cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.22304539.v1
title: Arabidopsis thaliana time data of all three pipelines

description: Time dataset from all three pipelines.
DOI: 10.6084/m9.figshare.28307189.v1
title: Queries for AI Adoption in Biomedical Research (Scopus)

description: This dataset contains refined Scopus queries used to retrieve publications related to Machine Learning, Transformers, and Generative AI applied to biomedical research. The queries were designed to exclude overlapping technologies and focus on specific adoption periods (2012 for ML, 2017 for TF, and 2018 for GenAI).
DOI: 10.17632/nfp8xcbpjt
title: Functional categorization of the genome of Stenotrophomonas sepilia Alg010 strain

description: Functional categorization of the genome of Stenotrophomonas sepilia Alg010 strain using COG database (Table S1) and the detection of polysaccharide utilization loci (PUL) in the genome of Stenotrophomonas sepilia Alg010 strain using dbCAN-PUL database (Table S2)
DOI: 10.6084/m9.figshare.12149799.v1
title: DRAM PUF Dataset

description: A dataset of Latency PUF responses gathered from DDR3 DRAM.
DOI: 10.6084/m9.figshare.25869190.v1
title: A catalog of CME-ICME Lineup Events

description: This is a catalog for CME events that are observed in-situ by multiple spacecraft. This is version 1.0 and this catalog is created as part of SWATNet project-9, released on 22 May 2024.<b>Note:</b> If you use this catalog for peer-reviewed publication, Please contact ronish@roma2.infn.it to discuss your work and explore the possibility of co-authorship. Additionally, reach out to the same address for your valuable feedback or additional questions about the catalog.<br>
DOI: 10.6084/m9.figshare.28608344.v1
title: <b>SUPLEMENTARY MATERIALS - </b>HEMATOLOGICAL AND BIOCHEMICAL PROFILE OF <i>Callithrix kuhlii</i> (COIMBRA-FILHO, 1985) IN URBAN AND PERI-URBAN AREAS OF SOUTHERN BAHIA, BRAZIL

description: Brazil harbors the greatest diversity of known primates, and among them, the genus <i>Callithrix</i> is particularly notable for its adaptation to urban environments. Despite being endemic to southern Bahia and northeastern Minas Gerais, the Wied's marmoset (<i>Callithrix kuhlii</i>), remains understudied, highlighting the need for baseline health data. This study aimed to characterize the hematological and biochemical profiles of <i>C. kuhlii </i>in urban and peri-urban areas within its distribution range. A total of 106 wild marmosets were captured using Tomahawk traps. Anesthesia was induced via inhalation, and blood samples (3 mL) were collected from the femoral plexus of the individuals. Hematological parameters showed no significant differences between sexes. However, sex-based variations were observed in serum biochemistry, with males showing higher triglycerides and urea levels, possibly influenced by dietary factors and testosterone. This pioneering study establishes essential baseline data on the hematology and biochemistry parameters of C.<i> kuhlii</i> in the wild, supporting future research on its ecology, conservation, and health within the Atlantic Forest.
DOI: 10.6084/m9.figshare.28945844.v1
title: (Near-complete) T2T assembly of the Gila monster

description: Curated genome assembly of a female Gila monster (<i>Heloderma suspectum</i>).Assembled from UL-ONT and phased with HiC data using Hifiasm and scaffolded with HiC data using Pretext.Gene annotations were produced using Liftoff from the Southern Alligator Lizard (<i>Elgaria multicarinata</i>) genome RefSeq annotations (GCF_023053635.1).<br><br>
DOI: 10.6084/m9.figshare.9250289.v1
title: Analytical code and experimental thermography from A widely adaptable analytical method for thermal analysis of flexible electronics with complex heat source structures

description: The supplementary materials contain a maple document and three experimental thermographs. The analytical results can be obtained from the maple code. And all experiment data are extracted from the thermographs which can be opened by the soft ware “IRBIS3 professional”.
DOI: 10.17632/62tfnxs232
title: Data for: Advanced fibrosis of non-alcoholic steatohepatitis affects the significance of lipoprotein(a) as a cardiovascular risk factor

description: Lipoprotein(a) [Lp(a)] is an important independent cardiovascular risk factor. However, Lp(a) levels are lower in patients with chronic liver disease than in healthy subjects. Furthermore, Lp(a) levels decrease as residual liver function declines. Although non-alcoholic fatty liver disease (NAFLD), especially advanced non-alcoholic steatohepatitis (NASH), increases the risk of cardiovascular diseases, the relationship between serum Lp(a) level and NASH is unknown. Thus, we examined the relationship between serum Lp(a) levels and NAFLD and clarified the significance of Lp(a) measurements for cardiovascular disease screening in patients with NAFLD.
DOI: 10.17632/6gdybpjnwh
title: Data for: Application of deep learning models to provide a generalizable approach for cloud, shadow and land cover classification in PlanetScope and Sentinel-2 imagery

