cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.24495577.v1
title: Supplementary Material for: Clinicopathological characteristics and survival outcomes in patients with advanced esophageal squamous cell carcinoma who were intraoperatively diagnosed non-curative

description: Introduction: Curative esophagectomy is not always possible in patients with locally advanced esophageal cancer. However, few studies have investigated patients who underwent non-curative surgery with intraoperative judgment. This study aimed to investigate patient characteristics and clinical outcomes for patients undergoing non-curative surgery and compare them between non-resectional and non-radical surgery. Methods: Among 989 consecutive patients with thoracic esophageal squamous cell carcinoma (ESCC) who were preoperatively expected for curative esophagectomy, 66 who were eligible for non-curative surgery were included in this study. Results: Intraoperative diagnosis of T4b accounted for 93% of the reasons for the failure of curative surgery. In those patients, esophageal cancer locally invaded into the aortobronchial constriction (70%), trachea (25%), or pulmonary vein (5%). LN metastasis mainly invaded into the trachea (50%), or bronchus (28%).The overall survival of patients with non-curative surgery was 51.5%, 25.7%, and 10.4% at 6, 12, and 24 months after surgery, respectively. Although there were no differences in preoperative patient characteristics between non-resectional and non-radical surgery, distant metastasis, especially pleural dissemination, was significantly observed in T4b patients due to esophageal cancer with non-radical surgery than those with non-resectional surgery (35% vs. 15%, P=0.002). Even in patients with non-curative surgery, R1 resection and postoperative CRT were identified as independent factors for survival 1 year after surgery (P=0.047, and 0.019). Conclusions: T4b tumor located in aortobronchial constriction or trachea/bronchus makes it difficult to diagnose whether it is resectable or unresectable. Moreover, surgical procedures and perioperative treatment were deeply associated with the clinical outcomes.
DOI: 10.6084/m9.figshare.26731114.v2
title: OaSNP2818x28210.bim Plink file of genotypes of African sheep

description: Review on the history and diversity of African sheep
Journal: Animal Genetics
DOI: 10.17632/b5xxvbd4p2
title: Aveiro Joint Exercise Dataset

description: The current datasets comprise of air quality data collected during an AQ monitoring campaign in Aveiro, Portugal, for two weeks in October 2014 (from October 13 until October 27) in order to present the results of an intercomparison of AQ microsensors with reference methods. The two-week experimental campaign was conducted in an urban traffic location in Aveiro city centre. A total of 15 teams originating from various research centres, universities and companies from 12 different countries participated in the campaign. During the intercomparison campaign, the IDAD mobile laboratory was equipped with standard and reference analysers for continuous measurement of atmospheric pollutant concentrations and specific sensors for the measurement of meteorological parameters. Participating teams installed microsensors boxes on it for a co-location deployment experiment using different measuring principles. The dataset is composed by: Reference data (ground truth) - IDAD reference data (@1min rate) including CO, NO, NO2, NOx, O3, SO2, H2S concentrations (21183 data samples); - IDAD reference data (@15min rate) including NO, NO2, NOx, O3 concentrations (15 min averaged data) + CO2, Benzene, Toluene, Ethylbenzene, M&P-Xylene, o-Xylene concentrations (1412 data samples); - IDAD reference data (@1h rate) including all the above mentioned pollutants concentrations plus PM2.5, PM10 concentrations and T, RH, Prec., WV, WD, Press., Rad. data (353 data samples); Microsensors data - 1minute sampled concentrations data provided by University of Cambridge "CAM10" and "CAM11" boxes, ECN "ECN10" and "ECN38" boxes, UCL/CCMOSS, VITO/EveryAware SB boxes; - 1 minute sampled raw uncalibrated data from Siemens microsensor box. - 5 minute sampled concentrations data provided by AUTh-ISAG, NanoEnvi box; - 15 minute sampled data provided by ENEA, AQMesh, VITO/EveryAware SB boxes; - 1 hour data provided by ENEA, NanoEnvi, VITO/EveryAware SB boxes.
DOI: 10.25573/data.14633298.v1
title: Dataset for "High-resolution canid identification from scats using SNP capture: the FAECES* method"

