cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/79fm698pyx
title: Four Facts About ESG Beliefs and Investor Portfolios -- Replication Package

description: This folder contains the code and data necessary to replicate "Four Facts About ESG Beliefs and Investor Portfolios" by Stefano Giglio, Matteo Maggiori, Johannes Stroebel, Zhenhao Tan, Stephen Utkus, and Xiao Xu. Please see the README file for details on files and code provided.
DOI: 10.17632/wymprnfr68
title: Data for: What are necessary and sufficient conditions for household choices of climate mitigation actions? – An empirical study in four European countries

description: From June to November 2016 the HOPE-Team interviewed 309 households in four cities: Communauté-de-Pays-d’Aix (France), Mannheim (Germany), Bergen (Norway), and Umeå (Sweden). The households were asked to rate individual climate change mitigation actions in four sectors of CO2e-emissions: Food & Recycling, Housing, Mobility and Other Consumption. The climate change mitigation actions were presented on action cards. These action-cards described the mitigation actions and contained three additional pieces of information. First, it informed the household how much CO2 equivalents in kilogram per year the household could save, when implementing the measure. Second, it informed the household how much money in Euro/ Krona per months the household would save or spent, when implementing the measure. Third, half of the households received information on what effect the mitigation measure would have on the households’ health. The CO2e-savings and the financial costs or savings were calculated for each household individually. This was possible, because households had filled in a detailed questionnaire about their consumption habits, income and expenditure online, before they were visited by interviewers, who presented them with the action cards (Herrmann et al. 2017: 5). The online questionnaire was used to individualize the action cards and calculate the household’s carbon footprint before the interview. Full describtion can be found at Herrmann et al. 2017.
DOI: 10.6084/m9.figshare.9978896.v1
title: Egg quality.xlsx

description: Egg quality parameters
DOI: 10.6086/d15960
title: Dryad dataset awaiting publication

description: :unas
DOI: 10.17632/29s3f2www6
title: Cognitive styles diversity and group creativity: Evidence from fNIRS hyperscanning

description: Cognitive styles diversity refers to the differences between team members in processing and sharing information. The purpose of this study is to reveal the interpersonal neural mechanism of the influence of cognitive style diversity on group creativity. 116 college students were assigned to high cognitive style diversity (HD; the members respectively are field-independent or field-dependent cognitive styles) groups or low cognitive style diversity (LD; the members both are either field-independent cognitive styles or field-dependent cognitive styles) groups according to their cognitive style types. Both groups were asked to complete the creative task (umbrella design task) and the general task (desk purchase task). At the same time, we used functional near-infrared spectroscopy (fNIRS) to record the brain activity levels of PFC and r-TPJ regions of two subjects in each group. The results show that the novelty of group creative results in HD group is significantly higher than that in LD group. FNIRS results showed that the brain synchronization increment in the frontal pole and dorsolateral prefrontal lobe (DLPFC) in the HD was significantly higher than that in the LD group. In addition, in the HD group, the field-independent cognitive style is in the leading mode in interpersonal neural interaction, and the increase of delayed IBS is positively correlated with the novelty of creative results. These results show that the diversity of cognitive styles may be the result of mutual understanding and cooperation between field independents and field dependents, thus promoting the creativity of groups.
DOI: 10.17632/vdgz7pk6vh
title: Expression of diabetes-related genes in rodent β-cell line (RIN-m) treated with monocarbonyl curcumin analogues (C66 and B2BrBC) in presence or absence of streptozotocin – PCR array data

