cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.26820409.v1
title: data.xlsx

description: This dataset contains technical specifications and performance criteria for various electric vehicle (EV) models. A total of 15 different EV models have been evaluated, each based on 20 different criteria. These criteria are categorized into cost and benefit criteria. Below is a detailed description of the key criteria included in the dataset:<b>Price</b>: The selling price of the vehicles, categorized as a cost criterion.<b>Combined Consumption in Mild Weather</b>: The energy consumption performance of the vehicles under mild weather conditions, categorized as a cost criterion.<b>Acceleration</b>: The time it takes for the vehicles to accelerate from 0 to 100 km/h, categorized as a benefit criterion.<b>Top Speed</b>: The maximum speed that the vehicles can achieve, categorized as a benefit criterion.<b>Total Power</b>: The total power output capacity of the vehicles, categorized as a benefit criterion.<b>Total Torque</b>: The maximum torque the vehicles can generate, categorized as a benefit criterion.<b>Usable Battery Capacity</b>: The usable battery capacity of the vehicles, categorized as a benefit criterion.<b>Warranty Period</b>: The warranty period offered for the vehicles, categorized as a benefit criterion.<b>Charge Power (10-80%)</b>: The power capacity at which the vehicles can charge from 10% to 80%, categorized as a benefit criterion.<b>Charge Time</b>: The time required for the vehicles to reach a certain charge level, categorized as a cost criterion.<b>Charge Speed</b>: The speed at which the vehicles charge, categorized as a benefit criterion.<b>WLTP Range</b>: The driving range of the vehicles as determined by the Worldwide Harmonized Light Vehicles Test Procedure (WLTP), categorized as a benefit criterion.<b>WLTP Rated Consumption</b>: The energy consumption values of the vehicles according to WLTP standards, categorized as a cost criterion.<b>Adult Occupant Safety</b>: The safety performance of the vehicles for adult occupants, categorized as a benefit criterion.<b>Child Occupant Safety</b>: The safety performance of the vehicles for child occupants, categorized as a benefit criterion.<b>Vulnerable Road Users Protection</b>: The vehicles' performance in protecting vulnerable road users such as pedestrians and cyclists, categorized as a benefit criterion.<b>Safety Assist</b>: The safety assist systems provided by the vehicles, categorized as a benefit criterion.<b>Maximum Payload</b>: The maximum payload capacity of the vehicles, categorized as a benefit criterion.<b>Cargo Volume</b>: The cargo volume capacity of the vehicles, categorized as a benefit criterion.<b>Unladen Weight (EU)</b>: The unladen weight of the vehicles as per EU standards, categorized as a cost criterion.This dataset provides a comprehensive overview of the various factors that can influence the decision-making process when selecting an electric vehicle, by balancing both cost and benefit criteria.
DOI: 10.6084/m9.figshare.5487316.v1
title: sample.rar

description: SCCP
DOI: 10.6084/m9.figshare.6882647.v2
title: BioWordVec: Improving Biomedical Word Embeddings with Subword Information and MeSH Ontology

description: Distributed word representations have become an essential foundation for biomedical natural language processing (BioNLP). Here we present BioWordVec: an open set of biomedical word embeddings that combines subword information from unlabelled biomedical text with a widely-used biomedical ontology called Medical Subject Headings (MeSH). Our BioWordVec data contain two embedding files “bio_embedding_intrinsic” and “bio_embedding_extrinsic”. "bio_embedding_intrinsic" is for intrinsic tasks and used to calculate or predict semantic similarity between words, terms or sentences. "bio_embedding_extrinsic" is for extrinsic tasks and used as the input for various downstream NLP tasks, such as relation extraction or text classification.Both sets are in binary format and contain 2,324,849 distinct words in total where 2,309,172 words come from the PubMed and 15,677 from MeSH. All words were converted to lowercase and the number of dimensions is 200.
DOI: 10.7274/28781864.v1
title: Spinoza on Parallelism and the Ontology of Thought

