cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/kw8d6mmytv
title: PROPUESTA COMUNICATIVA EN REDES SOCIALES PARA EL INSTITUTO ÁNGELES DE DIOS

description: Trabajo de grado para optar el título de comunicadora social
DOI: 10.17632/xwyk7sbn9c
title: Macedo_etal_AnimBehav

description: Behavioural data and R code to reproduce analyses of the paper "Differences in plumage coloration predict female but not male territorial responses in three antbird sister species pairs" published in Animal Behaviour by Gabriel Macedo, Gustavo A. Bravo, Rafael Sobral Marcondes , Elizabeth P. Derryberry , and Cibele Biondo.

Introduction:
In this study, we hypothesized that the eumelanin concentration in the plumage of antbirds (a family of Neotropical birds) function as ornaments that evolve under social selection, signaling quality or competitive ability of females and males. We tested the prediction that conspicuous eumelanic dark plumage patches are positively associated with territorial responses of females and males of three antbird sister species pairs: 
Drymophila ochropyga and D. genei; 
Myrmoderus loricatus and M. squamosus; 
Thamnophilus torquatus and T. ruficapillus. 
We compared responses of between sexes and sister species.
Females of Drymophila ochropyga bear more conspicuous dark plumage patches than females of D. genei. Males of these species are similarly coloured.  
Females of Myrmoderus loricatus bear more conspicuous dark plumage patches than females of M. squamosus. Males of these species are similarly coloured.
Males of Thamnophilus torquatus bear more conspicuous dark plumage patches than males of T. ruficapillus. Females of these species are similarly coloured.

Methods:
Using playback experiments in the field, we assessed the strength of territorial responses by measuring number of songs, latency to approach and interaction time of females and males that were forming social pairs. Strong territorial responses correspond to higher values of these variables. We simulated territorial intrusions by a solitary female (female solo song), a solitary male (male solo song), and a social pair (duetting social pair).

Results:
We found that females of Drymophila ochropyga and Mymoderus loricatus – which bear more conspicuous dark plumage patches – showed stronger territorial responses than females of D. genei and M. squamosus, respectively. Stronger responses occurred against simulated female and/or male intruders, but not against simulated social pairs. Males of Drymophila and Mymorderus species – which are similarly colored – showed similar territorial responses. However, contrary to out predictions, males of Thamnophilus torquatus – which bear more conspicuous dark plumage patches – did not show stronger territorial responses than males of T. ruficapillus. Females of the Thamnophilus species – which are similarly colored – showed weak, similar territorial responses.

Discussion:
Our results suggest that eumelanic patches in antbirds may function as ornaments in intra- and intersexual contexts in females. In contrast, in species pairs with greater interspecific differences in male ornamentation, territorial competition may occur predominantly among males and female mate choice may drive the evolution of male ornamentation.
DOI: 10.17632/nmkwzz42k5
title: Dataset for Ranking of Renewable Energy Sources Using Delphi-MGDM Framework

