cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/j6y9zpppt4
title: Exploring Optimal Deep Tunnel Sewer Systems to Enhance Urban Pluvial Flood Resilience in the Gangnam Region, South Korea

description: Urban pluvial flooding is becoming a global concern, exacerbated by urbanization and climate change, especially in rapidly developing areas where existing sewer systems lag behind growth. In order to minimize a system's functional failures during extreme rainfalls, localized engineering solutions are required for urban areas chronically suffering from pluvial floods. This study critically evaluates the Deep Tunnel Sewer System (DTSS) as a robust gray infrastructure solution for enhancing urban flood resilience, with a case study in the Gangnam region of Seoul, South Korea. To do so, we integrated a one-dimensional sewer model with a rapid flood spreading model to identify optimal routes and conduit diameters for the DTSS, focusing on four flood-related metrics: the total flood volume, the flood duration, the peak flooding rate, and the number of flooded nodes. Our research also developed the Intensity-Duration-Frequency (IDF) surfaces in three dimensions, providing a correlation between simulated flood-related metrics and design rainfall characteristics to distinguish the effect of DTSS on flood risk reduction. Our findings demonstrate how highly engineered solutions can enhance urban flood resilience, but they may still face challenges during extreme events. This study contributes valuable insights to assist in rational decision-making and emergency management in the face of increasing urban pluvial flood risks.
DOI: 10.17632/95s8n5x5z8
title: Dataset for: "In-Hospital Outcomes of Hip Arthroplasty for Femoral Neck Fractures in Young Adult Patients: A Nationwide Study"

description: Dataset used for statistical analysis of the project "In-hospital outcomes of hip arthroplasty for femoral neck fractures in young adult patients: a nationwide study". File is available to journals that supports data sharing.
DOI: 10.17632/ppzcrfccvb
title: Dataset on Acido-biocatalysis of Agro Solid Wastes in Acidic Medium for the Conversion of Pink Solo Carica papaya Seed oil to Biodiesel Fuel

description: Brief supplementary data on the above topic
DOI: 10.6084/m9.figshare.28804337.v1
title: Laser PDT for BCC Master Audit Data Apr 25

description: Audit 2021 to 2025 Laser PDT for BCC
DOI: 10.17632/9cmwwz4msd
title: Exercícios FQB_Cinética Química_Leis de Velocidade Integradas_Profeti et al.

description: list of exercises for Physical Chemistry B
DOI: 10.17632/ht2dtcttf6
title: mcTFI QSM vs SWI Cerebral Microbleed Lesion Examples

description: PowerPoint file depicting corresponding Susceptibility weighted imaging (SWI), SWI Phase (SWI P), multiecho complex field inversion (mcTFI) Quantitative Susceptibility Mapping (QSM) MRI and noncontrast head computed tomography (CT) images depicting various susceptibility lesions.
DOI: 10.6084/m9.figshare.16545903.v1
title: Supplementary Material for: A novel variant of the KIF11 gene, c.2922G&gt;T, is associated with Microcephaly by affecting RNA splicing

description: Medicine
DOI: 10.17632/npcxn4wk62
title: LDHU3_05.0560

description: hypothetical protein - conserved
Leishmania donovani (HU3 strain)
DOI: 10.17632/vhyj25t2kf
title: Data for: Determination of Atmospheric Amines and Common Inorganic Ions Using an Improved IC Method
DOI: 10.6084/m9.figshare.25975564.v1
title: <i>Staphylococcus capitis </i>(kcgeb_sa) genome assembly and annotation statistics

description: Genome assembly and annotation statistics
DOI: 10.17632/yjgk38gp32
title: JRM28_Roy_Mahmun_TOWHEED_Cells 2024_RAWDATA

description: The file contains raw data for all quantification analyses used in Cells 2024 paper titled: JRM-28, A Novel HDAC2 Inhibitor, Upregulates Plasticity-Associated Proteins in Hippocampal Neurons and Enhances Morphological Plasticity via Activation of CREB: Implications to Alzheimer’s disease.
DOI: 10.6084/m9.figshare.6943328.v3
title: Supplementary figures and files