description: In this dissertation, I investigate whether Spinoza can consistently maintain his doctrine of parallelism while acknowledging the existence of four distinct types of ideas. Parallelism asserts a strict one-to-one correspondence between each idea and its object, establishing an isomorphic structure between the mental and physical worlds. This doctrine carries four implications: (1) the number of modes under each divine attribute must be equal, (2) each idea necessarily corresponds to and must be true of its object, (3) every idea must represent an external object, and (4) each idea and its object are one and the same thing, conceived under different attributes.
Despite these implications, Spinoza’s system also acknowledges the existence of four types of ideas that appear to challenge them: ideas of ideas, which seem to multiply the number of modes under the attribute of thought; false ideas, which suggest that not all ideas correspond truthfully to their objects; beings of reason, which have no corresponding object outside the intellect; and the idea of God, which, if identical to its object, threatens to collapse the fundamental distinction between substance and mode. This dissertation systematically examines these challenges and demonstrates how the existence of the four types of ideas can be reconciled with parallelism.
Drawing on Spinoza’s theories of distinctions and representation, I argue that the metaphysical structure of ideas allows for the unity of ideas and the ideas representing them without violating the numerical balance of modes across divine attributes. Furthermore, I show that Spinoza’s account of error, beings of reason, and the idea of God align with parallelism when properly understood. By resolving these tensions, this dissertation advances a more comprehensive understanding of Spinoza’s parallelism and sheds light on the character of Spinoza’s metaphysical system as shaped by this commitment.
DOI: 10.17632/w36v9gx9d6
title: Trace element evidence for diverse origins of superheavy pyrite in Neoproterozoic sedimentary strata

description: Data S1 includes all LA-ICP-MS analyses (3632) used for supervised machine learning model training and testing (including in-sample-locality and out-of-sample-locality testing). The data were also used for HCA and PCA analyses. Data S2 includes LA-ICP-MS trace element analyses of samples from Cui et al. and Xiao et al. projects.
DOI: 10.6084/m9.figshare.12364061.v1
title: Dataset for "Drivers of Increasing Global Crop Production: A Decomposition Analysis"

description: These files contain the source data for the decomposition analysis presented in "Drivers of increasing global crop production: a decomposition analysis". The raw data was sourced from the Food and Agricultural Organization of the United Nations (FAO). <br>The file<i> cropData.csv</i> contains global crop data from 1961 to 2015 which has been prepared and aggregated as described in the paper. The file <i>cropArea.csv</i> contains aggregate global cropping area for each year during the same period.<br>Original data source: FAO. Crops. License: CC BY-NC-SA 3.0 IGO. Extracted from: http://www.fao.org/faostat/en/. Date of Access: 24/05/2019
DOI: 10.6084/m9.figshare.1558254.v1
title: Evolution and role of the follicular epidermal gland system in non-ophidian squamates

description: Many lizard and amphisbaenian lineages possess follicular glands in the dermis of the inner thighs and/or the area anterior to the cloaca. These tubular glands produce a holocrine secretion that finds its way to the external world through pore-bearing scales (femoral and/or preanal pores). Secretions are composed of proteins and many lipophilic compounds that may function as chemosignals in lizard and amphisbaenian communication. In recent years, we have begun to develop an understanding of the adaptive significance of these secretions, and they are currently thought to play an important role in a variety of processes in these animals. While it appears that epidermal gland secretions function in intra- and interspecific recognition and territoriality, research has focused largely on their role in mate assessment. Despite these recent studies, our knowledge on the true role of the chemicals found in epidermal secretions remains poorly studied, and there are many possible avenues for future research on this topic. Here, we review the literature on the follicular epidermal glands of non-ophidian squamates and provide a first taxon-wide overview of their distribution.
DOI: 10.6084/m9.figshare.28950647.v1
title: Data and software for "Think outside the plots: perimeter measurements and spatial modeling mitigate confounding in a 145 year experiment"

description: Data and R code for the publication "Think outside the plots: perimeter measurements and spatial modeling mitigate confounding in a 145 year experiment" by Eric Potash, Yuhei Nakayama, Michael Douglass, Guadalupe Gonzalez, and Andrew Margenot to appear in Agricultural & Environmental Letters (2025). Contains the following files:<code>morrow_esm_10k.csv</code>: equivalent soil mass measurements to a reference mass of 10 Gg ha-1 of SOC stocks at the Morrow Plots.<code>morrow_helper.R</code>: R code functions to support analysis<code>figshare.qmd</code>: quarto markdown notebook that performs the analysis in the article and generates the figures.<code>fighshare.pdf</code>: rendering of the notebook to pdf
DOI: 10.17632/vtsgxnwswn
title: Data for: Short-term wind power forecasting approach based on clustering algorithm and Seq2Seq model using NWP data

