cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.21227/9m0k-cm61
title: Appliance Energy Data-set (South Korea)

description: This is the dataset containing details of energy consumed by appliance of a smart home in South Korea. The area buseong 1-dong is a part of Cheonan city. The attributes of this dataset are as follows:time: this field refers to the time-stamp of  record which is of a 3 hour interval.temp: this field refers to the temperature of smart home at a time.ws: it refers to wind-speed.wd: it refers to wind-dewpoint.wdEn: it refers to wind direction.reh: this field refers to the related humidity of smart home at a time.appl: this field contains the appliance energy consumption in kW.
DOI: 10.26182/0e49-pd42
title: Environmental and ecological drivers of performance and distribution of high latitude corals
DOI: 10.6084/m9.figshare.21200491
title: Supplemental Table 2. Vermamoeba ITS BlastN alignment descriptions reveal many hits misclassified as Naegleria or Vahlkampfid.

description: <strong>Supplemental Table 2.</strong> List of 53 BlastN hits (query coverage &gt;=41%; E-val &lt;= 1E-71) found in the NCBI nr database using the ITS sequence from the Mexican <em>V. vermiformis strain </em>SFI-1 as the query. Only 12 out of the 53 hits (23%) are correctly classified as <em>Vermamoeba </em>(or <em>Hartmanella</em>) sequences (highlighted in green). <br> Microbiology Spectrum 2023-03-21
DOI: 10.6084/m9.figshare.21200491.v1
title: Supplemental Table 2. Vermamoeba ITS BlastN alignment descriptions reveal many hits misclassified as Naegleria or Vahlkampfid.

description: <strong>Supplemental Table 2.</strong> List of 53 BlastN hits (query coverage &gt;=41%; E-val &lt;= 1E-71) found in the NCBI nr database using the ITS sequence from the Mexican <em>V. vermiformis strain </em>SFI-1 as the query. Only 12 out of the 53 hits (23%) are correctly classified as <em>Vermamoeba </em>(or <em>Hartmanella</em>) sequences (highlighted in green). <br> Microbiology Spectrum 2023-03-21
DOI: 10.6084/m9.figshare.22313650
title: Phasic and Tonic Dopamine Data

description: Data for all phasic and tonic dopamine data. Includes optogenetic tonic dopamine data.
DOI: 10.6084/m9.figshare.22313650.v1
title: Phasic and Tonic Dopamine Data

description: Data for all phasic and tonic dopamine data. Includes optogenetic tonic dopamine data.
DOI: 10.6084/m9.figshare.22280764
title: Electrophysiology Data

description: Electrophysiology data from Rusheen et al. "Deep brain stimulation alleviates tics in Tourette syndrome via striatal dopamine transmission". Data included in Figure 1.
DOI: 10.6084/m9.figshare.22313617
title: Raw data of UV-visible and FTIR spectra for JelRh, BovRh, and SquRh

description: These files are raw data of UV-visible and FTIR spectroscpy of animal rhodopsins (JelRh, BovRh, and SquRh) measured at 77 K to freely use and/or analyze by using any graph making software such as GraphPad, Igor, etc.
DOI: 10.6084/m9.figshare.24002586
title: ELFDataBank_2023.txt

description: Experimental database on the entrained liquid fraction in annular gas-liquid two-phase flows in tubes and channels (4175 data points from 53 literature studies; 10 fluids combinations; operating pressures from atmospheric to 20 MPa; experiments carried out with adiabatic, evaporating and condensing flows through circular tubes and non-circular channels with diameters from 3.02 mm to 155.7 mm)
DOI: 10.25919/gmgm-ch38
title: Parkes observations for project P885 semester 2023APRS_12

description: We request a continued modest monitoring cadence of once every 10 days for two radio magnetars, to track their rotation, flux density, and polarisation. 1E 1547.0-5408 has just suffered a 'hiccup' in radiative properties as well as in its rotation, and the near-term response to this event remains unclear. Swift J1818.0-1607 remains quite dynamic, and the unique UWL capabilities promise new opportunities to probe still mysterious radio emission mechanisms in magnetars. We will observe XTE J1810-197 and PSR J1622-4950, which has just ceased emission, less frequently. The overall request is 18 hours.
DOI: 10.6084/m9.figshare.24037518
title: <b>Ecological and functional differences of abundant and rare sub-communities in wastewater treatment plants across China</b>

