cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7910/dvn/qkd452
title: The prevalence of and factors associated with the discordance between perceived and actual HIV risk among undergraduates in mainland China

description: Y: Risk discordance=1, Risk concordance=0
X1: Sexual orientation 1=Non-heterosexual men, 2=Non-heterosexual women, 
3=Heterosexual men,4=Heterosexual women
X2: Grade 0=Freshmen 1=Non-freshmen
X3: Age at first sex (Years) 0=15 (Late) 1=14 (Early)
X4: Residential areas: 0=Rural, 1=Urban
X5: Major 0=Non-Medical 1=Medical
X6: HIV-related knowledge 0=Low 1=High
X7: HIV-related stigma 0=High 1=Low 
X8: Self-efficacy of condom use 0=Low 1=High
X9: Testing history 0=Never 1=Ever
X10: Awareness of the national AIDS policy 0=No 1=Yes
DOI: 10.7910/dvn/27802
title: Replication data for: Agglomerative Forces and Cluster Shapes

description: Kerr, William R., and Kominers, Scott Duke, (2015) "Agglomerative Forces and Cluster Shapes." Review of Economics and Statistics 97:4, 877-899.
description: Volume 97, Issue 4
DOI: 10.15468/dl.2eanj7
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Actinidia arguta",
 "Country is Norway",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049720-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/k8xyz8jr7j
title: Effect of couplant materials on signal transmission

description: - The signal response of four different couplant materials, namely acrylic adhesive pads, honey, vaseline and hot glue, when stimulated by ultrasonic signals, was recorded using a laser Doppler vibrometer. A reference measurement without any coupalnt materials on the measuring side was also conducted. The data is stored in the directory "Laser_Doppler_vibrometer_measurements" organized by each couplant material. 
- Additionally, the impact of these couplant materials on signal transmission in a piezoelectric sensor was analyzed through acoustic emission measurements. The data is stored in the directory "AE_measurements" sorted for each couplant material.
DOI: 10.6084/m9.figshare.14223014.v1
title: Dataset_IJERPH_2021

description: This was a seven-year prospective study (baseline: 2009 to 2012; follow-up: 2016 to 2019) in older women (<i>n </i>= 178, baseline age = 62.8 ± 4.1 years). Baseline and follow-up adiposity (bioelectrical impedance) and baseline physical activity, sedentary behavior (accelerometers), and intrapersonal and built environment (Neighborhood Environment Walkability Scale questionnaire) variables were included.
DOI: 10.17632/3vp8cfd69c
title: State-of-charge estimation of medium and high voltage batteries using LSTM neural networks optimized with genetic algorithms - CODE and DATA

description: The research focuses on predicting the battery’s state-of-charge by using historical SOC data as training input, comparing two predictive techniques: LSTM neural networks optimized with genetic algorithms (LSTM+GA) and multiple linear regression (MLR). The results show that the LSTM+GA model presents superior metrics (MSE: 0.0223; RMSE: 0.1494; MAE: 0.181) in comparison with the MLR model (MSE: 0.1590; RMSE: 0.3987; MAE: 0.2925), excelling in solving complex and nonlinear problems.
DOI: 10.17632/ckj5vrb8wm
title: GnRH stimulation test in female patients with FHA

description: Aims: Functional hypothalamic amenorrhea (FHA) is a common cause of secondary amenorrhea. Nearly 50% of FHA-women reveal polycystic ovarian morphology (PCOM), a known risk factor for ovarian hyperstimulation syndrome (OHSS). However, when undergoing IVF, gonadotropin releasing hormone-agonist (GnRH-a) triggers are currently not recommended for FHA patients, since an inadequate endogenous surge in luteinizing hormone (LH) is expected. We aimed to challenge this concept and evaluated LH levels after GnRH stimulation in women with FHA with and without PCOM. 
Materials and Methods: In a retrospective cohort study, 82 women with FHA, who underwent a GnRH stimulation test (1mg intravenous gonadorelin), were included. Stimulated LH level was the main outcome parameter.
DOI: 10.17632/d8xmt62y4k
title: Uncovering the Transition between Hydrothermal Carbonization and Liquefaction using differential scanning calorimetry

description: Data and code relative to "Uncovering the Transition between Hydrothermal Carbonization and Liquefaction using differential scanning calorimetry".
Authors: Matteo Pecchi, Alessandro Cascioli, Alex R. Maag, Jillian L. Goldfarb, Marco Baratieri.

