cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.13901631
title: Restored legume acts as a 'nurse' to facilitate plant compensatory growth and biomass production in mown grasslands

description: Legume restoration was conducted in a temperate grassland in Hulunbuir, northeastern Inner Mongolia, China, by reseeding native legumes. This process was followed by annual mowing and phosphorus (P) application over a seven-year period (2014–2020). Throughout this period, we measured aboveground biomass, plant diversity, and the relative biomass of five functional plant groups each year. In 2020, we assessed six functional traits of 15 common plant species in both legume-restored and naturally-restored grasslands, respectively. Using these trait values and relative biomass data, we calculated community-weighted means and functional diversity indices for each plot.

 
description: Files and variables

File: 20241004data-submit.xlsx

The Excel file (20241004data-submit.xlsx) contains 3 sheets.





Abbreviation: Meaning of abbreviations in the dataset.




data.comm: Data on aboveground biomass (g/m2), plant richness, plant dominance, CWMs of plant traits [compensatory growth rate (g/g), plant height (cm), specific leaf area (cm2/g), leaf dry matter content (g/g), leaf nitrogen content (%), and leaf carbon/nitrogen ratio], functional diversity, and relative biomass of five functional groups (bunch grass, rhizome grass, Medicago falcata, other legumes, and forbs).




trait.spe: Data on six functional traits [compensatory growth rate (g/g), plant height (cm), specific leaf area (cm2/g), leaf dry matter content (g/g), leaf carbon content (%), and leaf nitrogen content (%)] of 15 common plant species in legume-restored and naturally-restored grasslands respectively.



Variables





CK: control




M: mowing




P: phosphorus application




R: reseeding legumes




AB: aboveground biomass




richness: species richness




dominance: dominance (Berger-Parker index)




FDis: functional dispersion




CWM_CGR: community-weighted means of compensatory growth rate




FRic: functional richness




FDiv: functional divergence




CWM_LN: community-weighted means of leaf nitrogen




CWM_Height: community-weighted means of plant height




CWM_SLA: community-weighted means of specific leaf area




CWM_LDMC: community-weighted means of leaf dry matter content




CWM_CN: community-weighted means of leaf carbon/nitrogen ration




Bunch_Grass: relative biomass of bunch grass




Rhizome_Grass: relative biomass of rhizome grass




M._falcata: relative biomass of Medicago falcata




Other_Legumes: relative biomass of other legumes




Forbs: relative biomass of other forbs




LN: leaf nitrogen content




LC: leaf carbon content




Height: plant height




SLA: specific leaf area




LDMC: leaf dry matter content




CGR: compensatory growth rate
DOI: 10.5281/zenodo.13901632
title: Restored legume acts as a 'nurse' to facilitate plant compensatory growth and biomass production in mown grasslands

description: Legume restoration was conducted in a temperate grassland in Hulunbuir, northeastern Inner Mongolia, China, by reseeding native legumes. This process was followed by annual mowing and phosphorus (P) application over a seven-year period (2014–2020). Throughout this period, we measured aboveground biomass, plant diversity, and the relative biomass of five functional plant groups each year. In 2020, we assessed six functional traits of 15 common plant species in both legume-restored and naturally-restored grasslands, respectively. Using these trait values and relative biomass data, we calculated community-weighted means and functional diversity indices for each plot.

 
description: Files and variables

File: 20241004data-submit.xlsx

The Excel file (20241004data-submit.xlsx) contains 3 sheets.





Abbreviation: Meaning of abbreviations in the dataset.




data.comm: Data on aboveground biomass (g/m2), plant richness, plant dominance, CWMs of plant traits [compensatory growth rate (g/g), plant height (cm), specific leaf area (cm2/g), leaf dry matter content (g/g), leaf nitrogen content (%), and leaf carbon/nitrogen ratio], functional diversity, and relative biomass of five functional groups (bunch grass, rhizome grass, Medicago falcata, other legumes, and forbs).




trait.spe: Data on six functional traits [compensatory growth rate (g/g), plant height (cm), specific leaf area (cm2/g), leaf dry matter content (g/g), leaf carbon content (%), and leaf nitrogen content (%)] of 15 common plant species in legume-restored and naturally-restored grasslands respectively.



