cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.25965946
title: The volitional control of individual motor units is constrained within low-dimensional neural manifolds by common inputs

description: This repository contains all the <b>raw</b> electromyographic (EMG) data and the <b>edited</b> motor unit spike trains. These data are associated with the following article submitted to <i>Journal of Neuroscience</i>: The volitional control of individual motor units is constrained within low-dimensional neural manifolds by common inputs. The <b>preprint</b> can be found at: https://www.biorxiv.org/content/10.1101/2024.01.05.573816v1Contact: <b>Julien Rossato</b> (julien.rossato14@gmail.com), <b>Simon Avrillon </b>(simon.avrillon@gmail.com) or <b>François Hug </b>(francois.hug@univ-cotedazur.fr)------<b>[muscle group]_[Participant]/[condition].mat</b><br>List of "muscle group": gastrocnemii (triceps surae experiment), vastii (quadriceps experiment)List of "Participant": P#1 to P#10 for the triceps surae experiment, and P#1 to P#5 for the quadriceps experimentList of “condition”: MVC (maximal voluntary contraction), Training_baseline (reference contractions [torque feedback]), Online_MU_trial (online contractions [motor unit + torque feedback])These files can be opened with Matlab (Mathworks) and with our open-source software for decompositing and editing motor units (https://github.com/simonavrillon/MUedit)Below are the decription of the main variables used in the article mentioned avove:signal.fsamp: sampling ratesignal.nChan: number of recroded channels (we used EMG grids of 64 electrodes)<b>signal.data: raw EMG signals</b>signal.muscle: name of the recorded musclessignal.EMGmask: excluded EMG channels due to noise or artefactssignal.path: effective torquesignal.path3D: data from the 3D force gauge (only for triceps surae experiment)signal.feedneuro: target to be reached (for online control tasks) in each of the 10 contractions. For more information about the targets, please refer to the article.parameters.MUID: ID of the decomposed motor units (GL, gastrocnemius lateralis; GM, gastrocnemius medialis; VL, vastus lateralis; VM vastus medialis)<b>e</b><b>dition.Dischargetimes: discharge times for each identified motor units (after manual editing).</b>edition.Pulsetrain. Pulse train for each identified motor units<i>Please note: Although we recorded data from the vastus lateralis and tibialis anterior muscles during the triceps surae experiments, we did not run the decomposition algorithm on these data.</i><br>------<b>MU_pairs.mat</b>This file contains information about the pairs of motor units, which have been tested during the online tasks.ID: ID of the participant where GM stands for triceps surae experiment and VL stands for quadriceps experimentMUID1: first motor unit of the pair being considered (it corresponds to parameters.MUID in the other files)MUID2: second motor unit of the pair being considered targetMU: target to be reached in each of the 10 contractions. For more information about the targets, please refer to the article.<br>
DOI: 10.15468/dl.7n489f
title: Occurrence Download

description: A dataset containing 882860 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Rutilus rutilus (Linnaeus, 1758), Micropterus salmoides (Lacepède, 1802), Silurus glanis Linnaeus, 1758, Carassius carassius (Linnaeus, 1758))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 882860 records from 529 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0199559-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hle55b
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Heuchera brevistaminea Wiggins"
 ]
}

 The dataset includes 38 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011828-180131172636756/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.22822397
title: Ambystoma_mexicanum

description: Gene, transcript and intron level classifications, by species
DOI: 10.6084/m9.figshare.22822397.v1
title: Ambystoma_mexicanum

description: Gene, transcript and intron level classifications, by species
DOI: 10.6084/m9.figshare.22822397.v2
title: Ambystoma_mexicanum

description: Gene, transcript and intron level classifications, by species
DOI: 10.15468/dl.n9g2h9
title: Occurrence Download

description: A dataset containing 535 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "License is CC0 1.0",
 "OccurrenceStatus is Present",
 "TaxonKey is Nicotiana glauca Graham",
 "Year 2000-2023"
 ]
}

