cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.7850791
title: Dataset de políticos españoles: Perfil de los diputados del congreso que iniciaron la XIII legislatura y permanecen en la XIV legislatura.

description: 1. Variables "PARTIDO.x" y "PARTIDO.y": indican el partido al que pertenecen. 2. Variable "PATRIMONIO_NO_INMOBILIARIO": muestra el patrimonio no inmobiliario declarado por los políticos. 3. Variable "DEUDA": indica la deuda declarada. 4. Variable "HUEYA PARLAMENTARIA": El indicador se calcula, para cada diputado o diputada, a partir de las siguientes variables: Número de iniciativas presentadas desde el inicio de la legislatura, ponderado por cada tipo de iniciativa. Número de Proposiciones de Ley y Proposiciones No de Ley aprobadas de entre las presentadas por cada miembro del Congreso en cada temática. Existencia o no de una cuenta de correo electrónico pública. Existencia o no de redes sociales públicas. Número de meses transcurridos desde la última iniciativa presentada. 5. Variable "ORIGEN": indica la ciudad de origen del político. 6. Variable "EDAD": indica la edad del político. 7. Variable "LEGISLATURAS": indica las legislaturas en las que ha participado. 8. Variable "CALIDAD DE INICIATIVAS" muestra la calidad de las iniciativas presentadas por el político en diferentes áreas temáticas, según una escala del 0 al 1000 basado en el mismo algoritmo de la huella.
DOI: 10.5281/zenodo.7850790
title: Dataset de políticos españoles: Perfil de los diputados del congreso que iniciaron la XIII legislatura y permanecen en la XIV legislatura.

description: 1. Variables "PARTIDO.x" y "PARTIDO.y": indican el partido al que pertenecen. 2. Variable "PATRIMONIO_NO_INMOBILIARIO": muestra el patrimonio no inmobiliario declarado por los políticos. 3. Variable "DEUDA": indica la deuda declarada. 4. Variable "HUEYA PARLAMENTARIA": El indicador se calcula, para cada diputado o diputada, a partir de las siguientes variables: Número de iniciativas presentadas desde el inicio de la legislatura, ponderado por cada tipo de iniciativa. Número de Proposiciones de Ley y Proposiciones No de Ley aprobadas de entre las presentadas por cada miembro del Congreso en cada temática. Existencia o no de una cuenta de correo electrónico pública. Existencia o no de redes sociales públicas. Número de meses transcurridos desde la última iniciativa presentada. 5. Variable "ORIGEN": indica la ciudad de origen del político. 6. Variable "EDAD": indica la edad del político. 7. Variable "LEGISLATURAS": indica las legislaturas en las que ha participado. 8. Variable "CALIDAD DE INICIATIVAS" muestra la calidad de las iniciativas presentadas por el político en diferentes áreas temáticas, según una escala del 0 al 1000 basado en el mismo algoritmo de la huella.
DOI: 10.5066/p9b04452
title: Arundo donax (Arundo Cane) Image Classification along the Rio Grande in Webb County, Texas, 2020&ndash;2021

description: This data release contains�geospatial thematic (classified) images and�vector (polygon) data derived from WorldView-3 satellite imagery. Imagey was obtained during 2020?21 along the Rio Grande in Webb County, Texas.�The polygon data represent the area of interest (AOI) and the analysis study area (buffer zone that extends one mile east of the Rio Grande center line) on the U.S. side of the Mexico/United States border. Arundo donax (Arundo cane, giant reed, or Carrizo cane), is an invasive bamboo-like perennial grass most common to riparian areas throughout the southwestern United States. Because it displaces native riparian vegetation, Arundo cane has greatly disrupted the health of riparian ecosystems in the southwestern United States and northern Mexico during the past 50 years. Arundo cane also has created border security problems along the Rio Grande as it grows in tall, thick stands that reduce visibility. In 2015-2016, the Texas State Legislature directed the Texas State Soil and Water Conservation Board (TSSWCB) to ?develop and implement a program to eradicate Carrizo cane along the Rio Grande? (Texas Senate Bill 1734). One of the ecosystem-based approaches implemented by TSSWCB was the use of imazapyr and glyphosate herbicides. To better understand the effects of the herbicide treatment on the targeted vegetation, the U.S. Geological Survey (USGS) in cooperation with TSSWCB, acquired high-resolution WorldView-3 Standard Imagery on 3 days to assess Arundo cane extent along the reach before, during, and after the herbicide treatment period (June 30, 2020, September 26, 2020, and May 07, 2021, respectively). Following a similar methodology described by Yang and others (2009), the assessment was completed by computing a maximum likelihood supervised classification on WorldView-3 imagery to estimate the areas covered by Arundo cane, water, and mixed cover on a one-mile buffer, east of the Rio Grande on the Texas side of the Mexico/United States border. Water-quality data associated with the herbicide treatment were collected from a segment of the Rio Grande in conjunction with the acquisition of the imagery data. The water-quality data are available in a separate USGS data release (Crow, 2021).
DOI: 10.5281/zenodo.7850796
title: IODP Expedition 396 X-ray fluorescence (XRF)

