cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/tc54y95r6r
title: Mass-rearing and life history of Cyclocephala barrerai (Coleoptera: Melolonthidae) and congeneric species

description: These data belong to the research article “Mass-rearing and life history of Cyclocephala barrerai (Coleoptera: Melolonthidae) and congeneric species” with doi: https://doi.org/10.1093/jisesa/ieaf050. One of the main challenges in studying the biology of Melolonthidae has been the consistent availability of organisms with known characteristics. This study developed a methodology for mass-rearing Cyclocephala barrerai Martínez (Coleoptera: Melolonthidae) over multiple laboratory generations. These data were used to analyze mass-rearing (egg-adult cycle length, weight, fecundity), morphometric comparison between field and laboratory organisms, life cycle and a comparison between the mass-rearing methodology and one where organisms were reared with constant manipulation.
DOI: 10.17632/mhwyw5tkcm
title: Can Property Tax Curb Housing Costs in China? New Insights from Chongqing with Bayesian Synthetic Control

description: Replication Files for "Can Property Tax Curb Housing Costs in China? New Insights from Chongqing with Bayesian Synthetic Control" by Jinyu ZHANG, Yinghan TANG, Tianyi LIU and Yuan ZHANG

This folder contains the following files and subfolders:
The main folder contains the primary simulation and empirical computation programs.

S1.R-S8.R are R code for simulations scenario S1- S8, respectively which is under the environment "R version 4.2.2 (2022-10-31 ucrt)", and the random number generation method "Mersenne-Twister" "Inversion" " Rejection".

 empirical.R is R code for Empirical study, which is under the environment "R version 4.0.5 (2021-03-31)", and the random number generation method "Mersenne-Twister" "Inversion" "Rounding". 

Despite setting the random seed, variations in different versions of R and differences in random number generation methods may cause slight differences in the results. In our study, these variations typically occur at the 1% level and do not affect my conclusions.

Since running the programs takes a long time, we have stored the results in the data folder. The result folder includes scripts for reproducing all the figures and tables in the paper. For Table 1, simply run t1.R. For Figure 1, simply run f1.R, and so on. 

Note: Before running any .R files, please make sure to update your file paths accordingly. bscm-master is a subfolder containing Rstan code and data needed to replicate simulation and empirical results. 

Please make sure to update the file path in the code above to reflect the location of this folder. The first time you run RStan, it may be slow because RStan is configuring the .rds files on your machine.
DOI: 10.6084/m9.figshare.28068422.v1
title: 10.6084/m9.figshare.28068422

description: This dataset comprises the data used in the paper "Evidence of seafloor gas venting in the northwestern Arabian Sea", published in "Communications Earth & Environment" journal. There are four different types of data included: multibeam bathymetry data as a CSV file (compressed as .rar), profiles of water column physical parameters (CTD) as a CSV file, as well as seismic reflection and water column backscatter images.
DOI: 10.15468/dl.rsjy99
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Salsola kali L.",
 "Country is Algeria"
 ]
}

 The dataset includes 36 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012887-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/6yty843zvk
title: Rural water point functionality estimates and associations: evidence from nine countries in sub-Saharan Africa and South Asia

description: Water point monitoring data associated with the paper "Rural water point functionality estimates and associations: evidence from nine countries in sub-Saharan Africa and South Asia". The cross-sectional data were collected jointly by charity: water and ten country programs that construct rural drinking water supply infrastructure with charity: water funding. The research aimed to elucidate factors associated with functional water points in rural areas of low- and middle-income countries.
DOI: 10.17632/hhm8x25k9n
title: Severe yellow fever and severe dengue: comparison of clinical and laboratory profile

description: Severe yellow fever and severe dengue: comparison of clinical and laboratory profile
DOI: 10.6084/m9.figshare.27961518.v1
title: Acoustical Statistics of Zebra Finch Breeding Environments

description: These data are from a study of the effects of the early social-acoustical environment on auditory discrimination behavior and electrophysiological responses in the auditory pallium in zebra finches. As part of this study, we made acoustic recordings from our indoor zebra finch breeding colony and from acoustic isolation boxes that prevent birds from hearing the colony noise while still exposing them to the songs and calls of their parents and siblings. This dataset includes examples from these long recordings and summary statistics of the amplitude over the course of the full recordings. The raw recording data are too large to be deposited but can be made available upon request.
DOI: 10.6084/m9.figshare.24418321.v1
title: Satellite DOM image; 2020-02-21

