cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/xxg8fx97xp.1
title: Unlocking Sclerodermus knowledge: a comprehensive database on this unique quasisocial genus of parasitoids

description: The genus Sclerodermus is unique among parasitoid Hymenoptera because, unlike most solitary species, it exhibits quasi-social behaviour: groups of females parasitise the host, lay eggs on it and work together to take care of the brood. 
Here we have compiled a “Literature-database” of 278 studies from 1800 to 2023. The database was created using different databanks and cataloguing literature from different countries. A total of 28 words were used to form a pool of topics, which were assigned to each publication in order of importance, up to a maximum of four topic words per publication to indicate the principal subjects in the article. Each article was then assigned of one main topic selected among these four. The “Metadata-database” includes metadata from each study in terms of developmental time and brood size. Data (raw and mean) were extrapolated considering also, if detailed, the Sclerodermus species studied, the host species, the number of foundresses, the host size and the rearing conditions in which the tests were carried out (temperature, humidity, and photoperiod). When the data were not explicit in the text or in tables, they were obtained from the graphs, using the ENGAUGER DIGITALIZ application.
DOI: 10.17632/mzn42sf72h.1
title: Total Sleep Deprivation Modulates Working Memory and Depression in Aged Rats

description: Statistical analysis was performed using an independent non-parametric Mann-Whitney U test, p &lt; 0.05 was considered statistically significant. All the data were shown as the mean ± SEM. We have selected Mann-Whitney U to assess the relationship between the variables in our study, with non-normally distributed data and a limited sample size.
DOI: 10.17632/6dfkgnh9bp.1
title: The PANGAEA mineralogical database

description: Future human missions to the surface of the Moon and Mars will involve scientific exploration requiring new support tools to enable rapid and high quality science decision-making. Here, we provide the PANGAEA Mineralogical Database developed by the European Space Agency: a catalog of petrographic and spectroscopic information on all currently known minerals identified on the Moon Mars, and associated with meteorites. It also includes minerals found in the ESA PANGAEA analog sites to broaden the database coverage. The Mineralogical Database is composed primarly of the Summary Catalog of of Planetary Analog Minerals and the Spectral Archive. The Summary Catalog provides essential descriptive information for each mineral, including name (based on IMA recommendation), chemical formula, mineral group, surface abundance on planetary bodies, geological significance in the context of planetary exploration, number of collected VNIR and Raman spectra, likelihood of detection using different spectral methods, and bibliographic references evidencing their detection in extraterrestrial or terrestrial analog environments. The Spectral Archive provides a standard library for planetary in-situ human and robotic exploration covering Visual-Near-Infrared reflective (VNIR) and Raman spectroscopy (Raman). To populate this library, we collected VNIR and Raman spectra for mineral entries in the Summary Catalog from open-access archives, and analyzed them to select the best. We also supplemented this collection with our own bespoke measurements. Additionally, we compiled the chemical compositions for all minerals based on their empirical formula, to allow identification using the measured abundances provided by LIBS and XRF analytical instruments. This version of the PANGAEA Mineralogical Database available here in Mendeley Data is updated to the 8th of June 2020. Any further update can be downloaded directly from the ESA webpage https://atd.eac.esa.int/sites/PANGAEAMinDB where the newest versions will be stored.
DOI: 10.17632/8yzmk4dd7p.2
title: Ballistocardiography sleep dataset

description: Tha dataset contains ballistocardiography signals.

The BCG sensor dataset is obtained from twenty tested individuals. The data collection started when each idnividual lied in the bed and stopped after waking up therefore each dataset contains BCG data of sleeping persons. We used piezoceramic BCG sensors made by Univesity of Hradec Králové, Czech Republic. Four sensors placed under the mattress were used with sampling frequency 330 Hz. Measurement took place in laboratory at University of Ostrava, Czech republic. The data was then processed, the file X.pickle includes the signals after preprocessing using the Cartan Curvature and the Euclidean arc length. The file y.pickle has the class labels, which are the ID of signal holders.
DOI: 10.17632/2845znt54k.1
title: Data for: Regional unit definition for the nucleus of comet 67P/Churyumov-Gerasimenko on the SHAP7 model

description: .vtk files (compatible with ParaView) for visualizing the 67P/Churyumov-Gerasimenko shape model with the region and sub-region definitions (Thomas et al., 2018, submitted to PSS). The files here are the 125k facet models. Higher resolution models will be upload after acceptance of the paper.
DOI: 10.17632/y52ffd3xdc.1
title: Fish Fry Dataset (FFD): used for stocking density control and health assessment

