cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/p9mkdb85y6.1
title: Limited gold endowment from the Paleo-Pacific Plate: direct evidence from Jurassic lamprophyes in Jiaodong Peninsula, North China Craton
DOI: 10.17632/ssv23kfcgs.1
title: ITC-Net-Blend-60: A Comprehensive Dataset for Robust Mobile App Identification in Real-World Network Environment - Scenario A

description: This dataset includes network traffic data from more than 50 Android applications across 5 different scenarios. The applications are consistent in all scenarios, but other factors like location, device, and user vary (see Table 2 in the paper). The current repository pertains to Scenario A. Within the repository, for each application, there is a compressed file containing the relevant PCAP files. The PCAP files follow the naming convention: {Application Name}{Scenario ID}{#Trace}_Final.pcap.
DOI: 10.17632/ssv23kfcgs.3
title: ITC-Net-Blend-60: A Comprehensive Dataset for Robust Network Traffic Classification in Diverse Environments- Scenario A

description: This dataset includes network traffic data from over 50 Android applications across 5 scenarios. The applications are consistent in all scenarios, but other factors like Internet service provider (ISP), geographic location, and device vary (see Table 1 of the DetailedDescription document in the Supplementary Materials repository). 
The current repository pertains to Scenario A. Within the repository, for each application, there is a compressed file containing the relevant PCAP files. The PCAP files follow the naming convention: {Application Name}{Scenario ID}{#Trace}_Final.pcap.
DOI: 10.17632/v3cd92g9y7.1
title: Image data

description: unprocesses image data
DOI: 10.17632/nghph5sjrj.1
title: Healing patterns in dystrophic epidermolysis bullosa: A retrospective natural history case series

description: Supplemental material
DOI: 10.17632/nghph5sjrj.2
title: Healing patterns in dystrophic epidermolysis bullosa: A retrospective natural history case series

description: Supplemental material
DOI: 10.17632/nghph5sjrj.3
title: Healing patterns in dystrophic epidermolysis bullosa: A retrospective natural history case series

description: Supplemental material
DOI: 10.17632/f8zr2kzrcx.1
title: Hyperspectral data of albino rice seedlings.

description: This dataset is an additional data to the following article: Temporal Changes of Leaf Spectral Properties and Rapid Chlorophyll—A Fluorescence under Natural Cold Stress in Rice Seedlings, Plants, 2023, DOI: 10.3390/plants12132415 . The dataset contains absorbance, reflectance and transmittance data of albino seedlings, measured by handheld leaf spectrometer (CI-710s SpectraVue Leaf Spectrometer; Cid-Bioscience, Camas, WA, U.S.A.). The albino plants were established in the temperate rice growing area in spring under the influence of natural cold temperatures. These data can be used as a reference to estimate the rate of chlorophyll degradation.
DOI: 10.17632/z4hckbfsw4.1
title: Menstruation is not related to impurity

description: This pie chart, from a survey of [source], reveals that 90% of respondents view menstruation as a human issue, while 10% consider it primarily a hygiene concern. This suggests a positive shift towards recognizing menstruation as a natural biological experience, not something to be ashamed of. However, limitations like sample bias and question wording necessitate further research. Importantly, the 10% holding the 'hygiene' view highlights the continued need for education and de-stigmatization, especially considering the global challenges around menstrual health and rights. Let's use this data to advocate for comprehensive menstrual education, accessible hygiene products, and policies that respect menstrual dignity for all.
DOI: 10.6084/m9.figshare.25143581
title: IoT-FSCIT

description: IoT-FSCIT is a dataset collected for research purposes. This dataset contains statistical features for five distinct IoT devices data, collected over six weeks at laboratory in Universiti Malaya.
DOI: 10.17632/ydcz98ky28.1
title: Phasor Measurement Unit Data - Labeled