description: Satellite DOM image; 2020-02-21
DOI: 10.6084/m9.figshare.28540448.v1
title: Geochemical analyses and in-situ micro-CT experiments on well rocks from the Campi Flegrei caldera

description: Geochemical analyses (microprobe analyses of minerals, and XRF spectrometer and TIMS analyses of whole rocks), and compression and indirect tensile in-situ micro-CT experiments, on (SV1) well rocks from the Campi Flegrei caldera. This repository is related to the Supporting Information of the following paper:Article Title: Weak crust owing past magmatic intrusions beneath Campi Flegrei identified: the engine for bradyseismic movements?Authors: Gianmarco Buono, Francesco Maccaferri, Lucia Pappalardo, Anna Tramelli, Stefano Caliro, Giovanni Chiodini, Virginie Pinel, Eleonora Rivalta, Elena Spagnuolo, Elisa Trasatti, Mauro Antonio Di VitoJournal: AGU Advances<br>
DOI: 10.17632/5m98kvdkyt
title: UAVS-FDDB: UAVs-based Forest Fire Detection Database

description: The UAVs-based Forest Fire Database (UAVs-FFDB) encompasses four distinct classes:
1. Pre-evening Forest Condition
2. Evening Forest Condition
3. Pre-evening Fire Incident
4. Evening Fire Incident. 
The images were captured using UAVs equipped with Raspberry Pi Camera V2 technology in the forested areas surrounding Adana Alparslan Türkeş Science and Technology University, Adana, Turkey. This dataset is divided into two main components: original data (raw) and augmented data, each accompanied by an annotation file. The raw data comprises 1,653 images, while the augmented dataset contains 15,560 images. Below is the distribution of images across the four classes:

- Raw Data 
Pre-evening Forest Condition = 222
Evening Forest Condition = 286 
Pre-evening Fire Incident = 791 
Evening Fire Incident = 354 

- Augmented Data
Pre-evening Forest Condition = 3,890
Evening Forest Condition = 3,890
Pre-evening Fire Incident = 3,890
Evening Fire Incident = 3,890
DOI: 10.17632/vkt6p2xztv
title: Glioma Dataset from Rabat: Clinicopathological, immunohistochemical and disease progression features of 32 Moroccan patients with Glioma.

description: Glioma Dataset from Rabat contains the clinical data of 32 patients with glioma. The clinical data including demographic data (age, sex), tumor characteristics (tumor location, Glioma type, Karnofsky performance score, mitotic activity, cell density, necrosis, endotheliocapillary vascular proliferation, MRI contrast pick-up, corpus collosum infiltration and Oedema), treatment strategy (subtotal resection, gross resection, biopsy, radiotherapy, chemotherapy), expression pattern of tumor biomarkers (IDH1, HIF-1alpha, P53, Ki-67), and survival data (Kaplan-Meier curves for disease progression).
DOI: 10.17632/zjyyy5xx5j
title: Appendix A. Supplementary Data

description: Supplementary Data for APPLYING AHP AND FUZZY AHP MANAGEMENT METHODS TO ASSESS THE LEVEL OF FINANCIAL AND DIGITAL INCLUSION
DOI: 10.6084/m9.figshare.23721870.v1
title: Retroreflected optical phase, angle-of-arrival, and intensity dataset

description: Simultaneous measurements of optical phase, angle-of-arrival, and intensity over a retroreflected optical link are provided for three different measurement trials. A Jupyter notebook used to analyse atmospheric turbulence conditions based on these measurements is also provided. A preprint for the accompanying paper may be found at: https://doi.org/10.1364/opticaopen.23735448 <br> The Jupyter notebook file 'turbulence_characterisation.ipynb' provides all code used for data analysis in the accompanying paper. <br> Three .h5 files are provided, each containing data corresponding to three different experimental measurements. Details of the experimental architecture and conditions for these three datasets may be found in the accompanying paper. - dataset_low.h5 - dataset_med.h5 - dataset_high.h5 Each file may be read using the 'pandas' python library. For example, pd.HDFStore('dataset_low.h5', 'r', complevel=1, complib='zlib') <br> Each file has the following hierarchical structure: - hdf [.h5 file] - hdf.phase - hdf.phase.t [measurement time in seconds] - hdf.phase.phase_rad [recorded optical phase in rad] - hdf.qpd - hdf.qpd.t [measurement time in seconds] - hdf.qpd.xdiff [x-axis difference voltage normalised to +-1] - hdf.qpd.ydiff [y-axis difference voltage normalised to +-1] - hdf.qpd.fpd_opt [received fibre-coupled optical power in W. Losses due to beam splitters have been corrected so that this measurement corresponds to the one below but with additional coupling loss.] - hdf.qpd.qpd_opt [received free-space optical power in W. Losses due to beam splitters have been corrected, this corresponds to the reflected light intensity incident on the front of the optical terminal.] - hdf.weather - hdf.weather.time [timestamp in local time] - hdf.weather.windspeed_avg [average windspeed in m/s] - hdf.weather.windspeed_gust [maximum windspeed in m/s] - hdf.weather.temp [ambient temp in m/s] - hdf.weather.t [measurement time in seconds] <br>
DOI: 10.17632/47f9m4yxrb
title: Soil legacy of grazing shapes current ecosystem multifunctionality in a temperate grassland