description: Curcumin monocarbonyl analogues C66* and B2BrBC** were synthesized at the Institute of Chemistry, Ss. Cyril and Methodius University in Skopje, Macedonia by substituting benzaldehyde with cyclohexanone in a base catalyzed aldol reaction. RIN-m rat β-cells (ATCC, Cat. # CRL-2057) were grown in RPMI-1640 medium (ATCC, Cat. # 30-2001) supplemented with 10% FBS (VWR, Cat. # 89510-186) and antibiotic/antimycotic mixture (MP Biomedicals, Cat. # 1674049) in incubator with standard conditions (5% CO2 and temperature of 37 °C). For experiments, 0.3 x 10(6) cells were seeded in 6-well plates with tissue culture growth media. The following day the media was replaced with serum-free media supplemented with 1.5 mM of streptozotocin (Sigma-Aldrich Cat. # 85882), 50 µM of C66, or B2BrBC dissolved in DMSO (VWR, Cat. # N182), and combination of streptozotocin with C66 or B2BrBC, for 72 hours. Total RNA was extracted using TRIzol reagent (Ambion, Cat. # 15596018). The quantification of RNA was made using NanoDrop One spectrophotometer (Thermo Fisher Scientific) after which the samples were normalized to 1 µg total RNA and converted to cDNA using qScript cDNA SuperMix (Quantabio, Cat. # 95048). PCR array was performed using QuantStudio 3 Real-Time PCR System (Thermo Fisher Scientific) and RT2 Profiler PCR Array – Rat Diabetes (Qiagen, Cat. # 330231, GeneGlobe ID PARN-023ZA). The Ct values were obtained using QuantStudio Design & Analysis Software.

* (2E,6E)-2,6-bis[(2-trifluoromethyl)benzylidene]cyclohexanone, C22H16F6O
** (2E,6E)-2,6-bis(2-bromobenzylidene)cyclohexanone), C20H16Br2O
DOI: 10.17632/wy23gsnfp2
title: Supplemental Figures for JAAD-D-01898R3

description: There are additional photos for the following manuscript:
Ref.: Ms. No. JAAD-D-24-01898R3
Journal of the American Academy of Dermatology
JAAD Clinical Images: Dermatomyositis
DOI: 10.17632/6rj76z6y3n
title: Mexican sign language dataset

description: Mexican sign language, like other sign languages, has its own grammar rules and gestures to denote a word, then the hand gestures for the same word, even in Spanish-spoken countries, can vary. The obtention of videos of MSL signs helps to develop a methodology to translate hand gestures into words. This dataset contains 249 words of the MSL selected from the first words learned in childhood, the words can be grouped into 15 subsets: greetings, time, days of the week, months, school supplies, family, house stuff, adjectives, cuisine, clothes, body parts, vehicles, places, pronouns, verbs, professions and states of México. From the video clips, we obtain a frame sequence of the hand gesture. The environment in the videos is controlled, we use black fabric for the background and black shirts for the individuals. We use 11 individuals, these aspects help to enhance the regions of interest for the hand gesture formation, the hands, and the face, the movement of one or the two hands, the point of contact with the body, and the face gesture mainly describe the meaning of the sign. By controlling the background and the clothing, we can facilitate the segmentation of the regions of interest and obtain highly discriminating features to classify the words and follow the hand movement. The dataset includes 249 folders, from the 249 classes selected. For every class, the folder includes subfolders from the individuals. The subfolder contains the frame sequence images of the person making the hand gesture of the corresponding word, in JPG format. The number of images varies depending on the video last.
DOI: 10.17632/vpschhv5kg
title: DATASET FOR STABILITY OF HIGH BIOMASS AND YIELD IN MAIZE UNDER NORMAL AND INTERCROPPING CONDITIONS BASED ON BIPLOT, GENOTYPE STABILITY INDEX AND LAND EQUIVALENT RATIO

description: The field evaluation was conducted in Arjasari, West Java, Indonesia, for two seasons in three different cropping systems, namely: maize sole cropping, maize+soybean intercropping and maize+sweet potato intercropping. The evaluation applied a randomized completed block design with three replications. The objectives of this study were to identify the effect of genotypes, environments, and their interactions (GEIs) on hybrid maize biomass and yield; identify representative environments and mega-environments for testing and development; and evaluate the adaptability of maize hybrids developed from crosses of elite strains with broad and specific adaptation in three maize cultivation systems in West Java, Indonesia. Combined of Anova Table is provided to identify the effect of genotype, environment and their interaction for the traits observed. Thus biplot of GGE and AMMI is provided to identify representative environment and mega-environment for testing and development of hybrid maize; and to evaluate tehir adaptability in sole cropping as well as in intercropping with soybean and sweetpotato
DOI: 10.17632/3hmb2vn43j
title: Data for: The 2017 ML 5.4 Pohang earthquake sequence, Korea, recorded by a dense seismic network