description: This study presents a dataset of 1101 images of largemouth bass (Micropterus salmoides) fry, specifically designed for small target detection under dense scenes. Each image contains a variable number of fish fries ranging from 20 to 80 individuals. To facilitate health assessment in the aquaculture context, a small number of dead fries are also included in each image. The entire dataset is annotated with a total of 51119 live fish fry and 3586 dead ones. In addition, among the 80 images depicting high density scenarios, there is a prevalence of complex situations such as overlapping, occlusion, and adhesion, which brings challenges to the small target detection task. The dataset is annotated using the labelimg tool and converted to the COCO format. The dataset can be applied to a variety of scenarios including seedling rearing, fry purchase and sale, and survival assessment. It is also valuable for biomass estimation and aquaculture density control. In summary, this dataset provides an invaluable resource for the research community, advancing the study of fry counting and fish population health, thereby contributing to the development of intelligent aquaculture.
DOI: 10.17632/w4mv8ypsr3.1
title: Chest-CT Images

description: Computed tomography, more commonly known as a CT or CAT scan, is a diagnostic medical imaging test. Like traditional x-rays, it produces multiple images or pictures of the inside of the body. DICOM Images of 20 Subjects has been collected for the study in which 11 Subjects are identified with Cardiomegaly and 9 Subjects are Healthy.
DOI: 10.17632/6crrpfxvn8.1
title: The Gem Atlas: A Pictorial Database of Precious Stones

description: This database contains a comprehensive collection of 700 images belonging to five diverse types of gemstones namely, Red Coral Moonga (Scientific name: Corallium rubrum) (134 images), Yellow sapphire (Pukhraj) (Scientific name: Hessonite (Gomed)) (158 images), Navi Sankh (Gomati) (Scientific name: Cat’s Eye Shell) (125 images), Blue Sapphire (Neelam) (Scientific name: Corundum) (156 images) and Emerald (Panna) (Scientific name: Beryl) (127 images). 
The images of gemstones which are included in this newly curated database are not present in any of the existing databases and are captured by the curators themselves. 
These images have uniform white background and are captured using the Redmi Note 9 Pro Max is equipped with an advanced camera array consisting of 64MP, 8MP, 5MP, and 2MP lenses, enhanced by Artificial Intelligence (AI) technology.
DOI: 10.17632/prcy36j53v.2
title: Retinal blood vessel segmentation(ROP)

description: Retinal blood vessel segmentation(Retinopathy of Prematurity). The data are free only for academic purpose. Any published work which has used the data, please cite the article below: Wang J, Ji J, Zhang M, Lin JW, Zhang G, Gong W, Cen LP, Lu Y, Huang X, Huang D, et al. Automated Explainable Multidimensional Deep Learning Platform of Retinal Images for Retinopathy of Prematurity Screening. JAMA Netw Open, 2021;4(5):e218758. doi:10.1001/jamanetworkopen.
DOI: 10.17632/crn9b53g7v.1
title: Inherited IL-23R deficiency: single-cell RNA sequencing (scRNASeq) of cryopreserved PBMCs

description: Single-cell RNA sequencing analysis was performed on cryopreserved PBMCs from patients with inherited IL-23R deficiency, together with healthy controls, patients with IL-12Rb1 and IL-12Rb2 deficiencies, and a patient with a heterozygous STAT1 gain-of-function mutation. PBMCs were analyzed either directly after thawing (Baseline) or incubated for 6 hours in vitro with or without recombinant IL-23 (IL23Stim; 100 ng/mL).
DOI: 10.17632/f37cbghz78.2
title: Polygon and Harvest estimates from Updating Swedish hunting harvest estimates of open season game based on new methods and documented data

description: HarvestData.zip contains harvest at the level of Hunting Management Precinct (HMP), County, and total annual harvest estimated with each of the methods described in the associated paper. PolygonData.zip contains shape files with polygons describing updated HMP borders.
DOI: 10.17632/p75hndpk64.1
title: TEORI KETERGANTUNGAN

