cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.4121/uuid:68726926-5ac5-4fab-b873-ee76ea412399
title: Production Analysis with Process Mining Technology

description: The comma separated value dataset contains process data from a production process, including data on cases, activities, resources, timestamps and more data fields.
DOI: 10.6084/m9.figshare.24624762.v1
title: Supplementary Material for: Estimated prostate volume by semiautomatic segmentation of MRI is more accurately correlated with radical prostatectomy specimen weight than the volume calculated by ellipsoid formula

description: Background: Accurate in-vivo prostate volume (PV) estimation is important for obtaining prostate-specific antigen density (PSAD) and further predicting clinically significant prostate cancer (csPCa). We aimed to evaluate the accuracy of multiparametric magnetic resonance imaging (mpMRI) estimated PV compared to both volume and weight of radical prostatectomy (RP).
Patients and Methods: We identified 310 PCa patients who underwent RP following combined targeted and systematic biopsy in our institution from September 2019 to February 2021. The MRI PV was determined using a semiautomated segmentation algorithm. Formula (prostate weight=(actual weight- 3.8g)/ 1.05 g/ml) was applied and the resulting volume was used in further analysis. RP PV was calculated using the prolate ellipsoid formula (width × height × length × π/6). 
Results: The median PV from MRI, RP and RP weight were 39 ml, 38 ml and 44 ml, respectively. Spearman's rank correlation coefficients (ρ) were 0.841 (MRI PV vs RP weight), 0.758 (RP PV vs RP weight) and 0.707 (MRI PV vs RP PV) (all p&lt;0.001). Decreased correlation between the MRI PV and RP PV was observed in the larger (more than 55ml) prostate. The PSAD derived from MRI PV showed most efficient to detect csPCa in RP specimen (57.9% vs 57.6% vs 45.4%)
Conclusion: MRI PV is correlated better with RP weight than calculated RP PV especially in larger prostate. The high csPCa detection rate in final pathology suggested that PSAD derived from MRI PV can be confidently used in clinical practice.
DOI: 10.6084/m9.figshare.5656069.v1
title: Spreadsheet of journal subscription costs

description: Derived expenditure data using best understanding of universities' replies, and using constant exchange rate of $NZ1 = A$0.90= US$0.77 = EUR0.63. Figures given in US$. Estimated EFT academic/research staff and student numbers obtained by reading each university's 2016 report and spot-checking that numbers had not changed greatly in the period 2013-2016.
DOI: 10.15468/dl.wke2c2
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Argentina silus (Ascanius, 1775)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((26.9648 28.8496,17.9648 28.8496,17.9648 19.8496,26.9648 19.8496,26.9648 28.8496))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013278-250525065834625/datasets/export for details.
DOI: 10.17632/bycbh73438
title: Images of Soybean Leaves

description: Este conjunto de dados é composto por três pastas de imagem de folhas de soja: Caterpillar, Diabrotica Speciosa e saudável. As imagens são de folhas de soja danificadas por lagartas, diabrotica speciosa e imagens saudáveis (ou seja sem os danos dos dois insetos citados). As imagens foram capturadas em ambiente real, com as interperies da natureza, como: vento, sol, sombras, nublado. São 6.410 imagens no dataset, divididas entre as 3 (tres) pastas: lagarta - 3.309, diabrotica speciosa - 2.205 e saudável - 896. Essas imagens foram padronizadas por dimensão 500 x 500 e rotação de 45, 90 e 180 graus para aumentar o dataset. Os dados estão in natura, o que permite que o pesquisados aplique os filtros e ferramentas de pré-processamento que precisar. As imagens foram capturadas com smartfones e drones. As alturas de capturas foram variadas, pois não temos em bibliografia qual seria uma altura ideal Os pesquisadores poderão utilizar esse conjunto de dados em pesquisas que utilizem tecnologias computacionais como: inteligência artificial, machine learning, deep learning, entre outros. Este dataset poderá ser utilizado no treinamento de modelos para predição de produção, controle de pragas (lagarta e diabrótica speciosa), através do danos nas folhas, calculo de porcentagem de danos nas folhas, identificação e diagnóstico de pragas.
DOI: 10.17632/cnc3tkbwcm
title: AsiaRiceMap10m  Example data

description: This example dataset is associated with the database "High resolution annual paddy rice maps for Southeast and Northeast Asia in 2017-2019"  (AsiaRiceMap10m). 


