cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.12117438
title: Pre-analysed data for Fig. 11 from Experimental investigation on combustion characteristics of flammable refrigerant R290/R1234yf leakage from heat pump system for electric vehicles

description: Concerning the issues regarding driving mileage reduction for electric vehicles (EVs) in cold climates, a heat pump system with low global warming potential refrigerant R290/R1234yf is employed as one of the promising solutions. Different from the widely used mobile refrigerant R134a, R290 and R1234yf are both flammable or explosive. The application of R290/R1234yf in the mobile heat pump system is hindered by unexpected refrigerant leakage with the existence of fire and explosion risk. In this study, the combustion characteristics of R290/R1234yf in a potential leakage process from an air-conditioning heat pump system for EVs were investigated. Firstly, thermodynamic behaviours of R290/R1234yf used in a typical heat pump system were analysed based on a special experimental facility designed for EVs. Then the leakage and combustion characteristics of R290/R1234yf including flame shape, temperature, radiation etc. were obtained by the experimental method under different initial temperature and mass flow rate conditions. It was found that R290/R1234yf leaked is difficult to ignite at low temperature, while the blow-off phenomenon of the jet flame would occur at high temperature with high leakage mass flow rate. In addition, the results showed that combustion intensity would be enhanced by the leakage mass flow rate between 30 and 60°C. These results could provide guidance for fire detection and rescue system design for new energy vehicles.
DOI: 10.6084/m9.figshare.14214636.v1
title: Usefulness of candidate mRNAs and miRNAs as biomarkers for mild cognitive impairment and Alzheimer’s disease

description: To explore potential molecular mechanisms and novel biomarkers of mild cognitive impairment (MCI) and Alzheimer’s disease (AD). The mRNA expression datasets GSE63060 and GSE63061 and the miRNA expression dataset GSE120584 were obtained from the Gene Expression Omnibus database. The differentially expressed genes (DEGs) and miRNA (DEmiRs) were identified in the normal, MCI, and AD groups. Mfuzz clustering and weighted correlation network analyses (WGCNA) were conducted, followed by pathway and functional enrichment analyses and miRNA-mRNA network construction. Furthermore, phenotypic correlation analysis and experimental verification were performed on key DEGs and DEmiRs. In total, 3,000 intersected DEGs from GSE63060/GSE63061 and 817 DEmiRs from GSE120584 were obtained. Mfuzz and WGCNA analyses revealed 106 DEGs including ribosomal protein L11 (<i>RPL11</i>) and 28 DEmiRs including miR-6764-5p. These DEGs and DEmiRs were mainly enriched in pathways like Ribosome. Moreover, 5 key DEGs including cytohesin 4 (<i>CYTH4</i>) and 6 crucial DEmiRs including miR-6734-3p were identified by miRNA–mRNA interaction network analysis. Phenotypic correlation analysis showed that <i>CYTH4</i> and miR-6734-3p were correlated with patients’ age. The results of quantitative polymerase chain reaction analysis confirmed that <i>RPL11</i> expression was significantly downregulated in the MCI and AD groups compared to that in the normal group, while the expression of <i>CYTH4</i>, miR-6764-5p, and miR-6734-3p was remarkably upregulated in the MCI and AD groups. miR-6764-5p might contribute to MCI and AD by targeting <i>RPL11</i> in the ribosome pathway. Therefore, miR-6734-3p and its target mRNA <i>CYTH4</i> might be used as novel biomarkers for MCI and AD.
DOI: 10.6084/m9.figshare.14214636
title: Usefulness of candidate mRNAs and miRNAs as biomarkers for mild cognitive impairment and Alzheimer’s disease

