cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.14230871
title: MultiPosture: A Dataset of body joints keypoints extracted using MediaPipe for multi-task sitting posture recognition with upper and lower body labels

description: This dataset contains skeletal pose data extracted from video recordings of 13 participants performing various sitting postures in home environments. The data was processed using MediaPipe Pose Heavy model and includes 4,800 frames of 3D skeletal coordinates (x, y, z) for 11 key body joints, with each frame manually labeled for both upper and lower body posture classifications.

The data is stored in CSV format with normalized coordinates relative to hip center, containing 33 input dimensions (11 joints × 3 coordinates) representing key skeletal points. To protect participant privacy, only the processed skeletal coordinates are included, with no raw video or image data due to privacy constraints.

Upper Body Labels:



TUP: Upright trunk position

TLB: Trunk leaning backward

TLF: Trunk leaning forward

TLR: Trunk leaning right

TLL: Trunk leaning left


Lower Body Labels:



LAP: Legs apart

LWA: Legs wide apart

LCS: Legs closed

LCR: Legs crossed right over left

LCL: Legs crossed left over right

LLR: Legs lateral right

LLL: Legs lateral left


Each frame in the dataset has been manually labeled and validated by experts, making it particularly suitable for developing and evaluating machine learning models for ergonomic monitoring systems, ambient assisted living applications, and general posture recognition research.

This dataset was collected as part of the study:

D. Carneros-Prado, L. Cabañero-Gómez, E. Johnson, I. González, J. Fontecha and R. Hervás, "A Comparison Between Multilayer Perceptrons and Kolmogorov-Arnold Networks for Multi-Task Classification in Sitting Posture Recognition," in IEEE Access, vol. 12, pp. 180198-180209, 2024, doi: 10.1109/ACCESS.2024.3510034. link
DOI: 10.5281/zenodo.14230872
title: MultiPosture: A Dataset of body joints keypoints extracted using MediaPipe for multi-task sitting posture recognition with upper and lower body labels

description: This dataset contains skeletal pose data extracted from video recordings of 13 participants performing various sitting postures in home environments. The data was processed using MediaPipe Pose Heavy model and includes 4,800 frames of 3D skeletal coordinates (x, y, z) for 11 key body joints, with each frame manually labeled for both upper and lower body posture classifications.

The data is stored in CSV format with normalized coordinates relative to hip center, containing 33 input dimensions (11 joints × 3 coordinates) representing key skeletal points. To protect participant privacy, only the processed skeletal coordinates are included, with no raw video or image data due to privacy constraints.

Upper Body Labels:



TUP: Upright trunk position

TLB: Trunk leaning backward

TLF: Trunk leaning forward

TLR: Trunk leaning right

TLL: Trunk leaning left


Lower Body Labels:



LAP: Legs apart

LWA: Legs wide apart

LCS: Legs closed

LCR: Legs crossed right over left

LCL: Legs crossed left over right

LLR: Legs lateral right

LLL: Legs lateral left


Each frame in the dataset has been manually labeled and validated by experts, making it particularly suitable for developing and evaluating machine learning models for ergonomic monitoring systems, ambient assisted living applications, and general posture recognition research.

This dataset was collected as part of the study:

D. Carneros-Prado, L. Cabañero-Gómez, E. Johnson, I. González, J. Fontecha and R. Hervás, "A Comparison Between Multilayer Perceptrons and Kolmogorov-Arnold Networks for Multi-Task Classification in Sitting Posture Recognition," in IEEE Access, vol. 12, pp. 180198-180209, 2024, doi: 10.1109/ACCESS.2024.3510034. link
DOI: 10.5281/zenodo.14360225
title: Source data from the publication Cofactors facilitate bona fide prion misfolding in vitro but are not necessary for the infectivity of recombinant murine prions

description: The excel file deposited here contains the raw data used for the publication: Cofactors facilitate bona fide prion misfolding in vitro but are not necessary for the infectivity of recombinant murine prions. Published in PLoS Pathogens.