description: The data sets are part of the study titled "A web-based Delphi multi-criteria group decision-making framework for renewable energy project development processes." The study aims to outline and implement the web-based Delphi Multi-criteria Group Decision Making (Delphi-MGDM) Framework, which is intended to facilitate top-level group decision-making for renewable energy project development and long-term strategic direction setting. The datasets include: (1) the weights of criteria obtained from judgments of the experts, (2) the summary of criteria scores, (3) the comparison table dataset, and (4) the full report of the Visual PROMETHEE. “Criteria Weighing Dataset” is obtained from the judgment of experts using the AHP-Online System created by Klaus D. Goepel (available at https://bpmsg.com/ahp/ahp.php). On a pairwise comparison basis, we asked the experts to make their opinion on four (4) criteria and then the sixteen (16) sub-criteria in three rounds. The group weights after the third round are considered the final weights of criteria and sub-criteria. To rank RES using MCDA, we used the data from the literature and the Philippines’ DOE for all ten quantitative sub-criteria. However, there are six qualitative sub-criteria, so we asked the opinion of experts on how solar, wind, biomass, and hydro-power are performing in each criterion based on their knowledge and expertise. This time, we used a self-derived questionnaire and as a summary of this process, we produced the “Scoring of Options Dataset.” We got the average, minimum and maximum values of the scores to make data for the ranking in three cases (realistic, pessimistic, and optimistic). "Comparison table" dataset is composed of comparison tables for the three cases. Table A reflects the data for realistic case in which we use the averages of the qualitative inputs from experts, the averages of quantitative data obtained in ranges, and the actual value of data not given in ranges. Table B reflects the data for the optimistic case. For qualitative data, we used the minimum value of the sub-criteria to be minimized and maximum value for sub-criteria to maximized. For quantitative data in ranges, we used the minimum value of cost sub-criteria and maximum value of benefit sub-criteria. We estimated fictitious data for some quantitative data not given in ranges. Table C reflects the data for the pessimistic case. We used the same concept with Table B, but with opposite choices. For instance, we used the maximum value of cost sub-criteria and minimum value of benefit sub-criteria for quantitative data. Finally, we used Visual PROMETHEE (available at http://www.promethee-gaia.net/vpa.html) to rank renewable energy sources. The "Visual PROMETHEE Full Report" dataset is the actual report exported from the Visual PROMETHEE application – containing a partial and complete ranking of RES.
DOI: 10.17632/38w7tkbysj
title: IT and Urdu

description: Information technology refers to all technologies that relate to the creation, storage, transportation and use of different types of information, written facts, voice links, image dynamics, multi-faceted exposure, and facts that are still unknown. This word usually means both telephone and computer technologies. In fact, information technology is not new, but it is very old. Yes, this term is definitely new. Man has used this technology first through sound, then map and then writing. The term became a branch of engineering by 1980.The article discusses the origin and evolution of Urdu in IT periods, generations and IT and the current state in Urdu. Key words Meaning of ICT, IT cycles, groups of composers and mobiles, the beginning of Urdu in ICT and the current situation.
DOI: 10.15468/dl.nj8de3
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Baccaurea motleyana (Müll.Arg.) Müll.Arg.",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Occurrence evidence)"
 ]
}

 The dataset includes 18 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009066-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6078/d1599b
title: Dryad dataset awaiting publication

description: :unas
DOI: 10.5068/d1709n
title: Dryad dataset awaiting publication

description: :unas
DOI: 10.17632/n7nbhmcchh
title: Determination of initialization of quality change in true and accessory fruits based on fruit growth characteristics dataset

description: Tomato growth dataset. Fresh weight, colour and firmness as sampled over tomato fruit growth period.
DOI: 10.17632/6jhv5dshgr
title: secondary marine aerosol growth study

description: aerosol measurement including aerosol mass spectrometer ptof data, and aerosol size distribution, cloud condensation nuclei number concentrations during the open ocean nucleation and growth events. The summary of the events are also provided.
DOI: 10.17632/wk3z3gzrzy
title: Data for: Performance Analysis of a Hybrid Ground Source Heat Pump System Integrated with Liquid Dry Cooler

description: The uploaded file is a zipped file containing major raw data collected as a result of running simulation models.
DOI: 10.17632/rdfwst7xxb
title: Species list, life zones, and vegetation types for Caatinga

description: A list of floristic studies in Caatinga was compiled to test the hypothesis that edaphic differentiation (crystalline vs sedimentary terrains) affects the distribution of Holdridge life zones, vegetation types, and beta diversity. The first spreadsheet has the species list by sampling area and terrain, the second has the life zones for 1,208 municipalities, the third has the vegetation type, and the fourth has the presence/absence of species to create a table of area pairs in the GDM format.
DOI: 10.17632/nm2rmn9wrp
title: Dataset for "Energy use in residential buildings for sustainable development: The fifth Solar Decathlon Europe revelations"

