cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/vkzpkd8y84.3
title: Gender Empowerment Measure: Concept and Framework

description: Data discusses about the evolution of conceptual framework on gender empowerment measure having global acceptance along with different indices of gender empowerment discuss by different world organization. In addition this paper also elaborated on Gender Empowerment Measure (GEM) developed by UNDP; GEM Indicators; Methodology for Calculation of GEM and Global Development in Gender Empowerment with focus on Global performance Economic Participation and Opportunity & Political Empowerment.
DOI: 10.17632/xv3kdy7r6k.5
title: PLDD: Pashtu Language Digits Dataset

description: We introduce a real Pashtu handwritten numerals dataset  of scanned images and make publically available for research and scientific use. Although more  than fifty million people in the world use this language for written and oral communication, no significant efforts are devoted to the Pashtu Optical Character Recognition (POCR). We present a database which will help in development  of POCR.
DOI: 10.17632/k9pvh7rc9n.3
title: Database_Perceptive-Axiological Model (PAM)

description: Database_Perceptive-Axiological Model (PAM)
DOI: 10.17632/t97vfz5xpx.2
title: WSDA Shrimp Coring Project

description: Burrowing shrimp (primarily Neotrypaea californiensis) were sampled with manual cores (70 cm depth, 12.7 cm diameter) on shellfish beds in Grays Harbor and Willapa Bay, Washington, USA. We recorded the number of holes counted in a 0.25m2 quadrat and cored 5 times (at the center and corners of the quadrat), for 10 or 20 samples on each aquaculture bed. Shrimp from each sample were counted and recorded by size class in terms of carapace length: recruit (R, carapace length <4.14 mm, dry mass 0.01 g), extra small (XS, <8.28 mm, 0.09 g), small (S, <12.49 mm, 0.4 g), medium (M, <17.42 mm, 0.91 g), large (L, >17.42 mm, 1.53 g). Sediment was collected to measure organic content by loss-on-ignition and grain size (dry-sieved, Wentworth scale). Data from each sample includes GPS location (WGS84), burrowing shrimp per 5-core sample in each size class, proportion of ashed sediment in each grain size category, and proportion organic in sediment. One site was sampled in both November and May; the other 13 sites were sampled once between September 2020 and June 2021. Sites differed in both shrimp densities and sediment properties, but not in ways related to each other. In contrast, within sites showing a range of shrimp densities, sediment organic content was negatively related to shrimp density.
DOI: 10.17632/tcx26rtxf8.1
title: Vène et al. CPB- and GBVA-derived peptides trigger efficient cell internalization of bioconjugates and functionalized PMLABe-based nanoparticles in human hepatoma cells

description: In order to identify peptides selected from the literature that exhibit the strongest tropism towards human hepatoma cells, cell uptake assays were performed using biotinylated synthetic peptides bound to fluorescent streptavidin or engrafted onto nanoparticles (NPs) prepared from biotin-poly(ethylene glycol)-block-poly(benzyl malate) (Biot-PEG-b-PMLABe) via streptavidin bridging. Two peptides derived from the circumsporozoite protein of Plasmodium berghei- (CPB) and George Baker (GB) Virus A (GBVA10-9) strongly enhanced the endocytosis of both streptav-idin conjugates and NPs in hepatoma cells compared to primary human hepatocytes and non-hepatic cells. Unexpectedly, the uptake of CPB- and GBVA10-9 functionalized PEG-b-PMLABe-based NPs by hepatoma cells involved, at least in part, the peptide binding to apolipoproteins, which would promote NP’s interactions with cell membrane receptors of HDL particles. In addition, CPB and GBVA10-9 peptide-streptavidin conjugates favored the uptake by hepatoma cells over that of human macrophages, known to strongly internalize nanoparticles by phagocytosis. These two peptides are promising candidate ligands for targeting hepatocellular carcinomas.
DOI: 10.17632/jjss3v4knw.1
title: Field investigation of maternal antibody transfer and decay rates in selected chicken breeder flocks and progeny

description: Table 1: Infectious bursal disease antibody ELISA titers in serum of parent stocks.
Table 2: Infectious bursal disease antibody ELISA titres in Egg yolk.
Table 3: Infectious bursal disease antibody ELISA titres in day-old chicks.
Table 4: Infectious bursal disease antibody ELISA titres in 7-day-old chicks.
DOI: 10.17632/r73bymhmmv.1
title: INNOVATION CAPABILITY DETERMINANTS: LITERATURE REVIEW BASE