Dataset is not public yet.
DOI: 10.17632/hr6vtfrwv7
title: Calibrated coefficients for high-resolution downscaling: A 1-km gridded daily dataset of temperature and precipitation across the Contiguous United States from NMME Seasonal forecasts

description: The coarse resolution of the North American Multi-Model Ensemble (NMME) often introduces biases and uncertainties when applied to regional and local scales, limiting its applications in crop modeling and irrigation management. To address these limitations, we employed a statistical downscaling method with bias correction for both mean and variability. This approach was applied to the Canadian Coupled Climate Model version 4 (CanCM4), a representative model within the NMME, to generate 1-km gridded daily weather projections for maximum and minimum air temperatures and precipitation across the contiguous United States (CONUS). The downscaled hindcast projections were calibrated using the Daily Surface Weather and Climatological Summaries (DAYMET) dataset. This dataset provides the calibrated coefficients necessary to produce 1-km gridded daily weather projections, offering a valuable resource for applications such as regional crop modeling and irrigation management. Details can be found in our paper: Su, Q., Ale, S., Himanshu, S., Singh, J., and Singh, V.P. (2025). Calibration and bias correction of seasonal weather forecasts from the North American Multi-Model Ensemble: Potential applications for regional crop modeling and irrigation management. Journal of Agricultural Science 1-14. https://doi.org/10.1017/S0021859625000139
DOI: 10.17632/cpm7y44746
title:  Dataset for Adulterated Red Chilli Powder with Brick Powder

description: It contains high-quality images of Red Chilli Powder adulteration with Red Brick Powder at 12 different proportions:- 0%, 5%, 10%, 15%, 20%, 25%, 30%, 35%, 40%, 45%, 50%, and 100% adulterant.
DOI: 10.17632/fdmfjpyxr7
title: Dataset on the Impact of Brand Virtual Spokesperson Image Characteristics on Consumer Purchase Intention

description: A multidimensional dataset to systematically examine how virtual brand ambassador characteristics influence consumer purchase intentions, focusing on key determinants including anthropomorphism, authenticity, interactivity, relevance, homogeneity, brand identification, brand attachment, idolatry, and anime-related attributes. Data were collected through a multi-platform online survey distributed via WeChat, QQ, and Weibo, yielding 209 validated responses spanning 31 provincial-level administrative regions across mainland China. The resulting dataset provides valuable insights for enterprises contemplating virtual spokesperson adoption by informing feature selection strategies, while also offering empirical support for existing virtual brand practitioners to optimize ambassador effectiveness. Furthermore, it contributes to academic research by advancing understanding of human-computer interaction dynamics in digital marketing contexts.
DOI: 10.17632/gk2g6vsrym
title: Practices associated with mastitis and cost. Supplementary material

description: The objectives of this study were to estimate the adoption rate of udder health and herd management practices based on a random sample of pasture-based dairy farms in Uruguay, and to determine their association with bulk tank somatic cell count and with partial costs of subclinical mastitis (yield losses and penalties). 

Farm Survey Instrument used to collect general farm information, data on milking routine, record keeping &targets, mastitis detection & treatments, recent cases & milk withheld from the bulk tank, milking equipment & maintenance, cow comfort, and dry-cow management.
DOI: 10.17632/62z7892yr9
title: HIV-1 Tat protein alters medial prefrontal cortex neuronal activity and recognition memory

description: Despite advancements in combined antiretroviral therapy, HIV-associated neurocognitive disorders (HAND) continue to affect 40–50% of people living with HIV. While neuroimaging studies have revealed HIV-1–induced alterations in cortical networks and brain macrostructures, how individual neurons in the medial prefrontal cortex (mPFC) are affected during recognition memory remains unclear. Using in vivo calcium imaging in an HIV-1 Tat transgenic mouse model, we examined mPFC neuronal activity during a novel object recognition memory task. Our findings show that HIV Tat expression reduces overall neuronal activity in Tat(+) mice without altering the number of activated cells. Moreover, distinct neuronal subpopulations are up- and downmodulated in both Tat(–) and Tat(+) mice depending on object exploration. Importantly, familiarity-driven increases in mPFC activity were disrupted by HIV Tat expression. These findings enhance our understanding of HAND-related cognitive deficits and may inform future pharmacological strategies aimed at restoring cognitive function.
DOI: 10.17632/c9cryjc53k
title: A 1974 agronomic report on salinity in Bardenas, Spain, plus some outreach brochures

