cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/jw6t8r9r4g.1
title: Data for Manuscript Title "Hunting Militias at All Cost: Urban Military Operation and Birth Outcomes"

description: This dataset contains the replication files for the study "Hunting Militias at All Cost: Urban Military Operation and Birth Outcomes." 

Research Description
This study hypothesizes that Operation Orion, a state-led military intervention in Medellín, Colombia, had unintended consequences on newborn health in the affected urban neighborhoods. Specifically, the study posits that exposure to the violence and stress generated by the operation during the first trimester of pregnancy could negatively impact birth outcomes. The study finds that infants exposed to Operation Orion in utero, particularly during their mothers' first trimester of pregnancy, experienced significant reductions in key health indicators: Birth weight decreased by an average of 116 grams, height at birth dropped by an average of 0.51 centimeters, and there was a 3% lower probability of having an APGAR score above 7. 

Data Overview and Interpretation
The provided data was sourced from the Vital Statistics Reports (VSR) for Medellín, collected by the National Administrative Department of Statistics (DANE), covering the years 2000-2005. Data includes information on birth outcomes (e.g., birth weight, height, APGAR score) and relevant maternal characteristics such as marital status, education, and access to healthcare. The Vital Statistics Reports (VSR) provide administrative data that can be used to track and analyze health outcomes at birth. This study focused on the period between 2002 and 2003, aligning with the timeline of Operation Orion. The data includes detailed birth records, allowing the researchers to employ a Difference-in-Differences (DiD) methodology to isolate the causal effect of the operation by comparing birth outcomes in affected neighborhoods to unaffected areas before and after the intervention.
Stata .dta Files: The datasets provided in .dta format (Stata format) are ready to be used in any Stata-based analysis. Key variables such as birth weight, height, gestational length, and maternal characteristics are included, enabling replication of the analysis or further exploration of different aspects of the birth outcomes.
Do-Files: The folder contains Stata .do files that are pre-configured to replicate the tables and figures in the study. 
Figures: Pre-generated figures and plots are available in .png and .pdf formats for visualizing the key results, such as the heterogeneous effects on birth outcomes and permutation test results.

See the file README.pdf for further details.
DOI: 10.17632/yb3zb6bxc3.1
title: data -Jingrong Song

description: This is all the data for the article, excluding images.
DOI: 10.17632/cx8cfgrhnn.1
title: Hydrogel Characterization Data

description: This dataset contains characterization results for two hydrogels: gelatin methacrylate (GelMA) and poly(ethylene glycol) diacrylate (PEGDA). Traditional mechanical tests, pulse-echo ultrasound, and rheology were performed on an array of samples. Hydrogel concentration is noted as % w/v and hydrogel curing time is noted in seconds. An overview of the data files is given below. 

GelMA_Characterization_Data.xlsx 
- Acoustic impedance calculations and values
- Attenuation coefficient values
- Bulk modulus calculations and values
- Density calculations and values
- Poisson's ratio calculations 
- Speed of sound values
- Viscosity values as a function of shear rate 
- Young's modulus values 

PEGDA_Characterization_Data.xlsx 
- Attenuation coefficient values
- Bulk modulus calculations and values
- Density calculations and values
- Speed of sound values
- Viscosity values as a function of shear rate 
- Young's modulus values 

The stress-strain values obtained from compression testing are provided in the folders "GelMA_CompressionFiles" and "PEGDA_CompressionFiles".
DOI: 10.15468/dl.99xyyv
title: Occurrence Download

description: A dataset containing 169 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leptodactylus plaumanni Ahl, 1936"
 ]
}