description: <b>Supplementary Figure 1</b> Distribution of polymorphic markers of POP1 and POP2 on the Williams82 reference genome (Wm82.a1.v1.1) Red: polymorphic markers of POP1. Green: polymorphic markers of POP2. Yellow: polymorphic markers in both POP1 and POP2<b></b><b>Supplementary Figure 2</b> High density genetic linkage map of POP1 <b>Supplementary Figure 3</b> High density genetic linkage map of POP2<b>Supplementary_Datafile_1 </b><br>Data for parental lines<b>Supplementary_Datafile_2</b><br>Genotypic data for POP1<b>Supplementary_Datafile_3</b><br>Phenotypic data for POP1<b>Supplementary_Datafile_4</b><br>Genotypic data for POP2<b>Supplementary_Datafile_5</b><br>Phenotypic data for POP2<b>Supplementary Table 1</b>Linkage groups of POP1 and POP2 constructed using SoySNP6K beadchip
DOI: 10.17632/9ry5sf8xzh
title: Data for: Effect of drying on the physical and chemical properties of faecal sludge for its reuse

description: Spreadsheet with the data treatment for the paper
DOI: 10.6084/m9.figshare.28235813.v1
title: Channeling, clogging and permeability oscillations: different macroscopic regimes in mineral replacement

description: This dataset contains files for the article "Channeling, clogging and permeability oscillations: different macroscopic regimes in mineral replacement". These files comprise data for Figures 6, 8, and 18.
DOI: 10.17632/bx88ymgbbv
title: Biomass pyrolysis dataset

description: Dataset covering the bio-oil yield obtained by lignocellulosic biomass pyrolysis considering several input variables such as: biomass composition, heating rate, pyrolysis temperature, particle size and nitrogen flow rate. The dataset covers 34 biomasses.
DOI: 10.17632/6d2cxvx5h3
title: Covid-19: Regional policies and local infection risk: Evidence from Italy with a modelling study. Replication Data Package.

description: Background: Policymakers have attempted to mitigate the spread of covid-19 with national and local non-pharmaceutical interventions. Moreover, evidence suggests that some areas are more exposed than others to contagion risk due to heterogeneous local characteristics. We study whether Italy's regional policies, introduced on 4th November 2020, have effectively tackled the local infection risk arising from such heterogeneity. Methods: Italy consists of 20 regions, further divided into 107 provinces. We collect 35 province-specific pre-covid variables related to demographics, geography, economic activity, and work mobility. First, we test whether their within-region variation explains the covid-19 incidence during the Italian second wave. We use the LASSO algorithm to isolate variables with high explanatory power. Then, we test if their explanatory power disappears after the introduction of the regional-level policies. Findings: The within-region variation of seven pre-covid characteristics is statistically significant (F-test p-value $&lt;0\cdotp001$) and explains a further 21\% of the province-level variation of covid-19 incidence, on top of region-specific factors, before regional policies were introduced. Its explanatory power declines to 7\% after the introduction of regional policies, but is still statistically significant (p-value $&lt;0\cdotp001$), even in regions where stricter policies were applied (p-value $=0\cdotp067$). Interpretation: Even within the same region, Italy's provinces differ in exposure to covid-19 infection risk due to local characteristics. Regional policies did not eliminate these differences, but may have dampened them. Our evidence can be relevant for policymakers who need to design non-pharmaceutical interventions; it also provides a methodological suggestion for researchers who attempt to estimate their causal effects.
DOI: 10.21233/y5zy-dz26
title: Yongokchon River ostracode surface sample dataset

description: Raw data for the Yongokchon River ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.17632/xc2xj3rwp9
title: Data set on the Effect of Active Learning Heuristic Problem-Solving Approach on Students’ Performance and Attitude towards Mathematics Word Problems 

description: After the random assignment of eight intact classes to the treatment and comparison groups, a pretest was administered to both groups to examine students’ basic understanding of linear programming word problems. This was followed by an intervention involving a series of lessons on the application of active learning heuristic problem-solving strategies on students’ understanding of solving linear programming problems by graphical method. The entire intervention lasted for approximately three months from mid October 2020 to March 2021. At the end of the intervention, both groups of students (treatment and comparison) sat for a post-test to assess the effect of an intervention (ALHPS) for the treatment group and to compare and contrast students’ performance and attitude before and after, based on their demographic characteristics. All the test items (pretest and posttest) were scored by experts, converted into percentages, recorded in SPSS, and data were analyzed using the Statistical Package for Social Sciences (SPSS) version 26, with Hayes (2022) PROCESS macro. This provided the analysis for exploring the direct and indirect relationship between ALHPS and, students’ performance and attitude towards learning linear programming.
DOI: 10.17632/fw5wtzhmbf
title: Image-based LAI estimation with gap fraction theory

