cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25346/s6/ta1cup
title: LARIAC data download instructions.

description: This is the instruction about how to download LARIAC data from Data Science Center.
DOI: 10.15468/dl.6ps4rf
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "Geometry POLYGON((-73.6854 -37.29121,-72.8455 -37.29121,-72.8455 -36.50217,-73.6854 -36.50217,-73.6854 -37.29121))",
 "TaxonKey is Pleurodema thaul"
 ]
}

 The dataset includes 43 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002727-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3zypvq
title: Occurrence Download

description: A dataset containing 1352 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Monopterus albus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1352 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002726-260129131611470/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.31215928
title: Multi-source dataset for Bitcoin price prediction

description: Este dataset contiene 275174 registros de alta frecuencia (intervalos de 15 minutos) diseñados para el entrenamiento y validación de modelos de Machine Learning en el ámbito de las finanzas cuantitativas. El conjunto de datos fusiona métricas del mercado de criptoactivos (Binance) con indicadores de sentimiento extraídos de redes sociales.
DOI: 10.6084/m9.figshare.31215928.v1
title: Multi-source dataset for Bitcoin price prediction

description: Este dataset contiene 275174 registros de alta frecuencia (intervalos de 15 minutos) diseñados para el entrenamiento y validación de modelos de Machine Learning en el ámbito de las finanzas cuantitativas. El conjunto de datos fusiona métricas del mercado de criptoactivos (Binance) con indicadores de sentimiento extraídos de redes sociales.
DOI: 10.15468/dl.ntrj54
title: Occurrence Download

description: A dataset containing 1243 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Celtis caudata"
 ]
}

 The dataset includes 1243 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002728-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18436268
title: SuperDARN data in netCDF format (2008-Jul)

description: 2008-Jul SuperDARN radar data in netCDF format. These files were produced using version 3.0 of the public FitACF algorithm, using the AACGM v2 coordinate system. Cite this dataset if using our data in a publication.


The RST is available here: https://github.com/SuperDARN/rst



The research enabled by SuperDARN is due to the efforts of teams of scientists and engineers working in many countries to build and operate radars, process data and provide access, develop and improve data products, and assist users in interpretation.
Users of SuperDARN data and data products are asked to acknowledge this support in presentations and publications.
A brief statement on how to acknowledge use of SuperDARN data is provided below.




Users are also asked to consult with a SuperDARN PI prior to submission of work intended for publication.
A listing of radars and PIs with contact information can be found here:
(SuperDARN Radar Overview)



Recommended form of acknowledgement for the use of SuperDARN data:



'The authors acknowledge the use of SuperDARN data. SuperDARN is a collection of radars funded by national scientific funding agencies of Australia, Canada, China, France, Italy, Japan, Norway, South Africa, United Kingdom and the United States of America.'
DOI: 10.5281/zenodo.6579564
title: SuperDARN data in netCDF format (2008-Jul)

description: 2008-Jul SuperDARN radar data in netCDF format. These files were produced using version 3.0 of the public FitACF algorithm, using the AACGM v2 coordinate system. Cite this dataset if using our data in a publication.


The RST is available here: https://github.com/SuperDARN/rst



The research enabled by SuperDARN is due to the efforts of teams of scientists and engineers working in many countries to build and operate radars, process data and provide access, develop and improve data products, and assist users in interpretation.
Users of SuperDARN data and data products are asked to acknowledge this support in presentations and publications.
A brief statement on how to acknowledge use of SuperDARN data is provided below.




Users are also asked to consult with a SuperDARN PI prior to submission of work intended for publication.
A listing of radars and PIs with contact information can be found here:
(SuperDARN Radar Overview)



Recommended form of acknowledgement for the use of SuperDARN data:



'The authors acknowledge the use of SuperDARN data. SuperDARN is a collection of radars funded by national scientific funding agencies of Australia, Canada, China, France, Italy, Japan, Norway, South Africa, United Kingdom and the United States of America.'
DOI: 10.22002/dp6gb-ky687
title: Source data_NCOMMS-25-63248 : Efficient pheromone navigation via antagonistic detectors in Caenorhabditis elegans male

description: Chemotaxis to a moving potential mate that emits a volatile sex pheromone poses a navigation challenge requiring rapid, precise responses to maximize reproductive success. Volatile chemicals form gradients that differ from soluble compounds, potentially making navigation based on comparisons between spatially separated sensors unreliable for small-bodied animals. Here we show that, rather than a simple spatial comparison, Caenorhabditis elegans males employ an antagonistic strategy, comparing inputs from sex-shared head (AWA) and male-specific tail (PHD) sensory neurons with distinct response properties. Despite sharing a receptor, SRD-1, these detectors play different roles: AWAs promote forward movement and acceleration, while PHDs induce reversals and deceleration. In rising pheromone gradients, AWA activity dominates; in falling gradients, AWA inactivates, allowing PHD to correct trajectories. AWAs are essential for mate-searching, while PHDs are crucial for complex tasks. A minimal computational model reproduces these behaviors and infers how head–tail signals are combined. Thus, a sexually dimorphic, antagonistic sensory system enables adaptive navigation in dynamic environments.
DOI: 10.6084/m9.figshare.28921295
title: Single-nucleus RNA sequencing of rostral ventromedial medulla in mice with trigeminal neuralgia

description: <b>Aim:</b> To investigate the transcriptional changes and cell interactions following trigeminal neuralgia (TN) in different cell types in rostral ventromedial medulla (RVM).<b>Methods:</b> In this study, trigeminal neuropathic pain was induced in mice by ligating the left infraorbital nerve. Ten days after nerve ligation, we performed single-nucleus RNA sequencing of the RVM cells from the Sham and TN groups.<b>Results:</b> We identified neurons, astrocytes, microglial cells, oligodendrocytes, oligodendrocyte progenitor cells, Purkinje cells, neuroblasts, endothelial cells and fibroblasts in RVM tissue. After analyzing the cell-type-specific transcriptional changes in the RVM following nerve ligation, we found that the number of neurons and Purkinje cells in the RVM increased. Furthermore, the differentially expressed genes (DEGs) in neurons and astrocytes between the two groups was identified. The downregulated DEGs in neurons were significantly enriched in GABAergic synapse (such as <i>Gabrg3</i> and <i>Gabra2</i>). The upregulated DEGs in neurons were enriched in glutamatergic synapse and voltage-gated ion channels. The downregulated DEGs in astrocytes involved in regulation of the postsynaptic membrane and synaptic membrane were enriched. Notably, the CellChat analysis highlights the Slit2–Robo 1/2 signaling pathway as a key route of communication between neurons and astrocytes after nerve ligation.<b>Conclusions:</b> This study analyzed cell-type-specific transcriptional responses to pain, and identified the possible key genes involved in TN. We inferred cell-state-specific communication in various cell types. Our findings provide potential targets, such as Slit2–Robo 1/2, Gabrg3, Gabra2, Grm4, Grik2, Cadps2 and Camk4 on therapeutic strategies for neuropathic or orofacial pain.
DOI: 10.6084/m9.figshare.28921295.v2
title: Single-nucleus RNA sequencing of rostral ventromedial medulla in mice with trigeminal neuralgia

description: <b>Aim:</b> To investigate the transcriptional changes and cell interactions following trigeminal neuralgia (TN) in different cell types in rostral ventromedial medulla (RVM).<b>Methods:</b> In this study, trigeminal neuropathic pain was induced in mice by ligating the left infraorbital nerve. Ten days after nerve ligation, we performed single-nucleus RNA sequencing of the RVM cells from the Sham and TN groups.<b>Results:</b> We identified neurons, astrocytes, microglial cells, oligodendrocytes, oligodendrocyte progenitor cells, Purkinje cells, neuroblasts, endothelial cells and fibroblasts in RVM tissue. After analyzing the cell-type-specific transcriptional changes in the RVM following nerve ligation, we found that the number of neurons and Purkinje cells in the RVM increased. Furthermore, the differentially expressed genes (DEGs) in neurons and astrocytes between the two groups was identified. The downregulated DEGs in neurons were significantly enriched in GABAergic synapse (such as <i>Gabrg3</i> and <i>Gabra2</i>). The upregulated DEGs in neurons were enriched in glutamatergic synapse and voltage-gated ion channels. The downregulated DEGs in astrocytes involved in regulation of the postsynaptic membrane and synaptic membrane were enriched. Notably, the CellChat analysis highlights the Slit2–Robo 1/2 signaling pathway as a key route of communication between neurons and astrocytes after nerve ligation.<b>Conclusions:</b> This study analyzed cell-type-specific transcriptional responses to pain, and identified the possible key genes involved in TN. We inferred cell-state-specific communication in various cell types. Our findings provide potential targets, such as Slit2–Robo 1/2, Gabrg3, Gabra2, Grm4, Grik2, Cadps2 and Camk4 on therapeutic strategies for neuropathic or orofacial pain.
DOI: 10.6084/m9.figshare.28921295.v1
title: Single-nucleus RNA sequencing of rostral ventromedial medulla in mice with trigeminal neuralgia

