cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5517/ccdc.csd.cc1nzqdr
title: CCDC 1548865: Experimental Crystal Structure Determination

description: Related Article: Xiaodong Qiu, Minyan Wang, Yue Zhao and Zhuangzhi Shi|2017|Angew.Chem.,Int.Ed.|56|7233|doi:10.1002/anie.201703354
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.cc1nzqfs
title: CCDC 1548866: Experimental Crystal Structure Determination

description: Related Article: Xiaodong Qiu, Minyan Wang, Yue Zhao and Zhuangzhi Shi|2017|Angew.Chem.,Int.Ed.|56|7233|doi:10.1002/anie.201703354
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.cc1nzqgt
title: CCDC 1548867: Experimental Crystal Structure Determination

description: Related Article: Xiaodong Qiu, Minyan Wang, Yue Zhao and Zhuangzhi Shi|2017|Angew.Chem.,Int.Ed.|56|7233|doi:10.1002/anie.201703354
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.cc1nzqhv
title: CCDC 1548868: Experimental Crystal Structure Determination

description: Related Article: Xiaodong Qiu, Minyan Wang, Yue Zhao and Zhuangzhi Shi|2017|Angew.Chem.,Int.Ed.|56|7233|doi:10.1002/anie.201703354
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.cc1nzqjw
title: CCDC 1548869: Experimental Crystal Structure Determination

description: Related Article: Xiaodong Qiu, Minyan Wang, Yue Zhao and Zhuangzhi Shi|2017|Angew.Chem.,Int.Ed.|56|7233|doi:10.1002/anie.201703354
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.cc1nzqkx
title: CCDC 1548870: Experimental Crystal Structure Determination

description: Related Article: Xiaodong Qiu, Minyan Wang, Yue Zhao and Zhuangzhi Shi|2017|Angew.Chem.,Int.Ed.|56|7233|doi:10.1002/anie.201703354
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.cc1nzqly
title: CCDC 1548871: Experimental Crystal Structure Determination

description: Related Article: Zhao-Ming Zhang, Bao-Xi Miao, Xin-Xue Tang, Zhong-Hai Ni|2018|RSC Advances|8|15173|doi:10.1039/C8RA00057C
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.cc1nzqmz
title: CCDC 1548872: Experimental Crystal Structure Determination

description: Related Article: Xiaodong Qiu, Minyan Wang, Yue Zhao and Zhuangzhi Shi|2017|Angew.Chem.,Int.Ed.|56|7233|doi:10.1002/anie.201703354
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.cc1nzqp1
title: CCDC 1548874: Experimental Crystal Structure Determination

description: Related Article: Zhao-Ming Zhang, Bao-Xi Miao, Xin-Xue Tang, Zhong-Hai Ni|2018|RSC Advances|8|15173|doi:10.1039/C8RA00057C
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.cc1nzqv6
title: CCDC 1548879: Experimental Crystal Structure Determination

description: Related Article: Quentin Glenadel, Ermal Ismalaj, Thierry Billard|2017|Org.Lett.|20|56|doi:10.1021/acs.orglett.7b03338
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.cc1nzqw7
title: CCDC 1548880: Experimental Crystal Structure Determination

description: Related Article: Quentin Glenadel,  Clément Ghiazza,  Anis Tlili,  Thierry Billard|2017|Adv.Synth.Catal.|359|3414|doi:10.1002/adsc.201700904
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.cc1n6xxp
title: CCDC 1526003: Experimental Crystal Structure Determination

description: Related Article: P.J. Morris, C. Moore, C.J. Thomas|2017|IUCrData|2|x170693|doi:10.1107/S2414314617006939
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.cc1nzr4j
title: CCDC 1548888: Experimental Crystal Structure Determination

description: Related Article: Anouck M. Champsaur, Cécile Mézière, Magali Allain, Daniel W. Paley, Michael L. Steigerwald, Colin Nuckolls, Patrick Batail|2017|J.Am.Chem.Soc.|139|11718|doi:10.1021/jacs.7b07279
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: 10.6084/m9.figshare.30438251
title: Dataset and supplementary material for COVID-19 lockdown and children's recreational experiences

description: This is the dataset and supplementary material for our study on COVID-19 lockdown and children's recreational experiences in Ghana using the Six Stages of Play Theory.
DOI: 10.6084/m9.figshare.30438251.v1
title: Dataset and supplementary material for COVID-19 lockdown and children's recreational experiences

