cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/kybmdyrzb3
title: NavIC/GNSS android raw measurments

description: This dataset contains raw GNSS (Global Navigation Satellite System) and NAVIC (Navigation with Indian Constellation) measurements logged using the GNSSLogger application on a OnePlus Nord 2T smartphone. Data were collected in two distinct setups: 1) over 16 days in an open space environment in stand erect position, and 2) at various smartphone inclination angles (0°, 45°, 90°, 135°, and 180°) to evaluate the impact of device orientation on satellite acquisition and tracking. A u-blox F9P receiver was used to collect reference positions for accuracy validation during post-processing. This dataset emphasizes the inclusion of NAVIC data, providing a unique resource for evaluating the performance of NAVIC alongside other GNSS constellations in a smartphone-based context. 

This dataset was collected between the period of 15th September, 2024 to 1st October, 2024 at random time intervals throughout the day to obtain dynamic data and variations in the Dilution of Precision (DOP) values on the terrace of a 6 storeyed building in Aundh Road area of Pune, Maharashtra, India. There are major 2 folders with names: 1) Data with no inclination and 2) Data with inclination. In the first folder, there are sixteen folders containing the data, numbered 1 to 16. Every folder has thirty minutes' worth of raw GNSS/NavIC measurements that were recorded with a tripod-mounted OnePlus Nord 2T smartphone running the GNSSLogger software. 
The files include:


I. File 1: RINEX observation files (.24o)
II. File 2: NMEA ground truth files (.nmea)
III. File 3: RINEX text data files (.txt)
IV. File 4: Raw GNSS log files (.txt)

i. File 1: gnsslog_*.txt (Log file)
ii. File 2: gnsslog_*.24o (RINEX object file)
iii. File 3: gnsslog_*.nmea (Ground truth file generated by GNSSLogger)
iv. File 4: gnsslog_*_rnx_data.txt (RINEX file)

The second folder contains 5 subfolders, each representing a different smartphone orientation angle (0°, 45°, 90°, 135°, and 180°). Each subfolder contains the same set of files as above for a duration of 10 minutes with the smartphone in different orientation angles, using the GNSSLogger app.

Additional File: ground_truth_coordinates.txt which contains all the ground truth coordinates where the smartphone was mounted for data collection.

This dataset offers important insights into NAVIC's performance in both stable and changeable orientation contexts since it is among the first to incorporate NAVIC data obtained using a smartphone. This dataset is available to researchers and developers to improve smartphone-based location applications, test GNSS/NAVIC signal processing methods, and evaluate signal quality under difficult circumstances.
DOI: 10.6084/m9.figshare.22237561.v1
title: Climate-resilient Tree Species

description: Expert arborists, botanists, and horticulturists assessed 220 tree species based on criteria related to urban suitability, climate resilience/vulnerability, and additional benefits as part of a study on the climate resilience of urban tree species in Peninsular Malaysia. All species in this dataset are trees, shrubs, and palms commonly found in urban and rural areas of Malaysia, compiled from four independent sources. <br> Expert knowledge was derived from various sources, including published evidence from primary or grey literature, direct observations (e.g., during weather events like floods), or inferences based on observations of ecologically similar species or known ecological factors (e.g., geographical range or habitat associations). <br> The fixed dataset used for the study has been archived on FigShare to ensure its long-term availability. For the most updated data, practitioners should refer to the Atlas of Climate Resilient Tree Species (ACResT) at www.acrest.com.my. ACResT is an open and collaborative online database that consolidates data on tree species. The assessments for the 220 species mentioned above have also been published on ACResT to encourage review by a broader group of practitioners. Additionally, ACResT allows for the entry and assessment of other tree species found in Malaysia, Singapore, or Indonesian Borneo. <br> We invite all tree experts, including arborists, botanists, horticulturists, landscape architects, and enthusiasts, to join ACResT. While the tree assessment process is thorough and robust, certification by an accredited organization is not required to join. We acknowledge the diverse backgrounds of knowledge holders and will evaluate each registration on a case-by-case basis.
DOI: 10.6084/m9.figshare.3795954.v3
title: Tip Enhanced Raman Scattering in bilayer MoS2

