cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/xxbcj8nnjh.1
title: Sediment input from the São Francisco Riverbank under low discharge period

description: The objective of this study was to evaluate the input of suspended sediment from the slope toe in the São Francisco River channel, in Northeast Brazil, under different soil bioengineering techniques. Sediments were collected in the years of 2013, 2014 and 2015, in five transects crossing the river channel. Sediment input in the sampling points was higher in the year of 2013, i.e., the year of the highest river discharge. Sediment supply to the river channel for a period of 3 years (2013, 2014 and 2015), was evaluated at 20, 40 and 60% depth, along five different transects (P1= riverbank, P2= beginning of the thalweg, P3= middle of the thalweg, P4= end of the thalweg, and P5 = margin of the side sandybar), oriented by the presence or absence of erosion control techniques (treatments) such as: 1-Natural Vegetated Slope; 2-Vegetated Riprap; 3-Eroded Slope; 4-Live Cribwall and 5-Vetiver grass Contour Line. Sediments input was different in all evaluated transects, and the one identified as Eroded Slope at 20% depth presented the lowest amount of suspended sediment load. There was a decrease in the total amount of suspended sediment in the evaluated periods, probably due to the progressive decrease in the river discharge, and the protection provided by the soil bioengineering techniques.
DOI: 10.6084/m9.figshare.5946307
title: Additional file 4: of Updated and standardized genome-scale reconstruction of Mycobacterium tuberculosis H37Rv, iEK1011, simulates flux states indicative of physiological conditions

description: Escher Maps: Contains four escher maps of M. tuberculosis metabolic subsystems. Central_carbon.json. Arabinogalactan_peptidoglycan_complex.json. Nitrogen.json. Sulfur_and_folate.json (ZIP 236Â kb)
DOI: 10.6084/m9.figshare.5946307.v1
title: Additional file 4: of Updated and standardized genome-scale reconstruction of Mycobacterium tuberculosis H37Rv, iEK1011, simulates flux states indicative of physiological conditions

description: Escher Maps: Contains four escher maps of M. tuberculosis metabolic subsystems. Central_carbon.json. Arabinogalactan_peptidoglycan_complex.json. Nitrogen.json. Sulfur_and_folate.json (ZIP 236Â kb)
DOI: 10.6084/m9.figshare.5946298
title: Additional file 14: of Taxa-function robustness in microbial communities

description: Table S6. Candidate taxa-function response curve function definitions. (XLSX 16Â kb)
DOI: 10.6084/m9.figshare.5946298.v1
title: Additional file 14: of Taxa-function robustness in microbial communities

description: Table S6. Candidate taxa-function response curve function definitions. (XLSX 16Â kb)
DOI: 10.6084/m9.figshare.5946295
title: Additional file 3: of Updated and standardized genome-scale reconstruction of Mycobacterium tuberculosis H37Rv, iEK1011, simulates flux states indicative of physiological conditions

description: iEK1011 models: Genome-scale models of iEK1011 in json format initialized with different media conditions. iEK1011_griffinEssen_media.json - Used for essentiality testing on Griffin et al. dataset. iEK1011_deJesusEssen_media.json - Used for essentiality testing on deJesus et al. dataset. iEK1011_m7H10_media.json - iEK1011 initialized with Middlebrook 7H10 media. iEK1011_drugTesting_media.json - Used for simulating on Lowenstein-Jensen media. iEK1011_inVivo_media.json - Used for simulating on approximated physiological media. (ZIP 310Â kb)
DOI: 10.6084/m9.figshare.5946295.v1
title: Additional file 3: of Updated and standardized genome-scale reconstruction of Mycobacterium tuberculosis H37Rv, iEK1011, simulates flux states indicative of physiological conditions

description: iEK1011 models: Genome-scale models of iEK1011 in json format initialized with different media conditions. iEK1011_griffinEssen_media.json - Used for essentiality testing on Griffin et al. dataset. iEK1011_deJesusEssen_media.json - Used for essentiality testing on deJesus et al. dataset. iEK1011_m7H10_media.json - iEK1011 initialized with Middlebrook 7H10 media. iEK1011_drugTesting_media.json - Used for simulating on Lowenstein-Jensen media. iEK1011_inVivo_media.json - Used for simulating on approximated physiological media. (ZIP 310Â kb)
DOI: 10.6084/m9.figshare.5946286
title: Additional file 13: of Taxa-function robustness in microbial communities

description: Table S5. Number/fraction of samples remaining after each quality filtering step. (XLSX 10Â kb)
DOI: 10.17632/c5nnd9v9x4.1
title: Data for: Identifying Sunflower Lodging Based on Image Fusion and Deep Semantic Segmentation with UAV Remote Sensing Imaging

