cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/vdf4nyfd9y
title: Video supplements for Project Grant application (Theme3)

description: Video 1, cardiomyocytes (hESC-CM) differentiated from Control CRISPR hESC cells at Day8. Video 2, cardiomyocytes (hESC-CM) differentiated from STX18-AS1 CRISPR hESC cells at Day8. Video 3, endocardial cells (hESC-EEC) differentiation from hESC at Day 10. Video 4, beating organoid with multiple cardiac cell lineages (hESC derived) after 2 weeks of culture. Video 5, beating organoid with multiple cardiac cell lineages (hESC derived) after 6 weeks of culture.
DOI: 10.17632/ctnhmgbrzz
title: Numerical and Experimental Data of the Implementation of Logic Gates in an Erbium-Doped Fiber Laser (EDFL)

description: This data set contains numerical and experimental time series from an erbium-doped fiber laser (EDFL). The response of the laser emission is controlled by the intensity of a digital signal added to the modulation, which allows the generation of various logical operations 

Taking advantage of the dynamic richness of this type of laser and its use in telecommunication systems, the dynamic response is analyzed when the system is perturbed by a digital signal. The emission behavior of the system is controlled by the intensity of the digital signal, making it possible to obtain various logical operations.

The data obtained include the automation of a digital oscilloscope, an arbitrary waveform generator, and the diode laser pumping the erbium-doped fiber.
DOI: 10.17632/f7nh4vt8k5
title: Computational data for the article »How adsorbed H, O, OH, and Cl affect plain adsorption of imidazole on copper« by Matjaž Dlouhy and Anton Kokalj

description: This dataset contains computational data that were generated from scratch for the manuscript entitled »How adsorbed H, O, OH, and Cl affect plain adsorption of imidazole on copper« by Matjaž Dlouhy and Anton Kokalj which was accepted for publication in Corrosion Science. In particular, it contains Quantum ESPRESSO input/output files.

The zip file unzips into the folder: MendeleyData. Please read the README.txt file therein for further descriptions of the files.
DOI: 10.17632/rh8vptjnx9
title: Supplementary data to "Overall spatiotemporal dynamics of greenhouse gases and oxygen in two subtropical reservoirs with contrasting trophic states"

description: This dataset includes physicochemical parameters of two Mexican subtropical reservoirs with contrasting trophic states. The reservoirs "Lago de Guadalupe" (LG) , hypereutrophic, and "Presa del Llano" (LL), mesotrophic, were sampled during three characteristics seasons. Parameters include temperature, oxidation-reduction potential, salinity, total organic carbon, total inorganic carbon, total nitrogen, orthophospates, Secchi disk depth, Schmidt number, and thermocline depth. The dataset also includes measurements of oxygen, carbon dioxide, and methane fluxes (atmospheric exchange), uptake/consumption rates, and dissolved gas concentrations profiles, the latter with high spatial resolution. The collected data was used to perform a mass balance of oxygen, carbon dioxide, and methane in order to assess simultaneously the impact of trophic state on these three molecules.
DOI: 10.17632/fmy76wpjdm
title: Physicochemical and textural properties of amino-functionalised mesoporous silica nanomaterials from different silica sources

description: In the study, we provided an insight into the nature of interaction that occurred at nanoscale level when preparing mesoporous nanomaterials with molecular scale cavity using either calcination or solvent extraction to remove the surfactant, improve the stability and suitability to surface functionalisation. By carrying out essential material characterisations, we were able to provide plausible empirical data and mechanism to support the morphological changes in the resulting mesoporous silica nanomaterials prepared from the two silica sources.
DOI: 10.17632/3bwhkbrym3
title: Fig8 Spectral transmittance of the WO3/ITO/glass sample after successive lithiations steps. 

