cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.23735745.v1
title: Multi-period crew scheduling for the regular round trips in the road freight transportation: computational studies dataset

description: As described in paper "Multi-period crew scheduling for the regular round trips in the road freight transportation", one of the possible approaches to manage with crew scheduling problem for regular trips is the arc flow formulation. The goal is to find the minimum number of drivers serving given routes, taking into account all restrictions. In order to formulate a mathematical model, the information on intercity transportation (hereinafter — scenario) is required: Distances - a partition of the entire route into segments of a specific duration in hours, taking into account the restriction on one work shift. Crew size - a number of drivers necessary to serve each part of the route. Departures forward - departure time in forward direction for each part of the route. Departures backward - departure time in backward direction for each part of the route.
DOI: 10.6084/m9.figshare.26038639.v3
title: Data for 10.6084/m9.figshare.26038639

description: Data for 10.6084/m9.figshare.26038639
DOI: 10.17632/hgjmhpyp4j
title: Data for: The Pb isotope evolution of Bulk Silicate Earth: constraints from its accretion and early differentiation history
DOI: 10.17632/xb63v23fn2
title: Data for: EVALUATION OF THE ECONOMIC AND ENVIRONMENTAL SUSTAINABILITY OF HIGH PRESSURE PROCESSING OF FOODS

description: Supplementary materials LCC calculation
DOI: 10.17632/s6d23g2m2w
title: Supplemental data for: The effects of outdoor air-side fouling on frost growth and heat transfer characteristics of a microchannel heat exchanger: an experimental study
DOI: 10.6084/m9.figshare.12611483.v1
title: JVASP-57951 to JVASP-62906

description: JARVIS-DFT
DOI: 10.6084/m9.figshare.21834951.v4
title: Replication Package of the Study of "<i>Understanding Real-time Collaborative Programming: a </i><i>Study of Visual Studio Live Share</i>"

description: This file contains the replication data of the study "<i>Understanding Real-time Collaborative Programming: a </i><i>Study of Visual Studio Live Share</i>", which contains two subfolders.questionsThis folder contains the design of the semi-structured interview and online survey, as well as their content forms.resultsThere are two subdirectories."interviews" contains of the codebook and final codes obtained by our interview. We do not share the interview transcripts due to confidentiality reasons, so we made our complete codebook publicly available within the supplemental material."survey" contains all the answers to the questionnaire.ethics_approval.pdfThe ethical approval is also provided.
DOI: 10.6084/m9.figshare.3560505.v1
title: Appendix E. Additional analysis of SEDs.

description: Additional analysis of SEDs.
DOI: 10.6084/m9.figshare.8970689.v5
title: Supplementary data for the presence of metabolically relevant genes.

description: Identifications of relevant metabolically relevant genes in other organisms was performed with tblastx against the NCBI NT database (downloaded on 29.04.2020), with an evalue of 0.0001 and the option –max_target_seqs 1000000. For the operons three operons, the whole operon was used for the tblastx search, and presence of an operon was evaluated with a custom script by inspecting the co-occurrence of the genes within a range of 20.000 bp to each other. A gene was considered present if 25% of its basepairs had a match in the target genome. For all other genes, the coding sequence of the gene was used for the tblastx search.<br>This repository contains the result of the blast searches of all these genes/operons, as well as the python code which was used to evalute their presence/absence.<br>
DOI: 10.17028/rd.lboro.7533794.v1
title: Psychopy scripts experiment 2

description: All files in this folder will run Experiment 2. The folder contains 3 psychopy scripts and 2 spreadsheets of the stimuli, and a readme file. All of these files should be saved in a single folder to run the experiment.
DOI: 10.17632/65wxym9w9w
title: SPH_DATA

description: A clinical dataset, namely Shandong Provincial Hospital Database (SPH) containing five 24-hour ambulatory ECG recordings with a sampling frequency of 200 HZ was used. All recordings were from patients with atrial fibrillation. The dataset was divided into atrial fibrillation and non-atrial fibrillation groups and was labeled by experts. The program was approved by the Ethics Committee of Shandong Provincial Hospital.
DOI: 10.17632/jmj8sgrjwf
title: Data for: “Information transparency, location, and stakeholder pressure on the socially responsible partner selection” published by RAC-Revista de Administração Contemporânea