description: Supplementary material for the paper "Identifying Sunflower Lodging Based on Image Fusion and Deep Semantic Segmentation with UAV Remote Sensing Imaging". This dataset includes some core codes of the paper and remote sensing images for the study area. Among them, The "core code" folder contains three kinds of deep learning source code: FCN, SegNet, and our improved SegNet. The "Figure" folder contains illustrations of the original resolution of figures 4-6 in the paper. The "remote sensing" folder contains four subfolders: "Annotation" folder, "Multispectral images" folder, "Visible images" folder, "Fusion results of remote sensing images" folder. They store the results of manual annotation of remote sensing images by LabelMe, multispectral remote sensing images, visible remote sensing images, and the fusion results of visible and multispectral remote sensing images of two experimental fields, respectively.
DOI: 10.6084/m9.figshare.5946286.v1
title: Additional file 13: of Taxa-function robustness in microbial communities

description: Table S5. Number/fraction of samples remaining after each quality filtering step. (XLSX 10Â kb)
DOI: 10.6084/m9.figshare.5946283
title: Additional file 2: of Updated and standardized genome-scale reconstruction of Mycobacterium tuberculosis H37Rv, iEK1011, simulates flux states indicative of physiological conditions

description: A conversion of the sMtb model to BiGGs identifiers (JSON 476Â kb)
DOI: 10.6084/m9.figshare.5946283.v1
title: Additional file 2: of Updated and standardized genome-scale reconstruction of Mycobacterium tuberculosis H37Rv, iEK1011, simulates flux states indicative of physiological conditions

description: A conversion of the sMtb model to BiGGs identifiers (JSON 476Â kb)
DOI: 10.17632/g647b2sdcn.2
title: Data for: Financial Contagion Effect and Investor Behaviour in African Financial Markets during the 2007-2009 Global Financial Crisis.

description: Data is for daily closing values on the US and 10 African emerging/frontier markets. There are different sheets in the excel book. Each sheet represent an African market with the US. Only dates are adjusted to account for non corresponding dates otherwise, the data is raw and in local currencies.
DOI: 10.6084/m9.figshare.5946274
title: Additional file 1: of Updated and standardized genome-scale reconstruction of Mycobacterium tuberculosis H37Rv, iEK1011, simulates flux states indicative of physiological conditions

description: Sheet 1: Reactions in iEK1011 and details of reactions. Sheet 2: Metabolites in iEK1011 and details of metabolites. Sheet 3: Genes present in previous models but not accounted for in iEK1011. Sheet 4: Gene Essentiality Predictions with the Griffin et al. dataset. Sheet 5: Gene Essentiality Predictions with the deJesus dataset. Sheet 6: Description of media conditions used in study. Sheet 7: Maximum FVA values for AMR genes across different objectives on in vivo media. Sheet 8: Maximum FVA values for AMR genes across different objectives on in vitro media. Sheet 9: “Shared” Essentiality Predictions with the Griffin et al. dataset. Sheet 10: “Shared” Essentiality Predictions with the deJesus et al. dataset. Sheet 11: List of blocked reactions in iEK1011. Sheet 12: “All models incorrect” - List of genes that were incorrectly predicted across all models and their corresponding iEK1011 subsystems. Sheet 13: “iEK Wrong and sMtb Correct” - List of incorrect iEK1011 predictions that were correctly predicted by sMtb. Sheet 13: “iEK Correct and sMtb Wrong” - List of correct iEK1011 predictions that were incorrectly predicted by sMtb. (XLSX 258 kb)
DOI: 10.6084/m9.figshare.5946274.v1
title: Additional file 1: of Updated and standardized genome-scale reconstruction of Mycobacterium tuberculosis H37Rv, iEK1011, simulates flux states indicative of physiological conditions

description: Sheet 1: Reactions in iEK1011 and details of reactions. Sheet 2: Metabolites in iEK1011 and details of metabolites. Sheet 3: Genes present in previous models but not accounted for in iEK1011. Sheet 4: Gene Essentiality Predictions with the Griffin et al. dataset. Sheet 5: Gene Essentiality Predictions with the deJesus dataset. Sheet 6: Description of media conditions used in study. Sheet 7: Maximum FVA values for AMR genes across different objectives on in vivo media. Sheet 8: Maximum FVA values for AMR genes across different objectives on in vitro media. Sheet 9: “Shared” Essentiality Predictions with the Griffin et al. dataset. Sheet 10: “Shared” Essentiality Predictions with the deJesus et al. dataset. Sheet 11: List of blocked reactions in iEK1011. Sheet 12: “All models incorrect” - List of genes that were incorrectly predicted across all models and their corresponding iEK1011 subsystems. Sheet 13: “iEK Wrong and sMtb Correct” - List of incorrect iEK1011 predictions that were correctly predicted by sMtb. Sheet 13: “iEK Correct and sMtb Wrong” - List of correct iEK1011 predictions that were incorrectly predicted by sMtb. (XLSX 258 kb)
DOI: 10.6084/m9.figshare.5946271
title: Additional file 12: of Taxa-function robustness in microbial communities