description: Spectral transmittance of the WO3/ITO/glass sample after successive lithiations steps; the caption indicates the lithium content in the film. For comparison, the transmittance of the ITO substrate is added. 
The optical properties of the samples are studied by spectrophotometry in the range of 350-2100 nm.  The light source is composed of quartz tungsten halogen lamps and UV fluorescence lamps in an aluminum enclosure with a diffusing front glass. Stabilized DC power supplies are used to ensure a high temporal stability of the intensity of radiation. A diaphragm ensures that the light is illuminating the sample only. The collimator contains a quartz lens with an aperture of 28 mm and a focal length of 76 mm to focus the incoming radiation on the entrance of an optical fiber.  This y-shaped optical fiber is connected to two diode array spectrometers UV-Vis and NIR (MCS 601 and MCS 611 from Zeiss) [22][23]. The wavelength accuracy of the spectrophotometer is 0.5 nm for λ<500 nm and 1 nm for λ>500 nm and the wavelength reproducibility is 0.1 nm.
DOI: 10.17632/ppb85jxft6
title: Data for: Increased Effective Moisture in northern Vietnam during the Little Ice Age
DOI: 10.15468/dl.q5cz4p
title: Occurrence Download

description: A dataset containing 396 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyrtopodium paniculatum (Ruiz & Pav.) Garay"
 ]
}

 The dataset includes 396 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001519-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/3bvhcpxv82
title: Dataset for the theoretical evaluation of inner reorganization energy components of polar and non-polar molecules.

description: This dataset consists of raw output files generated from the ORCA software (versions 5.0.4 and 6.0.0) required to calculate the following properties:
1) Cation reorganization energies λ(+) for anthracene(AN3), tetracene(TTA), pentacene(PEN), and perfluoropentacene (PFP) 
2) Neutral and cation reorganization energy components λ(+) and λ(0) for 1-N,1-N,4-N,4-N-tetramethylbenzene-1,4-diamine (TL85), N,N-Dimethylaniline (PhNMe2), Benzaldehyde(PhCOH), 4-boranylbuta-1,3-dien-1-amine (RBH2), 5-aminopenta-2,4-dienal (RCOH), 5-aminopenta-2,4-dienenitrile (RCN) and R2CN
This dataset aims to show a reliable Density Functional Theory (DFT) method for accurately forecasting reorganization energies in both polar and non-polar systems.
DOI: 10.17632/yzbwhmcycr
title: Data for: Origin of the Xiaohekou skarn copper deposit and related granitoids in the Zha-Shan ore cluster area, South Qinling, China

description: Table ES1 Major (wt.%) and trace element (ppm) analyses of the ore-related granitoids in the Xiaohekou ore district. Table ES2 LA−ICP−MS zircon U−Pb data of the ore-related granitoids. Table ES3 LA−ICP−MS analytical results of zircon rare earth and trace elements (ppm) and oxygen fugacity parameters. Table ES4 Zircon Hf isotopic compositions of the ore-related granitoids.
DOI: 10.17632/mfkfx45g6f
title: Data and Algorithm for: Bayesian Modeling and Computation for Analyte Quantification in Complex Mixtures Using Raman Spectroscopy

description: This dataset contains our algorithm implementation as well as the Raman spectral data presented in "Bayesian Modeling and Computation for Analyte Quantification in Complex Mixtures Using Raman Spectroscopy". Detailed execution comments are provided in the Python files.
DOI: 10.17632/3vbfxwsxy2
title: Data for: Numerical Investigation of Gas Permeation and Condensation Behaviors of Flexible Risers

description: Raw data for Fig.7.
DOI: 10.17632/z5vxzmxphj
title: Modeling Water Redistribution of selective non-uniform biochar application to Palouse hills

description: Data for the paper "Modeling water redistribution of selective non-uniform biochar application to Palouse hills". This data comprises information regarding the exploration of using Redwood Sawdust (RSD) biochar as a precision agriculture technique in the Palouse region of the Northwest United States. This data shows promising results for the use of biochar as a precision agriculture technique and warrants further exploration through field testing and further model refinement.
DOI: 10.15468/dl.m36t3u
title: Occurrence Download

description: A dataset containing 72144 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-480.45677 19.8037,-463.75818 19.8037,-463.75818 34.24727,-480.45677 34.24727,-480.45677 19.8037))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cetacea"
 ]
}

