cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.7388747
title: GmHapMap REF-II

description: GmHapMap REF-II for imputationHaplotype-based tag SNPs from genic regions
DOI: 10.6084/m9.figshare.7388750
title: USDA 20K samples Imputed from GmHapMap

description: USDA 20K samples Imputed from GmHapMap
DOI: 10.6084/m9.figshare.7388753
title: GmHapMap Genotypes

description: GmHapMap Genotypes
DOI: 10.6084/m9.figshare.7388753.v1
title: GmHapMap Genotypes

description: GmHapMap Genotypes
DOI: 10.7284/120706
title: GNSS (Global Navigation Satellite System) data collected during research cruise OC1505A using a Ashtech ADU5 instrument system onboard the platform RV Oceanus

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.6084/m9.figshare.7388744
title: GmHapMap REF-I

description: GmHapMap REF-I for imputationPhased and imputed panel for 20 chromosomes of soybean
DOI: 10.6084/m9.figshare.7388738
title: GmHapMap Variants Annotation

description: GmHapMap Variants Annotation
DOI: 10.6084/m9.figshare.7388744.v1
title: GmHapMap REF-I

description: GmHapMap REF-I for imputationPhased and imputed panel for 20 chromosomes of soybean
DOI: 10.6084/m9.figshare.7388747.v2
title: GmHapMap REF-II

description: GmHapMap REF-II for imputationHaplotype-based tag SNPs from genic regions
DOI: 10.6084/m9.figshare.7388750.v2
title: USDA 20K samples Imputed from GmHapMap

description: USDA 20K samples Imputed from GmHapMap
DOI: 10.7284/120710
title: Gyrocompass data collected during research cruise OC1505A using a Sperry MK-37 instrument system onboard the platform RV Oceanus

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.6084/m9.figshare.7388738.v1
title: GmHapMap Variants Annotation

description: GmHapMap Variants Annotation
DOI: 10.6084/m9.figshare.7388750.v1
title: USDA 20K samples Imputed from GmHapMap

description: USDA 20K samples Imputed from GmHapMap
DOI: 10.6084/m9.figshare.7388729
title: GmHapMap, Gene-Centric Haplotypes (GCHs)

description: Gene-Centric Haplotypes (GCHs) for 55K genes of soybean.
DOI: 10.6084/m9.figshare.7388732
title: GmHapMap_VarType

description: GmHapMap variants and its type
DOI: 10.7284/120712
title: Hygrometer data collected during research cruise OC1505A using a Vaisala HMT300 instrument system onboard the platform RV Oceanus

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.6084/m9.figshare.7388729.v1
title: GmHapMap, Gene-Centric Haplotypes (GCHs)

description: Gene-Centric Haplotypes (GCHs) for 55K genes of soybean.
DOI: 10.6084/m9.figshare.7388732.v1
title: GmHapMap_VarType

description: GmHapMap variants and its type
DOI: 10.6084/m9.figshare.7388645
title: Gut microbiota of Yangtze finless porpoises (Neophocaena asiaeorientalis asiaeorientalis) responses to habitat change during translocations: clues to conservation management

description: High-throughput sequencing of 16S rRNA genes and internal transcribed spacer (ITS) regions were used to explore the diversity and composition of gut bacterial and fungal communities of Yangtze finless porpoises.<br>
DOI: 10.6084/m9.figshare.7388618
title: E_50_c_d1.dat

description: order size of 50
DOI: 10.6084/m9.figshare.7388618.v1
title: E_50_c_d1.dat

description: order size of 50
DOI: 10.6084/m9.figshare.7388672
title: Oceanographic habitat and the coral microbiomes of urban-impacted reefs

description: Metdata, phylogenetic tree, taxonomy table, ASV table, biome table, and DNA sequences for the manuscript titled,<br>"Oceanographic habitat and the coral microbiomes of urban-impacted reefs"<br><br>*Note DNA sequences contain mitochondria and chloroplast sequences and have not been filtered like the rest of the data provided.
DOI: 10.7284/120711
title: PTU (Pressure, Temperature, Humidity) data collected during research cruise OC1505A using a Vaisala PTU300 instrument system onboard the platform RV Oceanus