description: | | |
|-|-|
|Variables Used in Experimental Analysis| |
| | |
|YEAR|YEAR OF DATA COLLECTION,2021|
|4 grazed meadows｜ light, moderate, heavy or extremely heavy grazing|
｜4 plant community｜Leymus chinensis,Forb,Puccinellia tenuiflora,Chloris virgata｜
|All plant communities were grown with 4 soil types|
|BD|soil bulk density|
|TC|total carbon|
|TN|total nitrogen |
|T0C|Total organic carbon|
|EMF|ecosystem multifunctionality|
|Frichness|fungi richness |
|Brichness|bacteria richness|
|PN|Plant Nitrogen Content|
|PC|Plant Carbon Content|
|LL|The Growth of Leymus chinensis Communities in Soils Subjected to Light Grazing Pressure|
|LF|The Growth of Forb Communities in Soils Subjected to Light Grazing Pressure|
|LP|The Growth of Puccinellia tenuiflora Communities in Soils Subjected to Light Grazing Pressure|
|LC|The Growth of Chloris virgata Communities in Soils Subjected to Light Grazing Pressure|
|FL|The Growth of Leymus chinensis Communities in Soils Subjected to Moderate Grazing Pressure|
Grazing Pressure|
|FF|The Growth of Forb Communities in Soils Subjected to Moderate Grazing Pressure|
|fP|The Growth of Puccinellia tenuiflora Communities in Soils Subjected to Moderate Grazing Pressure|
|FC|The Growth of Chloris virgata Communities in Soils Subjected to Moderate Grazing Pressure|
|PL|The Growth of Leymus chinensis Communities in Soils Subjected to Heavy Grazing Pressure|
|PF|The Growth of Forb Communities in Soils Subjected to Heavy Grazing Pressure|
|PP|The Growth of Puccinellia tenuiflora Communities in Soils Subjected to Heavy Grazing Pressure|
|PC|The Growth of Chloris virgata Communities in Soils Subjected to Heavy Grazing Pressure|
|CL|The Growth of Leymus chinensis Communities in Soils Subjected to Extremely heavy Grazing Pressure|
|CF|The Growth of Forb Communities in Soils Subjected to Extremely heavy Grazing Pressure|
|CP|The Growth of Puccinellia tenuiflora Communities in Soils Subjected to Extremely heavy Grazing Pressure|
|CC|The Growth of Chloris virgata Communities in Soils Subjected to Extremely heavy Grazing Pressure|
｜Soil1｜light grazing soil｜
｜Soil2｜ moderate grazing soil｜
｜Soil3｜ heavy grazing soil｜
｜Soil4｜ extremely heavy grazing soil｜
｜LAP｜Leucine amino peptidase| 
|NAG|β-1, 4-N-acetylglucosaminidase| 
|AG|α-1, 4-glucosidase| 
|BG|β-1, 4-glucosidase| 
|BX|β-1, 4-xylosidase| 
|CBH|β-D-cellobiohydrolase|
|AP|Alkaline phosphomonoesterase| 
|MBC|Microbial biomass C|
|MBN|Microbial biomass N|
DOI: 10.17632/4mskdgjz3t
title: MiR-155 and other microRNAs downregulate drug metabolizing cytochromes P450 in inflammation

description: Supplementary data tables to paper "MiR-155 and other microRNAs downregulate drug metabolizing cytochromes P450 in inflammation" by Kugler et al., Biochemical Pharmacolgy, 2019
DOI: 10.17632/m62wtn88ch
title: Supplementary materials for "Utility of nailfold capillary assessment for predicting pustulotic arthro-osteitis in palmoplantar pustulosis based on a prospective cohort study"