description: Movie S1. Animation showing the evolution of the Pohang earthquake sequence from 15 November 2017 to 20 November 2018 (AVI format). Both the map (left) and cross-sectional (right) views of the detected earthquakes are shown at each time step. The red dots in map view represent the earthquake epicenters in the current time window, which is listed at the top. The earthquake epicenters before a given time are also presented as yellow dots. The red and green stars indicate the location and depth of the 2017 Pohang Earthquake and largest aftershock, respectively. The projected earthquake locations along the thick broken line in the map view panel are shown in the cross-sectional view panel; only the earthquake hypocenters within the box (marked by the thin dashed lines in the map view panel) are shown. Table S1. PohangEarthquakeAftershocks.dat Event location catalog
DOI: 10.17632/82zygyrsk3
title: Dataset for Child schooling/ Out of school children in Kwara state, Nigeria

description: This data is a primary data collected with the use of a questionnaire for the purpose of analysing the situation of child schooling in Kwara State Nigeria. This data has been coded and the data was collected from three locations of Ilorin, Offa and Patigi which represent the three senatorial districts in the state, that is Kwara Central, Kwara South and Kwara North.
This work has been granted approval by the Ethics committee of the Universiti Sains Malaysia (JEPEM), and all the conditions were strictly adhered to in the process of data collection.
This data was collected from about 1120 households across five local governments within the three senatorial districts and it is representative of the state.
Attached with the data set is a table describing the dataset, and the questionnaire with informed consent form.
DOI: 10.17632/yfx9h649wz
title: BookClub artistic makeup and occlusions face data

description: The novel BookClub artistic makeup data set contains images of 21 subjects. Each subject’s data may contain a photo-session series of photos with no-makeup, various makeup, and images with other obstacles for facial recognition, such as wigs, glasses, jewellery, face masks, or various types of headdress. Overall, the data set features 37 photo-sessions without makeup or occlusions, 40 makeup sessions, and 17 sessions with occlusions. Each photo-session contains circa 168 RAW images of up to 4288×2848 dimensions (available by request) of six basic emotional expressions (sadness, happiness, surprise, fear, anger, disgust), a neutral expression, and the closed eyes photo-shoots taken with seven head rotations at three exposure times on the off-white background. Default publicly available downloadable format is a JPEG of the 1072×712 resolution. The subjects’ age varies from their twenties to sixties. Race of the subjects is predominately Caucasian and some Asian. Gender is approximately evenly split between sessions. The photos were taken over the course of two months. A few sessions were done later, and some subjects posed at multiple sessions over several week intervals in various clothing with changed hairstyles. The motivation for the novel BookClub data set creation was an attempt to fill in the apparent gap in the makeup and occlusions data sets of high quality and resolution images featuring sophisticated original artistic makeup and non-trivial occlusions, made in the controlled environment with a wide variety of the represented emotions, orientations, lighting conditions per subject, for subjects representing age ranges, genders, and race. To emulate the real-life conditions, when makeup or other occlusions of the subjects may not be predicted and included into training sets beforehand, non-makeup and non-occlusion sessions were selected into the training set, which amounted to roughly 6200 images. Then, the facial recognition accuracy estimation was run with the same as above mentioned training parameters of AlexNet for each makeup and occlusion photo-session. While the majority of the sessions, were correctly identified, scoring high 93−100% accuracy, some sessions scored significantly lower accuracy in the 50−90% range, and some sessions were misidentified. Some sessions with especially high contrast, dark pigment makeup, or created by professional artists scored close to 0% accuracy. Even worse, some of the low accuracy makeup scored high guess scores for the wrong subject, it appears making accuracy &lt; 90% effectively unreliable by upper bound. Experiments on the novel BookClub data set of artistic makeup and occlusions have demonstrated that even contemporary state-of-the-art face recognition algorithms such as AlexNet (even retrained on a large amount of data) when meeting with real-life obstacles, perform poorly at the desired high confidence levels. v.3 update: Subjects' age and emotion partition (bc2e) are added.
DOI: 10.6084/m9.figshare.17025854.v1
title: Multispheroid data

description: Paired data of z-sweeps and z-projections of 3D fluorescent samples
DOI: 10.17632/9fy3v3dnc8
title: LocalFishBD

