cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.kcrv79
title: Occurrence Download

description: A dataset containing 109 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-75.6007 6.20017,-75.60367 6.19818,-75.60956 6.19923,-75.62133 6.19616,-75.62949 6.19628,-75.62713 6.18837,-75.62832 6.18877,-75.63705 6.1803,-75.6344 6.17653,-75.63597 6.1742,-75.6435 6.17149,-75.64773 6.17164,-75.64542 6.16549,-75.63633 6.16424,-75.63561 6.16215,-75.63212 6.16077,-75.62557 6.16096,-75.62551 6.15356,-75.60507 6.16323,-75.6018 6.17069,-75.59325 6.1774,-75.58361 6.18844,-75.58099 6.19672,-75.58357 6.19577,-75.58746 6.19693,-75.59147 6.19309,-75.59222 6.19658,-75.6007 6.20017))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Mammalia"
 ]
}

 The dataset includes 109 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0116031-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.0bjj4n
title: Occurrence Download

description: A dataset containing 385 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Saurodactylus Fitzinger, 1843"
 ]
}

 The dataset includes 385 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001096-180920211646547/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.razdxf
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chloroflexia",
 "HasCoordinate is true",
 "Country is one of (Poland)",
 "HasGeospatialIssue is false",
 "Year is greater than 2009"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0231625-210914110416597/datasets/export for details.
DOI: 10.15468/dl.are38x
title: Occurrence Download

description: A dataset containing 103 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eopteriidae",
 "Continent is one of (North America, South America)"
 ]
}

 The dataset includes 103 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017834-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hbhuuk
title: Occurrence Download

description: A dataset containing 5536 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Carica papaya L."
 ]
}

 The dataset includes 5536 records from 308 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001096-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qguzdm
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Glandularia paulensis (Moldenke) A.L.R.Oliveira & Salimena"
 ]
}

 The dataset includes 16 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007021-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2edawa
title: Occurrence Download

description: A dataset listing the 1414 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Inventaire de la flore des Landes 2012-2019 - Inventaire de la flore des Landes 2017"
 ]
}

 The dataset's 1414 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006992-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10731532
title: Additional Data_ChemMet

description: Additional Data ChemMet
DOI: 10.5281/zenodo.10731531
title: Additional Data_ChemMet

description: Additional Data ChemMet
DOI: 10.5281/zenodo.12608613
title: Additional Data_ChemMet

description: Additional Data ChemMet
DOI: 10.5281/zenodo.12608693
title: Additional Data_ChemMet

description: Additional Data ChemMet
DOI: 10.6084/m9.figshare.12979997
title: Figshare_Avanzato.xlsx

description: Raw data for figure 2a-d, figures 6 a and b and Figure S1.
DOI: 10.6084/m9.figshare.12979997.v1
title: Figshare_Avanzato.xlsx

description: Raw data for figure 2a-d, figures 6 a and b and Figure S1.
DOI: 10.5517/ccdc.csd.cc2grvmq
title: CCDC 2287044: Experimental Crystal Structure Determination

description: Related Article: Rajib K. Sarker, Davit Zargarian|2024|Dalton Trans.|53|10208|doi:10.1039/D4DT00605D
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/ccdc.csd.cc2grvps
title: CCDC 2287046: Experimental Crystal Structure Determination

description: Related Article: Rajib K. Sarker, Davit Zargarian|2024|Dalton Trans.|53|10208|doi:10.1039/D4DT00605D
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/ccdc.csd.cc2grvsw
title: CCDC 2287049: Experimental Crystal Structure Determination

description: Related Article: Rajib K. Sarker, Davit Zargarian|2024|Dalton Trans.|53|10208|doi:10.1039/D4DT00605D
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/ccdc.csd.cc2hlm6y
title: CCDC 2311800: Experimental Crystal Structure Determination

description: Related Article: Prem Chand, Ashish Kumar|2024|New J.Chem.|48|11530|doi:10.1039/D3NJ05688K
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/ccdc.csd.cc2j1ms0
title: CCDC 2325272: Experimental Crystal Structure Determination

description: Related Article: Abhishek Kumar Yadav, Richa Rajak, Srinivas Dharavath|2024|Dalton Trans.|53|10093|doi:10.1039/D4DT01467G
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/ccdc.csd.cc2jhc0f
title: CCDC 2338454: Experimental Crystal Structure Determination

description: Related Article: Toby J. Blundell, Joseph O. Ogar, Michael J. Brannan, Elizabeth K. Rusbridge, John D. Wallis, Hiroki Akutsu, Yasuhiro Nakazawa, Shusaku Imajo, Lee Martin|2024|RSC Advances|14|18444|doi:10.1039/D4RA03425B
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/ccdc.csd.cc2jhc1g
title: CCDC 2338455: Experimental Crystal Structure Determination