Variables





CK: control




M: mowing




P: phosphorus application




R: reseeding legumes




AB: aboveground biomass




richness: species richness




dominance: dominance (Berger-Parker index)




FDis: functional dispersion




CWM_CGR: community-weighted means of compensatory growth rate




FRic: functional richness




FDiv: functional divergence




CWM_LN: community-weighted means of leaf nitrogen




CWM_Height: community-weighted means of plant height




CWM_SLA: community-weighted means of specific leaf area




CWM_LDMC: community-weighted means of leaf dry matter content




CWM_CN: community-weighted means of leaf carbon/nitrogen ration




Bunch_Grass: relative biomass of bunch grass




Rhizome_Grass: relative biomass of rhizome grass




M._falcata: relative biomass of Medicago falcata




Other_Legumes: relative biomass of other legumes




Forbs: relative biomass of other forbs




LN: leaf nitrogen content




LC: leaf carbon content




Height: plant height




SLA: specific leaf area




LDMC: leaf dry matter content




CGR: compensatory growth rate
DOI: 10.15468/dl.wcska7
title: Occurrence Download

description: A dataset containing 6094734 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((0.248 37.604,6.3 37.604,6.3 41.472,0.248 41.472,0.248 37.604))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 6094734 records from 740 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004351-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10871013
title: Supplementary: Observing the Southern US Honor Culture Using Large-Scale Social Media Analysis
DOI: 10.5281/zenodo.10871014
title: Supplementary: Observing the Southern US Honor Culture Using Large-Scale Social Media Analysis
DOI: 10.5281/zenodo.13908741
title: Shrink Tubing Dataset

description: Shrink tubing is a commonly used material for protecting and insulating electrical wires, cables, and components in a variety of industries. However, defects and damages in shrink tubing can lead to serious safety and performance issues, making quality control a critical process in manufacturing and maintenance. In this paper, we propose a new dataset of shrink tubing images containing various types of defects and damages, which can be used for training and evaluating machine learning-based quality control systems. The dataset consists of high-resolution images of shrink tubing samples, including both healthy (good) and defective ones. The defects and damages in the images include cuts, tears, and holes. The images were captured using a high-quality camera under various lighting and background conditions, with a variety of angles and orientations.
DOI: 10.5281/zenodo.13908742
title: Shrink Tubing Dataset

description: Shrink tubing is a commonly used material for protecting and insulating electrical wires, cables, and components in a variety of industries. However, defects and damages in shrink tubing can lead to serious safety and performance issues, making quality control a critical process in manufacturing and maintenance. In this paper, we propose a new dataset of shrink tubing images containing various types of defects and damages, which can be used for training and evaluating machine learning-based quality control systems. The dataset consists of high-resolution images of shrink tubing samples, including both healthy (good) and defective ones. The defects and damages in the images include cuts, tears, and holes. The images were captured using a high-quality camera under various lighting and background conditions, with a variety of angles and orientations.
DOI: 10.5281/zenodo.13908769
title: Hard X-ray photoelectron spectroscopy probing Fe segregation during oxygen evolution reaction
DOI: 10.5281/zenodo.13908770
title: Hard X-ray photoelectron spectroscopy probing Fe segregation during oxygen evolution reaction
DOI: 10.15468/dl.x55kwh
title: Occurrence Download

description: A dataset containing 718 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is SharkBase"
 ]
}

 The dataset includes 718 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004458-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jf75dq
title: Occurrence Download

description: A dataset containing 151 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is South Africa",
 "TaxonKey is Ulmus parvifolia Jacq."
 ]
}