description: To explore potential molecular mechanisms and novel biomarkers of mild cognitive impairment (MCI) and Alzheimer’s disease (AD). The mRNA expression datasets GSE63060 and GSE63061 and the miRNA expression dataset GSE120584 were obtained from the Gene Expression Omnibus database. The differentially expressed genes (DEGs) and miRNA (DEmiRs) were identified in the normal, MCI, and AD groups. Mfuzz clustering and weighted correlation network analyses (WGCNA) were conducted, followed by pathway and functional enrichment analyses and miRNA-mRNA network construction. Furthermore, phenotypic correlation analysis and experimental verification were performed on key DEGs and DEmiRs. In total, 3,000 intersected DEGs from GSE63060/GSE63061 and 817 DEmiRs from GSE120584 were obtained. Mfuzz and WGCNA analyses revealed 106 DEGs including ribosomal protein L11 (<i>RPL11</i>) and 28 DEmiRs including miR-6764-5p. These DEGs and DEmiRs were mainly enriched in pathways like Ribosome. Moreover, 5 key DEGs including cytohesin 4 (<i>CYTH4</i>) and 6 crucial DEmiRs including miR-6734-3p were identified by miRNA–mRNA interaction network analysis. Phenotypic correlation analysis showed that <i>CYTH4</i> and miR-6734-3p were correlated with patients’ age. The results of quantitative polymerase chain reaction analysis confirmed that <i>RPL11</i> expression was significantly downregulated in the MCI and AD groups compared to that in the normal group, while the expression of <i>CYTH4</i>, miR-6764-5p, and miR-6734-3p was remarkably upregulated in the MCI and AD groups. miR-6764-5p might contribute to MCI and AD by targeting <i>RPL11</i> in the ribosome pathway. Therefore, miR-6734-3p and its target mRNA <i>CYTH4</i> might be used as novel biomarkers for MCI and AD.
DOI: 10.6084/m9.figshare.16836074.v2
title: Lanthanum-loaded peanut shell biochar prepared via one-step pyrolysis method for phosphorus removal and immobilization

description: Phosphorus (P) is a nutrient element triggering eutrophication. Therefore, the removal of excess phosphorus has become an emergent demand. In this study, lanthanum-loaded biochar (La-BC) was prepared via a simple one-step pyrolysis method. Its surface properties and structural characteristics were analyzed by SEM, XRD, FTIR and pH<sub>pzc</sub>. The phosphate removal by the La-BC was systematically investigated in batch mode. Results showed that the phosphorus adsorption obeyed the pseudo-second-order model and Langmuir isotherm. The calculated maximum adsorption capacities were 31.94, 33.06 and 33.98 mg/g at 25, 35 and 45°C, respectively. Except for SO<sub>4</sub><sup>2−</sup> and CO<sub>3</sub><sup>2−</sup>, phosphate adsorption by the La-BC showed strong anti-interference to coexisting ions. For real water samples, the phosphate concentrations in the effluents were below 0.02 mg/L after treatment. The P loaded the La-BC was difficult to be desorbed, suggesting that the La-BC was not only a P-capping agent but also a P-immobilizing agent. More interestingly, a large number of stable LaPO<sub>4</sub> nanofibers were formed on the La-BC surface via the reaction between the dissolved phosphate anions and La(OH)<sub>3</sub> loaded on the adsorbent. Their intertwining facilitated the formation of the floc, which was conducive to the solid–liquid separation. Hence, the developed La-BC can be used as a potential adsorbent for natural waterbody remediation.
DOI: 10.6084/m9.figshare.22600429
title: Additional file 13 of Hypoxia induces alterations in tRNA modifications involved in translational control

description: Additional file 13: Table S11-S12. Data for GC-2spd growth analysis. Table S11. Fold change data for cell number of GC-2spd growth analysis. Table S12. CCK8 data for GC-2spd growth analysis.
DOI: 10.6084/m9.figshare.12117537.v1
title: Paternal heritage of the Han Chinese in Henan province (Central China): high diversity and evidence of <i>in situ</i> Neolithic expansions

description: <b>Background:</b> Due to their long history, complex admixture processes and large population sizes, more research is required to explore the fine genetic structure of Han populations from different geographic locations of China. <b>Aim:</b> To characterise the paternal genetic structure of the Han Chinese in Henan province, which was once the central living region of the ancient Huaxia population, the precursors of the Han Chinese. <b>Subjects and methods:</b> We sequenced Y chromosomes of 60 males from Zhengzhou, Henan Province, and reconstructed a phylogenetic tree for these samples with age estimation. <b>Results:</b> We observed high diversity of paternal lineages in our collection. We found that the <i>in situ</i> Neolithic expansion of the “Major lineages” contributed to a large portion of the paternal gene pool of the Han population in Henan Province. We also detected a large number of “Minor lineages” that diverged in the Palaeolithic Age. <b>Conclusion:</b> We suggest that the high genetic diversity in the paternal gene pool of modern Han populations is mainly attributed to the reservation of a larger number of lineages that diverged in the Palaeolithic Age, while the recent expansion of limited lineages contributed to the majority of the gene pool of modern Han populations. We propose that such a structure is a basal characteristic for the genetic structure of modern Han populations.
DOI: 10.6084/m9.figshare.6350348.v1
title: Additional file 8: of Comparative transcriptome analysis of the invasive weed Mikania micrantha with its native congeners provides insights into genetic basis underlying successful invasion