description: Data sets, vignettes and instruments for “Information transparency, location, and stakeholder pressure on the socially responsible partner selection” published by RAC-Revista de Administração Contemporânea.
DOI: 10.17632/j5b93k2xhk
title: Shortest Route Analysis of Dhaka City Roads Using Various GIS Techniques (Dataset and sample outputs)

description: This repository is the dataset of the related paper "Shortest Route Analysis of Dhaka City Roads Using Various GIS Techniques". The data presented here are collected and gathered together from several separate locations. All the probable original sources of the dataset are open-source or free to distribute licensed. The dataset has the following items: 1. Road network of Dhaka city. 2. Bus Route network of Dhaka city. 3. Future metro Route network of Dhaka city. 4. All the bus stands in Bangladesh. 5. All planned metro station in Dhaka city. 6. The output of some sample random two points shortest or cheapest path from the related paper.
DOI: 10.6084/m9.figshare.22262815.v1
title: Anonymized version of the power plants in EBRD’s early 2021 portfolio

description: Anonymized version of the power plants in EBRD’s early 2021 portfolio that supports the findings of the study titled "A framework to assess multi-hazard climate risk for power generation projects from publicly accessible sources" to Communications Earth & Environment. This research was made possible thanks to the support of the European Bank for Reconstruction and Development (EBRD). The findings reflect the opinions of individual authors and do not necessarily reflect the views of the EBRD.
DOI: 10.17632/r9jrpmzdrr
title: ROLE OF NCLT IN NPA RESOLUTION IN INDIA

description: Insolvency and bankruptcy code (IBC) 2016 is the new bankruptcy law of India which aims to consolidate the existing different law into a single law. The new framework is supposed to be a time bound process. Cases of stressed accounts once admitted are supposed to be resolved within 270 days; if not, companies go into liquidation. During the resolution process, management control is taken away from promoters and vested with a resolution professional. The objectives of the paper are to analyses regulatory aspects of IBC; evaluate the progress made so far in corporate insolvency resolution process (CIRP); examine the status of the case of big defaulters that have referred to NCLT. The study critically examines the regulatory aspect of IBS. It indicates that in 50 per cent cases resolution interest is shown by the borrower itself which depicts their endeavour to protect the company going into liquidation. The resolution process could not fetch encouraging value as lenders face a substantial haircut in times of settlement of stressed assets. The exposure of steel, power and engineering, project &construction sector is highest in the RBI’s big defaulters list referred to NCLT. A noteworthy point is that the operational creditors have been the most influential in the instigation of insolvency proceedings. However, one year after RBI’s decision to refer 12 big defaulters to NCLT-1, only two cases – Bhusan Steel and Electrosteel have been resolved. The slow resolution process is ascribed to lack of interest in bidding in certain sectors e.g. power and promoters’ intention of delaying the settlement process through litigation.
DOI: 10.17632/stcppt2r68
title: LiPo Battery LP-503562-IS-3 EIS, Capacity, ECM Data

description: BAK Technology LiPo Battery model LP-503562-IS-3

Data acquisition described in M. Galeotti et al., Energy, 2015, doi.org/10.1016/j.energy.2015.05.148 

CAPACITY DATA
Standard Charge:
1) Constant current 1 A until voltage = 4.2 V
2) Constant voltage 4.2 V until current = 0.2 A
Standard discharge: 
1) Constant current 1 A until voltage = 2.75 V

Data:

Folder: ./LiPO_#/EIS_Charge_discharge/
Files: 
0_x_0_stdcharge.csv
0_x_1_stddischarge.csv
0_x_2_stdcharge.csv
(x: cycle number)
Columns: 1) Time [s] 2) Current [A] 3) Voltage [V]

