc7mfx5
title: CCDC 227227: Experimental Crystal Structure Determination

description: Related Article: K.Agoston, A.Geyer|2004|Tetrahedron Lett.|45|1895|doi:10.1016/j.tetlet.2004.01.016
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc7mfy6
title: CCDC 227228: Experimental Crystal Structure Determination

description: Related Article: K.Agoston, A.Geyer|2004|Tetrahedron Lett.|45|1895|doi:10.1016/j.tetlet.2004.01.016
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc7hs1j
title: CCDC 223697: Experimental Crystal Structure Determination

description: Related Article: F.Leroux, M.Maurin, N.Nicod, R.Scopelliti|2004|Tetrahedron Lett.|45|1899|doi:10.1016/j.tetlet.2004.01.018
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc7jy2r
title: CCDC 224814: Experimental Crystal Structure Determination

description: Related Article: M.Scheibitz, J.W.Bats, M.Bolte, H.-W.Lerner, M.Wagner|2004|Organometallics|23|940|doi:10.1021/om034353t
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.