 The dataset includes 169 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007656-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/7v7yp94bpk.1
title: Data for publication

description: Data for publish
DOI: 10.17632/dby8p52cyt.2
title: Settling and rising velocities of microplastics: Laboratory experiments and lattice Boltzmann modeling

description: This dataset includes supplementary data for the experimental and modeling results of the setlling velocites of microplastics. The .doc file contains 8 tables.
DOI: 10.17632/mk984r95z8.1
title: Response of nitrous oxide emissions, nitrogen cycling genes and corresponding microbial community on kitchen waste hydrolysate addition levels

description: This study compared the effects of KWH addition leves on N2O emission in sewage treatment. 16S rDNA and quantitative microbial element cycling (QMEC) technique were employed to identify microbial community structure and functional gene expression of nitrogen cycle.
DOI: 10.15468/dl.n39vut
title: Occurrence Download

description: A dataset containing 41671 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sida rhombifolia L."
 ]
}

 The dataset includes 41671 records from 764 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007653-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/gccpszfnm2.1
title: Top-down: A better strategy for incremental covering array generation

description: The Incremental Covering Array (ICA) offers a flexible and efficient test schedule for Combinatorial Testing (CT) by enabling dynamic adjustment of test strength. Despite its importance, ICA generation has been under-explored in the CT community, resulting in limited and suboptimal existing approaches. 
To address this gap, we introduce a novel strategy, namely Top-down, for optimizing ICA generation. In contrast to the traditional strategy, named Bottom-up, Top-down starts with a higher-strength test set and then extracts lower-strength sets from it, thus leveraging test case generation algorithms more effectively.
We conducted a comparative evaluation of the two strategies across 17 real-world software with 84 total versions. The results demonstrate that compared with Bottom-up, the Top-down strategy requires less time and generates smaller ICAs while covering more higher-strength interactions. Furthermore, Top-down outperforms Bottom-up in early fault detection and code line coverage, while also surpassing the random and direct CA generation strategies.
The Top-down strategy not only improved the efficiency of test case generation but also enhanced the effectiveness of fault detection in the incremental testing scenarios.
DOI: 10.17632/skz57dn8xw.1
title: Measuring Gen Z’s Understanding of Sustainable Development Goals Ideas and Programs (Case Study on SDGs Project Based Learning at Bina Nusantara University)

description: The Sustainable Development Goals (SDGs) have become a global framework for addressing pressing social, economic, and environmental challenges. Given the critical role of younger generations in achieving these goals, this study aims to measure the understanding of Generation Z (Gen Z) regarding SDG ideas and programs through a Project-Based Learning (PBL) approach at Bina Nusantara University. This research adopts a qualitative method with interview approach to assess students' comprehension before and after participating in SDGs-oriented PBL activities. The findings indicate a significant increase in students' understanding of SDG concepts, particularly in climate action, gender equality, and responsible consumption. Moreover, the study reveals that PBL fosters cognitive understanding and a stronger emotional connection to the importance of SDGs, encouraging students to engage in real-world applications of the knowledge gained. However, challenges such as limited generalizability and the need for further longitudinal studies are acknowledged. This research contributes to the growing body of knowledge on educational strategies for promoting SDGs awareness among Gen Z, offering insights into the effectiveness of PBL as a pedagogical tool. The study suggests that integrating PBL into curricula could be a powerful approach to cultivating a knowledgeable and proactive generation that can address global sustainability challenges. Here attached qualitative data about this project.
DOI: 10.17632/d4g78k9sms.1
title: Summertime nutrient transports in the coastal areas of the western Northern Yellow Sea

description: Nutrient concentrations at main rivers which enter the Bohai Sea, Yellow Sea and East China Sea.
Observational data for model validation and model results related to this work.
Cross-boundary nutrient transports for Zone1 and Zone2 descripted in the article.
Details could be found in the article "Summertime nutrient transports in the coastal areas of the western Northern Yellow Sea"
DOI: 10.5281/zenodo.13918015
title: Aligned Cross-modal Integration and Regulatory Heterogeneity Characterization of Single-Cell Multiomic Data with Deep Contrastive Learning
DOI: 10.5281/zenodo.13918016
title: Aligned Cross-modal Integration and Regulatory Heterogeneity Characterization of Single-Cell Multiomic Data with Deep Contrastive Learning
DOI: 10.17632/rmdnfr4wgf.1
title: Assessing Comprehension of Multiculturalism in Nonformal Education An Examination of Nonformal Education in Malang, Indonesia