*** The data file is in “.tif" format

*** Temporal Resolution: Yearly

*** Pixel size: 10 m

*** Projection information: EPSG: 4326

*** Crop Type: Paddy rice.

*** Year: Values from 2017 to 2019
DOI: 10.17632/p2bhw868dn
title: Utilizing NanoBRET technology to measure BRAF autoinhibition in live cells 

description: BRAF is frequently activated via mutation in human cancer and the RASopathy syndromes; however, for BRAF activation to occur, autoinhibitory interactions between the regulatory and catalytic domains must be relieved. We have generated isolated BRAF catalytic and regulatory domain proteins where the catalytic domain is tagged with a NanoLuc energy donor and the regulatory domain is fused to a HaloTag for labeling with an energy acceptor. These constructs can be used in a proximity-based, NanoBRET assay for measuring BRAF autoinhibition in live cells.  This data set contains raw scans of blots that show protein expression levels in control experiments for assay optimization.
DOI: 10.6084/m9.figshare.18516269.v1
title: Soil_data_full_range_WRC_Kw.xlsx

description: The dataset contains measured water retention and hydraulic conductivity for 12 soils, which are mainly collected from Supporting Information of Rudiyanto et al. (2015) WRR and Stanić et al. (2020) WRR.
DOI: 10.6084/m9.figshare.21561870.v1
title: ASV relative abundance data of a randomized clinical trial for functional constipation

description: This is a dataset including the ASV taxon relative abundace from all of a randomized clinical trial in functional constipation individuals.
DOI: 10.15482/usda.adc/1423875
title: Gerris buenoi genome annotations v0.5.3
DOI: 10.17632/xw88pgzybn
title: Code - Optimal sequential strategy to improve the precision of the estimators in a discrete choice experiment: a simulation study

description: Code to reproduce the 'strategies' followed in "Optimal sequential strategy to improve the precision of the estimators in a discrete choice experiment: a simulation study".
DOI: 10.6084/m9.figshare.23676579.v1
title: <b>Food web data from </b><i>Food web structure and energy flux dynamics, but not taxonomic richness, influence microbial ecosystem functions in a </i><i>Sphagnum</i><i>-dominated peatland. </i>

description: <b>Food web data used in the paper (compressed as a .zip object).</b>Food webs are from two microhabitats (WET and DRY) and three depths: living = 0-3 cm, decaying = 3-6 cm and dead = 6-9 cm from the Sphagnum capitula (in total 36 food webs).Each food web data includes the nodes of the food web, the environmental factors related to the food web and the trophic links. See the metadata file for details.Food webs have been uncovered using the method described in Barel et al. 2023, Soil Biology and Biochemistry.Please cite these two papers when using these data:Jassey, V.E.J., Petchey, O.L., Binet, P., Buttler, A., Eve Chiapusio, G., Delarue, F., Laggoun-Défarge, F., Gilbert, D., Mitchell, E.A.D., Barel, J.M., 2023. Food web structure and energy flux dynamics, but not taxonomic richness, influence microbial ecosystem functions in a Sphagnum-dominated peatland. European Journal of Soil Biology 118, 1164–5563. doi:10.1016/j.ejsobi.2023.103532Barel, J.M., Petchey, O.L., Ghafouli, A., Jassey, V.E.J., 2023. Uncover microbial food webs using machine learning. Soil Biology and Biochemistry (in press). <br>
DOI: 10.6084/m9.figshare.14594847.v1
title: Coding for Design Based Research in Mathematics Education

description: Papers about Mathematics Education using a Design Based Research methodology from 2012 to February 2021.
DOI: 10.6084/m9.figshare.28927334.v2
title: ESG and Value-at-Risk Help Improve Corporate Resilience in the Context of Controversial Events

description: The above content is the supplementary material of this article.
DOI: 10.17632/49r539hczn
title: values and science skepticism

description: Results (N = 509) indicated that Conservation metatype values were positively associated with anti-science, while Self-Transcendence and Openness to change metatypes were connected with support for science. We also found significant differences in value profiles between participants with lower vs. higher anti-scientific beliefs. We discuss the possible motivational underpinnings of these results.
DOI: 10.17632/6m4b8zrnpt
title: Comprehensive identification of SWI/SNF complex subunits underpins deep eukaryotic ancestry and reveals new plant components

description: Sequences used for analyses in the manuscript "Comprehensive identification of SWI/SNF complex subunits underpins deep eukaryotic ancestry and reveals new plant components"
DOI: 10.17632/thsvj4sycn
title: Brazilian Championship A-Series