description: Related Article: Toby J. Blundell, Joseph O. Ogar, Michael J. Brannan, Elizabeth K. Rusbridge, John D. Wallis, Hiroki Akutsu, Yasuhiro Nakazawa, Shusaku Imajo, Lee Martin|2024|RSC Advances|14|18444|doi:10.1039/D4RA03425B
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/ccdc.csd.cc29lsmb
title: CCDC 2133222: Experimental Crystal Structure Determination

description: Related Article: Meiying Wang, Chunbo Jia, Hehua Hui, Qianxiang Xu, Xiang Li, Yuanhang Ren, Bin Yue, Heyong He|2024|CrystEngComm|26|3303|doi:10.1039/D4CE00391H
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: 10.5281/zenodo.12536747
title: Massive Instances for the MIDS problem

description: In the paper "An improved master-apprentice evolutionary algorithm for minimum independent dominating set problem", by Pan et. al., 2023, published in Front. Comput. Sci., 17(4): 174326 <https://doi.org/10.1007/s11704-022-2023-7>, the authors use a dataset of massive networks to test heuristic methods of finding solutions for the Minimum Independent Dominating Set (MIDS) problem.

I am doing my own research on the MIDS problem, and I found that even when finding these instances on the Network Repository <https://networkrepository.com/>, they are not standirdized, making dificcult to work with them.

Thus, I have standardized all instances to the Matrix Market file format (.mtx) and compressed then with 7ZIP <https://www.7-zip.org/> to the .7z format, as this was more space efficient than compressing to the .zip format.

I choose the Creative Commons Share Alike license as it is the same used by the Network Repository, where I originally got the data.

I hope this can be useful to anyone who will work with these instances for the MIDS problem or any other problem in the future.
DOI: 10.5281/zenodo.12536748
title: Massive Instances for the MIDS problem

description: In the paper "An improved master-apprentice evolutionary algorithm for minimum independent dominating set problem", by Pan et. al., 2023, published in Front. Comput. Sci., 17(4): 174326 <https://doi.org/10.1007/s11704-022-2023-7>, the authors use a dataset of massive networks to test heuristic methods of finding solutions for the Minimum Independent Dominating Set (MIDS) problem.

I am doing my own research on the MIDS problem, and I found that even when finding these instances on the Network Repository <https://networkrepository.com/>, they are not standirdized, making dificcult to work with them.

Thus, I have standardized all instances to the Matrix Market file format (.mtx) and compressed then with 7ZIP <https://www.7-zip.org/> to the .7z format, as this was more space efficient than compressing to the .zip format.

I choose the Creative Commons Share Alike license as it is the same used by the Network Repository, where I originally got the data.

I hope this can be useful to anyone who will work with these instances for the MIDS problem or any other problem in the future.
DOI: 10.5517/ccdc.csd.cc2jm07f
title: CCDC 2341964: Experimental Crystal Structure Determination

description: Related Article: Meiying Wang, Chunbo Jia, Hehua Hui, Qianxiang Xu, Xiang Li, Yuanhang Ren, Bin Yue, Heyong He|2024|CrystEngComm|26|3303|doi:10.1039/D4CE00391H
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/ccdc.csd.cc2jmtxx
title: CCDC 2342760: Experimental Crystal Structure Determination

description: Related Article: Meiying Wang, Chunbo Jia, Hehua Hui, Qianxiang Xu, Xiang Li, Yuanhang Ren, Bin Yue, Heyong He|2024|CrystEngComm|26|3303|doi:10.1039/D4CE00391H
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/ccdc.csd.cc2hkwb9
title: CCDC 2311091: Experimental Crystal Structure Determination

description: Related Article: Mateusz Kowalik, Paulina Nowicka, Jakub Brzeski, Natalia Żukowska, Joanna Masternak, Katarzyna Kazimierczuk, Mariusz Makowski|2024|Dalton Trans.|53|10347|doi:10.1039/D4DT00879K
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/ccdc.csd.cc2jmv9b
title: CCDC 2342772: Experimental Crystal Structure Determination

description: Related Article: Meiying Wang, Chunbo Jia, Hehua Hui, Qianxiang Xu, Xiang Li, Yuanhang Ren, Bin Yue, Heyong He|2024|CrystEngComm|26|3303|doi:10.1039/D4CE00391H
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/ccdc.csd.cc2jsp89
title: CCDC 2347421: Experimental Crystal Structure Determination

description: Related Article: Sabrina B. Dinauer, Robert Szlosek, Martin Piesch, Gábor Balázs, Stephan Reichl, Lukas Prock, Christoph Riesinger, Marc D. Walter, Manfred Scheer|2024|Dalton Trans.|53|10201|doi:10.1039/D4DT01160K
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.e93zbt
title: Occurrence Download

description: A dataset containing 76 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Material sample, Specimen)",
 "Continent is South America",
 "Country is Colombia",
 "Issue is Coordinate rounded",
 "TaxonKey is Paleosuchus trigonatus (Schneider, 1801)"
 ]
}

