cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/shtzxp8pjc.1
title: Population Pharmacokinetics and Dosing Regimen Optimization of Ceftazidime in Plasma and Cerebrospinal Fluid of Neonatal Sepsis Patients

description: The study included 69 neonates with sepsis.Based on plasma and cerebrospinal CSF concentration data collected from neonates with sepsis, statistical and graphical methods were employed to evaluate the stability and predictive performance of the model.The pharmacokinetic/pharmacodynamic (PK/PD) target for clinical efficacy was defined as the duration of free drug concentration above the minimum inhibitory concentration (MIC) for ≥70% of the dosing interval (70% fT&gt;MIC). Monte Carlo simulations were performed to identify optimal dosing regimens achieving a target attainment probability (PTA) ≥90%.Demographic and laboratory parameters were documented, including sex, body weight, height, body surface area (BSA), gestational age(GA), postnatal age(PNA), postmenstrual age(PMA), and biochemical markers such as alanine aminotransferase (ALT), aspartate aminotransferase (AST), total bilirubin (TBIL), direct bilirubin (DBIL), γ-glutamyl transferase (γ-GT), albumin, globulin, uric acid (UA), blood urea nitrogen (BUN), serum cystatin C (Cys-C), and serum creatinine (SCr). Estimated glomerular filtration rate (eGFR) was calculated using the modified Schwartz formula, where eGFR (mL/min/1.73 m²) = (k × height) / SCr, with k = 0.33 for preterm infants and k = 0.45 for term infants. plasma creatinine was measured using the Roche cobas 8000 c702 enzymatic assay. Additionally, CSF analysis included protein, glucose, and chloride levels.
DOI: 10.17632/bwj3hr572p.1
title: High-Performance Liquid Chromatography Method Modification for the Simultaneous Analysis of Disodium Guanylate and Disodium Inosinate in Mushrooms (specifically Hericium erinaceus)

description: The data presents a modified method from existing methods for the simultaneous analysis of disodium guanylate (GMP) and disodium inosinate (IMP) in Hericium erinaceus mushrooms using high-performance liquid chromatography (HPLC).
DOI: 10.17632/2y6g5mw567
title: Dataset of The Influence of TikTok Shop on MSMEs

description: Dataset of The Influence of TikTok Shop on MSMEs
DOI: 10.17632/2y6g5mw567.1
title: Dataset of The Influence of TikTok Shop on MSMEs

description: Dataset of The Influence of TikTok Shop on MSMEs
DOI: 10.17632/wxjjd9gjrs
title: The Employment Effects of ICT Investment: Evidence from the U.S. Commuting Zones

description: This paper estimates changes in ICT investment across Commuting Zones (CZs) in the United States from 2008 to 2019 and uses the Bartik instrumental variable method to assess the impact of ICT investment on local employment. The results indicate that ICT investment has a modest yet significantly positive effect on employment. The employment effects vary by industry and ICT type, with notably stronger positive effects for intellectual property-intensive (software-related) ICT investments. Furthermore, ICT investment has the largest positive employment effects in CZs with greater exposure to non-routine tasks, while in CZs with higher exposure to routine tasks, ICT investment exerts negative employment effects. These findings provide new insights into the employment effects of ICT investment in the United States over the past 15 years.
DOI: 10.17632/wxjjd9gjrs.1
title: The Employment Effects of ICT Investment: Evidence from the U.S. Commuting Zones

description: This paper estimates changes in ICT investment across Commuting Zones (CZs) in the United States from 2008 to 2019 and uses the Bartik instrumental variable method to assess the impact of ICT investment on local employment. The results indicate that ICT investment has a modest yet significantly positive effect on employment. The employment effects vary by industry and ICT type, with notably stronger positive effects for intellectual property-intensive (software-related) ICT investments. Furthermore, ICT investment has the largest positive employment effects in CZs with greater exposure to non-routine tasks, while in CZs with higher exposure to routine tasks, ICT investment exerts negative employment effects. These findings provide new insights into the employment effects of ICT investment in the United States over the past 15 years.
DOI: 10.17632/9rgx3856gr
title: Dataset for Experimental Study on Dispersion Analysis of Guided Waves Based on Pencil Lead Break Actuation Scanning