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.6084/m9.figshare.7388606
title: Ekonomiczne konsekwencje decyzji przedsiębiorstwa Samsung Electronics Polska Sp. z o.o. na podstawie analizy ekonomicznej z użyciem danych mikroekonomicznych i makroekonomicznych. Angielska wersja tytułu – Economic consequences of the decision of Samsung Electronics Polska Sp. Zoo. on the basis of economic analysis using microeconomic and macroeconomic data.

description: Streszczenie: <br>Podejmowanie decyzji to proces, który ma na celu wybór najkorzystniejszego rozwiązania. Obejmuje on grupę operacji myślowych oraz obliczeniowych. Aby ulepszyć procesy decyzyjne wykorzystuje się różne metody i techniki oparte na dziedzinie matematycznej i statystycznej. Podejmowanie decyzji jest podstawowym warunkiem rozwiązywania większości problemów występujących w przedsiębiorstwie. W każdym przypadku analiza różnych decyzji wymaga porównania korzyści i kosztów różnych sposobów postępowania.<br>Abstract:<br>Making decisions is a process that aims to choose the best solution. It includes a group of thought and computational operations. To improve the decision-making processes, various methods and techniques based on the mathematical and statistical field are used. Making decisions is a basic condition for solving most problems occurring in the enterprise. In each case, the analysis of the various decisions requires a comparison of the benefits and costs of the different procedures. <strong></strong>
DOI: 10.6084/m9.figshare.7388645.v1
title: Gut microbiota of Yangtze finless porpoises (Neophocaena asiaeorientalis asiaeorientalis) responses to habitat change during translocations: clues to conservation management

description: High-throughput sequencing of 16S rRNA genes and internal transcribed spacer (ITS) regions were used to explore the diversity and composition of gut bacterial and fungal communities of Yangtze finless porpoises.<br>
DOI: 10.6084/m9.figshare.7388606.v1
title: combinepdf.pdf

description: Streszczenie: <br>Podejmowanie decyzji to proces, który ma na celu wybór najkorzystniejszego rozwiązania. Obejmuje on grupę operacji myślowych oraz obliczeniowych. Aby ulepszyć procesy decyzyjne wykorzystuje się różne metody i techniki oparte na dziedzinie matematycznej i statystycznej. Podejmowanie decyzji jest podstawowym warunkiem rozwiązywania większości problemów występujących w przedsiębiorstwie. W każdym przypadku analiza różnych decyzji wymaga porównania korzyści i kosztów różnych sposobów postępowania.<br>Abstract:<br>Making decisions is a process that aims to choose the best solution. It includes a group of thought and computational operations. To improve the decision-making processes, various methods and techniques based on the mathematical and statistical field are used. Making decisions is a basic condition for solving most problems occurring in the enterprise. In each case, the analysis of the various decisions requires a comparison of the benefits and costs of the different procedures. <strong></strong>
DOI: 10.7284/120713
title: Radiometer data collected during research cruise OC1505A using a RMR Co. PRP instrument system onboard the platform RV Oceanus

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.6084/m9.figshare.7388672.v2
title: Oceanographic habitat and the coral microbiomes of urban-impacted reefs

description: Metdata, phylogenetic tree, taxonomy table, ASV table, biome table, and DNA sequences for the manuscript titled,<br>"Oceanographic habitat and the coral microbiomes of urban-impacted reefs"<br><br>*Note DNA sequences contain mitochondria and chloroplast sequences and have not been filtered like the rest of the data provided.
DOI: 10.6084/m9.figshare.7388672.v1
title: Oceanographic habitat and the coral microbiomes of urban-impacted reefs

description: Metdata, ASV table, and biome table for the manuscript titled,<br>"Oceanographic habitat and the coral microbiomes of urban-impacted reefs"<br><br>
DOI: 10.7284/120714
title: Radiometer data collected during research cruise OC1505A using a Biospherical QSR-2200 instrument system onboard the platform RV Oceanus

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/120715
title: Rain Gauge data collected during research cruise OC1505A using a RM Young 50202 instrument system onboard the platform RV Oceanus

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/120716
title: Speedlog data collected during research cruise OC1505A using a Furuno DS-50 instrument system onboard the platform RV Oceanus