 The dataset includes 535 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0205105-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dseeub
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil)"
 ]
 }
 },
 "TaxonKey is Ctenosporium R.Kirschner, 2006",
 "Year is greater than or equal to 1991"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060109-240506114902167/datasets/export for details.
DOI: 10.15468/dl.75xrh9
title: Occurrence Download

description: A dataset containing 5898 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leopardus pardalis (Linnaeus, 1758)"
 ]
}

 The dataset includes 5898 records from 228 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029155-210914110416597/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.22822394
title: Amborella_trichopoda

description: Gene, transcript and intron level classifications, by species
DOI: 10.6084/m9.figshare.22822394.v1
title: Amborella_trichopoda

description: Gene, transcript and intron level classifications, by species
DOI: 10.15468/dl.rstnt2
title: Occurrence Download

description: A dataset containing 33505 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Imperata cylindrica (L.) P.Beauv."
 ]
}

 The dataset includes 33505 records from 320 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0199553-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4kye8d
title: Occurrence Download

description: A dataset containing 568015 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Hypericum perforatum)",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2025",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 568015 records from 3354 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072798-251120083545085/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.28473353
title: figshare.xlsx

description: Technologies capable of quantitatively detecting various molecules at trace concentrations without the need for external labels or amplification are crucial for early identification of disease biomarkers in medical diagnostics. In this context, label-free field-effect transistor biosensors based on two-dimensional (2D) materials are highly desired for their exceptional sensitivity. However, the instability of non-covalent interface engineering and variations in device performance lead to poor reproducibility, limiting their use in quantitative analysis. To address these challenges, we functionalize only the edges of graphene by protecting its basal plane with a ceramic material and reversibly modifying the edges using diazonium chemistry. Remarkably, the resulting edge-enhanced graphene quantum capacitor (eGQC) exhibits reusability for up to 100 cycles with reproducible working curves. This achievement enables the robust detection of miRNA-21 molecules, a promising biomarker for early cancer diagnosis, at femtomolar concentrations. The sensing response exhibits a standard deviation of only 41% over 100 continuous miRNA detections, significantly outperforming current state-of-the-art graphene biosensor arrays.<br><br>
DOI: 10.6084/m9.figshare.28473353.v1
title: figshare.xlsx

description: Technologies capable of quantitatively detecting various molecules at trace concentrations without the need for external labels or amplification are crucial for early identification of disease biomarkers in medical diagnostics. In this context, label-free field-effect transistor biosensors based on two-dimensional (2D) materials are highly desired for their exceptional sensitivity. However, the instability of non-covalent interface engineering and variations in device performance lead to poor reproducibility, limiting their use in quantitative analysis. To address these challenges, we functionalize only the edges of graphene by protecting its basal plane with a ceramic material and reversibly modifying the edges using diazonium chemistry. Remarkably, the resulting edge-enhanced graphene quantum capacitor (eGQC) exhibits reusability for up to 100 cycles with reproducible working curves. This achievement enables the robust detection of miRNA-21 molecules, a promising biomarker for early cancer diagnosis, at femtomolar concentrations. The sensing response exhibits a standard deviation of only 41% over 100 continuous miRNA detections, significantly outperforming current state-of-the-art graphene biosensor arrays.<br><br>
DOI: 10.15468/dl.94sd4d
title: Occurrence Download

description: A dataset containing 375158763 species occurrences available in GBIF matching the query:
(Query is too complex. Can be viewed on the landing page)