description: Two capture bait sets: one to enrich for ~20,000 SNP loci polymorphic in African wild dogs (<i>Lycaon pictus</i>) and one to enrich for ~800 SNPs polymorphic in desert kit fox (<i>Vulpes arsipus</i>) and coyotes (<i>Canis latrans</i>).
DOI: 10.17632/wkds6dsxvc
title: ENVIRONMENT-DEVELOPMENT RELATIONSHIP: EXISTENCE OF ENVIRONMENTAL KUZNETS CURVE --- AN INDIAN PERSPECTIVE

description: India as a growing economy faces trade-off between economic growth and conservation of environment. Improving environmental quality without affecting economic growth is necessary to achieve sustainable development. Before adopting major policy options it is important to know the existing pattern of growth-environment relationship in India. In the present paper this relationship is found in terms of the Environmental Kuznets Curve. In this analysis, three major pollutants (CO2, NO and SO2) are taken as the indicators of environmental degradation whereas, the growth rate of Net Domestic Product (at factor cost), represents economic growth. The data of emissions of pollutants and growth rate of NDP are taken for the years 2001-2008. The result shows that higher economic growth in India is accompanied with higher emissions of pollutants. On the basis of the given data set it may be concluded that India is at the rising portion of the Environmental Kuznets Curve.
DOI: 10.6084/m9.figshare.24442558.v1
title: Umatilla_302

description: The data includes 15-minute gap-free observations of air temperature at 60 cm, air temperature at 2 m, air temperature at 10 m, soil temperature, relative humidity, precipitation, wind speed, wind direction, solar radiation, and dew point temperature from 2005-2020 at 30 stations across Florida. These stations are a part of the Florida Automated Weather Network (FAWN). <br> The data are provided in station-specific directories that contain files for every year. The metadata file contains descriptions of the stations, sensors, and meteorological variables. Detailed methodology used to generate this gap-free FAWN data is provided in the paper below: Peeling, J., Judge, J., Misra, V., Jayasankar, C. B. & Lusher, R. Gap-free 16-year (2005-2020)<br> sub-diurnal surface meteorological observations across Florida. arXiv e-prints arXiv:2310.16739<br> (2023). 2310.16739
DOI: 10.17632/mtxbm84tw4
title: Journal of Methodology of Social Sciences and Humanities; No. 109

description: Study of the relationship between philosophy, philosophy of social sciences and humanities, methodology and research method; 
 The role of philosophy and methodology of social sciences and humanities in the quantitative and qualitative improvement of the social sciences and humanities;
 Comparative study of philosophy and methodology of social sciences and humanities and natural sciences;
 Study of the evolution of philosophy and methodology of social sciences and humanities;
 Comparative examination of quantitative and qualitative research methods;
 Philosophical analysis of concepts used in the social sciences and humanities;
 The study of the philosophical and theological foundations of the production of religious and indigenous social sciences and humanities;
 Methodology of the production of religious and indigenous social sciences and humanities;
 Methodology of using religious texts in social sciences and humanities and social sciences;
 Methodology of Muslim scholars in social studies;
 The deficiencies of the social sciences and humanities in the field of goals, foundations, methods and achievements;
 Philosophical and methodological assessment of studies in the field of humanities and social sciences;
 Philosophical and methodological assessment of studies in the field of Islamic humanities and social sciences;
 Philosophical and methodological assessment of macro policies of the country in the scientific, economic, political, social and cultural fields
DOI: 10.6084/m9.figshare.22962626.v1
title: Selfies.rar

description: This Selfies folder zip contains the image datasets for 7 different people I am using for my AI Assignment 2 Project.
DOI: 10.17632/j3thz43k93
title: Multi-architecture Monte-Carlo (MC) simulation of soft coarse-grained polymeric materials: SOft coarse grained Monte-Carlo Acceleration (SOMA)