description: Table S4. Importance of GDFs by predictive model, environment, and replicate. (XLSX 5833Â kb)
DOI: 10.6084/m9.figshare.5946271.v1
title: Additional file 12: of Taxa-function robustness in microbial communities

description: Table S4. Importance of GDFs by predictive model, environment, and replicate. (XLSX 5833Â kb)
DOI: 10.17632/krgdfcw4p2.1
title: Edy Budiman Data for Informatics

description: The results of measuring the use of internet data and the data analysis for assistance decision making using the optimization method
DOI: 10.17632/3g2gmpv8g2.2
title: Molecular dynamics simulations of two GH74 endo-processive xyloglucanases and the mutated variants to understand better the mechanism of the enzyme action

description: In Gusakov et al. (BBA - General Subjects, 2020) we carried out the MD simulations of variants of endo-processive xyloglucanases from Paenibacillus odorifer (PoGH74cat) and Myceliophthora thermophila (MtXeg74A). These are original data of this study demonstrating the simulated enzyme structures over the 200 ns MD trajectory shown through the 0.2 ns interval (1000 structures in total in each case).
DOI: 10.17632/3zjpy2g6tr.1
title: Dateset on students willingness & motivation to career in agriuclture

description: Primary data collected in 2018 from students studying agriculture in four universities in south-western Nigeria using questionnaires that were randomly distributed.
DOI: 10.17632/jxwsp9ng5c.2
title: Datasets for Drone Routing Problem

description: This dataset is set for paper "A learning based algorithm for drone routing"
DOI: 10.17632/dh7j28t5kg.1
title: Indoor Environment WIFI-RSSI Data Set

description: Measurement data for Indoor Positioning study is collected at a 4m×5m test bed, which was set up at Kadir Has University, Istanbul, Turkey. Four wireless access points are used during data collection which are located at corners of the test bed. Markers are placed at every 50 cm and measurements are done on the grid shown at the TEST BED.jpg file. RSSI measurements are stored via NetSurveyor program running on a Lenovo Ideapad FLEX 4laptop, which has an Intel Dual Band Wireless-AC 8260 Wi-Fi adaptor. Raw measurement data are stored as xml format and process at MATLAB for simulations. Data can be used especially for indoor position estimation studies.
DOI: 10.17632/dht8zxxv84.1
title: Examining the Environmental Kuznets Curve in Vietnam: some new evidence

description: This dataset includes carbon dioxide emissions, economic growth, energy consumption, and urbanization in Vietnam for the period from 1977 to 2018. The secondary data was compiled from different sources such as Our World in Data (CO2, Energy consumption), Euromonitor Database (Economic Growth), and World Development Indicators (urbanization). All description was shown in the dataset. The URL and the accessed date were presented in the manuscript's reference
DOI: 10.17632/2yr2ggjx8v.1
title: ASSOCIATION OF LOW LYING PUBIC TUBERCLE WITH INGUINAL HERNIA

description: This is a Case-control study which was carried out on 44 patients to find the association between a low lying pubic tubercle and the prevalence of inguinal hernia, due to a probable reduction in efficiency of shutter mechanism of inguinal canal. The Excel sheet contains the anthropometric details of the patients including the pelvimetric values. We found significant correlation between low lying pubic tubercle and the development of inguinal hernia. We conclude that early identification of the anthropometric risk factors in adulthood could help in the prediction of occurrence of hernia and thus plan for early repair.
DOI: 10.6084/m9.figshare.5946157
title: Additional file 5: of Prevalence of loss-of-function alleles does not correlate with lifetime fecundity and other life-history traits in metazoans

description: Table S5. Mean proportions of LoF alleles among all, core and hard-core genes for each species. (XLSX 12Â kb)
DOI: 10.17632/gg2d67hm43.1
title: Raw Data appeared in iScience by Watanabe et al, Aug 2020