description: <b>Abstract</b>The microbial community in activated sludge is composed of a small number of abundant sub-community with high abundance and a large number of rare sub-community with limited abundance. Our knowledge regarding the ecological properties of both abundant and rare sub-communities in activated sludge is limited. This article presented an analysis of functional prediction, assembly mechanisms, and biogeographic distribution characteristics of abundant and rare sub-communities in 211 activated sludge samples from 60 wastewater treatment plants across China. Moreover, this study investigated the dominant factors influencing the community structure of these two microbial groups. The results showed that the rare sub-community had significantly higher Shannon diversity (6.33 ± 0.48 v.s. 3.78 ± 0.24) but much lower abundance (4.5% v.s. 44.9%) compared to abundant sub-community, indicating that the abundant sub-community have much greater contributions to biomass while the rare sub-community contributed more to AS microbial diversity. The functions associated with carbon and nitrogen cycling were primarily detected in abundant sub-community, while rare sub-community were primarily involved in sulfur cycling. Both microbial groups were mainly influenced by dispersal limitation, which, to some extent, resulted in a distance-decay relationship in their biogeographic distribution. Moreover, a higher spatial turnover rate of rare sub-communities (0.0887) suggested that spatial differences in microbial community structure among different WWTPs may mainly result from rare sub-community. Moreover, SEM showed that geographic locations affected rare sub-communities greatly, which agreed with their higher dispersal limitation and turnover rate. In contrast, influent characteristics showed stronger correlations with abundant sub-communities, suggesting that abundant sub-community may contribute more to the removal of pollutants.This study enhanced our understanding of abundant and rare microorganisms in activated sludge especially the role of rare species and provided scientific evidence for precise regulation and control of wastewater treatment plants.
DOI: 10.6084/m9.figshare.24037518.v1
title: <b>Ecological and functional differences of abundant and rare sub-communities in wastewater treatment plants across China</b>

description: <b>Abstract</b>The microbial community in activated sludge is composed of a small number of abundant sub-community with high abundance and a large number of rare sub-community with limited abundance. Our knowledge regarding the ecological properties of both abundant and rare sub-communities in activated sludge is limited. This article presented an analysis of functional prediction, assembly mechanisms, and biogeographic distribution characteristics of abundant and rare sub-communities in 211 activated sludge samples from 60 wastewater treatment plants across China. Moreover, this study investigated the dominant factors influencing the community structure of these two microbial groups. The results showed that the rare sub-community had significantly higher Shannon diversity (6.33 ± 0.48 v.s. 3.78 ± 0.24) but much lower abundance (4.5% v.s. 44.9%) compared to abundant sub-community, indicating that the abundant sub-community have much greater contributions to biomass while the rare sub-community contributed more to AS microbial diversity. The functions associated with carbon and nitrogen cycling were primarily detected in abundant sub-community, while rare sub-community were primarily involved in sulfur cycling. Both microbial groups were mainly influenced by dispersal limitation, which, to some extent, resulted in a distance-decay relationship in their biogeographic distribution. Moreover, a higher spatial turnover rate of rare sub-communities (0.0887) suggested that spatial differences in microbial community structure among different WWTPs may mainly result from rare sub-community. Moreover, SEM showed that geographic locations affected rare sub-communities greatly, which agreed with their higher dispersal limitation and turnover rate. In contrast, influent characteristics showed stronger correlations with abundant sub-communities, suggesting that abundant sub-community may contribute more to the removal of pollutants.This study enhanced our understanding of abundant and rare microorganisms in activated sludge especially the role of rare species and provided scientific evidence for precise regulation and control of wastewater treatment plants.
DOI: 10.6084/m9.figshare.24037167
title: Source_data.rar

description: Raw data for paper "Generation of Oxide Surface Patches Promoting H-spillover in Ru/(TiO<sub>x</sub>)MnO Catalysts Enables CO<sub>2</sub> reduction to CO" which was published on Nature Catalysis.
DOI: 10.5281/zenodo.8285425
title: cp_sim_files

description: cp_sim_files
DOI: 10.5281/zenodo.8285424
title: cp_sim_files

description: cp_sim_files
DOI: 10.6084/m9.figshare.23906118.v2
title: Data for diversity effects

description: Data and R codes for global biodiversity effects
DOI: 10.14469/hpc/13153
title: Endo_TS1_G16_PCM_chloroform_def2tzvpp_v_01_solvated

description: Gaussian 16 (C01) calculation
DOI: 10.14469/hpc/13123
title: Endo_TS1_G16_PCM_chloroform_def2tzvpp_v_03_reactant_3_explicit_solvents