 The dataset includes 76 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007023-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5vk6mm
title: Occurrence Download

description: A dataset containing 204757 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Ireland, United Kingdom of Great Britain and Northern Ireland, Portugal, Spain, Italy, Greece, Svalbard and Jan Mayen, Denmark, Norway, Sweden, Finland, Estonia, Latvia, Lithuania, Belgium, Netherlands, France, Germany, Switzerland, Austria, Türkiye, Russian Federation, Belarus, Ukraine, Romania, Bulgaria, North Macedonia, Albania, Montenegro, Serbia, Kosovo, Slovenia, Bosnia and Herzegovina, Poland, Czechia, Slovakia, Hungary)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Drosera rotundifolia L."
 ]
}

 The dataset includes 204757 records from 878 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007007-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.18599195
title: Picoplankton data_Arabian Sea_Winter monsoon.xlsx

description: The Prochlorococcus and Synechococcus (Cells L<sup>-1</sup>) in the Arabian Sea during the winter monsoon (16 December 2019 to 6 January 2020) are provided.
DOI: 10.6084/m9.figshare.18599195.v1
title: Picoplankton data_Arabian Sea_Winter monsoon.xlsx

description: The Prochlorococcus and Synechococcus (Cells L<sup>-1</sup>) in the Arabian Sea during the winter monsoon (16 December 2019 to 6 January 2020) are provided.
DOI: 10.15468/dl.4fxgd3
title: Occurrence Download

description: A dataset containing 1052 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Macropis nuda (Provancher, 1882)"
 ]
}

 The dataset includes 1052 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007024-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u48dhp
title: Occurrence Download

description: A dataset containing 205355 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Amanita muscaria (L.) Lam."
 ]
}

 The dataset includes 205355 records from 480 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007017-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xw8fqf
title: Occurrence Download

description: A dataset containing 320 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Picea schrenkiana Fisch. & C.A.Mey."
 ]
}

 The dataset includes 320 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007027-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8qt2cw
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-42.47792 13.10559,2.04158 13.10559,2.04158 49.98565,-42.47792 49.98565,-42.47792 13.10559))",
 "TaxonKey is Melamphaes longivelis Parr, 1933"
 ]
}

 The dataset includes 10 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007028-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n3yz2m
title: Occurrence Download

description: A dataset containing 82696 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is Human Observation",
 "Continent is Europe",
 {
 "not" : {
 "Country" : [
 "is Russian Federation"
 ]
 }
 },
 "TaxonKey is Unionida"
 ]
}

 The dataset includes 82696 records from 559 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007022-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.drsmv6
title: Occurrence Download

description: A dataset containing 2772 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cotoneaster divaricatus",
 "Country is Germany",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2772 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049379-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9af4xe
title: Occurrence Download

description: A dataset containing 160 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cotoneaster divaricatus",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 160 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049380-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nga82e
title: Occurrence Download

description: A dataset containing 318 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Chrysochloris Lacépède, 1799",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 318 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024553-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.29254574
title: Machine Learning-Assisted Track Morphology Prediction in μ-LPBF with Spray-Based Powder Spreading-data.docx

description: Micro-scale laser powder bed fusion (μ-LPBF) technology demonstrates significant advantages in manufacturing high-precision components for aerospace and biomedical applications. However, achieving uniform powder spreading remains challenging due to the submicrometer-scale particle size, which critically affects the quality of deposited tracks. This study introduces a spray-based powder delivery method using a spray gun to improve powder spreading in μ-LPBF. To explore the influence of spray and laser parameters on track morphology, a machine learning-assisted framework is developed. A dataset is constructed, and four machine learning algorithms suitable for small datasets are employed to model key morphological features, including single-track height, width, penetration depth, and Ra, with the model demonstrating superior predictive performance (R² ≥ 0.8). SHapley Additive exPlanations (SHAP) are usedto quantify the contribution of each process parameter. A multi-objective optimization framework is then established, targeting surface quality and track uniformity, with the NSGA-II algorithm used to identify Pareto-optimal process parameter sets. Experimental results confirm that the optimized parameters substantially improve melt track consistency while meeting the demanding requirements of micro-scale additive manufacturing. This work demonstrates the potential of integrating machine learning and multi-objective optimization for intelligent process control in μ-LPBF.