description: 1. Type of data: 640 * 480 pixels fish images
2. Data Format: JPG
3. Original images: 1,108 images
4. Augmented Image: 3,324 images
5. Fish species: Ten fish species- Baila, Bujuri, Chanda, Chapila, Dhela, Kachki, Kajoli, Mola, Puti, and Tengra 
6. Number of classes: Ten classes for each species
7. Where applicable: Suitable for fish species classification.
DOI: 10.17632/m3kw27h8pt
title: Intracranial haemorrhage detection in Australian junior emergency doctors

description: Evaluation of Australian junior emergency doctors accuracy for intracranial haemorrhage detection in 50 cases drawn from the CQ500 dataset.
Performance was evaluated both with and without assistance of a deep-learning co-pilot.
DOI: 10.17632/xrzdw26dmh
title: Hate speech detection for Banjarese languages on Instagram: a dataset and preliminary study

description: The Hate Speech Detection for Banjarese Languages dataset is a curated collection of text data from Instagram. It focuses on identifying hate speech in Banjarese language on Instagram, comprising 15,481 comments. Of these, 2,039 are labeled as hate speech, while 13,442 are non-hate speech. The dataset enables the development of accurate hate speech detection systems for the Banjarese language.
DOI: 10.17632/hphd3zdszw
title: Data for: Effects of Long-Term Tariff Regulation on Investments under Low Credibility of Rules: Rate-of-Return and Price Cap in Russian Electricity Grids

description: Financial and regulation data for 44 branches of Russian Interregional distribution companies, time period 2008-2017
DOI: 10.17632/v8mwvy7p6r
title: District heating energy efficiency of Danish building typologies: Datasets and supplementary materials

description: *************************************** Title: District heating energy efficiency of Danish building typologies: Datasets and supplementary materials Version: 1.0 Date of Release: 2020/09/01 Identifier: doi:10.17632/v8mwvy7p6r.1 Permalink: http://dx.doi.org/10.17632/v8mwvy7p6r.1 Associated publication: Kristensen, MH & Petersen, S (2020) "District heating energy efficiency of Danish building typologies" Energy and Buildings XX. Link to publication: Submitted for publication in Energy and Buildings Citation: Please reference the associated publication above when using any datasets or materials described here. Contact information: Martin H. Kristensen, (1) AffaldVarme Aarhus, 8200 Brabrand, Denmark [mahkri@aarhus.dk], or (2) Department of Engineering, Aarhus University, 8000 Aarhus [mhk@eng.au.dk] *************************************** This directory contains the following datasets and supplementary materials based on the aggregated and anonymized results from an analysis of hourly district heating data from approx. 42969 buildings located in the municipality of Aarhus, Denmark. Data are pre-processed in accordance with the methods described in the associated publication. Dates of data collection: 2018/01/01 00:00 - 2018/12/31 23:00 (8760 hourly time steps). Geographic location: Aarhus, Denmark. (A) Dataset and grouping categories * Dataset.csv: Heating data organized in a 42969x13 data table in .csv-format. * Dataset.mat: Heating data organized in a 42969x13 data table in .mat-format (MATLAB). * ApplicationCategories.pdf: Definition of application categories. * AgeGroups.pdf: Definition of age groups. (B) ANNUAL HEATING ENERGY USE INTENSITY (EUI) * EUI_tabular.xlsx: Summary statistics of EUI data in .xlsx-format (Excel). * EUI_tabular.mat: Summary statistics of EUI data in .mat-format (MATLAB). * EUI_boxplot_Main.pdf: Boxplot of EUI data grouped by main application category and age group. * EUI_InteractionEffect_Main.pdf: Plot of the group mean interaction effect +/- 95% error interval of the mean effect. (C) ANNUAL RELATIVE DAILY VARIATION (Ga) * Ga_tabular.xlsx: Summary statistics of Ga data in .xlsx-format (Excel). * Ga_tabular.mat: Summary statistics of Ga data in .mat-format (MATLAB). * Ga_boxplot_Main.pdf: Boxplot of Ga data grouped by main application category and age group. * Ga_InteractionEffect_Main.pdf: Plot of the group mean interaction effect +/- 95% error interval of the mean effect. (D) ANNUAL RELATIVE COOLING TEMPERATURE (dTrel) * dTrel_tabular.xlsx: Summary statistics of dTrel data in .xlsx-format (Excel). * dTrel_tabular.mat: Summary statistics of dTrel data in .mat-format (MATLAB). * dTrel_boxplot_Main.pdf: Boxplot of dTrel data grouped by main application category and age group. * dTrel_InteractionEffect_Main.pdf: Plot of the group mean interaction effect +/- 95% error interval of the mean effect.
DOI: 10.17632/gzpjsk53fb
title: DMTDHF: A full dimensional time-dependent Hartree–Fock program for diatomic molecules in strong laser fields