description: These data are supplementary materials for "Utility of nailfold capillary assessment for predicting pustulotic arthro-osteitis in palmoplantar pustulosis based on a prospective cohort study"
DOI: 10.17632/hjpx4gh9fs
title: Normative values of upper limb non-equilibrium coordination tests among adolescents

description: A cross-sectional study, recruiting 65 children of age group 12-17 years with purposive sampling to perform non-equilibrium coordination tests. Participants were asked to perform all tests one by one and the time taken (in seconds) was noted. The mean of three readings was obtained using a mobile based stop-watch. The normative reference values of finger to finger, finger to therapist finger, finger opposition, finger to nose and alternate nose to therapist finger comes out to be 2.28±0.65 seconds, 1.98±0.50 seconds, 2.14±0.52 seconds, 2.19 (2.12-2.41) seconds and 2.21 (2.14-2.44) seconds respectively.
DOI: 10.6084/m9.figshare.11920905.v1
title: DeepLearningTurbulence

description: Deep learning to infer eddy heat fluxes from sea surface height patterns of mesoscale turbulenceT. George, G. Manucharyan and A. Thompson<br>Code and data associated with the above publication.<br>The instructions for use and files contained can be found in the readme.
DOI: 10.17632/7hd727s8dd
title: Physical activity promotion: A cross-sectional study exploring the practice, attitudes and barriers amongst Luxembourg’s Healthcare Professional

description: This is the dataset for Physical activity promotion: A cross-sectional study exploring the practice, attitudes and barriers amongst Luxembourg’s Healthcare Professional
DOI: 10.6084/m9.figshare.5116795.v1
title: Raw data 16S rRNA gene analysis of gut microbiota of healthy subjects and ICU patients

description: Raw data of the 16S rRNA gene analysis of the gut microbiota composition of healthy subjects and ICU patients, determined using the HITChip (Human Intestinal Tract Chip).
DOI: 10.15468/dl.9wmxny
title: Occurrence Download

description: A dataset containing 219 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Muhlenbergia arenicola Buckley",
 "Year is less than or equal to 2000",
 "Year is greater than or equal to 1970",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 219 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012888-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/hfcw5htcvf
title: Dataset for Exploring Authentication in the Internet of Things: A Comprehensive Review

description: The publication dataset covers materials indexed from 2020 to 2023, encompassing details such as authors, titles, years, publishers, problem statements, objectives, domains, contributions, future directions, performance metrics, advantages, and limitations for each paper. This data has been compiled specifically for conducting a systematic literature review on the chosen topic.
DOI: 10.17632/mmby4f5y2f
title: Environment or pollinators? Factors shaping breeding system and spatial variation in nectar properties and pollination system in a desert species Fritillaria persica L.

description: Environment or pollinators? Factors shaping breeding system and spatial variation in nectar properties and pollination system in a desert species Fritillaria persica L.
DOI: 10.6084/m9.figshare.28877714.v2
title: Exploring geo-tagging behaviour in social media data through structural topic modelling and geographically weighted regression

description: In this study, Tweets were used as inputs for structural topic modelling (STM) to detect what topics were expressed by social media users. The STM identified 20 topics ranging from daily life to professional services. The results revealed how topic words were associated with geo-information versus non-geo-information in their posts. Additionally, geographically weighted regression (GWR) was used to investigate how geo-topics were spatially associated with land-use types, the results identified the specific areas where the geo-topics were positively correlated with different land-use categories.To avoid privacy concerns and to follow the terms of Twitter/X API, the raw individual Tweets are not published. The API terms here (https://developer.x.com/en/more/developer-terms/agreement-and-policy).
DOI: 10.17632/ycgh94k3dm
title: Sustainable Development Goals dataset

description: This paper introduces an analytic model to gauge the implementation of the Sustainable Development Goals (SDGs) in the course syllabuses of university degree programmes. The model, which consists of four category systems, is devised for the analysis of curricula that are still at an early stage of this process. The model has been tested in Spanish public universities that offer a master’s degree in Advanced Studies in the History of Art. A conventional content analysis has been performed on 762 competencies across 82 subjects in five institutions. The results show that: a) 0.92% of competency codes were aligned with the SDGs, while 13.25% were merely related to them; b) 48.02% of the codes were affected by repetitions of supposedly different competencies; c) there was a mean value of 9.29 competencies per subject, and modal values of 1 and 4 subjects in which each competency was addressed; and d) only 26.12% of the competencies were associated with high-level cognitive processes.
DOI: 10.17632/xz9rx5wfc5
title: Tamil Palmleaf Dataset