description: Elemental peak intensities in section halves were measured by an Avaatech X-ray fluorescence (XRF) Core Scanner postexpedition. Each measurement position may be measured at multiple XRF conditions in order to excite and measure specific ranges of elements (e.g., 10 kV and no filter for light elements). Peak intensity changes (concentrations not provided) are then used to help recognize and define major chemostratigraphic units without the need for destructive sampling. Data are presented in comma-delimited (CSV) files by section and by energy/instrumental conditions.
DOI: 10.5281/zenodo.7850795
title: IODP Expedition 396 X-ray fluorescence (XRF)

description: Elemental peak intensities in section halves were measured by an Avaatech X-ray fluorescence (XRF) Core Scanner postexpedition. Each measurement position may be measured at multiple XRF conditions in order to excite and measure specific ranges of elements (e.g., 10 kV and no filter for light elements). Peak intensity changes (concentrations not provided) are then used to help recognize and define major chemostratigraphic units without the need for destructive sampling. Data are presented in comma-delimited (CSV) files by section and by energy/instrumental conditions.
DOI: 10.35077/act-lab
title: Neuron Morphology data in tiff stack format from Patch-seq experiments in human neocortex, Cell ID 1037468224

description: Human neocortical neurons display diverse morphology, physiology and gene expression profiles. We use a method called Patch-seq, where these three data modalities are assayed simultaneously from the same neuron, to understand how the genetic profile of human neocortical neuron types corresponds to their morphological and electrophysiological phenotypes. This collection may contain image stacks (TIFF), reconstruction files in image space (.swc, µm), a transformed file (.swc, µm) oriented so that the y axis extends vertically towards the pia surface, and a marker file (.marker, µm) indicating nodes where dendrites were truncated (10), reconstruction was not continued (20), or surface of tissue was closest to soma (30).
description: https://www.protocols.io/view/patch-seq-recording-and-extraction-detailed-protoc-5qpvoyb2bg4o/v2, https://www.protocols.io/view/3d-reconstruction-of-neurons-in-vaa3d-v-3-36wgq5683gk5/v3
description: DATASET METADATA: title:'Neuron Morphology data in tiff stack format from Patch-seq experiments in human neocortex, Cell ID 1037468224', GeneralModality:'cell morphology', Technique:'Patch-seq' SPECIMEN METADATA: LocalID:'H20.03.305', Species:'Human', NCBITaxonomy:'NCBI:txid9606', Age:'50', Ageunit:'years', Sex:'Male', Genotype:'culture, enhancer AAV', OrganName:'Brain', SampleLocalID:'1037468224', Atlas:'Ding, Song-Lin et al. “Comprehensive cellular-resolution atlas of the adult human brain.” The Journal of comparative neurology vol. 524,16 (2016): 3127-481. doi:10.1002/cne.24531', Locations:'MTG' INSTRUMENT METADATA: MicroscopeType:'Brightfield', MicroscopeManufacturerAndModel:'Zeiss AxioImager Z2 microscope', ObjectiveImmersion:'Oil' IMAGE METADATA: xAxis:'NA', yAxis:'NA', zAxis:'NA', Number:'NA', displayColor:'NA', stepSizeX:'0.114', stepSizeY:'0.114', stepSizeZ:'0.44'
DOI: 10.6084/m9.figshare.22670152
title: Shedding light on trophic interactions: A field experiment on the effect of human population across latitudes on herbivory and predation patterns.

description: Data, scripts and images used in "Shedding light on trophic interactions: A field experiment on the effect of human population across latitudes on herbivory and predation patterns."
DOI: 10.6084/m9.figshare.22670152.v1
title: Shedding light on trophic interactions: A field experiment on the effect of human population across latitudes on herbivory and predation patterns.