description: The Sotavento wind farm is located in Galicia, Spain (43.354377N, 7.881213W, m.a.s.l.). It consists of 24 wind turbines and the installed capacity is 17.56 MW. The historical wind speed, wind direction and total power output of 24 wind turbines with 10-min resolution of this wind farm in 2016 are listed.
DOI: 10.6084/m9.figshare.12296171.v1
title: Sequences and annotations of SOLSEv5.0 transcriptome

description: Unzip the archive to find: 1) File <b>SOLSEv5.0.fasta</b> containing every transcript identifier and its sequence in fasta format.2) File <b>SOLSEv5.0_ORTH_Drerio.tsv</b> including the zebrafish orthologue (Subject_id) for every TT (Query_id) and its description as tab-separated values.3) File <b>SOLSEv5.0_annot.tsv</b> containing more annotations for each TT, such as its length, UniProtKB orthologue with identity %, structural status, open reading frame location in the TT, description, GOs, KEGG codes, InterPro IDs, Pfam, EC and Unipathway, as tab-separated values.
DOI: 10.6084/m9.figshare.19778518.v1
title: GIOPED_2007_2018

description: Global Inflation-to-Output Price Elasticity Database (GIOPED)
DOI: 10.6084/m9.figshare.26214737.v1
title: RTH-CONDIS: Ready-To-Harvest Cotton Discerning Imageset

description: Image dataset created for the project "Fast Ready-to-harvest Cotton Detection and Classification with YOLOv8 in Greenhouse Crops".Contains a collection of cotton bolls in different growth stages, from flowers to open, ready-to-harvest cotton bolls. Pictures have been collected by the personnel at Centro de Edafología y Biología Aplicada del Segura, CEBAS-CSIC.
DOI: 10.6084/m9.figshare.28853663.v1
title: T1-T3_word

description: Text Mining
DOI: 10.6084/m9.figshare.96967.v2
title: image.jpg

description: _
DOI: 10.17632/8fg4kthydv
title: Data accompanying the manuscript "Distribution and Drivers of Organic Carbon Sedimentation along the Continental Margins "

description: Data accompanying the manuscript "Constraining the margin organic C flux"
DOI: 10.17632/frr3fsx3j6
title: Coastal Road Exposure Susceptibility Index (CRESI) for the State of Hawaii Statewide Coastal Highway Program Report

description: This dataset contains all relevant measures, interpretations, and rankings used to determine Coastal Road Exposure Susceptibility Indices (CRESI) for 303 mileposts and points of interest across coastal state routes in Hawaii. CRESI variables are beach and coast geomorphologies, erodible land buffer volume, ground slope, coastal ground cover and structures, road base or subgrade, armoring, relative sea-level change rate, shoreline accretion or erosion rate, mean tidal change, and significant wave height. CRESI ranking criterions are described in chapter 1 of the State of Hawaii Statewide Coastal Highway Program Report. Access database files are delineated by island and contain field measurements, interpretations, and CRESI rankings for all mileposts and variables. Notes, locations, and images taken in the field are embedded in the Access "Field Forms" for each milepost. Data collection figures summarize and outline individual milepost assessments with relevant field measurements, images, and cross-sectional drawings. This project was funded by the Hawaii Department of Transportation, HWY-06-16, entitled "Statewide Highway Shoreline Protection Program Study Update."
DOI: 10.17632/hdhchngky8
title: DATA of the paper: "Extensive Experimental Investigation for the Optimization of the Energy Consumption of a High Payload Industrial Robot with Open Research Dataset"

description: The files here are related to the paper: "Extensive Experimental Investigation for the Optimization of the Energy Consumption of a High Payload Industrial Robot with Open Research Dataset". See the paper for more details The folder "data" contains all the experimental data subdivided into three files, one for each experiment type. The MATLAB script "graphs.m" generates all the graphs in the paper. The MATLAB script "maps.m" generates all the maps in the paper.
DOI: 10.6084/m9.figshare.14672424.v2
title: Emotions and Sport_Dataset

description: Reaction times to the dot-probe task before and after prolonged endurance exercise.
DOI: 10.6084/m9.figshare.29176409.v1
title: N mineralization data