description: This dataset is the experimental data of the paper “Experimental Study on Dispersion Analysis of Guided Waves Based on Pencil Lead Break Actuation Scanning”, including the wavefield scanning data of aluminum plates, composite laminates, carbon fiber-reinforced aluminum alloy laminates, and Type III hydrogen storage cylinders. Please refer to the paper for the scanning range and step size。
DOI: 10.17632/9rgx3856gr.1
title: Dataset for Experimental Study on Dispersion Analysis of Guided Waves Based on Pencil Lead Break Actuation Scanning

description: This dataset is the experimental data of the paper “Experimental Study on Dispersion Analysis of Guided Waves Based on Pencil Lead Break Actuation Scanning”, including the wavefield scanning data of aluminum plates, composite laminates, carbon fiber-reinforced aluminum alloy laminates, and Type III hydrogen storage cylinders. Please refer to the paper for the scanning range and step size。
DOI: 10.17632/pz9jz7r3wm
title: vegetation restoration duration and soil layers

description: Combined effect of vegetation restoration duration and soil layers on soil microbial community.
DOI: 10.17632/pz9jz7r3wm.1
title: vegetation restoration duration and soil layers

description: Combined effect of vegetation restoration duration and soil layers on soil microbial community.
DOI: 10.6084/m9.figshare.29438693
title: Lineage traced human hematopoiesis - processed

description: Preprocessed dataset of scRNA-seq measurements of human hematopoiesis, including time point and cell state annotation from the original study. Compared to the unprocessed data, this version has been subsetted to 25% of the measured cells and prepared for the CellRank analysis.Please also cite the original publication: https://doi.org/10.1126/science.aaw3381.
DOI: 10.6084/m9.figshare.29438693.v1
title: Lineage traced human hematopoiesis - processed

description: Preprocessed dataset of scRNA-seq measurements of human hematopoiesis, including time point and cell state annotation from the original study. Compared to the unprocessed data, this version has been subsetted to 25% of the measured cells and prepared for the CellRank analysis.Please also cite the original publication: https://doi.org/10.1126/science.aaw3381.
DOI: 10.71929/rubin/2570309
title: Legacy Survey of Space and Time Data Preview 1: calibrations dataset type

description: The Legacy Survey of Space and Time Data Preview 1 (DP1) is the first release of data from the NSF-DOE Vera C. Rubin Observatory. It consists of raw and calibrated single-epoch images, co-adds, difference images, detection catalogs, and other derived data products. DP1 is based on 1792 science-grade optical/near-infrared exposures acquired over 48 distinct nights by the Rubin Commissioning Camera, LSSTComCam, on the Simonyi Survey Telescope at the Summit Facility on Cerro Pachón, Chile during the first on-sky commissioning campaign in late 2024. DP1 covers a total of approximately 15 sq. deg. over seven roughly equally-sized non-contiguous fields, each independently observed in six broad photometric bands, ugrizy, spanning a range of stellar densities and latitudes and overlapping with external reference datasets.

This dataset is a subset of the full data release consisting of the calibrations dataset type. These are a collection of calibration datasets such as biases, darks, and flats used to construct the data release. This release contains 496 datasets of this type.
DOI: 10.15468/dl.xxjgm4
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Broussonetia papyrifera (L.) L'Hér. ex Vent.",
 "Country is Pakistan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 20 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081699-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zu6x5b
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Broussonetia papyrifera (L.) L'Hér. ex Vent.",
 "Country is Philippines",
 "HasCoordinate is true"
 ]
}