description: This repository provides data to develop and test leaf area index (LAI) estimation methods based on phenotyping images. Crop: Soybean. Corresponding code: https://gitlab.ethz.ch/crop_phenotyping/image-based-lai-estimation-with-gap-fraction-theory Manuscript title: Extracting leaf area index using viewing geometry effects—A new perspective on high-resolution unmanned aerial system photography Manuscript details: Roth, Lukas, Aasen, Helge, Walter, Achim, and Frank Liebisch. 2018. Extracting leaf area index using viewing geometry effects—A new perspective on high-resolution unmanned aerial system photography. ISPRS Journal of Photogrammetry and Remote Sensing. (https://doi.org/10.1016/j.isprsjprs.2018.04.012). Repository structure: - ground_truth: Manual measurements of LAI - *_plots.csv: Experimental design with genotype names - *_plants_per_m.csv: Manually counted plants per meter - *_true_LAI.csv: LAI determined by imaging leaves with image station - *_LAI_meter.csv: LiCor LAI-2200 measurements - *_biomass.csv: Measured dry biomass - *_gravimentric_LAI.csv: Estimated LAI based on relation biomass and LAI - remote_sensing: Projected visible leaf area based on drone images - PA_p.csv: Projected leaf area per image - viewpoint.csv: Viewpoint information for images (e.g., azimuth and zenith angle) - simulation: Simulated data - CC.csv: Projected leaf area per simulated image - camera_position_all.csv: Simulated viewpoint information
DOI: 10.6084/m9.figshare.24988284.v1
title: Mechanisms of biodiversity loss under nitrogen enrichment: unveiling a shift from light competition to cation toxicity

description: Mechanisms of biodiversity loss under nitrogen enrichment: revealing the transition from photocompetition to cationic toxicity
DOI: 10.6084/m9.figshare.14904783.v2
title: DEGs reanalysis of GSE113941

description: DEGs are identified by analyzing GSE113941 dataset.
DOI: 10.17632/kjrcc7phn9
title: Data for: In vitro effects of Ganoderma lucidum spore oil on apoptosis in breast cancer cells—Cell viability assay and FACS analyses data

description: The mushroom Ganoderma lucidum (G. lucidum) is a traditional Chinese medicine reported to have a variety of pharmacological properties, including anti-cancer activity[1,2]. G. lucidum spore oil (GLSO) is a lipid substance extracted from sporoderm-broken spore of G. lucidum. Here, Data were provided on the effect of GLSO on apoptosis in breast cancer cells in vitro. As model systems, 4T1, MCF-7 and MDA-MB-231 breast cancer cell lines were used to verify the effect of GLSO on breast cancer cell proliferation. The cells were treated with various concentrations of GLSO (0.2, 0.4 and 0.6 μL/mL) for different time intervals (24, 48 and 72 hours), and measured cell viability was assessed by Trypan blue staining. Further, The results of early apoptosis and late apoptosis of MDA-MB-231 cells induced by GLSO (0.2, 0.4 and 0.6 μL/mL) for different time intervals (24 and 48 hours) in vitro by fluorescence activated cell sorting (FACS) analysis. This data article is part of a study Jiao et al., 2019 Jun, where detailed interpretation and discussion can be found.
DOI: 10.17632/zn4xv8j9sc
title: Codes for replication of the article "Climate change's impact on real estate prices in Chile"

description: This dataset consists of a README word file that describes all the codes necessary to replicate the analysis in “Climate change's impact on real estate prices in Chile”, PLOS Sustainability and Transformation, 2022 (Authors: Karla Hernández, Roberto Facundo Luna and Carlos Madeira). The dataset includes two zip files with the Stata, R and Python codes necessary to format the data and replicate the analysis. Interested researchers can easily modify the files 3_1_TC_regression.do, 3_2_ARClim_regression.do and 5_Simulations.do to test their own models and hypotheses.
DOI: 10.6084/m9.figshare.3562485.v1
title: Data Paper. Data Paper