 The dataset includes 151 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004459-241007104925546/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.27195492.v1
title: Ethical Concerns on Software Development: A Survey

description: The rapid advancement of computer technologies has sparked a major societal transformation, reshaping various aspects of human life. However, as technology evolves quickly, regulatory frameworks and ethical oversight often lag behind, leading to significant challenges in maintaining ethical standards in software development. This paper investigates the ethical concerns faced by software practitioners and examines how these concerns are handled during the software development process. We conducted a survey of 150 software professionals, exploring the presence of ethical concerns, the influence of corporate culture, and how business priorities impact ethical decision-making. Our findings reveal that corporate incentives often sideline ethical considerations, leading to inconsistencies in how ethical issues are addressed. This paper contributes to the understanding of software development ethics by providing empirical insights into the influence of corporate culture, organizational structures, and software development practices on ethical integration, highlighting the gaps that remain in operationalizing ethics effectively in the software industry.
DOI: 10.5281/zenodo.10805254
title: Cognitive, neuropsychological and biological effects of Oxygen-Ozone Therapy in frailty: a 5-week, randomized, placebo-controlled trial

description: Clinical and neuropsychological-cognitive impairment profiles in elderly frail subjects at baseline.

Present data set contains:



Raw Clinc data (excel file)

Raw NPS data (excel file)


 

Restricted Access Conditions:

"Users must clarify how they intend to use data here uploaded and whether the research protocol has been approved by an Ethics committee. Data on unpublished results will be available, under the same restrictions, after publication".
DOI: 10.5281/zenodo.10805255
title: Cognitive, neuropsychological and biological effects of Oxygen-Ozone Therapy in frailty: a 5-week, randomized, placebo-controlled trial

description: Clinical and neuropsychological-cognitive impairment profiles in elderly frail subjects at baseline.

Present data set contains:



Raw Clinc data (excel file)

Raw NPS data (excel file)


 

Restricted Access Conditions:

"Users must clarify how they intend to use data here uploaded and whether the research protocol has been approved by an Ethics committee. Data on unpublished results will be available, under the same restrictions, after publication".
DOI: 10.15468/dl.gundvp
title: Occurrence Download

description: A dataset containing 9976 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-79.61338 14.4868,-83.64081 13.55739,-85.88687 12.31818,-85.88687 9.45251,-85.42217 7.7486,-82.47905 6.66429,-78.06437 6.66429,-80.55482 0.55229,-82.31027 -3.3572,-79.07812 -6.7161,-73.1842 -14.76479,-67.86066 -16.72943,-58.86134 -23.38385,-54.36169 -23.5106,-51.12954 -23.63735,-44.22162 -25.66537,-36.74331 -22.87684,-39.56593 -20.48282,-39.64578 -18.88586,-37.80927 -16.17102,-37.01079 -13.21664,-37.01079 -11.77938,-35.81307 -10.42196,-34.97466 -8.825,-33.21801 -6.34971,-34.97466 -4.35351,-38.20851 -3.79457,-39.56593 -2.6767,-40.92335 -2.6767,-43.19902 -0.80027,-46.95187 0.27768,-49.54694 1.27578,-50.10587 3.43168,-51.46329 5.7872,-58.80931 8.7815,-62.12301 10.05907,-73.21869 13.50084,-79.61338 14.4868))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Lecythis Loefl."
 ]
}

 The dataset includes 9976 records from 263 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004460-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t9285h
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Thrixopelma Schmidt, 1994"
 ]
}

 The dataset includes 39 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004461-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ytz8s2
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-89.73576 12.03117,-84.93166 14.2795,-71.31065 13.15441,-62.97176 10.25534,-60.72416 10.15762,-60.95218 11.68859,-66.97833 13.31728,-78.41173 15.56487,-82.61375 16.9004,-85.83856 17.48673,-87.76041 16.86782,-88.54218 15.82546,-89.3891 14.45736,-90.52918 13.21956,-89.73576 12.03117))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Lecythis Loefl."
 ]
}

 The dataset includes 15 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004462-241007104925546/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.27195339.v1
title: toxric_30_datasets

description: 30 assay datasets with ~150,000 measurements related to five categories. These categories span a range of toxicity assessment, including genetic toxicity, organic toxicity, clinical toxicity, developmental and reproductive toxicity, and reactive toxicity
DOI: 10.5518/362
title: Dataset associated with "High-performance GaAs/AlAs superlattice electronic devices in oscillators at frequencies 100–320 GHz"