description: Multi-component polymer systems are important for the development of new materials because of their ability to phase-separate or self-assemble into nano-structures. The Single-Chain-in-Mean-Field (SCMF) algorithm in conjunction with a soft, coarse-grained polymer model is an established technique to investigate these soft-matter systems. Here we present an implementation of this method: SOft coarse grained Monte-carlo Acceleration (SOMA). It is suitable to simulate large system sizes with up to billions of particles, yet versatile enough to study properties of different kinds of molecular architectures and interactions. We achieve efficiency of the simulations commissioning accelerators like GPUs on both workstations as well as supercomputers. The implementation remains flexible and maintainable because of the implementation of the scientific programming language enhanced by OpenACC pragmas for the accelerators. We present implementation details and features of the program package, investigate the scalability of our implementation SOMA, and discuss two applications, which cover system sizes that are difficult to reach with other, common particle-based simulation methods.
DOI: 10.17632/nyrmzj9jy3
title: DETERMINING LAND SUITABILITY USING A MULTI-CRITERIA APPROACH: BILWALA RAJASTHAN DISTRICT CASE STUDY

description: Land is one of the most important natural resources that facilitates the physical basis of many different types of activities and natural processes, such as housing, agriculture, and recreation. Each type of land and each piece is suitable for certain types of uses depending on its abilities and potential and suitability for different uses. The method and type of usage decision should be checked for suitability for different purposes. Today, land resources are developed without exploiting the potential of the land, with optimal use of surrounding areas for cultivation, non-productive land, etc., and good fertile agricultural land for settlements, industry, and road construction. etc. has been eaten up. It turns into a degraded wasteland. The purpose of this study is to determine land suitability analysis using remote sensing and geographic information system (GIS) techniques (by evaluating parameters such as slope, topography, and land use/land cover).-standard. Decision rules are used to classify land for various purposes such as intensive agriculture, restoration of rain-fed agriculture, horticulture, pasture development, afforestation, and settlement. Capacity within the framework is a multi-criteria decision rule that also suggests the optimal use of each piece of land in Bilwala district.
DOI: 10.6084/m9.figshare.15071838.v1
title: GWAS of gastric cancer- and duodenal ulcer-derived H. pylori strains: output and phenotype files

description: Data files used in the following study:<br><br>Genome-wide association study of gastric cancer- and duodenal ulcer-derived Helicobacter pylori strains reveals discriminatory genetic variations and novel oncoprotein candidates<br><br>Tuan, Yahara et al, Microbial Genomics (2021)<br><br><br>
DOI: 10.17632/y8yn7ttm4n
title: Precision Rainfall Modeling through Machine Learning for Monthly Data Insights in Bangladesh.

description: The Python code and CSV file associated with this research are available in here.
DOI: 10.17632/ypyy9k5bfj
title: Live-Cell Imaging of Pol II and Elongation Factors Distinguish Competing Mechanisms of Transcription Regulation. 11. Versluis et al.

description: Figure 5 Cdc73 RNAi Pol II PA-GFP decay. Fig 5 Pol II decay excel analysis and Prism graphs and fits
DOI: 10.17632/wr8j9cgjtd
title: Argentine ERQ data

description: Database belonging to psychometric studies of the Argentine version of the ERQ
DOI: 10.17632/9s4ynwf68x
title: Data for: Cancer Information Overload: Discriminant Validity and Relationship to Sun Safe Behaviors

description: CIO 7 data.
DOI: 10.17632/sgf5phyj73
title: Maturity model for Industry 4.0

description: Bibliography of maturity models for industry 4.0
DOI: 10.6084/m9.figshare.16903483.v1
title: Readiness Index for Climate Change Adaptation Database for Africa

description: <i>The repercussions of climate change in Africa profound. The effects are recorded notably on agricultural and water systems across the continent. This data brief presents historical data and the first of its kind maps of readiness of Africa to climate change adaptation. The data are technically validated through a newly developed readiness Index (ClimAdaptCap Index). The Data and maps show that readiness for climate change adaptation is driven by the intensity of climate forcing and adaptive capacity. The climate data includes precipitation and temperature for the period 1991-2016. The latter were culled from the World Bank Climate Portal. The adaptive capacity data included proxies such as poverty and literacy rates for the same historical period. These were collected from the World Bank and Macrotrends. These climate data were normalized using the normalization function to enhance interpretation, comparison/fusion into the Index. Missing poverty and literacy rate data were estimated by linear interpolation of the poverty and literacy rate data. The readiness maps and data show that North and Southern Africa are the readiest for climate change while West Africa is the least ready and Middle and East Africa are in the middle. The data shows further that, readiness has a positive correlation with literacy rates and an inverse correlation with poverty rates. The data, maps and index can be adapted in different contexts principally around Africa.</i>
DOI: 10.15468/dl.jdv6tk
title: Occurrence Download

description: A dataset containing 1406 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Human Observation)",
 "Continent is South America",
 "TaxonKey is Rhaphiodon Schauer"
 ]
}