description: Tip Enhanced Raman Scattering in bilayer MoS<sub>2</sub>The poster was presented in Graphene Week 2016, 13-17 June 2016, Warsaw Poland
DOI: 10.6084/m9.figshare.4828945.v2
title: Crypsis aculeata - CRootBox parameter file

description: CRootbox parameter file for Crypsis aculeata. <br>from:<br>Simultaneous modeling of transient three-dimensional root growth and soil water flowClausnitzer V, Hopmans J WPlant and Soil, 164, 299-314, 1994
DOI: 10.17632/8sndpz4s8k
title: reflective writing

description: reflective writing scheme and scale
DOI: 10.17632/pjnmhf4sx5
title: Comparison of Vegan, Vegetarian and Omnivore Diet Quality and Depressive Symptoms

description: A cross-sectional comparison of vegan, vegetarian and omnivore diet quality and depressive symptoms
DOI: 10.17632/rvjptkrc34
title: Android Benign and Malware Dataset2

description: Contains permission data set extracted from different .apk files downloaded from thirty repositories. It contain more than 1500 permissions. Apps belong to thirty different categories.
DOI: 10.6084/m9.figshare.25976224.v1
title: CosMx human NSCLC

description: Processed dataset from He et al., 2022 of Nanostring CosMx spatial transcriptomics measurement of 8 sections from 5 Non-Small Cell Lung Cancer (NSCLC) patients. Cells are clustered based on their cellular niches (also known as spatial domains or spatial clusters) using CellCharter.
DOI: 10.15468/dl.5ppydk
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sagamichthys schnakenbecki (Krefft, 1953)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((36.2225 24.1647,35.9648 24.4806,35.9648 19.8496,37.7519 19.8496,37.7005 20.2556,37.7935 21.209,37.3891 21.7756,37.3588 22.2459,36.8499 22.7968,36.6611 23.2461,36.1736 23.4033,36.31 23.7463,36.2225 24.1647))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013178-250525065834625/datasets/export for details.
DOI: 10.17632/72xry3dm63
title: Data for: Experimental study on condensation heat transfer of FC-72 in a narrow rectangular channel with ellipse-shape pin fins: Ground and microgravity experiments

description: images in microgravity
DOI: 10.17632/8k3w6tynwz
title: JGR_2023_Reduction_of_Drag_Coefficient_due_to_misaligned_surface_waves

description: This data is large eddy simulation model output of turbulent airflow over misaligned surfaces waves (up to 90 degrees) for strongly forced to weakly forced conditions (wave age up to 10.95) using a wave-following mapped coordinate, for the following manuscript: Manzella, E., Hara, T., Sullivan, P. Reduction of Drag Coefficient due to Misaligned Surface Waves. (Manuscript in preparation) From these data for wind aligned with waves (0 degrees) to wind misaligned with waves (22.5, 45, 67.5, 90 degrees) and wave age (c/u*=1.37, 5.48, 10.95) with corresponding variable names (1x, 4x, 8x) we look at equivalent roughness length and wave growth/decay variables. In addition to the cross-wave component of the velocity (v), we also include the rotated along-wind (U) and cross-wind (V) variables. We look at horizontally averaged vertical profiles of the following: -Wind speed, wind shear, wind speed angle, and wind shear angle -Turbulent kinetic energy -Energy budget (including shear production, transport, and viscous dissipation) -Momentum budget (including pressure stress, turbulent stress, and wave-coherent stress) We also look at phase-averaged flow fields of the following: -Wind speed (horizontal and vertical) -Pressure -Turbulent kinetic energy -Dissipation rate -Vorticity (cross-wind) -Turbulent and wave-coherent stress -Pressure, turbulent tangential stress, and turbulent normal stresses (surface distribution) Finally, we look at cross-wind turbulent instantaneous vorticity fields for the 0 and 90 degrees for the lowest and highest wave ages
DOI: 10.17632/jj2kjz2wsp
title: Replication Files for “Assessing the Impact of China Shocks on the Trade Creation Effect in ASEAN”

description: Replication Files for “Assessing the Impact of China Shocks on the Trade Creation Effect in ASEAN”
DOI: 10.6084/m9.figshare.18623039.v1
title: Genotype specific transcriptome assemblies - Fasta files