description: Data, scripts and images used in "Shedding light on trophic interactions: A field experiment on the effect of human population across latitudes on herbivory and predation patterns."
DOI: 10.35077/act-lag
title: Neuron Morphology data in tiff stack format from Patch-seq experiments in human neocortex, Cell ID 1037948195

description: Human neocortical neurons display diverse morphology, physiology and gene expression profiles. We use a method called Patch-seq, where these three data modalities are assayed simultaneously from the same neuron, to understand how the genetic profile of human neocortical neuron types corresponds to their morphological and electrophysiological phenotypes. This collection may contain image stacks (TIFF), reconstruction files in image space (.swc, µm), a transformed file (.swc, µm) oriented so that the y axis extends vertically towards the pia surface, and a marker file (.marker, µm) indicating nodes where dendrites were truncated (10), reconstruction was not continued (20), or surface of tissue was closest to soma (30).
description: https://www.protocols.io/view/patch-seq-recording-and-extraction-detailed-protoc-5qpvoyb2bg4o/v2, https://www.protocols.io/view/3d-reconstruction-of-neurons-in-vaa3d-v-3-36wgq5683gk5/v3
description: DATASET METADATA: title:'Neuron Morphology data in tiff stack format from Patch-seq experiments in human neocortex, Cell ID 1037948195', GeneralModality:'cell morphology', Technique:'Patch-seq' SPECIMEN METADATA: LocalID:'H20.03.305', Species:'Human', NCBITaxonomy:'NCBI:txid9606', Age:'50', Ageunit:'years', Sex:'Male', Genotype:'culture, enhancer AAV', OrganName:'Brain', SampleLocalID:'1037948195', Atlas:'Ding, Song-Lin et al. “Comprehensive cellular-resolution atlas of the adult human brain.” The Journal of comparative neurology vol. 524,16 (2016): 3127-481. doi:10.1002/cne.24532', Locations:'MTG' INSTRUMENT METADATA: MicroscopeType:'Brightfield', MicroscopeManufacturerAndModel:'Zeiss AxioImager Z2 microscope', ObjectiveImmersion:'Oil' IMAGE METADATA: xAxis:'NA', yAxis:'NA', zAxis:'NA', Number:'NA', displayColor:'NA', stepSizeX:'0.114', stepSizeY:'0.114', stepSizeZ:'0.44'
DOI: 10.34740/kaggle/dsv/5470983
title: Balochi Language to English Translation Dataset
DOI: 10.5281/zenodo.7850497
title: Pitch-angle and energy diffusion coefficients calculated for ions interacting with kinetic Alfven waves near the magnetopause

description: In each file:<br> the first row (starting with the second column) contains pitch-angle grid in degrees<br> the first column (starting with the second row) contains the energy grid in keV<br> "x_to_L" value in the file name denotes the position in space along the normal to the magnetopause relative to the current sheet center (see description file).<br> energy diffusion coefficients are measured in keV^2/s, and pitch-angle coefficients are measured in rad^2/s.
DOI: 10.5281/zenodo.7850496
title: Pitch-angle and energy diffusion coefficients calculated for ions interacting with kinetic Alfven waves near the magnetopause

description: In each file:<br> the first row (starting with the second column) contains pitch-angle grid in degrees<br> the first column (starting with the second row) contains the energy grid in keV<br> "x_to_L" value in the file name denotes the position in space along the normal to the magnetopause relative to the current sheet center (see description file).<br> energy diffusion coefficients are measured in keV^2/s, and pitch-angle coefficients are measured in rad^2/s.
DOI: 10.5281/zenodo.7850816
title: Arrow Matrix Decompositions

description: Datasets for artifact evaluation.
DOI: 10.5281/zenodo.7850815
title: Arrow Matrix Decompositions

description: Datasets for artifact evaluation.
DOI: 10.5281/zenodo.7850849
title: IODP Expedition 374 X-ray fluorescence (XRF)

description: Elemental peak intensities in section halves were measured by an Avaatech X-ray fluorescence (XRF) Core Scanner postexpedition. Each measurement position may be measured at multiple XRF conditions in order to excite and measure specific ranges of elements (e.g., 10 kV and no filter for light elements). Peak intensity changes (concentrations not provided) are then used to help recognize and define major chemostratigraphic units without the need for destructive sampling. Data are presented in comma-delimited (CSV) files by section and by energy/instrumental conditions.
DOI: 10.5281/zenodo.7850848
title: IODP Expedition 374 X-ray fluorescence (XRF)

description: Elemental peak intensities in section halves were measured by an Avaatech X-ray fluorescence (XRF) Core Scanner postexpedition. Each measurement position may be measured at multiple XRF conditions in order to excite and measure specific ranges of elements (e.g., 10 kV and no filter for light elements). Peak intensity changes (concentrations not provided) are then used to help recognize and define major chemostratigraphic units without the need for destructive sampling. Data are presented in comma-delimited (CSV) files by section and by energy/instrumental conditions.
DOI: 10.5281/zenodo.7850874
title: Listado de los inmuebles en alquiler en la ciudad de Valencia