description: This research focuses on energy use in residential buildings for sustainable development based on the fifth Solar Decathlon Europe. The dataset includes 1.Preferred Reporting Items for Systematic Reviews and Meta-Analyses screening data, 2.The development of publications on Solar Decathlon research with time, 3.The keyword co-occurrence analysis of 230 related publications, 4.Global Solar Decathlon competitions information, 5.The fifth Solar Decathlon European rules, 6.The ranking of the fifth Solar Decathlon European, 7.The fifth Solar Decathlon European’s 16 teams information, 8.The competition site and 16 competing buildings figures, 9.The flowchart of the research paper, 10.16 teams’ concept and energy use technologies summary, 11.Sankey diagram of energy use technologies analysis, 12.ToAtal score of sub-contests in Energy Performance and Sustainability, 13.Workflow of multi-criteria decision analysis and 14.Annual solar radiation simulation source files. Solar Decathlon history data comes from https://www.solardecathlon.gov/. Solar Decathlon European information comes from https://sde21.eu/. Each building’s project manual and drawing come from https://building-competition.org/EU2021. All the photos were shot by the authors. At last, some revelations are obtained from onsite investigation, literature review, software simulation, qualitative analysis, quantitative analysis and comparative analysis. For more information, please refer to the publication “Energy use in residential buildings for sustainable development: The fifth Solar Decathlon Europe revelations”.
DOI: 10.17632/v9bmr549nf
title: The DarTG toxin-antitoxin system provides phage defense by ADP-ribosylating viral DNA

description: Raw images for "The DarTG toxin-antitoxin system provides phage defense by ADP-ribosylating viral DNA".
DOI: 10.17632/8pz43nvvxh
title: MHCflurry: open-source class I MHC binding affinity prediction

description: Predicting the binding affinity of major histocompatibility complex I (MHC I) proteins and their peptide ligands is important for vaccine design. We introduce an open-source package for MHC I binding prediction, MHCflurry. The software implements allele-specific neural networks that use a novel architecture and peptide encoding scheme. When trained on affinity measurements, MHCflurry outperformed the standard predictors NetMHC 4.0 and NetMHCpan 3.0 overall and particularly on non-9-mer peptides in a benchmark of ligands identified by mass spectrometry. The released predictor, MHCflurry 1.2.0, uses mass spectrometry datasets for model selection and showed competitive accuracy with standard tools, including the recently released NetMHCpan 4.0, on a small benchmark of affinity measurements. MHCflurry’s prediction speed exceeded 7,000 predictions per second, 396 times faster than NetMHCpan 4.0. MHCflurry is freely available to use, retrain, or extend, includes Python library and command line interfaces, may be installed using package managers, and applies software development best practices. DEPOSITED DATA ---------------------- * Curated training and model selection dataset: data_curated.20180219.tar.bz2 , derived from IEDB and other sources * MS benchmark dataset: abelin_peptides.mhcflurry_no_mass_spec.csv.bz2 , derived from Abelin et al. Immunity 2017. * HPV benchmark dataset: hpv_predictions.csv. The study that generated this dataset has now been published (Bonsack et al 2019, DOI: 10.1158/2326-6066.CIR-18-0584), and the authors request that any work based on the HPV dataset cite this paper. * MHCflurry 1.2.0 models: models_class1.20180225.tar.bz2 * MHCflurry (no MS) models: models_class1_selected_no_mass_spec.20180225.tar.bz2 * MHCflurry (train-MS) models: models_class1_trained_with_mass_spec.20180228.tar.bz2 See also: https://github.com/openvax/mhcflurry/ UPDATES ---------------------- * Version 3: Release of the HPV benchmark dataset * Version 2: The abelin_peptides.all_predictions.csv.bz2 given in Version 1 corresponded to an earlier preprint of the MHCflurry paper, not the final version published in Cell Systems. This file has been replaced with abelin_peptides.mhcflurry_no_mass_spec.csv.bz2, which gives the predictions analyzed in the Cell Systems paper.
DOI: 10.17632/fww29mxfnd
title: Raw Data: tRF-17-877S6V2 Modulates Radioresistance via Direct Targeting of ENO1 in Colorectal Cancer

description: This dataset contains the comprehensive raw data and analysis files from our study investigating the role of tRF-17-877S6V2 in colorectal cancer (CRC) radioresistance. Our research hypothesis was that tRF-17-877S6V2 modulates radioresistance in CRC through specific target interactions, particularly with ENO1.
DOI: 10.17632/kp8k3cdxxx
title: Hawaii Map Series of Storm Surge Inundation for the Ocean Hazards Database