 The dataset includes 72144 records from 143 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001480-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/bkzrtdg8hz
title: BBBREM — Monte Carlo simulation of radiative Bhabha scattering in the very forward direction

description: Abstract A fast and simple Monte Carlo program is presented that simulates single Bremsstrahlung in Bhabha scattering, e^+ e^-→ e^+ e^- γ, without constraints on scattering angles. This allows the study of this process at arbitrarily small, or even vanishing, scattering angles. Experimental cuts can be imposed on an event-by-event basis, allowing for detailed studies of the process as a limitation to beam lifetimes, or a luminosity-measuring device, in e^+ e^-storage rings. As an application, we s... Title of program: BBBREM Catalogue Id: ACTW_v1_0 Nature of problem Radiative Bhabha scattering, e+e- -&gt; e+e-gamma, has a very large cross section at small scattering angles, and plays various roles in existing and future e+e- colliders. It can be an important background to several two-photon scattering processes; it forms the major ingredient in the finite lifetime of colliding beams; and it is a possible process by which the luminosity can be measured, by observing electrons or photons emerging at zero scattering angle. Accurate knowledge of its cross section ... Versions of this program held in the CPC repository in Mendeley Data ACTW_v1_0; BBBREM; 10.1016/0010-4655(94)90085-X This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2019)
DOI: 10.17632/3d6gcmx55y
title: Dataset for landscape pattern analysis: relationships of climatic variables and NDVI

description: The dataset is derived from the Hungarian part of the CarpatClim database (https://doi.org/10.1002/joc.4059) and the MODIS MOD13Q1 16 days 250 m (https://doi.org/10.5067/MODIS/MOD13Q1.006) between 2000-2010, using bivariate linear regression on monthly data. The 1038 points represent 1038 R-squared (R2) values of the regressions. R2 values reflect the strength of relationship between aridity, precipitation, potential evapotranspiration, maximum temperature and the normalized vegetation index (NDVI). For spatial analysis, we provided the codes of Hungarian macro regions, land cover and topography data (terrain height, slope and aspect). Column name Description CC_ID: CarpatClim identifier Country: Country code of CarpatClim /1=Hungary/ UTM_X: X UTM Coordinate UTM_Y: Y UTM Coordinate ARIvsNDVI_R2: R2 of Aridification Index and NDVI 2000–2010 PRECvsNDVI_R2: R2 of Precipitation and NDVI 2000–2010 PETvsNDVI_R2: R2 of Potential Evapotranspiration and NDVI 2000–2010 TMAXvsNDVI_R2: R2 of Maximum Temperature and NDVI 2000–2010 DEM_slope: SRTM slope value (degree) DEM_aspect: SRTM aspect value (azimuth) DEM: SRTM elevation (m) CLC_code: CORINE Land Cover code /arable lands (211, 213,221,222, 242,243), grasslands (231, 321), forests (311, 312, 313, 324), wetlands (411, 412), water bodies (511, 512) and artificial surfaces (112, 121, 122, 131, 142) Macro_reg_code: Hunrarian Macro Region code /Great Hungarian Plain=1, Kisalföld=2, Alpokalja=3, Transdanubian Hills=4, Transdanubian Mountains=5, North-Hungarian Mountains=6/ Microregion_code: Hungarian Micro Region code (Dövényi, Z. 2010) Dövényi, Z. ed. 2010. Inventory of Natural Micro-regions of Hungary, Hungarian Academy of Sciences Geographical Institute, Budapest
DOI: 10.17632/5zws4bc5ww
title: Polypropylene mesh explants after pelvic floor surgery

description: Full primary exel data set and data dictionary fro 128 variables. 
File included are scanning electron microscopy images for subgroup of 21 patients and one unused and one unused and bleached sample of TVT and Ultrapro mesh. Each folder contains images at magnification 100x 500x and 1000x. A file containing the scoring of three blinded asessors is included.
Folder include 5 spectroscopy file ( STA format) for each of 21 patients assessed FITR and one unused mesh and one unused bleached mesh for TVT and Ultrapro is included for review.
DOI: 10.17632/wz9jtbfdcr
title: Dataset - Peridynamic Micromechanical Model for Damage Mechanisms in Composites

description: This data set provides the peridynamic simulation models and animations for short-fiber and woven-fabric composite microstructures.
The data format of the peridynamic model is X, Y, Z and Material type.
DOI: 10.17632/8vcnyskpmr
title: Montani_Sci_Adv_2024_part3