description: This is the dataset and supplementary material for our study on COVID-19 lockdown and children's recreational experiences in Ghana using the Six Stages of Play Theory.
DOI: 10.5517/ccdc.csd.cc1nzryb
title: CCDC 1548913: Experimental Crystal Structure Determination

description: Related Article: Salman Khan.  Chandra M. R. Volla|2017|Chem.-Eur.J.|23|12462|doi:10.1002/chem.201702364
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.cc1nzs3j
title: CCDC 1548918: Experimental Crystal Structure Determination

description: Related Article: Jeffrey A. Boerth and Jonathan A. Ellman|2017|Angew.Chem.,Int.Ed.|56|9976|doi:10.1002/anie.201705817
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.cc1nzs4k
title: CCDC 1548919: Experimental Crystal Structure Determination

description: Related Article: Salman Khan.  Chandra M. R. Volla|2017|Chem.-Eur.J.|23|12462|doi:10.1002/chem.201702364
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.npsdzu
title: Occurrence Download

description: A dataset containing 4360 species occurrences available in GBIF matching the query:
{
 "and" : [
 "PublishingOrg is c3ad790a-d426-4ac1-8e32-da61f81f0117",
 "TaxonKey is Ceratina dupla",
 "Year 2002-2022"
 ]
}

 The dataset includes 4360 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055009-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc1nzs5l
title: CCDC 1548920: Experimental Crystal Structure Determination

description: Related Article: Xiao-Yang Chen,  Seyma Ozturk,  Erik J. Sorensen|2017|Org.Lett.|19|1140|doi:10.1021/acs.orglett.7b00161
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.cc1nzs6m
title: CSD 1548921: Experimental Crystal Structure Determination

description: Related Article: Olga Sichevych, Yurii Prots, Yuki Utsumi, Lev Akselrud, Marcus Schmidt, Ulrich Burkhardt, Mauro Coduri, Walter Schnelle, Matej Bobnar, Yu-Ting Wang, Yu-Han Wu, Ku-Ding Tsuei, Liu Hao Tjeng, Yuri Grin|2017|Inorg.Chem.|56|9343|doi:10.1021/acs.inorgchem.7b01530
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc1nzs7n
title: CCDC 1548922: Experimental Crystal Structure Determination

description: Related Article: Mukund Ghavre,  Jordan Froese,  Brennan Murphy,  Razvan Simionescu,  Tomas Hudlicky|2017|Org.Lett.|19|1156|doi:10.1021/acs.orglett.7b00194
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.cc1nzs8p
title: CCDC 1548923: Experimental Crystal Structure Determination

description: Related Article: Jian Song,  Ye Liu,  Ming Zhou,  Hui Cao,  Xiao-Gang Peng,  Jing-Jing Liang,  Xiao-Ya Zhao,  Ming Xiang,  Han-Li Ruan|2017|Org.Lett.|19|1196|doi:10.1021/acs.orglett.7b00250
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.cc1nznpz
title: CCDC 1548812: Experimental Crystal Structure Determination

description: Related Article: N. Bridonneau, L. Hippolyte, D. Mercier, D. Portehault, M. Desage-El Murr, P. Marcus, L. Fensterbank, C. Chanéac, F. Ribot|2018|Dalton Trans.|47|6850|doi:10.1039/C8DT00416A
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.cc1nzs9q
title: CCDC 1548924: Experimental Crystal Structure Determination

description: Related Article: Jian Song,  Ye Liu,  Ming Zhou,  Hui Cao,  Xiao-Gang Peng,  Jing-Jing Liang,  Xiao-Ya Zhao,  Ming Xiang,  Han-Li Ruan|2017|Org.Lett.|19|1196|doi:10.1021/acs.orglett.7b00250
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.cc1nzscs
title: CCDC 1548926: Experimental Crystal Structure Determination

description: Related Article: Patrick Boissarie and Guillaume Bélanger|2017|Org.Lett.|19|3739|doi:10.1021/acs.orglett.7b01566
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.cc1nzsdt
title: CCDC 1548927: Experimental Crystal Structure Determination

description: Related Article: M. Crawford Andrews, Ping Peng, Amit Rajput, Anthony F. Cozzolino|2018|Photochem.Photobiol.Sci.|17|432|doi:10.1039/C7PP00347A
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.cc1nzsfv
title: CCDC 1548928: Experimental Crystal Structure Determination

description: Related Article: N.K. Sebbar, M. Ellouz, S. Lahmidi, F. Hlimi, E.M. Essassi, J.T. Mague|2017|IUCrData|2|x170695|doi:10.1107/S2414314617006952
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.15422270
title: Test data supporting the paper 'Interactive, shallow machine-learning based semantic segmentation of 2D and 3D geophysical data from archaeological sites'

description: This repository comprises three geophyiscal test datasets supporting the paper 'Interactive, shallow machine-learning based semantic segmentation of 2D and 3D geophysical data from archaeological sites' by Lieven Verdonck, Michel Dabas and Marc Bui, Remote Sensing, 2025, 17, 3092, https://www.mdpi.com/2072-4292/17/17/3092.