 The dataset includes 36 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081700-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/b8j2k6rywf
title: Supplementary materials Goto, et. al

description: Supplementary materials Goto, et. al
DOI: 10.17632/b8j2k6rywf.1
title: Supplementary materials Goto, et. al

description: Supplementary materials Goto, et. al
DOI: 10.17632/mn2bvrh222
title: Data_Wei Yuan_GCA submitted

description: Raw data in the manuscript by Yuan et al. to be published by Geochimica et Cosmochimica Acta as "Gallium isotope fractionation during granite weathering: Insights from two profiles in contrasting climatic conditions".
DOI: 10.15468/dl.35p8tm
title: Occurrence Download

description: A dataset containing 4951 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Broussonetia papyrifera (L.) L'Hér. ex Vent.",
 "Country is Italy",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4951 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081698-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/mn2bvrh222.2
title: Data_Wei Yuan_GCA submitted

description: Raw data in the manuscript by Yuan et al. to be published by Geochimica et Cosmochimica Acta as "Gallium isotope fractionation during granite weathering: Insights from two profiles in contrasting climatic conditions".
DOI: 10.6084/m9.figshare.29438627.v2
title: Beyond the Kiss: Transforming Female Stereotypes in The Frog Prince by the Brothers Grimm and Disney’s The Princess and the Frog

description: Throughout history, fairy tales have played a fundamental role in the construction of social imaginaries and the transmission of cultural values, especially those related to gender roles. This paper presents a comparative analysis between the classic version of “The Frog Prince”, compiled by the Brothers Grimm, and its modern adaptation in Disney's The Princess and the Frog (2009), with the aim of exploring how female stereotypes are represented in both narratives. While the princess in the original version is portrayed as a passive and dependent figure, whose destiny is defined by an act of obedience and a magical transformation, in Disney's adaptation, Princess Tiana, she is portrayed as a strong, independent, and ambitious African American woman who strives to fulfill her dreams through effort and perseverance.Through this analysis, I observe that although the modern version presents a significant change, I believe it remains important in the representation of women as it reflects progress and the breaking of traditional prejudices. This analysis shows that children's stories not only entertain, but also positively or negatively influence perceptions of gender roles from childhood onward. Therefore, I believe it is essential to critically review these narratives to promote more inclusive and empowering representations of women in today's society.
DOI: 10.17632/hry2njz8hy
title: Does Public Data Openness Reduce Boundary Pollution? Evidence from Interprovincial Neighboring Cities in China

description: Description of the Five Datasets
city_border.dta
This panel dataset contains data on interprovincial neighboring cities in China from 2008 to 2021. It includes environmental indicators, socioeconomic variables, and public data openness measures used for the main empirical analysis of boundary pollution.

city_all.dta
This dataset covers all prefecture-level cities in China during the same period. It serves as a broader sample for robustness checks and additional analyses beyond the border cities.

firm_border.dta
Panel data of industrial firms located in the boundary regions, including firm-level performance, pollution emissions, and innovation indicators. It supports the study of firm behavior in response to public data openness and environmental policies.

do.do
A Stata DO file containing all code for data cleaning, variable construction, and econometric modeling. Running this script reproduces the empirical results presented in the paper.

Replication_Package_Readme.pdf
A documentation file explaining the contents of the replication package, data sources, processing steps, and instructions for reproducing the study results. It also includes contact information for inquiries.
DOI: 10.17632/hry2njz8hy.1
title: Does Public Data Openness Reduce Boundary Pollution? Evidence from Interprovincial Neighboring Cities in China

description: Description of the Five Datasets
city_border.dta
This panel dataset contains data on interprovincial neighboring cities in China from 2008 to 2021. It includes environmental indicators, socioeconomic variables, and public data openness measures used for the main empirical analysis of boundary pollution.

city_all.dta
This dataset covers all prefecture-level cities in China during the same period. It serves as a broader sample for robustness checks and additional analyses beyond the border cities.

firm_border.dta
Panel data of industrial firms located in the boundary regions, including firm-level performance, pollution emissions, and innovation indicators. It supports the study of firm behavior in response to public data openness and environmental policies.

do.do
A Stata DO file containing all code for data cleaning, variable construction, and econometric modeling. Running this script reproduces the empirical results presented in the paper.

Replication_Package_Readme.pdf
A documentation file explaining the contents of the replication package, data sources, processing steps, and instructions for reproducing the study results. It also includes contact information for inquiries.
DOI: 10.17632/vwzzp4jhk9
title: Supplement to Vico-Prieto et al Perceived Beauty In Sounds And Images 2025

description: Supplementary materials of "Golden Ratio Enhances Auditory Beauty Perception While Participants Link Sound and Visual Proportions".
Vico-Prieto, A. Félix; Callejas-Aguilera, José E.; Ramos-Álvarez, Manuel M.; Cagigas, Ángel & Rosas, Juan M.