description: Data for Pulication in Data in Brief -The name of the samples are [NALADIYAR - ’NALADIYAR ORIGINAL’ (27) ,'NALADIYAR BINARIZED' (26)], [THOLKAPPIYAM -‘THOLKAPPIYAM ORIGINAL’ (221), 'THOLKAPPIYAM BINARIZED' (163)] and [THIRIKADUGAM - ‘THIRIKADUGAM ORIGINAL ’ (14), 'THIRIKADUGAM BINARIZED'(10)']. Samples contain information on mortal discipline and health, authoritative text on Tamil grammar, and medicine.
DOI: 10.17632/s79mrb24g3
title: Dataset for the simplification of gel point in fibrillated celluloses

description: This data include the MATLAB Script developed to calculate the gel point using the CSAPS function of MATLAB which requires the optimization of the “p” parameter. In addition, it is included the raw data used to develop the simplification of the gel point methodology. 25 different raw materials have been used for this purpose using at least 4 sedimentation experiments at different Co. In addition, it is included an example to calculate the Co, opt using the minimum upper experimental error and the fits in the CSAPS function.
The use of seven fits using the Smooth spline of CSAPS in MATLAB is calculated for 25 fibrillated celluloses. The error between the Øg and the estimated Øg in the Co in CSAPS is calculated, selecting which is the best one and the correlations between Øg and Co.
AR calculated for the 25 fibrillated celluloses is calculated using the estimation in the Co, opt and the best CSAPS fit.
Finally, it is included the data of the sedimentation experiments for the validation of the optimal interval of Co.
DOI: 10.6084/m9.figshare.25997566.v1
title: Bullying data.csv

description: Bullying among South African adolescents is a critical public health issue. This study explores the relationship between childhood adversity, peer influence, and personality traits in predicting bullying behaviour. Data from 769 high school learners were analysed using Structural Equation Modelling. Findings indicate that childhood adversity predicts bullying behaviour, mediated by peer influence and moderated by personality traits like conscientiousness, extraversion, and emotional stability. These results support Social Learning Theory, emphasising observed behaviours and peer dynamics in bullying. Practical implications include targeted interventions addressing childhood adversity and fostering positive peer interactions and personality development.
DOI: 10.17632/7rp2pmr6mx
title: Autonomous Underwater Vehicle Fault Diagnosis Dataset

description: The dataset contains 1225 data samples for 5 \textit{fault types} (labels). We divided the dataset into the training set and the test set through random stratified sampling. The test set accounted for $20\%$ of the total dataset. Our experimental subject is `Haizhe', which is a small quadrotor AUV developed in the laboratory. For each \textit{fault type}, `Haizhe' was tested several times. For each time, `Haizhe' ran the same program and sailed underwater for 10-20 seconds to ensure that \textit{state data} was long enough. The \textit{state data} recorded in each test were then used as a data sample, and the corresponding \textit{fault type} was the true label of the data sample. The dataset was used to validate a model-free fault diagnosis method proposed in our paper published in Ocean Engineering（Model-free fault diagnosis for autonomous underwater vehicles using sequence convolutional neural network, Ocean Engineering. 232(2021)108874. https://doi.org/10.1016/j.oceaneng.2021.108874）.
DOI: 10.17632/j32kv6s837
title: Eco-driving - Framing experiment - Montreal - Canada

description: This study aims to compare the potential of economic, environmental, and road safety frames in enhancing intention to adopt four eco-driving behaviors: avoiding hard braking and acceleration, removing bulky external objects, avoiding very high speeds, and choosing the shortest route. We conducted an experimental survey with 620 drivers from Montreal, Canada. They were equally divided into four groups and asked to indicate their intention to adopt the targeted eco-driving behaviors. Before rating their intention, the three experimental groups were presented with eco-driving advice framed in terms of environmental, economic, or road safety benefits, while the control group received no advice. Compared to the control condition, the road safety frame was the only one to generate significantly stronger intentions to adopt eco-driving, after adjusting for current eco-driving behavior. This effect was consistent across the four behaviors tested.