description: The dataset consists of PlanetScope and Sentinel-2 derived scenes (i.e. chips) collected over the Wet Tropics of Australia between December 1, 2016 and November 1, 2017. All PlanetScope imagery contains four bands of data: red, green, blue (RGB) and near infrared (NIR), and had a ground sample distance (GSD) of 3.125 m. In contrast, Sentinel-2 imagery was trimmed to contain only RGB and NIR bands, and resampled to 3.125 m resolution to match PlanetScope imagery. Here we refer to the Wet Tropics PlanetScope- and Sentinel-2-derived data as datasets T-PS and T-S2, respectively. The T-PS and T-S2 datasets were generated by splitting satellite imagery with a grid of 128×128 pixels (i.e. 400×400 m) into image scenes, and extracting a random sample of 2.5% and 0.5% scenes per time step, respectively. This resulted in 4,943 and 4,993 image scenes in T-PS and T-S2 datasets, respectively. Datasets T-PS and T-S2 were manually labeled with 12 labels split into three groups: 1) Cloud labels (‘clear’, ‘partly cloudy’, ‘cloudy’, ‘haze’). 2) Shade labels (‘unshaded’, ‘partly shaded’, ‘shaded’), which indicated the level of shade caused by cloud cover on a specific scene. 3) Land cover labels (‘forest’, ‘bare ground’, ‘water’, ‘agriculture’, ‘habitation’). Labels belonging to cloud and shade label groups are mutually exclusive for each scene, that is, each image scene received exactly one shade label and one cloud label.
DOI: 10.17632/myyf72mpw9
title: Power consumption measurements in Finnish grocery stores

description: The data consists of power usage measurements that were gathered from two grocery stores in Oulu, Finland. Store 1 is older than store 2 and the technology used in store 2 was the latest at the time of construction. In both stores the power was measured from different metering points and the total power consumption was calculated by using the data from the submeterings. The dataset for store 1 contains measurements from October 2017 to beginning of June 2018 and for store 2 from May 2017 to beginning of June 2018. For both stores there is a dataset with 15-minute and 1-hour granularity Store 1 Time - the time of the measurement fuel_station - the power consumption of the fuel station by the grocery store refrigerators - power usage of the refrigerators in the store freezers - power usage of the freezers in the store hvac - hvac system power usage sub1, sub2 - other submeterings from the store total - total power consumption of the store Store 2 Time - the time of the measurement refrigeration - the power consumption of the refrigeration system that removes the heat from the cold machines machines - the power usage of the refrigerators and freezers themselves, not including the heat extraction hvac - hvac system power usage store1, store2, cellar - other submeterings from the store total - total power consumption of the store
DOI: 10.17632/y93pffg4zd
title: strcutural network in sz and bd

description: We have calculated structural network connectivity values derived from graph theory. We have used SW values to assess specificity (compariosn between Sz and bipolar patients), chronicity (comparison between FE and chronic SZ patients) and treatment (correlation with AP doses and comparison between BD patients exposed or not to AP).
DOI: 10.6084/m9.figshare.13448261.v1
title: All data.xlsx

description: Data used in 'Rapid evolution of latitudinal clines in growth and defense of an invasive weed'
DOI: 10.6084/m9.figshare.24970794.v1
title: Available data

description: Major and trace elemets of olivine melt inclusions
DOI: 10.15468/dl.d3rnp5
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 ((35.2593 -20.2058,35.9648 -19.5556,35.9648 -16.1504,26.9648 -16.1504,26.9648 -25.1504,35.1352 -25.1504,35.2524 -25.1064,35.8302 -24.5319,35.9648 -24.1383,35.9648 -21.4413,35.6073 -21.0389,35.2593 -20.2058))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013182-250525065834625/datasets/export for details.
DOI: 10.17632/32n5vbvpvk
title: Meitei Mayek Signatures

description: Manipuri signatures used for signature verification and recognition. Data(Genuine Signatures) were gathered from 81 Manipuri individuals and another data gathering process were done where forged signatures for the respective genuine signatures were gathered.
DOI: 10.6084/m9.figshare.24511864.v2
title: Preprocessed sEMG images

description: The dataset contains the part data in our paper "Integrated block-wise neural network with auto-learning search framework for finger gesture recognition using sEMG signals". Please refer to our released code in Github (https://github.com/Shurun-Wang/ALSF).
DOI: 10.6084/m9.figshare.26531110.v1
title: <b>Perception of rural clinical placement among medical students</b><b>: survey</b>