description: GO terms significantly enriched in M. micrantha compared with both M. cordata and M. cordifolia. Significance was tested using Fisherâ s exact test and control of false discovery rate (FDR) with P-value cutoff of 0.05. (XLSX 37Â kb)
DOI: 10.6084/m9.figshare.22600426
title: Additional file 12 of Hypoxia induces alterations in tRNA modifications involved in translational control

description: Additional file 12: Table S10. Data for routine analysis of blood.
DOI: 10.6084/m9.figshare.22600420
title: Additional file 10 of Hypoxia induces alterations in tRNA modifications involved in translational control

description: Additional file 10: Table S1-S5. Data for RNA modification levels in different RNA classes across normal control group mouse tissues. Table S1. Original data for RNA modification levels in total RNA of normal control mouse tissues. Table S2. Original data for RNA modification levels in tRNA-enriched RNA fragments of normal control mouse tissues. Table S3. Original data for RNA modification levels in 17-50 nt sncRNAs of normal control mouse tissues. Table S4. Original data for RNA modification levels in PolyA-enriched RNA of normal control mouse tissues. Table S5. Original data for RNA modification levels in liver single tRNA of normal control mouse tissues.
DOI: 10.6084/m9.figshare.22603297.v1
title: Additional file 8 of Alternation of the gut microbiota in irritable bowel syndrome: an integrated analysis based on multicenter amplicon sequencing data

description: Additional file 8: Table S8. The Spearman correlation of gut microbiota and age/BMI in IBS individuals.
DOI: 10.6084/m9.figshare.22603282.v1
title: Additional file 4 of Alternation of the gut microbiota in irritable bowel syndrome: an integrated analysis based on multicenter amplicon sequencing data

description: Additional file 4: Table S4. Differential analysis of microbial compositions between IBS and healthy controls at the phylum level.
DOI: 10.6084/m9.figshare.22603270.v1
title: Additional file 1 of Alternation of the gut microbiota in irritable bowel syndrome: an integrated analysis based on multicenter amplicon sequencing data

description: Additional file 1: Table S1. The baseline information of the 708 qualified samples from the GMrepo database.
DOI: 10.6084/m9.figshare.22603273.v1
title: Additional file 2 of Alternation of the gut microbiota in irritable bowel syndrome: an integrated analysis based on multicenter amplicon sequencing data

description: Additional file 2: Table S2. Classification of the IBS-exclusive genera, health-exclusive genera and commonly identified genera.
DOI: 10.6084/m9.figshare.22603297
title: Additional file 8 of Alternation of the gut microbiota in irritable bowel syndrome: an integrated analysis based on multicenter amplicon sequencing data

description: Additional file 8: Table S8. The Spearman correlation of gut microbiota and age/BMI in IBS individuals.
DOI: 10.6084/m9.figshare.22603273
title: Additional file 2 of Alternation of the gut microbiota in irritable bowel syndrome: an integrated analysis based on multicenter amplicon sequencing data

description: Additional file 2: Table S2. Classification of the IBS-exclusive genera, health-exclusive genera and commonly identified genera.
DOI: 10.6084/m9.figshare.22603276
title: Additional file 3 of Alternation of the gut microbiota in irritable bowel syndrome: an integrated analysis based on multicenter amplicon sequencing data

description: Additional file 3: Table S3. Data of Alpha diversity.
DOI: 10.5281/zenodo.3876051
title: Raw diffraction data for [NiFeSe] hydrogenase G491A variant pressurized with O2 gas - dataset G491A-O2-LD

description: Diffraction data measured at ESRF beamline ID30B on April 8, 2018. Image files are uploaded in blocks of gzip-compressed cbf files.
description: This work was supported by grant PTDC/BBB-BEP/2885/2014 funded by Fundação para a Ciência e Tecnologia (FCT/MCTES), and by research unit MOSTMICRO (Project LISBOA-01-0145-FEDER-007660) cofunded by FCT/MCTES and FEDER funds through COMPETE2020 - Programa Operacional Competitividade e Internacionalização (POCI). SZ was recipient of fellowship SFRH/BD/100314/2014 from FCT/MCTES.
DOI: 10.5281/zenodo.3876052
title: Raw diffraction data for [NiFeSe] hydrogenase G491A variant pressurized with O2 gas - dataset G491A-O2-LD