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/120717
title: Water Temperature data collected during research cruise OC1505A using a Sea-Bird SBE-38 instrument system onboard the platform RV Oceanus

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/123998
title: Timeserver data collected during research cruise OC1505A using a Microsemi SyncServer S350 instrument system onboard the platform RV Oceanus

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/120718
title: Transmissometer data collected during research cruise OC1505A using a WET Labs C-Star instrument system onboard the platform RV Oceanus

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.6084/m9.figshare.7388036
title: Is the public-private mix approach increasing tuberculosis case notification in Azad Jammu and Kashmir, Pakistan? A cross-sectional study

description: This data set contains the TB case notification and TB treatment outcomes from both public and private health facilities of AJK-Pakistan
DOI: 10.7284/120719
title: TSG (Thermosalinograph) data collected during research cruise OC1505A using a Sea-Bird SBE-45 instrument system onboard the platform RV Oceanus

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.6084/m9.figshare.7388036.v1
title: Is the public-private mix approach increasing tuberculosis case notification in Azad Jammu and Kashmir, Pakistan? A cross-sectional study

description: This data set contains the TB case notification and TB treatment outcomes from both public and private health facilities of AJK-Pakistan
DOI: 10.7284/120733
title: ADCP (Acoustic Doppler Current Profiler) data collected during research cruise OC1506A using a Hawaii UHDAS instrument system onboard the platform RV Oceanus

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.6084/m9.figshare.7387757
title: Supplementary Material for: A Radiomics Nomogram for Preoperative Prediction of Microvascular Invasion in Hepatocellular Carcinoma

description: <b><i>Background:</i></b> Radiomics has emerged as a new approach that can help identify imaging information associated with tumor pathophysiology. We developed and validated a radiomics nomogram for preoperative prediction of microvascular invasion (MVI) in hepatocellular carcinoma (HCC). <b><i>Methods:</i></b> Two hundred and eight patients with pathologically confirmed HCC (training cohort: <i>n</i> = 146; validation cohort: <i>n</i> = 62) who underwent preoperative gadoxetic acid-enhanced magnetic resonance (MR) imaging were included. Least absolute shrinkage and selection operator logistic regression was applied to select features and construct signatures derived from MR images. Univariate and multivariate analyses were used to identify the significant clinicoradiological variables and radiomics signatures associated with MVI, which were then incorporated into the predictive nomogram. The performance of the radiomics nomogram was evaluated by its calibration, discrimination, and clinical utility. <b><i>Results:</i></b> Higher α-fetoprotein level (<i>p</i> = 0.046), nonsmooth tumor margin (<i>p</i> = 0.003), arterial peritumoral enhancement (<i>p &lt;</i> 0.001), and the radiomics signatures of hepatobiliary phase (HBP) T1-weighted images (<i>p &lt;</i> 0.001) and HBP T1 maps (<i>p &lt;</i> 0.001) were independent risk factors of MVI. The predictive model that incorporated the clinicoradiological factors and the radiomic features derived from HBP images outperformed the combination of clinicoradiological factors in the training cohort (area under the curves [AUCs] 0.943 vs. 0.850; <i>p</i> = 0.002), though the validation did not have a statistical significance (AUCs 0.861 vs. 0.759; <i>p</i> = 0.111). The nomogram based on the model exhibited C-index of 0.936 (95% CI 0.895–0.976) and 0.864 (95% CI 0.761–0.967) in the training and validation cohort, fitting well in calibration curves (<i>p</i> &gt; 0.05). Decision curve analysis further confirmed the clinical usefulness of the nomogram. <b><i>Conclusions:</i></b> The nomogram incorporating clinicoradiological risk factors and radiomic features derived from HBP images achieved satisfactory preoperative prediction of the individualized risk of MVI in patients with HCC.
DOI: 10.7284/120722
title: CTD (Conductivity, Temperature, Depth) data collected during research cruise OC1506A using a Sea-Bird SBE-911+ instrument system onboard the platform RV Oceanus