description: Gaussian 16 (C01) calculation
DOI: 10.14469/hpc/13155
title: Endo_TS1_G16_PCM_chloroform_def2tzvpp_v_01_3_explicit_solvents

description: Kinisot.py command line KIE calculation: "python3 /usr/local/bin/Kinisot.py REACTANT.log TS.log --iso ATOM -t TEMP", where ATOM is number label of transferred proton and TEMP is the temperature (Kelvin)
DOI: 10.14469/hpc/13156
title: Pre-mechanism for the Swern Oxidation: formation of chlorosulfonium chloride.
DOI: 10.6084/m9.figshare.24037500
title: Changes in the fatty acid profile of fish oil derived from Pangasius catfish (Pangasius hypophthalmus) processing waste due to variations in fish size and heating temperatures

description: <b>Background</b>: During the last decade, the demand for fish oil as a feed component has increased. Therefore, identifying sources of fish oil from processed catfish waste is an important task. This study aimed to analyse the relationship between fresh weight and mesenteric weight in each group of fish and determine how variations in the size of catfish and heating temperature (Pangasius hypophthalmus) affect fatty acid profiles.<b>Methods:</b> The primary source of raw material used to produce fish oil is the mesenteric organ, specifically the belly fat of catfish. This material was obtained from catfish in the following categories: Group A (290-390 g), Group B (440-685 g), and Group C (890-1100 g). The fish oil was subjected to four different levels of heating temperature (45, 60, 75, and 90 °C). The parameters that were analysed included biometric measurements, the correlation between fish weight and mesenteric tissue, and fatty acid content.<b>Results:</b> Significant positive linear correlations were found between body weight and mesenteric tissue in Group A (p &lt; 0.001, r<sup>2</sup> = 0.65), Group B (p &lt; 0.001, r<sup>2</sup> = 0.72), and Group C (p &lt; 0.001, r<sup>2</sup> = 0.64). Notably, significant differences in fatty acid composition were observed among fish groups and varied heating temperatures. Within the fish group, unsaturated fatty acids ranged from 51.25% to 56.61%, n-3 fatty acids from 1.44% to 1.77%, n-6 fatty acids from 9.04% to 10.1%, and n-9 fatty acids from 35.35% to 37.43%. Temperature fluctuations led to unsaturated fatty acid contents of 52.06% to 55.55%, n-3 fatty acids of 1.28% to 1.46%, n-6 fatty acids of 8.14% to 8/45%, and n-9 fatty acids of 34.9% to 36.92%.<b>Conclusion:</b> The best fatty acid composition in fish oil was found in Group B (with a weight between 440-685 g) through a heating process at 45 °C.
DOI: 10.6084/m9.figshare.24037500.v1
title: Changes in the fatty acid profile of fish oil derived from Pangasius catfish (Pangasius hypophthalmus) processing waste due to variations in fish size and heating temperatures

description: <b>Background</b>: During the last decade, the demand for fish oil as a feed component has increased. Therefore, identifying sources of fish oil from processed catfish waste is an important task. This study aimed to analyse the relationship between fresh weight and mesenteric weight in each group of fish and determine how variations in the size of catfish and heating temperature (Pangasius hypophthalmus) affect fatty acid profiles.<b>Methods:</b> The primary source of raw material used to produce fish oil is the mesenteric organ, specifically the belly fat of catfish. This material was obtained from catfish in the following categories: Group A (290-390 g), Group B (440-685 g), and Group C (890-1100 g). The fish oil was subjected to four different levels of heating temperature (45, 60, 75, and 90 °C). The parameters that were analysed included biometric measurements, the correlation between fish weight and mesenteric tissue, and fatty acid content.<b>Results:</b> Significant positive linear correlations were found between body weight and mesenteric tissue in Group A (p &lt; 0.001, r<sup>2</sup> = 0.65), Group B (p &lt; 0.001, r<sup>2</sup> = 0.72), and Group C (p &lt; 0.001, r<sup>2</sup> = 0.64). Notably, significant differences in fatty acid composition were observed among fish groups and varied heating temperatures. Within the fish group, unsaturated fatty acids ranged from 51.25% to 56.61%, n-3 fatty acids from 1.44% to 1.77%, n-6 fatty acids from 9.04% to 10.1%, and n-9 fatty acids from 35.35% to 37.43%. Temperature fluctuations led to unsaturated fatty acid contents of 52.06% to 55.55%, n-3 fatty acids of 1.28% to 1.46%, n-6 fatty acids of 8.14% to 8/45%, and n-9 fatty acids of 34.9% to 36.92%.<b>Conclusion:</b> The best fatty acid composition in fish oil was found in Group B (with a weight between 440-685 g) through a heating process at 45 °C.
DOI: 10.6084/m9.figshare.24037566
title: digital economy

