cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5517/cc8l8z2
title: CCDC 255904: Experimental Crystal Structure Determination

description: Related Article: Da-Qing Shi, Guo-Lan Dou, Zheng-Yi Li, Sai-Nan Ni, Xiao-Yue Li, Xiang-Shan Wang, Hui Wu, Shun-Jun Ji|2007|Tetrahedron|63|9764|doi:10.1016/j.tet.2007.07.011
description: Related Article: Da-Qing Shi, Zheng-Yi Li, Chun-Ling Shi, Qi-Ya Zhuang, Xiang-Shan Wang, Yong Zhang|2004|Acta Crystallogr.,Sect.E:Struct.Rep.Online|60|o2032|doi:10.1107/S1600536804025553
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/cc8l904
title: CCDC 255905: Experimental Crystal Structure Determination

description: Related Article: Cheng Guo, Shujiang Tu, Tuanjie Li, Songlei Zhu|2004|Acta Crystallogr.,Sect.E:Struct.Rep.Online|60|o2035|doi:10.1107/S1600536804025796
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/cc8l915
title: CCDC 255906: Experimental Crystal Structure Determination

description: Related Article: P.T.Muthiah, M.Hemamalini, G.Bocelli, A.Cantoni|2004|Acta Crystallogr.,Sect.E:Struct.Rep.Online|60|o2038|doi:10.1107/S1600536804025747
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/cc8l926
title: CCDC 255907: Experimental Crystal Structure Determination

description: Related Article: Hai-Bo Wang, Jia-Hui Chen, Yue-Qing Pu, Jin-Tang Wang|2004|Acta Crystallogr.,Sect.E:Struct.Rep.Online|60|o2041|doi:10.1107/S1600536804025656
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/cc8l937
title: CCDC 255908: Experimental Crystal Structure Determination

description: Related Article: J.W.Karban, M.K.Aparicio, R.R.Palacios, K.A.Richardson, K.K.Klausmeyer|2004|Acta Crystallogr.,Sect.E:Struct.Rep.Online|60|o2043|doi:10.1107/S1600536804026200
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/cc8l948
title: CCDC 255909: Experimental Crystal Structure Determination

description: Related Article: M.S.M.Yusof, B.M.Yamin|2004|Acta Crystallogr.,Sect.E:Struct.Rep.Online|60|o2045|doi:10.1107/S1600536804025590
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/cc8l959
title: CCDC 255910: Experimental Crystal Structure Determination

description: Related Article: Jun-Wen Wang, Hai-Bin Song, Feng-Bo Xu, Qing-Shan Li, Zheng-Zhi Zhang|2004|Acta Crystallogr.,Sect.E:Struct.Rep.Online|60|o2047|doi:10.1107/S1600536804025619
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/cc7w4rz
title: CCDC 234631: Experimental Crystal Structure Determination

description: Related Article: M.Mehring, C.Nolde, M.Schurmann|2004|Appl.Organomet.Chem.|18|489|doi:10.1002/aoc.684
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/cc8f2zq
title: CCDC 250913: Experimental Crystal Structure Determination

description: Related Article: K.A.Lyssenko, V.A.Ponomarev, M.E.Gurskii, Y.N.Bubnov, M.Yu.Antipin|2004|Mendeleev Commun.|14|189|doi:10.1070/MC2004v014n05ABEH001920
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/cc791k3
title: CCDC 217234: Experimental Crystal Structure Determination

description: Related Article: D.Bose, J.Banerjee, S.H.Rahaman, G.Mostafa, Hoong-Kun Fun, R.D.B.Walsh, M.J.Zaworotko, B.K.Ghosh|2004|Polyhedron|23|2045|doi:10.1016/j.poly.2004.04.035
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/cc8l7xz
title: CCDC 255871: Experimental Crystal Structure Determination

description: Related Article: C.H.Gorbitz, E.Sagstuen|2004|Acta Crystallogr.,Sect.E:Struct.Rep.Online|60|o1945|doi:10.1107/S160053680402447X
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/cc7vqd5
title: CCDC 234217: Experimental Crystal Structure Determination

description: Related Article: S.R.Boss, J.M.Cole, R.Haigh, R.Snaith, A.E.H.Wheatley, G.J.McIntyre, P.R.Raithby|2004|Organometallics|23|4527|doi:10.1021/om049661l
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/cc8bs1d
title: CCDC 248683: Experimental Crystal Structure Determination

description: Related Article: T.Yamaguchi, Y.Fujita, H.Nakazumi, S.Kobatake, M.Irie|2004|Tetrahedron|60|9863|doi:10.1016/j.tet.2004.08.034
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/cc7vqf6
title: CCDC 234218: Experimental Crystal Structure Determination