description: Bardenas is the name of an area of semi-arid land extending over conterminous parts of the regions of Aragon and Navarre in the Ebro Valley, northern Spain. Nowadays, large areas of Bardenas are irrigated. In the 1950’s the Spanish Government installed peasant families in the newly irrigated lands, but salinity problems became apparent threatening the economy of the area. Two outreach publications (García-Menéndez, 1957; Puig, 1960) included here show the social concerns about salinity in Bardenas and its perception at that time. Years later, the engineer in charge of the biggest irrigation project in the Ebro Valley still emphasized the challenges posed by soil salinity (De los Ríos, 1966, 1986). Also, a seasoned Agricultural engineer stressed the feasibility of irrigating saline and gypseous lands (Jordana, 1989).
In the same way, the Spanish Ministry of Agriculture launched studies and field experiments on soil salinity managed through its IRYDA agency. We provide the link (https://dara.aragon.es/opac/app/results/ahpz?q=A/025621/0001&ob=re:1) to a report based on soil and water samples taken between April 1972 and March 1974. We have georeferenced the five plans of the report, which are included here as .tif files. We also present “Shapefiles Bardenas” folder with the three files for (i) the study area, (ii) the observations localization, and (iii) the soil profiles. Moreover, the file “Maps Bardenas Process.docx” explains how we elaborated the maps from the folded plans included in the report of IRYDA.
To our knowledge, the report is one of the earlier ꟷif not the earliestꟷ dedicated to the saline soils of Bardenas using methods of soil description, analysis and classification that allow the easy comparison of the information gathered with other successive pedological and agricultural studies. Its data provide a basis for the evaluation of desalination techniques and other agricultural practices carried out in the fields of Bardenas whose irrigation began 60 years ago.
DOI: 10.17632/nvgnkfphj9
title: mbsolve: An open-source solver tool for the Maxwell-Bloch equations

description: The Maxwell-Bloch equations are a valuable tool to model light-matter interaction, where the application examples range from the description of pulse propagation in two-level media to the elaborate simulation of optoelectronic devices, such as the quantum cascade laser (QCL). In this work, we present mbsolve, an open-source solver tool for the Maxwell-Bloch equations. Here, we consider the one-dimensional Maxwell's equations, which are coupled to the Lindblad equation. The resulting generalized Maxwell-Bloch equations are treated without invoking the rotating wave approximation (RWA). Since this full-wave treatment is computationally intensive, we provide a flexible framework to implement different numerical methods and/or parallelization techniques. On this basis, we offer two solver implementations that use OpenMP for parallelization.
DOI: 10.17632/vgkvj5nn6s
title: STEP AP 242 file

description: STEP AP 242 file generated in Creo Parametric 6.0 and SOLIDWORKS 2020
DOI: 10.6084/m9.figshare.16752427.v1
title: Acer monspessulanum chorology

description: Distribution map of <i>Acer monspessulanum</i>.<br><br>These maps were produced by combining numerous and heterogeneous data collected from atlas monographs providing complete species distribution maps, from national to regional atlases, occurrence geo-databases, scientific and grey literature.<br>The maps were created using ESRI shapefiles (*.shp, *.shx, *.dbf, *.prj files) archived in the ZIP file. Species range is mapped with polygon features (name suffix "plg"), which define continuous areas of occupancy of the species, and with point features (name suffix "pnt"), which identify more fragmented and isolated populations. If synanthropic occurrences are reported outside the species natural range, additional point and/or polygon shapefiles are also present (suffix "syn").<br>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).<br><br>Please cite as:<br>Caudullo, G., Welk, E., San-Miguel-Ayanz, J., 2017. Chorological maps for the main European woody species. Data in Brief 12, 662-666. DOI: doi.org/10.1016/j.dib.2017.05.007<br><br>Additional information and used references are on 'supplementary materials' document:<br>https://doi.org/10.6084/m9.figshare.5091901<br><br>Chorological maps are part of the "European Atlas of Forest Tree Species" project:<br>https://w3id.org/mtv/FISE-Comm/v01
DOI: 10.17632/twpv7hhmgb
title: Plumbago Zeylanica (Chitrak) Leaf Image Dataset