description: To investigate the transcriptional changes and cell interactions following trigeminal neuralgia in different cell types in rostral ventromedial medulla (RVM). In the present study, trigeminal neuropathic pain was induced in mice by ligating the left infraorbital nerve. Ten days after nerve ligation, we performed single-nucleus RNA sequencing of the RVM cells from the Sham and TN (trigeminal neuralgia) groups. We identified neurons, astrocytes, microglial cells, oligodendrocytes, oligodendrocyte progenitor cells, Purkinje cells, neuroblasts, endothelial cells, and fibroblasts in RVM tissue. After analyzing the cell-type-specific transcriptional changes in the RVM following nerve ligation, we found that the number of neurons and Purkinje cells in the RVM increased. Furthermore, the differentially expressed genes (DEGs) in neurons and astrocytes between the two groups was identified. The downregulated DEGs in neurons were significantly enriched in GABAergic synapse (such as <i>Gabrg3</i> and <i>Gabra2</i>). The upregulated DEGs in neurons were enriched in glutamatergic synapse and voltage-gated ion channels. The downregulated DEGs in astrocytes involved in regulation of the postsynaptic membrane and synaptic membrane were enriched. Notably, the CellChat analysis highlights the Slit2–Robo 1/2 signaling pathway as a key route of communication between neurons and astrocytes after nerve ligation. The present study analyzed cell-type-specific transcriptional responses to pain, and identified the possible key genes involved in trigeminal neuralgia. We inferred cell-state-specific communication in various cell types. Our findings provide potential targets such as Slit2–Robo 1/2, Gabrg3, Gabra2, Grm4, Grik2, Cadps2 and Camk4 on therapeutic strategies for neuropathic or orofacial pain.
DOI: 10.6084/m9.figshare.28931186
title: Passive mapping of hand motor cortex across altered states of consciousness

description: To evaluate the ability of median nerve stimulation (MNS)-induced high gamma band (HGB) activity in mapping the hand motor cortex at different states of consciousness. Five patients undergoing awake craniotomy were recruited. MNS-induced electrocorticographic signals were recorded from awake to anesthetic states, with the loss of consciousness (LOC) session divided into three stages (LOC1, LOC2, and LOC3) based on conscious level. HGB signals were analyzed to localize hand motor cortex. Linear models were applied to analyze HGB dynamics during LOC. The sensitivity of hand motor cortex mapping based on HGB average envelope at short-latency period was 100%, 96.67%±3.33%, 83.47%±8.19%, and 82.22%±11.44% for the awake, LOC1, LOC2 and LOC3 stages. The sensitivity for HGB average envelope at long-latency period was 92.67%±4.52%, 90.85%±4.13%, 72.27%±17.07%, and 40.53%±12.82% across the same stages. The sensitivity based on HGB average power at short-latency period decreased from 100% in awake stage to 72.83%±12.95%, 48.11%±15.95%, and 21.12%±5.70% across LOC stages. The sensitivity for HGB average power at long-latency period dropped from 92.67%±4.52% in awake stage to 70.94%±10.79%, 58.37%±17.49%, and 25.71%±14.95% in the subsequent LOC stages. The slope coefficient of the simple linear model for long-latency average envelope was significantly smaller than that for short-latency. In the linear mixed effects model, the Condition × Sliding Window estimate coefficient was −0.794. In awake state, HGB average envelope and average power both effectively localized hand motor cortex. With declining consciousness, the mapping ability of average power significantly deteriorated, while the mapping ability of short-latency average envelope remained relatively stable.
DOI: 10.6084/m9.figshare.28931186.v1
title: Passive mapping of hand motor cortex across altered states of consciousness