Abstract

Prion diseases, particularly sporadic cases, pose a challenge due to their complex nature and heterogeneity. The underlying mechanism of the spontaneous conversion from PrPC to PrPSc, the hallmark of prion diseases, remains elusive. To shed light on this process and the involvement of cofactors, we have developed an in vitro system that faithfully mimics spontaneous prion misfolding using minimal components. By employing this PMSA methodology and introducing an isoleucine residue at position 108 in mouse PrP, we successfully generated recombinant murine prion strains with distinct biochemical and biological properties. Our study aimed to explore the influence of a polyanionic cofactor in modulating strain selection and infectivity in de novo-generated synthetic prions. These results not only validate PMSA as a robust method for generating diverse bona fide recombinant prions but also emphasize the significance of cofactors in shaping specific prion conformers capable of crossing species barriers. Interestingly, once these conformers are established, our findings suggest that cofactors are not necessary for their infectivity. This research provides valuable insights into the propagation and maintenance of the pathobiological features of cross-species transmissible recombinant murine prion and highlights the intricate interplay between cofactors and prion strain characteristics.
DOI: 10.5281/zenodo.14360226
title: Source data from the publication Cofactors facilitate bona fide prion misfolding in vitro but are not necessary for the infectivity of recombinant murine prions

description: The excel file deposited here contains the raw data used for the publication: Cofactors facilitate bona fide prion misfolding in vitro but are not necessary for the infectivity of recombinant murine prions. Published in PLoS Pathogens.

Abstract

Prion diseases, particularly sporadic cases, pose a challenge due to their complex nature and heterogeneity. The underlying mechanism of the spontaneous conversion from PrPC to PrPSc, the hallmark of prion diseases, remains elusive. To shed light on this process and the involvement of cofactors, we have developed an in vitro system that faithfully mimics spontaneous prion misfolding using minimal components. By employing this PMSA methodology and introducing an isoleucine residue at position 108 in mouse PrP, we successfully generated recombinant murine prion strains with distinct biochemical and biological properties. Our study aimed to explore the influence of a polyanionic cofactor in modulating strain selection and infectivity in de novo-generated synthetic prions. These results not only validate PMSA as a robust method for generating diverse bona fide recombinant prions but also emphasize the significance of cofactors in shaping specific prion conformers capable of crossing species barriers. Interestingly, once these conformers are established, our findings suggest that cofactors are not necessary for their infectivity. This research provides valuable insights into the propagation and maintenance of the pathobiological features of cross-species transmissible recombinant murine prion and highlights the intricate interplay between cofactors and prion strain characteristics.
DOI: 10.17632/ptzympj2gf.1
title: Data for: In Situ Experimental Study of Talc Carbonation in C-O-H Fluid: Implications for the Deep Carbon Cycle

description: Raw data for figures in the manuscript.
DOI: 10.17632/ptzympj2gf.2
title: Data for: In Situ Experimental Study of Talc Carbonation in C-O-H Fluid: Implications for the Deep Carbon Cycle

description: Raw data for figures in the manuscript.
DOI: 10.5517/ccdc.csd.cc2jwygv
title: CCDC 2350558: Experimental Crystal Structure Determination

description: Related Article: Shiguo Zhang, Guanyu Liu, Zhichao Mao, Shanfeng Xue, Qikun Sun, Wenjun Yang|2024|Chemical Science|15|19886|doi:10.1039/D4SC06213B
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.cc2jywv7
title: CCDC 2352430: Experimental Crystal Structure Determination

description: Related Article: Yao-Bin Shen, Qian-Hao Zhuang, Xiao-Lin Wang, Xiao-De An, Bin Qiu, Tiesheng Shi, Jian Xiao|2024|Green Chemistry|26|11899|doi:10.1039/D4GC04534C
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.cc2jhnmb
title: CCDC 2338752: Experimental Crystal Structure Determination

description: Related Article: Basundhara Dasgupta, Suptish Ghosh, Carsten Walter, Markus S. Budde, Georg J. Marquardt, Han-Hsu Chen, Markus G. M. Breithaupt, Tolga Yilmaz, Christoph Garmatter, Tamanna Ahamad, Ingo Zebger, Matthias Driess, Prashanth W. Menezes|2024|J.Mater.Chem.A|12|30522|doi:10.1039/D4TA05436A
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.cc2k4c7b
title: CCDC 2357681: Experimental Crystal Structure Determination