description: Genotype-specific de novo transcriptome assemblies from sugarcane RNASeq public datasets.<br>RAW RNASeq reads (paired-end and strand-specific) were downloaded from SRA's NCBI, cleaned with BBDuk and putative contaminant reads removed with ContFree-NGS. Clean reads were assembled into transcripts with Trinity using two kmers, 25 and 31. The two assemblies were merged using CD-HIT-EST at 100% identity and keeping strand orientation.
DOI: 10.6084/m9.figshare.19322516.v1
title: Parkinsons Data Set

description: Adaptation of http://archive.ics.uci.edu/ml/datasets/Parkinsons<br>Ready for usage with ehrapy<br>
DOI: 10.17632/24cj4dwxvg
title: Pilgrim: A thermal rate constant calculator and a chemical kinetics simulator

description: Pilgrim is a program written in Python and designed to use direct dynamics in the calculation of thermal rate constants of chemical reactions by the variational transition state theory (VTST), based on electronic structure calculations for the potential energy surface. Pilgrim can also simulate reaction mechanisms using kinetic Monte Carlo (KMC). For reaction processes with many elementary steps, the rate constant of each of these steps can be calculated by means of conventional transition state theory (TST) or by using VTST. In the current version, Pilgrim can evaluate thermal rates using the canonical version of reaction-path VTST, which requires the calculation of the minimum energy path (MEP) associated with each elementary step or transition structure. Multi-dimensional quantum effects can be incorporated through the small-curvature tunneling (SCT) approximation. These methodologies are available both for reactions involving a single structure of the reactants and the transition state and also for reactions involving flexible molecules with multiple conformations of the reactant and/or of the transition state. For systems with many conformers, the program can evaluate each of the elementary reaction rate constants by multipath canonical VTST or multi-structural VTST. Moreover, the reactant can be unimolecular or bimolecular. Torsional anharmonicity can be incorporated through either the MSTor or the Q2DTor programs. Dual-level calculations are also available in Pilgrim: automatic high-level single-point energies can be used to correct the energy of reactants, transition states, products, and MEP points using the interpolated single-point energies (ISPE) algorithm. When the rate constants of all the chemical processes of interest are known, by means of their calculation using Pilgrim or alternatively through analytical fits to the rate constants as functions of temperature, it is possible to simulate a multistep mechanism under specified laboratory conditions using KMC. This algorithm allows performing a kinetic simulation to monitor the evolution of each chemical species with time and obtain the product yields.
DOI: 10.6084/m9.figshare.3557301.v1
title: Appendix C. ANOVAs examining interacting effects of pneumatophore density and algal morphology on algal retention by experimental plots, and the colonization of plots by epifaunal mollusks.

description: ANOVAs examining interacting effects of pneumatophore density and algal morphology on algal retention by experimental plots, and the colonization of plots by epifaunal mollusks.
DOI: 10.6084/m9.figshare.6818753.v1
title: Experiment 5F-SubjectG-160428-5St-SGLHand-HFREQ

description: Experiment in which subject performed motor imagery of a single hand's 5 finger motions, recorded using higher sampling rate setting of 1000 Hz.
DOI: 10.17632/y5gvyjjvsd
title: Data for: Developing classroom-based language assessment literacy for in-service EFL teachers: The gaps

description: Raw data of the questionnaire intended to investigate EFL teachers language assessment literacy.
DOI: 10.6084/m9.figshare.1555914.v1
title: Wireless tri-axial trunk accelerometry detects deviations in dynamic center of mass motion due to running-induced fatigue

description: Raw data for participant characteristics, accelerometry-derived measures and sacral marker trajectory measures.
DOI: 10.6084/m9.figshare.5459299.v2
title: PPG-BP Database

description: Open clinical trial data provide a valuable opportunity for researchers worldwide to assess new hypotheses, validate published results, and collaborate for scientific advances in medical research. Here, we present a health dataset for the non-invasive detection of cardiovascular disease (CVD), containing 657 data records from 219 subjects. The dataset covers an age range of 20–89 years and records of diseases including hypertension and diabetes. Data acquisition was carried out under the control of standard experimental conditions and specifications. This dataset can be used to carry out the study of photoplethysmograph (PPG) signal quality evaluation and to explore the intrinsic relationship between the PPG waveform and cardiovascular disease to discover and evaluate latent characteristic information contained in PPG signals. These data can also be used to study early and noninvasive screening of common CVD such as hypertension and other related CVD diseases such as diabetes.
DOI: 10.6084/m9.figshare.6260654.v2
title: HEMOBP