 The dataset includes 375158763 records from 12449 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003113-250221090833381/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.30294826
title: Classification of tree species for their degree of determinacy

description: This dataset gathers qualitative information on how much leafs are formed from prebuild vs. neogrown tissue. A (not complete) list of tree species is provided based on a small literature search.
DOI: 10.25549/pcra-c14-229601
title: The Word of Truth, 2010, vol. 21, no. 6-7 = Cuvantul Adevarului, 2010, anul XXI, nr 6-7

description: [description english/roman)] The Word of Truth is the periodical, official publication of the Romanian Pentecostal Church beginning from 1990 to present.
DOI: 10.5281/zenodo.10607438
title: RAM-SCB ROPE Dataset and Machine Learning Models with Code

description: This repository contains the machine learning datasets and programs used in the development of the RAM-SCB ROPE.
description: In this work, we address the computational challenges inherent in large-scale physics-based simulation models for the ring current such as the Ring current-Atmosphere interactions Model with Self-Consistent magnetic field (RAM-SCB) particle flux. Reduced computational time allows for significantly faster than real-time forecasting, enhancing our ability to predict and respond to dynamic changes in the ring current, which is particularly valuable for space weather monitoring and mitigation efforts. Additionally, it can also be used for a comprehensive investigation of the system. Thus, our objective is to create an emulator that not only improves efficiency but also facilitates forecasting while providing reliable estimates of prediction uncertainties. The probabilistic emulator is built upon the methodology developed by Licata and Mehta(2023). A novel discrete sampling is used to identify 30 simulation periods over 20 years of solar and geomagnetic activity. Focusing on a subset of particle flux, we use Principal Component Analysis (PCA) for dimensionality reduction and Long Short-Term Memory neural networks (LSTM) to perform dynamic modeling. Hyperparameter space was explored extensively resulting in about 5%  median symmetric accuracy (MdSA) across all datasets for one-step dynamic prediction. A hierarchical ensemble of LSTMs produces a reduced-order probabilistic emulator (ROPE) for time-series forecasting of the ring current's particle flux, providing robust predictions on the test set with an error score below 11% and calibration scores under 8% with bias under 2% working at a speed up of 1250x as compared to RAM-SCB.
DOI: 10.5281/zenodo.10798662
title: RAM-SCB ROPE Dataset and Machine Learning Models with Code

description: This repository contains the machine learning datasets and programs used in the development of the RAM-SCB ROPE.
description: In this work, we address the computational challenges inherent in large-scale physics-based simulation models for the ring current such as the Ring current-Atmosphere interactions Model with Self-Consistent magnetic field (RAM-SCB) particle flux. Reduced computational time allows for significantly faster than real-time forecasting, enhancing our ability to predict and respond to dynamic changes in the ring current, which is particularly valuable for space weather monitoring and mitigation efforts. Additionally, it can also be used for a comprehensive investigation of the system. Thus, our objective is to create an emulator that not only improves efficiency but also facilitates forecasting while providing reliable estimates of prediction uncertainties. The probabilistic emulator is built upon the methodology developed by Licata and Mehta(2023). A novel discrete sampling is used to identify 30 simulation periods over 20 years of solar and geomagnetic activity. Focusing on a subset of particle flux, we use Principal Component Analysis (PCA) for dimensionality reduction and Long Short-Term Memory neural networks (LSTM) to perform dynamic modeling. Hyperparameter space was explored extensively resulting in about 5%  median symmetric accuracy (MdSA) across all datasets for one-step dynamic prediction. A hierarchical ensemble of LSTMs produces a reduced-order probabilistic emulator (ROPE) for time-series forecasting of the ring current's particle flux, providing robust predictions on the test set with an error score below 11% and calibration scores under 8% with bias under 2% working at a speed up of 1250x as compared to RAM-SCB.
DOI: 10.25549/pcra-c14-124191
title: Annual Holy Convocation of the Church of God in Christ (75th: 1982)

description: [description english/roman)] The souvenir journal of the Holy Convocation of the Church of God in Christ. Annually.
DOI: 10.15468/dl.qen4mu
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Brazil",
 "Geometry POLYGON((-55.21729 -27.09948,-46.86768 -27.09948,-46.86768 -21.45435,-55.21729 -21.45435,-55.21729 -27.09948))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Machetornis G.R.Gray, 1841"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0171057-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ydrpef
title: Occurrence Download

description: A dataset containing 2840 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Continent is Europe",
 "Year is greater than 1978",
 "Year is less than 2014",
 "HasGeospatialIssue is false",
 "TaxonKey is Valerianella eriocarpa Desv."
 ]
}