description: File List Mammal_Home_Ranges.txt (MD5: 97a497abea6389677c9fe5520b5ac755) Description The data provided here include home range and body sizes for 285 species of mammals in 177 genera. Data were extracted from 552 published sources, and have been used in multiple papers since we originally published results of analyses in 1999 and 2001. While this likely is the most comprehensive such data set available, it is arguably biased taxonomically and geographically. While some mammal orders are well represented taxonomically most are not. Hence, while all genera in Monotremata, Proboscidea, and Pholidota are represented, these comprise only 60, 66, and 20% of species, respectively; moreover, these are relatively minor radiations. In contrast, we have no species of Paucituberculata, Microbiotheria, Notoryctemorphia, Tubulidentata, Hyracoidea, Cingulata, Scandentia, Dermoptera, and Primates (the latter likely reflecting a bias in data acquisition). The modal proportion of genera and species across 27 terrestrial orders is zero; the median values are 10.8% (genera) and 3.7% (species), suggesting that further data should be sought to confirm generalizations provided by these data. <i>Key words</i>: <i>body mass; home range size; mammals.</i>
DOI: 10.17632/t9g4wkh6nx
title: DOl

description: The document focuses on the automotive industry and integrates the financial data of 22 companies from 2019 to 2023 to provide a basis for industry analysis.

1. Data source: The data comes from multiple websites, such https://builtin.com/articles/electric-car-companies ashttps://marketchameleon.com等 , Covering multi-channel information to ensure data richness and reliability.

2. Corporate information: It contains 22 automobile companies, involving companies from the United States, China, Japan, Sweden, Germany, Ireland and other countries. There are many types of companies, including emerging companies focusing on electric vehicles, as well as traditional automobile giants.

3. Financial indicator data

◦ Tax burden coefficient (TB): The TB value of each enterprise fluctuates between 0-0.9884, reflecting the difference in the degree of tax impact on corporate profitability.

◦Debt burden coefficient (IB): The IB value range is 0-0.8984, which reflects the degree of corporate debt pressure.

 EB EBIT sales profit margin (ROS): The value of ROS fluctuates greatly, ranging from -39.02 to 24.22, indicating the level of sales profitability of the company based on EBIT.

◦ Total asset turnover rate (TAT): The TAT value is in the range of 0-0.9935, which measures the efficiency of enterprise asset operations.

◦Equity multiplier (EM): The EM value fluctuates from 0-1.9979, reflecting the degree of financial leverage utilization of the enterprise.

◦Return on net assets (ROE): The ROE value is -35.04 to 18.54, which is used to assess the profitability of an enterprise using its own capital.

4. Descriptive statistics: The mean, standard error, median, majority and other statistical values of each indicator are calculated.For example, Nikola Motor Company's TB mean is 0.6893 and the standard error is 0.0158, which reflects the trend and degree of dispersion of data concentration and provides a reference for analyzing corporate financial performance.
DOI: 10.6084/m9.figshare.1135993.v15
title: Rat hippocampal LFP, eyelid EMG, and stimulus timstamps (PLOS ONE Data)

description: The original raw data of the experiment in the Plos One paper; Keita Tokuda, Michimasa Nishikawa, Shigenori Kawahara, "Hippocampal state-dependent behavioral reflex to an identical sensory input in rats," <em>PLOS ONE</em>, (accepted). The data contains folders corresponding each rat:t1, t2, t3, t5, t6.<br>Each of those folders contains folders corresponding 12 sessions.<br>Each folder contains the files in Neuralynx file format, as below;<br>---------------------------- EMG.Ncs<br>Events.Nev<br>LogFile.txt<br>hippo.Ncs ---------------------------- The file "hippo.ncs" contains all the data from hippocampus acquired during the experimet. The file "EMG.ncs" contains all the data of eyelid electromyography acquired during the experiment.<br>One can refer to the Event.Nev file to know the time points of the task stimuli.<br>One can either visualize and convert the neuralynx files by downloading softwares from Neuralynx web cite.<br>http://neuralynx.com/research_software/file_converters_and_utilities/
DOI: 10.25573/data.10042394.v30
title: Barro Colorado Island, Lutz tower 1m_Air Temperature

description: Barro Colorado Island (BCI), Lutz catchment towerLocation 9°9'42.36"N, 79°50'15.67"W<br>Air temperature, electronic sensor, interval max/min/avg<br>Lutz catchment is a 9.73ha protected watershed on BCIThe Lutz tower was built in 1972 and was originally 42m. In 2002 it was increased to 48m<br>
DOI: 10.15468/dl.bj349f
title: Occurrence Download

description: A dataset containing 10742 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Observation, Human Observation, Machine Observation, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Leptidea sinapis (Linnaeus, 1758)"
 ]
}