description: Negative differential resistance devices were fabricated from two epitaxial wafers with very similar GaAs/AlAs super-lattices and evaluated in resonant-cap full-height waveguide cavities. These devices yielded output powers in the fundamental mode between 105 GHz and 175 GHz, with 14 mW generated at 127.1 GHz and 9.2 mW at 133.2 GHz. The output power of 4.2 mW recorded at 145.3 GHz constitutes a 50-fold improvement over previous results in the fundamental mode. The highest confirmed fundamental-mode oscillation frequency was 175.1 GHz. In a second-harmonic mode, the best devices yielded 0.92 mW at 249.6 GHz, 0.7 mW at 253.4 GHz, 0.61 mW at 272.0 GHz, and 0.54 mW at 280.7 GHz. These powers exceed those extracted previously from higher harmonic modes by orders of magnitude. The power of 0.92 mW constitutes an improvement by 77% around 250 GHz. The second-harmonic frequency of 317.4 GHz is the highest to date for superlattice electronic devices and is an increase by 25% over previous results.
DOI: 10.15468/dl.pkgth3
title: Occurrence Download

description: A dataset containing 738376 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Living Specimen, Human Observation, Specimen)",
 "Country is Ethiopia",
 "GadmGid is ETH",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 738376 records from 378 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004433-241007104925546/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.27195417.v1
title: The impact of food liking on obesity: a genome-wide pleiotropic analysis Supplemental Datasets

description: We present a comprehensive investigation into the genetic and causal relationships between food preferences and obesity.
DOI: 10.17630/088af6af-aa20-49a8-b70a-97aa1d8cf91f
title: Computational Studies of Earth Abundant and Organo- Catalytic Systems (thesis dataset)

description: Thesis dataset
The data files are embargoed until 01/10/2026
DOI: 10.5281/zenodo.10079327
title: DYNAMICAL REFINEMENT WITH MULTIPOLAR ELECTRON SCATTERING FACTORS

description: The following submission contains the data collection of datasets for the sample 1-methyluracil. Data were used in publication entitled Dynamical refinement with multipolar electron scattering factors. Many crystals were measured but only the two had sufficient quality to be included in the study. Data were collected using the precession assisted 3D electron diffraction technique.  All the data sets were processed with PETS2 software. Information below summarizes the data collection parameters for the data sets.

General information:

 

Publication title:

Dynamical refinement with multipolar electron scattering factors

 

Authors:

Barbara Olech, Petr Brázda, Lukas Palatinus, and Paulina Maria Dominiak

 

Reference to the research article:

Olech B, Brázda P, Palatinus L, Dominiak PM Dynamical refinement with multipolar electron scattering factorsIUCrJ, 2024, 11, 309-324 [DOI: 10.1107/S2052252524001763]Experimental:

 

Reference to the research grant:

This research was funded through the OPUS LAP program by the National Science Centre, Poland (grant No. 2020/39/I/ST4/02904 awarded to PMD) and by the Czech Science Foundation (grant No 21-44862L awarded to LP).

 

Instrument

Transmission electron microscope FEI Tecnai G2 20

 

Radiation source

LaB6

 

Accelerating voltage

200 kV

 

Wavelength

0.0251 Å

 

Probe Type

Microdiffraction

 

Beam Convergence

Parallel beam, convergence <0.1mrad

 

Precession angle

0.7°

 

Tilt step

1.0°

 

Detector

SIS Veleta 14bit CCD camera (side-mounted)

 

Number of pixels in the image

2048 x 2048

 

Effective camera length

1200 mm

 

Beam Diameter (crystal 1)

1230 nm

 

Beam Diameter (crystal 2)

1650 nm

 

Calibration constant

0.001842 Å-1/pixel

 

Compound name

1-methyluracil

 

Chemical composition

C5 H6 N2 O2

 

Sample source

Sigma Aldrich, recrystallized from water  

 

Sample preparation

Powder crushed in agate mortar and deposited on Cu grid with holey C film

 

Data Type

Electron diffraction data - 3D ED

 

Data collection method

Precession assisted tilt step tomography

 

Precession angle

0.7°

 

Temperature (K) used during data collection

100 K

 

Number of crystals contributing to the data set

2

 

Number of experimental frames: Crystal 1

94

 

tilt range, tilt step: Crystal 1

+45° to -48°, 1.00°

 