description: The Plumbago Zeylanica (Chitrak) Leaf Image Dataset is a collection of high-resolution images capturing leaves of the medicinal plant Plumbago zeylanica. The dataset is partitioned for training and testing machine learning models. This resource is significant for botanical studies, herbal medicine research, and environmental analyses. Proper citation is essential for its use in scientific research.
DOI: 10.17632/xshv7npz4d
title: Original data of Danjiang River

description: Surface water hydrochemistry data for the Danjiang River Basin
DOI: 10.17632/2yr6y6wnc5
title: Integrative Analysis of Spatial Transcriptome with Single-cell Transcriptome and Single-cell Epigenome in Mouse Lungs after Immunization

description: Merged ST data for all four slices from the immunized (slices A1 and A2) and the re-challenged (slices A3 and A4) mice, including deconvolution results for all 15 lung cell types.
DOI: 10.17632/wtbgzyvvsn
title: GeodesicViewer – A tool for exploring geodesics in the theory of relativity

description: Abstract The GeodesicViewer realizes exocentric two- and three-dimensional illustrations of lightlike and timelike geodesics in the general theory of relativity. By means of an intuitive graphical user interface, all parameters of a spacetime as well as the initial conditions of the geodesics can be modified interactively. Title of program: GeodesicViewer Catalogue Id: AEFP_v2_0 Nature of problem Illustrate geodesics in four-dimensional Lorentzian spacetimes. Versions of this program held in the CPC repository in Mendeley Data AEFP_v1_0; GeodesicViewer; 10.1016/j.cpc.2009.10.010 AEFP_v2_0; GeodesicViewer; 10.1016/j.cpc.2011.02.007 This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2018)
DOI: 10.6084/m9.figshare.24031752.v1
title: Supplementary Material for: Exclusive and solitary facial porokeratosis: pathogenesis and literature reappraisal of a rare entity

description: Porokeratosis are a group of well-known clinically distinct entities, characterised by different clinical aspects, but sharing a single common histological aspect, namely the cornoid lamella. Usually, porokeratosis occurs in the limbs and trunk, while they rarely involve the face, especially as exclusive, single and solitary lesion. We report the case of a 52-year-old Caucasian woman, with a 11-month history of a 2 cm slowly growing solitary, keratotic lesion on her left cheekbone. The patient did not present other cutaneous lesions on the face, as well as in other body sites. A cutaneous biopsy showed epidermal hyperplasia, with multiple, sharply defined cornoid lamella, associated with an underlying attenuation of the granular layer and scattered dyskeratotic cells in the spinous layer. The superficial dermis underneath showed a mild lymphocytic infiltrate and fibrosis with remodelled collagen bundles. A final diagnosis of solitary facial porokeratosis was made.
DOI: 10.17632/2b49rnnrvk
title: Condiciones de salud mental y riesgo de suicidio

description: Se presenta la base datos de la investigación "Condiciones de salud mental y riesgo de suicidio en la persona joven". El estudio está adscrito al Centro de Investigación en Cuidado de Enfermería y Salud de la Universidad de Costa Rica. Los datos muestran las respuestas al consentimiento informado, a la Escala multidimensional de apoyo social percibido, al Inventario de depresión de Beck-II, al Inventario de ansiedad de Beck, a la Escala de riesgo suicida de Plutchick y a los datos sociodemográficos (respetando dicho orden). La información de las personas participantes está protegida bajo los principios de confidencialidad y privacidad de acuerdo con las consideraciones éticas vigentes.
DOI: 10.17632/4s6w7y4brx
title: METHOLOGY OF TRPV1 EXPRESSION IN HUMAN SKIN

description: This script quantifies TRPV1 immunofluorescence on human skin, as described in the paper:
"Antibody Selection and Automated Quantification of TRPV1 Immunofluorescence on Human Skin" (Scientific Reports).
DOI: 10.17632/jv5f7vzwzp
title: New records of Cadena´s Tailless Bat Anoura cadenai Mantilla-Meluk & Baker 2006 from Venezuela, SUPPLEMENTARY TABLE 1

description: Supplementary Table for the paper "New records of Cadena´s Tailless Bat Anoura cadenai Mantilla-Meluk & Baker 2006 from Venezuela. Mammalogy Notes 11 (1), 511. https://doi.org/10.47603/mano.v11n1.511."