description: Perspektif ketergantungan baru telah diubah beberapa asumsi dasar dari perspektif klasik ketergantungan. Daripada mengamati ketergantungan sebagai proses yang umum, eksternal dan ekonomi yang mengarah ke daerah polarisasi dan keterbelakangan, teori ketergantungan baru sekarang konsep itu sebagai suatu proses yang secara historis tertentu, internal, sosial-politik yang dapat menyebabkan perkembangan dinamis. Dengan demikian ketergantungan perspektif baru telah mengedepankan konsep asli yang banyak, pengembangan bergantung pada keterkaitan; negara otoriter birokrasi; Aliansi Tripel antara negara, lokal modal dan modal internasional; dan ketergantungan dinamis konsep-konsep baru ini telah membuka baru penelitian perbatasan dan dipromosikan gelombang baru studi empirik pada situasi mengubah ketergantungan di negara-negara dunia ketiga. Membawa sejarah kembali. Studi ketergantungan yang baru telah membayar lebih banyak perhatian secara historis tertentu situasi ketergantungan daripada lakukan studi klasik ketergantungan.
DOI: 10.17632/z6dzdrfcwj.1
title: Data for: Comparison of Coastal Vulnerability Index Applications for Barcelona Province
DOI: 10.17632/8m3dw6zkgc.1
title: A generalised and low-dissipative multi-directional characteristics-based scheme with inclusion of the local Riemann problem investigating incompressible flows without free-surfaces

description: In the present study, we develop a generalised Godunov-type multi-directional characteristics-based (MCB) scheme which is applicable to any hyperbolic system for modelling incompressible flows. We further extend the MCB scheme to include the solution of the local Riemann problem which leads to a hybrid mathematical treatment of the system of equations. We employ the proposed scheme to hyperbolic-type incompressible flow solvers and apply it to the Artificial Compressibility (AC) and Fractional-Step, Artificial Compressibility with Pressure Projection (FSAC-PP) method. In this work, we show that the MCB scheme may improve the accuracy and convergence properties over the classical single-directional characteristics-based (SCB) and non-characteristic treatments. The inclusion of a Riemann solver in conjunction with the MCB scheme is capable of reducing the number of iterations up to a factor of 4.7 times compared to a solution when a Riemann solver is not included. Furthermore, we found that both the AC and FSAC-PP method showed similar levels of accuracy while the FSAC-PP method converges up to 5.8 times faster than the AC method for steady state flows. Independent of the characteristics- and Riemann solver-based treatment of all primitive variables, we found that the FSAC-PP method is 7–200 times faster than the AC method per pseudo-time step for unsteady flows. We investigate low- and high-Reynolds number problems for well-established validation benchmark test cases focusing on a flow inside of a lid driven cavity, evolution of the Taylor–Green vortex and forced separated flow over a backward-facing step. In addition to this, comparisons between a central difference scheme with artificial dissipation and a low-dissipative interpolation scheme have been performed. The results show that the latter approach may not provide enough numerical dissipation to develop the flow at high-Reynolds numbers. We found that the inclusion of a Riemann solver is able to overcome this shortcoming. Overall, the proposed generalised Godunov-type MCB scheme provides an accurate numerical treatment with improved convergence properties for hyperbolic-type incompressible flow solvers.
DOI: 10.17632/xntgmrw6dy.1
title: Dataset on internet addiction among Saint Philip's School students

description: Dataset on internet addiction among Saint Philip's School students
DOI: 10.17632/3k9pw2mgxh.1
title: Geant4-DNA simulations using complex DNA geometries generated by the DnaFabric tool

description: Several DNA representations are used to study radio-induced complex DNA damages depending on the approach and the required level of granularity. Among all approaches, the mechanistic one requires the most resolved DNA models that can go down to atomistic DNA descriptions. The complexity of such DNA models make them hard to modify and adapt in order to take into account different biological conditions. The DnaFabric project was started to provide a tool to generate, visualize and modify such complex DNA models. In the current version of DnaFabric, the models can be exported to the Geant4 code to be used as targets in the Monte Carlo simulation. In this work, the project was used to generate two DNA fibre models corresponding to two DNA compaction levels representing the hetero and the euchromatin. The fibres were imported in a Geant4 application where computations were performed to estimate the influence of the DNA compaction on the amount of calculated DNA damages. The relative difference of the DNA damages computed in the two fibres for the same number of projectiles was found to be constant and equal to 1.3 for the considered primary particles (protons from 300 keV to 50 MeV). However, if only the tracks hitting the DNA target are taken into account, then the relative difference is more important for low energies and decreases to reach zero around 10 MeV. The computations were performed with models that contain up to 18000 DNA nucleotide pairs. Nevertheless, DnaFabric will be extended to manipulate multi-scale models that go from the molecular to the cellular levels.
DOI: 10.17632/9kw6xzmxn3.2
title: Integrated dataset for red tide (Karenia brevis bloom) patterns on the west Florida shelf 