 The dataset includes 10742 records from 89 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009227-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.14931576.v1
title: Supplementary Material for: A novel SCN5A variant causes temperature-sensitive loss-of-function in a family with symptomatic Brugada syndrome, cardiac conduction disease and sick sinus syndrome

description: Medicine
DOI: 10.7266/n7xs5ssf
title: Mesozooplankton size-fractionated gut fluorescence data collected during R/V Point Sur cruise PTS02 from 2016-03-30 to 2016-04-09
DOI: 10.17632/5xydyf5c7f
title: Effect of Carrying angle with Pinch Strength and Grip Strength in young college going students

description: The carrying angle is an angle formed by the arm and forearm, critical for hand function and upper limb strength. This study investigates how an increased carrying angle, common among young people, affects grip strength, pinch strength, upper limb strength, and wrist function. Understanding this connection can improve assessments and rehabilitation plans for elbow pathologies. This study aimed to investigate the impact of increased carrying angle on hand grip and pinch strength, upper limb strength, and wrist function in young adults. This cross-sectional study investigated the impact of carrying angle on hand and pinch strength, upper limb strength, and wrist function in young adults (18-24 years old) at a physiotherapy lab in India. This study found that increased carrying angle in young adults is associated with decreased hand grip and pinch strength, but not upper limb strength or wrist function. This suggests potential muscle weakness with increased carrying angle, warranting further investigation for improved clinical assessments.
DOI: 10.17632/tn4hkfrn9w
title: TDRP-TW instances

description: Considering the commercial interest and attention on both trucks and drones carried by trucks for last-mile parcel deliveries, we introduce the TDRP-TW. Solving the TDRP-TW necessitates finding the cost-minimizing routes. Each TDRP-TW network includes a number of customers and one depot housing a fleet of truck–drone combinations. The network is denoted by an undirected complete graph in which the nodes represent the depot and customers, and the arcs represent the possible moves of trucks and drones. The depot is the only parcel source. The truck–drone combination includes one truck carrying several drones. All customer demand should be satisfied. Customer demand cannot be split. Customers are classified into two types: truck customer (TC) or drone customer (UC). Each TC should be serviced by one truck, and each UC should be serviced by one drone. The number of drones carried by each truck is assumed to be the same. A vehicle in use may be a single truck or drone, or a truck–drone combination. Each truck–drone combination works in a “paired” modality. A drone can carry several parcels to serve more than one customer. It is assumed that there are enough trucks and drones. Along its route, a truck can dispatch and retrieve the carried drones only at a TC, which is referred to as the satellite. A drone can be retrieved by its truck at a satellite, or can return directly to the depot. 

We choose the test instances from the Solomon (1987) VRPTW benchmark problems with 100 customers and convert them to TDRP-TW instances. 
Let nc denote the number of customers included in the TDRP-TW network. The nc customers are classified into TCs and UCs. Parameter p denotes the percentage of UCs in the nc customers, and p = 25%, 50% or 75%. All customer time windows are scale down by the same constant. The demand of a TC or a UC is a random number in the range of (0, 50 kg) or (0, 2.5 kg), respectively.  
When nc < 100, the converted instances are specified as small- and medium-scale instances. Each of the small- and medium-scale instances is denoted by C“nc”-25, C“nc”-50, or C“nc”-75; and C“nc”-25, C“nc”-50, or C“nc”-75 has the percentage of UCs 25%, 50%, or 75%, respectively. When nc = 100, the converted instances are specified as large-scale instances. Each of the large-scale instances is denoted by “name of VRPTW benchmark instance”-75, which has the percentage of UCs 75%.
DOI: 10.6084/m9.figshare.28879325.v1
title: Unveiling the Ecological Benefits of Large-Scale Photovoltaic Installations in Arid and Semi-Arid Regions: A Case Study from the Gobi Desert in Xinjiang Wujiaqu.

description: All research data supporting the findings of this study are included within the project.
DOI: 10.17632/twvsjygw3m
title: Data for: Networked Pantheon: A Relational Database of Globally Famous People

description: Attached here are two files needed to analyze the network of globally famous people in software for network analysis: - Nodes: archive with the information of 11.340 remarkable people at the global level, who have their biography available in 25 or more linguistic versions of Wikipedia. This archive is based on Pantheon Dataset (Yu et. al. 2016), with some modifications explained in the descriptive paper. - Edges: archive of links (biographical references using hyperlinks) between the biographies of the 11,340 historical characters included in the "nodes" archive. More information available at the OSF project: https://osf.io/qtu2j/