description: We combined field and laboratory analyses to assess how biocrusts influence N inputs, turnover, and shrub uptake in a representative semiarid shrubland dominated by <i>Artemisia ordosica</i> on the Chinese Loess Plateau. Our results showed that biocrusts significantly enhanced N fixation potential across 0–20 cm, as indicated by elevated <i>nifH</i> gene abundance of cyanobacteria (0–10 cm) and heterotrophic diazotrophs (10–20 cm). Biocrusts also increased soil inorganic N pools and accelerated net ammonification, nitrification, and N mineralization throughout the growing season, especially in summer, by increasing the supply of labile C and N substrates and enhancing N-cycling enzyme activities. These processes were strongly regulated by the interaction between soil moisture and temperature, with biocrusts amplifying their coupling effect. Moreover, biocrusts slightly reduced the temperature sensitivity of soil N mineralization under shrub canopy. Notably, shrub-biocrusts patches exhibited higher shrub leaf N content and more depleted δ<sup>15</sup>N values than shrub patches, indicating that biocrusts enhanced plant N uptake and increased reliance on biologically fixed N.
DOI: 10.6084/m9.figshare.5146825.v1
title: The epic of Sumanguru Kante - Stephen P.D. Bulman & Valentin F. Vydrine

description: <i>The epic of Sumanguru Kante</i> contains the Bamana text and English translation of griot Abdoulaye Sako’s oral narrative of the life of Sumanguru, recorded in 1997 in Koulikoro (Mali), together with explanatory notes, a scholarly introduction, and sections on the Bamana language and musical accompaniment. Sumanguru is a familiar figure within Manding epic oral traditions about ancient Mali. But while these narratives generally focus on Sunjata Keita, Sako’s oral poem is rare in according Sumanguru the central role. In so doing he includes hitherto undocumented episodes relating to Sumanguru’s life and role as the ruler of Soso, the little known state said to have flourished in the western Sudan between the fall of ancient Ghana and rise of ancient Mali.
DOI: 10.17632/2f3hchym9v
title: Global flea collection specimen details: Supplementary Table 1

description: A total of 5128 fleas (3585 female, 1520 male and 23 unknown) were collected from 57 countries across all continents (n = 6) except Antarctica, from October 2012 to March 2017. The most common flea was the cat flea Ctenocephalides felis (n = 4772; 93.0%) inclusive of three subspecies: Ctenocephalides felis felis (n = 3856), Ctenocephalides felis strongylus (n = 32) and Ctenocephalides felis damarensis (n = 4) as well as an additional number (n = 436) that were either unable to be assigned due to ambiguous morphologies (Ctenocephalides felis “transitional”; n = 29) or were not processed for slide-mounting and thus unable to be classified to subspecies level. The second most common flea including all non-Ctenocephalides species was the dog flea Ctenocephalides canis (n = 208; 4.1%) followed by the sticktight flea Echidnophaga gallinacea (n = 195; 3.8%), Ctenocephalides orientis (n = 194; 3.8%) and the human flea Pulex irritans (n = 119; 2.3%). The remaining 1% was represented by 8 species: Echidnophaga larina (n = 24), Ctenocephalides connatus (n = 12), Ceratophyllus gallinae (n = 7), Echidnophaga myrmecobii (n = 3), Nosopsyllus fasciatus (n = 1), Leptopsylla segnis (n = 1), Xenopsylla cheopis (n = 1) and Ceratophyllus sp. (n = 1). There was a total of 49 cases of mixed flea infestations on a single host with the most common sympatry occurring between C. felis and E. gallinacea (16 cases) followed by C. felis and C. orientis (11 cases), C. felis and C. canis (9 cases) and C. felis and P. irritans (7 cases). Fleas were predominantly collected from domestic dogs and cats. This included owned and stray dogs (Canis lupus familiaris; n = 541) and owned and feral cats (Felis catus; n = 228). An additional 33 samples were collected from either cats or dogs. Other canid hosts included red foxes (Vulpes vulpes; n = 99), jackals (Canis aureus; n = 4) and a wolf (Canis lupus signatus; n = 1). A small number of samples (n = 12) were collected from other hosts, both wild and domestic. These include four domestic goats (n = 7 fleas), five Cape ground squirrels (Xerus inauris) (n = 8 fleas), one slender mongoose (Galerella sanguinea) (n = 1 flea), one Rueppell`s Starling (Lamprotornis purpuropteraone) (n = 1 flea), two humans (n = 2 fleas) and one ferret (n= 1 flea). An average of 90 fleas were collected from each country ranging between 1 (Canada and Costa Rica) and 1093 (Australia) (median = 23) from a total of 937 hosts. The largest number of fleas including all species was obtained from Oceania (n = 1560), followed by Europe (n = 1283), Asia (including eastern Russia; n = 803), Africa (n = 742), South America (n = 412) and then North America (n = 323). Only two flea species were found across all continents: C. felis and C. canis. A further two species were present across multiple continents: Pulex irritans in Europe, Oceania, North America and Africa and Echidnophaga gallinaceae from Oceania and Africa. All remaining species were bound to single continents.
DOI: 10.6084/m9.figshare.12950846.v1
title: Supplementary Material for: Predictive Significance of Charcot-Leyden Crystal Protein in Nasal Secretions in Recurrent Chronic Rhinosinusitis with Nasal Polyps