description: Abstract We present the DMTDHF package, which investigates the non-perturbative electronic dynamics of diatomic molecules subjected to strong external laser fields by the fully propagated time-dependent Hartree–Fock theory. The package uses the prolate spheroidal coordinates, together with the finite-element method and discrete-variable representation, while short iterative Lanczos algorithm is employed for the time propagation. This package can be applied to diatomic molecules with many electrons, an... Title of program: DMTDHF Catalogue Id: AEWN_v1_0 Nature of problem The investigation of molecules interacting with intense laser pulses requires non-perturbative theoretical treatment. It has been evidenced that multiorbital and multipole effects come into play for strong-field physics, while the direct numerical integration of TDSE is computationally prohibitive for systems with more than two electrons. TDHF goes beyond the SAE approach and includes the response to the field of all electrons, which is helpful to resolve the multielectron effects from the colle ... Versions of this program held in the CPC repository in Mendeley Data AEWN_v1_0; DMTDHF; 10.1016/j.cpc.2015.04.008 This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2018)
DOI: 10.17632/76sjsc5j7v
title: Two-way data tables of simulated genotype-by-environment interaction for pepper

description: The data in this article includes 300 simulated two-way data tables with 200 genotypes in the rows and 12 environments in the columns each. The yield data was obtained from a genotype-to-phenotype crop growth model that was adapted for pepper. The genotypes were characterized by 237 markers covering all the 12 chromosomes, and the environments were obtained as a combination of: (i) two levels of radiation based on historical data; (ii) three levels of daily average temperatures, 15, 20 and 25ºC; and (iii) two countries, Spain and The Netherlands. 100 two-way data tables were obtained for each of the three levels of heritability in the environments, 0.3, 0.5 and 0.8.
DOI: 10.17632/rnvb47fp4t
title: Battery dagradation dataset (ternary lithium batteries and the LiFePO4 batteries under single and mixed drive cycle test)

description: Dataset for "Deep convolutional neural network based closed-loop SOC estimation for lithium-ion batteries in hierarchical scenarios", the detailed information can be found in the article.
DOI: 10.17632/fkdzr7b5s6
title: Dataset of Evaporation measurements with an Optical-Microwave Scintillometer over a Saline Lake bordered by a wet-salt-crust under a Regional-Wind driven turbulence regime

description: These data correspond to that presented in the manuscript "Evaporation measurements with an Optical-Microwave Scintillometer over a Saline Lake bordered by a wet-salt-crust under a Regional-Wind driven turbulence regime" by Lobos et al. These data were collected in the E-DATA field campaign, performed in the Salar del Huasco, Chile, on November 2018.
DOI: 10.6084/m9.figshare.25444020.v1
title: Table S1 from Leaf gene expression trajectories during the growing season are consistent between sites and years in American beech

description: A multi-tab format spreadsheet containing sample list, tree size classes, genome alignments, transcript raw counts, ordination results, list of top 20 differentially expressed genes, g:Profiler output permalinks, kinship matrix, Kendall's correlation values and an annotated list of leaf phenology related gene orthologs.
DOI: 10.6084/m9.figshare.28579832.v1
title: README.md

description: test
DOI: 10.17632/3zzsy3snn6
title: Internet memes of the military era (2022-2023)

description: The dynamics of functioning of the memes in the information space of Ukraine: &gt;100 Internet memes and their modifications – bright verbal illustrators of modern realities. We interviewed more than 100 respondents – mostly young people who spread (and sometimes create) internet memes themselves. The vast majority of modern war memes were created on the contrast “own / foreign”, which is most understood by the recipients.
DOI: 10.17632/3xmp382ygm
title: Data for: Potentials for a circular economy of mineral construction materials and demolition waste in urban areas: a case study from Vienna

description: STAN 2.6 MFA model minerals construction and demolition sector Vienna 2014 - final