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.6084/m9.figshare.7387703
title: Supplementary Material for: Competitive Testing of the WHO 2010 versus the WHO 2017 Grading of Pancreatic Neuroendocrine Neoplasms: Data from a Large International Cohort Study

description: <b><i>Background:</i></b> The World Health Organization (WHO) and the American Joint Cancer Committee (AJCC) modified the grading of pancreatic neuroendocrine neoplasms from a three-tier (WHO-AJCC 2010) to a four-tier system by introducing the novel category of NET G3 (WHO-AJCC 2017). <b><i>Objectives:</i></b> This study aims at validating the WHO-AJCC 2017 and identifying the most effective grading system. <b><i>Method:</i></b> A total of 2,102 patients were enrolled; entry criteria were: (i) patient underwent surgery; (ii) at least 2 years of follow-up; (iii) observation time up to 2015. Data from 34 variables were collected; grading was assessed and compared for efficacy by statistical means including Kaplan-Meier method, Cox regression analysis, Harrell’s C statistics, and Royston’s explained variation in univariable and multivariable analyses. <b><i>Results:</i></b> In descriptive analysis, the two grading systems demonstrated statistically significant differences for the major category sex but not for age groups. In Cox regression analysis, both grading systems showed statistically significant differences between grades for OS and EFS; however, no statistically significant difference was observed between the two G3 classes of WHO-AJCC 2017. In multivariable analysis for the two models fitted to compare efficacy, the two grading systems performed equally well with substantially similar optimal discrimination and well-explained variation for both OS and EFS. The WHO-AJCC 2017 grading system retained statistically significant difference between the two G3 classes for OS but not for EFS. <b><i>Conclusions:</i></b> The WHO-AJCC 2017 grading system is at least equally performing as the WHO-AJCC 2010 but allows the successful identification of the most aggressive PanNET subgroup. Grading is confirmed as probably the most powerful tool for predicting patient survival.
DOI: 10.7284/120725
title: Fluorometer data collected during research cruise OC1506A using a WET Labs WETStar instrument system onboard the platform RV Oceanus

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.6084/m9.figshare.7387688
title: Mobility and bioavailability of sediment phosphorus in urban stormwater ponds

description: Dataset from stormwater pond research on type of dissolved phosphorus in pond water and sediments. Includes estimates of sediment mobility and release rates and data from algal bioassays. For more details see linked metadata file.
DOI: 10.6084/m9.figshare.7387688.v1
title: Mobility and bioavailability of sediment phosphorus in urban stormwater ponds

description: Dataset from stormwater pond research on type of dissolved phosphorus in pond water and sediments. Includes estimates of sediment mobility and release rates and data from algal bioassays. For more details see linked metadata file.
DOI: 10.6084/m9.figshare.7387679
title: Data on 1,071 in-hospital falls at a large hospital in South Brazil from 2012 - 2017

description: This dataset contains information on 1,071 in-hopsital falls that occurred between 2012 and 2017 at Hospital Moinhos de Vento, a 497-bed institution located in the city of Porto Alegre, Brazil.<br>The reporting of falls in hospital settings is recognized as a prevention strategy for informing corrective actions with the aim of preventing future such events. To this end, this dataset contains a broad array of variables relating to each fall incident (note that not all years include each variable): * Date of incident* Birth decade of patient* Age range of patient* Sex of patient* Weekday of incident* Shift during which the incident ocurred* Hospital department or location of incident * Location or environment in which the incident ocurred* Severity of incident* Presence of companion at time of incident* Fall risk level as measured by the Johns Hopkins Fall Risk Assessment Tool* Involvement of medication associated with fall risk* Whether a fall prevention protocol was implemented* Type of injury incurred, if any* Reason for incident* Whether a restraint prescription was given * Whether a physical therapy prescription was given<br>The data are presented as a single Excel XLSX file: <b>hospital-fall-data-2012-2017.xlsx</b>, separated into sheets according to year of data capture for the years 2012 - 2017.<br>Learning about the characteristics of these events and establishing a profile may contribute to the design of adequate prevention and improvement strategies that effectively reduce the risk of falls.<br>The project from which these data were extracted was approved by the institution’s research ethics committee (CAAE: 57679316.9.0000.5330 - approval 1.833.572).
DOI: 10.7284/120721
title: GNSS (Global Navigation Satellite System) data collected during research cruise OC1506A using a Ashtech ADU5 instrument system onboard the platform RV Oceanus

