cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18023374
title: 2 channel raw sEMG signal recorded from biceps performing pushup sets

description: DescriptionThe dataset contains raw surface EMG signals recorded while performing pushups. The Participant first performed 3 sets of 5 pushups. with ~ 45 seconds rest in between. After the initial 3 sets the participant performs a last set till failure. (The first set starts with the participant supporting his weight awaiting a go signal.Signal DescriptionThe signal consists of  sEMG channels from  left and right biceps 1000Hz. The recording was performed using BTS FREEEMG1000. 

Data FormatData is  in the from of a list of JSON payloads each consisting of 200 data points each. Minimum Recomended data processing proceduresPre-Preperation --> Convert from JSON to DataFrameBand pass filter --> 20 - 450 HzNotch filter --> 50Hz (Power line frequency)





Acknowledgement



This project has received funding from the European Union’s Horizon Europe research and innovation programme under grant agreement No's 101093069 (P2CODE) and 101120657(ENFIELD). Disclaimer: Funded by the European Union. Views and opinions expressed are however those of the author(s) only and do not necessarily reflect those of the European Union or European Commission. Neither the European Union nor the European Commission can be held responsible for them.

Citation The users of this dataset are kindly asked to cite the following paper:Syed, D.A., Quadrini, W., Rahmani Choubeh, N., Pinzone, M., Gusmeroli, S. (2025). Approaching Interoperability and Data-Related Processing Issues in a Human-Centric Industrial Scenario. In: Presser, M., Skarmeta, A., Krco, S., González Vidal, A. (eds) Global Internet of Things and Edge Computing Summit. GIECS 2024. Communications in Computer and Information Science, vol 2328. Springer, Cham. https://doi.org/10.1007/978-3-031-78572-6_2
DOI: 10.5281/zenodo.18610754
title: SYMPHONEY results_ppmi

description: SYMPHONY is a clinic-oriented digital twin application designed for structured exploration of longitudinal neurological data. The system provides deterministic clinical risk computation, progression visualization, and formalized report export within a governed browser-based environment. It is implemented as a modular React application with a supporting Node-based server layer responsible for authentication scaffolding, security hardening, and electronic health record (EHR) connectivity abstraction.

The current implementation supports structured ingestion of patient data, deterministic transformation through validated numerical utilities, interactive visualization of trajectories, and client-side generation of formal PDF reports. The system is designed to preserve source data integrity and to ensure that computed outputs are reproducible, testable, and version controlled.

The intended use is structured clinical reasoning and reporting within a controlled environment suitable for research demonstration, methodological validation, and institutional review.
DOI: 10.5281/zenodo.18023373
title: 2 channel raw sEMG signal recorded from biceps performing pushup sets

description: DescriptionThe dataset contains raw surface EMG signals recorded while performing pushups. The Participant first performed 3 sets of 5 pushups. with ~ 45 seconds rest in between. After the initial 3 sets the participant performs a last set till failure. (The first set starts with the participant supporting his weight awaiting a go signal.Signal DescriptionThe signal consists of  sEMG channels from  left and right biceps 1000Hz. The recording was performed using BTS FREEEMG1000. 

Data FormatData is  in the from of a list of JSON payloads each consisting of 200 data points each. Minimum Recomended data processing proceduresPre-Preperation --> Convert from JSON to DataFrameBand pass filter --> 20 - 450 HzNotch filter --> 50Hz (Power line frequency)





Acknowledgement



This project has received funding from the European Union’s Horizon Europe research and innovation programme under grant agreement No's 101093069 (P2CODE) and 101120657(ENFIELD). Disclaimer: Funded by the European Union. Views and opinions expressed are however those of the author(s) only and do not necessarily reflect those of the European Union or European Commission. Neither the European Union nor the European Commission can be held responsible for them.

Citation The users of this dataset are kindly asked to cite the following paper:Syed, D.A., Quadrini, W., Rahmani Choubeh, N., Pinzone, M., Gusmeroli, S. (2025). Approaching Interoperability and Data-Related Processing Issues in a Human-Centric Industrial Scenario. In: Presser, M., Skarmeta, A., Krco, S., González Vidal, A. (eds) Global Internet of Things and Edge Computing Summit. GIECS 2024. Communications in Computer and Information Science, vol 2328. Springer, Cham. https://doi.org/10.1007/978-3-031-78572-6_2
DOI: 10.5281/zenodo.18610753
title: SYMPHONEY results_ppmi

description: SYMPHONY is a clinic-oriented digital twin application designed for structured exploration of longitudinal neurological data. The system provides deterministic clinical risk computation, progression visualization, and formalized report export within a governed browser-based environment. It is implemented as a modular React application with a supporting Node-based server layer responsible for authentication scaffolding, security hardening, and electronic health record (EHR) connectivity abstraction.

The current implementation supports structured ingestion of patient data, deterministic transformation through validated numerical utilities, interactive visualization of trajectories, and client-side generation of formal PDF reports. The system is designed to preserve source data integrity and to ensure that computed outputs are reproducible, testable, and version controlled.