description: Diffraction data measured at ESRF beamline ID30B on April 8, 2018. Image files are uploaded in blocks of gzip-compressed cbf files.
description: This work was supported by grant PTDC/BBB-BEP/2885/2014 funded by Fundação para a Ciência e Tecnologia (FCT/MCTES), and by research unit MOSTMICRO (Project LISBOA-01-0145-FEDER-007660) cofunded by FCT/MCTES and FEDER funds through COMPETE2020 - Programa Operacional Competitividade e Internacionalização (POCI). SZ was recipient of fellowship SFRH/BD/100314/2014 from FCT/MCTES.
DOI: 10.21227/t34d-pe36
title: MIT DriveSeg (Semi-auto) Dataset

description: Solving the external perception problem for autonomous vehicles and driver-assistance systems requires accurate and robust driving scene perception in both regularly-occurring driving scenarios (termed “common cases”) and rare outlier driving scenarios (termed “edge cases”). In order to develop and evaluate driving scene perception models at scale, and more importantly, covering potential edge cases from the real world, we take advantage of the MIT-AVT Clustered Driving Scene Dataset and build a subset for the semantic scene segmentation task. We hereby present the MIT DriveSeg (Semi-auto) Dataset: a large-scale video driving scene dataset, which contains 20,100 video frames with pixel-wise semantic annotation. We propose semi-automatic annotation approaches leveraging both manual and computational efforts to annotate the data more efficiently and at lower cost than manual annotation.
DOI: 10.25573/data.10059458.v6
title: Monthly Summary_BCI, Vertical

description: Monthy and daily summary from Barro Colorado Island (BCI). Data organized in vertical format for long-term trend analysis<br>Location 9°9'42.36"N, 79°50'15.67"W<br>Parameters: air temperature, relative humidity, wind speed and direction, precipitation, sea surface temperature, solar radiation (pyranometer), air pressure, soil moisture, runoff, potential evapotranspiration, wet/dry season starting dates<br><br>Lutz catchment is a 9.73ha protected watershed on BCIThe Lutz tower was built in 1972 and was originally 42m. In 2002 it was increased to 48m<br>The data from 48m should be considered a separate data series from the data at 42m. Wind speed is significantly higher at 48m due to the distance to the top of the canopy.<br>The Clearing is a small, open area surrounded by forest and some buildings. Station established in 1972. Consists of a Stevenson screen with max/min thermometers and air pressure sensor. Temperature/humidity sensor, rain gauge and evaporation sensors are located at various locations around the screen.
DOI: 10.6092/unibo/amsacta/6398
title: MADFORWATER. WP2 and WP3 Adaptation of wastewater treatment technologies and technologies for efficient water management and treated wastewater reuse in agriculture. Life-Cycle Assessment and Cost-Benefit Analysis of the tested technologies

description: This data set includes data produced by FHNW and PNO in collaboration with research partners in the framework of the MADFORWATER project. In particular, the data set contains qualitative and quantitative data about different MADFORWATER wastewater treatment technology and irrigation & water reuse technologies, collected by means of surveys and interviews with MADFORWATER project partners. Data were gathered and processed into comparable data types for the purpose of life-cycle assessment (LCA) and cost-benefit analysis (CBA). LCA data includes technology-specific data (description, environmental benefits, and inventory of processes) and the resulting LCA analysis, that contains environmentally relevant indicators for each technology. CBA data includes various performance categories (capital; operating; maintenance and additional costs, such as training and overheads; social/environmental costs imposed on third parties by each wastewater treatment technology and irrigation & water reuse technology, such as noise or carbon impacts; health benefits related to irrigation with treated instead of untreated WW; health/environmental benefits), with specific data for each technology. Data and evaluation results can potentially be used by researchers active in similar research areas in their experiment designs, as well as by companies as a means for innovation decisions and business development.
DOI: 10.25573/data.10059455.v6
title: Monthly Summary_BCI, horizontal

description: Monthly and daily summary from Barro Colorado Island (BCI). Data organized in horizontal format for seasonal and inter-year comparisons<br>Location 9°9'42.36"N, 79°50'15.67"W<br>Parameters: air temperature, relative humidity, wind speed and direction, precipitation, sea surface temperature, solar radiation (pyranometer), air pressure, soil moisture, runoff, potential evapotranspiration, wet/dry season starting dates<br><br>Lutz catchment is a 9.73ha protected watershed on BCIThe Lutz tower was built in 1972 and was originally 42m. In 2002 it was increased to 48m<br>The data from 48m should be considered a separate data series from the data at 42m. Wind speed is significantly higher at 48m due to the distance to the top of the canopy.<br>The Clearing is a small, open area surrounded by forest and some buildings. Station established in 1972. Consists of a Stevenson screen with max/min thermometers and air pressure sensor. Temperature/humidity sensor, rain gauge and evaporation sensors are located at various locations around the screen.
DOI: 10.7910/dvn/51rtb6/9wvnox
title: Japan_Prefectures_level_2020-01-27_2020-02-02.rar