description: 10.6084/m9.figshare.26531083Perception of rural clinical placement by medical students in a limited-resource country, survey dataset
DOI: 10.6084/m9.figshare.5863611.v1
title: Supplementary Material for: Procedures Performed during Hospitalizations for Malignant Pleural Effusions: Data from the 2012 National Inpatient Sample

description: <b><i>Background:</i></b> Malignant pleural effusions (MPE) are a common clinical problem. Little is known about the burden of MPE and of the treatments used to alleviate its symptoms on the United States Health Care System. <b><i>Objectives:</i></b> We aimed to obtain a better portrait of inpatient pleural procedures performed in the United States. <b><i>Methods:</i></b> We conducted a retrospective analysis of MPE-associated hospitalizations using the Healthcare Cost and Utilization Project-Nationwide Inpatient Sample, Agency for Healthcare Research and Quality (HCUP-NIS 2012). Descriptive statistics were used to analyze procedures performed and their complications. Univariate and multivariate logistic regression models were used to explore the relationship between procedures performed and inpatient mortality and length of stay. <b><i>Results:</i></b> Among the 126,825 hospital admissions with a diagnosis of MPE, 72,240 included one or more pleural procedures. Thoracentesis (54,070) was the most frequently performed procedure followed by chest tube placement (23,035), chemical pleurodesis (10,240), and thoracoscopy (6,615). Hospitalization for lung and breast cancer was more likely to include pleural procedures compared to hospitalization for other types of cancer (59.2 and 65.6%, respectively, <i>p</i> &lt; 0.0001). Chemical pleurodesis through a chest tube compared to thoracoscopic chemical pleurodesis was performed more frequently (57 vs. 43%, <i>p</i> &lt; 0.001) and associated with a longer hospital stay (4.9 vs. 5.9 days, <i>p</i> &lt; 0.001). <b><i>Conclusions:</i></b> Hospital admissions for MPE represent a large burden on the US Health Care System. Many hospitalizations are associated with procedures not expected to reduce the recurrence rate of this condition.
DOI: 10.6084/m9.figshare.8235524.v2
title: C57BL/6 and 129 inbred mouse strains differ in Gbp2 and Gbp2b expression in response to inflammatory stimuli in vivo

description: Results from qPCR investigating expression of Gbp1-9 after PAMP, Toxoplasma gondii and Shigella flexneri in vivo stimulation.<br>Results of protein expression blots for Gbp2b and Gbp2 after PAMP, Toxoplasma gondii and Shigella flexneri in vivo stimulation.<br>Results from a digital qPCR investigating copy number of Gbp2b in 129 versus C57BL/6J mice.
DOI: 10.17632/8tf9sspd6b
title: Refractive index of 5 glycols and glycerol versus wavelength and temperature

description: The dataset consists of tables of refractive index values versus wavelength and temperature (n(lambda, T) for 6 hygroscopic organic liquids. Each table corresponds to one liquid: ethylene glycol, diethylene glycol, triethylene glycol, tetraethylene glycol, propylene glycol (propane-1,2-diol), and glycerol. The measurements cover the range from 390 to 1070 nm in wavelength and from 1 to 45ºC in temperature. Each data point corresponds to a mean value of several measurements. The outlaying measurement series were discarded. The accuracy of the refractive index measurement is estimated to be ±0.0003, while the accuracy of the wavelength measurement is ~1%, and the accuracy of the temperature measurement is −0.3/+0.6 K. The measurements were performed with a modified Abbe refractometer, calibrated with water at each temperature. For liquids other than ethylene glycol, the calibration at 1ºC was augmented with that for ethylene glycol. We sampled the following liquids: (i) ethylene glycol, anhydrous, 99.8% Sigma-Aldrich lot # STBG3967V; (ii) diethylene glycol, ≥99.0%, Sigma lot # BCBT4833; (iii) triethylene glycol, 99%, Alfa Aesar lot # 10198029; (iv) tetraethylene glycol, 99%, Alfa Aesar lot # M17E015; (v) propylene glycol (propane-1,2-diol), ≥99.5%, Sigma-Aldrich lot # MKC80613V; (vi) glycerol, BioUltra, anhydrous, ≥99.5%, Sigma lot # BCBS7814V.
DOI: 10.6084/m9.figshare.29098256.v2
title: Supplementary material from "Descending from the trees: A Cretaceous winged ice-crawler illuminates the ecological shift and origin of Grylloblattidae"