description: This dataset presents the results of a systematic literature review of the determinants related to innovation capability. Three main mechanisms evaluate this capacity: (1) Global Innovation Index published by the World Intellectual Property Organization; (2) Global Competitiveness Index 4.0; and (3) Furman et al., 2002. From previous work, 14 variables were identified as associated with these three mechanics used to assess the innovation capacity of a nation. 
These variables are (1) Openness to international trade and investment; (2) the percentage of R&D funded by private industry; (3) full-time R&D personnel; (4) strength of protection for Intelectual Property; (5) the percentage of R&D performed by universities; (6) utility models by origin; (7) gross expenditure on R&D, % GDP; (8) university-industry R&D collaboration; (9) expenditure on education, % GDP; 10) QS university ranking, top 3; (11) state of cluster development and depth; (12) co-inventions (co-creations); (13) scientific and technical articles (citations of patents in collaboration between university and industry); and (14) trademarks applications. 

This literature review comprises part of previous work published on “(DATASET) INNOVATION CAPABILITY: DETERMINANTS RELATIONSHIPS”, Mendeley Data, V2, doi: 10.17632/dj4xnpgsnm.2.
DOI: 10.17632/6bzs6b9vmv.1
title: Hyperhidrosis is associated with sleep disturbances, daytime tiredness, stress, and depression: a retrospective cohort study from the Danish Blood Donor Study

description: Supplementary material and tables
DOI: 10.17632/sm4y3wmg3z.2
title: High-salt avoidance in a blood feeder 

description: Data for Pontes et al 2021
DOI: 10.17632/pxmmmpvkgh.1
title: Grapevine Leaves Image Dataset

description: KOKLU Murat (a), UNLERSEN M. Fahri (b), OZKAN Ilker Ali (a), ASLAN M. Fatih(c), SABANCI Kadir (c)
(a) Department of Computer Engineering, Selcuk University, Turkey, Konya, Turkey
(b) Department of Electrical and Electronics Engineering, Necmettin Erbakan University, Konya, Turkey
(c) Department of Electrical-Electronic Engineering, Karamanoglu Mehmetbey University, Karaman, Turkey
DATASET: https://www.muratkoklu.com/datasets/
Citation Request :
Koklu, M., Unlersen, M. F., Ozkan, I. A., Aslan, M. F., & Sabanci, K. (2022). A CNN-SVM study based on selected deep features for grapevine leaves classification. Measurement, 188, 110425. Doi:https://doi.org/10.1016/j.measurement.2021.110425
Link: https://doi.org/10.1016/j.measurement.2021.110425
DATASET: https://www.muratkoklu.com/datasets/

Highlights
• Classification of five classes of grapevine leaves by MobileNetv2 CNN Model.
• Classification of features using SVMs with different kernel functions.
• Implementing a feature selection algorithm for high classification percentage.
• Classification with highest accuracy using CNN-SVM Cubic model.

Abstract: The main product of grapevines is grapes that are consumed fresh or processed. In addition, grapevine leaves are harvested once a year as a by-product. The species of grapevine leaves are important in terms of price and taste. In this study, deep learning-based classification is conducted by using images of grapevine leaves. For this purpose, images of 500 vine leaves belonging to 5 species were taken with a special self-illuminating system. Later, this number was increased to 2500 with data augmentation methods. The classification was conducted with a state-of-art CNN model fine-tuned MobileNetv2. As the second approach, features were extracted from pre-trained MobileNetv2′s Logits layer and classification was made using various SVM kernels. As the third approach, 1000 features extracted from MobileNetv2′s Logits layer were selected by the Chi-Squares method and reduced to 250. Then, classification was made with various SVM kernels using the selected features. The most successful method was obtained by extracting features from the Logits layer and reducing the feature with the Chi-Squares method. The most successful SVM kernel was Cubic. The classification success of the system has been determined as 97.60%. It was observed that feature selection increased the classification success although the number of features used in classification decreased.
Keywords: Deep learning, Transfer learning, SVM, Grapevine leaves, Leaf identification
DOI: 10.17632/9x65dr6mzj.1
title: Floreste et al. (2022) - Time course of splenic cytokines - raw data

description: This is the raw data set used in the analysis from the manuscript "Time course of splenic cytokine mRNA and hormones during an LPS-induced inflammation in toads" by Felipe Floreste et al., published through DOI: https://doi.org/10.1093/icb/icac013
This table contains values of splenic cytokines mRNA levels of Rhinella diptycha toads injected with LPS or saline and individually sampled 1h, 3h, 6h and 18h post-injection. Values are expressed as fold-change (FC) relative to the gene expression of housekeeping gene β-actin.
DOI: 10.17632/f9j8tb84rv.1
title: Supplemental Figure