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/120726
title: Gyrocompass data collected during research cruise OC1506A using a Sperry MK-37 instrument system onboard the platform RV Oceanus

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.6084/m9.figshare.7387640
title: Courtship performance as function of body condition in an ‘ancient’ form of sperm transfer: supplementary material

description: In most animal species, body condition has a fundamental role in fitness. In males, sexual selection generally favors larger body size or greater weight. This may result in males with better condition performing more vigorous courtships, and biasing female preferences. The effects of body condition on mating performance have been extensively studied in different animal groups. Among arachnids, scorpions are an interesting group for evaluating the effects of these sexual traits on mating performance, since they exhibit an ancient mode of indirect sperm transfer. Scorpion males deposit a single spermatophore on the soil to transfer the sperm to the females, and therefore, the production of spermatophores involves a high cost for them. In this study, we use the scorpion <i>Bothriurus bonariensis</i> as a model to evaluate different patterns of sexual behavior as a function of the body condition of both males and females. We found that males with a better body condition performed the mating dance stage more quickly than males with a lower condition. In addition, males performed the sexual sting behavior for a longer time with females in a better condition. Our results suggest that a better condition provides a mating advantage to males and represents an indicator of courtship performance. Given that female quality is usually correlated with fecundity, males mating with females with a better body condition probably have higher reproductive success.
DOI: 10.7284/120728
title: Hygrometer data collected during research cruise OC1506A using a Vaisala HMT300 instrument system onboard the platform RV Oceanus

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.6084/m9.figshare.7387640.v1
title: Courtship performance as function of body condition in an ‘ancient’ form of sperm transfer: supplementary material

description: In most animal species, body condition has a fundamental role in fitness. In males, sexual selection generally favors larger body size or greater weight. This may result in males with better condition performing more vigorous courtships, and biasing female preferences. The effects of body condition on mating performance have been extensively studied in different animal groups. Among arachnids, scorpions are an interesting group for evaluating the effects of these sexual traits on mating performance, since they exhibit an ancient mode of indirect sperm transfer. Scorpion males deposit a single spermatophore on the soil to transfer the sperm to the females, and therefore, the production of spermatophores involves a high cost for them. In this study, we use the scorpion <i>Bothriurus bonariensis</i> as a model to evaluate different patterns of sexual behavior as a function of the body condition of both males and females. We found that males with a better body condition performed the mating dance stage more quickly than males with a lower condition. In addition, males performed the sexual sting behavior for a longer time with females in a better condition. Our results suggest that a better condition provides a mating advantage to males and represents an indicator of courtship performance. Given that female quality is usually correlated with fecundity, males mating with females with a better body condition probably have higher reproductive success.
DOI: 10.7284/120727
title: PTU (Pressure, Temperature, Humidity) data collected during research cruise OC1506A using a Vaisala PTU300 instrument system onboard the platform RV Oceanus

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.6084/m9.figshare.7387610
title: Multi-centre Epilepsy Lesion Detection Project conducting clinical research in an open-science framework presentation

description: 20 minute lightning talk presentation by Sophie Adler from the University College London at the Better Science through Better Data 2018 event. The video recording, slides and scribes are included.
DOI: 10.7284/120729
title: Speedlog data collected during research cruise OC1506A using a Furuno DS-50 instrument system onboard the platform RV Oceanus

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/120730
title: Water Temperature data collected during research cruise OC1506A using a Sea-Bird SBE-38 instrument system onboard the platform RV Oceanus

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/123999
title: Timeserver data collected during research cruise OC1506A using a Microsemi SyncServer S350 instrument system onboard the platform RV Oceanus

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/120731
title: Transmissometer data collected during research cruise OC1506A using a WET Labs C-Star instrument system onboard the platform RV Oceanus

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/120732
title: TSG (Thermosalinograph) data collected during research cruise OC1506A using a Sea-Bird SBE-45 instrument system onboard the platform RV Oceanus

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/120746
title: ADCP (Acoustic Doppler Current Profiler) data collected during research cruise OC1506B using a Hawaii UHDAS instrument system onboard the platform RV Oceanus

description: Original (unprocessed) data collected during a Field_expedition