description: Conducted in Pusat Kegiatan Belajar Masyarakat (PKBM) providing Paket C programs; equivalent to senior high school education, the research integrates quantitative surveys and qualitative interviews. Quantitative data were collected using structured questionnaires assessing participants' knowledge, attitudes, and behaviors related to multiculturalism through Likert-scale items, multiple-choice questions, and open-ended questions. Qualitative data were obtained from in-depth interviews with selected teachers and students, providing rich contextual insights into their experiences and perceptions of multicultural education. Here some feedback from responden.
DOI: 10.17632/jy956g2zw2.1
title: 顾及滑坡风险的南部县土地利用优化

description: 南部县滑坡易发性评价及土地利用优化相关数据文件
DOI: 10.17632/nzyw9csjs8.1
title: Collection of transcription factor binding sites of 18 central flowering genes predicted by PWM in A. thaliana genome

description: Based on PWM, we identified transcription factor binding sites in the Arabidopsis thaliana genome. This dataset contains all possible TFs of genes specifically responsible for flowering - including floral development and signaling - which were queried from the EPD (Eukaryotic Promoter Database) with cut-off (p-value) values ​​of 0.00001 and 0.0001.
We examined the promoter of 18 genes responsible for central flowering in positions -5000 to +10000.
DOI: 10.17632/7k6rhc2vzh.1
title: Data from two experiments investigating transfer of stimulus-response frequency on reaction time

description: This data collection contains the raw data sets from two experiments investigating the transfer of stimulus-response (S-R) frequency on reaction time (RT) in human participants. We have described the theoretical background, the methods, and the results of both expeiments in a manuscript entitled "Reaction times are shaped by global and local stimulus-response frequencies". This manuscript has been submitted for publication in October 2024, when we published these datasets. Here is the abstract of our manuscript: Responses to more frequent stimuli are faster and less error-prone than responses to less frequent stimuli. Here we show that responses to equally frequent stimulus colors, presented in left and right locations, exhibit an indirect relative-frequency effect when these stimulus colors are presented with different relative frequencies in upper and lower locations; the indirect relative-frequency effect is accompanied by modulated Simon effects and smaller than the direct effect. However, for the same stimulus locations the indirect effect disappears when the global relative frequencies of stimulus colors and thus responses are equated by presenting additional stimuli at the central location; under these conditions only a small direct effect remains for responses to stimulus colors in locations where they actually have different frequencies. Thus there is a strong global, location-independent effect of relative stimulus-response frequency, likely resulting from selective response preparation, and a weaker local, location-dependent effect, likely resulting from facilitated processing of the more frequent stimulus at a specific location. The findings imply that the effects of relative stimulus-response frequency are based on representations both of individual and integrated features of stimuli, responses, and context such as task-irrelevant stimulus locations. The design and analyis of Experiment 1 has been preregistered prior to conducting the research at https://osf.io/uk5n2. The design and analysis of Experiment 2 has been preregistered prior to conducting the research at https://osf.io/b3msh.
DOI: 10.17632/cbpjjwpxg5.1
title: IoT field data, codes, and scripts

description: real-time soil-environmental parameters, controller codes, and modeling scripts
DOI: 10.17632/r5kmyf9wwt.1
title: Large instances for min-max regret traveling salesman problem

description: This dataset is related to the Data in the article titled: “New heuristic approaches for the min-max regret traveling salesman problem.” The dataset includes 100 random instances.
In each file, the first row shows the number of vertices (n). The second to (n+1)-th rows represent each edge, consisting of four values separated by spaces: the edge tail, the edge head, the lower bound of the edge cost, and the upper bound of the edge cost.
DOI: 10.17632/k88j27g42f.1
title: Risk assessment of xylene occupational exposure sites based on four risk assessment models

description: Risk assessment of xylene occupational exposure sites based on four risk assessment models
DOI: 10.15468/dl.8aetus
title: Occurrence Download

description: A dataset containing 4565 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leptodactylus podicipinus (Cope, 1862)"
 ]
}