description: Mucocutaneous manifestations of macronutrient and micronutrient deficiencies.
DOI: 10.17632/7zkc9bm959.1
title: TPS_files_Tridacna_maxima_shells

description: These datasets are Thin Plate Spline files containing shape coordinates (geometric morphometrics) of right and left valves of specimens of the small giant clam Tridacna maxima from central and north east Red Sea.
DOI: 10.17632/x5bvj2wzkc.1
title: Dataset_JAAD-D-21-02742R2

description: This is a supplementary material for the article JAAD-D-21-02742R2, Associations of Combined Lifestyle and Genetic Risks with Incident Psoriasis: A Prospective Cohort Study among UK Biobank Participants of European Ancestry.
DOI: 10.17632/xb6jvfwmfk.1
title: Nutrient and Metal Amounts in Permafrost and Active Layer Soils at the Stordalen Mire, Abisko Sweden

description: We assessed how nutrients, solutes, and metals vary in permafrost soil and in the active layers across four plant communities undergoing permafrost thaw at the Stordalen Mire in Abisko Sweden. We hypothesized that nutrient availability shifts from low nitrogen and phosphorus to high nitrogen and phosphorus amounts across plant communities with increasing thaw depth.  Although nutrient availability did not shift from low to high nitrogen and phosphorus across plant communities with increasing thaw depth as hypothesized, nutrient availability immediately increased in the thaw front (rich Sphagnum lawn), and returned to low nitrogen and phosphorus availability in the tall graminoid fen, where permafrost was no longer intact. Despite high amounts of acid digestible phosphorus, available P (Presin) amount was low in the permafrost and tall graminoid fen soils, likely due to P sorption with iron. While permafrost soils had high amounts of nitrogen, phosphorus, and metals, dissolved organic carbon amounts were low.
DOI: 10.17632/rd5fn5xbx8.1
title: The Insect Melanization Response in Galleria mellonella is Directly Fungicidal 

description: A key component of insect immunity is melanin encapsulation of microbes. Melanization is also a part of an immune process known as nodulation, which occurs when insect hemocytes surround microbes and produce melanin. Insect nodules are analogous to mammalian immune granulomas. Melanin is believed to kill microbes through the production of toxic intermediates and oxidative damage. However, it is unclear to what extent immune melanin is directly fungicidal during infections of insect hosts. We reported previously that C. neoformans cells are encapsulated with host-derived melanin within hemocyte nodules. Here we report an association between melanin-based immune responses by Galleria mellonella wax moth larvae and fungal cell death of C. neoformans during infection. To monitor melanization in situ, we applied a tissue-clearing technique to G. mellonella larvae, revealing that nodulation occurs throughout the organism. Further, we developed a protocol for time-lapse microscopy of extracted hemolymph following exposure to fungal cells, which allowed us to visualize and quantify the kinetics of the melanin-based immune response. Using this technique, we found evidence that cryptococcal melanins and laccase enhance immune melanization in hemolymph. We used these techniques to also study the fungal pathogen Candida albicans infections of G. mellonella. We find that the yeast form of C. albicans was the primary targets of host melanization, while filamentous structures were melanin-evasive. Approximately 23% of melanin-encapsulated C. albicans yeast survive and break through the encapsulation. Overall, our results provide direct evidence that the melanization reaction functions as a direct antifungal mechanism in insect hosts.
DOI: 10.6084/m9.figshare.19426739.v2
title: Dataset of the PNAS article titled 'Accurate Virus Identification with Interpretable Raman Signatures by Machine Learning'

description: <b>About Dataset</b><br>Context<br>The dataset is acquired via the VIRRION platform designed for label-free capture and enrichment of viruses. It consists of Raman spectra of three groups of RNA viruses, including human respiratory viruses (influenza A H1N1 and H3N2, influenza B, rhinovirus, respiratory syncytial virus (RSV)), avian respiratory viruses (influenza A H5N2 and H7N2, infectious bronchitis virus (IBV), reovirus), and human enteroviruses (Coxsackievirus B type 1 and 3 (CVB1, CVB3), enteroviruses EV70 and EV71).<br>Content<br>Each row in the dataset describes:<br>1. the intensity of a raman spectrum at each wavenumber specified by the numerical column names;2. the corresponding label (virus type/subtype) of each raman spectrum specified by the column name 'label';<br>Acknowledgements<br>...<br>
DOI: 10.17632/t2wn6zvy2g.3
title: Evolution of barchan dune interactions investigated by a downscaled water tunnel experiment: the temporal characteristics and a soliton-like behavior

