cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/tp8pt4wmsv.1
title: Phenotypic Pattern and Molecular Screening of the Genes Encoding metallo_beta Lactamase Among acinetobacter Baumannii Clinical Isolates from Egypt

description: https://www.sciencedirect.com/science/article/abs/pii/S0196655321002480
DOI: 10.6073/pasta/f2c47d19074337832ee4e720e2a0ba8a
title: Dataset and analyses for publication entitled: “Acclimation of the nitrogen cycle to changes in precipitation”

description: This dataset contains data and analysis code for the paper entitled “Acclimation of the nitrogen cycle to changes in precipitation" by Currier et al. As the frequency of precipitation extremes are expected to increase, especially in arid regions, we asked how prolonged shifts in water availability facilitate acclimation of the N cycle in a semiarid grassland. Using natural abundances of stable nitrogen isotopes for dominant plants and soils and rainfall manipulation experiments, we tested the hypothesis that N cycling will interact with water availability further amplifying the openness of the N cycle through time. For the dominant plant species, we found the relationship for N availability vs. ambient annual precipitation to be significantly positive, contrary to global spatial models. We also considered the temporal dynamics of our experiments, which imposed directional rainfall manipulations in duration ranging from 5 to 14 years. The slopes of these relationships decreased (became less positive) with more time since the onset of the directional precipitation extremes. These data and metadata supplement long-term foliar and soil isotope data from the Jornada LTER (Dataset ID: knb-lter-jrn.210586001) with a large spatial dataset from NEON data package DP1.10026.001 and Craine et al. 2018 (https://doi.org/10.5061/dryad.v2k2607).
DOI: 10.17632/d65dgmpwf3.1
title: 10-story 620-member regular space steel frame (Sap2000 files)

description: This is the Sap2000 files of the 10-story 620 member regular steel frame. You can directly use model for analysis. Two versions of models are available named Seismic isolated (SI) based model and fixed based (FB) model.
DOI: 10.6073/pasta/780cf5fd4306e3d12d13cf06a9f482b7
title: Jornada Basin LTER Weather Station Daily summary climate data

description: Daily summary values of averages of readings of the following parameters are made which are based on data recorded on a Campbell CR10, CR10X, then CR1000 data logger: maximum, minimum, and average air temperature; maximum and minimum relative humidity; total precipitation; average wind speed; maximum wind speed; average wind direction; total incoming solar radiation; average soil temperature at 5cm and 20cm; mean dew temperature. From 1983 - 5 June 1991, readings on which daily averages are based were made at 12 second intervals. From 6 June 1991 to present, readings on which daily averages are based are made at 10 second intervals.
DOI: 10.6084/m9.figshare.24291094
title: Supplementary Material 2

description: <i>A global review on chromosome number and genome size for the filmy ferns family (Hymenophyllaceae Mart., Polypodiopsida)</i><br>Uma revisão global para o número de cromossomos e tamanho do genoma na família das samambaias transparentes (Hymenophyllaceae Mart., Polypodiopsida)
DOI: 10.6084/m9.figshare.24291094.v1
title: Supplementary Material 2

description: <i>A global review on chromosome number and genome size for the filmy ferns family (Hymenophyllaceae Mart., Polypodiopsida)</i><br>Uma revisão global para o número de cromossomos e tamanho do genoma na família das samambaias transparentes (Hymenophyllaceae Mart., Polypodiopsida)
DOI: 10.17632/khjznftsh3.1
title: Code files for Housing Market and School Choice Response to School Quality Information Shocks

description: Stata code files used to create the tables and results in "Housing Market and School Choice Response to School Quality Information Shocks" by Iftikhar Hussain
DOI: 10.17632/db5pp4ptwk.1
title: Education policy during covid-19 in South Korea