description: Blood pressure (BP) varies significantly in chronic hemodialysis (HD) patients, and dramatic variation in blood pressure during HD treatment is a well-recognized risk factor for increased mortality. BP monitoring is a fundamental part of HD treatment and is essential to patient safety during HD treatment. This study is based on a large stream of HD parameters collected from dialysis equipment connected to the Vital Info Portal (VIP) gateway and linked with demographic data stored in the hospital information system. We also provide a bioinformatics analysis system for real-time BP prediction. The accuracy was greater than 80% in the predicted error range of 15% and 20mmHg of true BP. The database supports applications including the recommendation that dialysis settings be personalized for each patient. The information is also delivered to the doctors to preempt BP fluctuation when a patient undergoes HD treatment.<br>
DOI: 10.17028/rd.lboro.23709972.v2
title: Fourier Transform Infrared Microspectroscopy and cancer cells in blood

description: FTIR data are presented for multiple cells within each population and from multiple cell types as listed in column A. Wavenumbers are provided across the data, presented in Row 1, with absorbances provided in the matrix.
This dataset a number of spectra obtained for cell lines (A549, CALU and PBMC; Sheet 1) and those from cancer cells (in all other 'Map' tabs). 
The data are presented here in support of the publication, "Fourier Transform Infrared Microspectroscopy identifies single cancer cells in blood. A feasibility study towards liquid biopsy."
DOI: 10.6084/m9.figshare.25748970.v1
title: Genetic diversity and genomic epidemiology of SARS-CoV-2 during the first three years of pandemic in Morocco: Comprehensive sequence analysis, including the unique lineage B.1.528 in Morocco

description: Our database contains the essential data that contributed to the study titled: 'Genetic diversity and genomic epidemiology of SARS-CoV-2 during the first three years of the pandemic in Morocco: Comprehensive sequence analysis, including the unique lineage B.1.528 in Morocco. This dataset includes the genetic variations identified in the 2274 sequences analyzed, along with the GISAID identifiers for all genomic sequences.
DOI: 10.6084/m9.figshare.25852726.v1
title: NMR raw data

description: NMR raw data for all compounds described in the article "A Purification-Free Method for the Synthesis of Thiazolium Salts Using P<sub>2</sub>S<sub>5</sub>-Py<sub>2</sub> Complex or P<sub>4</sub>S<sub>10</sub>".
DOI: 10.6084/m9.figshare.27201399.v2
title: Data Supporting the Article: Efficacy of Protective Nets against Drosophila suzukii: Abiotic Factors and Influence of Temperature on Body Size

description: The <i>Drosophila suzukii</i> is an invasive pest that poses a significant threat to fruit crops worldwide, leading to considerable agricultural losses and economic damage. In contrast to chemical control measures against <i>D. suzukii</i>, the integration of insect netting with other strategies within an integrated pest management framework offers a more sustainable solution. In this study, we evaluated the efficacy of nine commercial protective screens against this pest, focusing on determining optimal hole dimensions based on the assessment of airflow velocity and temperature effects on net performance. An experimental protocol was developed under laboratory conditions to simulate field scenarios. Our hypothesis, that higher air velocities and elevated temperatures reduce net efficacy, was confirmed by significant declines in performance as both factors increased. We examined body size variation in a lab-reared <i>D. suzukii</i> population across temperatures. Morphometric analyses revealed significant sexual dimorphism, with females generally larger than males, and a clear influence of temperature on body size: flies reared at lower temperatures were consistently larger. These findings highlight the importance of considering both abiotic factors and pest morphology when evaluating protective screens, challenging the assumption that exclusion net efficacy remains constant.
DOI: 10.6084/m9.figshare.27642891.v3
title: <b>A prior-guided, data-driven human mobility model</b>

description: Aiming to better capture the spatial heterogeneity in human mobility, we introduce a prior-guided data-driven human mobility model based on the popular graph neural network architecture, which is named Prior-Guided Mobility Flow Generation Network (PG-MFG). We provide an implementation of PG-MFG using the New York dataset as an example.
DOI: 10.17632/3yv7bdrczd
title: Data for: Does taste sensitivity matter? The effect of coffee sensory tasting information and taste sensitivity on consumer preferences