description: This database consists of a series of maps showing the estimated inundation of Hawaii shorelines caused by hypothetical category 1, 2, 3, and 4 storm surges. Individual maps show inundation across mile-long sections of Hawaii state routes on the islands of Hawaii, Maui, Molokai, Oahu and Kauai previously identified for their vulnerability to the effects of climate change as part of the Statewide Coastal Highways Project Report. Mileposts are identified by Brandes et al. (2019). State of Hawaii Department of Transportation (HDOT) state routes and Oahu street centerline datasets are acquired from HDOT (2017) and HOLIS, C&CH (2017). Storm surge maximum of maximum (MOM) inundation extents are determined by the NOAA National Hurricane Center Storm Surge Unit using the Sea, Lake and Overland Surges from Hurricanes (SLOSH) model and are reported in Zachry et al. (2015). Please read ‘Description-Map of Storm Surge Inundation.docx’ for detailed information. References Brandes, H., Doygun, O., Rossi, C., Francis, O., Yang, L., and Togia, H., (2019) Coastal Road Exposure Susceptibility Index (CRESI) for the State of Hawaii Statewide Coastal Highway Program Report. Department of Civil and Environmental Engineering, University of Hawai'i at Manoa, doi: 10.17632/frr3fsx3j6.2. HDOT (State of Hawaii Department of Transportation). “StateRoutes_SDOT” [shapefile]. Scale Not Given. State Routes. Hawaii Statewide GIS Program. Retrieved from http://files.hawaii.gov/dbedt/op/gis/data/StateAndCountyRoutes.shp.zip (December 2017). HOLIS, C&CH (Honolulu Land Information System, City and County of Honolulu). “Oah_streets” [shapefile]. Scale Not Given. Oahu Street Centerlines. Hawaii Statewide GIS Program. Retrieved from http://geoportal.hawaii.gov/datasets/roads-honolulu-county (December 2017). Zachry, B.C., Booth, W.J., Rhome, J.R., and Sharon, T.M. (2015). A national view of storm surge risk and inundation. Weather, climate, and society, 7(2), 109-117. (Personal Communication)
DOI: 10.17632/9rdgh255fd
title: Data for: Urban trees, house price, and redevelopment pressure in Tampa, Florida

description: Data used to estimate a hedonic model of the relationship between trees and house price in Tampa, Florida
DOI: 10.17632/t963ktp6ft
title: Bot Cooperation Experiment Dataset

description: This dataset is the code and data of the experiments involving networks of humans (1,024 subjects in 64 networks) playing a public-goods game to which we sometimes added autonomous agents (bots) programmed to use only local knowledge. We show that cooperation can not only be stabilized, but even promoted, when the bots intervene in the partner selections made by the humans themselves, re-shaping social connections locally within a larger group. The "code" directory has the R codes to analyze the experiment data at both group and individual level in the "data" directory. The dataset also has the raw data of each experiment session with the JSON format in the "data/raw" directory. The sub directory "exp1" has the data of experiment with 6 bot treatments and 1 additional bot visibility treatment. The sub directory "exp2" has the data of supplementary experiment with 1 single network-engineering bot having 5 ties.
DOI: 10.15468/dl.yx3m7v
title: Occurrence Download

description: A dataset containing 539 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Observation, Human Observation, Machine Observation, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Gibbula magus (Linnaeus, 1758)"
 ]
}

 The dataset includes 539 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009067-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/x3gpr74p2t
title: Heatwaves Suppress Isoprene Emission Optima in Subtropical Eucalyptus: Implications for Biogenic VOC Modeling under Extreme Thermal Events

description: Data for the article entitled “Heatwaves Suppress Isoprene Emission Optima in Subtropical Eucalyptus: Implications for Biogenic VOC Modeling under Extreme Thermal Events”
DOI: 10.6078/d19m6j
title: Dryad dataset awaiting publication

description: :unas
DOI: 10.17632/zdgmdg7p25
title: Highway Vehicle Surveillance Dataset (HVSD)