The intended use is structured clinical reasoning and reporting within a controlled environment suitable for research demonstration, methodological validation, and institutional review.
DOI: 10.6084/m9.figshare.29106896
title: Data_Fig.S4.xlsx

description: In quantum networks, after passing through noisy channels or information processing, residual states may lack sufficient entanglement for further tasks, yet they may retain hidden quantum resources that can be recycled. Efficiently recycling these states to extract entanglement resources such as genuine multipartite entanglement or Einstein-Podolsky-Rosen pairs is essential for optimizing network performance. Here, we develop a tripartite entanglement distillation scheme using an eight-photon quantum platform, demonstrating entanglement superactivation phenomena which are unique to multipartite systems. We successfully generate a three-photon genuinely entangled state from two bi-separable states via local operations and classical communication, demonstrating superactivation of genuine multipartite entanglement.Furthermore, we extend our scheme to generate a three-photon state capable of extracting an Einstein-Podolsky-Rosen pair from two initial states lacking this capability, revealing a previously unobserved entanglement superactivation phenomenon. Our methods and findings offer not only practical applications for quantum networks, but also lead to a deeper understanding of multipartite entanglement structures.
DOI: 10.6084/m9.figshare.29106896.v1
title: Data_Fig.S4.xlsx

description: In quantum networks, after passing through noisy channels or information processing, residual states may lack sufficient entanglement for further tasks, yet they may retain hidden quantum resources that can be recycled. Efficiently recycling these states to extract entanglement resources such as genuine multipartite entanglement or Einstein-Podolsky-Rosen pairs is essential for optimizing network performance. Here, we develop a tripartite entanglement distillation scheme using an eight-photon quantum platform, demonstrating entanglement superactivation phenomena which are unique to multipartite systems. We successfully generate a three-photon genuinely entangled state from two bi-separable states via local operations and classical communication, demonstrating superactivation of genuine multipartite entanglement.Furthermore, we extend our scheme to generate a three-photon state capable of extracting an Einstein-Podolsky-Rosen pair from two initial states lacking this capability, revealing a previously unobserved entanglement superactivation phenomenon. Our methods and findings offer not only practical applications for quantum networks, but also lead to a deeper understanding of multipartite entanglement structures.
DOI: 10.15468/dl.muad7p
title: Occurrence Download

description: A dataset containing 199161 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ailanthus altissima"
 ]
}

 The dataset includes 199161 records from 1468 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008599-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ekt4rr
title: Occurrence Download

description: A dataset containing 2122 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bandicota indica"
 ]
}

 The dataset includes 2122 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008695-260208012135463/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.31315546
title: Suplementaty_material_Frontiers_NUDT

description: Data of NUDT15 rs147390019 polymorphism genotypes in Munduruku, Paiter-Suruí and Yanomami indigenous groups of Brazilian Amazon.
DOI: 10.6084/m9.figshare.31315546.v1
title: Suplementaty_material_Frontiers_NUDT

description: Data of NUDT15 rs147390019 polymorphism genotypes in Munduruku, Paiter-Suruí and Yanomami indigenous groups of Brazilian Amazon.
DOI: 10.15468/dl.zzeesv
title: Occurrence Download

description: A dataset containing 476 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "CoordinateUncertaintyInMeters is less than 10000",
 "DistanceFromCentroidInMeters is greater than or equal to 500",
 "Year is greater than or equal to 2000",
 "TaxonKey is Acropora muricata"
 ]
}

 The dataset includes 476 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008696-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ek5s2y
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Stachytarpheta commutata",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 38 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008698-260208012135463/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.29106905
title: Data_Fig.S3.xlsx

description: In quantum networks, after passing through noisy channels or information processing, residual states may lack sufficient entanglement for further tasks, yet they may retain hidden quantum resources that can be recycled. Efficiently recycling these states to extract entanglement resources such as genuine multipartite entanglement or Einstein-Podolsky-Rosen pairs is essential for optimizing network performance. Here, we develop a tripartite entanglement distillation scheme using an eight-photon quantum platform, demonstrating entanglement superactivation phenomena which are unique to multipartite systems. We successfully generate a three-photon genuinely entangled state from two bi-separable states via local operations and classical communication, demonstrating superactivation of genuine multipartite entanglement.Furthermore, we extend our scheme to generate a three-photon state capable of extracting an Einstein-Podolsky-Rosen pair from two initial states lacking this capability, revealing a previously unobserved entanglement superactivation phenomenon. Our methods and findings offer not only practical applications for quantum networks, but also lead to a deeper understanding of multipartite entanglement structures.
DOI: 10.6084/m9.figshare.29106905.v1
title: Data_Fig.S3.xlsx

description: In quantum networks, after passing through noisy channels or information processing, residual states may lack sufficient entanglement for further tasks, yet they may retain hidden quantum resources that can be recycled. Efficiently recycling these states to extract entanglement resources such as genuine multipartite entanglement or Einstein-Podolsky-Rosen pairs is essential for optimizing network performance. Here, we develop a tripartite entanglement distillation scheme using an eight-photon quantum platform, demonstrating entanglement superactivation phenomena which are unique to multipartite systems. We successfully generate a three-photon genuinely entangled state from two bi-separable states via local operations and classical communication, demonstrating superactivation of genuine multipartite entanglement.Furthermore, we extend our scheme to generate a three-photon state capable of extracting an Einstein-Podolsky-Rosen pair from two initial states lacking this capability, revealing a previously unobserved entanglement superactivation phenomenon. Our methods and findings offer not only practical applications for quantum networks, but also lead to a deeper understanding of multipartite entanglement structures.
DOI: 10.15468/dl.ghszum
title: Occurrence Download