description: This is a dataset used to examine the impact of coffee tasting sensory information on consumer preferences when taking into their taste sensitivity.
DOI: 10.6084/m9.figshare.28630694.v2
title: Supplementary Figures S1-S21

description: Supplementary Figures S1-S21
DOI: 10.6084/m9.figshare.5125537.v1
title: Supplementary Material for: A Randomized Controlled Trial of Individual Cognitive Therapy, Group Cognitive Behaviour Therapy and Attentional Placebo for Adolescent Social Phobia

description: <b><i>Background:</i></b> Very few studies have investigated the effects of individual disorder-specific treatment of social phobia (SP) in adolescents. The objective of this study was to compare the effects of individual cognitive therapy for SP, group cognitive behavioural therapy (CBTG) and attentional placebo (AP) among adolescents with a primary diagnosis of SP. <b><i>Methods:</i></b> A randomized controlled design was used, and a total of 279 adolescents were assessed. Fifty-seven adolescents, between 13 and 16 years old, were allocated to individual cognitive therapy, CBTG or AP. The participants were assessed before treatment, at the end of treatment and at a 12-month follow-up using both self-report and a semi-structured interview. <b><i>Results:</i></b> The individual cognitive therapy showed significant reductions in symptoms, impairment and diagnostic criteria both at the end of treatment and at the 12-month follow-up. Compared with CBTG and AP, the individual cognitive therapy group demonstrated significantly greater effects on both symptom reduction and impairment. There were no significant differences between CBTG and AP. <b><i>Conclusions:</i></b> In a direct comparison between the most commonly used treatments for adolescent SP, we found that individual therapy was the most effective, yielding better effects than both CBTG and AP.
DOI: 10.6084/m9.figshare.7645400.v4
title: strumigenys-classes

description: A fileset containing a .csv file with anatomical terms, descriptions, and annotations in Manchester syntax and a hao-merged-strumigenys.owl file with annotated anatomical classes.
DOI: 10.6084/m9.figshare.28124789.v1
title: Mexico's High Resolution Climate Database (MexHiResClim): monthly minimum temperature data for Mexico

description: Monthly average minimum temperature for Mexico at a resolution of 20 arc-seconds for the 1951-2020 period.
DOI: 10.6084/m9.figshare.3517790.v1
title: Appendix C. Plots of FR on CTR for all sample plots and by ecozone.

description: Plots of FR on CTR for all sample plots and by ecozone.
DOI: 10.17632/53cskwwpdn
title: Project: Fostering Transparent and Responsible Conduct of Research: What can Journals do?

description: Description: 
Since their origin in the 17th century, publications in scientific journals have become the foundation of scholarly communication. Yet the publication process itself, duties and responsibilities of editors, and the preparation of manuscripts for submission have gone through many changes. The current drive towards study registration, sharing of protocols, manuscript pre-print, full transparency of reporting and the use of reporting guidelines, data sharing, and study replication, are seen as the future of scientific communication and methods of preventing scientific misconduct and undesirable research practices.

The goals of this project are:

1) Study the current state of publication ethics, research integrity- and transparency-related policies of scholarly Journals (by analysing instructions to authors from a representative sample of journals in the humanities, social, natural, and life sciences);

2) Study the trends and changes in publication ethics, research integrity- and transparency-related policies of scholarly Journals (by conducting a systematic review of all studies indexed in MEDLINE, Web of Science and Scopus that have analysed instructions to authors of journals);

3) Study editors’, authors’ and reviewer’ perceptions and attitudes towards topics related to transparent and responsible conduct of research (by conducting large scale surveys, focus group, web-chats and acceleration room sessions);

4) Make (evidence-based) recommendations of how publishers and journals may implement publication principles and foster the integrity and transparency of research (by summarizing the evidence of the first 3 steps of the project).

Team Members:

Mario Malički
ORCID iD: 0000-0003-0698-1930

IJsbrand Jan Aalbersberg
ORCID iD: 0000-0002-0209-4480

Lex Bouter
ORCID iD: 0000-0002-2659-5482

Gerben ter Riet
ORCID iD: 0000-0002-2231-7637

Project collaborators:
Ana Jerončić
ORCID iD:  0000-0003-1621-1956

Adrian Mulligan
Elsevier, Amsterdam, The Netherlands  

Funding
This project was funded by Elsevier.