description: Geo-Heinz Vehicle Dataset (GHVD) is a carefully selected collection of highway monitoring videos designed to support research in vehicle detection, tracking, and intelligent transportation systems. The dataset consists of original video clips captured under different environmental conditions—sunny, nighttime, and rainy—mimicking real-world dynamic highway traffic environments. In addition to the raw videos, GHVD includes the processed result from our new Geo-Heinz Mean Corner Detection Algorithm. The result contains annotated bounding boxes, vehicle IDs, and other corner detection information from the original videos. This dataset offers researchers a robust testbed for experimenting with real-time detection and tracking algorithms and allows comparative study with traditional and deep learning–based approaches, ultimately leading to increased reproducibility and follow-on innovations in intelligent transportation systems.
DOI: 10.17632/n7v478zx9b
title: Cardamom supplement

description: This data related to an meta-analysis
DOI: 10.17632/kyydytc3t6
title: Empirical materials: Crisis-resilience of family-owned and international hotels in Germany and Austria

description: The research on crisis-resilience of hotels in Germany and Austria is conducted in the framework of Covid-19. Integrative models of resilience are applied for investigation of business-implementation perspectives. The research took place between February and May 2021 which resulted in 21 valid expert-interviews (Austria: 8, Germany: 13), among them family-owned (Austria: 4, Germany: 7) and chain-hotels (Austria: 4, Germany: 6).
DOI: 10.17632/4wbbs3b9h8
title: Data for: Why So Many Published Sensitivity Analyses Are False. A Systematic Review of Sensitivity Analysis Practices

description: This is the initial query data base
DOI: 10.17632/x647sbcbh4
title: Surface electromyography signals - finger_position

description: Six subjects, healthy able-bodied (three men, three women) aged 20-24 participated in the study and were instructed to grasp five spheres randomly. The spheres are made of expanded polystyrene (negligible weight) with different diameters. Volunteers are seated comfortably and perform the requested fastening of a sphere D_i (i = 1, ..., 3). Electrodes are placed on five muscles of volunteers known as superficial muscles: flexor carpi radialis, flexor carpi ulnaris, flexor pollicis longus, flexor digitorum profundus, and extensor digitorum. The results of experiments are shown as F1, F2, and F3 for females and M1, M2 and M3, for males. This is research in progress where we are developing a new approach to distinguish finger positions with very low mechanical fluctuations. The study uses electromyographic data, which is recorded while the hand of subjects is constricted to grasp a set of spheres with a small variation in diameter. The experiment is organized in batches; each subject performed a batch, which is established as the grasps of three spheres randomly with a span of six seconds between each grasp. A relaxing period of twenty seconds between batches is introduced to avoid muscular fatigue. Subjects are prompted to perform six batch repetitions. In order to synchronize the task of grasping and the recording of signals, subjects are trained to introduce a short contraction at the beginning and at the ending of grasping each sphere which is triggered by an auditory cue. Data was obtained with Trigno Wireless System (Delsys).
DOI: 10.17632/7py4gpdm7s
title: Does the environmental tax affect the within-firm pay gap? Evidence from China

description: The impact of the environmental tax on internal income distribution within firms is a crucial extension for evaluating the economic effects of environmental regulation policies. However, the existing literature focuses primarily on environmental effects and the Porter hypothesis, giving little attention to this topic. Using data from Chinese A-share listed companies from 2018 to 2021, we examine how the Chinese environmental protection tax affects intrafirm wage disparities. Our findings indicate that the environmental tax widens the pay gap between managerial and ordinary employees. Mechanism tests show that the environmental tax’s governance effect raises managerial compensation levels, whereas cost effects decrease wages for ordinary employees. This effect is particularly pronounced in nonstate-owned firms, competitive industries, and regions with stricter environmental tax collection standards. This study makes an empirical contribution to our understanding of the effects of the environmental tax on income distribution in practice.
DOI: 10.15468/dl.xpxphf
title: Occurrence Download

description: A dataset containing 238766 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Arachnida",
 "Year is 2010"
 ]
}

 The dataset includes 238766 records from 663 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009062-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/mtrw43s753
title: Data for: CTCF mediated genome architecture regulates the dosage of mitotically stable mono-allelic expression of autosomal genes

description: Supplementary data for the article "CTCF mediated genome architecture regulates the dosage of mitotically stable mono-allelic expression of autosomal genes" by Chandradoss et al