description: Original data from replicated experiments in An Amyotrophic Lateral Sclerosis–Associated Mutant of C21ORF2 Is Stabilized by NEK1-Mediated Hyperphosphorylation and the Inability to Bind FBXO3, iScience by Watanabe et al.
DOI: 10.6084/m9.figshare.5946157.v1
title: Additional file 5: of Prevalence of loss-of-function alleles does not correlate with lifetime fecundity and other life-history traits in metazoans

description: Table S5. Mean proportions of LoF alleles among all, core and hard-core genes for each species. (XLSX 12Â kb)
DOI: 10.6084/m9.figshare.5946139
title: Additional file 4: of Prevalence of loss-of-function alleles does not correlate with lifetime fecundity and other life-history traits in metazoans

description: Table S4. Proportions of LoF alleles among all, core and hard-core genes for each individual. (XLSX 20Â kb)
DOI: 10.6084/m9.figshare.5946139.v1
title: Additional file 4: of Prevalence of loss-of-function alleles does not correlate with lifetime fecundity and other life-history traits in metazoans

description: Table S4. Proportions of LoF alleles among all, core and hard-core genes for each individual. (XLSX 20Â kb)
DOI: 10.17632/8ngkgz69zb.3
title: Data Mining and Unsupervised Machine Learning in Canadian In Situ Oil Sands Database for Knowledge Discovery and Carbon Cost Analysis

description: A better understanding of greenhouse gas (GHG) emissions resulting from oil sands (bitumen) extraction can help to meet global oil demands, identify potential mitigation measures, and design effective carbon policies. While several studies have attempted to model GHG emissions from oil sands extractions, these studies have encountered data availability challenges, particularly with respect to actual fuel use data, and have thus struggled to accurately quantify GHG emissions. In this study, we extracted operating data from a public database⁠—Petrinex—containing over 35 million records for 20 in situ oil sands extraction schemes. From 2015 to 2019, the weighted averages of fuel use for schemes employing steam-assisted gravity drainage (SAGD) and cyclic steam stimulation (CSS) were 0.21 103m3 fuel to produce 1 m3 bitumen (0.24 103m3/m3) and 0.34 103m3 fuel to produce 1 m3 bitumen (0.34 103m3/m3), respectively. The weighted average emission intensity (EI) for SAGD was 0.39 t CO2e/m3 undiluted bitumen (62 kg CO2e/bbl), and the weighted average EI for CSS was 0.65 t CO2e/m3 undiluted bitumen (103 kg CO2e/bbl). At a carbon price of CAD $30/t CO2e and an undiluted bitumen price of CAD $326/m3 (USD $39/bbl), the average carbon cost accounted for 2% ($ t CO2e/$ m3 undiluted bitumen). A single emission cap for the entire in situ oil sands sector is not appropriate because carbon costs range significantly. To prevent carbon leakage due to competitiveness migration, facility-specific or recovery method-specific emission caps should be considered when designing carbon pricing programs. A single intensity-based emissions cap was ineffective in reducing emissions. The annual average emission intensity for the 20 in situ oil sands operations decreaed by 15%. The absolute emissions, however, increased by 120%. The combination of an intensity-based emissions cap and an absolute emissions cap should be considered as a means of bending the emissions curve.
DOI: 10.6084/m9.figshare.5946118
title: Additional file 3: of Prevalence of loss-of-function alleles does not correlate with lifetime fecundity and other life-history traits in metazoans

description: Table S3. Life-history traits, genome sizes and polymorphism of species, where available. (XLSX 11Â kb)
DOI: 10.6084/m9.figshare.5946118.v1
title: Additional file 3: of Prevalence of loss-of-function alleles does not correlate with lifetime fecundity and other life-history traits in metazoans

description: Table S3. Life-history traits, genome sizes and polymorphism of species, where available. (XLSX 11Â kb)
DOI: 10.17632/bmdhhb7tkn.2
title: Confirmed cases and deaths in COVID-19 for 178 countries

description: Data on cumulative confirmed cases and cumulative number of death for 178 countries collected from WHO Coronavirus Disease (COVID-19) Dashboard retrieved on 16 August 2020.
DOI: 10.6084/m9.figshare.5946100
title: Additional file 2: of Prevalence of loss-of-function alleles does not correlate with lifetime fecundity and other life-history traits in metazoans

description: Table S2. Transcriptomes assembly and annotation statistics. (XLSX 12Â kb)
DOI: 10.6084/m9.figshare.5946100.v1
title: Additional file 2: of Prevalence of loss-of-function alleles does not correlate with lifetime fecundity and other life-history traits in metazoans