description: Resting state fMRI data from four cohorts of adult mice: WT control females (n = 10); WT control males (n = 10); Ube3a2X females (n = 10); Ube3a2X males (n = 10), from Montani et al. 2024 (DOI pending). Data were acquired at the Functional Neuroimaging laboratory, IIT, Rovereto (Italy), with a 7T MRI scanner (Bruker), using a 72‐mm birdcage transmit coil and a 4‐channel solenoid coil for signal reception. rsfMRI time series were acquired using an echo planar imaging (EPI) sequence with the following parameters: TR/TE = 1000/15 ms, flip angle 30°, matrix 100 × 100, field of view 2.3 × 2.3 cm, 18 coronal slices, slice thickness 600 µm for 1920 volumes (total duration 32 minutes). It is suggested to remove the first 120 scans (2 minutes) to account for thermal gradient equilibration. In the dataset, 'F' denotes female mice, 'M' denotes male mice, and 'KO' refers to the Ube3a2X genotype.
DOI: 10.17632/mbkvv7m3pj
title: Avocado Jelly (GUMS)

description: These are three experimental datasets (DOE) that shows how to make a avocado gel resistant to enzymatic browning
DOI: 10.17632/rp3hnvh494
title: Selecting for altered substrate specificity reveals the evolutionary flexibility of ATP-binding cassette transporters, Srikant S et al

description: This is the accompanying data for the Current Biology article titled "Selecting for altered substrate specificity reveals the evolutionary flexibility of ATP-binding cassette transporters" authored by Sriram Srikant, Rachelle Gaudet and Andrew W Murray (https://doi.org/10.1016/j.cub.2020.02.077). The sequence alignment and homology models presented here support the inferences made in our manuscript. The autocrine data presented here is the raw data supporting our figures. Data index: MendeleySourceDataFile1.fasta | Alignment of fungal pheromone ABC exporters focused on Y. lipolytica Ste6. MendeleySourceDataFile2.pdb | Homology model of YlSte6 made based on inward-open LTC4-bound BtMRP1 (PDB:5UJA). MendeleySourceDataFile3.pdb | Homology model of YlSte6 made based on outward-open ATP-bound BtMRP1 (PDB:6BHU). MendeleySourceDataFile4.xlsx | Autocrine data of ScSte6, YlSte6, selected clones and mutational combinations of YlSte6 used to test additive model (Figure 6). MendeleySourceDataFile5.csv | Autocrine data of all selected clones tested by flow cytometry (Figure S2 and S3).
DOI: 10.17632/wcg7rt5dk2
title: Morbidity of PHPT

description: Morbidity associated with primary hyperparathyroidism
DOI: 10.17632/3wsbwcmjbs
title: Animal performance and feed characteristics data used to estimate the IPCC Tier 2 enteric methane emissions for smallholder livestock systems in Nandi, Kenya

description: These datasets contains enteric methane emission factors derived using Intergovernmental Panel on Climate Change (IPCC) Tier 2 method. The activity data collected includes the live weight (LW) measurements of cattle in 126 smallholder farms from different agro-ecological zones collected between October November 2015 to October 2016 i.e. five LW and heart girth measurements at month 0, 3, 6, 9, 12, live weight flux (change) for different periods, body condition scoring and physiological status all referred here as "Activity data". The animal performance activity data coupled with feed quality data (dry matter digestibility (DMD) were used to predict the energy requirements of the animals. These energy requirements include for maintenance, LW gain or loss, locomotion and lactation (for lactating animals). The average of the LW per period was calculated and used to estimate the metabolizable energy requirement (MER) for maintenance and MER for locomotion (energy used when walking during grazing). The LW change was used to estimate the MER for LW gain or loss. The animals were grouped by age and sex; Adult females (>2 years), Adult males (>2years), Heifers (1-2years), Young Males (1-2years) and calves (both sexes, <1year). The MER for maintenance, gain or loss and locomotion applied to all animal classes. However, Adult females (>2years) had an additional energy requirement since most at this age group were lactating and therefore part of the energy was used for milk production. The MER for lactation was calculated using average daily milk yield plus predicted calf milk consumptions for dams with calves of 0 to 3.5 months of age, and milk energy derived from measured herd milk quality (butter fat and solid non fat content). It was assumed that calves were tethered around the homestead and therefore MER for locomotion is negligible and not included for calves.  A sum of all the MERs was calculated then used together with feed DMD and Gross energy (GE) to estimate the dry matter intake (DMI) that was in turn used to predict the daily methane production (DMP). All calves of 0 to 3.5 months of age were excluded from DMP calculations as it was assumed that their rumen is not fully developed as hence negligible enteric methane was produced. The DMP was converted to emission factor (EF) by multiplying it with 365 days to get an annual enteric methane emission figure. 
Feed basket Information for Nandi County Kenya contain information on feedstuffs available and their contribution to feed baskets per agro-ecological zones in Nandi county. In addition, we had acreage data for each fodder crop, pasture or food crop residue that were fed to the animals, pasture biomass yield for different periods, the feed nitrogen and acid detergent fibre (ADF)  that were used to calculate the proportion of each feedstuff to the entire feed-basket and the DMD of the feed-baskets for the agro-ecological zones in Nandi county.
DOI: 10.17632/t97bwfmgm6
title: FACTORS AFFECTING ON CONSUMER'S PERCEPTION TOWARDS DIGITAL PAYMENT IN NEPAL