description: The PMU dataset is collected from the website of Ecole Polytechnique Fédérale de Lausanne (EPFL) institutions of Switzerland. The PMU dataset consists of 16 features and the data is normal without anomalies. The PMU provides a measurement for every 0.02 second. One hour's worth of PMU data contains 1,80,000 readings. The dataset takes 10 days of May month data into account and one measurement is chosen at random as a sample for every 500 measurements. As a result, 8640 samples are obtained per day and 86400 samples are obtained throughout a 10-day period. In the dataset first 86400 rows are normal data which are labeled as 0 and next 15247 rows are anomalies which are labeled as 1. The anomalies include Single Line to Ground fault, Line to Line fault and Double Line to Ground fault.
DOI: 10.6084/m9.figshare.24297511
title: Model checkpoints of M-OFDFT

description: In this work, we introduce M-OFDFT, a novel method of OFDFT that achieves comparable accuracy with KSDFT on molecular systems while keeping the lower cost scaling.
DOI: 10.6084/m9.figshare.24297463
title: Evaluation data of M-OFDFT

description: In this work, we introduce M-OFDFT, a novel method of OFDFT that achieves comparable accuracy with KSDFT on molecular systems while keeping the lower cost scaling.
DOI: 10.17632/rvsc5j63zc.1
title: Let's play the Mannequin Challenge: behavioural changes of a native freshwater prawn to the presence of a non-native predator

description: Data used to evaluate the antipredator response of Macrobrachium jelskii to a non-native predator
DOI: 10.17632/xg46mvpwdz.1
title: Neurometabolic profile of the amygdala in smokers assessed with 1H-magnetic resonance spectroscopy - Data

description: 1H-magnetic resonance spectroscopy (MRS) data and participant information for the article with the title: Neurometabolic profile of the amygdala in smokers assessed with 1H-magnetic resonance spectroscopy. The aims of the study were to compare glutamate and other metabolites in the amygdala (an area implied to play an important role in nicotine addiction) between smokers and controls, and between different smoking states. Furthermore, associations between amygdalar metabolite levels and smoking characteristics were explored. The data set comprises 28 male smokers and 21 non-smoking, matched controls. Controls were measured once (baseline) and smokers were measured in a baseline state (1-3 hours abstinence), during withdrawal (24 hours abstinence) and in a satiation state (directly after smoking). Voxel composition, spectral quality, and for the metabolites of interest, Cramér-Rao lower bounds and molar concentrations were measured using a novel non-water-suppressed 1H-MRS protocol. Good spectral quality, high anatomical specificity and reliable quantification of most metabolites of interest were achieved, providing first insights into the neurometabolic profile of the amygdala in smokers. Metabolite levels did not differ between groups, but smokers showed significantly lower glutamine levels at satiation than baseline. Details of the procedure and analysis are provided in the article (https://doi.org/10.1016/j.neuroimage.2024.120525).
DOI: 10.5281/zenodo.10616840
title: Figure Data for Underestimated Burden of Per- and Polyfluoroalkyl Substances (PFAS) in Global Surface Waters and Groundwaters
DOI: 10.5281/zenodo.10616841
title: Figure Data for Underestimated Burden of Per- and Polyfluoroalkyl Substances (PFAS) in Global Surface Waters and Groundwaters
DOI: 10.17632/3cmknchc2g.1
title: Combining artificial intelligence and human expertise for more accurate dermoscopic melanoma diagnosis: A two-session retrospective reader study - Supplementary Material

description: In our two-session retrospective reader study, 64 physicians, including 33 dermatologists, 11 dermatology residents, and 20 general practitioners, evaluated a deliberately challenging test set of 100 dermoscopic images comprising 50 melanomas and 50 nevi. In session 1, participants provided diagnoses and management decisions based solely on images. In session 2, conducted 4+ months later, participants evaluated the same images in different sequence, this time with assistance of a CNN-assigned traffic light system.
Supplementary Figure 1 depicts the classification performance (melanoma, benign nevus) of individual physicians in session 1 (without CNN) and session 2 (with CNN). Physicians without CNN denoted by grey dots (n=64) and physicians with CNN denoted by black dots (n=64). Means denoted by squares. Blue line showing CNN’s performance on the test set.
Supplementary Table 1 shows the mean differences in correctly classified lesions (melanoma, benign nevus) between session 1 (without CNN) and session 2 (with CNN) by physician group. Correctly classified lesions include true positives and true negatives.
DOI: 10.17632/vjh9pgbp4m.1
title: Empowering African entrepreneurs: the crucial role of financial inclusion in mediating the relationship between contextual factors and entrepreneurial willingness