Included are: 
Sound stimuli from Experiments 1 and 2 in mp3 format.
The raw data from Experiments 1 and 2.
Screens displayed in Experiments 1 and 2 contained an English adaptation of the instructions.
Details on the rectangles, including descriptions and measures for each section
DOI: 10.17632/vwzzp4jhk9.1
title: Supplement to Vico-Prieto et al Perceived Beauty In Sounds And Images 2025

description: Supplementary materials of "Golden Ratio Enhances Auditory Beauty Perception While Participants Link Sound and Visual Proportions".
Vico-Prieto, A. Félix; Callejas-Aguilera, José E.; Ramos-Álvarez, Manuel M.; Cagigas, Ángel & Rosas, Juan M.

Included are: 
Sound stimuli from Experiments 1 and 2 in mp3 format.
The raw data from Experiments 1 and 2.
Screens displayed in Experiments 1 and 2 contained an English adaptation of the instructions.
Details on the rectangles, including descriptions and measures for each section
DOI: 10.17632/ycmd8tfz22
title: data for "Reduced Soil Moisture in Edge Zones along Deep-Cut Channels of Rainfed Agricultural Plateaus"

description: Edge zones in overbank areas along deep-cut channels, on rainfed plateaus, constitute vital farmlands in land-scarce agricultural regions. Soil moisture (SM), a critical constraint of local productivity, is typically lower in these zones than in the inner zones farther from the channels. However, to date, spatiotemporal dynamics of reduced SM in edge zones remain unquantified along deep-cut channels. Measurements of hourly SM were taken at 10, 40, and 70 cm depths, across three sites (at 3.5m, 7 m, and 11.5 m from the channel edge), during the 2023-2024 growing season of apple trees in the Weibei rainfed Plateau.
DOI: 10.17632/ycmd8tfz22.1
title: data for "Reduced Soil Moisture in Edge Zones along Deep-Cut Channels of Rainfed Agricultural Plateaus"

description: Edge zones in overbank areas along deep-cut channels, on rainfed plateaus, constitute vital farmlands in land-scarce agricultural regions. Soil moisture (SM), a critical constraint of local productivity, is typically lower in these zones than in the inner zones farther from the channels. However, to date, spatiotemporal dynamics of reduced SM in edge zones remain unquantified along deep-cut channels. Measurements of hourly SM were taken at 10, 40, and 70 cm depths, across three sites (at 3.5m, 7 m, and 11.5 m from the channel edge), during the 2023-2024 growing season of apple trees in the Weibei rainfed Plateau.
DOI: 10.15468/dl.hrwp32
title: Occurrence Download

description: A dataset containing 133518 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Merops apiaster Linnaeus, 1758",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 133518 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081679-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.71929/rubin/2570310
title: Legacy Survey of Space and Time Data Preview 1: raw dataset type

description: The Legacy Survey of Space and Time Data Preview 1 (DP1) is the first release of data from the NSF-DOE Vera C. Rubin Observatory. It consists of raw and calibrated single-epoch images, co-adds, difference images, detection catalogs, and other derived data products. DP1 is based on 1792 science-grade optical/near-infrared exposures acquired over 48 distinct nights by the Rubin Commissioning Camera, LSSTComCam, on the Simonyi Survey Telescope at the Summit Facility on Cerro Pachón, Chile during the first on-sky commissioning campaign in late 2024. DP1 covers a total of approximately 15 sq. deg. over seven roughly equally-sized non-contiguous fields, each independently observed in six broad photometric bands, ugrizy, spanning a range of stellar densities and latitudes and overlapping with external reference datasets.