description: These data are mainly used to analyse the relationship between the digital economy and urban green growth.
DOI: 10.6084/m9.figshare.24037566.v2
title: digital economy

description: These data are mainly used to analyse the relationship between the digital economy and urban green growth.
DOI: 10.6084/m9.figshare.24037566.v1
title: digital economy

description: These data are mainly used to analyse the relationship between the digital economy and urban green growth.
DOI: 10.6084/m9.figshare.24037662
title: CAH MCQ N293 Item Usage.csv

description: MCQ assessment data from end-of-year paediatric exams across 4 years of a post-graduate medical school. Items are characterised according to format (single best answer vs. extended matching); stem and option length; vignette presence and whether essential, inclusion of images/tables; clinical skill assessed; paediatric speciality; clinical relevance/applicability; Bloom’s taxonomy domain and item flaws; facility (proportion of students answering correctly) and point biserial (discrimination).
DOI: 10.6084/m9.figshare.24037662.v1
title: CAH MCQ N293 Item Usage.csv

description: MCQ assessment data from end-of-year paediatric exams across 4 years of a post-graduate medical school. Items are characterised according to format (single best answer vs. extended matching); stem and option length; vignette presence and whether essential, inclusion of images/tables; clinical skill assessed; paediatric speciality; clinical relevance/applicability; Bloom’s taxonomy domain and item flaws; facility (proportion of students answering correctly) and point biserial (discrimination).
DOI: 10.6084/m9.figshare.24037659
title: CAH MCQ N173 Unique Items.csv

description: MCQ assessment data from end-of-year paediatric exams across 4 years of a post-graduate medical school. Items are characterised according to format (single best answer vs. extended matching); stem and option length; vignette presence and whether essential, inclusion of images/tables; clinical skill assessed; paediatric speciality; clinical relevance/applicability; Bloom’s taxonomy domain and item flaws; facility (proportion of students answering correctly) and point biserial (discrimination).
DOI: 10.6084/m9.figshare.24037659.v1
title: CAH MCQ N173 Unique Items.csv

description: MCQ assessment data from end-of-year paediatric exams across 4 years of a post-graduate medical school. Items are characterised according to format (single best answer vs. extended matching); stem and option length; vignette presence and whether essential, inclusion of images/tables; clinical skill assessed; paediatric speciality; clinical relevance/applicability; Bloom’s taxonomy domain and item flaws; facility (proportion of students answering correctly) and point biserial (discrimination).
DOI: 10.5281/zenodo.8285483
title: Relevant datasets for sgRNA library characterization tasks

description: This contains all the relevant datasets that were downloaded, used and generated to execute the sgRNA library characterization in the notebook sgRNA_Ryvu.ipynb. This inludes a list of files: the hg38 fasta file in chunks The necessary indexes build with Bowtie 2 The relevant mapped sam and bam files that are indexed and sorted The hg38 gtf file for gene annotation Relevant GDCquery download file for BRCA Final gene expresssion matrix file in CSV format.
DOI: 10.5281/zenodo.8285482
title: Relevant datasets for sgRNA library characterization tasks

description: This contains all the relevant datasets that were downloaded, used and generated to execute the sgRNA library characterization in the notebook sgRNA_Ryvu.ipynb. This inludes a list of files: the hg38 fasta file in chunks The necessary indexes build with Bowtie 2 The relevant mapped sam and bam files that are indexed and sorted The hg38 gtf file for gene annotation Relevant GDCquery download file for BRCA Final gene expresssion matrix file in CSV format.
DOI: 10.25919/pmhw-8h89
title: Parkes observations for project PX500 semester 2023APRS_26

description: This proposal relates to time purchased by the Chinese Academy of Sciences for Parkes follow-up confirmation and timing of FAST discoveries. As the observing time has been purchased this proposal (and the related PX501) does not require TAC grading. The primary reason for submitting a proposal is to ensure an outreach statement and that the proposal is entered into OPAL for the data archive to access. The Chinese team have two time requests. The time scheduled for the first, relating to this proposal, will be allocated in blocks of 24 hours and the data will become available in the data archive with an 18 month embargo period. The second type of time will be scheduled in shorter blocks and the data archived with a 10 year embargo.
DOI: 10.34740/kaggle/dsv/6367390
title: AutoXGB
DOI: 10.34740/kaggle/dsv/6367379
title: LUFlow Network Intrusion Detection Data Set
DOI: 10.18739/a26m3352t
title: Stable oxygen isotope tree-ring records (Coppermine River, Nunavut, Canada) 1900-2003