description: Supplementary material from "Descending from the trees: A Cretaceous winged ice-crawler illuminates the ecological shift and origin of Grylloblattidae"Article DOI: 10.1098/rspb.2025.0557<b>Supplementary Data 1</b>. CT-scan parameters of <i>Zygogrylloblatta</i> <i>longipalpa</i> gen. et sp. nov.<b>Supplementary Data 2</b>. List of the characters included in the phylogenetic reconstruction of Polyneoptera.<b>Supplementary Data 3</b>. Morphological matrix of Polyneoptera and complete cladograms resulting from the phylogenetic analyses.<b>Supplementary Data 4</b>. List of morphological characters and species for ecological transitions analysis.<b>Supplementary Data 5</b>. Remarks and descriptions in Systematic palaeontology.<b>Supplementary </b><b>Movie</b><b> 1</b><b>. </b>Rendering of abdomen of <i>Zygogrylloblatta longipalpa</i> sp. nov., rotated vertically.<b>Supplementary </b><b>Movie</b><b> </b><b>2</b><b>.</b> Rendering of abdomen of <i>Zygogrylloblatta longipalpa</i> sp. nov., rotated horizontally.
DOI: 10.6084/m9.figshare.14602014.v1
title: Gene database of Severe acute respiratory syndrome (SARS) virus

description: This work presents the gene database of Severe acute respiratory syndrome (SARS) virus. Using annotated genome sequence downloaded from Genbank, an in-house MATLAB genome analysis software parsed the contents into a gene database comprising gene name, gene function, and gene sequence. Overall, the presented gene database of SARS is fundamental to initiating studies in understanding the origins and pathogenic potential of this virus.
DOI: 10.6084/m9.figshare.24123273.v1
title: TerL Protein Alignment

description: Alignment for phage terL sequences used to make tree
DOI: 10.6084/m9.figshare.28674336.v1
title: Additional file 7 of Collateral benefits of ivermectin mass drug administration designed for malaria against headlice in Mopeia, Mozambique: a cluster randomised controlled trial

description: Supplementary Material 7
DOI: 10.6084/m9.figshare.28740223.v2
title: Supplementary Table 1 from Early evolvability in arthropod tagmosis exemplified by a new radiodont from the Burgess Shale

description: Spreadsheet containing table of Mosura specimens and morphometric data.
DOI: 10.6084/m9.figshare.29118017.v1
title: Body-coupled multifunctional human-machine interfaces with S-shaped electrode structure

description: Human-machine interfaces (HMIs) are of paramount importance as they serve as essential conduits between humans and the digital realm. However, contemporary designs suffers from the following issues: large number of electrodes, complex wiring, redundant data, and high power consumption. This work proposes a body-coupled multifunctional HMI with S-shaped electrode structure (SS-HMI). The configuration of gradient resistive elements in the S-shape, in conjunction with a detection strategy founded upon the ratio of relative signal amplitudes, facilitates the effective detection of signals across a range of touch and sliding operations utilizing a mere two sensing electrodes. The experimental results demonstrate that the SS-HMI requires no battery, has remarkable stability (over 400,000 cycle), structural simplicity, rapid response time (approximately 5 ms), ultra-low detection threshold (below 0.015 N), robustness, and high scalability. This work presents a novel concept, demonstrating considerable potential for application in smart wearable devices, mixed reality systems, and ubiquitous sensing terminals.
DOI: 10.17632/5t6kr33yb9
title: Studying effect of sanctions on Russian public companies

description: This dataset contains data on 32 Russian public companies of oil&gas and the metal&mining industries listed on the Moscow Exchange and sanctions imposed on them.
DOI: 10.6084/m9.figshare.19944972.v1
title: Dental findings on face and neck imaging

description: Abstract When it is necessary to evaluate dental structures, the typical method is to obtain intraoral or panoramic X-rays at specialized dental clinics. However, in the daily practice of head and neck radiology, or even general radiology, it is common to encounter clinical situations or examination findings related to dental problems that should not be ignored. Because such problems can often be responsible for the clinical complaints of patients, this review aims to assist radiologists in identifying and describing common dental conditions on computed tomography of paranasal sinuses, face, and neck. It is important for radiologists to have knowledge of dental arch anatomy and its relationships with facial structures, as well as of major dental pathologies, including periapical sclerotic lesions, odontogenic cysts, fistulas, and abscesses, together with knowledge of incidental findings without clinical repercussions, which should be easily identified and stressed by the radiologist when necessary. The imaging methods most commonly used in evaluation of paranasal sinuses and face are computed tomography and magnetic resonance imaging. Those methods allow radiologists to recognize and become familiar with the main dental findings. The description of such findings by a radiologist can lead to a change in treatment strategy.
DOI: 10.6084/m9.figshare.7330367.v1
title: Human Serum Sample during acute ZIKV infection.