Folder: ./LiPO_#/Discharge_curve/
Files:  
x_Discharge_std.csv
(x: cycle number)
Columns: 1) Extracted Charge [Ah] 2) Voltage [V]

Folder: ./LiPO_#/Capacity/
File:
Capacity_std.csv
Columns: 1) Cycle number 2) Capacity [Ah]

EIS DATA

Folder: ./LiPO_#/EIS_Charge_discharge/
File: 
EIS_cycles.csv
Columns: 1) Cycle number in which EIS is performed
Files:
1_x_y_pardisch.csv
(x: Cycle number in which EIS is performed)
(y: SOC index)
Columns: 1) Time [s] 2) Current [A] 3) Voltage [V]

Folder: ./LiPO_#/EIS_Charge_discharge/EIS_x/
File: 
SOC.csv
(x: Cycle number in which EIS is performed)
Columns: 1) SOC values
Files: 
y_EIS.csv
(y: SOC index)
Columns: 1) Frequency [Hz] 2) Re(Z) [W] 3) Im(Z) [W]

STRESS DISCHARGE DATA

Stress (=standard) charge: 
1) Constant current 1 A until voltage = 4.2 V
2) Constant voltage 4.2 V until current = 0.2 A
Stress discharge: 
1) Constant current 3 A until voltage = 2.75 V

Data: 

Folder: ./LiPO_#/EIS_Charge_discharge/
Files: 	
2_x_stresscharge.csv 
2_x_stressdischarge.csv
(x: Cycle number)
Columns: 1) Time [s] 2) Current [A] 3) Voltage [V]

Folder: ./LiPO_#/Discharge_curve/
Files: 
x_Discharge_stress.csv
(x: Cycle number)
Columns: 1) Extracted Charge [Ah] 2) Voltage [V]

Folder: ./LiPO_#/Capacity/
File: Capacity_stress.csv
Columns: 1) Cycle number 2) Capacity [Ah]

EQUIVALENT CIRCUIT MODEL

Impedance spectra have been fitted by using the impedance model:

Z_\left(s\right) = R_0 + sL + \frac{R_1}{1 + R_1 Q_1 s^{\alpha_1}} + \frac{R_2}{1 + R_2 Q_2 s^{\alpha_2}} + \frac{1}{Q s^{0.5}}

s = i \omega (\omega is the angular frequency)

Data:

Fitted parameters:
Folder: ./LiPO_#_fit/
Files:
model_fit_cycle_x.csv
(x: Cycle number)
Columns: SOC, R_0, R_1, Q_1, a_1, R_2, Q_2, a_2, Q, L

Standard deviation of fitted parameters:
Folder: ./LiPO_#_fit/
Files:
model_fit_err_cycle_x.csv
(x: Cycle number)
Columns: SOC, R_0, R_1, Q_1, a_1, R_2, Q_2, a_2, Q, L
DOI: 10.6084/m9.figshare.11397795.v1
title: China Meteorological Forcing Dataset - Climatology

description: Climatological mean of the original 03-hourly China Meteorological Forcing Dataset.
DOI: 10.6084/m9.figshare.11493678.v1
title: A constraint-based approach for identifying the urban–rural fringe of polycentric cities using multi-sourced data

description: Studies on urban–rural fringes, which represent regions facing various urbanization problems caused by rapid expansion, have steadily increased in recent years. However, problems persist in the quantitative delimitation of such regions. In this study, we propose an approach that combines spatial continuous wavelet transform with a constraint-based boundary recognition method to detect the urban–rural fringes of polycentric cities based on data from multiple sources. According to the characteristics of urban geospatial mutability, we used the proposed approach not only to delimitate the fringe areas of two cities, Jiangyin and Zhangjiagang, but also to identify their main and vice city centers, towns, and rural hinterlands. Based on the characteristics of landscape fragmentation, diversity, and complexity in the urban–rural fringes, patch density and Shannon’s diversity index obtained in our study were compared with the results of other methods. This comparison confirmed that the proposed approach performs better and its effectiveness is due to the construction of a comprehensive urbanization index and the design of a constraint-based boundary recognition method. Thus, the proposed approach is suitable for extracting the urban–rural fringe of polycentric cities and can be applied to future urban spatial analysis, planning, and management.
DOI: 10.17632/dxrwf74ddx
title:  Dataset for Adulterated Jeera Powder with Wood Dust

description: It contains high-quality images of Jeera Powder adulteration with Wood Dust at 12 different proportions:- 0%, 5%, 10%, 15%, 20%, 25%, 30%, 35%, 40%, 45%, 50%, and 100% adulterant.