description: The downscaled water tunnel experiment can achieve local similarity in sand dune morphology with the field results while avoiding the large spatiotemporal scales in field observations. A classic example is the solitary-wave-like behavior of dunes. A small dune merges in the upstream face of a large dune and pushes out a dune of similar size from the leeside of the large dune, which appears as if this small dune goes straight through the large one under monochromatic conditions. For this phenomenon, the existence in water tunnel experiments has been confirmed before the satellite image evidence was established. Aside from the solitary-wave-like behavior, researchers have discovered several different dune interaction patterns through water tunnel experiments, which are affected by various factors, such as flow rate and initial mass ratio of the two dunes. Assumptions show that when two dunes are close in size, they keep moving at the same celerity because the size of a dune is inversely proportional to its speed. In this paper, a new pattern emerges unexpectedly because of the flow structure between the two dunes. Specifically, the tip of the downstream dune is captured by the reversing flow produced by the upstream dune and disengages from the body of downstream one under the conditions of suitable mass ratio and spacing. Together with the upstream dune, this tip dune displays an amazing soliton-like behavior. Different from the abovementioned solitary-wave-like behavior, this soliton realizes the mutual crossing of dunes and the maintenance of self-mass at the same time within a certain space-time range. The reasons for its occurrence and the conditions affecting its survival are analyzed.The data includes an XLS documenting the collision pattern versus the initial mass ratio for a total of 95 cases, 15 representative collision cases (GIFs and TIFF images), and 19 other selected GIFs.
DOI: 10.17632/p9c35m67hj.1
title: Nonrefractory submicron aerosols

description: nonrefractory submicron aerosols, including organics, sulfate, nitrate
DOI: 10.17632/9z7xzvtsd2.3
title: Organizational Culture

description: The data consists of 2 sections: (i) Ten demographic profile of teachers (ii) Thirty items responses of values and beliefs of organizational culture measured from OCTAPACE scale. Dataset consists of 1158 responses from self-reported questionnaire. The respondents are school teachers.
DOI: 10.5281/zenodo.6419029
title: PEMA databases

description: In this repo, the CREST and the RDPTClassifier oriented databases unsed in PEMA will be versioned. Training the CREST algorithm for the PR2 database output files have been added. The Silva 138 version has been fixed.
DOI: 10.17632/6yrdmwydzj.2
title: Supplement for "Delgocitinib ointment in pediatric patients with atopic dermatitis: a phase 3, randomized, double-blind, vehicle-controlled study and a subsequent open-label, long-term study"

description: Supplementary Information and Results - Nakagawa H, et al. Delgocitinib ointment in pediatric patients with atopic dermatitis: a phase 3, randomized, double-blind, vehicle-controlled study and a subsequent open-label, long-term study.
Change in Version 2:
- Correction of the values of "Expose duration" in Supplementary Table I
DOI: 10.17632/nwzd78r9ph.1
title: Some statistics of forest resources accounting

description: Here are some statistics on forest resource value accounting collected and integrated through multiple channels.
DOI: 10.17632/6ncwmyx6y4.2
title: Dataset on the determinants of willingness to continuously use financial technology among Indonesian university students

description: The dataset examines the two factors of perceived benefit and perceived risk that influence millennials Indonesian university student’ willingness to continuously continuance use financial technology.
DOI: 10.17632/9zsdxj58cg.1
title: How to motivate 'scientific stars' to keep high research performance - the perspective of authorities of public technical universities.

description: Table S1. Top 10 Polish researchers in terms of scholarly output and number of citations retrieved from Scival (2011-2020).
Table S2. Top 10 Institutions of scholarly output and citations retrieved from Scival (2011-2020).
Table S3. Top 10 researchers in terms of scholarly output and number of citations retrieved from Scival (2011-2020).
Table S4. Descriptive statistics comparing Poland to the world retrieved from Scival (2011-2020). 
Table S5. Top 10 Polish Institutions of scholarly output and citations retrieved from Scival (2011-2020).
DOI: 10.17632/cs72xnsz7k.1
title: NOMAD LNO channel nadir data Ice Index and SAM Similarity Index seasonal maps of MY34 - MY35 [Dataset]