description: This dataset contains the matches from 2003-2019 of the Brazilian Championship A-Series (BCAS). The main file is the matches-2003-2019.txt with self-explanatory columns (header). The other files are complementary to this one, one having average supporter attendance (average-attendance-2003-2019.txt) and the other with official rankings (ranking-2003-2019.txt). A more comprehensive study may be accessed in ResearchGate on the link: https://www.researchgate.net/publication/338595720_Predicting_Brazilian_Football_Championship_first_and_last_four_teams_between_2006_to_2019_since_mid-season All files are in GitHub as well: https://github.com/czekster/BCAS
DOI: 10.6084/m9.figshare.26198900.v1
title: Prevalence of dry eye disease among Hong Kong aquatic athletes before and after COVID: An exploratory study

description: The raw data investigated the unique challenges associated with exposure to chlorinated swimming pools and its potential influence on the prevalence of DED among young aquatic athletes.
DOI: 10.17632/y88ksnm8xx
title: Mode-II delamination properties of thick glass-fiber/epoxy composite laminates using end-loaded split experiments

description: The data shows the experimental results for Mode-II fracture properties of glass-fiber/epoxy composite laminates, which consist of 14 layers of continuous filament mats and 6 layers of quadriaxial sewed fabrics. The experiments were conducted using an end-loaded split testing apparatus according to the standard ISO 15114:2014, and the results were processed using the experimental compliance method with correction factors considered. Note the crack length measurements include microcracking-zone length. Due to the transverse shear effects from the large thickness and the asymmetric fiber layup of the sub-laminates, the R-curves derived contain certain errors.
DOI: 10.6084/m9.figshare.19744933.v10
title: Chatbot Ai-aun

description: Chatbot Ai-aun
DOI: 10.6084/m9.figshare.2067951.v1
title: Arousal and false memories.xlsx

description: This dataset refers to the experiment reported in the paper entitled "Arousal - but not valence - reduces false memories at retrieval". Recognition responses are shown in column "Response" (1 refers to "yes", 0 refers to "no"). Participants were divided into three mood-induction groups (negative, positive and neutral; see column "Group"). The effectiveness of mood-induction was tested on both dimensions of valence and arousal with the Self Assessment Manikin rating scale (i.e., SAM_PRE_VAL, SAM_PRE_ARO...)."Type" refers to the recognition item (whether it was target, or distractor at encoding; distractor could be either causal, gap-filling or inconsistent).<br>
DOI: 10.17632/sgvw92r92j
title: Data for: Elasto-plastic behaviour of a columnar structure of nanocrystalline iron with sharp &lt;011&gt; fibre texture

description: Molecular dynamics simulations of plastic deformation and mechanical response of a highly &lt;110&gt; textured nano-fibered bcc iron polycrystal
DOI: 10.17632/vxrznz3syh
title: New Jersey casino data

description: The data file (Stata), casinofinal.dta, includes quarterly online and B&m casino revenue, promotion, and hotel occupancy rate from 2012 to 2023. The user data of major US social media platforms are also included in the data set. Using the correlations between a casino’s online and B&M market shares in Atlantic City and the US social media platform user shares between 2012 and 2023, we developed a social media index to measure the effectiveness of social media marketing for the casino industry. Our findings indicate that SMMS used by online casinos increased patronage and spending in B&M casinos even though it did not increase long-term stay in Casino hotels.
DOI: 10.6084/m9.figshare.14442230.v1
title: GSE72056

description: Metastatic melanoma cells sequenced from humans.<br>
DOI: 10.6084/m9.figshare.16860160.v1
title: Data base _ prueba.sav

description: The Bem Sex-Role Inventory: proposal of a short version in Spanish<br><br>This study was approved by the Ethics Committee in Human Research at the University of Granada.
DOI: 10.6084/m9.figshare.28794887.v1
title: Single leg dynamic and static legpress exercise with a robotic training device