The authors want to thank Sri Snehasis Guha, PIC of Malda Polytechnic, 5th-semester students of the department of Food Processing Technology, Malda polytechnic, Government of West Bengal, India, for their support.
DOI: 10.17632/gtn5jv7vnk
title: 2D and 3D solid state NMR spectra of segmentally 15N,13C-labeled HIV-1 virus-like particles

description: 2D and 3D solid state NMR spectra of VLPs formed by the HIV-1 deltaMA-CA-SP1-NC Gag construct, with and without bevirimat (BVM). Raw data are in Sparky *.ucsf format. Sparky *.save and *.proj files are also included.
DOI: 10.6084/m9.figshare.19501471.v1
title: Raw data of body weight.xlsx

description: Cisplatin and nephrotoxicity and garlic extract<br>
DOI: 10.17632/2ddgwynm42
title: Western blot

description: unprocessed images from western blot data.
DOI: 10.17632/fbyrj4h5hk
title: MERCADO BRASILEIRO DE HELICÓPTEROS: UMA JORNADA DE CRESCIMENTO E OPORTUNIDADES

description: Anais do II Simpósio Gaúcho de Engenharia Aeroespacial e Mecânica, UFSM
Santa Maria, RS, 24 a 26 de outubro de 2023
DOI: 10.6084/m9.figshare.21257691.v1
title: smRNA-seq count table

description: Normalized count files of the frontal smRNA-seq dataset from the RiMod-FTD resource (https://www.biorxiv.org/content/10.1101/2020.12.01.405894v4). <br> The data was processed as follows: <br> After removing sequencing adapters, all FastQ files were uploaded to OASIS2 for analysis. On average, 3,430,613 (+/- 1,365,407) reads could be uniquely mapped per sample. Subsequent differential expression analysis was performed on the counts yielded from OASIS2, using DESeq2 and correcting for gender and PH-value, as was done for the RNA-seq data. Additionally, we added a batch variable to the design matrix to correct for the two different batches of this dataset. In total, 2904 human smRNA genes could be detected. For visualization and clustering, the data was transformed using the variance stabilization transformation from the DESeq2 package.
DOI: 10.6084/m9.figshare.27636420.v1
title: Supplementary Files

description: <b>Supplementary File 1</b>. Fossil occurrences of Hemiptera at genus-level with their status and life span.<b>Supplementary File 2</b>. Fossil occurrences of Hemiptera at family-level with their status and life span.<b>Supplementary File 3</b>. Scripts to perform RJMCMC, BDCS and MBD analyses.<b>Supplementary File 4</b>. PyRate outputs of best-fit preservation process for each dataset.<b>Supplementary File 5</b>. Abiotic and biotic datasets used for MBD analyses.
DOI: 10.17632/42cxfnjfp3
title: Paleoceanographic evolution of the Japan Sea during the Pleistocene – A benthic foraminiferal perspective

description: Pleistocene to Holocene benthic foraminifera and other data of IODP Site U1426
DOI: 10.17632/bs6myg75tr
title: Compounds with Activity against the Dopamine D2 Receptor

description: The compound data sets originating from ChEMBL and its partitions were in the study "EdgeSHAPer: Bond-Centric Shapley Value-Based Explanation Method for Graph Neural Networks". They contain compounds with activity against the dopamine D2 receptor and randomly selected active compounds, respectively, curated as described in the paper. The .csv file contains both active (label 0) and randomly selected compounds (label 1), together with partitions into training, validation, and test sets used in the study.
DOI: 10.17632/rbhfnz32sy
title: The dataset for the joint shear strength of beam-column joints subject to cyclic loading.