description: The database is extracted from the 2017 edition of the Global Findex database, which covers variables that capture entrepreneurial willingness via variables such as "borrowing for economic purposes" and "saving for economic purposes" as well as other variables on financial inclusion (Demirgüç-Kunt et al., 2017). The Global Findex database was constructed based on nationally representative surveys of over 150,000 adults in 140 economies. We mobilize micro-data on 44,129 African adults from 40 African economies.
DOI: 10.6084/m9.figshare.25143875
title: Supplementary Material for: Balloon Dilatation for Bronchoscope Delivery (BDBD) in a Swine Model: A Novel Technique for Ultra-Peripheral Lung Field Access and Accurate Biopsy

description: Introduction: In transbronchial biopsy of peripheral pulmonary lesions, the bronchoscope can reach only a limited depth due to the progressive narrowing of bronchi, which may reduce the diagnostic rate. This study examined the balloon dilatation for bronchoscope delivery (BDBD) technique, employing a novel balloon device to enhance bronchoscopy into the peripheral lung areas.
Methods: Anaesthetised swine served as our primary model. Using computed tomography (CT) scans, we positioned virtual targets characterised by a positive bronchus sign and a diameter of 20 mm beneath the pleura. The bronchoscope was navigated along the pathways determined from the CT images. We performed balloon dilatation when bronchial narrowing obstructed progress to assess whether balloon dilatation would enable the bronchoscope to enter further into the periphery.
Results: We established 21 virtual targets on the CT scans. An average of 12.1 branches were identified along the pathways on the CT scans; however, bronchoscopy without BDBD only allowed access to an average of 6.7 branches. Based on 72 balloon dilatations with 3.0-mm or 4.0-mm ultra-thin bronchoscopes, there was an average increased access of 3.43 and 5.14 branches per route, respectively, with no significant BDBD complications. The bronchoscope was able to reach the planned location along all pathways, and the mean final bronchoscopic endpoints were at an average distance of 14.7 mm from the pleura. Post-procedure CT confirmed biopsy accuracy.
Conclusion: The BDBD technique can enhance access of a flexible bronchoscope into the peripheral lung fields, which could potentially allow more accurate transbronchial interventions for peripheral targets.
DOI: 10.6084/m9.figshare.25143932
title: Supplementary Material for: Effect of neonatal unit interventions designed to increase breastfeeding in preterm infants: an overview of systematic reviews.

description: Introduction: This overview aims to systematically review evidence regarding effects of interventions undertaken in neonatal units to increase breastfeeding in preterm infants.
Methods: We followed Cochrane methodology. Systematic reviews published to 31 October 2022 reporting meta-analysis of effects from original studies on breastfeeding rates in preterm infants of neonatal unit interventions designed to increase breastfeeding were included. 
Results: Avoidance of bottles during breastfeed establishment (comparator breastfeeds with bottle-feeds) demonstrated clear evidence of benefit for any breastfeeding at discharge and exclusive breastfeeding 3 months post-discharge, and possible evidence of benefit for exclusive breastfeeding at discharge, and any breastfeeding post discharge. Kangaroo mother care (KMC) (comparator usual care) demonstrated clear evidence of benefit for any and exclusive breastfeeding at discharge, and possible benefit for any breastfeeding post discharge. Quality improvement (QI) bundle(s) to enable breastfeeds (comparator conventional care) showed possible evidence of benefit for any breastfeeding at discharge. Cup feeding (comparator other supplemental enteral feeding forms) demonstrated possible evidence of benefit for exclusive breastfeeding at discharge and any breastfeeding three months after. Early-onset KMC (commenced &lt;24 hours post-birth), oral stimulation, and oropharyngeal colostrum administration, showed no evidence of benefit. No meta-analyses reported pooled effects for gestational age or birthweight subgroups.
Conclusion: There is ample evidence to support investment in KMC, avoidance of bottles during breastfeed establishment, cup feeding, and QI bundles targeted at better supporting breastfeeding in neonatal units to increase prevalence of breastfeeding in preterm infants and promote equal access to breastmilk. Stratifying effects by relevant subgroups is a research priority.
DOI: 10.6084/m9.figshare.25143932.v1
title: Supplementary Material for: Effect of neonatal unit interventions designed to increase breastfeeding in preterm infants: an overview of systematic reviews.