description: Related Article: Takeo Iwase, Afagh Habibzadeh, Chatura Goonesinghe, Kudzanai Nyamayaro, Joseph Chang, Jason Wai-Lok Poon, Salik Hasan Rushdy, Justin Koh, Brian O. Patrick, Parisa Mehrkhodavandi|2024|Dalton Trans.|53|19337|doi:10.1039/D4DT02603A
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.cc2k4c8c
title: CCDC 2357682: Experimental Crystal Structure Determination

description: Related Article: Takeo Iwase, Afagh Habibzadeh, Chatura Goonesinghe, Kudzanai Nyamayaro, Joseph Chang, Jason Wai-Lok Poon, Salik Hasan Rushdy, Justin Koh, Brian O. Patrick, Parisa Mehrkhodavandi|2024|Dalton Trans.|53|19337|doi:10.1039/D4DT02603A
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.cc2k4c9d
title: CCDC 2357683: Experimental Crystal Structure Determination

description: Related Article: Takeo Iwase, Afagh Habibzadeh, Chatura Goonesinghe, Kudzanai Nyamayaro, Joseph Chang, Jason Wai-Lok Poon, Salik Hasan Rushdy, Justin Koh, Brian O. Patrick, Parisa Mehrkhodavandi|2024|Dalton Trans.|53|19337|doi:10.1039/D4DT02603A
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.cc2k4cbf
title: CCDC 2357684: Experimental Crystal Structure Determination

description: Related Article: Takeo Iwase, Afagh Habibzadeh, Chatura Goonesinghe, Kudzanai Nyamayaro, Joseph Chang, Jason Wai-Lok Poon, Salik Hasan Rushdy, Justin Koh, Brian O. Patrick, Parisa Mehrkhodavandi|2024|Dalton Trans.|53|19337|doi:10.1039/D4DT02603A
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.cc2k91sq
title: CCDC 2362193: Experimental Crystal Structure Determination

description: Related Article: Khalil Youssef, Antoine Vacher, Thanaphon Khrueawatthanawet, Thierry Roisnel, Frédéric Barrière, Dominique Lorcy|2024|Dalton Trans.|53|19388|doi:10.1039/D4DT02514H
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.cc2k91tr
title: CCDC 2362194: Experimental Crystal Structure Determination

description: Related Article: Khalil Youssef, Antoine Vacher, Thanaphon Khrueawatthanawet, Thierry Roisnel, Frédéric Barrière, Dominique Lorcy|2024|Dalton Trans.|53|19388|doi:10.1039/D4DT02514H
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.cc2k91vs
title: CCDC 2362195: Experimental Crystal Structure Determination

description: Related Article: Khalil Youssef, Antoine Vacher, Thanaphon Khrueawatthanawet, Thierry Roisnel, Frédéric Barrière, Dominique Lorcy|2024|Dalton Trans.|53|19388|doi:10.1039/D4DT02514H
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.63xwnr
title: Occurrence Download

description: A dataset containing 12852 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Occurrence evidence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Syzygium cumini (L.) Skeels"
 ]
}

 The dataset includes 12852 records from 75 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028635-241126133413365/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.cc2kfng4
title: CCDC 2366616: Experimental Crystal Structure Determination

description: Related Article: Ana C. R. Gonçalves, Silvia H. Libardi, Júlio C. Borges, Ronaldo J. Oliveira, Carla Gotzmann, Olivier Blacque, Sergio de Albuquerque, Carla D. Lopes, Roger Alberto, Pedro I. S. Maia|2024|Dalton Trans.|53|19153|doi:10.1039/D4DT02714K
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.cc2kfnh5
title: CCDC 2366617: Experimental Crystal Structure Determination