description: The learning dataset on which the prediction model is trained is the most critical factor in the success of the proposed framework prediction models. Experiments with data on joint shear response, including joint shear strength and distortions, were chosen for the database to guarantee that the specimens included in the joint shear strength prediction had acceptable amounts of shear deformations. Subassemblies with wide beams, slabs, and/or transverse beams are also included in the database. Furthermore, specimens with eccentricity (e) between the centrelines of the longitudinal beams and the column are included in the database to explore the influence of eccentricity on joint shear strength. Also, the axial load acting on the column (N), column dimensions (bc, hc), beam dimensions (bb, hb) concrete cylinder compressive strength (fc`), yield of beam longitudinal reinforcement (fy) and beam longitudinal reinforcement ratio (ρ) are factors affecting the joint shear strength. All joint subassemblies in this database have strong column-weak beam behavior. There are 98 specimens in the experimental database from 18 different research projects. Table 1 shows the database of studied beam-column connections. The concrete compressive strength (fc`) and volumetric joint reinforcement ratio (ρcore), which reflects the confinement supplied by the transverse reinforcement, are the most relevant characteristics.
DOI: 10.6084/m9.figshare.23549964.v3
title: Fig 1 Raw data

description: ELISA screening raw data for Donor 28 and in vivo mouse assay, ex vivo whole blood assay for donor 28
DOI: 10.6084/m9.figshare.7642328.v1
title: Anion-induced structural varieties of Cu<sup>II</sup> coordination complexes with 3-phenyl-4-(3-pyridyl)-5-(4-pyridyl)-1,2,4-triazole

description: Two Cu<sup>II</sup> coordination complexes {[Cu(L<sup>430</sup>)(H<sub>2</sub>O)<sub>2</sub>](NO<sub>3</sub>)<sub>2</sub>}<i><sub>n</sub></i> (I) and {[Cu(L<sup>430</sup>)<sub>2</sub>(H<sub>2</sub>O)<sub>2</sub>](ClO<sub>4</sub>)<sub>2</sub>(H<sub>2</sub>O)<sub>0.3</sub>}<i><sub>n</sub></i> (II) have been synthesized based on 3-phenyl-4-(3-pyridyl)-5-(4-pyridyl)-1,2,4-triazole (L<sup>430</sup>) in the presence of different anions (CIF file CCDC nos. 1489348 (I) and 1489349 (II)). Notably, complex I shows a 2D coordination network while polymer II represents a 1D box-like structure. Further, extended supramolecular architectures are constructed via secondary interactions in both structures. The structural distinction on both compounds fully demonstrates the role of lattice anions NO<sub>3</sub><sup>–</sup> or ClO<sub>4</sub><sup>–</sup> in the assembly of infinite coordination solids. In addition, complex II exhibits some certain efficiency for dichromate (Cr<sub>2</sub>O<sub>7</sub><sup>2−</sup>) capture in the water system.
DOI: 10.17632/5yb5r8bz98
title: Correlation Analysis using Teaching and Learning Analytics

description: The data processed with statistical and artificial intelligence techniques show dichotomous results through their weakened correlations. For this context, Pearson and Spearman's correlation techniques were chosen where it was clear how the linearity of their correlations is compromised and thus undermining all the inferences that will define greater precision in the interconnections between the motiv themes and subthemes.
DOI: 10.6084/m9.figshare.2751904.v1
title: Data from "Berdugo, M.; Kéfi, S.; Soliveres, S.; Maestre, F.T. Plant spatial patterns identify alternative ecosystem multifunctionality states in global drylands"