description: <strong>El dataset contiene una relación de los inmuebles disponibles para su alquiler en la ciudad de Valencia (España) a fecha de su obtención (20 de abril de 2023). Cada muestra del dataset representa un inmueble y cada columna uno de sus atributos, siendo extraídos aquellos más significativos de todos los disponibles, como son: el precio o la superficie en metros cuadrados, entre otros.</strong> <strong>El dataset pretende servir de base de datos fácilmente analizable por múltiples algoritmos y técnicas: como el machine learning o deep learning, de ahí que se haya optado por su exportación a formato CSV en una tabla con forma de matriz regular (1900 filas y 8 columnas).</strong>
DOI: 10.5281/zenodo.7850873
title: Listado de los inmuebles en alquiler en la ciudad de Valencia

description: <strong>El dataset contiene una relación de los inmuebles disponibles para su alquiler en la ciudad de Valencia (España) a fecha de su obtención (20 de abril de 2023). Cada muestra del dataset representa un inmueble y cada columna uno de sus atributos, siendo extraídos aquellos más significativos de todos los disponibles, como son: el precio o la superficie en metros cuadrados, entre otros.</strong> <strong>El dataset pretende servir de base de datos fácilmente analizable por múltiples algoritmos y técnicas: como el machine learning o deep learning, de ahí que se haya optado por su exportación a formato CSV en una tabla con forma de matriz regular (1900 filas y 8 columnas).</strong>
DOI: 10.15482/usda.adc/1528791
title: Effect of burn season and grazing deferment on mountain big sagebrush plant communities

description: Relative species and cover group data from a four-year long replicated experiment comparing the effects of season of fire (spring or fall) and sheep grazing deferment on sagebrush-steppe rangelands in east Idaho, USA. Study conducted by USDA-Agriculture Research Service Range Sheep Production Efficiency Research unit staff at the US Sheep Experiment Station near Dubois, ID. Deferment treatments included either no grazing for one or two growing seasons after fire, or no deferment, in which domestic sheep returned in the season after fire. Data also include species lookup table, precipitation data, and data library.
Resources in this dataset:


Resource Title: Species Lookup Table
File Name: SpeciesListPrint2.csv
Resource Description: Species code and cover group code table


Resource Title: Data dictionary
File Name: DataDictionary_SFF_2023.xlsx
Resource Description: Data dictionary for data tables


Resource Title: US Sheep Experiment Station Long Term Precipitation Record (inches)
File Name: PrecipUSSESInches.csv
Resource Description: US Sheep Experiment Station Long Term Precipitation Record (inches). Collected at Station Headquarters near Dubois, Idaho.


Resource Title: Relative Cover Data by Species
File Name: FoliarCoverSpecies.csv
Resource Description: Relative cover data by species (codes). See species lookup table for species names.


Resource Title: Relative cover data by cover groups
File Name: FoliarCoverGroups.csv
Resource Description: Relative foliar cover data summarized by cover type. See species lookup table for species names.
DOI: 10.5281/zenodo.7850921
title: IODP Expedition 385 X-ray fluorescence (XRF)

description: Elemental peak intensities in section halves were measured by an Avaatech X-ray fluorescence (XRF) Core Scanner postexpedition. Each measurement position may be measured at multiple XRF conditions in order to excite and measure specific ranges of elements (e.g., 10 kV and no filter for light elements). Peak intensity changes (concentrations not provided) are then used to help recognize and define major chemostratigraphic units without the need for destructive sampling. Data are presented in comma-delimited (CSV) files by section and by energy/instrumental conditions.
DOI: 10.5281/zenodo.7850920
title: IODP Expedition 385 X-ray fluorescence (XRF)

description: Elemental peak intensities in section halves were measured by an Avaatech X-ray fluorescence (XRF) Core Scanner postexpedition. Each measurement position may be measured at multiple XRF conditions in order to excite and measure specific ranges of elements (e.g., 10 kV and no filter for light elements). Peak intensity changes (concentrations not provided) are then used to help recognize and define major chemostratigraphic units without the need for destructive sampling. Data are presented in comma-delimited (CSV) files by section and by energy/instrumental conditions.
DOI: 10.21227/af8m-4867
title: Human Walking Kinematic Data for Speed Transitions

description: Data and code associated with the submitted paper "A Kinematic Model to Predict a Continuous Range of Human-like Walking Speed Transitions" by Greggory F. Murray and Anne E. Martin.Contains the experimental kinematic data for the speed transitions and the code needed to analyze and model the transitions.
DOI: 10.7924/r49g5tm50
title: Data from: Enabling in situ visualization of large-scale cell simulations