description: <b><i>Introduction:</i></b> The recurrence occurs frequently among patients with chronic rhinosinusitis with nasal polyps (CRSwNP), and predictors that could be conveniently detected during practice in outpatient service are needed. <b><i>Objective:</i></b> We aimed to illustrate that the concentration of Charcot-Leyden crystal (CLC) in nasal secretions can effectively and noninvasively predict polyp recurrence. <b><i>Methods:</i></b> 108 patients with CRSwNP were divided into recurrence (<i>n</i> = 68) and recurrence-free (<i>n</i> = 40) groups. Preoperative CLC concentrations in nasal secretions were collected and detected by ELISA. Polyp tissues were harvested during biopsy or endoscopic sinus surgery and were evaluated for inflammatory cells by histopathological staining. Demographic information and the clinical characteristics of each patient were reviewed for associations with recurrence. Binary logistic regression analysis was performed to determine predictive factors for polyp recurrence. Receiver operating characteristic (ROC) curves and the Youden index were performed to determine their predictive values. Survival analysis was performed to compare recurrence risk of patients with different CLC concentrations. <b><i>Results:</i></b> Sixty-eight (62.96%) patients developed recurrence during a 12- to 33-month postoperative follow-up. CLC concentrations in nasal secretions were positively correlated with eosinophil percent in polyp tissue and peripheral blood and were significantly higher in patients of the recurrence group than in the patients of the recurrence-free group (<i>p &lt;</i> 0.001). Binary logistic regression and ROC curve demonstrated that CLC protein in nasal secretions is predictive of polyp recurrence. According to the Youden index, a CLC concentration of 34.24 ng/mL can predict postoperative polyp recurrence with 92.6% sensitivity and 87.5% specificity. Patients with CLC concentrations higher than the cutoff value yielded a higher risk of recurrence (<i>p &lt;</i> 0.001, HR = 11.31, 95% CI: 6.41–19.98). <b><i>Conclusions:</i></b> CLC protein in nasal secretions may serve as a promising noninvasive biomarker to predict CRSwNP recurrence.
DOI: 10.6084/m9.figshare.28666520.v4
title: Ethology

description: The data is for the submitted manuscript about coffee concentration-dependent enhancement and sleep deprivation recovery in <i>Drosophila melanogaster</i> (fruit fly).
DOI: 10.17632/fyc69tr6p9
title: MATLAB code for XRF Spectral Analysis

description: XRF spectral analysis: element identification and peak quantification. Matlab code allowing to manually or automatically identify elements and quantify peaks from XRF spectra. Run "master.m" to start the spectral analysis. An option window will appear, allowing to perform a manual or automatic analysis of one or multiple XRF spectra (read in as .txt files). An option is available to automatically generate Excel sheets with the analysis results.
DOI: 10.17632/ph2xy7nhmc
title: The Role of Participatory Budgeting in Enhancing Citizen Engagement: A Comprehensive Analysis

description: This article provides a comprehensive analysis of how participatory budgeting functions as a tool for enhancing citizen engagement in local governance. By combining quantitative data from municipalities across Brazil, Italy, and the United States with qualitative insights from interviews with government officials and community members, the study explores the measurable impacts of participatory budgeting on voter turnout, public meeting attendance, and trust in local authorities. It further discusses how this democratic innovation fosters transparency, accountability, and social inclusion while identifying both the opportunities and challenges associated with its implementation. The findings offer valuable policy recommendations and contribute to the broader discourse on democratic renewal and citizen empowerment in contemporary governance.
DOI: 10.17632/zg2268xzwv
title: Replication Package for "The Impact of Prices on Analyst Cash Flow Expectations: Reconciling Subjective Beliefs Data with Rational Discount Rate Variation"

description: Replication Package for "The Impact of Prices on Analyst Cash Flow Expectations: Reconciling Subjective Beliefs Data with Rational Discount Rate Variation" by Aditya Chaudhry.
DOI: 10.25386/genetics.7568822.v2
title: Supplemental Material for Plante and Labbé, 2019

description: Supplemental Table S1<br>