description: To evaluate the ability of median nerve stimulation (MNS)-induced high gamma band (HGB) activity in mapping the hand motor cortex at different states of consciousness. Five patients undergoing awake craniotomy were recruited. MNS-induced electrocorticographic signals were recorded from awake to anesthetic states, with the loss of consciousness (LOC) session divided into three stages (LOC1, LOC2, and LOC3) based on conscious level. HGB signals were analyzed to localize hand motor cortex. Linear models were applied to analyze HGB dynamics during LOC. The sensitivity of hand motor cortex mapping based on HGB average envelope at short-latency period was 100%, 96.67%±3.33%, 83.47%±8.19%, and 82.22%±11.44% for the awake, LOC1, LOC2 and LOC3 stages. The sensitivity for HGB average envelope at long-latency period was 92.67%±4.52%, 90.85%±4.13%, 72.27%±17.07%, and 40.53%±12.82% across the same stages. The sensitivity based on HGB average power at short-latency period decreased from 100% in awake stage to 72.83%±12.95%, 48.11%±15.95%, and 21.12%±5.70% across LOC stages. The sensitivity for HGB average power at long-latency period dropped from 92.67%±4.52% in awake stage to 70.94%±10.79%, 58.37%±17.49%, and 25.71%±14.95% in the subsequent LOC stages. The slope coefficient of the simple linear model for long-latency average envelope was significantly smaller than that for short-latency. In the linear mixed effects model, the Condition × Sliding Window estimate coefficient was −0.794. In awake state, HGB average envelope and average power both effectively localized hand motor cortex. With declining consciousness, the mapping ability of average power significantly deteriorated, while the mapping ability of short-latency average envelope remained relatively stable.
DOI: 10.6084/m9.figshare.29302280
title: Exploring the characteristics of retrograde trans-synaptic degeneration from retinal ganglion cells loss in patients with homonymous hemianopia caused by acquired cerebral lesions

description: The existence of retrograde trans-synaptic degeneration (RTD) had been a controversial due to no structural continuity of two neurons in human. The study aimed to detect the macular retinal ganglion cell layer (mRGCL) loss in homonymous hemianopia (HH) patients caused by acquired cerebral lesions using optical coherence tomography (OCT) to explore RTD characteristics. A total of 40 HH patients (80 eyes) were enrolled this study. All the patients underwent OCT examination to evaluate the peripapillary retinal nerve fiber layer (pRFNL) and mRGCL loss. Their VF defects (mean deviations [MDs]) were assessed by Humphrey Perimeter. pRNFL and mRGCL thicknesses in HH patients reduced markedly compared to that in healthy eyes. Temporal mRGCL thicknesses in ipsilateral eyes reduced 4.77 ± 7.98 μm (<i>p</i> = 0.002) in contrast to their contralateral eyes. Nasal mRGCL thickness in contralateral eyes reduced 5.75 ± 10.44 μm (<i>p</i> = 0.004), compared to their ipsilateral eyes. Additionally, trauma (<i>p</i> = 0.08) and tumor (<i>p</i> = 0.030) cerebral lesions caused more pRNFL loss than that of cerebrovascular diseases. VF defects (MD) had linear correlations to mRGCL thicknesses in nasal hemisphere in contralateral eyes (<i>r</i> = 0.397, <i>p</i> = 0.0404). The mRGCL and pRNFL loss occurred as early as 2–3 months after cerebral lesions occurred and progressed over time. RTD caused by acquired cerebral lesions were objectively detected by OCT and its characteristics were consistent to anatomic features of visual pathway. The mRGCL loss due to RTD correlated to VF defects and trauma and tumors caused greater injuries in pRNFL. Visual pathway could be an ideal model and OCT is a useful tool for RTD.
DOI: 10.6084/m9.figshare.29302280.v1
title: Exploring the characteristics of retrograde trans-synaptic de- generation from retinal ganglion cells loss in patients with homonymous hemianopia caused by acquired cerebral lesions