description: Introduction: This overview aims to systematically review evidence regarding effects of interventions undertaken in neonatal units to increase breastfeeding in preterm infants.
Methods: We followed Cochrane methodology. Systematic reviews published to 31 October 2022 reporting meta-analysis of effects from original studies on breastfeeding rates in preterm infants of neonatal unit interventions designed to increase breastfeeding were included. 
Results: Avoidance of bottles during breastfeed establishment (comparator breastfeeds with bottle-feeds) demonstrated clear evidence of benefit for any breastfeeding at discharge and exclusive breastfeeding 3 months post-discharge, and possible evidence of benefit for exclusive breastfeeding at discharge, and any breastfeeding post discharge. Kangaroo mother care (KMC) (comparator usual care) demonstrated clear evidence of benefit for any and exclusive breastfeeding at discharge, and possible benefit for any breastfeeding post discharge. Quality improvement (QI) bundle(s) to enable breastfeeds (comparator conventional care) showed possible evidence of benefit for any breastfeeding at discharge. Cup feeding (comparator other supplemental enteral feeding forms) demonstrated possible evidence of benefit for exclusive breastfeeding at discharge and any breastfeeding three months after. Early-onset KMC (commenced &lt;24 hours post-birth), oral stimulation, and oropharyngeal colostrum administration, showed no evidence of benefit. No meta-analyses reported pooled effects for gestational age or birthweight subgroups.
Conclusion: There is ample evidence to support investment in KMC, avoidance of bottles during breastfeed establishment, cup feeding, and QI bundles targeted at better supporting breastfeeding in neonatal units to increase prevalence of breastfeeding in preterm infants and promote equal access to breastmilk. Stratifying effects by relevant subgroups is a research priority.
DOI: 10.21335/nmdc-442913850
title: Modelled trophic interactions and fisheries in the Norwegian and Barents Sea food-web, 1988-2021

description: This dataset is a collection of 1002 reconstruction of trophic (predator-prey) interactions and fisheries catches for the dominant fish and marine mammal species in the Norwegian and Barents Seas from 1988 to 2021. The reconstructions were generated using the CaN modelling framework (doi.org/10.1093/icesjms/fsz173) and the RCaN modelling software (doi.org/10.1101/2021.06.09.447734). The data is provided in Rdata format and can be opened in the programming software R (cran.r-project.org). The file contains a single object which is a list of all the input data used to run the model and all the outputs from the model reconstructions. The publication entitled “A food-web assessment model for marine mammals, fish, and fisheries in the Norwegian and Barents Seas” (doi.org/10.5281/ZENODO.to.be.populated) provides a detailed presentation of the model structure and inputs, and interpretations of the model outputs.
DOI: 10.5281/zenodo.10614635
title: Data for "Deciphering the Bimodal Distribution of Marsquake Spectra"

description: Data sets (both the raw data and the deglitched data in SAC format, after removing the instrument response) for "Deciphering the Bimodal Distribution of Marsquake Spectra"
DOI: 10.5281/zenodo.10614636
title: Data for "Deciphering the Bimodal Distribution of Marsquake Spectra"

description: Data sets (both the raw data and the deglitched data in SAC format, after removing the instrument response) for "Deciphering the Bimodal Distribution of Marsquake Spectra"
DOI: 10.17632/c44rsbnz5v.1
title: Adult rat jejunum and liver histological measurements and gene expression after perinatal exposure 5-hydroxytryptophan and tranylcypromine