description: This primary data has been collected to measure the actual perception of consumers towards digital payment in Nepal. Structured self-administered questionnaire was used to collect the data. 6-point Likert scale was used to collect the data. Only 394 respondents were taken under the study.
DOI: 10.17632/3mhn86m3mz
title: Research data for “Novel insight into chromium availability and transformation in basalt-derived paddy soil-rice plant system”

description: Supplementary data for the manuscript entitled “Novel insight into chromium availability and transformation in basalt-derived paddy soil-rice plant system”
DOI: 10.17632/by5spf6b7p
title: MIXED PICKLE

description: Here is a detailed data description of the good and bad classifications of Mixed Pickle (Cucumis sativus) based on your dataset:


---

Data Collection Overview

The dataset consists of over 500 images of Mixed Pickle (Cucumis sativus), classified as either "Good" or "Bad." These images were captured using a Poco M2 Pro mobile camera in a controlled environment with a white background under natural daylight conditions. The dataset aims to distinguish between high-quality, well-prepared pickles (good) and those that exhibit defects, spoilage, or any characteristics that render them undesirable (bad).


---

Data Categories

1. Good Mixed Pickle:

Description: This category includes pickles that are well-preserved, have the desired texture, proper fermentation, and an appealing color. They meet the quality standards expected of a well-made pickle.

Key Features:

Color: The pickles in this category exhibit vibrant, natural colors typical of well-prepared pickles (e.g., greenish-yellow for cucumbers).

Texture: Good pickles maintain firmness but are also appropriately softened due to the pickling process.

Absence of Spoilage: No visible signs of mold, excess cloudiness in the brine, or any other indications of spoilage.

Uniformity: Pieces of cucumbers are generally uniform in size, with consistent seasoning distribution.




2. Bad Mixed Pickle:

Description: This category comprises pickles that have deteriorated in quality or have been improperly prepared. These may have visible signs of spoilage, poor fermentation, or other defects that make them unsuitable for consumption.

Key Features:

Discoloration: Off-colors such as excessive browning, dark spots, or unnatural shades.

Texture: Pickles that are excessively mushy, slimy, or have a shriveled appearance.

Spoilage: Presence of visible mold, bubbles, or unusual cloudiness in the brine, which can indicate contamination or fermentation gone wrong.

Uneven Fermentation: Inconsistent pickle size or seasoning, along with uneven fermentation, leads to undesirable taste and texture.






---

Image Specifications

Camera: Poco M2 Pro mobile camera.

Image Background: All images were captured on a white background to ensure that the features of the pickles stand out clearly.

Lighting Conditions: Natural daylight was used to illuminate the images. This helps ensure that the colors of the pickles are captured accurately without artificial light distortion.

Resolution: The images were taken at the maximum resolution of the Poco M2 Pro camera (48 MP), providing high clarity for identifying subtle features such as texture, color, and signs of spoilage.

Image Dimensions: The images vary slightly in size due to the free-hand photography method but generally maintain a consistent resolution.



---

Dataset Labels

The dataset includes binary labels to indicate the quality of the pickles. Each image is tagged as either Good or Bad.
DOI: 10.17632/pk5jsgrtwz
title: Replication Files for "How Does the COVID-19 Vaccination Matter? A Spatial Analysis"

description: In this dataset you can find Stata data. flies, Stata do. files needed to replicate the results in the paper entitled "How Does the COVID-19 Vaccination Matter? A Spatial Analysis".