description: This project contains the data of 13 human subjects performing static and dynamic leg press exercises on a robotic leg press training device. All trials were performed at a force level representing the 60% MVC force (recorded in initial position), which was monitored through a visual feedback showing the prerecorded MVC and the 60% MVC levels.<br>The initial exercise position for each participant was set by placing the robot-mounted force plate to obtain 80° hip joint flexion, 50° knee joint flexion, and 0° at the ankle joint.Participants performed static trials in three different positions: in the initial position (neutral) and altered initial positions with 12° eversion (lat) and 12° inversion (med) of the ankle joint.Participants performed dynamic trials at a constant velocity of 0.025 m/s on a linear trajectory. The trajectory was set to induce a range from 80° to 40° knee flexion angle. Data was normalized to the movement trajectory from 0% to 100%.Data recorded were: Forces and moments applied to the force plate mounted at the endeffector of the robotic training device @ 2000 Hz, 3D Motion capture of the right leg and pelvis @ 100 Hz.<br>Data are stored in *.csv files. Participants were named by consecutive numbering from 1 to 13. All moment values are given in %BWHt.<b>Files:</b>data_static_EAM.csv: contains EAM values for the three static positions of the static trials calculated with the four models ref, osim_con, osim_fun1 and osim_fun2<br>data_static_sagittal_Moments.csv: contains AFM, KFM and HFM for the neutral position of the static trials calculated with the four models ref, osim_con, osim_fun1 and osim_fun2<br>data_dynamic_allMoments_mean_and_max.csv: contains the mean and maximum value of the EAM, AFM, KFM and HFM of the dynamic trials calculated with the four models ref, osim_con, osim_fun1 and osim_fun2<br>data_realtime_dynamic__timeseries.csv: contains the timeseries of the EAM of the dynamic trials calculated with the osim_fun1 model with the OpenSim tools and a Matlab embedded frame by frame real-time calculation approach<b>Abbreviations:</b>EAM: External knee joint adduction momentAFM: Ankle joint flexion momentKFM: Knee joint flexion momentHFM: Hip joint flexion moment<b>Models:</b>ref: Marker based reference model with functional jointsosim_con: Conventional scaled OpenSim modelosim_fun1: Scaled OpenSim model with integrated functional joint parameters 1osim_fun2: Scaled OpenSim model with integrated functional joint parameters 2osim_rt: Matlab embedded frame by frame real-time calculation of the inverse kinematics and inverse dynamics based on the osim_fun1 modelDetails of the models, the functional joint parameters, participants' anthropometry, experimental design will be referenced here upon publication of the related research article.
DOI: 10.6084/m9.figshare.5900335.v3
title: Supplementary Data for "Future scenarios of global plastic waste generation and disposal"

description: Here we provide a per-country results summary spreadsheet and high resolution global maps of total and mismanaged plastic waste generation as presented in Lebreton and Andrady (2019, https://www.nature.com/articles/s41599-018-0212-7). <br><b>LebretonAndrady2019_SummaryDatasheet.xlsx</b>Summary results for the 188 countries investigated in the study. The file contains three tabs for lower, midpoint and higher estimate for plastic waste generation as well as an additional tab for per-country waste statistics and population + GDP forecast used by the predictive model. The highlighted cells in the Country Statistics tab are model predicted values where data was not available.<br><b>LebretonAndrady2019_TotalPlasticWaste.tif</b>Total municipal plastic waste generation in kg.y<sup>-1</sup> in 2015, computed on a global 30 by 30 arc seconds resolution grid.<br><b>LebretonAndrady2019_MismanagedPlasticWaste.tif</b>Mismanaged Plastic Waste (MPW) generation in kg.y<sup>-1</sup> in 2015, computed on a global 30 by 30 arc seconds resolution grid.<br>Updated: -fixed negative waste generation values-removed rounding issues from .tiff file compression
DOI: 10.17632/4dd4gyg93r
title: An Interhemispheric Difference in Atmospheric Gaseous Elemental Mercury Isotopes Reveals a New Insight in Oceanic Mercury Emissions

description: This dataset contains the isotopic compositions of atmospheric gaseous elemental mercury in Terengganu, Malaysia.

Methods
1. Sample Collection: Two sampling sites, one inside the Universiti Malaysia Terengganu (M1, 103.088°E, 5.408°N, 0 m) and another inside the Polytechnic of Kuala Terengganu (M2, 103.136°E, 5.330°N, 0 m) were chosen for GEM sampling. GEM samples were collected continuously using chlorine-impregnated activated carbon (CLC, 0.5 g) traps at a 10-day time resolution from December 2019 to January 2021.

2. Preconcentration and Determination of GEM: GEM collected on CLC traps was thermally desorbed into 5 mL of mixed acid trapping solution (40%, 2HNO3/1HCl, v/v) and Hg concentration in the trapping solution was then measured using a cold vapor atomic fluorescence spectroscopy (CVAFS). GEM concentration in each GEM sample was calculated by dividing total Hg mass (ng) detected in the trapping solution by the sampling air volume.