 The dataset includes 4565 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007657-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13918064
title: supplementary materials: Sex hormones and the immune system: a bibliometric analysis
DOI: 10.5281/zenodo.13918065
title: supplementary materials: Sex hormones and the immune system: a bibliometric analysis
DOI: 10.15468/dl.2vbtnp
title: Occurrence Download

description: A dataset containing 1151 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leptodactylus poecilochilus (Cope, 1862)"
 ]
}

 The dataset includes 1151 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007658-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tqtjdp
title: Occurrence Download

description: A dataset containing 227 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Issue is Geodetic datum assumed WGS84",
 "OccurrenceStatus is Present",
 "TaxonKey is Malus prunifolia (Willd.) Borkh.",
 "Year 1000-2024"
 ]
}

 The dataset includes 227 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007659-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/q4np-m373
title: Inertial Sensor Data from Healthy Adult Upper Limb Movements

description: This dataset contains inertial sensor and optical motion capture data from a trial of 20 healthy adult participants performing various upper limb movements. Each subject had an IMU and cluster of relfective markers attached to their sternum, right upper arm, and right forearm (as in the image attached), and IMU and marker data was recorded simultaneously. This trial was carried out with the intention of investigating alternative sensor-to-segment calibration methods, but may be useful for other areas of inertial sensor research.
DOI: 10.5281/zenodo.13880486
title: Conserved mechanism of Xrn1 regulation by glycolytic flux and protein aggregation

description: This dataset contains the raw and processed microscopy data that form the basis of our research article titled Conserved mechanism of Xrn1 regulation by glycolytic flux and protein aggregation (DOI: doi.org/10.1016/j.heliyon.2024.e38786) publlished in the CellPress journal Heliyon (Volume 10, Issue 19, 15 October 2024, e38786). The paper describes the mechanism underlying the binding of yeast Xrn1 to the plasma membrane microdomain stabiliser eisosome in a glucose-dependent manner. The images stored in the dataset were acquired with a Zeiss LSM 880 confocal microscope performed at the Microscopy Service Centre of the Institute of Experimental Medicine CAS supported by the MEYS CR (LM2023050 Czech-Bioimaging). Detailed step-by-step instructions for live microscopy sample preparation that we follow can be found at protocols.io: https://www.protocols.io/view/live-cell-microscopy-sample-preparation-yeast-cult-8epv5r23dg1b. The quantification of microscopy data was performed using our custom-developed Fiji and R scripts that can be found at https://github.com/jakubzahumensky/microscopy_analysis. Their use is described in detail in the https://doi.org/10.1101/2024.03.28.587214. For further information, please refer to the README file attached to the dataset.

Note: This final version of datasets supplements the previous datasets of version 1 (DOI: 10.5281/zenodo.12748899) and version 2 (DOI: 10.5281/zenodo.13772845).
DOI: 10.5281/zenodo.12748898
title: Conserved mechanism of Xrn1 regulation by glycolytic flux and protein aggregation

description: This dataset contains the raw and processed microscopy data that form the basis of our research article titled Conserved mechanism of Xrn1 regulation by glycolytic flux and protein aggregation (DOI: doi.org/10.1016/j.heliyon.2024.e38786) publlished in the CellPress journal Heliyon (Volume 10, Issue 19, 15 October 2024, e38786). The paper describes the mechanism underlying the binding of yeast Xrn1 to the plasma membrane microdomain stabiliser eisosome in a glucose-dependent manner. The images stored in the dataset were acquired with a Zeiss LSM 880 confocal microscope performed at the Microscopy Service Centre of the Institute of Experimental Medicine CAS supported by the MEYS CR (LM2023050 Czech-Bioimaging). Detailed step-by-step instructions for live microscopy sample preparation that we follow can be found at protocols.io: https://www.protocols.io/view/live-cell-microscopy-sample-preparation-yeast-cult-8epv5r23dg1b. The quantification of microscopy data was performed using our custom-developed Fiji and R scripts that can be found at https://github.com/jakubzahumensky/microscopy_analysis. Their use is described in detail in the https://doi.org/10.1101/2024.03.28.587214. For further information, please refer to the README file attached to the dataset.