description: This dataset contains integrated red tide (Karenia brevis harmful algal blooms) maps for the West Florida Shelf (24N – 31N, 87W – 81W) every month between 2003 and 2019. The integration is over in situ water sample analysis (which provides K. brevis cell concentration) and satellite data (which provides more frequent and spatial coverage than in situ data) using a practical approach. In situ cell counts data were obtained from a database maintained by the Florida Fish & Wildlife Conservation Commission (https://myfwc.com/research/redtide/monitoring/database/), and satellite data were collected by the Moderate Resolution Imaging Spectroradiometer (MODIS) onboard the Aqua satellite, available through NASA’s OB.DAAC (https://oceancolor.gsfc.nasa.gov). They were integrated to generate monthly maps of K. brevis bloom spatial extent and frequency.
Specifically, the maps are expressed as bloom occurrence frequency (BOF) and bloom intensity (BI). The boundary of bloom locations represents the bloom footprint. Both maps are in imagery format (color coded in png files, MODIS_KB_bloom_WFS_images.zip) and binary format (floating point Geotiff files, MODIS_KB_bloom_WFS_binary.zip).
DOI: 10.17632/6p4v8nssm2.4
title: Data for understanding trust in varied information sources, use of news media, and perception of misinformation regarding COVID-19 in Pakistan

description: The current data from 537 Pakistanis tells us about their trust in different information sources, use of news media, and perception of misinformation regarding COVID-19 in Pakistan. The dataset includes variables such as age, marital status, gender, social class, residential area, trust in source of information, use of news media for coronavirus information, and perception of misinformation regarding COVID-19 in Pakistan. We used Qualtrics to collect data via an online survey that was conducted between 24 April and 12 May 2020. This data will help future research to understand national and international scholarship relating to COVID-19.
DOI: 10.17632/czj4sgnw8d.1
title: Replication package for The Pro-Competitive Consequences of Trade in Frictional Labor Markets

description: Replication package for "The Pro-Competitive Consequences of Trade in Frictional Labor Markets" by Hamid Firooz for publication in the Journal of International Economics. The file "README.txt" describes the replication process.
DOI: 10.17632/79ccm6kfc2.1
title: Data for: Effects of MFHAS1 on Cognitive Impairment and Dendritic Pathology in the Hippocampus of Septic Rats

description: Aims: To investigate the effects of malignant fibrous histiocytoma amplified sequence 1 (MFHAS1) on cognitive dysfunction, the expression of tumor necrosis factor-α (TNF-α), interleukin (IL)-1β and amyloid β peptide (Aβ) in the hippocampus, as well as dendritic pathology in the hippocampal CA1 region in sepsis-associated encephalopathy (SAE) rats. Main methods: The rats were randomly divided into four groups, 1) control group (subjected to sham surgery), 2) control plus Mfhas1 siRNA group (rats received intracerebroventricular injection of Mfhas1 siRNA after sham surgery), 3) CLP plus control siRNA group (rats received intracerebroventricular injection of control siRNA after cecal ligation and puncture (CLP)), 4) CLP plus Mfhas1 siRNA group (rats received intracerebroventricular injection of Mfhas1 siRNA after CLP). The learning and memory capabilities of the rats were examined by means of fear conditioning and Barnes maze test. The concentration of TNF-α and IL-1β was determined by enzyme-linked immunosorbent assay. The efficiency of siRNA transfection, MFHAS1 and Aβ expression were detected by Western blotting. Total branch lengths of the pyramidal dendrites of the CA1 basilar tree and spine density were determined by Golgi staining. Key findings: We observed that MFHAS1 knock-down by Mfhas1 siRNA intracerebroventricular injection could improve cognitive impairment, reduce the expression of TNF-α, IL-1β and Aβ in the hippocampus induced by CLP, and alleviate the dendritic spinal loss of the pyramidal neurons, as well as increase the dendritic branching of the CA1 basilar tree of septic rats. Significance: MFHAS1 knock-down can alleviate cognitive impairment, neuroinflammation and dendritic spinal loss in SAE rats. Key Words: MFHAS1, sepsis-associated encephalopathy, IL-1β, dendritic spine density
DOI: 10.17632/2ccwgyf6cw.3
title: Integrated dataset of partial pressure of CO2 in the western Arctic Ocean from 1994 to 2020