Exposure time per frame: Crystal 1

4000 ms

 

Electron dose per frame: Crystal 1

0.28 e.Å^-2

 

Number of experimental frames: Crystal 2

60

 

tilt range, tilt step: Crystal 2

-5° to +54°, 1.00°

 

Exposure time per frame: Crystal 2

2000 ms

 

Electron dose per frame: Crystal 1

0.05 e.Å^-2

 

 

Software:

 

Software used for the data collection

RATS software

 

Software used for processing

PETS2

 

Files and data formats

tiff_16bit

 

Notes:

The software, RATS used for data collection is an in-house software developed in FZU, Prague.
DOI: 10.5281/zenodo.10079328
title: DYNAMICAL REFINEMENT WITH MULTIPOLAR ELECTRON SCATTERING FACTORS

description: The following submission contains the data collection of datasets for the sample 1-methyluracil. Data were used in publication entitled Dynamical refinement with multipolar electron scattering factors. Many crystals were measured but only the two had sufficient quality to be included in the study. Data were collected using the precession assisted 3D electron diffraction technique.  All the data sets were processed with PETS2 software. Information below summarizes the data collection parameters for the data sets.

General information:

 

Publication title:

Dynamical refinement with multipolar electron scattering factors

 

Authors:

Barbara Olech, Petr Brázda, Lukas Palatinus, and Paulina Maria Dominiak

 

Reference to the research article:

Olech B, Brázda P, Palatinus L, Dominiak PM Dynamical refinement with multipolar electron scattering factorsIUCrJ, 2024, 11, 309-324 [DOI: 10.1107/S2052252524001763]Experimental:

 

Reference to the research grant:

This research was funded through the OPUS LAP program by the National Science Centre, Poland (grant No. 2020/39/I/ST4/02904 awarded to PMD) and by the Czech Science Foundation (grant No 21-44862L awarded to LP).

 

Instrument

Transmission electron microscope FEI Tecnai G2 20

 

Radiation source

LaB6

 

Accelerating voltage

200 kV

 

Wavelength

0.0251 Å

 

Probe Type

Microdiffraction

 

Beam Convergence

Parallel beam, convergence <0.1mrad

 

Precession angle

0.7°

 

Tilt step

1.0°

 

Detector

SIS Veleta 14bit CCD camera (side-mounted)

 

Number of pixels in the image

2048 x 2048

 

Effective camera length

1200 mm

 

Beam Diameter (crystal 1)

1230 nm

 

Beam Diameter (crystal 2)

1650 nm

 

Calibration constant

0.001842 Å-1/pixel

 

Compound name

1-methyluracil

 

Chemical composition

C5 H6 N2 O2

 

Sample source

Sigma Aldrich, recrystallized from water  

 

Sample preparation

Powder crushed in agate mortar and deposited on Cu grid with holey C film

 

Data Type

Electron diffraction data - 3D ED

 

Data collection method

Precession assisted tilt step tomography

 

Precession angle

0.7°

 

Temperature (K) used during data collection

100 K

 

Number of crystals contributing to the data set

2

 

Number of experimental frames: Crystal 1

94

 

tilt range, tilt step: Crystal 1

+45° to -48°, 1.00°

 

Exposure time per frame: Crystal 1

4000 ms

 

Electron dose per frame: Crystal 1

0.28 e.Å^-2

 

Number of experimental frames: Crystal 2

60

 

tilt range, tilt step: Crystal 2

-5° to +54°, 1.00°

 

Exposure time per frame: Crystal 2

2000 ms

 

Electron dose per frame: Crystal 1

0.05 e.Å^-2

 

 

Software:

 

Software used for the data collection

RATS software

 

Software used for processing

PETS2

 

Files and data formats

tiff_16bit

 

Notes:

The software, RATS used for data collection is an in-house software developed in FZU, Prague.
DOI: 10.6084/m9.figshare.27195339.v2
title: toxric_30_datasets

description: 30 assay datasets with ~150,000 measurements related to five categories. These categories span a range of toxicity assessment, including genetic toxicity, organic toxicity, clinical toxicity, developmental and reproductive toxicity, and reactive toxicity