description: Policy texts produced by the South Korean government and local educational authorities (LEASs) were analysed in this research. Those policy documents illustrate two types of governing work – i.e., public education management and university admission management. Each of selected document represents an important phase of policy measures and decisions such as adoption of an online semester, nation-wide transition from online to blended education, and forming and enacting emergency plans for managing university admission schedules unchanged. Documentary analysis first focuses on uncovering how policy actors framed the problems they faced. Then it identified the policy solutions proposed, and the technologies mobilised in this period. Third, this analysis was attentive to the attempts made by policy actors and their inter-relations – e.g., building-up alliances, referring to professional knowledge, and appealing to civic virtues. Finally, it sought to synthesise all these steps and their contribution to constituting a governing narrative, by relating the meaning of governing work to the wider webs of meanings in Korean society – in particular, the centrality of education. The online semi-structured interview data collected from policy actors were also used to interrogate the working of the education narrative. In particular, interview data illustrate the ways in which the taken-for-granted conceptions, beliefs, and preferences in the education community were institutionalised and materialised as forms of policies.
DOI: 10.6084/m9.figshare.22277602.v1
title: Supplementary Material.xlsx

description: <em>A global review and new perspectives on chromosome number and genome size for the filmy ferns family (Hymenophyllaceae Mart., Polypodiopsida)</em> <br> Uma revisão global e novas perspectivas para o número de cromossomos e tamanho do genoma na família das samambaias transparentes (Hymenophyllaceae Mart., Polypodiopsida)
DOI: 10.17632/93ztc35ypy.1
title: Thermogravimetry outputs on different BFS-blended cement paste formulations from 7 to 960 days

description: This study aims to investigate the effect of blast furnace slag (BFS) affects the hydration process of blended cement. The data presented here are the results obtained from thermogravimetry measurements on four distinct cement formulations (P0: 100% CEMI, P30: 70% CEM I + 30% BFS, P50: 50% CEM I + 50% BFS, and P80: 20% CEM I + 80% BFS) over a curing period ranging from 7 to 960 days under wet conditions.
DOI: 10.5281/zenodo.8422352
title: MAVEN H- Data (2014-2023)

description: These data were primarily obtained from the Neutral Gas and Ion Mass Spectrometer (NGIMS), Solar Wind Ion Analyzer (SWIA), and Solar Wind Electron Analyzer (SWEA) onboard the Mars Atmosphere and Volatile EvolutioN (MAVEN) spacecraft. These data sets were derived from these three instruments' data products and utilized in the article <strong>Characterizing Precipitation Behaviors of H<sup>-</sup> in the Martian Atmosphere</strong>, which is being submitted to JGR: Space Physics. Additional data sets include the list of orbits examined, relevant cross sections mentioned throughout the manuscript, and solar wind conditions derived from MAVEN data & an artificial neural network.
DOI: 10.5281/zenodo.8422351
title: MAVEN H- Data (2014-2023)

description: These data were primarily obtained from the Neutral Gas and Ion Mass Spectrometer (NGIMS), Solar Wind Ion Analyzer (SWIA), and Solar Wind Electron Analyzer (SWEA) onboard the Mars Atmosphere and Volatile EvolutioN (MAVEN) spacecraft. These data sets were derived from these three instruments' data products and utilized in the article <strong>Characterizing Precipitation Behaviors of H<sup>-</sup> in the Martian Atmosphere</strong>, which is being submitted to JGR: Space Physics. Additional data sets include the list of orbits examined, relevant cross sections mentioned throughout the manuscript, and solar wind conditions derived from MAVEN data & an artificial neural network.
DOI: 10.17632/57zp7fychm.1
title: jokers4d

description: jokers4d
DOI: 10.21227/5hn0-8091
title: Hybrid Energy Forecasting and Trading Competition

description: Test
DOI: 10.17632/jy9nr475gb.1
title: Infantile Transient Smooth Muscle Contraction of the Skin: Video

description: Video of infantile transient smooth muscle contraction of the skin in a one-month-old girl.
DOI: 10.6084/m9.figshare.24291127
title: Supplementary Material 3

description: <i>A global review on chromosome number and genome size for the filmy ferns family (Hymenophyllaceae Mart., Polypodiopsida)</i><br>Uma revisão global para o número de cromossomos e tamanho do genoma na família das samambaias transparentes (Hymenophyllaceae Mart., Polypodiopsida)
DOI: 10.6084/m9.figshare.24291127.v1
title: Supplementary Material 3

description: <i>A global review on chromosome number and genome size for the filmy ferns family (Hymenophyllaceae Mart., Polypodiopsida)</i><br>Uma revisão global para o número de cromossomos e tamanho do genoma na família das samambaias transparentes (Hymenophyllaceae Mart., Polypodiopsida)
DOI: 10.17632/ptzxkwyt2j.1
title: Dataset for the article "Periodic flow features in a planar sudden expansion with pulsatile inflow velocity"