description: Studying cellular systems using computational models is essential in modern life sciences. These models can capture hundreds of millions of cells and generate petabytes of data, making visualization and analysis challenging. This paper presents an approach to enable in situ visualization and analysis of large-scale fluid-structure-interaction models on leadership-class systems. Our approach uses an in-line pipeline and in-transit method for real-time data interrogation and visualization during the main simulation. We demonstrate the feasibility of these approaches on a complex cell model with millions of components running on the Summit supercomputer and assess trade-offs in terms of run time, I/O contention, and data integrity. The proposed framework provides a valuable tool for both at-scale debugging and enabling scientific discovery, which would be difficult to achieve otherwise. We demonstrate data reduction at magnitudes up to 106 and set the groundwork for more efficient and effective explorative analysis of cellular mechanics.
DOI: 10.35077/act-lap
title: Neuron Morphology data in tiff stack format from Patch-seq experiments in human neocortex, Cell ID 1040865856

description: Human neocortical neurons display diverse morphology, physiology and gene expression profiles. We use a method called Patch-seq, where these three data modalities are assayed simultaneously from the same neuron, to understand how the genetic profile of human neocortical neuron types corresponds to their morphological and electrophysiological phenotypes. This collection may contain image stacks (TIFF), reconstruction files in image space (.swc, µm), a transformed file (.swc, µm) oriented so that the y axis extends vertically towards the pia surface, and a marker file (.marker, µm) indicating nodes where dendrites were truncated (10), reconstruction was not continued (20), or surface of tissue was closest to soma (30).
description: https://www.protocols.io/view/patch-seq-recording-and-extraction-detailed-protoc-5qpvoyb2bg4o/v2, https://www.protocols.io/view/3d-reconstruction-of-neurons-in-vaa3d-v-3-36wgq5683gk5/v3
description: DATASET METADATA: title:'Neuron Morphology data in tiff stack format from Patch-seq experiments in human neocortex, Cell ID 1040865856', GeneralModality:'cell morphology', Technique:'Patch-seq' SPECIMEN METADATA: LocalID:'H20.03.307', Species:'Human', NCBITaxonomy:'NCBI:txid9606', Age:'30', Ageunit:'years', Sex:'Male', Genotype:'culture, enhancer AAV', OrganName:'Brain', SampleLocalID:'1040865856', Atlas:'Ding, Song-Lin et al. “Comprehensive cellular-resolution atlas of the adult human brain.” The Journal of comparative neurology vol. 524,16 (2016): 3127-481. doi:10.1002/cne.24520', Locations:'STG' INSTRUMENT METADATA: MicroscopeType:'Brightfield', MicroscopeManufacturerAndModel:'Zeiss AxioImager Z2 microscope', ObjectiveImmersion:'Oil' IMAGE METADATA: xAxis:'NA', yAxis:'NA', zAxis:'NA', Number:'NA', displayColor:'NA', stepSizeX:'0.114', stepSizeY:'0.114', stepSizeZ:'0.44'
DOI: 10.5281/zenodo.7850938
title: Underlying data for 'Discordant results among MHC binding affinity prediction tools',

description: Underlying data for ‘Discordant results among MHC binding affinity prediction tools’,
DOI: 10.5281/zenodo.7850956
title: IODP Expedition 385 Portable X-ray fluorescence (p-XRF)

description: Energy-Dispersive X-Ray Fluorescence (ED-XRF) is a rapid, non-destructive technique for determining qualitative and quantitative changes in chemical composition. Aboard the JOIDES Resolution, pXRF is used for measuring points on section halves, rock pieces, and sometimes powders. Spots are typically irradiated at multiple conditions to excite and measure a wide range of elements. The peak intensity changes (we do not provide concentrations) are then used to help recognize and define major chemo-stratigraphic units without the need for destructive sampling.
DOI: 10.5281/zenodo.7850955
title: IODP Expedition 385 Portable X-ray fluorescence (p-XRF)

description: Energy-Dispersive X-Ray Fluorescence (ED-XRF) is a rapid, non-destructive technique for determining qualitative and quantitative changes in chemical composition. Aboard the JOIDES Resolution, pXRF is used for measuring points on section halves, rock pieces, and sometimes powders. Spots are typically irradiated at multiple conditions to excite and measure a wide range of elements. The peak intensity changes (we do not provide concentrations) are then used to help recognize and define major chemo-stratigraphic units without the need for destructive sampling.