description: Related Article: Ana C. R. Gonçalves, Silvia H. Libardi, Júlio C. Borges, Ronaldo J. Oliveira, Carla Gotzmann, Olivier Blacque, Sergio de Albuquerque, Carla D. Lopes, Roger Alberto, Pedro I. S. Maia|2024|Dalton Trans.|53|19153|doi:10.1039/D4DT02714K
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.cc2kfnj6
title: CCDC 2366618: Experimental Crystal Structure Determination

description: Related Article: Ana C. R. Gonçalves, Silvia H. Libardi, Júlio C. Borges, Ronaldo J. Oliveira, Carla Gotzmann, Olivier Blacque, Sergio de Albuquerque, Carla D. Lopes, Roger Alberto, Pedro I. S. Maia|2024|Dalton Trans.|53|19153|doi:10.1039/D4DT02714K
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.u6g2ee
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Occurrence evidence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tripidium bengalense (Retz.) H.Scholz"
 ]
}

 The dataset includes 8 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028637-241126133413365/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.cc2kfnk7
title: CCDC 2366619: Experimental Crystal Structure Determination

description: Related Article: Ana C. R. Gonçalves, Silvia H. Libardi, Júlio C. Borges, Ronaldo J. Oliveira, Carla Gotzmann, Olivier Blacque, Sergio de Albuquerque, Carla D. Lopes, Roger Alberto, Pedro I. S. Maia|2024|Dalton Trans.|53|19153|doi:10.1039/D4DT02714K
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.cc2kfnl8
title: CCDC 2366620: Experimental Crystal Structure Determination

description: Related Article: Ana C. R. Gonçalves, Silvia H. Libardi, Júlio C. Borges, Ronaldo J. Oliveira, Carla Gotzmann, Olivier Blacque, Sergio de Albuquerque, Carla D. Lopes, Roger Alberto, Pedro I. S. Maia|2024|Dalton Trans.|53|19153|doi:10.1039/D4DT02714K
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.cc2f2z2l
title: CCDC 2237179: Experimental Crystal Structure Determination

description: Related Article: Andrew R. Bortz, John M. Bennett, Rudi Fasan|2024|Chem (Cell Press)|10|3488|doi:10.1016/j.chempr.2024.08.003
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.cc2kfnm9
title: CCDC 2366621: Experimental Crystal Structure Determination

description: Related Article: Ana C. R. Gonçalves, Silvia H. Libardi, Júlio C. Borges, Ronaldo J. Oliveira, Carla Gotzmann, Olivier Blacque, Sergio de Albuquerque, Carla D. Lopes, Roger Alberto, Pedro I. S. Maia|2024|Dalton Trans.|53|19153|doi:10.1039/D4DT02714K
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.cc2kgs50
title: CCDC 2367692: Experimental Crystal Structure Determination

description: Related Article: Lorenzo Palio, Francis Bru, Tommaso Ruggiero, Laurens Bourda, Kristof Van Hecke, Catherine Cazin, Steven P. Nolan|2024|Dalton Trans.|53|18013|doi:10.1039/D4DT02533D
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: 10.60520/ieda/113572
title: Layered structures formed by spinodal decomposition at the cupolas of Nb–Ta–Li-rich granite

description: This dataset contains La–ICP–MS and electron microbrobe analyses of feldspars and muscovite from the Jiabusi granitic rocks with layered structure.The structures of granite, an essential content of petrographic description, intuitively characterize the crystallized magma in the crust. Layered structures represent more self-organized than massive, taxitic, globular, and gneissic structures of granite, however, the mechanism is enigmatic. Layer structures usually occur at the cupolas of Nb–Ta–Li–Sn–Be-rich albite granite. A layered structure assembled by multi-cycle and parallel K-feldspar layer and albite layer intergrowths intercalated by quartz layers, which occurs at the cupolas of Li-mica albite granite in the Jiabusi deposit from the northeastern Inner Mongolia Nb–Ta–Li–W–Sn metallogenic belt, give a good example. The high Rb, Cs, Ga, and Pb concentrations in K-feldspar and low Ba and Sr concentrations in both K-feldspar and albite from the granitic rocks with the layered structure also demonstrate that they derived from a melt differentiating from the same magma. The intensities of K and Na display sinusoidal-like curves with opposite trends along