description: Related Article: S.R.Boss, J.M.Cole, R.Haigh, R.Snaith, A.E.H.Wheatley, G.J.McIntyre, P.R.Raithby|2004|Organometallics|23|4527|doi:10.1021/om049661l
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/cc7q3tv
title: CCDC 229797: Experimental Crystal Structure Determination

description: Related Article: T. N. Drebushchak, E. V. Boldyreva|2004|Z.Krist.Cryst.Mater.|219|506|doi:10.1524/zkri.219.8.506.38329
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/cc7q3vw
title: CCDC 229798: Experimental Crystal Structure Determination

description: Related Article: T. N. Drebushchak, E. V. Boldyreva|2004|Z.Krist.Cryst.Mater.|219|506|doi:10.1524/zkri.219.8.506.38329
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/cc7q3wx
title: CCDC 229799: Experimental Crystal Structure Determination

description: Related Article: T. N. Drebushchak, E. V. Boldyreva|2004|Z.Krist.Cryst.Mater.|219|506|doi:10.1524/zkri.219.8.506.38329
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/cc7q3xy
title: CCDC 229800: Experimental Crystal Structure Determination

description: Related Article: T. N. Drebushchak, E. V. Boldyreva|2004|Z.Krist.Cryst.Mater.|219|506|doi:10.1524/zkri.219.8.506.38329
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.17353293
title: A Machine Learning Application to Camera-Traps: Robust Species Interactions Datasets for Analysis of Mutualistic Networks

description: Recording and quantifying ecological interactions is vital for understanding biodiversity, ecosystem stability, and resilience. Camera traps have become a key tool for documenting plant-animal interactions, especially when combined with computer vision (CV) technology to handle large datasets. However, creating comprehensive ecological interaction databases remains challenging due to labor-intensive processes and a lack of standardization. While CV aids in data processing, it has limitations, including information loss, which can impact subsequent analyses.

This study presents a detailed methodology to streamline the creation of robust ecological interaction databases using CV-enhanced tools. It highlights potential pitfalls in applying CV models across different contexts, particularly for specific plant and animal species. The approach aligns with existing camera trap standards and incorporates complex network analysis tools. It also addresses a gap in ecological research by extending the methodology to behavioral studies using video-based image recognition, as most current studies rely on still images.

The study evaluates CV’s performance in estimating species interaction frequency (PIE) and its ecological implications. Results show that up to 10% of pairwise interactions may be missed with CV, with information loss varying among focal species and individual plants. The loss of information is minimal compared to the vast data CV enables researchers to gather especially if data is intended to be used in community-level approaches where only three out of 344 unique pairwise interactions were missed. In community-level approaches the overall estimates of both PIEs and interaction strengths remained largely unaffected.

The methodology provides a valuable resource for ecologists seeking to document ecological interactions efficiently. It offers guidelines for collecting reliable data while addressing CV’s limitations in capturing unbiased species interaction data. Despite its constraints, CV significantly enhances the ability to gather large-scale interaction data, particularly at the community level, making it an indispensable tool for ecological research.
DOI: 10.5281/zenodo.17353294
title: A Machine Learning Application to Camera-Traps: Robust Species Interactions Datasets for Analysis of Mutualistic Networks

description: Recording and quantifying ecological interactions is vital for understanding biodiversity, ecosystem stability, and resilience. Camera traps have become a key tool for documenting plant-animal interactions, especially when combined with computer vision (CV) technology to handle large datasets. However, creating comprehensive ecological interaction databases remains challenging due to labor-intensive processes and a lack of standardization. While CV aids in data processing, it has limitations, including information loss, which can impact subsequent analyses.

This study presents a detailed methodology to streamline the creation of robust ecological interaction databases using CV-enhanced tools. It highlights potential pitfalls in applying CV models across different contexts, particularly for specific plant and animal species. The approach aligns with existing camera trap standards and incorporates complex network analysis tools. It also addresses a gap in ecological research by extending the methodology to behavioral studies using video-based image recognition, as most current studies rely on still images.

The study evaluates CV’s performance in estimating species interaction frequency (PIE) and its ecological implications. Results show that up to 10% of pairwise interactions may be missed with CV, with information loss varying among focal species and individual plants. The loss of information is minimal compared to the vast data CV enables researchers to gather especially if data is intended to be used in community-level approaches where only three out of 344 unique pairwise interactions were missed. In community-level approaches the overall estimates of both PIEs and interaction strengths remained largely unaffected.