description: Seasonal maps of the Ice Index and SAM similarity Index described in the paper by Oliva et al. (2022) - "Martian CO2 ice observation at high spectral resolution with ExoMars/TGO NOMAD". The maps are provided in binary BSQ (band sequential) format and can be opened with any data processing language (e.g. IDL, MATLAB). See the file "Oliva_et_al_2022_DATA_README.txt" for details.
DOI: 10.17632/2vb6225kp5.1
title: MSH phase picks, 2017 Summer

description: P and S phase picks for local seismicity at Mt. St. Helens in the summer of 2017.
DOI: 10.6073/pasta/48fab4391a515a9b04ec7d618741e895
title: Annual Aboveground Net Primary Productivity by plant functional groups across grassland-shrubland ecotones at 3 sites in the Jornada Basin, 2006-ongoing

description: The objective of this ongoing study is to investigate how pulses of precipitation translate into pulses of plant aboveground net primary productivity (NPP) across grassland to shrubland ecotones in the northern Chihuahuan Desert. This dataset consists of annual aboveground net primary productivity estimates by plant functional groups in three habitat vegetation zones (grassland, ecotone, and shrubland) at three grassland-to-shrubland ecotone sites in the Jornada Basin, Dona Ana County, New Mexico, USA. The annual ANPP estimates are derived from plant cover measurements (see methods). Due to its growth form, Yucca elata (YUEL), in the leaf succulent functional group, has been found to produce large errors in interyear biomass estimates. This data package separates biomass estimates for YUEL and non-YUEL leaf succulents so that users can decide whether to combine them or keep them separate. In general, the authors recommend against using the YUEL estimates for most purposes. Data collection is ongoing with new observations in spring and fall of each year; data from both annual sampling times are required to estimate annual ANPP.
DOI: 10.17632/rmycjhph5t.1
title: DATASET OF POLLUTANTS IN ORGANIC AND NON-ORGANIC FOOD-corr

description: Organic and non-organic equivalent corresponding type of foods were assessed for pollutants, 24 polycyclic aromatic hydrocarbons (PAHs), 800 pesticides and 11 heavy metals. In total, 35 samples of sausages and cheeses were tested from three western European countries, Spain, France, and Germany.  With small corrections on smoked and non-smoked samples in Table 1 in comparison to version 1, and light updates.
DOI: 10.17632/57pzfs9vgg.2
title: Monolithic Sliding Stability Probability of Layered-Soil Slope Supporting Designs with Corrected Parameters

description: Various design stability probabilities are compared based on modified geotechnical parameters. These comprehensive stability probability calculation methods can explore well the variation of stability probability of wall-retained slope engineering caused by RVs.
DOI: 10.17632/v3sdpfhzj9.1
title: Replication Data for "The Intergenerational Mortality Tradeoff of COVID-19 Lockdown Policies"

description: The replication data for "The Intergenerational Mortality Tradeoff of COVID-19 Lockdown Policies"
DOI: 10.17632/83mk5k2v83.1
title: Yeast and fruit fly mutual niche construction and antagonism against mould

description: This file provides raw data analysed and published in:
Chakraborty et al. Yeast and fruit fly mutual niche construction and antagonism against mould. Functional Ecology 2022
DOI: 10.17632/6t9nkcgjsp.1
title: Interaction of Human Phospholipid Scramblase 1 with Cholesterol via CRAC Motif is Essential for Functional Regulation and Subcellular Localization 

description: Raw data for the paper IJBIOMAC-D-21-11227
DOI: 10.17632/z7y4t6jmwb.1
title: 3D ERT hillfort fortifications

description: 3D ERT hillfort fortifications
DOI: 10.17632/shpnk2zd9j.1
title: Self-perception of vulnerability in patients in phase I cancer trials: a study from Argentina. 

description: Objective: different studies have suggested that patients with advanced cancer consider that their fragile health situation may not necessarily diminish their ability to assess the risks and benefits of research and to make autonomous decisions. However, little is known about this self-perception of vulnerability and decision-making capacity of Latin American patients. The aim of the study was to explore the self-perception of vulnerability in patients with advanced cancer disease from Argentina, and to analyze whether the scarcity of therapeutic options limits voluntariness and predisposes them to exploitation. Methodology: through a semi-structured interview carried out with 11 patients with advanced oncological disease from Buenos Aires we explored the objectives of participation in research, the capacity for self-determination, the understanding of information, the voluntary nature of decisions and the expected benefits. Results: our findings suggest that the fears in relation to the possible exploitation of seriously ill patients are not shared by the patients themselves, who consider themselves autonomous to make an adequate balance between risks and benefits and decide in the sense of their own interest.