3. Hg Isotope Analysis: Isotope ratios of GEM were measured by MC-ICPMS (Nu II, Instruments, U.K.) at the State key Laboratory of Environmental Geochemistry, CAS (Guiyang, China). MDF signatures of GEM are reported using delta notation (δ) and calculated as follows:

δxxxHgGEM = [ (xxxHg / 198Hg) GEM/ (xxxHg / 198Hg) NIST 3133 − 1] × 1000‰ (1)

where δxxxHgGEM represents the MDF signatures of GEM in per mil (‰), and xxx refers to the mass number of Hg isotopes (199, 200, 201, 202, and 204). The MIF signatures of GEM are expressed using the capital delta notation (Δ) and calculated based on the Kinetic MDF law as follows:

ΔxxxHgGEM = δxxxHgGEM − βxxx × δ202HgGEM (2)

where ΔxxxHgGEM represents the MIF signatures of GEM in per mil (‰), and βxxx are 0.252, 0.5024, 0.752, and 1.493 for 199Hg, 200Hg, 201Hg, and 204Hg, respectively.

In this study, when the 2sd values of GEM isotopic compositions were lower than the procedural RM 8610, 2sd values of the procedural RM 8610 were used to represent the 2sd of GEM isotopic compositions.
DOI: 10.17632/hpgmk6ctwh
title: Replication package for "Biodiversity Finance"

description: Replication code and simulated data for "Biodiversity Finance."
DOI: 10.17632/zcrknt4h4z
title: Residual feed intake in peripartal dairy cows is associated with differences in milk fat yield, ruminal bacteria, biopolymer hydrolyzing enzymes, and circulating biomarkers of immunometabolism

description: Supplemental Table S1. Ingredient composition of TMR diets fed during close-up (-28 d to calving) and fresh (from 1 to 28 DIM) periods in the 5 different published studies used for residual feed intake (RFI) evaluation. Supplemental Table S2. Nutrient composition and energy density (NRC, 2001) of TMR diets fed during close-up (-28 d to calving) and fresh (from 1 to 28 DIM) periods in the 5 different published studies used for residual feed intake (RFI) evaluation. Supplemental Table S3. Species-specific primers for the quantification of 17 key ruminal bacteria by quantitative RT-PCR assay in least-efficient and most-efficient multiparous Holstein dairy cows during prepartal and early lactation periods. Supplemental Table S4. Milk yield and composition in least-efficient (L-eff) and most-efficient (M-eff) multiparous Holstein dairy cows during the first 30 d of lactation in the subset used for blood plasma biomarker analyses. Supplemental Table S5. Milk yield and composition in least-efficient (L-eff) and most-efficient (M-eff) multiparous Holstein dairy cows during the first 30 d of lactation in the subset used for ruminal digesta sampling for measuring biopolymer degrading enzyme activities.
DOI: 10.6084/m9.figshare.1052996.v1
title: A P. aeruginosa serotype-defining single read from our first Oxford Nanopore run

description: Here is, I think, the first publically-available Oxford Nanopore read to be published. This came off our MinION instrument this morning (Wednesday 11th June). The DNA was derived from Pseudomonas aeruginosa strain 910 which originally came from hospital water. DNA was fragmented with Covaris G-Tube as per the Oxford Nanopore standard genomic library preparation protocol. The read maps to part of the P. aeruginosa O6-antigen determining region.
DOI: 10.6084/m9.figshare.20046839.v1
title: Supplementary Material for: Spontaneous Resolution of Macular Edema with Abnormal Vessel Crossing near the Central Macula by Congenital Retinal Macrovessel

description: We present a case of a congenital retinal macrovessel (CRM) with spontaneous resolution of cystoid macular edema. A 39-year-old woman with sudden decreased vision in her right eye was referred to our clinic and found to have a CRM with macular edema. Her visual acuity was 20/25. A week later, the macular edema disappeared without any treatment, and her visual acuity was 20/15. We performed optical coherence tomography angiography and fluorescein angiography (FA), which revealed no obstruction of retinal flow but a slight disturbance of retinal flow near the central fovea on FA. We encountered a case of spontaneous resolution of macular edema with abnormal vessel crossing near the central macula by a CRM, and multimodal imaging was useful for investigating the pathology of the disease.
DOI: 10.6084/m9.figshare.24638412.v1
title: Effects of aridification on soil total carbon pools in China’s drylands

description: Dataset for "Effects of aridification on soil total carbon pools in China’s drylands"The detailed experimental treatments and data processing can be found at Materials and Methods section of the publication.
DOI: 10.6084/m9.figshare.25838245.v1
title: sciplex_complete_middle_subset_lincs_genes

description: Created via chemCPA_fork/preprocessing/sciplex_ood_splits.ipynb at main · MxMstrmn/chemCPA_fork (github.com) from sciplex3
DOI: 10.6084/m9.figshare.28696607.v1
title: Data code regarding human mobility and social stratification in the post-pandemic era

description: This file includes test data and code processing of longitudinal human mobility OD data.