 The dataset includes 1406 records from 101 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009218-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.24155784.v1
title: The genome of Odontamblyopus lacepedii

description: This data is the whole genome data of Odontamblyopus lacepedii, sequenced by Oxford Nanopore PromethION. The software used for the genome assembly is NextDenovo 2.5.2, and the gene assembly data does not have mitochondrial genetic data removed.
DOI: 10.17632/rtx5srbgcf
title: Factors affecting customer equity in UK online-only fashion brands

description: This dataset captures responses from men and women (50/50 split) aged 18-35 on their purchases from the following online-only fast fashion brands operating in the UK: Purchased from Asos, Boohoo, LaRedoute, Missguided, Want That Trend, Very, Pretty Little Thing. It asks questions regarding their purchasing intentions and behaviours, to verify their customer-based value equity, brand equity, and relationship equity. These are drivers of customer equity.
DOI: 10.6084/m9.figshare.5123344.v1
title: Supplementary Material for: Medial Prefrontal Cortex Activity during the Extinction of Conditioned Fear: An Investigation Using Functional Near-Infrared Spectroscopy

description: The majority of fear conditioning studies in humans have focused on fear acquisition rather than fear extinction. For this reason only a few functional imaging studies on fear extinction are available. A large number of animal studies indicate the medial prefrontal cortex (mPFC) as neuronal substrate of extinction. We therefore determined mPFC contribution during extinction learning after a discriminative fear conditioning in 34 healthy human subjects by using functional near-infrared spectroscopy. During the extinction training, a previously conditioned neutral face (conditioned stimulus, CS+) no longer predicted an aversive scream (unconditioned stimulus, UCS). Considering differential valence and arousal ratings as well as skin conductance responses during the acquisition phase, we found a CS+ related increase in oxygenated haemoglobin concentration changes within the mPFC over the time course of extinction. Late CS+ trials further revealed higher activation than CS– trials in a cluster of probe set channels covering the mPFC. These results are in line with previous findings on extinction and further emphasize the mPFC as significant for associative learning processes. During extinction, the diminished fear association between a former CS+ and a UCS is inversely correlated with mPFC activity – a process presumably dysfunctional in anxiety disorders.
DOI: 10.6084/m9.figshare.8156549.v1
title: Simdom R function

description: A R script for simulation of dominance effects using QMSIM outputs
DOI: 10.17632/mphmsdkm2g
title: Dataset of Product Knowledge Acquisition Activities used in Multiprovider Software Evolutions

description: This dataset contains the results of a qualitative study that explores the product knowledge acquisition activities (PKAAs), performed by a development team during software evolution projects. These projects are performed in multiprovider scenarios and consider two specific settings: 
Setting 1: The provider (i.e., software company) that developed the current version of the system is now in charge of performing its evolution. However, a team different to the one that developed the current version of the system addresses the evolution project.
Setting 2: A provider and development team different to the previous one is in charge of the evolution project. 
Both settings assumed that the initial version was developed as a greenfield project, with the evolution occurring 2-3 years after deploying the previous version of the product. The study followed a qualitative approach, using interviews with 15 SMEs from Brazil (3) and Chile (12). These companies, a mix of small and medium-sized enterprises, had extensive experience in performing custom projects, and utilized agile approaches to do that (particularly, Scrum or ad-hoc agile strategies). 
The participants were 19 people who played key roles in multiple projects over the past five years (e.g., product owner, scrum master, or project leader). Ten of them participated in evolution project conducted in setting 1, five of them were involved in evolutions performed in setting 2, and four of them were involved in both settings. 
The participants were interviewed via videoconference, following a semi-structured interview process. The goal of the interviews was to collect information about: 1) the software artifacts that they use to comprehend the software product to evolve, 2) the practices that they use for that purpose, and 3) the cost-effectiveness of using those practice. This interviewing format allowed for engaging discussions and deeper inquiry into unexpected responses.
DOI: 10.17632/yjm4r92z5n
title: Multiplying Multi-Plants: A New and Consequential Phenomenon