Calderón Acevedo, Camilo Andrés. 2025. «Nuevos Registros Del Anoura De Cadena, Anoura Cadenai Mantilla-Meluk & Baker 2006 De Venezuela». Mammalogy Notes 11 (1), 511. https://doi.org/10.47603/mano.v11n1.511.
DOI: 10.17632/rmpcfp9mth
title: Conformity and social camouflaging data

description: Anonymised dataset for conformity and social camouflaging study, comprising simple demographics and scores on the following questionnaire measures (administered online):
 * BFI-10 - Big Five Inventory-10 (Rammstedt & John 2007) 
 * AQ - Adult Autism Spectrum Quotient (Baron-Cohen et al. (2001) 
 * CAT-Q - Camouflaging Autistic Traits Questionnaire (Hull et al., 2019)
 * Tendency to Conform Questionnaire (Goldsmith et al., 2005)
DOI: 10.17632/d3w36t4j3s
title: Data for: Wide-angle microwave absorption properties of Multilayer Metamaterial fabricated by 3D printing

description: It mainly includes permittivity, permeability test results, reflection loss test results and simulation results
DOI: 10.17632/vn5ym7n7kb
title: Shipping lines data

description: The data was collected from around the world using an online questionnaire distributed through LinkedIn. The spatial dispersion of respondents corresponds approximately to the structure of global maritime container trade. The data provides full responses from 120 respondents. Each respondent assessed the importance of 20 predefied competitiveness factors on a scale of 1 (least important) to 10 (most important). For each respondent two additional characteristics are known, the location (continent) and the size of the company for which he/she works, measured by the number of employees.
DOI: 10.17632/kd5xprhv65
title: Data for: Local fuzzy geographically weighted clustering: A new method for geodemographic segmentation.

description: This dataset (compressed rar file) includes the Matlab code files for "Local Fuzzy Geographically Weighted Clustering" algorithm and a shapefile containing socio-demographic data and cancer incident data across 973 block groups in Manhattan, New York. The files are: 1. LFGWC.m = The Matlab code of LFGWC (Local Fuzzy Geographically Weighted Clustering) 2. LFGWC_Call.m = The file to run the above code 3. validity.m = The Matlab code for validating the clustering output 4. licence.txt = The file describing the license terms 5. Demo = Dataset folder Demo folder contains the following: 1. Data.txt = The non-normalized dataset 2. Population.txt = Population for each polygon 3. Distance.txt = Distance among all objects 4. Centroid.txt = Initial cluster centres 5. Shapefile: Manhattan_Data.shp The shapefile has been originally downloaded from a benchmark dataset of small-area cancer incidence (Boscoe et al. 2016). The benchmark dataset includes 524,503 tumors across 13,823 block groups for the entire New York State diagnosed between 2005 and 2009 (download link: https://www.satscan.org/datasets/nyscancer/index.html). Manhattan_Data.shp shapefile includes only the county of Manhattan and not the entire NY. Data have undergone slight modifications that are explained in detail in the paper. Attributes of Manhattan_Data.shp: DOHREGION Geographic identifier CODE Unique ID code for joining data POPULATION Total population (2010 Census) White_Pop % white alone population (2010 Census) Black_Pop % black alone population (2010 Census) Asian_Pop % Asian alone population (2010 Census) Other_Pop % other race population (2010 Census) Hispanic % Hispanic population (2010 Census HH_Size Persons per household (2010 Census) LT_HS % population less than high school education (25 & over) Under_Pov % population under poverty (2006-2010 ACS Data) BC_Rate Incidents of breast cancer per 1000 people PC_Rate Incidents of prostate cancer per 1000 people TC_Rate Total cancer incidents per 1000 people For more information on the original benchmark dataset visit: https://www.satscan.org/datasets/nyscancer/index.html
DOI: 10.17632/x5rnmcck67
title: Influence of recycled organic waste amendments on carbon pools, greenhouse gas emissions, and nematode indicators of soil health

description: This study examined the effects of applying three different organic amendments from sources previously considered waste in a new almond orchard and in a laboratory incubation experiment. The amendments included: 1) compost composed of municipal food waste and yard trimmings as feedstocks, 2) biochar produced from woody debris and 3) liquid food hydrolysate derived from grocery store organics. These amendments were compared to either fertilized (N+) or unfertilized (N-) controls.