description: Human Serum Sample collected during acute ZIKV infection.
DOI: 10.6084/m9.figshare.8342807.v1
title: Replication Package

description: This package contains all the documents required to replicate the studies reported in Paper II, III, IV and V.
DOI: 10.17632/35gmdvfwfj
title: Trips for Medium- and Heavy-Duty Vehicles Across the Six Subregions of the Inland Empire

description: The research conducted by Kimberly Collins, Ph.D., and her team at the William and Barbara Leonard Transportation Center, California State University, San Bernardino, investigates the traffic patterns of medium- and heavy-duty vehicles (MDHDVs) in the Inland Empire (IE) of Southern California. Their study leverages data from proprietary big data vendors to differentiate between long-haul (LH) and regional short-haul (RSH) trips. The use of big data is aimed to overcome challenges in data collection and analysis, such as reliability and accuracy, to improve regional traffic management and planning.
DOI: 10.17632/7zsgswb3x4
title: HUBUNGAN FILSAFAT, PENDIDIKAN, DAN KURIKULUM 

description: Filsafat adalah keajaiban hidup yang nyaris tidak terbayangkan, bahkan oleh imajinasi dan nalar terliar filsuf mana pun. Filsafat hadir dan meruang dalam hidup manusia. Dari waktu ke waktu, filsafat terus-menerus berkembang sesuai dengan perkembangan dan perubahan yang terjadi pada dunia manusia. Oleh karena itu, filsafat selalu menjadi landasan di berbagai bidang kehidupan, termasuk dalam dunia pendidikan. 
Dengan demikian, pendidikan tidak lain adalah spekulai filsafat akan hidup manusia. Dalam kepentingan itulah, pendidikan kemudian lahir sebagai proses pengajaran atau transformasi nilai-nilai keteladanan hidup di satu sisi dan peningkatan nilai-nilai keteladanan hidup di sisi lain melalui desain kurikulum pendidikan. Makna pendidikan dalam filsafat tidak pernah menjadi sesuatu yang lain selain sebuah upaya untuk membangun tata hidup dan berkehidupan manusia yang ada. Makna fungsi ini memiliki kemiripan yang hampir sama dengan manfaat fungsi ilmu dan pengetahuan bagi hidup manusia, yaitu membangun hidup manusia agar hidup manusia semakin baik dan ideal di satu sisi, dan mampu menjaga kualitas-kualitas hidup yang telah dicapainya di sisi yang lain.
DOI: 10.17632/k36wnd6knb
title: A Machine Learning Dataset for Classification of Common Coffee Leaf Diseases in Uganda.

description: This dataset provides a well-structured collection of 3,312 labeled images of coffee leaves captured from farms in Uganda. The images are categorized into three main classes: Healthy, Coffee Leaf Rust , and Phoma disease. Each class is stored in separate folders to facilitate easy retrieval and processing. All images are in JPEG format with a resolution of 256 × 256 pixels. The Healthy folder contains 1,179 images of disease-free coffee leaves, the CLR folder holds 1,023 images of leaves affected by Coffee Leaf Rust, and the Phoma folder contains 1,110 images showing Phoma disease symptoms. Image augmentation techniques, including rotation, flipping, and brightness adjustment, were applied to address class imbalance and increase dataset diversity for machine learning tasks. This dataset is valuable for research in computer vision applications like image classification and disease detection in coffee plants.
DOI: 10.6084/m9.figshare.14382758.v4
title: PISCO_HyM_GR2M_v1.1

description: The<b> PISCO_HyM_GR2M</b> product (Llauca et al., 2021) was developed using gridded (0.1º x 0.1º) meteorological data of precipitation and evapotranspiration from the PISCO dataset (Aybar et al., 2019) of SENAMHI and the conceptual GR2M hydrological model in 3,594 sub-basins and river streams in Peru including transboundary basins (https://hllauca.github.io/PISCO_HyM_GR2M_map/), through a regionalization approach using the Fourier Amplitude Test (FAST) method and two hydroclimatic indices.<br>This new product contains monthly data from January 1981 to March 2020 for the following variables:- PR or precipitation at the sub-basin level in [mm/month].- AE or actual evapotranspiration at the sub-basin level in [mm/month].- SM or soil moisture at the sub-basin level in [mm/month].- RU or runoff at the sub-basin level in [mm/month].- QR or discharge at the river stream level in [m<sup>3</sup>/s].<br>For more details about the data please see the 'Readme.txt' file.