description: A dataset containing 2399 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anacamptis pyramidalis",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 2399 records from 147 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008699-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/6ym-4k6-7q8
title: Eumecostylus kreftii (J. C. Cox, 1872)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/shg-z28-lrq
title: Costellariidae MacDonald, 1860

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qbx-976-q9m
title: Vasum ceramicum (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sjm-9gs-yyp
title: Myosotella myosotis (Draparnaud, 1801)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/znm-x3s-mwe
title: Gastropoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/78r-esn-8r3
title: Harpa amouretta Röding, 1798

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/djr-h2x-7gh
title: Gastropoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7h7-d8g-al7
title: Conus virgo Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/922-4ea-07v
title: Nassarius pyrrhus (Menke, 1843)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2jd-6bs-6aw
title: Conus magus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mre-x42-kjw
title: Smaragdia viridis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kf7-p12-9tj
title: Conus ebraeus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ddx-s7k-rrc
title: Conus tinianus Hwass, 1792

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s6a-2nf-b80
title: Neoterebra protexta (Conrad, 1846)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mn0-9mj-34n
title: Cymbiola vespertilio (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lrn-bcz-vbb
title: Cochlicopa A. Férussac, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zwj-jjb-h9m
title: Marmorofusus verrucosus (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2ez-kg4-z8d
title: Cymbium cucumis Röding, 1798

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wf2-cyb-qla
title: Ampullaceana balthica (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cbc-n5r-0kv
title: Melampus luteus (Quoy & Gaimard, 1832)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pas-e38-5rh
title: Scalptia foveolata (G. B. Sowerby II, 1849)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xdt-jlc-ljd
title: Vasum turbinellus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5gd-w46-rxw
title: Turridae H. Adams & A. Adams, 1853 (1838)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/clm-55c-p9j
title: Turridae H. Adams & A. Adams, 1853 (1838)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/75v-8wv-dba
title: Propebela rufa (Montagu, 1803)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/43l-a4w-ze2
title: Tenaturris gemma (E. A. Smith, 1884)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hzc-at6-pv8
title: Crassispira affinis (Reeve, 1846)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8pj-g3k-gz8
title: Omalogyridae G. O. Sars, 1878

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gr0-hvw-kwk
title: Conus jaspideus Gmelin, 1791

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7vm-dtp-85t
title: Columbella mercatoria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ene-j94-xpp
title: Pythia scarabaeus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1l0-2ks-dm5
title: Conus ermineus Born, 1778

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/917-yhq-qsc
title: Agaronia hiatula (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4qe-7we-8hk
title: Omalogyra atomus (R. A. Philippi, 1841)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8tv-vlx-7yq
title: Idyla bicristata (Rossmässler, 1839)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/b0e-tkn-nfs
title: Chrysallida P. P. Carpenter, 1856

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fly-zhj-01t
title: Conus parvatus Walls, 1979

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nat-ksl-03t
title: Conus hyaena Hwass, 1792

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5d4-2n5-7jy
title: Orphanopusia patriarchalis (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vkx-6mx-4qk
title: Roxaniella jeffreysi (Weinkauff, 1866)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9hv-s4m-27z
title: Pterygia undulosa (Reeve, 1844)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fvz-jqe-zxa
title: Conus capitaneus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rl3-6xm-ahp
title: Raphitoma Bellardi, 1847

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ta5-fqg-fvv
title: Bullia tenuis Reeve, 1846

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/b5s-ez5-4s6
title: Melampus Montfort, 1810

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vr0-67f-526
title: Odostomella doliolum (R. A. Philippi, 1844)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9be-1h7-pyq
title: Leucophytia bidentata (Montagu, 1808)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/y1j-w9d-655
title: Olivancillaria auricularia (Lamarck, 1811)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7n8-dvz-thj
title: Turbonilla Risso, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/shn-2wp-b7s
title: Skeneopsis planorbis (O. Fabricius, 1780)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/567-f1x-f71
title: Oenopota elegans (Møller, 1842)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qap-eze-p27
title: Mitrella ocellata (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2hj-e4b-dl1
title: Nassarius parcipictus Adam & Knudsen, 1984

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xxb-0lv-nh9
title: Tritia incrassata (Strøm, 1768)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gw7-85j-gn2
title: Cylichna cylindracea (Pennant, 1777)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s63-jey-27a
title: Raphitoma purpurea (Montagu, 1803)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zzf-n83-fsj
title: Enaeta barnesii (Gray, 1825)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/808-08k-bld
title: Benimakia fastigium (Reeve, 1847)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/988-x1l-ah1
title: Marginella rosea Lamarck, 1822

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.