description: Data from the article: "Berdugo, M.; Kéfi, S.; Soliveres, S.; Maestre, F.T. Plant spatial patterns identify alternative ecosystem multifunctionality states in global drylands".<br>There are two spreadsheets with data. The spreadsheet "Data" contains the raw data at the different sampling times. The spreadsheet "Metadata" contains the associated metadata, where a description of all the variables and units can be found. All the methodological details can be found in the article.<br>Abstract:Drylands may shift between healthy and degraded states in response to climatic changes or anthropogenic disturbances. These shifts are unannounced and difficult to reverse once they happen, thus their prompt detection is of crucial importance. The distribution of vegetation patch sizes may indicate the proximity to these shifts, but their use is hampered by the lack of large-scale studies relating them to multifunctionality (the provision of multiple ecosystem functions) and comparing them to other ecosystem attributes such as total plant cover. Here we overcome these limitations by sampling 115 dryland communities across the globe and relating their vegetation attributes (cover and patch-size distributions) to multifunctionality. This latter variable followed a bimodal distribution, which suggests contrasting multifunctionality states in global drylands. Although plant cover was most strongly related to multifunctionality, only patch-size distributions identified the bimodality found in its distribution. The uncoupling between different nutrient cycles and the loss of self-organizing biotic processes were identified as the mechanisms underlying the multifunctionality states observed. Our findings support the use of vegetation patterns as functional indicators in drylands, and pave the way for developing effective strategies to monitor desertification processes in global drylands.
DOI: 10.6084/m9.figshare.4712290.v2
title: 102-103.xlsx

description: smokers from smoking cessation clinic of Cheng-Hsin General Hospital
DOI: 10.17632/925k5dpnzt
title: Soil properties and pictures

description: Soil properties, FTIR, 13C NMR, FT-ICR MS, bacterial communities, and figures
DOI: 10.17632/fwd9b5jv9h
title: The estrous cycle modulates hippocampal spine dynamics, dendritic processing, and spatial coding, Wolcott et al.

description: Data included in the manuscript "The estrous cycle modulates hippocampal spine dynamics, dendritic processing, and spatial coding". Data is broken down by experimental category: spine density (Figs. 1 and 2), dendritic activity (Fig. 3), and place cell stability (Figs. 4 and 5).
DOI: 10.17632/kcjt4v658x
title: Alzheimer's disease MRI images

description: The current dataset is about Alzheimer's disease (AD). It contains MRI images of 26 subjects, of which 10 subjects have AD, 10 subjects have Mild Cognitive impairment (MCI) and 4 subjects are normal controls. The images were collected from Firoozgar Hospital in Tehran, Iran.
DOI: 10.6084/m9.figshare.28756301.v1
title: data and code 202504

description: The data and code used in study of Contour
DOI: 10.17632/p35k2vsvkc
title: Bio-mediated flocculation of freshwater microplastics: effects of microalgae with exopolymer attachments

description: This dataset includes supplementary data for the experimental results of “Bio-mediated flocculation of freshwater microplastics: effects of microalgae with exopolymer attachments”
Dataset consist of the following items:
Table 1 – Examples of the measured cell density and TEP concentration of different microalgae
Table 2 – Examples of floc sizes distribution of different microalgae during the incubation period
Table 3 – Examples of evolution of D50 of different microalgae at different incubation days
DOI: 10.6084/m9.figshare.12554042.v1
title: CP-CHILD.zip

description: CP-CHILD records the colonoscopy data of children. It contains two datasets CP-CHILD-A and CP-CHILD-B. The CP-CHILD-A dataset contains 8000 RGB images taken by Olympus PCF-H290DI, including 1000 colonic polyp images and 7000 normal or other pathological images. The CP-CHILD-B dataset contains 1500 RGB images taken by FUJIFLIM EC-530wm, including 400 colonic polyp images and 1100 normal or other pathological images. Using the deep learning model on this dataset, we can classify the objects in the dataset. Neural network's self-learning and self-training ability can improve the adaptability, efficiency and detection accuracy of children's colonoscopy CAD.
DOI: 10.6084/m9.figshare.14511555.v1
title: data for sheep model.xls

description: Data for logistic regression model for factors associated with farmers antibiotic attitude group.