 The dataset includes 2840 records from 131 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054424-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-124188
title: Annual Holy Convocation of the Church of God in Christ (75th: 1982)

description: [description english/roman)] The souvenir journal of the Holy Convocation of the Church of God in Christ. Annually.
DOI: 10.15468/dl.npt75a
title: Occurrence Download

description: A dataset containing 62139 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Fraxinus angustifolia Vahl"
 ]
}

 The dataset includes 62139 records from 447 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0381310-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a4nm2m
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Mantella ebenaui (Boettger, 1880))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 26 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054497-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-124354
title: Annual Holy Convocation of the Church of God in Christ (75th: 1982)

description: [description english/roman)] The souvenir journal of the Holy Convocation of the Church of God in Christ. Annually.
DOI: 10.15468/dl.gw9ceq
title: Occurrence Download

description: A dataset containing 484 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eulacestoma nigropectus De Vis, 1894"
 ]
}

 The dataset includes 484 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0381329-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-124203
title: Annual Holy Convocation of the Church of God in Christ (75th: 1982)

description: [description english/roman)] The souvenir journal of the Holy Convocation of the Church of God in Christ. Annually.
DOI: 10.15468/dl.7epxbd
title: Occurrence Download

description: A dataset containing 133 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Kassina maculata (Duméril, 1853), Kassina maculosa (Sternfeld, 1917))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 133 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054450-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9dgrfe
title: Occurrence Download

description: A dataset containing 1584 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Xenotriccus mexicanus (Zimmer, 1938)"
 ]
}

 The dataset includes 1584 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0381326-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-124317
title: Annual Holy Convocation of the Church of God in Christ (75th: 1982)

description: [description english/roman)] The souvenir journal of the Holy Convocation of the Church of God in Christ. Annually.
DOI: 10.15468/dl.x8vpkj
title: Occurrence Download

description: A dataset containing 212768 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Continent is Europe",
 "Year is greater than 1978",
 "Year is less than 2014",
 "HasGeospatialIssue is false",
 "TaxonKey is Cynosurus cristatus L."
 ]
}

 The dataset includes 212768 records from 642 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054377-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-124320
title: Annual Holy Convocation of the Church of God in Christ (75th: 1982)

description: [description english/roman)] The souvenir journal of the Holy Convocation of the Church of God in Christ. Annually.
DOI: 10.15468/dl.2hnujq
title: Occurrence Download

description: A dataset containing 141 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Artemisia morrisonensis Hayata",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 141 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009939-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mx56mq
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Artemisia knorringiana Krasch."
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054427-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-124219
title: Annual Holy Convocation of the Church of God in Christ (75th: 1982)

description: [description english/roman)] The souvenir journal of the Holy Convocation of the Church of God in Christ. Annually.
DOI: 10.15468/dl.3mt37s
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pitohui cerviniventris (G.R.Gray, 1862)"
 ]
}

 The dataset includes 14 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0381338-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rtvqsw
title: Occurrence Download

description: A dataset containing 3891 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Miscanthus sinensis Andersson",
 "HasCoordinate is true",
 "BasisOfRecord is Specimen"
 ]
}

 The dataset includes 3891 records from 175 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054445-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-124349
title: Annual Holy Convocation of the Church of God in Christ (75th: 1982)

description: [description english/roman)] The souvenir journal of the Holy Convocation of the Church of God in Christ. Annually.
DOI: 10.15468/dl.pfk6tt
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crossocheilus obscurus Tan & Kottelat, 2009"
 ]
}

 The dataset includes 7 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0329029-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.