description: This dataset contains the raw data of all the figures of the research paper titled, "Periodic flow features in a planar sudden expansion with pulsatile inflow velocity".
DOI: 10.17632/bzhk5whk5k.1
title: Subcision & Suction for Acne Scars: Randomized Control Trial

description: Supplementary files for "Subcision & Suction for Acne Scars: Randomized Control Trial"
DOI: 10.17632/826mv969wn.1
title: Hpylori_South_Kivu

description: Patients were selected by simple randomization following the order of arrivals in two different groups of treatment (1st line) Group 1 (OAC-10): amoxicillin 1 g twice daily + omeprazole 20 mg twice daily + clarithromycin 500 mg twice daily for 10 days. Group 2 (OAC-14): amoxicillin 1 g twice daily + omeprazole 20 mg twice daily + clarithromycin 500 mg twice daily during 14 days. For the second line (failure of 1st line) , two others protocols were evaluated, OAC-10 regimen+ Levofloxacin (OAC-10+) and the bismuth-based therapy during 10 days. The OAC-10+ protocol consisted to the addition of Levofloxacin 500 mg once daily while bismuth-based therapy included Pantoprazole 20 mg twice daily + bismuth salt 140 mg four times daily + metronidazole 125 mg four times daily+ tetracycline 125 mg four times daily for ten days. Our primary endpoint was H. pylori eradication (HP Ag2 or HP Ag3 for the second line) and secondarily, the compliance and adverse effects. Adverse effects were self-reported by patients and ingesting more than 90% of the regimen full dose is good compliance.
DOI: 10.17632/ts9ryskpxs.1
title: Ultrasonic guided waves as an indicator for the state-of-charge of Li-ion batteries

description: Data This dataset forms part of the data used for the following article https://doi.org/10.1016/j.jpowsour.2023.233189. It includes the ultrasonic guided wave data collected during one 0.34C discharge-charge cycle recorded on 13th July 2022. The sensor set-up and required post processing is detailed in the related paper. The data is maintained in its original record format (oscilloscope readings). The following data is included: • Chirp input signal (1 mat file) • Responses of cell to input chirp signal throughout discharge-charge cycle (104 mat files) • Text file containing the voltage, current, temperature, and other parameters. Signal type Generally, a single tone burst signal may be used to excite a cell (e.g., fig 2 e, blue). Correspondingly, the response to this specific tone burst signal with one specific central frequency (fig 2 g, blue) could be measured. However, when collecting these ultrasonic measurements, it wasn’t decided yet which parameters (center frequency, number of excitation cycles) would be ideal for the probed cell. It was therefore decided to excite the cell with chirp signals. A chirp signal contains a wide range of frequencies (fig 2 b). Therefore, the response signal is chaotic (fig 2 c). It’s therefore hard to analyze the response to a chirp signal directly. Using the chirp signal and the response to the chirp signal the transfer function of the cell at each measurement point was calculated and used to compute the expected response to a tone burst signal (formula 4 / fig 2 e and g, red). This allows to quickly try different center frequencies in the post processing and analyze which frequency is best suited for a specific cell (see figure 3). Lab protocol The mat files of the ultrasonic measurements include measurements from all paths between the four sensors (see figure 1). For the analysis in figure 6 the data from sensor 1 (emitter) to sensor 2 (receiver) has been used. A pdf explaining the structure of the mat files is attached. The ultrasonic probing was done in time intervals of 5 minutes not SoC intervals. The SoC can be calculated based on the charge drawn from the cell which is included in the electrical measurements. The ultrasonic chirp signal data and the extrinsic cell parameters may be correlated using the time stamp of each recording. The following steps are included in the data. 13.07.2022: Charge/Discharged cell “Palma” (0.34C) 1. Charge at 6.25A to 4.2 V 2. Charge at 4.2V until I&lt;0.625A 3. Rest 30 min 4. Discharged at 4.25A to 3V 5. Discharged at 3V until I&lt;0.625A 6. Rest 30 min 7. Charge at 4.25A to 4.2 V 8. Charged at 4.2V until I&lt;0.625A 9. Rest 30 min 10. Discharged 2500mAh at 12.5A Between steps 1-9 the following SHM measurement were taken automated every 5 min A. Chirp_24V_100MHz_100us_1-600kHz (Palma20220713Chirp_i)
DOI: 10.17632/txwwnmj6m7.1
title: Seasonal variation in the abundance and density of columbids (Aves: Columbidae) in a region with high hunting pressure