description: This dataset comprises STATA codes, data files and data in. xlsx format used to generate charts in the study "Multiplying Multi-Plants: A New and Consequential Phenomenon". The data description is provided in the readme file.
DOI: 10.6084/m9.figshare.28656086.v1
title: Station-measured precipitation concentration index dataset(1961-2020)

description: The data of meteorological stations in Chinese mainland were quality controlled and screened, and the precipitation concentration index was calculated from the daily precipitation data of the screened stations, and the precipitation concentration index data of Chinese mainland from 1961 to 2020 was obtained based on the station.
DOI: 10.17632/g8wpyyr3v9
title: Data for: Computing uncertainty for the optimum nitrogen rate using a generalized cost function

description: Maize grain yield response to nitrogen dataset, which includes dry grain yield for eight nitrogen rate treatments (0-235 kg ha-1) from Stewart, MN in 2012. There are a total of 32 observations across four replications. Nitrogen fertilizer was broadcast applied as urea and incorporated prior to planting. Total nitrogen uptake (grain, cob, and stover) at physiological maturity and total available nitrogen at planting (urea, ammonium, and nitrate) from 0 - 60 cm is also included.
DOI: 10.17632/sgyzkr223j
title: Single live cell monitoring of protein turnover reveals intercellular variability and cell cycle dependence of degradation rates, Alber et al

description: Time lapse datasets of tandem-fluorescent timer-tagged endogenous proteins in mouse embryonic stem cells, and SNAP-tagged and Halo-tagged proteins in mouse embryonic stem cells.
DOI: 10.6084/m9.figshare.21864543.v1
title: Supplement_Table_pls.xlsx

description: Supplemental data for a scientific article titled "Cross-sectionally calculated metabolic ageing does not relate to longitudinal metabolic changes – support for stratified ageing models"
DOI: 10.17632/c82dy27fk7
title: Spinal specific lexicon for sentiment analysis of adult spinal deformity patient interviews correlate with SRS22, SF36, and ODI scores: a pilot study of 25 patients

description: Classic health-related quality of life (HRQOL) metrics are cumbersome, time intensive, and carry biases based on the subject’s native language, educational level, and cultural values. Natural language processing (NLP) converts text into quantitative metrics. Sentiment analysis enables subject matter experts to construct domain specific lexicons to assign a value that is either negative (-1) or positive (1) to certain words. The growth of tele-health provides opportunities to apply sentiment analysis to transcripts of adult spinal deformity patient visits to derive a novel and less biased HRQOL metric. Here, we demonstrate the feasibility of constructing a spine specific lexicon for sentiment analysis to derive a HRQOL metric for an adult spinal deformity patient from the transcript of their preoperative tele-health visit. We ask 7 open ended questions about the spinal conditions, treatment and quality of life of twenty five (25) adult patients during tele-health visits. We analyze the Pearson correlation among our sentiment analysis HRQOL metric and established HRQOL metrics (SRS22, SF36, and ODI). The results show statistically significant correlations between (0.43 – 0.74) between our sentiment analysis metric and the conventional metrics. This provides evidence that applying NLP techniques to patient transcripts can yield effective HRQOL metrics. These materials, and source code support this study.
DOI: 10.17632/mb25x9t4m7
title: iScience-S-21-00425, Xin, Deng

description: Original data and supplementary tables. iScience (2020), DOI: 10.2139/ssrn.3782778
DOI: 10.17632/bh89w4g9yz
title: Data for "Lateral hypothalamic GABAergic neurons encode alcohol memories."

description: Processed data for "Lateral hypothalamic GABAergic neurons encode alcohol memories."
DOI: 10.17632/r6kbtcphtn
title: A sublethal dose of pinocembrin suppresses the metastatic potential of hepatocellular carcinoma cells (Supplementary data)
DOI: 10.6084/m9.figshare.17694158.v1
title: Metadata record for: Large scale dataset of electronic charge density of cubic inorganic materials from DFT calculations

description: This dataset contains key characteristics about the data described in the Data Descriptor Large scale dataset of electronic charge density of cubic inorganic materials from DFT calculations. <br> Contents: <br> 1. human readable metadata summary table in CSV format 2. machine readable metadata file in JSON format