description: Table S2. Transcriptomes assembly and annotation statistics. (XLSX 12Â kb)
DOI: 10.6084/m9.figshare.5946091
title: Additional file 1: of Prevalence of loss-of-function alleles does not correlate with lifetime fecundity and other life-history traits in metazoans

description: Table S1. Sequence Read Archive IDs of studied transcriptomes. (XLSX 53Â kb)
DOI: 10.6084/m9.figshare.5946091.v1
title: Additional file 1: of Prevalence of loss-of-function alleles does not correlate with lifetime fecundity and other life-history traits in metazoans

description: Table S1. Sequence Read Archive IDs of studied transcriptomes. (XLSX 53Â kb)
DOI: 10.17632/rtgddwv34t.1
title: Effect of COVID-19 on global scientific production 2020

description: Researchers have been subject to the COVID-19 pandemic in 2020, limited restrictions on displacement, university and research centres for access to hospitals and laboratories, as well as difficulties in carrying out fieldwork. In this exceptional scenario, is one expected to be contractioned by 2020 scientific output? Dr. Juan José Cabello, Director of the Energy Department at the University of the Coast in Colombia, points out that he does not believe that this contraction occurred. The works already published in 2020 or those still under evaluation were mainly generated with research carried out during 2019. The works already published in 2020 were nominated for mainstream magazines since the last bimonthly of 2019. In the first half of 2020, more papers were published that are already being published. Therefore, in Cabello's view, the only thing that could affect the production of 2020 is that researchers did not have the time necessary to perform the analysis and processing of data and the writing of the articles planned for this year. According to the characteristics of the university systems of the different countries (Bustos-González, 2019), in general teachers have an inelastic work plan, where the burden of teaching and research time have been little altered in 2020. In contrast, in countries, where university systems are mainly private they are highly dependent on the enrolment of students per semester, which already records, as is the case of Colombia, two semesters with negative growths of the universities' enrolments, which has generated teaching recharge in the teachers of the plant, and the terming of contracts with teachers with shorter time of teaching and research. Using as a data source Scopus, those that have been standardized by countries by the analysis team of Scimago Research Group, the scientific productions of an intentional sample of 44 most productive countries on all continents have been compared. The most productive countries were chosen, with scientific productions exceeding 14 thousand articles in 2019. Several scenarios were sensitized by setting to estimate whether 2020 scientific output progresses on par with the same date in the previous year (read to August 28). The estimate was sensitized by splitting production 2019 by 12, which generates results that are most similar to 2020 performance.
DOI: 10.17632/38nwvg95vf.1
title: O efeito do atraso de pagamentos nos Custos e Transação em contratações públicas

description: Normalmente modelos econométricos podem responder questões como: quais são os principais efeitos dos atrasos de pagamentos na atuação das PME no processo de contratação pública, mas não respondem quais seriam os efeitos da introdução de mecanismos que limitam a prerrogativa dos compradores públicos atrasarem os pagamentos? Para responder às questões colocadas nessa pesquisa são realizadas simulações que reproduzem o comportamento de uma ME em pregões eletrônicos. A primeira simulação considera o cenário atual, ou seja, aquele que concede ao comprador público a prerrogativa de atrasar pagamentos por até 90 dias. A segunda simulação considera a introdução de um mecanismo que suprime a prerrogativa do comprador público atrasar os pagamentos, doravante Mecanismo S-90.
DOI: 10.17632/tpsvyby4n3.2
title: Shaping Climate Environment Outlook

description: Replication Data for Paper "The Role of Income and Economic Issue Importance Shifts in Shaping Climate Change and Environmental Outlook."
DOI: 10.17632/rk7zg7v7s5.1
title: Raw dataset with acoustic data for environments - Part 5

description: This raw dataset presents the data related to the library, and street environments captured with the data acquired from microphone available in off-the-shelf mobile devices.
DOI: 10.6084/m9.figshare.5945974
title: Additional file 1: of Facile One-Step Sonochemical Synthesis and Photocatalytic Properties of Graphene/Ag3PO4 Quantum Dots Composites

description: Figure S1. TEM images of rGO/Ag3PO4 QDs (stirring method). Figure S2. The plots of (ÎąhÎ˝)2 versus Eg of Ag3PO4 QDs, R-1.5, R-2, R-2.3, R-2.5, and R-3. Figure S3. (a) Photocatalyticdegradation of MB by R-2.3 prepared by different mass of surfactant and (b) apparent rate constants (k) of samples for photocatalytic degradation of MB. Figure S4. (a) Photocatalytic degradation of MB, MO, and RhB byR-2.3, (b) apparent rate constants (k) of sample for photocatalytic degradation of dyes. (ZIP 12230Â kb)