description: Data about columbid abundance in northeastern Brazil
DOI: 10.17632/vz6zgjvyhm.1
title: demand data of toy rail network

description: demand data of toy rail network
DOI: 10.17632/hvr3k6kwf2.1
title: Properties of coffee husks and lignin microparticles

description: Data for coffee husks: chemical composition, SEM images, EDX spectroscopy and elemental mapping, FTIR spectroscopy
Data for coffee husk-derived lignin microparticles: SEM images, EDX spectroscopy and elemental mapping, FTIR spectroscopy
DOI: 10.17632/hvr3k6kwf2.2
title: Properties of coffee husks and lignin microparticles

description: Data for coffee husks: chemical composition, SEM images, EDX spectroscopy and elemental mapping, FTIR spectroscopy Data for coffee husk-derived lignin microparticles: SEM images, EDX spectroscopy and elemental mapping, FTIR spectroscopy
DOI: 10.17632/6nm6n8xrbg.1
title: Data for Why is the risk of industrial non-routine activities high and how can it be evaluated? An integrated approach

description: Non-routine operation processes such as startups and shutdowns have always been a weak link in an industrial system due to its uncertainty and low frequency. However, many chemical enterprises tend to pay more attention to the normal activities while give less concern on the risk of non-routine activities. There is lack of a systematic and practical method to identify and evaluate the risk of non-routine processes. Our work continued to study the practical and convenient methods for site workers. In this manuscript, an integrated risk assessment for non-routine activities is presented to address three questions: how to guide to break down a non-routine process into steps, how to save time while considering procedure deviation as many as possible, and how to characterize the risk value of procedure deviation. The table shows the deviation-based risk assessment results for the water-jacket-heater startup process.
DOI: 10.17632/8pn3hg99t4.1
title: Face Mask Wearing Image Dataset: Correct vs. Incorrect Usage

description: The Face Mask Wearing Image Dataset is a comprehensive collection of images focused on different types of face masks and their usage. This dataset has been meticulously organized and divided into two main folders: "Correct" and "Incorrect," representing instances of face masks being worn properly and improperly, respectively.

Correct: This folder contains images of individuals wearing face masks correctly. It comprises four subfolders, each representing a specific type of face mask:
Bandana: Images of individuals wearing bandana-style face masks correctly.
Cotton: Images of individuals wearing cloth or cotton face masks correctly.
N95: Images of individuals wearing N95 respirators correctly.
Surgical: Images of individuals wearing surgical masks correctly.

Incorrect: This folder contains images of individuals wearing face masks improperly. Like the "Correct" folder, it also comprises four subfolders corresponding to the different types of face masks:
Bandana: Images of individuals wearing bandana-style face masks incorrectly.
Cotton: Images of individuals wearing cloth or cotton face masks incorrectly.
N95: Images of individuals wearing N95 respirators incorrectly.
Surgical: Images of individuals wearing surgical masks incorrectly.

Within each of the above subfolders, there are three additional subfolders based on gender:
Child: Images of children wearing the specific type of face mask (correctly or incorrectly).
Male: Images of males wearing the specific type of face mask (correctly or incorrectly).
Female: Images of females wearing the specific type of face mask (correctly or incorrectly).
The dataset is designed to cover a diverse range of scenarios and variations in face mask usage across different mask types, age groups, and genders.

Total Images:
The dataset contains a total of 4644 images.