Note: This final version of datasets supplements the previous datasets of version 1 (DOI: 10.5281/zenodo.12748899) and version 2 (DOI: 10.5281/zenodo.13772845).
DOI: 10.5281/zenodo.13220363
title: Effect of Organic Cation Size on Structural, Thermochromic, Dielectric and Photoluminescence Properties of Two-Dimensional Lead Iodide Perovskites with Extremally Reduced Dielectric Confinement

description: Dataset for scientific publication entitled Effect of Organic Cation Size on Structural, Thermochromic, Dielectric and Photoluminescence Properties of Two-Dimensional Lead Iodide Perovskites with Extremally Reduced Dielectric Confinement. 

This research was supported by the National Science Center (Narodowe Centrum Nauki) in Poland under project No. 2020/38/A/ST3/00214. JKZ acknowledges support from Academia Iuvenum, Wroclaw University of Science and Technology.
DOI: 10.5281/zenodo.13220364
title: Effect of Organic Cation Size on Structural, Thermochromic, Dielectric and Photoluminescence Properties of Two-Dimensional Lead Iodide Perovskites with Extremally Reduced Dielectric Confinement

description: Dataset for scientific publication entitled Effect of Organic Cation Size on Structural, Thermochromic, Dielectric and Photoluminescence Properties of Two-Dimensional Lead Iodide Perovskites with Extremally Reduced Dielectric Confinement. 

This research was supported by the National Science Center (Narodowe Centrum Nauki) in Poland under project No. 2020/38/A/ST3/00214. JKZ acknowledges support from Academia Iuvenum, Wroclaw University of Science and Technology.
DOI: 10.15468/dl.3vr9bq
title: Occurrence Download

description: A dataset containing 204 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leptodactylus pustulatus (Peters, 1870)"
 ]
}

 The dataset includes 204 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007660-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z8jwgw
title: Occurrence Download

description: A dataset containing 1380 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leptodactylus rhodomystax Boulenger, 1884"
 ]
}

 The dataset includes 1380 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007661-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13918031
title: ROIs NanoString Digital Spatial Profiler protein assay van Hijfte et al. 2024

description: Images that show ROIs of the NanoString Digital Spatial Profiler protein assay from Van Hijfte et al. 2024. See associated publication for more information.
DOI: 10.5281/zenodo.13918032
title: ROIs NanoString Digital Spatial Profiler protein assay van Hijfte et al. 2024

description: Images that show ROIs of the NanoString Digital Spatial Profiler protein assay from Van Hijfte et al. 2024. See associated publication for more information.
DOI: 10.5281/zenodo.13918044
title: Venus Express IMA solar wind data for VeRa radio science observations

description: The Venus Express (VEX) Analyser of Space Plasmas and Energetic Atoms (ASPERA-4)ion mass spectrometer (IMA) observed the the pristine solar wind parametersat Venus between 2006 and 2014. Details can be found inBarabash et al. (2007) Planetary and Space Science, Vol. 55 (12), pp. 1772-1792The Analyser of Space Plasmas and Energetic Atoms (ASPERA-4) for the Venus Express mission.

This file is based on the VEX_IMA_SW_NVP_20060101.cef data file providedby M. Fränz (MPI for Solar System Research, Goettingen, Germany) and contains only those ASPERA-4solar wind observations used in the publication Peter et al. (2024) IcarusThe variability of the topside ionospheres of Venus and Marsas seen by recent radio science observations (Appendix A4 Fig. 2).

Data are based on hourly average IMA spectra obtained when VEX was at larger distance than1 Venus radius from nominal bow shock (Martinecz 2009, PhD). Density and total velocityare obtained by integration over the IMA_EXTRA proton spectrum. Dynamic pressureby product of density and velocity. This file contains only orbits used for VERA analyis.