description: Maintaining serotonin (5HT) homeostasis is vital for physiological processes in the central nervous system and peripheral tissues. Hyperserotonemia, a measurable sign of 5HT homeostasis disruption that can be caused by 5HT-directed treatments for psychiatric and gastrointestinal disorders, has unresolved implications for long-term 5HT equilibrium in the periphery. This study investigates perinatal 5HT imbalance effects on jejunum and liver in adult rats. Hyperserotonemia was induced by 5-hydroxytryptophan (5HTP) or tranylcypromine (TCP) treatment. At postnatal day 70, jejunum and liver samples were analyzed. Compared to controls, 5HTP and TCP-treated rats showed reduced 5HT-producing cells and decreased jejunum 5HT-synthesizing enzyme expression. Additionally, there was increased 5HT transporter expression with hepatocyte karyomegaly, more pronounced in TCP-treated animals. This study reveals lasting cellular and molecular changes due to perinatal 5HT imbalance, potentially impacting 5HT availability in the periphery. The rat model links developmental serotonin abnormalities to adult 5HT-related changes, offering insights into susceptibility to behavioral and metabolic disorders. It serves as a model for exploring adverse effects of prenatal exposure to 5HT enhancers in humans.

The study involved a two-step chronic treatment of animals with either of the two 5HT enhancers—5-hydroxytryptophan (5HTP) and tranylcypromine (TCP)—or saline. In the first step, pregnant females (3 with each 5HT enhancer and 2 with saline) were treated from gestational day 12 until parturition. In the second step, pups (13 with TCP, 13 with 5HTP, and 11 with saline) were treated from postnatal day (PND) 1 until PND21. At PND70, blood, jejunum, and liver samples were collected from all experimental and control rats. Serum 5HT concentrations were measured with ELISA, and jejunum and liver tissues were examined histomorphologically. The relative expression of genes related to the serotonin pathway proteins, including tryptophan hydroxylase 1 (Tph1) and vesicular monoamine transporter 1 (Vmat1) responsible for serotonin synthesis and storage in the jejunum, and serotonin transporter (5HTt) and monoamine oxidase A (MaoA) responsible for 5HT elimination in the liver, was determined via quantitative PCR.
DOI: 10.17632/hr5h2hcgg4.16
title: Chorological data for the main European woody species

description: The data are organized as a set of ESRI shapefiles (*.shp, *.shx, *.dbf, *.prj files) mapping the distribution ranges of the main European tree and shrub species. For each species and in some cases subspecies, one or more shapefiles have been created containing: a) polygon features (name suffix “plg”), which define continuous areas of occupancy of the species range and b) point features (name suffix “pnt”), which identify more fragmented and isolated populations. For species with reported synanthropic occurrences outside the natural range, an additional point and/or polygon shapefile has also been created (suffix “syn”). Polygon borders delimiting species ranges are generalized across the mainland and sea boundaries. This offers the possibility to mask sea areas or to clip and extract the terrestrial range parts using GIS data layers of the users' choice. An additional version of polygon ranges are clipped with a coastline (name suffix “clip”), which have been derived from Natural Earth dataset "Admin 0 - Countries" 1:50M version 4.1.0 (https://www.naturalearthdata.com). Finally, an accompanying text document is included with the data, which provides more details on methodology and a list of all mapped species with related file names, taxonomical delimitation of the mapped species and references used to compile the respective chorological dataset.
DOI: 10.17632/hr5h2hcgg4.10
title: Chorological data for the main European woody species

description: The data are organized as a set of ESRI shapefiles (*.shp, *.shx, *.dbf, *.prj files) mapping the distribution ranges of the main European tree and shrub species. For each species and in some cases subspecies, one or more shapefiles have been created containing: a) polygon features (name suffix “plg”), which define continuous areas of occupancy of the species range and b) point features (name suffix “pnt”), which identify more fragmented and isolated populations. For species with reported synanthropic occurrences outside the natural range, an additional point and/or polygon shapefile has also been created (suffix “syn”). Polygon borders delimiting species ranges are generalized across the mainland and sea boundaries. This offers the possibility to mask sea areas or to clip and extract the terrestrial range parts using GIS data layers of the users' choice. An additional version of polygon ranges are clipped with a coastline (name suffix “clip”), which have been derived from Natural Earth dataset "Admin 0 - Countries" 1:50M version 4.1.0 (https://www.naturalearthdata.com). Finally, an accompanying text document is included with the data, which provides more details on methodology and a list of all mapped species with related file names, taxonomical delimitation of the mapped species and references used to compile the respective chorological dataset.