Usage:
The Face Mask Wearing Image Dataset can be used for various research purposes, such as developing and evaluating machine learning algorithms for face mask detection and classification. Researchers can utilize this dataset to train models that can identify and differentiate between correct and incorrect face mask usage, contributing to public health initiatives, and promoting proper mask-wearing behavior.
DOI: 10.17632/22d77f2pzj.1
title: Incidence and survival outcomes of Dermatofibrosarcoma protuberans from 2000-2020: a population-based retrospective cohort analysis

description: Supplemental data for "Incidence and survival outcomes of Dermatofibrosarcoma protuberans from 2000-2020: a population-based retrospective cohort analysis"
DOI: 10.17632/zmsknkw5ng.1
title: Climate change increases the instability of the water supply for hydropower stations on the Tibetan Plateau

description: In recent decades, global warming has had a significant impact on the streamflow across the Tibetan Plateau. As the largest tributary in the upper reaches of the Yangtze River, the Yalong river is known for its abundant hydropower resources, and the world's largest multi-energy complementary base has been built in the Yalong River Basin. However, prudent water resource planning is limited by the lack of long-term, detailed and reliable streamflow records over the Yalong river basin. Here, we develop an October-June streamflow reconstruction for the Yalong River, based on composite tree-ring chronology of Picea likiangensis from seven sampling sites. The reconstruction goes back to 1480 CE, and accounts for 46.5% of the instrumental streamflow variance during 1962–2012. This record indicates that the Interdecadal Pacific Oscillation (IPO) and the Atlantic Multi-decadal Oscillation (AMO) were the major contributing factors to streamflow variations. A significant and stable correlation with temperature was found over the past few centuries on the interannual scale. Projections suggest that future climate change may lead to more frequent flood disasters in the Yalong River Basin.
DOI: 10.17632/ptg6bsbmhp.1
title: Socially Enhanced Multidimensional Poverty

description: Data was gathered using the questionnaire.
DOI: 10.17632/6hsscz5r7h.1
title: Measurement results of water activity coefficient

description: The measurement results of water activity coefficient in PG/VG mixtures with different mass ratio and pH level.
DOI: 10.17632/k4tjhzs2gd.1
title: SNLI Indo : Dataset Recognizing Textual Entailment (RTE)

description: SNLI Indo is derived from the SNLI corpus, where each premise (P) and hypothesis (H) sentence is translated directly from English to Indonesian using the Google Cloud Translation API. This translation process is applied to both premise and hypothesis sentences, starting from index 0 to the last index for each data file (train, val, and test). This ensures that the same number of sentences as the original SNLI dataset, 570k sentence pairs, is obtained. A filtering process is carried out to remove incomplete sentence pairs and those with a gold label '-'. As a result, 569,030 sentence pairs are obtained.
DOI: 10.3886/e181166v1-142254
title: Data and Code for Technological Change and the Consequences of Job Loss

description: Data and code repository for "Technological change and the consequences of job loss." In this project, we examine the role of technological change in explaining the large and persistent decline in earnings following job loss. Using detailed skill requirements from the near universe of online vacancies, we estimate technological change by occupation and find that 45% of the decline in earnings after job loss is due to technological change. Technological change lowers earnings after job loss by requiring workers to have new skills to perform newly created jobs in their prior occupation. When workers do not have the required skills, they move to occupations where their skills are still employable but are paid a lower wage.
DOI: 10.17632/4rjc87zrd3.1
title: SEWA Electricity Deman Forecasting -- 2020 and 2021

description: The SEWA electricity forecasting dataset provides an in-depth insight into power demand over 2020 and 2021. This exhaustive collection intertwines general daily data, like dates, with specific hourly environmental parameters such as temperature, humidity, wind speed, and solar irradiance. Such details are pivotal, offering a holistic context to electricity consumption metrics.

Venturing deeper, the dataset touches upon SEWA's technical metrics surrounding electricity load dynamics. Key indicators, including minimal load, peak load, and hourly energy metrics, form the dataset's analytical backbone. A noteworthy feature is the "lagged demand," which reflects the prior hour's electricity demand, adding a layer of temporal depth to the analysis.

Organized meticulously, the dataset segregates data into hourly segments, detailing power demand for each hour, from midnight to midnight. Concurrently, the daily data summarizes these hourly intricacies, offering a consolidated view of each day's power demand.

Analytically, the dataset stands primed for rigorous scrutiny. It facilitates calculations of mean demand, assessment of hourly demand variability, distinction of peak from off-peak periods, and tracking of emerging trends over timeframes. Visualization potentials are vast, enabling one to map out daily demand trajectories and monitor demand evolution longitudinally. Furthermore, the data's structure and granularity enable detection of seasonal shifts, overarching trends, and any inherent cyclical or irregular patterns, making it an invaluable resource for power demand analysts.