description: Stable oxygen isotope records of white spruce (Picea glauca [Moench] Voss) trees sampled along the Coppermine River (67º23’N / 115º92’W, 210 m a.s.l.) in 2004. When using this dataset, please cite: Lévesque, M., Andreu-Hayles, L., D’Arrigo, R., Oelkers, R., & Buckley, B. M. (2023). Non-linear Growth and Physiological Responses of White Spruce at North American Arctic Treeline. Journal of Geophysical Research: Biogeosciences, 128, e2022JG007096. https://doi.org/10.1029/2022JG007096 and for the methodology: Andreu-Hayles, L., Levesque, M., Martin-Benito, D., Huang, W., Harris, R., Oelkers, R., Leland, C., Martin-Fernández, J., Anchukaitis, K.J. and Helle, G. (2019). A high yield cellulose extraction system for small whole wood samples and dual measurement of carbon and oxygen stable isotopes. Chemical Geology, 504, 53-65. Project abstract: Temperatures in Arctic and subarctic North America are rising and are projected to continue to rise. Furthermore, atmospheric carbon dioxide is increasing around the globe. This project evaluates the response of white spruce to these ongoing changes. It uses archived samples from ten sites, standard tree-ring methodologies supplemented by novel chemical analyses, and numerical models to understand tree growth response to changing environmental drivers. Extending traditional tree-ring width and maximum latewood density records, the principal investigators established a high latitude network of stable carbon (d13C) and oxygen (d18O) isotope measurements, which provide an independent constraint on such changes relative to traditional dendroclimatological measurements. This project represents an interdisciplinary opportunity to combine three distinct disciplines: (1) basic dendrochronological techniques, which allow for precisely-dated, quantitative and verifiable long-term tree-ring records; (2) low temperature geochemical tools to measure del13C and del18O ratios that independently reflect environmental variables including temperature, precipitation, relative humidity and long-term physiological information on water use efficiency in natural forests; and (3) the joint use of a process-based mechanistic model, MAIDENiso, to distinguish between the confounding effects of increases in temperatures and atmospheric CO2 and to predict boreal forest response under different scenarios, and the NASA GISS ModelE2 general circulation model to provide inputs to MAIDENiso.
DOI: 10.18739/a2qj78043
title: Tree-ring width series of white spruce (Picea glauca) trees (Coppermine River Canada) 1676 - 2003

description: Tree-ring width records of white spruce (Picea glauca [Moench] Voss) trees sampled along the Coppermine River (67º23’N / 115º92’W, 210 m a.s.l.) in 2004. When using this dataset, please cite: Lévesque, M., Andreu-Hayles, L., D’Arrigo, R., Oelkers, R., & Buckley, B. M. (2023). Non-linear Growth and Physiological Responses of White Spruce at North American Arctic Treeline. Journal of Geophysical Research: Biogeosciences, 128, e2022JG007096. https://doi.org/10.1029/2022JG007096 Project abstract: Temperatures in Arctic and subarctic North America are rising and are projected to continue to rise. Furthermore, atmospheric carbon dioxide is increasing around the globe. This project evaluates the response of white spruce to these ongoing changes. It uses archived samples from ten sites, standard tree-ring methodologies supplemented by novel chemical analyses, and numerical models to understand tree growth response to changing environmental drivers. Extending traditional tree-ring width and maximum latewood density records, the principal investigators established a high latitude network of stable carbon (d13C) and oxygen (d18O) isotope measurements, which provide an independent constraint on such changes relative to traditional dendroclimatological measurements. This project represents an interdisciplinary opportunity to combine three distinct disciplines: (1) basic dendrochronological techniques, which allow for precisely-dated, quantitative and verifiable long-term tree-ring records; (2) low temperature geochemical tools to measure del13C and del18O ratios that independently reflect environmental variables including temperature, precipitation, relative humidity and long-term physiological information on water use efficiency in natural forests; and (3) the joint use of a process-based mechanistic model, MAIDENiso, to distinguish between the confounding effects of increases in temperatures and atmospheric CO2 and to predict boreal forest response under different scenarios, and the NASA GISS ModelE2 general circulation model to provide inputs to MAIDENiso.