Technological developments in archaeological geophysics have led to growing data volumes, so that an important bottleneck is now at the stage of data interpretation. Manual delineation and classification of the significant anomalies are time-consuming. In the abovementioned paper, we describe how shallow machine learning (random forests) can be used to interpret near-surface geophysical data from archaeological sites. We show their potential by applying them to the three datasets in this Zenodo repository, and discuss the limitations and possible further improvements.

Please see the instructions in each zip-folder for more information on how to use the data.

For information on the provenance of the data and on the methodology of data acquisition and processing, see the paper and the supplementary data.For the software used to perform the machine-learning based semantic segmentation, see also https://github.com/lrverdon/Shallow-Machine-Learning-for-Archaeological-Geophysics.
DOI: 10.5517/ccdc.csd.cc1ks5k2
title: CCDC 1453204: Experimental Crystal Structure Determination

description: Related Article: Oleh Stetsiuk, Oksana V. Nesterova, Vladimir N. Kokozay, Kostiantyn V. Domasevitch, Iryna V. Omelchenko, Oleg V. Shishkin, Beata Vranovičová, Roman Boča, Armando J. L. Pombeiro, Svitlana R. Petrusenko|2017|Dalton Trans.|46|7480|doi:10.1039/C7DT00957G
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.15281839
title: Test data supporting the paper 'Interactive, shallow machine-learning based semantic segmentation of 2D and 3D geophysical data from archaeological sites'

description: This repository comprises three geophyiscal test datasets supporting the paper 'Interactive, shallow machine-learning based semantic segmentation of 2D and 3D geophysical data from archaeological sites' by Lieven Verdonck, Michel Dabas and Marc Bui, Remote Sensing, 2025, 17, 3092, https://www.mdpi.com/2072-4292/17/17/3092.

Technological developments in archaeological geophysics have led to growing data volumes, so that an important bottleneck is now at the stage of data interpretation. Manual delineation and classification of the significant anomalies are time-consuming. In the abovementioned paper, we describe how shallow machine learning (random forests) can be used to interpret near-surface geophysical data from archaeological sites. We show their potential by applying them to the three datasets in this Zenodo repository, and discuss the limitations and possible further improvements.

Please see the instructions in each zip-folder for more information on how to use the data.

For information on the provenance of the data and on the methodology of data acquisition and processing, see the paper and the supplementary data.For the software used to perform the machine-learning based semantic segmentation, see also https://github.com/lrverdon/Shallow-Machine-Learning-for-Archaeological-Geophysics.
DOI: 10.5517/ccdc.csd.cc1nzshx
title: CCDC 1548930: Experimental Crystal Structure Determination

description: Related Article: Artur Przydacz, Rafał Kowalczyk, Łukasz Albrecht|2017|Org.Biomol.Chem.|15|9566|doi:10.1039/C7OB02397A
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.cc1nzskz
title: CCDC 1548932: Experimental Crystal Structure Determination

description: Related Article: Cai Sun, Ming-Sheng Wang, Xian Zhang, Ning-Ning Zhang, Lin-Rong Cai, Guo-Cong Guo|2017|CrystEngComm|19|4476|doi:10.1039/C7CE00919D
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.xckc44
title: Occurrence Download

description: A dataset containing 1456 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cyperus papyrus L.",
 "Year 1000-2005"
 ]
}

 The dataset includes 1456 records from 202 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018939-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4rmbs3
title: Occurrence Download

description: A dataset containing 763341 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Données invertébrés saisies sous BioloVision Auvergne-Rhône-Alpes - VisioNature opportuniste"
 ]
}

 The dataset includes 763341 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018935-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r87s2t
title: Occurrence Download

description: A dataset containing 797935 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is NSW AVH feed"
 ]
}

 The dataset includes 797935 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018933-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6vwxc7
title: Occurrence Download

description: A dataset containing 771542 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is FrogID"
 ]
}

 The dataset includes 771542 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018934-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.