description: The existence of retrograde trans-synaptic degeneration (RTD) had been a controversial due to no structural continuity of two neurons in human. The study aimed to detect the macular retinal ganglion cell layer (mRGCL) loss in homonymous hemianopia (HH) patients caused by acquired cerebral lesions using optical coherence tomography (OCT) to explore RTD characteristics. 40 HH patients (80 eyes) were enrolled this study. All the patients underwent OCT examination to evaluate the peripapillary retinal nerve fiber layer (pRFNL) and mRGCL loss. Their VF defects (mean deviations, MD) were assessed by Humphrey Perimeter. pRNFL and mRGCL thicknesses in HH patients reduced markedly compared to that in healthy eyes. Temporal mRGCL thicknesses in ipsilateral eyes reduced 4.77 ± 7.98μm (p = 0.002) in contrast to their contralateral eyes. Nasal mRGCL thickness in contralateral eyes reduced 5.75 ± 10.44μm (p = 0.004), compared to their ipsilateral eyes. Additionally, trauma (p= 0.08) and tumor(p = 0.030) cerebral lesions caused more pRNFL loss than that of cerebrovascular diseases. VF defects (MD) had linear correlations to mRGCL thicknesses in nasal hemisphere in contralateral eyes(r = 0.397, p = 0.0404). The mRGCL and pRNFL loss occurred as early as 2-3 months after cerebral lesions occurred and progressed over time. RTD caused by acquired cerebral lesions were objectively detected by OCT and its characteristics were consistent to anatomic features of visual pathway. The mRGCL loss due to RTD correlated to VF defects and trauma and tumors caused greater injuries in pRNFL. Visual pathway could be an ideal model and OCT is a useful tool for RTD.
DOI: 10.6084/m9.figshare.29302280.v2
title: Exploring the characteristics of retrograde trans-synaptic degeneration from retinal ganglion cells loss in patients with homonymous hemianopia caused by acquired cerebral lesions

description: The existence of retrograde trans-synaptic degeneration (RTD) had been a controversial due to no structural continuity of two neurons in human. The study aimed to detect the macular retinal ganglion cell layer (mRGCL) loss in homonymous hemianopia (HH) patients caused by acquired cerebral lesions using optical coherence tomography (OCT) to explore RTD characteristics. A total of 40 HH patients (80 eyes) were enrolled this study. All the patients underwent OCT examination to evaluate the peripapillary retinal nerve fiber layer (pRFNL) and mRGCL loss. Their VF defects (mean deviations [MDs]) were assessed by Humphrey Perimeter. pRNFL and mRGCL thicknesses in HH patients reduced markedly compared to that in healthy eyes. Temporal mRGCL thicknesses in ipsilateral eyes reduced 4.77 ± 7.98 μm (<i>p</i> = 0.002) in contrast to their contralateral eyes. Nasal mRGCL thickness in contralateral eyes reduced 5.75 ± 10.44 μm (<i>p</i> = 0.004), compared to their ipsilateral eyes. Additionally, trauma (<i>p</i> = 0.08) and tumor (<i>p</i> = 0.030) cerebral lesions caused more pRNFL loss than that of cerebrovascular diseases. VF defects (MD) had linear correlations to mRGCL thicknesses in nasal hemisphere in contralateral eyes (<i>r</i> = 0.397, <i>p</i> = 0.0404). The mRGCL and pRNFL loss occurred as early as 2–3 months after cerebral lesions occurred and progressed over time. RTD caused by acquired cerebral lesions were objectively detected by OCT and its characteristics were consistent to anatomic features of visual pathway. The mRGCL loss due to RTD correlated to VF defects and trauma and tumors caused greater injuries in pRNFL. Visual pathway could be an ideal model and OCT is a useful tool for RTD.
DOI: 10.57967/hf/7680
title: Disaster-Type_Classification_Dataset_for_Automated_Fact-Checking
DOI: 10.15468/dl.6fs4b8
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carinotetraodon travancoricus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 17 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002729-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.66ep7x
title: Occurrence Download

description: A dataset containing 321 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Scyphophorus acupunctatus"
 ]
}

 The dataset includes 321 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002730-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17664059
title: Raw Data for "Directed or Undirected: Investigating Fuzzing Strategies in a CI/CD Setup" Full Paper
DOI: 10.5281/zenodo.17664060
title: Raw Data for "Directed or Undirected: Investigating Fuzzing Strategies in a CI/CD Setup" Full Paper