The methodology provides a valuable resource for ecologists seeking to document ecological interactions efficiently. It offers guidelines for collecting reliable data while addressing CV’s limitations in capturing unbiased species interaction data. Despite its constraints, CV significantly enhances the ability to gather large-scale interaction data, particularly at the community level, making it an indispensable tool for ecological research.
DOI: 10.5517/cc7qj9r
title: CCDC 230184: Experimental Crystal Structure Determination

description: Related Article: Ya-Qiong Gong, Rui-Hu Wang, You-Fu Zhou, Da-Qiang Yuan, Mao-Chun Hong|2004|J.Mol.Struct.|705|29|doi:10.1016/j.molstruc.2004.04.021
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/cc7qjbs
title: CCDC 230185: Experimental Crystal Structure Determination

description: Related Article: Ya-Qiong Gong, Rui-Hu Wang, You-Fu Zhou, Da-Qiang Yuan, Mao-Chun Hong|2004|J.Mol.Struct.|705|29|doi:10.1016/j.molstruc.2004.04.021
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/cc6yy68
title: CCDC 207520: Experimental Crystal Structure Determination

description: Related Article: Li Wang, Liying Duan, Dongrong Xiao, Enbo Wang, Changwen Hu|2004|J.Coord.Chem.|57|1079|doi:10.1080/00958970412331281773
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/cc8f0c1
title: CCDC 250832: Experimental Crystal Structure Determination

description: Related Article: E.Barnea, T.Andrea, M.Kapon, J.-C.Berthet, M.Ephritikhine, M.S.Eisen|2004|J.Am.Chem.Soc.|126|10860|doi:10.1021/ja046604a
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/cc6qhky
title: CCDC 200370: Experimental Crystal Structure Determination

description: Related Article: Chew Hee Ng, Siang Guan Teoh, N.Moris, Siaw Yang Yap|2004|J.Coord.Chem.|57|1037|doi:10.1080/00958970412331281791
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/cc7mt4s
title: CCDC 227575: Experimental Crystal Structure Determination

description: Related Article: Chengzhi Xie, Zefeng Zhang, Xiaoqing Wang, Xuanwen Liu, Guangqiu Shen, RujiWang, Dezhong Shen|2004|J.Coord.Chem.|57|1173|doi:10.1080/00958970412331281782
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/cc798g7
title: CCDC 217448: Experimental Crystal Structure Determination

description: Related Article: J.Moncol, M.Mudra, P.Lonnecke, M.Koman, M.Melnik|2004|J.Coord.Chem.|57|1065|doi:10.1080/00958970412331281836
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/cc6wy22
title: CCDC 205594: Experimental Crystal Structure Determination

description: Related Article: G.G.Nunes, D.M.Reis, P.H.C.Camargo, P.B.Hitchcock, M.Horner, R.M.Matos, A.S.Mangrich, E.L.de Sa, G.J.Leigh, J.F.Soares|2003|J.Braz.Chem.Soc.|14|922|doi:10.1590/S0103-50532003000600009
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/cc7rcs3
title: CCDC 231005: Experimental Crystal Structure Determination

description: Related Article: T.P.Ruiz, M.Fernandez-Gomez, J.J.L.Gonzalez, A.E.Koziol, J.M.G.Roldan|2004|J.Mol.Struct.|707|33|doi:10.1016/j.molstruc.2004.05.007
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/cc78f1y
title: CCDC 216629: Experimental Crystal Structure Determination

description: Related Article: R.Verma, D.Jasrotia, A.Sawhney, M.Bhat, B.D.Gupta|2004|J.Chem.Cryst.|34|523|doi:10.1023/B:JOCC.0000042020.64194.55
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/cc8l8tx
title: CCDC 255899: Experimental Crystal Structure Determination

description: Related Article: G.Smith, U.D.Wermuth, D.J.Young, J.M.White|2004|Acta Crystallogr.,Sect.E:Struct.Rep.Online|60|o2014|doi:10.1107/S1600536804025206
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: 10.25505/fiz.icsd.cc8tfvb
title: CSD 262782: Experimental Crystal Structure Determination

description: Related Article: Zhuo Yi,Chao Chen,Shougui Li,Guanghua Li,He Meng,Yanjie Cui,Yulin Yang,Wenqin Pang|2005|Inorg.Chem.Commun.|8|166|doi:10.1016/j.inoche.2004.11.029
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/cc8116j
title: CCDC 239326: Experimental Crystal Structure Determination

description: Related Article: M.Hostettler, K.W.Tornroos, D.Chernyshov, B.Vangdal, H.-B.Burgi|2004|Angew.Chem.,Int.Ed.|43|4589|doi:10.1002/anie.200460736
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.