description: :unav
DOI: 10.7910/dvn/51rtb6/mf0mbf
title: Japan_basemap.rar

description: :unav
DOI: 10.7910/dvn/51rtb6/wzusbk
title: Japan_Prefectures_level_2020-04-20_2020-04-26.rar

description: :unav
DOI: 10.21227/s1te-9x64
title: MIT DriveSeg (Semi-auto) Dataset

description: Solving the external perception problem for autonomous vehicles and driver-assistance systems requires accurate and robust driving scene perception in both regularly-occurring driving scenarios (termed “common cases”) and rare outlier driving scenarios (termed “edge cases”). In order to develop and evaluate driving scene perception models at scale, and more importantly, covering potential edge cases from the real world, we take advantage of the MIT-AVT Clustered Driving Scene Dataset and build a subset for the semantic scene segmentation task. We hereby present the MIT DriveSeg (Semi-auto) Dataset: a large-scale video driving scene dataset, which contains 20,100 video frames with pixel-wise semantic annotation. We propose semi-automatic annotation approaches leveraging both manual and computational efforts to annotate the data more efficiently and at lower cost than manual annotation.
DOI: 10.7910/dvn/51rtb6/0qmbtu
title: Japan_Prefectures_level_2020-04-06_2020-04-12.rar

description: :unav
DOI: 10.7910/dvn/51rtb6/cimmyx
title: Japan_Prefectures_level_2020-01-15_2020-01-19.rar

description: :unav
DOI: 10.7910/dvn/51rtb6/cmwko0
title: Japan_Prefectures_level_2020-02-17_2020-02-26.rar

description: :unav
DOI: 10.7910/dvn/51rtb6/rauwyu
title: Japan_Prefectures_level_2020-03-30_2020-04-05.rar

description: :unav
DOI: 10.7910/dvn/51rtb6/sk8nys
title: Japan_Prefectures_level_2020-03-16_2020-03-22.rar

description: :unav
DOI: 10.7910/dvn/51rtb6/zrzsqi
title: Japan_Prefectures_level_2020-03-09_2020-03-15.rar

description: :unav
DOI: 10.15129/d6acf3d1-d64c-4cdd-9b41-e7edb5709f37
title: Data for: "Predicting Perceptual Speed from Search Behaviour"

description: This will provide the data that accompanies the publication "Predicting Perceptual Speed from Search Behaviour", available from SIGIR 2020 conference proceedings.
DOI: 10.7910/dvn/51rtb6/98vp6e
title: Japan_Prefectures_summary_covid19_confirmed.tab

description: :unav
DOI: 10.7910/dvn/51rtb6/9vv2zz
title: Japan_Prefectures_level_2020-05-18_2020-05-24.rar

description: :unav
DOI: 10.7910/dvn/51rtb6/dmhiva
title: Japan_Prefectures_level_2020-01-20_2020-01-26.rar

description: :unav
DOI: 10.7910/dvn/51rtb6/e8yfzj
title: Japan_Prefectures_level_2020-05-11_2020-05-17.rar

description: :unav
DOI: 10.7910/dvn/51rtb6/fvi3rq
title: README.pdf

description: :unav
DOI: 10.7910/dvn/51rtb6/hmrscw
title: Japan_Prefectures_level_2020-02-24_2020-03-01.rar

description: :unav
DOI: 10.7910/dvn/51rtb6/rsuzkj
title: Japan_Prefectures_level_2020-02-03_2020-02-09.rar

description: :unav
DOI: 10.21227/hfjd-tv02
title: MIT DriveSeg (Manual) Dataset

description: Semantic scene segmentation has primarily been addressed by forming representations of single images both with supervised and unsupervised methods. The problem of semantic segmentation in dynamic scenes has begun to recently receive attention with video object segmentation approaches. What is not known is how much extra information the temporal dynamics of the visual scene carries that is complimentary to the information available in the individual frames of the video. We provide the MIT DriveSeg dataset, which is a large-scale driving scene segmentation dataset, densely annotated for every pixel and every one of 5,000 video frames. The purpose of this dataset is to allow for exploration of the value of temporal dynamics information for full scene segmentation in dynamic, real-world operating environments.