description: This is an integrated dataset of sea surface partial pressure of CO2 (pCO2) measurements in the western Arctic Ocean from 1994 to 2020.
DOI: 10.17632/56nfs5hx9j.1
title: Hourly Steel Industry Energy Consumption Dataset

description: DAEWOO steel industry energy consumption data is used in this study. Data used include lagging and leading current reactive power, lagging and leading current power factor, carbon dioxide (tCO2) emission, and load types.
DOI: 10.17632/5y43cn9x4g.3
title: Data for: Marine and freshwater fishes of Alabama: a revised checklist and discussion of taxonomic issues

description: OVERVIEW
In support of the manuscript by Bagley et al. (2023), this repository provides (1) the final combined database of cleaned FishNet2 collections and SEAMAP records used in our study, (2) the final database subsetted to checklist species, (3) additional supplementary data, and (4) additional discussion in Appendix S1. Supplementary data are provided under separate tabs in a single Excel spreadsheet file named "Bagley_et_al_Supplementary_Data.xlsx." Sites in Figs. 2 and 3 of the manuscript correspond to coordinates in Table S2.  Due to space limitations, the contents of this accession are more fully described in the enclosed PDF file, "Bagley_et_al_Data_Description.pdf."

REFERENCES
Bagley JC, Johnson CC, McGregor SW, Breitman MF, Armbruster JW, Harris PM, O'Neil PE (2023) Marine and freshwater fishes of Alabama: a revised checklist and discussion of taxonomic issues. Zootaxa.
DOI: 10.17632/766s26w2v7.1
title: PGA data of Antarctic carbonaceous chondrites with CI and CM affinity

description: At present, carbonaceous chondrites are classified into nine groups based on their chemical characteristics. Among carbonaceous chondrites, CI and CM chondrites are considered the more primitive meteorites. Currently, there are five known non-Antarctic CI chondrites, and four have been identified among Antarctic meteorites. In this study, elemental analysis was conducted on a total of twelve meteorites, focusing primarily on the major element composition, including four Antarctic CI chondrites and eight others having affinities with CI or CM but insufficiently chemically clarified. The analytical method employed in this study was neutron-induced prompt gamma-ray analysis (PGA), which shares analytical advantages similar to wet chemical analysis. Quantitative values were obtained for 15 elements: Fe, Mg, Si, S, Ni, H, Al, Ca, Cr, Mn, Co, Ti, chlorine, B, and Gd, and almost all of the main constituent elementals were quantified. Comparison with literature values, including those obtained by the wet chemical method, confirmed that the values obtained by the PGA method in this study are sufficiently reliable with the exception of B. Oxygen isotopic compositions of five of the 12 meteorites analyzed, including the Y-86029 meteorite classified as CI, have been reported, and based on the results, a new group name CY was proposed for these meteorites. PGA analysis showed that, in common with the 12 meteorites, H and chlorine are more deplete than those in non-Antarctic CI chondrites. Notably, the degree of this depletion varies significantly between meteorites and exhibits a correlation between the two elements. Petrological and mineralogical observations suggest that these meteorites underwent thermal metamorphism after aqueous alteration on their parent body, being consistent with the observed depletion of chlorine and H. Based on these findings, it was deemed appropriate to classify the analyzed twelve meteorites as CY chondrites. Based on the abundance of Mn and S, it was revealed that these twelve meteorites are classified into two distinct groups. Since the abundance of Mn and S is expected to remain unchanged through aqueous alterations and thermal metamorphism on the parent body, the differences in their abundance likely originated during the formation processes of the parent body, reflecting elemental fractionation during condensation and subsequent accumulation. The Mn and S compositions suggest that the CY chondrites originated from two parent bodies (or parent materials), one formed under conditions similar to non-Antarctic CI, and the other formed through a process intermediate between CM and CI. For facilitating further discussion on CY chondrites, it is proposed to refer to these two groups as CYi and CYm, representing those with compositions closer to CI and CM, respectively.
DOI: 10.17632/xfh8t8568g.1
title: Code & Data for: Fundamental metabolic strategies of heterotrophic bacteria

description: Code & Data for: Fundamental metabolic strategies of heterotrophic bacteria (bioRxiv )