This dataset is a subset of the full data release consisting of the raw dataset type. These are unprocessed images from the LSST Commissioning Camera. This release contains 16,125 datasets of this type.
DOI: 10.15468/dl.vdfvn9
title: Occurrence Download

description: A dataset listing the 2983 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-43.51184 -19.1629,-43.49783 -19.20245,-43.50211 -19.22386,-43.52923 -19.26754,-43.52902 -19.29881,-43.51847 -19.31814,-43.52096 -19.34476,-43.48653 -19.37329,-43.48363 -19.43191,-43.44859 -19.44184,-43.39898 -19.4422,-43.38184 -19.43185,-43.30867 -19.4347,-43.25228 -19.41186,-43.23586 -19.38866,-43.18839 -19.39009,-43.14717 -19.33606,-43.10023 -19.3287,-43.09345 -19.30764,-43.0657 -19.26687,-43.0003 -19.27123,-42.94827 -19.24194,-42.96422 -19.18225,-42.95279 -19.16155,-42.95708 -19.13942,-42.99277 -19.12015,-42.99634 -19.09445,-43.03417 -19.08446,-43.07415 -19.05662,-43.10199 -19.00736,-43.15196 -18.97024,-43.16623 -18.94597,-43.17694 -18.89672,-43.20407 -18.87959,-43.20556 -18.84132,-43.19271 -18.80992,-43.22905 -18.75466,-43.26474 -18.71469,-43.30329 -18.69185,-43.30526 -18.66838,-43.33451 -18.66532,-43.35832 -18.6443,-43.39807 -18.62443,-43.40465 -18.59191,-43.38752 -18.55122,-43.36753 -18.52766,-43.37538 -18.5091,-43.37824 -18.447,-43.38752 -18.44343,-43.42597 -18.46814,-43.4431 -18.51526,-43.42834 -18.53905,-43.44391 -18.56835,-43.47166 -18.58087,-43.47487 -18.59728,-43.51703 -18.61846,-43.50341 -18.65314,-43.50544 -18.67801,-43.48522 -18.7341,-43.51734 -18.77081,-43.53494 -18.77462,-43.58302 -18.74898,-43.5931 -18.77122,-43.59576 -18.80707,-43.61661 -18.84084,-43.65648 -18.83879,-43.65924 -18.86145,-43.64544 -18.8766,-43.64761 -18.90219,-43.66856 -18.90641,-43.68924 -18.92897,-43.6881 -18.94416,-43.63453 -19.0156,-43.61617 -19.09838,-43.56763 -19.12114,-43.55406 -19.13788,-43.55014 -19.16546,-43.51184 -19.1629))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae",
 "Year 1000-2012"
 ]
}

 The dataset's 2983 records were derived from 141 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081691-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/5v7w2hx8n5
title: SpiceSpectrum: A Dataset of Spice Images

description: SpiceSpectrum is a comprehensive collection of high-quality images representing 11 distinct types of spices, selected based on global market value. With a total of 11,000 meticulously curated images (1,000 per spice), this dataset is specifically designed to cater to industry needs. It serves as a valuable resource for machine learning, image recognition, and automation within the spice and food industries. SpiceSpectrum enables businesses to enhance operations such as spice sorting, quality control, and inventory management, providing practical solutions for the food industry and related sectors.
DOI: 10.17632/5v7w2hx8n5.2
title: SpiceSpectrum: A Dataset of Spice Images

description: SpiceSpectrum is a comprehensive collection of high-quality images representing 11 distinct types of spices, selected based on global market value. With a total of 11,000 meticulously curated images (1,000 per spice), this dataset is specifically designed to cater to industry needs. It serves as a valuable resource for machine learning, image recognition, and automation within the spice and food industries. SpiceSpectrum enables businesses to enhance operations such as spice sorting, quality control, and inventory management, providing practical solutions for the food industry and related sectors.
DOI: 10.15468/dl.4vyd2n
title: Occurrence Download

description: A dataset containing 59 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Broussonetia papyrifera (L.) L'Hér. ex Vent.",
 "Country is Uganda",
 "HasCoordinate is true"
 ]
}

 The dataset includes 59 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081703-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qsjyxq
title: Occurrence Download

description: A dataset containing 31481 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leopardus pardalis (Linnaeus, 1758)"
 ]
}

 The dataset includes 31481 records from 437 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081702-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.